diff --git a/.gitignore b/.gitignore index 4c97457..2aa11b3 100644 --- a/.gitignore +++ b/.gitignore @@ -40,6 +40,7 @@ not-used dist .vscode doc +# package-lock.json global-s3-assets regional-s3-assets open-source diff --git a/CHANGELOG.md b/CHANGELOG.md index 6cd9a5f..65ba0fa 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -4,6 +4,44 @@ All notable changes to this project will be documented in this file. The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). +## [4.0.0] - 2024-03-06 +### New features +- Dynamic frame analysis workflow +- Auto face indexing workflow +- Scene and Ad break detection workflow +- GenAI playground with Amazon Bedrock (Anthropic Claude) +- Knowledge graph with Amazon Neptune Serverless +- Option to choose Amazon OpenSearch Serverless Service instead of Amazon OpenSearch Service (cluster) +- Complex search query that supports AND, OR, NOT directives. +- Experimental feature: Shoppable Metadata (Disabled by default). Contact your AWS representative if you are interested in this feature. + +### Changes +- Updated lambda function runtime to NodeJS 20.x +- Updated AWS SDK JS to version 3 +- Refactored video analysis state machine by introducing new sub-state machines + - Dynamic frame segmentation state machine + - Video based detection state machine + - Frame based detection state machine + - Custom model detection state machine + - Analysis Post Process state machine +- Consolidated opensearch indices into a single index to support complex search query + +### Added +- An unified state machine status event bus using Amazon EventBridge to consolidate events from various state machines +- A new Amazon DynamoDB table, `faceindexer` to store face id and name mapping +- An `Update Face Indexer` state machine to manage the face indexer logics such as adding, modifying, and removing faces from the face indexer table, opensearch documents, and metadata files on proxy bucket +- A `Graph Indexer` state machine to manage the Amazon Neptune Serverless logics such as adding, modifying, and removing nodes and relationships from the graph database +- Amazon CodeBuild to build and package opensource models into docker images and store in a private Amazon Elastic Container Registry (Amazon ECR) + - CLIP, opensource zero shot image classification model running in containerized lambda function for generating image embeddings, used for scene detection feature + - Faiss, opensource vector store running in containerized lambda funciton for similarity search (stateless), used for scene detection feature + - OWL-ViT, opensource zero-shot object detection model running in containerized lambda function for apparel detection, used for shoppale metadata feature + - BLIP, opensource text to caption model running in containerized lambda function for generating image caption, used for image analysis +- Private VPC for the Amazon Neptune Serverless instance + +### Removed +- Amazon Rekognition Person Pathing API + + ## [3.1.5] - 2023-11-02 ### Security @@ -124,4 +162,4 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Changed -### Removed +### Removed \ No newline at end of file diff --git a/CODE_OF_CONDUCT.md b/CODE_OF_CONDUCT.md index 4c9228a..5b627cf 100644 --- a/CODE_OF_CONDUCT.md +++ b/CODE_OF_CONDUCT.md @@ -1,4 +1,4 @@ ## Code of Conduct This project has adopted the [Amazon Open Source Code of Conduct](https://aws.github.io/code-of-conduct). -For more information, see the [Code of Conduct FAQ](https://aws.github.io/code-of-conduct-faq) or contact +For more information see the [Code of Conduct FAQ](https://aws.github.io/code-of-conduct-faq) or contact opensource-codeofconduct@amazon.com with any additional questions or comments. diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index febf440..ee2da52 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -23,7 +23,7 @@ reported the issue. Please try to include as much information as you can. Detail ## Contributing via Pull Requests Contributions via pull requests are much appreciated. Before sending us a pull request, please ensure that: -1. You are working against the latest source on the *main* branch. +1. You are working against the latest source on the *master* branch. 2. You check existing open, and recently merged, pull requests to make sure someone else hasn't addressed the problem already. 3. You open an issue to discuss any significant work - we would hate for your time to be wasted. @@ -36,26 +36,26 @@ To send us a pull request, please: 5. Send us a pull request, answering any default questions in the pull request interface. 6. Pay attention to any automated CI failures reported in the pull request, and stay involved in the conversation. -GitHub provides an additional document on [forking a repository](https://help.github.com/articles/fork-a-repo/) and +GitHub provides additional document on [forking a repository](https://help.github.com/articles/fork-a-repo/) and [creating a pull request](https://help.github.com/articles/creating-a-pull-request/). ## Finding contributions to work on -Looking at the existing issues is a great way to find something to contribute on. As our projects, by default, use the default GitHub issue labels (enhancement/bug/duplicate/help wanted/invalid/question/wontfix), looking at any ['help wanted'](https://github.com/aws-solutions/media2cloud/labels/help%20wanted) issues is a great place to start. +Looking at the existing issues is a great way to find something to contribute on. As our projects, by default, use the default GitHub issue labels ((enhancement/bug/duplicate/help wanted/invalid/question/wontfix), looking at any ['help wanted'](https://github.com/aws-solutions/media2cloud/labels/help%20wanted) issues is a great place to start. ## Code of Conduct This project has adopted the [Amazon Open Source Code of Conduct](https://aws.github.io/code-of-conduct). -For more information, see the [Code of Conduct FAQ](https://aws.github.io/code-of-conduct-faq), or contact +For more information see the [Code of Conduct FAQ](https://aws.github.io/code-of-conduct-faq) or contact opensource-codeofconduct@amazon.com with any additional questions or comments. ## Security issue notifications -If you discover a potential security issue in this project we ask that you notify AWS/Amazon Security via our [vulnerability reporting page](http://aws.amazon.com/security/vulnerability-reporting/). Please do **not** create a public GitHub issue. +If you discover a potential security issue in this project we ask that you notify AWS/Amazon Security via our [vulnerability reporting page](http://aws.amazon.com/security/vulnerability-reporting/). Please do **not** create a public github issue. ## Licensing -See the [LICENSE](https://github.com/aws-solutions/media2cloud/blob/main/LICENSE) file for our project's licensing. We will ask you to confirm the licensing of your contribution. +See the [LICENSE](https://github.com/aws-solutions/media2cloud/blob/master/LICENSE) file for our project's licensing. We will ask you to confirm the licensing of your contribution. We may ask you to sign a [Contributor License Agreement (CLA)](http://en.wikipedia.org/wiki/Contributor_License_Agreement) for larger changes. diff --git a/NOTICE.txt b/NOTICE.txt index f446218..691c5b5 100644 --- a/NOTICE.txt +++ b/NOTICE.txt @@ -1,22 +1,27 @@ Media2Cloud Solution Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. -Licensed under the Apache License Version 2.0 (the "License"). You may not use this file except -in compliance with the License. A copy of the License is located at http://www.apache.org/licenses/ -or in the "license" file accompanying this file. This file is distributed on an "AS IS" BASIS, -WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, express or implied. See the License for the -specific language governing permissions and limitations under the License. + +Licensed under the Apache License, Version 2.0 (the "License"). +You may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. ********************** THIRD PARTY COMPONENTS ********************** This software includes third party software subject to the following copyrights: -aws-sdk under the Apache License Version 2.0 -aws-xray-sdk under the Apache License Version 2.0 +AWS SDK under the Apache License Version 2.0 Amazon Cognito Identity SDK for JavaScript under the Apache License Version 2.0 AWS IoT SDK for JavaScript under the Apache License Version 2.0 -Elasticsearch Node.js client under the Apache License Version 2.0 VideoJS under the Apache License Version 2.0 JQuery under the Massachusetts Institute of Technology (MIT) license Bootstrap under the Massachusetts Institute of Technology (MIT) license @@ -42,21 +47,10 @@ tar-stream under the Massachusetts Institute of Technology (MIT) license Jimp under the Massachusetts Institute of Technology (MIT) license PDF.JS under the Apache License Version 2.0 @npcz/magic under the BSD-3-Clause License -node-webvtt under the Massachusetts Institute of Technology (MIT) license -@rollup/stream under the Massachusetts Institute of Technology (MIT) license -glob under the Internet Systems Consortium (ISC) license -rollup under the Massachusetts Institute of Technology (MIT) license -terser under the BSD-2-Clause License -@elastic/elasticsearch under the Apache License Version 2.0 -aws4 under the Massachusetts Institute of Technology (MIT) license -mime under the Massachusetts Institute of Technology (MIT) license -rusha under the Massachusetts Institute of Technology (MIT) license -spark-md5 under the Massachusetts Institute of Technology (MIT) license -jimp under the Massachusetts Institute of Technology (MIT) license -pdfjs-dist under the Apache License Version 2.0 -canvas under the Massachusetts Institute of Technology (MIT) license -amazon-cognito-identity-js under the Apache License Version 2.0 -aws-iot-device-sdk under the Apache License Version 2.0 -cropperjs under the Massachusetts Institute of Technology (MIT) license -crypto-js under the Massachusetts Institute of Technology (MIT) license - +TinkerPop3 (Gremlin JS) under the Apache License Version 2.0 +OpenSearch Node.js client under the Apache License Version 2.0 +winkNLP under the Massachusetts Institute of Technology (MIT) license +OWL-ViT (short for Vision Transformer for Open-World Localization) model under the Apache License Version 2.0 +CLIP (Contrastive Language-Image Pretraining) under the Massachusetts Institute of Technology (MIT) license +FAISS under the Massachusetts Institute of Technology (MIT) license +BLIP (Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation) under BSD 3-Clause "New" or "Revised" License diff --git a/README.md b/README.md index ecbc759..e366573 100644 --- a/README.md +++ b/README.md @@ -1,137 +1,314 @@ -# Guidance for Media2Cloud on AWS (formerly known as AWS Media2Cloud Solution) - -## Table of contents -* [Maintenance notice](#maintenance-notice) -* [What's new in V3](#whats-new-in-v3) -* [Introduction](#introduction) -* [Architecture overview](#architecture-overview) - * [Main workflow](./source/main/README.md) - * [Ingest workflow](./source/main/ingest/main/README.md) - * [Analysis workflow](./source/main/analysis/main/README.md) - * [Frontend webapp](./source/webapp/README.md) -* [Installation](#installation) -* [Building and customizing the guidance](#building-and-customizing-the-guidance) -* [Code structure](#code-structure) -* [License](#license) -* [Collection of operational metrics](#collection-of-operational-metrics) +# Guidance for Media2Cloud on AWS + +## Table of Contents + +- [Compatibility Notes](#compatibility-notes) +- [What's New in V4](#whats-new-in-v4) +- [Introduction](#introduction) +- [Installation](#installation) +- [Building and Customizing the Solution](#building-and-customizing-the-solution) +- [Deep dive into Media2Cloud V4](#deep-dive-into-media2cloud-v4) +- [V4 Demo Video Gallery](#v4-demo-video-gallery) +- [LICENSE](#license) +- [Collection of Operational Metrics](#collection-of-operational-metrics) __ -## Maintenance notice +## Compatibility Notes + +If you are running Media2Cloud Version 3, **do not** update your existing stack. Version 4 is **not** compatible with Version 3 in a few areas: -With the release of Version 4, Version 3 of Media2Cloud has entered maintenance mode. New features will only be available in Version 4 going forward. The Version 3 branch will only receive critical bug fixes, such as updates to the Node.js version to 20.x. +- The format of the generated metadata JSON files is different. +- The indices of the Amazon OpenSearch cluster have been optimized and condensed into a single index, `content`, instead of multiple indices such as `celeb` and `label`. -We encourage you to check out the new Version 4 and take advantage of the latest features and improvements. +We are working on a migration path to ensure you can move your Version 3 data files into the Version 4 environment. + +If you are looking for Version 3, please switch to [v3/maintenance](https://github.com/aws-solutions-library-samples/guidance-for-media2cloud-on-aws/tree/v3/maintenance) branch. __ -## What's new in V3? +## What's new in V4? -* New web user interface makes it easier to navigate different categories -* Advanced search feature with [Amazon OpenSearch](https://aws.amazon.com/opensearch-service/the-elk-stack/what-is-opensearch/) service now returns types and timestamps of the search term that allows you to _jump_ to a specific timestamp of the media file that contains the search result. -* Added ```Stats``` view lets you visualize your library. -* Built-in ```Backlog Management System``` to handle large requests of Amazon Rekognition Video processes. -* [Amazon Rekognition Video Segment API](https://docs.aws.amazon.com/rekognition/latest/dg/segment-api.html) allows you to analyze video shot change and technical cues such as black frame, color bar, and end credits event. V3 also converts segment results into Edit Decision List (EDL) format allowing you to import the shot timeline to popular editing software such as Adobe Premerie Pro and BlackMagic DaVinci Resolve. -* [Amazon Rekognition Custom Labels](https://aws.amazon.com/rekognition/custom-labels-features/) (CL) feature is an AutoML service that lets you easily train computer vision models such as image classification and object detection model. Version 3 can use your trained CL model to analyze content. To train a CL model, check out this open source [custom brand detection](https://github.com/aws-samples/amazon-rekognition-custom-brand-detection) project. Version 3 also manages the runtime of your CL models (auto-start and stop the model after use) to minimize inference cost. -* ```Frame based analysis``` option lets you specify the framerate (ie., one frame every second or one frame very two seconds) to run Amazon Rekognition Image API instead of Amazon Rekognition Video API. Note that for Video-specific APIs such as ```Amazon Rekognition Segment``` and ```Amazon Rekognition Person Pathing```, Version 3 continues to use the Video APIs. -* Integrated [Amazon Transcribe Custom Language Model](https://docs.aws.amazon.com/transcribe/latest/dg/create-custom-language-model.html) (CLM) and [Amazon Transcribe Custom Vocabulary](https://docs.aws.amazon.com/transcribe/latest/dg/how-vocabulary.html) features that improve the transcription results. Check out [Building custom language models to supercharge speech-to-text performance for Amazon Transcribe](https://aws.amazon.com/blogs/machine-learning/building-custom-language-models-to-supercharge-speech-to-text-performance-for-amazon-transcribe/) blog post to learn more how you can train a domain specific CLM to improve transcription accuracy. +- **Dynamic frame analysis**: V3 introduced frame-based analysis that allows you to specify frames per second to run the AWS AI/ML services. In V4, the Dynamic frame analysis uses two algorithms (Perceptual Hash and Laplacian Variant) to intelligently select frames to analyze. -__ +- **Auto Face Indexer**: This feature automatically indexes `unrecognized faces` during the analysis workflow. After faces are identified, we use the `late binding` technique that allows you to tag the unrecognized faces after the video files have been analyzed. The tagged names are then automatically propagated to all the video files without the need to re-run the analysis workflow. -## Introduction +- **Scene detection**: Using a combination of AWS Generative AI and AI/ML services, including Amazon Bedrock Text & Vision (Anthropic Claude 3 Haiku / Sonnet) model, Amazon Rekognition Segment API, Amazon Transcribe API, and an open-source machine learning model (to generate image embeddings of the frames) and an ephemeral vector store, V4 provides contextual scene change events along with detailed information such as scene description, IAB Content Taxonomies, GARM Taxonomies, scene sentiments, and brands and logos at the scene level. + +- **Ad break detection**: Leveraging the scene change events derived from the Scene detection, V4 automatically derives and suggests relevant timestamps that are suitable for ad insertions. -Guidance for Media2Cloud on AWS is designed to demonstrate a serverless ingest and analysis framework that can quickly setup a baseline ingest and analysis workflow for placing video, image, audio, and document assets and associated metadata under management control of an AWS customer. The guidance will setup the core building blocks that are common in an ingest and analysis strategy: -* Establish a storage policy that manages master materials as well as proxies generated by the ingest process. -* Provide a unique identifier (UUID) for each master video asset. -* Calculate and provide a MD5 checksum. -* Perform a technical metadata extract against the master asset. -* Build standardized proxies for use in a media asset management solution. -* Run the proxies through audio, video, image analysis. -* Provide a serverless dashboard that allows a developer to setup and monitor the ingest and analysis process. +- **Image contextual description**: V4 uses the Amazon Bedrock model to analyze the uploaded image and provides image description, one-line ALT-TEXT, image file name suggestion, and the top five relevant tags for publishers to enhance SEO. -See it in action! +- **Generative AI plugins**: V4 web user inference enables you to try out Amazon Bedrock models. -![Demo Video](./deployment/tutorials/images/media2cloud-v3.gif) +See quick demo in [V4 Demo Video Gallery](#v4-demo-video-gallery) __ -## Architecture overview +## Introduction + +The AWS Media2Cloud solution is designed to demonstrate a serverless ingest and analysis framework that can quickly set up a baseline ingest and analysis workflow for placing video, image, audio, and document assets and associated metadata under the management control of an AWS customer. The solution will set up the core building blocks that are common in an ingest and analysis strategy: + +- Establish a storage policy that manages master materials as well as proxies generated by the ingest process. +- Provide a unique identifier (UUID) for each master video asset. +- Calculate and provide an MD5 checksum. +- Perform a technical metadata extract against the master asset. +- Build standardized proxies for use in a media asset management solution. +- Run the proxies through audio, video, and image analysis. +- Provide a serverless dashboard that allows a developer to set up and monitor the ingest and analysis process. + + +### Architecture overview ![Architecture](./deployment/tutorials/images/architecture.png) +The architecture diagram depicts a media processing and analysis pipeline on Guidance for Media2Cloud on AWS. It leverages various AWS services to ingest, process, analyze, and store different types of media files such as video, audio, images, and documents. + +The architecture can be divided into the following key components: + +1. **Ingestion Services**: This includes services like AWS Elemental MediaConvert, Mediainfo, PDF.JS, and ExifTool for ingesting different types of media files into the pipeline. + +2. **AWS Step Functions Workflows**: The core of the architecture is built around AWS Step Functions workflows, which orchestrate the media processing and analysis tasks. There are separate workflows for ingesting media files, processing them using AWS AI/ML services, and performing analysis tasks. + +3. **AWS Lambda Functions**: These serverless functions are used for various tasks such as media ingest, video analysis, audio analysis, image analysis, and document analysis. + +4. **AWS AI/ML Services**: The architecture integrates with several AWS AI/ML services like Amazon Bedrock, Amazon Rekognition, Amazon Transcribe, and Amazon Comprehend for performing intelligent media analysis tasks. + +5. **Data Storage Services**: The processed media files and analysis results are stored in Amazon S3 buckets. Other storage services like Amazon DynamoDB, Amazon OpenSearch Service, and Amazon Neptune are used for storing metadata and enabling search capabilities. + +6. **Integration Services**: The architecture supports integration with external systems through Amazon API Gateway, Amazon Cognito (for user authentication), Amazon CloudWatch (for monitoring), and Amazon EventBridge (for event-driven architectures). + +Here is a list of AWS services used in Media2Cloud. + +- Orchestration layer + - AWS Step Functions + - AWS Lambda +- Generative AI and AI/ML layer + - Amazon Bedrock + - Amazon Rekognition + - Amazon Transcribe + - Amazon Comprehend + - Amazon Textract +- Storage and datastore layer + - Amazon Simple Storage Service (S3) + - Amazon DynamoDB + - Amazon OpenSearch Service + - Amazon Neptune +- Frontend authentication and authorization layer + - Amazon Cognito + - Amazon API Gateway + - Amazon CloudFront +- Notification services + - AWS IoT Core + - Amazon Simple Notification layer +- Event layer + - Amazon EventBridge + - Amazon CloudWatch +- Media layer + - AWS Elemental MediaConvert + __ ## Installation -Please follow the instructions described in the guidance implementation guide, [Automated deployment section](https://docs.aws.amazon.com/solutions/latest/media2cloud/automated-deployment.html). +### Prerequisite + +Before you create the Media2Cloud V4 stack, make sure you have enabled the Anthropic Claude 3 Haiku or Sonnet model through the **Amazon Bedrock** console under the `Manage model access` page. + +Currently, the Anthropic Claude 3 Haiku and Sonnet models are available in the US East (N. Virginia) [us-east-1] and US West (Oregon) [us-west-2] regions. If you are creating the Media2Cloud V4 stack in other regions, such as Europe (Ireland), you can still try out the Anthropic Claude 3 Haiku and Sonnet models by enabling the model access in either `us-east-1` or `us-west-2` regions. Keep in mind that there will be additional Data Transfer cost across regions. + +![Amazon Bedrock](./deployment/tutorials/images/amazon-bedrock-model-access.gif) + + +### Create Media2Cloud V4 stack with AWS CloudFormation + +#### _Using AWS Console_ +Log on to AWS CloudFormation console to create a new stack and follow the steps in the following video. + +![AWS CloudFormation](./deployment/tutorials/images/aws-cloudformation-create-stack.gif) + +#### _Using AWS CLI_ + +```sh + +aws cloudformation create-stack \ + --stack-name media2cloudv4 \ + --template-url https://{S3URL}/media2cloud.template \ + --parameters \ + "ParameterKey=VersionCompatibilityStatement,ParameterValue=\"Yes, I understand and proceed\"" \ + "ParameterKey=Email,ParameterValue=\"YOUR@EMAIL.COM\"" \ + "ParameterKey=DefaultAIOptions,ParameterValue=\"Recommended V4 features (v4.default)\"" \ + "ParameterKey=PriceClass,ParameterValue=\"Use Only U.S., Canada and Europe (PriceClass_100)\"" \ + "ParameterKey=StartOnObjectCreation,ParameterValue=\"YES\"" \ + "ParameterKey=UserDefinedIngestBucket,ParameterValue=\"\"" \ + "ParameterKey=OpenSearchCluster,ParameterValue=\"Development and Testing (t3.medium=0,m5.large=1,gp2=10,az=1)\"" \ + "ParameterKey=EnableKnowledgeGraph,ParameterValue=\"NO\"" \ + "ParameterKey=CidrBlock,ParameterValue=\"172.31.0.0/16\"" \ + "ParameterKey=BedrockSecondaryRegionAccess,ParameterValue=\"North Virginia [US East] (us-east-1)\"" \ + "ParameterKey=BedrockModel,ParameterValue=\"Anthropic Claude 3 Haiku\"" \ + --tags \ + "Key=SolutionName,Value=Media2Cloud" \ + "Key=SolutionID,Value=SO0050" \ + --capabilities \ + "CAPABILITY_IAM" \ + "CAPABILITY_NAMED_IAM" \ + "CAPABILITY_AUTO_EXPAND" + +``` + +#### _One-click Pre-built template_ + +|Region|1-click Quick Deploy|Template URL| +|:--|:--|:--| +|US East (N. Virginia)|Launch stack|https://awsi-megs-guidances-us-east-1.s3.amazonaws.com/media2cloud/latest/media2cloud.template| +|US West (Oregon)|Launch stack|https://awsi-megs-guidances-us-west-2.s3.us-west-2.amazonaws.com/media2cloud/latest/media2cloud.template| +|Europe (Ireland)|Launch stack|https://awsi-megs-guidances-eu-west-1.s3.eu-west-1.amazonaws.com/media2cloud/latest/media2cloud.template| + +The stack creation takes about 30 minutes to complete. Upon completion, you should receive an email invitation to the Media2Cloud web portal. + + +#### _Input Parameters_ + +| ParameterKey | ParameterValue | Description | +|:-- |:-- |:--| +|VersionCompatibilityStatement|Yes, I understand and proceed| (Mandatory) Make sure to read the version compatibility statement before you proceed| +| Email | YOUR@EMAIL.COM | (Mandatory) Fill in your email address. The email address is used to sign up to Amazon Cognito UserPool and to receive an invitation email to the Media2Cloud web portal | +|DefaultAIOptions | Recommended V4 features (v4.default) | Choose the default AI/ML settings. The settings can also be modified via the Media2Cloud web portal under the Settings page | +|PriceClass|Use Only U.S., Canada and Europe (PriceClass_100)|Choose the most appropriate Amazon CloudFront price class for your region | +|StartOnObjectCreation|YES|Enable auto-ingestion when a new object is uploaded to the Amazon S3 bucket (IngestBucket)| +|UserDefinedIngestBucket|LEAVE IT BLANK|Optionally you can connect your existing ingest bucket to the Media2Cloud| +|OpenSearchCluster|Development and Testing (t3.medium=0,m5.large=1,gp2=10,az=1)|For testing and evaluation purpose, recommed to use a single instance. For stagging and production environment, consider to use the Production configuration.| +|EnableKnowledgeGraph|NO|Select **YES** if you would like to enable Amazon Neptune graph database which allows you to visualize how your contents are connected in some ways.| +|CidrBlock|172.31.0.0/16|Applicable only if you enable Amazon Neptune graph| +|BedrockSecondaryRegionAccess|North Virginia [US East] (us-east-1)|Choose between `us-east-1` or `us-west-2` region to try out the Generative AI features in Media2Cloud V4. Highly recommended.| +|BedrockModel|Anthropic Claude 3 Haiku|Choose between `Anthropic Claude 3 Haiku` or `Anthropic Claude 3 Sonnet`. Both models are Text & Vision capable.| __ -## Building and customizing the guidance +## Building Media2Cloud V4 on your environment + +#### _Prerequisites_ +Make sure you have the following tools installed on your environment: +- [NodeJS 20.x](https://nodejs.org/en/download/current/) +- [AWS Command Line Interface (CLI)](https://aws.amazon.com/cli/) +- [jq](https://stedolan.github.io/jq/) +- [Docker](https://docs.docker.com/get-docker/) -* **Prerequisites:** building the guidance requires the following tools to be installed on your system. - * [NodeJS 16.x](https://nodejs.org/en/download/) - * [AWS Command Line Interface (CLI)](https://aws.amazon.com/cli/) - * [jq](https://stedolan.github.io/jq/) -* Create a bucket in the AWS region you would like to deploy the guidance. For example, ```media2cloud-template-us-east-1``` in us-east-1 region. -* Make sure to specify ```--single-region``` in the command line indicating you are deploying the templates in a single region +#### _Step 1: Create an Amazon S3 bucket_ - ``` - bash ./build-s3-dist.sh --bucket media2cloud-template-us-east-1 --single-region - ``` -* Ensure that you are owner of the AWS S3 bucket +When you build the Media2Cloud V4 on your environment, you create artifacts such as the CloudFormation templates and the code packages in zip format. You need a S3 bucket to store the artefact such that you can launch the stack by pointing to your own version of CloudFormation templates. - ``` - aws s3api head-bucket \ - --bucket media2cloud-template-us-east-1 \ - --expected-bucket-owner YOUR-AWS-ACCOUNT-NUMBER - ``` -* Deploy the distributable to an Amazon S3 bucket in your account. _Note:_ you must have the AWS Command Line Interface installed. +Skip this step if you already have a S3 bucket that you plan to use. - ``` - bash ./deploy-s3-dist.sh --bucket media2cloud-template-us-east-1 --single-region - ``` +```sh -* Get the HTTPS URL link of ```media2cloud.template``` after you have uploaded to your Amazon S3 bucket. -* Deploy the guidance to your account by launching a new AWS CloudFormation stack using the link of the ```media2cloud.template```. +aws s3api create-bucket --bucket yourname-artefact-bucket --region us-east-1 + +``` + +#### _Step 2: Clone GitHub repo_ + +```sh + +git clone https://github.com/aws-solutions-library-samples/guidance-for-media2cloud-on-aws + +``` + +#### _Step 3: Run the build script_ + +```sh + +# change to the deployment directory +cd guidance-for-media2cloud-on-aws/deployment + +bash build-s3-dist.sh \ + --bucket yourname-artefact-bucket \ + --version v4.1234 \ + --single-region > build.log 2>&1 & + +# tail the build.log +tail -f build.log + +``` + +\* _Tip 1: Always assign an unique version with `--version` flag to ensure Cloudformation Update stack operation works properly. If the version is not updated, the Update stack operation may skip updating some resources. Alternatively, you can update [.version](source/layers/core-lib/lib/.version) under source/layers/core-lib/lib/._ + +\* _Tip 2: Always include `--single-region` flag when you are building the stack for a single region use._ + +#### _Step 4: Deploy the build artefacts to your S3 bucket_ + +```sh + +bash deploy-s3-dist.sh \ + --bucket yourname-artefact-bucket \ + --version v4.1234 \ + --single-region + +``` + +Once the artefacts are uploaded to yourname-artefact-bucket, you can use the HTTPS URL of the `media2cloud.template` to create the stack on CloudFormation. __ -## Code structure - -| Path | Description | -| :--- | :---------- | -| deployment/ | -- | -| deployment/build-s3-dist.sh | shell script to build packages | -| deployment/deploy-s3-dist.sh | shell script to deploy packages to your Amazon S3 bucket | -| deployment/media2cloud.yaml | main Amazon CloudFormation template to deploy the stack | -| source/ | -- | -| source/api | Amazon API Gateway handler | -| source/backlog | implementation of internal queue management to handle large numbers of Amazon Rekognition Video requests | -| source/build | build script used by ```build-s3-dist.sh``` | -| source/custom-resources | lambda function used by Amazon CloudFormation during stack creation and deletion | -| LAYERS | -- | -| source/layers | directory of various AWS Lambda Layers | -| source/layers/aws-sdk-layer | latest AWS SDK layer | -| source/layers/canvas-lib | canvas layer for processing images | -| source/layers/core-lib | core library shared by all lambdas | -| source/layers/fixity-lib | fixity library to compute MD5/SHA1 | -| source/layers/image-process-lib | wrapper to exif-tool to extract image metadata | -| source/layers/mediainfo | mediainfo layer | -| source/layers/pdf-lib | wrapper of pdfjs package | -| source/layers/service-backlog-lib | service backlog of internal queue management | -| WORKFLOWS | -- | -| [source/main](./source/main/README.md) | main state machine | -| [source/main/ingest](./source/main/ingest/README.md) | ingest state machine implementation | -| [source/main/analysis](./source/main/analysis/README.md) | analysis state machine implementation | -| [source/main/automation](./source/main/automation/README.md) | triggers and automations of workflows | -| WEBAPP | -- | -| [source/webapp](./source/webapp/README.md) | implementation of webapp | +## Deep dive into Media2Cloud V4 + +#### _Resource naming convention_ + +The resources created by the Media2Cloud CloudFormation stack follow a naming convention that follows the pattern [SolutionID]-[PartialStackID]-[WorkflowName]. The SolutionID for Media2Cloud is `so0050`, the PartialStackID is a unique ID generated by CloudFormation upon stack creation, and the WorkflowName can be `ingest`, `analysis`, or other workflow names. For example, the Ingestion Main state machine would be named `so0050-000000000000-ingest-main`, and a lambda function in the Analysis Main state machine would be named `so0050-000000000000-analysis-main`. + + +#### _Backend workflow_ + +The core part of the Media2Cloud V4 is the backend ingestion and analysis workflows. To learn more, click on the topics. + +- [Main state machine](./source/main/README.md) + - [Ingestion Main state machine](./source/main/ingest/main/README.md) + - [Video Ingestion state machine](./source/main/ingest/video/README.md) + - [Audio Ingestion state machine](./source/main/ingest/audio/README.md) + - [Image Ingestion state machine](./source/main/ingest/image/README.md) + - [Document Ingestion state machine](./source/main/ingest/document/README.md) + - [Analysis Main state machine](./source/main/analysis/main/README.md) + - [Video Analysis state machine](./source/main/analysis/video/README.md) + - [Audio Analysis state machine](./source/main/analysis/audio/README.md) + - [Image Analysis state machine](./source/main/analysis/image/README.md) + - [Document Analysis state machine](./source/main/analysis/document/README.md) +- [Opensource ML models and vector store](./docker/README.md) + - [CLIP (zeroshot image classification model)](./docker/zero-shot-classifier-on-aws/README.md) + - [OWL-ViT (zero-shot object detection model)](./docker/zero-shot-object-on-aws/README.md) + - [Faiss (ephemeral vector store)](./docker/faiss-on-aws/README.md) + + +#### _Frontend workflow_ + +- [Web application](./source/webapp/README.md) +- [API Endpoint](./source/api/README.md) __ +## V4 Demo Video Gallery + +#### _Scene and Ad break detection_ + +Demonstrating the differences between scene and shot, the conversation topic analysis, the contextual information at the scene level including scene description, IAB Content Taxonomy, GARM Taxonomy, Sentiment, and Brands and logos. + +![Scene and Ad break detection](./deployment/tutorials/images/v4-scene-detection.gif) + +#### _Dynamic Frame Analysis_ + +Demonstrating how the Dynamic Frame Analysis feature can significantly reduce the numbers of API calls to Amazon Rekognition services while still extracting the valuable metadata from the media file. + +![Dynamic Frame Analysis](./deployment/tutorials/images/v4-dynamic-frame-analysis.gif) + +#### _Auto Face Indexer_ + +Demonstrating how the Auto Face Indexer uses the late binding technique to allow you to "tag" the unrecognized faces without re-analyzing the meda files. + +![Auto Face Indexer](./deployment/tutorials/images/v4-auto-face-indexer.gif) + + +__ -## License +## LICENSE Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. @@ -151,6 +328,4 @@ __ ## Collection of operational metrics -This guidance collects anonymized operational metrics to help AWS improve the -quality of features of the guidance. For more information, including how to disable -this capability, please see the [implementation guide](https://docs.aws.amazon.com/solutions/latest/media2cloud/collection-of-operational-metrics.html). +This solution collects anonymous operational metrics to help AWS improve the quality of features of the solution. For more information, including how to disable this capability, please see the [implementation guide](https://aws-solutions-library-samples.github.io/media-entertainment/media2cloud-on-aws.html#anonymized-data-collection). diff --git a/deployment/build-deploy-docker-image.sh b/deployment/build-deploy-docker-image.sh new file mode 100644 index 0000000..1f91ec1 --- /dev/null +++ b/deployment/build-deploy-docker-image.sh @@ -0,0 +1,292 @@ +#!/bin/bash + +######################################################################################## +# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +# SPDX-License-Identifier: Apache-2.0 +######################################################################################## + +# Global variables +PROFILE= +ACCOUNT= +REGION= +IMAGE_TAG= +IMAGE_NAME= +DEPLOY_DIR="$PWD" +DOCKER_DIR= + + +function on_exit_trap() { + cd "$DEPLOY_DIR" + + [[ -z "${IMAGE_TAG}" ]] && \ + return 0 + + highlight "== Clean up before exiting ==" + clean_up "${IMAGE_TAG}" +} + +function clean_up() { + local images=($@) + + for image in ${images[@]}; do + info ">> deleting ${image}" + docker rmi $image + done +} + +function error() { + printf "\n\e[41m[ERR]: $1\e[0m\n" +} + +function info() { + printf "\e[37m$1\e[0m\n" +} + +function verbose() { + printf "\e[90m$1\e[0m\n" +} + +function highlight() { + printf "\n\e[7m$1\e[0m\n" +} + +function success() { + printf "\n\e[42m$1\e[0m\n" +} + +function usage() { + echo -e " +------------------------------------------------------------------------------ + +This script should be run from the repo's apptek directory. It also requires +'aws', 'docker' and 'jq' command line tools. + +------------------------------------------------------------------------------ +cd apptek +bash $(basename $0) --image-name IMAGE_NAME [--profile PROFILE] [--region REGION] + +where + --image-name IMAGE_NAME [REQUIRED] specify docker image name; ex., blip-on-aws, face-api-on-aws + + --profile PROFILE [OPTIONAL] AWS profile of the AWS account that hosts the ECR image. + If not specified, assume 'default' + ex., --profile Admin + + --region REGION [OPTIONAL] set region where the image is pushed to. + If not specified, use default region from your AWS configure + +Example: + bash $(basename $0) \\ + --image-name \"blip-on-aws\" \\ + --profile default \\ + --region eu-west-1 +" +} + +# +# check image tp see if it is already on ECR repository +# +function check_docker_image() { + local tag=$1 + local region=$2 + local profile=$3 + local image=${tag#*\/} + local repo=${image%:*} + local version=${image#*:} + + aws ecr describe-images \ + --region $region \ + --profile $profile \ + --repository-name=$repo \ + --image-ids=imageTag=$version \ + 2>/dev/null + + local response=$? + + # image not exists, we are all good! + if [[ $response -ne 0 ]]; then + info "image doesn't exist. Start building a new docker image..." + return 1 + fi + + # already exists + info "image already exists. Skip building the docker image..." + return 0 +} + +# +# build and tag docker image +# +function build_docker_image() { + local tag=$1 + local image=${tag#*\/} + + docker build -t ${tag} . + if [[ $? -ne 0 ]]; then + error "fail to build $tag" + return 1 + fi + + info $image + + return 0 +} + +# +# build docker image +# +function push_docker_image() { + local tag=$1 + local region=$2 + local profile=$3 + local uri=${tag%\/*} + local image=${tag#*\/} + local repo=${image%:*} + + aws ecr get-login-password --region ${region} --profile ${profile} \ + | docker login --username AWS --password-stdin ${uri} + + if [[ $? -ne 0 ]]; then + error "fail to login to target account" + return 1 + fi + + # create repo, ignore any error as the repo could already exist + info ">> make sure remote repository (${repo}) exists..." + aws ecr create-repository \ + --region $region \ + --profile $profile \ + --repository-name ${repo} \ + --image-scanning-configuration scanOnPush=true \ + --encryption-configuration encryptionType=AES256 + + # push image + docker push $tag + + if [[ $? -ne 0 ]]; then + error "fail to push $tag" + return 1 + fi + + info $image + + return 0 +} + +######################################################################################## +# +# Main routine +# + +# trap exit signal and make sure to remove the TMP_DIR +trap on_exit_trap EXIT + +# Parse command line options +while [[ $# -gt 0 ]]; do + key="$1" + case $key in + -r|--image-name) + IMAGE_NAME="$2" + shift # past key + shift # past value + ;; + -p|--profile) + PROFILE="$2" + shift # past key + shift # past value + ;; + -r|--region) + REGION="$2" + shift # past key + shift # past value + ;; + *) + shift + ;; + esac +done + +# +# check tools +# +which docker jq aws > /dev/null +[[ $? -ne 0 ]] && \ + error "missing 'aws', 'docker', or 'jq' command line tools" && \ + usage && \ + exit 1 + +[[ -z "$IMAGE_NAME" ]] && \ + error "--image-name must be specified" && \ + usage && \ + exit 1 + +# +# source account settings +# +[[ -z "$PROFILE" ]] && \ + PROFILE=default && \ + info "--profile not specified. Assume 'default' AWS profile" + +highlight "== Checking source profile settings ==" + +ACCOUNT=$(aws sts get-caller-identity --profile $PROFILE | jq -r .Account) +[[ -z "$ACCOUNT" ]] && \ + error "failed to get your AWS account ID. Make sure you have the correct profile settings or run 'aws configure' to configure your environment" && \ + usage && \ + exit 1 + +[[ -z "$REGION" ]] && \ + REGION=$(aws configure get region --profile $PROFILE) + +[[ -z "$REGION" ]] && \ + error "failed to get AWS region. Use '--region' option to force the region" && \ + usage && \ + exit 1 + +# Working directory +DOCKER_DIR="$DEPLOY_DIR/../docker/${IMAGE_NAME}" +cd "$DOCKER_DIR" + +# set version and image tag +VERSION=$(date -u +"%Y%m%dT%H%M%SZ") +if test -f ".version"; then + VERSION=$(cat .version) +elif test -f "package.json"; then + VERSION=$(cat package.json | jq .version | tr -d "\"") +fi + +IMAGE_TAG="${ACCOUNT}.dkr.ecr.${REGION}.amazonaws.com/${IMAGE_NAME}:${VERSION}" + +# +# Docker image already exists? +# +highlight "== Checking docker image '${IMAGE_TAG}' on ECR ==" +check_docker_image $IMAGE_TAG $REGION $PROFILE +[[ $? -eq 0 ]] && \ + highlight "${IMAGE_TAG}" && \ + info "== Skipped ==" && \ + exit 0 + +# +# Build image +# +highlight "== Building docker image '${IMAGE_TAG}' ==" +build_docker_image "${IMAGE_TAG}" +[[ $? -ne 0 ]] && \ + exit 1 + +# +# Push image +# +highlight "== Pushing docker image '${IMAGE_TAG} to ECR' ==" +push_docker_image $IMAGE_TAG $REGION $PROFILE +[[ $? -ne 0 ]] && \ + exit 1 + +# +# Done +# +success "== Completed ==" +info "Image created and pushed to ECR: ${IMAGE_TAG}" + +exit 0 diff --git a/deployment/build-open-source-dist.sh b/deployment/build-open-source-dist.sh old mode 100755 new mode 100644 index f3a8ae0..c138c84 --- a/deployment/build-open-source-dist.sh +++ b/deployment/build-open-source-dist.sh @@ -109,7 +109,6 @@ function copy_standard_documents() { "LICENSE.txt" \ "NOTICE.txt" \ "README.md" \ - "solution-manifest.yaml" \ ) pushd "$DEPLOYMENT_DIR"/.. pwd @@ -130,6 +129,7 @@ function copy_source_folder() { find . -name "dist" -type d -exec rm -rf "{}" \; 2> /dev/null find . -name "node_modules" -type d -exec rm -rf "{}" \; 2> /dev/null find . -name "image-process-lib" -type d -exec rm -rf "{}/t" \; 2> /dev/null + find . -name "package-lock.json" -type f -delete popd } diff --git a/deployment/build-s3-dist.sh b/deployment/build-s3-dist.sh old mode 100755 new mode 100644 index cd6bd17..3b4a08e --- a/deployment/build-s3-dist.sh +++ b/deployment/build-s3-dist.sh @@ -81,6 +81,10 @@ while [[ $# -gt 0 ]]; do SINGLE_REGION=true shift # past key ;; + -o|--demo) + DEMO_FEATURES=true + shift # past key + ;; *) shift ;; @@ -95,6 +99,24 @@ TEMPLATE_DIST_DIR="$DEPLOY_DIR/global-s3-assets" BUILD_DIST_DIR="$DEPLOY_DIR/regional-s3-assets" TMP_DIR=$(mktemp -d) +# make sure nodejs v20 is installed +[[ ! "${NODEJS_VERSION}" =~ "v20" ]] && \ + echo "error: Node JS Version must be v20" && \ + exit 1 + +# make sure docker is installed +[ "$(which docker)" == "" ] && \ + echo "error: Docker is required to build some lambda layers" && \ + exit 1 + +[ "$(which jq)" == "" ] && \ + echo "error: JQ command line tool is required" && \ + exit 1 + +[ "$(which aws)" == "" ] && \ + echo "error: AWS CLI command line tool is required" && \ + exit 1 + [ -z "$SOLUTION_ID" ] && \ echo "error: can't find SOLUTION_ID..." && \ usage && \ @@ -119,18 +141,39 @@ TMP_DIR=$(mktemp -d) [ -z "$SINGLE_REGION" ] && \ SINGLE_REGION=false +[ -z "$DEMO_FEATURES" ] && \ + DEMO_FEATURES=false + ## Lambda layer package(s) LAYER_AWSSDK= LAYER_MEDIAINFO= LAYER_CORE_LIB= +LAYER_JIMP= LAYER_IMAGE_PROCESS= LAYER_FIXITY_LIB= -LAYER_CANVAS_LIB= LAYER_PDF_LIB= LAYER_BACKLOG= +LAYER_TOKENIZER= # note: core-lib for custom resource CORE_LIB_LOCAL_PKG= +## Docker image packages for CodeBuild +FAISS_REPO= +FAISS_VER= +FAISS_PKG= + +SHOPPABLE_REPO= +SHOPPABLE_VER= +SHOPPABLE_PKG= + +ZEROSHOT_CLASSIFIER_REPO= +ZEROSHOT_CLASSIFIER_VER= +ZEROSHOT_CLASSIFIER_PKG= + +ZEROSHOT_OBJECT_REPO= +ZEROSHOT_OBJECT_VER= +ZEROSHOT_OBJECT_PKG= + ## Ingest Workflow packages ## PKG_INGEST_MAIN= PKG_INGEST_FIXITY= @@ -145,6 +188,7 @@ PKG_ANALYSIS_AUDIO= PKG_ANALYSIS_VIDEO= PKG_ANALYSIS_IMAGE= PKG_ANALYSIS_DOCUMENT= +PKG_ANALYSIS_POSTPROCESS= PKG_ANALYSIS_STATUS_UPDATER= PKG_BACKLOG_STATUS_UPDATER= PKG_BACKLOG_STREAM_CONNECTOR= @@ -152,17 +196,38 @@ PKG_BACKLOG_CUSTOMLABELS= ## Main Workflow ## PKG_ERROR_HANDLER= PKG_MAIN_S3EVENT= +## Asset Removal workflow ## +PKG_ASSET_REMOVAL= +## Update Face Indexer ## +PKG_UPDATE_FACE_INDEXER= ## CloudFormation Custom Resource ## PKG_CUSTOM_RESOURCES= ## WebApp packages ## PKG_API= PKG_WEBAPP= - -## anonymized data setting -ANONYMIZED_DATA="Yes" +## Graph packages ## +LAYER_GREMLIN= +PKG_GRAPH_INDEXER= +PKG_GRAPH_API= +## Shoppable packages ## +PKG_ANALYSIS_SHOPPABLE= +PKG_SHOPPABLE_API= + +## anonymous data setting +ANONYMOUS_DATA="Yes" [ "$BUILD_ENV" == "dev" ] && \ - ANONYMIZED_DATA="No" + ANONYMOUS_DATA="No" + +# bucket account owner +ACCOUNTID=$(aws sts get-caller-identity | jq .Account | tr -d \") +[ -z "$ACCOUNTID" ] && \ + echo "error: fail to get AWS Account ID" && \ + exit 1 +# check to make sure the deployment bucket belongs to the same account +[ "$(aws s3api get-bucket-location --bucket ${BUCKET_NAME} --expected-bucket-owner ${ACCOUNTID} | jq .LocationConstraint | tr -d \")" == "" ] && \ + echo "error: deployment bucket, \"${BUCKET_NAME}\" doesn't belong to the same AWS Account" && \ + exit 1 ## trap exit signal and make sure to remove the TMP_DIR trap "rm -rf $TMP_DIR" EXIT @@ -189,21 +254,8 @@ function install_dev_dependencies() { echo "------------------------------------------------------------------------------" echo "Install node package dependencies" echo "------------------------------------------------------------------------------" - pushd "$SOURCE_DIR" - npm install -g \ - aws-sdk \ - aws-sdk-mock \ - chai \ - eslint \ - eslint-config-airbnb-base \ - eslint-plugin-import \ - browserify \ - terser \ - mocha \ - nock \ - npm-run-all \ - sinon \ - sinon-chai + pushd "$DEPLOY_DIR/.." + npm install --include=dev popd } @@ -220,10 +272,11 @@ function build_layer_packages() { build_core_lib_layer build_fixity_layer build_mediainfo_layer + build_jimp_layer build_image_process_layer - build_canvas_layer build_pdf_layer build_backlog_layer + build_tokenizer_layer } function build_awssdk_layer() { @@ -249,7 +302,6 @@ function build_core_lib_layer() { pushd "$SOURCE_DIR/layers/${package}" npm install npm run build - npm run zip -- "$LAYER_CORE_LIB" . cp -v "./dist/${LAYER_CORE_LIB}" "$BUILD_DIST_DIR" # also create a local package for custom resource @@ -273,17 +325,65 @@ function build_mediainfo_layer() { popd } +function build_jimp_layer() { + echo "------------------------------------------------------------------------------" + echo "Building JIMP layer package" + echo "------------------------------------------------------------------------------" + local package="jimp" + LAYER_JIMP="${package}-${VERSION}.zip" + pushd "$SOURCE_DIR/layers/${package}" + npm install + npm run build + npm run zip -- "$LAYER_JIMP" . + cp -v "./dist/${LAYER_JIMP}" "$BUILD_DIST_DIR" + popd +} + function build_image_process_layer() { echo "------------------------------------------------------------------------------" - echo "Building image-process layer package" + echo "Building image-process (EXIFTOOL) layer package" echo "------------------------------------------------------------------------------" local package="image-process-lib" LAYER_IMAGE_PROCESS="${package}-${VERSION}.zip" pushd "$SOURCE_DIR/layers/${package}" - npm install - npm run build - npm run zip -- "$LAYER_IMAGE_PROCESS" . - cp -v "./dist/${LAYER_IMAGE_PROCESS}" "$BUILD_DIST_DIR" + + mkdir ./dist + + # If a pre-built package matched the version, skip building + local latestVersion=$(cat package.json | jq .version | tr -d \") + local bucket=$BUCKET_NAME + local key="${SOLUTION}/prebuilt/layers/${package}/${latestVersion}.zip" + + local response=$(aws s3 cp s3://${bucket}/${key} $BUILD_DIST_DIR/${LAYER_IMAGE_PROCESS}) + if [ "$response" != "" ] && [ -f $BUILD_DIST_DIR/${LAYER_IMAGE_PROCESS} ]; then + echo "=== Using Prebuilt package (${latestVersion}.zip) for \"${package}\" ===" + popd + return 0 + fi + + # docker builds Perl5 runtime and exiftool, then package to package.zip + docker build -t ${package} . + [ $? -ne 0 ] && exit 1 + + # create a container so we can copy the zip package to local host + local id=$(docker create ${package}) + docker cp ${id}:/var/task/package.zip ./dist/${LAYER_IMAGE_PROCESS} + + # remove container + docker rm -v $id + + # remove image + docker rmi ${package} + + # copy the prebuilt package to s3 bucket + aws s3api put-object \ + --bucket ${bucket} \ + --key ${key} \ + --body "./dist/${LAYER_IMAGE_PROCESS}" \ + --expected-bucket-owner ${ACCOUNTID} + + mv -v "./dist/${LAYER_IMAGE_PROCESS}" "$BUILD_DIST_DIR" + popd } @@ -301,30 +401,51 @@ function build_fixity_layer() { popd } -function build_canvas_layer() { - echo "------------------------------------------------------------------------------" - echo "Building Canvas layer package" - echo "------------------------------------------------------------------------------" - local package="canvas-lib" - LAYER_CANVAS_LIB="${package}-${VERSION}.zip" - pushd "$SOURCE_DIR/layers/${package}" - npm run build - npm run move -- "$LAYER_CANVAS_LIB" - cp -v "./dist/${LAYER_CANVAS_LIB}" "$BUILD_DIST_DIR" - popd -} - function build_pdf_layer() { echo "------------------------------------------------------------------------------" - echo "Building PDF layer package" + echo "Building PDF layer package (Docker)" echo "------------------------------------------------------------------------------" local package="pdf-lib" LAYER_PDF_LIB="${package}-${VERSION}.zip" pushd "$SOURCE_DIR/layers/${package}" - npm install - npm run build - npm run zip -- "$LAYER_PDF_LIB" . - cp -v "./dist/${LAYER_PDF_LIB}" "$BUILD_DIST_DIR" + + mkdir ./dist + + # If a pre-built package matched the version, skip building + local latestVersion=$(cat package.json | jq .version | tr -d \") + local bucket=$BUCKET_NAME + local key="${SOLUTION}/prebuilt/layers/${package}/${latestVersion}.zip" + + local response=$(aws s3 cp s3://${bucket}/${key} $BUILD_DIST_DIR/${LAYER_PDF_LIB}) + if [ "$response" != "" ] && [ -f $BUILD_DIST_DIR/${LAYER_PDF_LIB} ]; then + echo "=== Using Prebuilt package (${latestVersion}.zip) for \"${package}\" ===" + popd + return 0 + fi + + # docker builds the PDFJS and Canvas modules and package to package.zip + docker build -t ${package} . + [ $? -ne 0 ] && exit 1 + + # create a container so we can copy the zip package to local host + local id=$(docker create ${package}) + docker cp ${id}:/var/task/package.zip ./dist/${LAYER_PDF_LIB} + + # remove container + docker rm -v $id + + # remove image + docker rmi ${package} + + # copy the prebuilt package to s3 bucket + aws s3api put-object \ + --bucket ${bucket} \ + --key ${key} \ + --body "./dist/${LAYER_PDF_LIB}" \ + --expected-bucket-owner ${ACCOUNTID} + + mv -v "./dist/${LAYER_PDF_LIB}" "$BUILD_DIST_DIR" + popd } @@ -342,6 +463,95 @@ function build_backlog_layer() { popd } +function build_tokenizer_layer() { + echo "------------------------------------------------------------------------------" + echo "Building tokenizer layer package" + echo "------------------------------------------------------------------------------" + local package="wink-tokenizer" + LAYER_TOKENIZER="${package}-${VERSION}.zip" + pushd "$SOURCE_DIR/layers/${package}" + npm install + npm run build + npm run zip -- "$LAYER_TOKENIZER" . + cp -v "./dist/${LAYER_TOKENIZER}" "$BUILD_DIST_DIR" + popd +} + +##################################################################### +# +# Docker image packages for CodeBuild +# +##################################################################### +function build_docker_packages() { + echo "------------------------------------------------------------------------------" + echo "Building Docker Packages" + echo "------------------------------------------------------------------------------" + build_docker_faiss_package + build_docker_shoppable_package + build_docker_zeroshot_classifier_package + build_docker_zeroshot_object_package +} + +function build_docker_faiss_package() { + echo "------------------------------------------------------------------------------" + echo "Building Docker Faiss package" + echo "------------------------------------------------------------------------------" + local name="faiss-on-aws" + + pushd "$SOURCE_DIR/../docker/${name}" + local version=$(cat ./.version) + FAISS_REPO=${name} + FAISS_VER="${version}" + FAISS_PKG="${name}-${version}.zip" + zip -rq "$BUILD_DIST_DIR/$FAISS_PKG" . + popd +} + +function build_docker_shoppable_package() { + echo "------------------------------------------------------------------------------" + echo "Building Docker Shoppable Video package" + echo "------------------------------------------------------------------------------" + local name="shoppable-on-aws" + + pushd "$SOURCE_DIR/../docker/${name}" + local version=$(cat ./.version) + SHOPPABLE_REPO=${name} + SHOPPABLE_VER="${version}" + SHOPPABLE_PKG="${name}-${version}.zip" + zip -rq "$BUILD_DIST_DIR/$SHOPPABLE_PKG" . + popd +} + +function build_docker_zeroshot_classifier_package() { + echo "------------------------------------------------------------------------------" + echo "Building Docker Zeroshot Image Classifier package" + echo "------------------------------------------------------------------------------" + local name="zero-shot-classifier-on-aws" + + pushd "$SOURCE_DIR/../docker/${name}" + local version=$(cat ./.version) + ZEROSHOT_CLASSIFIER_REPO=${name} + ZEROSHOT_CLASSIFIER_VER="${version}" + ZEROSHOT_CLASSIFIER_PKG="${name}-${version}.zip" + zip -rq "$BUILD_DIST_DIR/$ZEROSHOT_CLASSIFIER_PKG" . + popd +} + +function build_docker_zeroshot_object_package() { + echo "------------------------------------------------------------------------------" + echo "Building Docker Zeroshot Object Detection package" + echo "------------------------------------------------------------------------------" + local name="zero-shot-object-on-aws" + + pushd "$SOURCE_DIR/../docker/${name}" + local version=$(cat ./.version) + ZEROSHOT_OBJECT_REPO=${name} + ZEROSHOT_OBJECT_VER="${version}" + ZEROSHOT_OBJECT_PKG="${name}-${version}.zip" + zip -rq "$BUILD_DIST_DIR/$ZEROSHOT_OBJECT_PKG" . + popd +} + ##################################################################### # # Service Backlog packages @@ -552,6 +762,7 @@ function build_analysis_workflow_packages() { build_analysis_video_package build_analysis_image_package build_analysis_document_package + build_analysis_postproc_package # status updater build_analysis_status_updater_package } @@ -636,6 +847,22 @@ function build_analysis_document_package() { popd } +function build_analysis_postproc_package() { + echo "------------------------------------------------------------------------------" + echo "Building Analysis Post Processing nested state machine lambda package" + echo "------------------------------------------------------------------------------" + local workflow="analysis" + local statemachine="post-process" + local package="${workflow}-${statemachine}" + PKG_ANALYSIS_POSTPROCESS="${package}-${VERSION}.zip" + pushd "$SOURCE_DIR/main/${workflow}/${statemachine}" + npm install + npm run build + npm run zip -- "$PKG_ANALYSIS_POSTPROCESS" . + cp -v "./dist/$PKG_ANALYSIS_POSTPROCESS" "$BUILD_DIST_DIR" + popd +} + function build_analysis_status_updater_package() { echo "------------------------------------------------------------------------------" echo "Building Analysis Automation Status Updater lambda package" @@ -666,6 +893,10 @@ function build_main_workflow_packages() { build_ingest_workflow_packages # analysis workflow build_analysis_workflow_packages + # asset removal workflow + build_asset_removal_workflow_packages + # update face indexer + build_update_face_indexer_workflow_packages # state machine error handler build_workflow_error_handler_package # optional s3event package @@ -704,6 +935,63 @@ function build_main_automation_s3event_package() { popd } +##################################################################### +# +# Asset Removal Workflow packages +# +##################################################################### +function build_asset_removal_workflow_packages() { + echo "------------------------------------------------------------------------------" + echo "Building Asset Removal Workflow Packages" + echo "------------------------------------------------------------------------------" + # state machine + build_asset_removal_package +} + +function build_asset_removal_package() { + echo "------------------------------------------------------------------------------" + echo "Building Asset Removal state machine lambda package" + echo "------------------------------------------------------------------------------" + local workflow="removal" + local package="${workflow}" + PKG_ASSET_REMOVAL="${workflow}-${VERSION}.zip" + pushd "$SOURCE_DIR/main/${workflow}" + npm install + npm run build + npm run zip -- "$PKG_ASSET_REMOVAL" . + cp -v "./dist/$PKG_ASSET_REMOVAL" "$BUILD_DIST_DIR" + popd +} + + +##################################################################### +# +# Update Face Indexer Workflow packages +# +##################################################################### +function build_update_face_indexer_workflow_packages() { + echo "------------------------------------------------------------------------------" + echo "Building Update Face Indexer Workflow Packages" + echo "------------------------------------------------------------------------------" + # state machine + build_update_face_indexer_package +} + +function build_update_face_indexer_package() { + echo "------------------------------------------------------------------------------" + echo "Building Update Face Indxer state machine lambda package" + echo "------------------------------------------------------------------------------" + local workflow="face-indexer" + local package="${workflow}" + PKG_UPDATE_FACE_INDEXER="${workflow}-${VERSION}.zip" + pushd "$SOURCE_DIR/main/${workflow}" + npm install + npm run build + npm run zip -- "$PKG_UPDATE_FACE_INDEXER" . + cp -v "./dist/$PKG_UPDATE_FACE_INDEXER" "$BUILD_DIST_DIR" + popd +} + ##################################################################### # # API package @@ -761,7 +1049,7 @@ function build_thirdparty_bundle() { local bundle_dir="$SOURCE_DIR/webapp/third_party/$bundle" pushd "$bundle_dir" - npm install --omit=dev --omit=optional + npm install --omit=dev npm run build [ $? -ne 0 ] && exit 1 popd @@ -772,12 +1060,11 @@ function build_webapp_dependencies() { echo "Building webapp dependenceis for browser" echo "------------------------------------------------------------------------------" local bundles=(\ - "aws-iot-sdk-browser-bundle" \ - "amazon-cognito-identity-bundle" \ + "aws-sdk-js-v3-bundle" \ "spark-md5-bundle" \ "cropper-bundle" \ "mime-bundle" \ - "videojs-bundle" \ + "videojs-contrib-ads-bundle" \ "videojs-markers-bundle" \ "bootstrap-bundle" \ "fontawesome-bundle" \ @@ -807,7 +1094,7 @@ function rollup_appjs() { local infile=$1 local outfile=$2 pushd "$SOURCE_DIR/build" - npm install --omit=dev --omit=optional + npm install --omit=dev node post-build.js rollup --input "$infile" --output "$outfile" [ $? -ne 0 ] && exit 1 popd @@ -819,7 +1106,7 @@ function build_index_html() { echo "------------------------------------------------------------------------------" local file=$1 pushd "$SOURCE_DIR/build" - npm install --omit=dev --omit=optional + npm install --omit=dev node post-build.js build-html --html "$file" [ $? -ne 0 ] && exit 1 popd @@ -831,7 +1118,7 @@ function minify_jscript() { echo "------------------------------------------------------------------------------" local file=$1 pushd "$SOURCE_DIR/build" - npm install --omit=dev --omit=optional + npm install --omit=dev node post-build.js minify --dir "$file" [ $? -ne 0 ] && exit 1 popd @@ -843,7 +1130,7 @@ function compute_jscript_integrity() { echo "------------------------------------------------------------------------------" local file=$1 pushd "$SOURCE_DIR/build" - npm install --omit=dev --omit=optional + npm install --omit=dev node post-build.js inject-sri --html "$file" [ $? -ne 0 ] && exit 1 popd @@ -856,7 +1143,7 @@ function build_webapp_package() { local package="webapp" PKG_WEBAPP="${package}-${VERSION}.zip" pushd "$SOURCE_DIR/${package}" - npm install --omit=dev --omit=optional + npm install --omit=dev npm run build # start building all third party bundles @@ -881,6 +1168,124 @@ function build_webapp_package() { popd } +##################################################################### +# +# Graph components +# +##################################################################### +function build_graph_packages() { + echo "------------------------------------------------------------------------------" + echo "[Graph] Building Graph Workflow Packages" + echo "------------------------------------------------------------------------------" + # Gremlin layer + build_gremlin_layer + # Graph API + build_graph_api_package + # Graph Indexer State Machine lambdas + build_graph_workflow_packages +} + +function build_gremlin_layer() { + echo "------------------------------------------------------------------------------" + echo "[Graph] Building GREMLIN layer package" + echo "------------------------------------------------------------------------------" + local workflow="layers" + local package="gremlin" + LAYER_GREMLIN="${workflow}-${package}-${VERSION}.zip" + pushd "$SOURCE_DIR/${workflow}/${package}" + npm install + npm run build + npm run zip -- "$LAYER_GREMLIN" . + cp -v "./dist/${LAYER_GREMLIN}" "$BUILD_DIST_DIR" + popd +} + +function build_graph_api_package() { + echo "------------------------------------------------------------------------------" + echo "[Graph] Building APIGW lambda package" + echo "------------------------------------------------------------------------------" + local workflow="graph" + local package="api" + PKG_GRAPH_API="${workflow}-${package}-${VERSION}.zip" + pushd "$SOURCE_DIR/${workflow}/${package}" + npm install + npm run build + npm run zip -- "$PKG_GRAPH_API" . + cp -v "./dist/$PKG_GRAPH_API" "$BUILD_DIST_DIR" + popd +} + +function build_graph_workflow_packages() { + # Graph Indexer lambda + build_graph_indexer_package +} + +function build_graph_indexer_package() { + echo "------------------------------------------------------------------------------" + echo "[Graph] Building graph index results state machine lambda package" + echo "------------------------------------------------------------------------------" + local workflow="graph" + local package="index-results" + local states="step/states" + PKG_GRAPH_INDEXER="${workflow}-${package}-${VERSION}.zip" + pushd "$SOURCE_DIR/${workflow}/${states}/${package}" + npm install + npm run build + npm run zip -- "$PKG_GRAPH_INDEXER" . + cp -v "./dist/$PKG_GRAPH_INDEXER" "$BUILD_DIST_DIR" + popd +} + +##################################################################### +# +# Shoppable components +# +##################################################################### +function build_shoppable_packages() { + echo "------------------------------------------------------------------------------" + echo "[Shoppable] Building Shoppable Workflow Packages" + echo "------------------------------------------------------------------------------" + # Shoppable API + build_shoppable_api_package + # Shoppable State Machine lambdas + build_shoppable_workflow_packages +} + +function build_shoppable_api_package() { + echo "------------------------------------------------------------------------------" + echo "[Shoppable] Building APIGW lambda package" + echo "------------------------------------------------------------------------------" + local workflow="shoppable" + local package="api" + PKG_SHOPPABLE_API="${workflow}-${package}-${VERSION}.zip" + pushd "$SOURCE_DIR/${workflow}/${package}" + npm install + npm run build + npm run zip -- "$PKG_SHOPPABLE_API" . + cp -v "./dist/$PKG_SHOPPABLE_API" "$BUILD_DIST_DIR" + popd +} + +function build_shoppable_workflow_packages() { + # Similarity search lambda + build_analysis_shoppable_package +} + +function build_analysis_shoppable_package() { + echo "------------------------------------------------------------------------------" + echo "[Shoppable] Building analysis shoppable state machine lambda package" + echo "------------------------------------------------------------------------------" + local workflow="shoppable" + local package="step" + PKG_ANALYSIS_SHOPPABLE="${workflow}-${package}-${VERSION}.zip" + pushd "$SOURCE_DIR/${workflow}/${package}" + npm install + npm run build + npm run zip -- "$PKG_ANALYSIS_SHOPPABLE" . + cp -v "./dist/$PKG_ANALYSIS_SHOPPABLE" "$BUILD_DIST_DIR" + popd +} + ##################################################################### # # CloudFormation templates @@ -933,21 +1338,65 @@ function build_cloudformation_templates() { echo "Updating %%LAYER_MEDIAINFO%% param in cloudformation templates..." sed -i'.bak' -e "s|%%LAYER_MEDIAINFO%%|${LAYER_MEDIAINFO}|g" *.yaml || exit 1 + echo "Updating %%LAYER_JIMP%% param in cloudformation templates..." + sed -i'.bak' -e "s|%%LAYER_JIMP%%|${LAYER_JIMP}|g" *.yaml || exit 1 + echo "Updating %%LAYER_IMAGE_PROCESS%% param in cloudformation templates..." sed -i'.bak' -e "s|%%LAYER_IMAGE_PROCESS%%|${LAYER_IMAGE_PROCESS}|g" *.yaml || exit 1 echo "Updating %%LAYER_FIXITY_LIB%% param in cloudformation templates..." sed -i'.bak' -e "s|%%LAYER_FIXITY_LIB%%|${LAYER_FIXITY_LIB}|g" *.yaml || exit 1 - echo "Updating %%LAYER_CANVAS_LIB%% param in cloudformation templates..." - sed -i'.bak' -e "s|%%LAYER_CANVAS_LIB%%|${LAYER_CANVAS_LIB}|g" *.yaml || exit 1 - echo "Updating %%LAYER_PDF_LIB%% param in cloudformation templates..." sed -i'.bak' -e "s|%%LAYER_PDF_LIB%%|${LAYER_PDF_LIB}|g" *.yaml || exit 1 echo "Updating %%LAYER_BACKLOG%% param in cloudformation templates..." sed -i'.bak' -e "s|%%LAYER_BACKLOG%%|${LAYER_BACKLOG}|g" *.yaml || exit 1 + echo "Updating %%LAYER_TOKENIZER%% param in cloudformation templates..." + sed -i'.bak' -e "s|%%LAYER_TOKENIZER%%|${LAYER_TOKENIZER}|g" *.yaml || exit 1 + + # Docker image packages for CodeBuild + # Faiss + echo "Updating %%FAISS_REPO%% param in cloudformation templates..." + sed -i'.bak' -e "s|%%FAISS_REPO%%|${FAISS_REPO}|g" *.yaml || exit 1 + + echo "Updating %%FAISS_VER%% param in cloudformation templates..." + sed -i'.bak' -e "s|%%FAISS_VER%%|${FAISS_VER}|g" *.yaml || exit 1 + + echo "Updating %%FAISS_PKG%% param in cloudformation templates..." + sed -i'.bak' -e "s|%%FAISS_PKG%%|${FAISS_PKG}|g" *.yaml || exit 1 + + # Shoppable + echo "Updating %%SHOPPABLE_REPO%% param in cloudformation templates..." + sed -i'.bak' -e "s|%%SHOPPABLE_REPO%%|${SHOPPABLE_REPO}|g" *.yaml || exit 1 + + echo "Updating %%SHOPPABLE_VER%% param in cloudformation templates..." + sed -i'.bak' -e "s|%%SHOPPABLE_VER%%|${SHOPPABLE_VER}|g" *.yaml || exit 1 + + echo "Updating %%SHOPPABLE_PKG%% param in cloudformation templates..." + sed -i'.bak' -e "s|%%SHOPPABLE_PKG%%|${SHOPPABLE_PKG}|g" *.yaml || exit 1 + + # Zeroshot-classifier + echo "Updating %%ZEROSHOT_CLASSIFIER_REPO%% param in cloudformation templates..." + sed -i'.bak' -e "s|%%ZEROSHOT_CLASSIFIER_REPO%%|${ZEROSHOT_CLASSIFIER_REPO}|g" *.yaml || exit 1 + + echo "Updating %%ZEROSHOT_CLASSIFIER_VER%% param in cloudformation templates..." + sed -i'.bak' -e "s|%%ZEROSHOT_CLASSIFIER_VER%%|${ZEROSHOT_CLASSIFIER_VER}|g" *.yaml || exit 1 + + echo "Updating %%ZEROSHOT_CLASSIFIER_PKG%% param in cloudformation templates..." + sed -i'.bak' -e "s|%%ZEROSHOT_CLASSIFIER_PKG%%|${ZEROSHOT_CLASSIFIER_PKG}|g" *.yaml || exit 1 + + # Zeroshot-object + echo "Updating %%ZEROSHOT_OBJECT_REPO%% param in cloudformation templates..." + sed -i'.bak' -e "s|%%ZEROSHOT_OBJECT_REPO%%|${ZEROSHOT_OBJECT_REPO}|g" *.yaml || exit 1 + + echo "Updating %%ZEROSHOT_OBJECT_VER%% param in cloudformation templates..." + sed -i'.bak' -e "s|%%ZEROSHOT_OBJECT_VER%%|${ZEROSHOT_OBJECT_VER}|g" *.yaml || exit 1 + + echo "Updating %%ZEROSHOT_OBJECT_PKG%% param in cloudformation templates..." + sed -i'.bak' -e "s|%%ZEROSHOT_OBJECT_PKG%%|${ZEROSHOT_OBJECT_PKG}|g" *.yaml || exit 1 + # custom resource name echo "Updating %%PKG_CUSTOM_RESOURCES%% param in cloudformation templates..." sed -i'.bak' -e "s|%%PKG_CUSTOM_RESOURCES%%|${PKG_CUSTOM_RESOURCES}|g" *.yaml || exit 1 @@ -989,6 +1438,9 @@ function build_cloudformation_templates() { echo "Updating %%PKG_ANALYSIS_DOCUMENT%% param in cloudformation templates..." sed -i'.bak' -e "s|%%PKG_ANALYSIS_DOCUMENT%%|${PKG_ANALYSIS_DOCUMENT}|g" *.yaml || exit 1 + echo "Updating %%PKG_ANALYSIS_POSTPROCESS%% param in cloudformation templates..." + sed -i'.bak' -e "s|%%PKG_ANALYSIS_POSTPROCESS%%|${PKG_ANALYSIS_POSTPROCESS}|g" *.yaml || exit 1 + echo "Updating %%PKG_ANALYSIS_STATUS_UPDATER%% param in cloudformation templates..." sed -i'.bak' -e "s|%%PKG_ANALYSIS_STATUS_UPDATER%%|${PKG_ANALYSIS_STATUS_UPDATER}|g" *.yaml || exit 1 @@ -1009,13 +1461,46 @@ function build_cloudformation_templates() { echo "Updating %%PKG_MAIN_S3EVENT%% param in cloudformation templates..." sed -i'.bak' -e "s|%%PKG_MAIN_S3EVENT%%|${PKG_MAIN_S3EVENT}|g" *.yaml || exit 1 + # Asset Removal + echo "Updating %%PKG_ASSET_REMOVAL%% param in cloudformation templates..." + sed -i'.bak' -e "s|%%PKG_ASSET_REMOVAL%%|${PKG_ASSET_REMOVAL}|g" *.yaml || exit 1 + + # Update Face Indexer + echo "Updating %%PKG_UPDATE_FACE_INDEXER%% param in cloudformation templates..." + sed -i'.bak' -e "s|%%PKG_UPDATE_FACE_INDEXER%%|${PKG_UPDATE_FACE_INDEXER}|g" *.yaml || exit 1 + ## Misc. - echo "Updating %%ANONYMIZED_DATA%% param in cloudformation templates..." - sed -i'.bak' -e "s|%%ANONYMIZED_DATA%%|${ANONYMIZED_DATA}|g" *.yaml || exit 1 + echo "Updating %%ANONYMOUS_DATA%% param in cloudformation templates..." + sed -i'.bak' -e "s|%%ANONYMOUS_DATA%%|${ANONYMOUS_DATA}|g" *.yaml || exit 1 echo "Updating %%SINGLE_REGION%% param in cloudformation templates..." sed -i'.bak' -e "s|%%SINGLE_REGION%%|${SINGLE_REGION}|g" *.yaml || exit 1 + ## Graph Workflow + echo "Updating %%LAYER_GREMLIN%% param in cloudformation templates..." + sed -i'.bak' -e "s|%%LAYER_GREMLIN%%|${LAYER_GREMLIN}|g" *.yaml || exit 1 + + echo "Updating %%PKG_GRAPH_INDEXER%% param in cloudformation templates..." + sed -i'.bak' -e "s|%%PKG_GRAPH_INDEXER%%|${PKG_GRAPH_INDEXER}|g" *.yaml || exit 1 + + echo "Updating %%PKG_GRAPH_API%% param in cloudformation templates..." + sed -i'.bak' -e "s|%%PKG_GRAPH_API%%|${PKG_GRAPH_API}|g" *.yaml || exit 1 + + echo "Updating %%PKG_ANALYSIS_SHOPPABLE%% param in cloudformation templates..." + sed -i'.bak' -e "s|%%PKG_ANALYSIS_SHOPPABLE%%|${PKG_ANALYSIS_SHOPPABLE}|g" *.yaml || exit 1 + + echo "Updating %%PKG_SHOPPABLE_API%% param in cloudformation templates..." + sed -i'.bak' -e "s|%%PKG_SHOPPABLE_API%%|${PKG_SHOPPABLE_API}|g" *.yaml || exit 1 + + # + # DEMO Features + # + local enableShoppable="NO" + if [ "$DEMO_FEATURES" = true ]; then + enableShoppable="YES" + fi + sed -i'.bak' -e "s|%%ENABLE_SHOPPABLE%%|${enableShoppable}|g" *.yaml || exit 1 + # remove .bak runcmd rm -v *.bak # rename .yaml to .template @@ -1034,11 +1519,17 @@ function on_complete() { echo "** LAYER_AWSSDK=${LAYER_AWSSDK} **" echo "** LAYER_CORE_LIB=${LAYER_CORE_LIB} **" echo "** LAYER_MEDIAINFO=${LAYER_MEDIAINFO} **" + echo "** LAYER_JIMP=${LAYER_JIMP} **" echo "** LAYER_IMAGE_PROCESS=${LAYER_IMAGE_PROCESS} **" echo "** LAYER_FIXITY_LIB=${LAYER_FIXITY_LIB} **" - echo "** LAYER_CANVAS_LIB=${LAYER_CANVAS_LIB} **" echo "** LAYER_PDF_LIB=${LAYER_PDF_LIB} **" echo "** LAYER_BACKLOG=${LAYER_BACKLOG} **" + echo "** LAYER_TOKENIZER=${LAYER_TOKENIZER} **" + ## Docker image packages + echo "** FAISS_PKG=${FAISS_PKG} [${FAISS_REPO}:${FAISS_VER}] **" + echo "** SHOPPABLE_PKG=${SHOPPABLE_PKG} [${SHOPPABLE_REPO}:${SHOPPABLE_VER}]**" + echo "** ZEROSHOT_CLASSIFIER_PKG=${ZEROSHOT_CLASSIFIER_PKG} [${ZEROSHOT_CLASSIFIER_REPO}:${ZEROSHOT_CLASSIFIER_VER}] **" + echo "** ZEROSHOT_OBJECT_PKG=${ZEROSHOT_OBJECT_PKG} [${ZEROSHOT_OBJECT_REPO}:${ZEROSHOT_OBJECT_VER}] **" ## Backlog Service ## echo "** PKG_BACKLOG_STATUS_UPDATER=${PKG_BACKLOG_STATUS_UPDATER} **" echo "** PKG_BACKLOG_STREAM_CONNECTOR=${PKG_BACKLOG_STREAM_CONNECTOR} **" @@ -1056,17 +1547,38 @@ function on_complete() { echo "** PKG_ANALYSIS_VIDEO=${PKG_ANALYSIS_VIDEO} **" echo "** PKG_ANALYSIS_IMAGE=${PKG_ANALYSIS_IMAGE} **" echo "** PKG_ANALYSIS_DOCUMENT=${PKG_ANALYSIS_DOCUMENT} **" + echo "** PKG_ANALYSIS_POSTPROCESS=${PKG_ANALYSIS_POSTPROCESS} **" echo "** PKG_ANALYSIS_STATUS_UPDATER=${PKG_ANALYSIS_STATUS_UPDATER} **" ## Main Workflow ## echo "** PKG_ERROR_HANDLER=${PKG_ERROR_HANDLER} **" echo "** PKG_MAIN_S3EVENT=${PKG_MAIN_S3EVENT} **" + ## Asset Removal Workflow ## + echo "** PKG_ASSET_REMOVAL=${PKG_ASSET_REMOVAL} **" + ## Update Face Indexer Workflow ## + echo "** PKG_UPDATE_FACE_INDEXER=${PKG_UPDATE_FACE_INDEXER} **" ## WebApp ## echo "** PKG_API=${PKG_API} **" echo "** PKG_WEBAPP=${PKG_WEBAPP} **" + ## Graph Workflow ## + echo "** LAYER_GREMLIN=${LAYER_GREMLIN} **" + echo "** PKG_GRAPH_INDEXER=${PKG_GRAPH_INDEXER} **" + echo "** PKG_GRAPH_API=${PKG_GRAPH_API} **" + ## Shoppable Workflow ## + echo "** PKG_ANALYSIS_SHOPPABLE=${PKG_ANALYSIS_SHOPPABLE} **" + echo "** PKG_SHOPPABLE_API=${PKG_SHOPPABLE_API} **" + ## Misc. ## echo "** PKG_CUSTOM_RESOURCES=${PKG_CUSTOM_RESOURCES} **" } +# clean_start +# build_core_lib_layer +# build_custom_resources_package +# build_docker_packages +# build_cloudformation_templates +# on_complete +# exit 0 + # # main routine goes here # @@ -1077,12 +1589,18 @@ install_dev_dependencies build_layer_packages # custom resource build_custom_resources_package +# docker image packages +build_docker_packages # backlog service build_backlog_packages # main workflow build_main_workflow_packages # api build_api_package +# graph components +build_graph_packages +# shoppable components +build_shoppable_packages # webapp build_webapp_package # cloudformation diff --git a/deployment/common.sh b/deployment/common.sh index 6d13862..2b4acd1 100644 --- a/deployment/common.sh +++ b/deployment/common.sh @@ -73,7 +73,7 @@ function grep_solution_version() { } # -# REGIONS := these are the regions that supports Media2Cloud solution. +# REGIONS := these are the regions that supports Guidance for Media2Cloud on AWS. # REGIONS=( \ us-east-1 \ @@ -83,20 +83,12 @@ REGIONS=( \ ca-central-1 \ eu-west-1 \ eu-west-2 \ - eu-west-3 \ - eu-north-1 \ eu-central-1 \ - me-south-1 \ - ap-east-1 \ ap-south-1 \ ap-northeast-1 \ ap-northeast-2 \ - ap-northeast-3 \ ap-southeast-1 \ ap-southeast-2 \ - sa-east-1 \ - cn-north-1 \ - cn-northwest-1 \ ) # diff --git a/deployment/deploy-s3-dist.sh b/deployment/deploy-s3-dist.sh old mode 100755 new mode 100644 index b7b58ef..ac7f4d9 --- a/deployment/deploy-s3-dist.sh +++ b/deployment/deploy-s3-dist.sh @@ -12,6 +12,7 @@ ACCOUNTID= SOURCE_DIR="../source" TEMPLATE_DIST_DIR="global-s3-assets" BUID_DIST_DIR="regional-s3-assets" +MAIN_TEMPLATE="media2cloud.template" # # @function usage @@ -48,6 +49,8 @@ where control setting. You could specify 'public-read' if you plan to share the solution with other AWS accounts. Note that it requires your bucket to be configured to permit 'public-read' acl settings + + --latest [optional] if specified, also deploy the templates to "latest/" folder " return 0 } @@ -76,13 +79,17 @@ while [[ $# -gt 0 ]]; do ;; -r|--single-region) SINGLE_REGION=true - shift # key + shift # past argument ;; -a|--acl) ACL_SETTING="$2" shift # past argument shift # past value ;; + -l|--latest) + DEPLOY_LATEST=true + shift # past argument + ;; *) shift ;; @@ -102,7 +109,7 @@ done usage && \ exit 1 -ACCOUNTID=$(aws sts get-caller-identity --output json | jq .Account | tr -d \") +ACCOUNTID=$(aws sts get-caller-identity | jq .Account | tr -d \") [ -z "$ACCOUNTID" ] && \ echo "error: fail to get AWS Account ID" && \ exit 1 @@ -116,6 +123,9 @@ ACCOUNTID=$(aws sts get-caller-identity --output json | jq .Account | tr -d \") [ -z "$ACL_SETTING" ] && \ ACL_SETTING="bucket-owner-full-control" +[ -z "$DEPLOY_LATEST" ] && \ + DEPLOY_LATEST=false + # # @function copy_to_bucket # @description copy solution to regional bucket @@ -124,22 +134,66 @@ function copy_to_bucket() { local source=$1 local bucket=$2 local dest=s3://${bucket}/${SOLUTION}/${VERSION}/ + # get bucket region and ensure bucket is owned by the same AWS account. LocationConstraint returns null if bucket is in us-east-1 region - local location=$(aws s3api get-bucket-location --bucket ${bucket} --expected-bucket-owner ${ACCOUNTID} --output json | jq .LocationConstraint | tr -d \") + local location=$(aws s3api get-bucket-location --bucket ${bucket} --expected-bucket-owner ${ACCOUNTID} | jq .LocationConstraint | tr -d \") [ -z "$location" ] && \ echo "Bucket '${bucket}' either doesn't exist or doesn't belong to accountId '${ACCOUNTID}'. exiting..." && \ exit 1 + local region="us-east-1" [ "$location" != "null" ] && \ region=$location - # upload artifacts to the regional bucket - echo "== Deploy '${SOLUTION} ($VERSION)' package from '${source}' to '${dest}' in '${region}' [BEGIN] ==" + + local latestUrl="" + local domain=s3.${region}.amazonaws.com + local optionalFlag="--acl ${ACL_SETTING}" if [ "$region" == "us-east-1" ]; then - aws s3 cp $source $dest --recursive --acl ${ACL_SETTING} - else - aws s3 cp $source $dest --recursive --acl ${ACL_SETTING} --region ${region} + domain=s3.amazonaws.com + optionalFlag="${optionalFlag} --region ${region}" fi + + # upload artifacts to the regional bucket + echo "== Deploy '${SOLUTION} ($VERSION)' package from '${source}' to '${dest}' in '${region}' [BEGIN] ==" + aws s3 cp $source $dest --recursive $optionalFlag echo "== Deploy '${SOLUTION} ($VERSION)' package from '${source}' to '${dest}' in '${region}' [COMPLETED] ==" + + # deploy to "latest" folder if specified + if [ "$DEPLOY_LATEST" == "true" ]; then + latestUrl="https://${bucket}.${domain}/${SOLUTION}/latest/${MAIN_TEMPLATE}" + + echo "" + echo "== Also deploying templates to latest/ ==" + + local templateSrc=$TEMPLATE_DIST_DIR + local templateDest=s3://${bucket}/${SOLUTION}/latest/ + aws s3 cp $templateSrc $templateDest --recursive $optionalFlag + + echo "" + fi + + local url="https://${bucket}.${domain}/${SOLUTION}/${VERSION}/${MAIN_TEMPLATE}" + echo "========================================" + echo "" + echo "HTTPS URL:" + echo "$url" + echo "" + echo "One-click URL to create stack:" + echo "https://console.aws.amazon.com/cloudformation/home?region=${region}#/stacks/quickcreate?templateURL=${url}&stackName=media2cloudv4" + echo "" + + if [ "$latestUrl" != "" ]; then + echo "== (LATEST URL) ==================" + echo "" + echo "$latestUrl" + echo "" + echo "One-click URL to create stack:" + echo "https://console.aws.amazon.com/cloudformation/home?region=${region}#/stacks/quickcreate?templateURL=${latestUrl}&stackName=media2cloudv4" + echo "" + fi + + echo "----------------------------------------" + echo "" } if [ "$SINGLE_REGION" != "true" ]; then diff --git a/deployment/github-codepipeline.yaml b/deployment/github-codepipeline.yaml deleted file mode 100644 index 4276cfc..0000000 --- a/deployment/github-codepipeline.yaml +++ /dev/null @@ -1,629 +0,0 @@ -AWSTemplateFormatVersion: "2010-09-09" - -Description: Sample code to create AWS CodePipeline and connect to GitHub repo - -Parameters: - SolutionName: - Description: specify the name of the solution - Type: String - AllowedPattern: "[a-zA-Z0-9-]+" - Default: media2cloud - - BuildVersion: - Description: specify build version - Type: String - AllowedPattern: "[a-zA-Z0-9-]+" - Default: v2 - - BuildType: - Description: specify pipeline type - Type: String - Default: dev - AllowedValues: - - prod - - dev - - stage - - GitHubOwner: - Description: specify owner of the repo - Type: String - AllowedPattern: "[a-zA-Z0-9-]+" - - GitHubRepo: - Description: specify the name of the repo - Type: String - AllowedPattern: "[a-zA-Z0-9-]+" - - GitHubBranch: - Description: specify the branch to run AWS CodePipeline - Type: String - Default: master - AllowedValues: - - master - - GitHubOAuthToken: - Type: String - Description: provide GitHub personal access tokens (40 hex characters). See https://github.com/settings/tokens for details. - NoEcho: true - AllowedPattern: "[a-zA-Z0-9]{40}" - -Metadata: - AWS::CloudFormation::Interface: - ParameterGroups: - - - Label: - default: SOLUTION CONFIGURATION - Parameters: - - SolutionName - - BuildVersion - - BuildType - - - Label: - default: GITHUB CONFIGURATION - Parameters: - - GitHubOwner - - GitHubRepo - - GitHubBranch - - GitHubOAuthToken - ParameterLabels: - SolutionName: - default: "Name" - BuildVersion: - default: "Build Version" - BuildType: - default: "Environment Type" - GitHubOwner: - default: "Repository Owner" - GitHubRepo: - default: "Repository" - GitHubBranch: - default: "Branch" - GitHubOAuthToken: - default: "Personal Access Tokens" - -Mappings: - CodeBuild: - Image: - #Name: aws/codebuild/standard:3.0 - Name: aws/codebuild/amazonlinux2-x86_64-standard:3.0 - Type: LINUX_CONTAINER - -Resources: - ################################################################################ - # - # Amazon S3 Bucket(s) to store artifact and outputs - # - ################################################################################ - BucketArtifact: - Type: AWS::S3::Bucket - DeletionPolicy: Retain - Metadata: - cfn_nag: - rules_to_suppress: - - - id: W35 - reason: Suppress access logs warning - Properties: - BucketName: !Sub [ - "${x0}-${x1}-artifact", { - x0: !Ref "AWS::StackName", - x1: !Select [ - 4, - !Split [ - "-", - !Select [ - 2, - !Split [ - "/", - !Ref "AWS::StackId" - ] - ] - ] - ] - } - ] - BucketEncryption: - ServerSideEncryptionConfiguration: - - - ServerSideEncryptionByDefault: - SSEAlgorithm: aws:kms - VersioningConfiguration: - Status: Enabled - - BucketArtifactPolicy: - Type: AWS::S3::BucketPolicy - Properties: - Bucket: !Ref BucketArtifact - PolicyDocument: - Statement: - - - Effect: Deny - Principal: "*" - Action: "s3:*" - Resource: - - !Sub "arn:aws:s3:::${BucketArtifact}/*" - - !Sub "arn:aws:s3:::${BucketArtifact}" - Condition: - Bool: - "aws:SecureTransport": false - - BucketOutput: - Type: AWS::S3::Bucket - DeletionPolicy: Retain - Metadata: - cfn_nag: - rules_to_suppress: - - - id: W35 - reason: Suppress access logs warning - Properties: - BucketName: !Sub [ - "${x0}-${x1}-output", { - x0: !Ref "AWS::StackName", - x1: !Select [ - 4, - !Split [ - "-", - !Select [ - 2, - !Split [ - "/", - !Ref "AWS::StackId" - ] - ] - ] - ] - } - ] - BucketEncryption: - ServerSideEncryptionConfiguration: - - - ServerSideEncryptionByDefault: - SSEAlgorithm: aws:kms - VersioningConfiguration: - Status: Enabled - - BucketOutputPolicy: - Type: AWS::S3::BucketPolicy - Properties: - Bucket: !Ref BucketOutput - PolicyDocument: - Statement: - - - Effect: Deny - Principal: "*" - Action: "s3:*" - Resource: - - !Sub "arn:aws:s3:::${BucketOutput}/*" - - !Sub "arn:aws:s3:::${BucketOutput}" - Condition: - Bool: - "aws:SecureTransport": false - - ################################################################################ - # - # AWS Secret Manager resource to store GitHub personal access tokens - # - ################################################################################ - SecretManager: - Type: AWS::SecretsManager::Secret - Properties: - Description: !Sub "(${AWS::StackName}) store GitHub personal access tokens" - Name: !Sub "${GitHubRepo}-github-token" - SecretString: !Sub '{"token": "${GitHubOAuthToken}"}' - KmsKeyId: !Sub "arn:aws:kms:${AWS::Region}:${AWS::AccountId}:alias/aws/secretsmanager" - Tags: - - - Key: SolutionName - Value: !Ref SolutionName - - ################################################################################ - # - # AWS CodePipeline resources - # - ################################################################################ - CodePipelineRole: - Type: AWS::IAM::Role - Properties: - Path: / - AssumeRolePolicyDocument: - Statement: - - - Action: sts:AssumeRole - Effect: Allow - Principal: - Service: codepipeline.amazonaws.com - Policies: - - - PolicyName: !Sub ${SolutionName}-${BuildType}-${BuildVersion} - PolicyDocument: - Statement: - ## CloudWatch logs - - - Effect: "Allow" - Action: - - "logs:CreateLogGroup" - - "logs:CreateLogStream" - - "logs:PutLogEvents" - Resource: !Sub "arn:aws:logs:${AWS::Region}:${AWS::AccountId}:log-group:*" - ## S3 - - - Effect: "Allow" - Action: "s3:GetBucketVersioning" - Resource: !Sub "arn:aws:s3:::${BucketArtifact}" - - - Effect: "Allow" - Action: - - "s3:GetObject" - - "s3:GetObjectVersion" - - "s3:PutObject" - Resource: !Sub "arn:aws:s3:::${BucketArtifact}/*" - ## CodeBuild - - - Effect: "Allow" - Action: - - "codebuild:BatchGetBuilds" - - "codebuild:StartBuild" - Resource: - - !Sub "arn:aws:codebuild:${AWS::Region}:${AWS::AccountId}:project/${GitHubRepo}-${BuildType}-build-stage" - - !Sub "arn:aws:codebuild:${AWS::Region}:${AWS::AccountId}:project/${GitHubRepo}-${BuildType}-scan-stage" - - !Sub "arn:aws:codebuild:${AWS::Region}:${AWS::AccountId}:project/${GitHubRepo}-${BuildType}-deploy-stage" - - CodePipelineWebhook: - Type: AWS::CodePipeline::Webhook - Properties: - Authentication: GITHUB_HMAC - AuthenticationConfiguration: - SecretToken: !Sub "{{resolve:secretsmanager:${GitHubRepo}-github-token:SecretString:token}}" - Filters: - - - JsonPath: $.ref - MatchEquals: "refs/heads/{Branch}" - TargetPipeline: !Ref CodePipeline - TargetAction: GitHub - Name: GitHubWebhook - TargetPipelineVersion: !GetAtt CodePipeline.Version - RegisterWithThirdParty: true - - CodePipeline: - Type: AWS::CodePipeline::Pipeline - Properties: - Name: !Sub ${GitHubRepo}-${BuildType} - RoleArn: !GetAtt CodePipelineRole.Arn - ArtifactStore: - Type: S3 - Location: !Ref BucketArtifact - Stages: - - - Name: Source - Actions: - - - Name: GitHub - ActionTypeId: - Category: Source - Owner: ThirdParty - Version: 1 - Provider: GitHub - OutputArtifacts: - - Name: SourceApp - Configuration: - Owner: !Ref GitHubOwner - Repo: !Ref GitHubRepo - Branch: !Ref GitHubBranch - OAuthToken: !Sub "{{resolve:secretsmanager:${GitHubRepo}-github-token:SecretString:token}}" - PollForSourceChanges: false - RunOrder: 1 - - - Name: Build - Actions: - - - Name: BuildCode - InputArtifacts: - - Name: SourceApp - ActionTypeId: - Category: Build - Owner: AWS - Version: 1 - Provider: CodeBuild - OutputArtifacts: - - Name: BuildApp - Configuration: - ProjectName: !Ref StageBuild - - - Name: CfnNagScan - Actions: - - - Name: CfnNagScan - InputArtifacts: - - Name: BuildApp - ActionTypeId: - Category: Build - Owner: AWS - Version: 1 - Provider: CodeBuild - Configuration: - ProjectName: !Ref StageCfnNagScan - - - Name: DeployAssets - Actions: - - - Name: DeployPackage - InputArtifacts: - - Name: BuildApp - ActionTypeId: - Category: Build - Owner: AWS - Version: 1 - Provider: CodeBuild - Configuration: - ProjectName: !Ref StageDeploy - - ################################################################################ - # - # AWS CodeBuild resources - # - ################################################################################ - CodeBuildRole: - Type: AWS::IAM::Role - Properties: - Path: / - AssumeRolePolicyDocument: - Statement: - - - Action: sts:AssumeRole - Effect: Allow - Principal: - Service: codebuild.amazonaws.com - Policies: - - - PolicyName: !Sub ${SolutionName}-${BuildType}-${BuildVersion}-build - PolicyDocument: - Statement: - ## CloudWatch logs - - - Effect: "Allow" - Action: - - "logs:CreateLogGroup" - - "logs:CreateLogStream" - - "logs:PutLogEvents" - Resource: !Sub "arn:aws:logs:${AWS::Region}:${AWS::AccountId}:log-group:/aws/codebuild/*" - ## S3 - - - Effect: "Allow" - Action: - - "s3:GetObject" - - "s3:GetObjectVersion" - - "s3:PutObject" - Resource: - - !Sub "arn:aws:s3:::${BucketArtifact}/*" - - !Sub "arn:aws:s3:::${BucketOutput}/*" - - StageBuild: - Type: AWS::CodeBuild::Project - Properties: - Name: !Sub ${GitHubRepo}-${BuildType}-build-stage - Description: !Sub Build ${BuildType} for ${GitHubRepo} - ServiceRole: !Sub ${CodeBuildRole.Arn} - Source: - Type: CODEPIPELINE - BuildSpec: !Sub | - version: 0.2 - phases: - install: - runtime-versions: - nodejs: 16 - commands: - - echo "== Node Version = `node --version` ==" - pre_build: - commands: - - echo "== Installing dependencies and executing unit tests - `pwd` ==" - - cd deployment && chmod +x ./run-unit-tests.sh && ./run-unit-tests.sh - - echo "Installing dependencies and executing unit tests completed `date`" - build: - commands: - - echo "== Starting build `date` in `pwd` ==" - - chmod +x ./build-s3-dist.sh && ./build-s3-dist.sh --bucket $DIST_OUTPUT_BUCKET --solution $SOLUTION_NAME --version $VERSION --single-region - - echo "Build completed `date`" - - echo "== Starting open-source-dist `date` in `pwd` ==" - - chmod +x ./build-open-source-dist.sh && ./build-open-source-dist.sh --solution $SOLUTION_NAME - - echo "Open Source Dist completed `date`" - post_build: - commands: - - echo "== Nothing to do in Post build ==" - artifacts: - files: - - deployment/**/* - - source/**/* - - LICENSE.txt - - THIRD_PARTY_LICENSES.txt - - NOTICE.txt - - README.md - - CODE_OF_CONDUCT.md - - CONTRIBUTING.md - - CHANGELOG.md - - .github/PULL_REQUEST_TEMPLATE.md - Environment: - ComputeType: BUILD_GENERAL1_MEDIUM - Image: !FindInMap [ - "CodeBuild", - "Image", - "Name" - ] - Type: !FindInMap [ - "CodeBuild", - "Image", - "Type" - ] - EnvironmentVariables: - - - Name: SOLUTION_NAME - Value: !Ref SolutionName - - - Name: VERSION - Value: !Ref BuildVersion - - - Name: PIPELINE_TYPE - Value: !Ref BuildType - - - Name: BUILD_OUTPUT_BUCKET - Value: !Ref BucketOutput - - - Name: DIST_OUTPUT_BUCKET - Value: !Ref BucketOutput - - - Name: TEMPLATE_OUTPUT_BUCKET - Value: !Ref BucketOutput - - - Name: GITHUB_OUTPUT_BUCKET - Value: !Ref BucketOutput - Artifacts: - Name: !Sub ${GitHubRepo}-${BuildType} - Type: CODEPIPELINE - EncryptionKey: !Sub "arn:aws:kms:${AWS::Region}:${AWS::AccountId}:alias/aws/s3" - - StageCfnNagScan: - Type: AWS::CodeBuild::Project - Properties: - Name: !Sub ${GitHubRepo}-${BuildType}-scan-stage - Description: !Sub Independent CfnNag scan project for post build artifacts. - ServiceRole: !Sub ${CodeBuildRole.Arn} - Source: - Type: CODEPIPELINE - BuildSpec: !Sub | - version: 0.2 - phases: - install: - runtime-versions: - ruby: 2.6 - commands: - - echo "Installing cfn_nag utility - `pwd`" - - gem install cfn-nag - - cfn_nag -v - - echo "cfn_nag utility installation complete `date`" - build: - commands: - - echo "Starting cfn_nag scanning `date` in `pwd`" - - for y in `find deployment/dist/* -name "*.template"`; do echo "============= $y ================" ; cfn_nag --fail-on-warnings $y || ec1=$?; done - - if [ "$ec1" -ne "0" ]; then echo 'ERROR-1'; else echo 'SUCCESS-1'; ec1=0; fi - - echo "Exit Code 1 `echo $ec1`" - - for y in `find deployment/global-s3-assets/* -name "*.template"`; do echo "============= $y ================" ; cfn_nag --fail-on-warnings $y || ec2=$?; done - - if [ "$ec2" -ne "0" ]; then echo 'ERROR-2'; else echo 'SUCCESS-2'; ec2=0; fi - - echo "Exit Code 2 `echo $ec2`" - - echo "Completed cfn_nag scanning `date`" - - echo "Analyze exit codes and exit" - - if [ "$ec1" -ne "0" ] || [ "$ec2" -ne "0" ]; then echo 'ERROR'; ec=1; else echo 'SUCCESS'; ec=0; fi; - - echo "Exit Code Final `echo $ec`" - - exit $ec - artifacts: - files: - - deployment/**/* - - source/**/* - - LICENSE.txt - - THIRD_PARTY_LICENSES.txt - - NOTICE.txt - - README.md - - CODE_OF_CONDUCT.md - - CONTRIBUTING.md - - CHANGELOG.md - - .github/PULL_REQUEST_TEMPLATE.md - - buildspec.yml - Environment: - ComputeType: BUILD_GENERAL1_SMALL - Image: !FindInMap [ - "CodeBuild", - "Image", - "Name" - ] - Type: !FindInMap [ - "CodeBuild", - "Image", - "Type" - ] - Artifacts: - Name: CodeBuild-CfnNag-Scan-Verified - Type: CODEPIPELINE - EncryptionKey: !Sub "arn:aws:kms:${AWS::Region}:${AWS::AccountId}:alias/aws/s3" - - StageDeploy: - Type: AWS::CodeBuild::Project - Properties: - Name: !Sub ${GitHubRepo}-${BuildType}-deploy-stage - Description: !Sub Deploy ${BuildType} for ${GitHubRepo} to Output Bucket - ServiceRole: !Sub ${CodeBuildRole.Arn} - Source: - Type: CODEPIPELINE - BuildSpec: !Sub | - version: 0.2 - phases: - install: - runtime-versions: - nodejs: 16 - commands: - - echo "== Node Version = `node --version` ==" - pre_build: - commands: - - echo "== Nothing to od in pre_build ==" - build: - commands: - - echo "== Copying assets to output bucket `date` in `pwd` ==" - - echo "Copying CF templates to /$TEMPLATE_OUTPUT_BUCKET/" - - aws s3 cp deployment/global-s3-assets/ s3://$TEMPLATE_OUTPUT_BUCKET/$SOLUTION_NAME/$VERSION/ --recursive --acl bucket-owner-full-control - - echo "Copying assets to /$BUILD_OUTPUT_BUCKET/" - - aws s3 cp deployment/regional-s3-assets/ s3://$BUILD_OUTPUT_BUCKET/$SOLUTION_NAME/$VERSION/ --recursive --acl bucket-owner-full-control - - echo "Copying GitHub assets to /$GITHUB_OUTPUT_BUCKET/" - - aws s3 cp deployment/open-source/ s3://$GITHUB_OUTPUT_BUCKET/$SOLUTION_NAME/$VERSION/open-source/ --recursive --acl bucket-owner-full-control - - echo "== Copying assets to output bucket complete `date` ==" - post_build: - commands: - - echo "== Nothing to do in post_build ==" - - echo "deployment of assets completed on `date`" - artifacts: - files: - - deployment/**/* - - source/**/* - - LICENSE.txt - - THIRD_PARTY_LICENSES.txt - - NOTICE.txt - - README.md - - CODE_OF_CONDUCT.md - - CONTRIBUTING.md - - CHANGELOG.md - - .github/PULL_REQUEST_TEMPLATE.md - Environment: - ComputeType: BUILD_GENERAL1_MEDIUM - Image: !FindInMap [ - "CodeBuild", - "Image", - "Name" - ] - Type: !FindInMap [ - "CodeBuild", - "Image", - "Type" - ] - EnvironmentVariables: - - - Name: SOLUTION_NAME - Value: !Ref SolutionName - - - Name: VERSION - Value: !Ref BuildVersion - - - Name: PIPELINE_TYPE - Value: !Ref BuildType - - - Name: BUILD_OUTPUT_BUCKET - Value: !Ref BucketOutput - - - Name: DIST_OUTPUT_BUCKET - Value: !Ref BucketOutput - - - Name: TEMPLATE_OUTPUT_BUCKET - Value: !Ref BucketOutput - - - Name: GITHUB_OUTPUT_BUCKET - Value: !Ref BucketOutput - Artifacts: - Name: !Sub ${GitHubRepo}-${BuildType}-deployed - Type: CODEPIPELINE - EncryptionKey: !Sub "arn:aws:kms:${AWS::Region}:${AWS::AccountId}:alias/aws/s3" diff --git a/deployment/media2cloud-backend-stack.yaml b/deployment/media2cloud-backend-stack.yaml index c7f9f7f..1534e4a 100644 --- a/deployment/media2cloud-backend-stack.yaml +++ b/deployment/media2cloud-backend-stack.yaml @@ -21,6 +21,9 @@ Mappings: IngestVideo: Package: "%%PKG_INGEST_VIDEO%%" Name: ingest-video + IngestVideoComputeHash: + Package: "%%PKG_INGEST_VIDEO%%" + Name: ingest-video-compute-hash IngestAudio: Package: "%%PKG_INGEST_AUDIO%%" Name: ingest-audio @@ -37,6 +40,17 @@ Mappings: Package: "%%PKG_INGEST_STATUS_UPDATER%%" Name: ingest-status-updater # Analysis workflow + VideoBasedDetection: + Name: videobased-detection + DynamicFrameSegmentation: + Name: dynamic-frame-segmentation + FrameBasedDetection: + Name: framebased-detection + CustomModelDetection: + Name: custom-model-detection + AnalysisVideoFrameSegmentation: + Package: "%%PKG_ANALYSIS_VIDEO%%" + Name: analysis-video-frame-segmentation AnalysisVideo: Package: "%%PKG_ANALYSIS_VIDEO%%" Name: analysis-video @@ -47,17 +61,24 @@ Mappings: Package: "%%PKG_ANALYSIS_IMAGE%%" Name: analysis-image # Docker image containerized lambda - BlipModel: - Name: blip-model AnalysisDocument: Package: "%%PKG_ANALYSIS_DOCUMENT%%" Name: analysis-document + AnalysisPostProcess: + Package: "%%PKG_ANALYSIS_POSTPROCESS%%" + Name: analysis-post-process AnalysisMain: Package: "%%PKG_ANALYSIS_MAIN%%" Name: analysis-main AnalysisStatusUpdater: Package: "%%PKG_ANALYSIS_STATUS_UPDATER%%" Name: analysis-status-updater + # Docker image containerized lambda + RunImageEmbeddings: + Name: run-image-embeddings + # Docker image containerized lambda + SearchFrameSimilarity: + Name: search-frame-similarity # Main Workflow Main: Name: main @@ -67,10 +88,21 @@ Mappings: IngestS3Event: Package: "%%PKG_MAIN_S3EVENT%%" Name: main-s3event + # Asset Removal + AssetRemoval: + Package: "%%PKG_ASSET_REMOVAL%%" + Name: asset-removal + # Update Face Indexer + UpdateFaceIndexer: + Package: "%%PKG_UPDATE_FACE_INDEXER%%" + Name: update-face-indexer Layer: MediaInfoLib: Package: "%%LAYER_MEDIAINFO%%" Name: mediainfo + JimpLib: + Package: "%%LAYER_JIMP%%" + Name: jimp ImageProcessLib: Package: "%%LAYER_IMAGE_PROCESS%%" Name: image-process-lib @@ -80,9 +112,6 @@ Mappings: PDFLib: Package: "%%LAYER_PDF_LIB%%" Name: pdf-lib - CanvasLib: - Package: "%%LAYER_CANVAS_LIB%%" - Name: canvas-lib BacklogLib: Package: "%%LAYER_BACKLOG%%" Name: service-backlog-lib @@ -125,6 +154,16 @@ Mappings: Suffix: aiml PartitionKey: uuid SortKey: type + FaceIndexer: + Suffix: faceindexer + PartitionKey: faceId + # gsi-celeb-timestamp global secondary index + CelebIndexName: gsi-celeb-timestamp + CelebIndexKey: celeb + # gsi-faceid-timestamp global secondary index + FaceIdIndexName: gsi-faceid-timestamp + # gsi sort key + GSISortKey: timestamp EventBridge: Bus: Name: service-backlog @@ -141,7 +180,7 @@ Mappings: DisplayName: BacklogSNS Node: Runtime: - Version: nodejs16.x + Version: nodejs20.x Parameters: S3Bucket: @@ -162,9 +201,9 @@ Parameters: CustomUserAgent: Type: String Description: CustomUserAgent - AnonymizedUsage: + AnonymousUsage: Type: String - Description: AnonymizedUsage + Description: AnonymousUsage CustomResourcesLambdaArn: Type: String Description: CustomResourcesLambdaArn @@ -177,6 +216,9 @@ Parameters: CoreLibLayer: Type: String Description: CoreLibLayer + TokenizerLayer: + Type: String + Description: TokenizerLayer SolutionUuid: Type: String Description: SolutionUuid @@ -198,6 +240,9 @@ Parameters: OpenSearchDomainEndpoint: Type: String Description: OpenSearchDomainEndpoint + OpenSearchCollection: + Type: String + Description: OpenSearchCollection DefaultAIOptions: Type: String Description: DefaultAIOptions @@ -213,17 +258,42 @@ Parameters: AIOptionsS3Key: Type: String Description: AIOptionsS3Key - BlipImageArn: + # Workflow Status change Event Bus + UnifiedStateMachineStatusBusName: + Type: String + Description: UnifiedStateMachineStatusBusName + # image embedding features + ZeroshotClassifierImageUri: Type: String - Description: BlipImageArn + Description: ZeroshotClassifierImageUri + FaissImageUri: + Type: String + Description: FaissImageUri + BedrockSecondaryRegionAccess: + Type: String + Description: BedrockSecondaryRegionAccess + BedrockModelName: + Type: String + Description: BedrockModelName + BedrockModelId: + Type: String + Description: BedrockModelId + BedrockModelVersion: + Type: String + Description: BedrockModelVersion Conditions: bStartOnObjectCreation: !Equals - !Ref StartOnObjectCreation - "YES" - bBlipImageArn: !Not + bOpenSearchServerless: !Not + - !Equals + - !Ref OpenSearchCollection + - "" + # allow access to Bedrock service if BedrockSecondaryRegionAccess is set + bBedrockSecondaryRegionAccess: !Not - !Equals - - !Ref BlipImageArn + - !Ref BedrockSecondaryRegionAccess - "" Resources: @@ -231,10 +301,10 @@ Resources: # # Lambda Layers for backend # * MediaInfoLayer + # * JimpLayer # * ImageProcessLayer # * FixityLibLayer # * PDFLibLayer - # * CanvasLibLayer # * BacklogLayer # ################################################################################ @@ -263,14 +333,14 @@ Resources: Description: !Sub (${SolutionLowerCaseId}) mediainfo library layer LicenseInfo: Apache-2.0 - ImageProcessLayer: + JimpLayer: Type: AWS::Lambda::LayerVersion Properties: LayerName: !Sub - ${ResourcePrefix}-${name} - name: !FindInMap - Layer - - ImageProcessLib + - JimpLib - Name CompatibleRuntimes: - !FindInMap @@ -283,19 +353,19 @@ Resources: - ${KeyPrefix}/${package} - package: !FindInMap - Layer - - ImageProcessLib + - JimpLib - Package - Description: !Sub (${SolutionLowerCaseId}) image process library layer (EXIFtool and JIMP) - LicenseInfo: Apache-2.0 + Description: !Sub (${SolutionLowerCaseId}) JIMP layer + LicenseInfo: MIT - FixityLibLayer: + ImageProcessLayer: Type: AWS::Lambda::LayerVersion Properties: LayerName: !Sub - ${ResourcePrefix}-${name} - name: !FindInMap - Layer - - FixityLib + - ImageProcessLib - Name CompatibleRuntimes: - !FindInMap @@ -308,19 +378,19 @@ Resources: - ${KeyPrefix}/${package} - package: !FindInMap - Layer - - FixityLib + - ImageProcessLib - Package - Description: !Sub (${SolutionLowerCaseId}) fixity library layer (SPARK and RUSHA) + Description: !Sub (${SolutionLowerCaseId}) image process library layer (EXIFtool w/ Perl) LicenseInfo: Apache-2.0 - PDFLibLayer: + FixityLibLayer: Type: AWS::Lambda::LayerVersion Properties: LayerName: !Sub - ${ResourcePrefix}-${name} - name: !FindInMap - Layer - - PDFLib + - FixityLib - Name CompatibleRuntimes: - !FindInMap @@ -333,19 +403,19 @@ Resources: - ${KeyPrefix}/${package} - package: !FindInMap - Layer - - PDFLib + - FixityLib - Package - Description: !Sub (${SolutionLowerCaseId}) pdf library layer (PDF.JS) + Description: !Sub (${SolutionLowerCaseId}) fixity library layer (SPARK and RUSHA) LicenseInfo: Apache-2.0 - CanvasLibLayer: + PDFLibLayer: Type: AWS::Lambda::LayerVersion Properties: LayerName: !Sub - ${ResourcePrefix}-${name} - name: !FindInMap - Layer - - CanvasLib + - PDFLib - Name CompatibleRuntimes: - !FindInMap @@ -358,9 +428,9 @@ Resources: - ${KeyPrefix}/${package} - package: !FindInMap - Layer - - CanvasLib + - PDFLib - Package - Description: !Sub (${SolutionLowerCaseId}) nodeJS canvas layer + Description: !Sub (${SolutionLowerCaseId}) pdf library layer (PDF.JS) LicenseInfo: Apache-2.0 BacklogLibLayer: @@ -397,6 +467,7 @@ Resources: # * ServiceTokenTable: Part of the Service Integration, temporarily stores # Step Functions execution token to resume # * AnalysisTable: Stores AI/ML metadata (pointers to S3 locations) + # * FaceIndexerTable: Stores indexed faces # ################################################################################ BacklogTable: @@ -796,6 +867,97 @@ Resources: PointInTimeRecoverySpecification: PointInTimeRecoveryEnabled: true + FaceIndexerTable: + Type: AWS::DynamoDB::Table + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W28 + reason: Tables are explicitly assigned with predefined names + Properties: + TableName: !Sub + - ${ResourcePrefix}-${suffix} + - suffix: !FindInMap + - DynamoDB + - FaceIndexer + - Suffix + BillingMode: PAY_PER_REQUEST + AttributeDefinitions: + - + AttributeName: !FindInMap + - DynamoDB + - FaceIndexer + - PartitionKey + AttributeType: S + # GSI: gsi-celeb-timestamp + - + AttributeName: !FindInMap + - DynamoDB + - FaceIndexer + - CelebIndexKey + AttributeType: S + - + AttributeName: !FindInMap + - DynamoDB + - FaceIndexer + - GSISortKey + AttributeType: N + KeySchema: + - + AttributeName: !FindInMap + - DynamoDB + - FaceIndexer + - PartitionKey + KeyType: HASH + SSESpecification: + SSEEnabled: true + PointInTimeRecoverySpecification: + PointInTimeRecoveryEnabled: true + GlobalSecondaryIndexes: + - + IndexName: !FindInMap + - DynamoDB + - FaceIndexer + - FaceIdIndexName + KeySchema: + - + AttributeName: !FindInMap + - DynamoDB + - FaceIndexer + - PartitionKey + KeyType: HASH + - + AttributeName: !FindInMap + - DynamoDB + - FaceIndexer + - GSISortKey + KeyType: RANGE + Projection: + ProjectionType: INCLUDE + NonKeyAttributes: + - celeb + - + IndexName: !FindInMap + - DynamoDB + - FaceIndexer + - CelebIndexName + KeySchema: + - + AttributeName: !FindInMap + - DynamoDB + - FaceIndexer + - CelebIndexKey + KeyType: HASH + - + AttributeName: !FindInMap + - DynamoDB + - FaceIndexer + - GSISortKey + KeyType: RANGE + Projection: + ProjectionType: KEYS_ONLY + ################################################################################ # # Service Data Access Role @@ -1162,7 +1324,7 @@ Resources: Variables: ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent - ENV_ANONYMIZED_USAGE: !Ref AnonymizedUsage + ENV_ANONYMOUS_USAGE: !Ref AnonymousUsage ENV_SOLUTION_UUID: !Ref SolutionUuid ENV_SOLUTION_ID: !Ref SolutionId ENV_RESOURCE_PREFIX: !Ref ResourcePrefix @@ -1205,143 +1367,138 @@ Resources: - Name RoleArn: !GetAtt BacklogCustomLabelsStateMachineServiceRole.Arn DefinitionString: - !Sub - - |- - { - "StartAt": "Check project version status", - "States": { - "Check project version status": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "check-project-version-status", - "jobTag.$": "$.jobTag", - "input.$": "$.input", - "output.$": "$.output" - }, - "Next": "Project version started?", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.2 - } - ] - }, - "Project version started?": { - "Type": "Choice", - "Choices": [ - { - "Or": [ - { - "Variable": "$.output['check-project-version-status'].status", - "StringEquals": "TRAINING_FAILED" - }, - { - "Variable": "$.output['check-project-version-status'].status", - "StringEquals": "FAILED" - }, - { - "Variable": "$.output['check-project-version-status'].status", - "StringEquals": "DELETING" - } - ], - "Next": "Project version failed" - }, - { - "Variable": "$.output['check-project-version-status'].status", - "StringEquals": "RUNNING", - "Next": "Detect custom labels" - }, - { - "Or": [ - { - "Variable": "$.output['check-project-version-status'].status", - "StringEquals": "TRAINING_COMPLETED" - }, - { - "Variable": "$.output['check-project-version-status'].status", - "StringEquals": "STOPPED" - } - ], - "Next": "Start project version" - } - ], - "Default": "Wait for project version status (3mins)" - }, - "Wait for project version status (3mins)": { - "Type": "Wait", - "Seconds": 180, - "Next": "Check project version status" + !Sub |- + { + "StartAt": "Check project version status", + "States": { + "Check project version status": { + "Type": "Task", + "Resource": "${BacklogCustomLabelsLambda.Arn}", + "Parameters": { + "operation": "check-project-version-status", + "jobTag.$": "$.jobTag", + "input.$": "$.input", + "output.$": "$.output" }, - "Start project version": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "start-project-version", - "jobTag.$": "$.jobTag", - "input.$": "$.input", - "output.$": "$.output" + "Next": "Project version started?", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.2 + } + ] + }, + "Project version started?": { + "Type": "Choice", + "Choices": [ + { + "Or": [ + { + "Variable": "$.output['check-project-version-status'].status", + "StringEquals": "TRAINING_FAILED" + }, + { + "Variable": "$.output['check-project-version-status'].status", + "StringEquals": "FAILED" + }, + { + "Variable": "$.output['check-project-version-status'].status", + "StringEquals": "DELETING" + } + ], + "Next": "Project version failed" }, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.2 - } - ], - "Next": "Wait for project version status (3mins)" - }, - "Detect custom labels": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "detect-custom-labels", - "jobTag.$": "$.jobTag", - "input.$": "$.input", - "output.$": "$.output" + { + "Variable": "$.output['check-project-version-status'].status", + "StringEquals": "RUNNING", + "Next": "Detect custom labels" }, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 4, - "BackoffRate": 1.2 - } - ], - "Next": "More custom labels?" - }, - "More custom labels?": { - "Type": "Choice", - "Choices": [ - { - "Variable": "$.output['detect-custom-labels'].status", - "StringEquals": "completed", - "Next": "Custom labels completed" - } - ], - "Default": "Detect custom labels" + { + "Or": [ + { + "Variable": "$.output['check-project-version-status'].status", + "StringEquals": "TRAINING_COMPLETED" + }, + { + "Variable": "$.output['check-project-version-status'].status", + "StringEquals": "STOPPED" + } + ], + "Next": "Start project version" + } + ], + "Default": "Wait for project version status (3mins)" + }, + "Wait for project version status (3mins)": { + "Type": "Wait", + "Seconds": 180, + "Next": "Check project version status" + }, + "Start project version": { + "Type": "Task", + "Resource": "${BacklogCustomLabelsLambda.Arn}", + "Parameters": { + "operation": "start-project-version", + "jobTag.$": "$.jobTag", + "input.$": "$.input", + "output.$": "$.output" }, - "Custom labels completed": { - "Type": "Succeed" + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.2 + } + ], + "Next": "Wait for project version status (3mins)" + }, + "Detect custom labels": { + "Type": "Task", + "Resource": "${BacklogCustomLabelsLambda.Arn}", + "Parameters": { + "operation": "detect-custom-labels", + "jobTag.$": "$.jobTag", + "input.$": "$.input", + "output.$": "$.output" }, - "Project version failed": { - "Type": "Fail" - } + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.2 + } + ], + "Next": "More custom labels?" + }, + "More custom labels?": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.output['detect-custom-labels'].status", + "StringEquals": "completed", + "Next": "Custom labels completed" + } + ], + "Default": "Detect custom labels" + }, + "Custom labels completed": { + "Type": "Succeed" + }, + "Project version failed": { + "Type": "Fail" } } - - - { - x0: !GetAtt BacklogCustomLabelsLambda.Arn - } + } ################################################################################ # @@ -1565,7 +1722,7 @@ Resources: Variables: ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent - ENV_ANONYMIZED_USAGE: !Ref AnonymizedUsage + ENV_ANONYMOUS_USAGE: !Ref AnonymousUsage ENV_SOLUTION_UUID: !Ref SolutionUuid ENV_SOLUTION_ID: !Ref SolutionId ENV_RESOURCE_PREFIX: !Ref ResourcePrefix @@ -1720,7 +1877,7 @@ Resources: Variables: ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent - ENV_ANONYMIZED_USAGE: !Ref AnonymizedUsage + ENV_ANONYMOUS_USAGE: !Ref AnonymousUsage ENV_SOLUTION_UUID: !Ref SolutionUuid ENV_SOLUTION_ID: !Ref SolutionId ENV_RESOURCE_PREFIX: !Ref ResourcePrefix @@ -1870,6 +2027,12 @@ Resources: ################################################################################ IngestStateMachineServiceRole: Type: AWS::IAM::Role + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W76 + reason: Suppress SPCM warning to have fine grained permission Properties: AssumeRolePolicyDocument: Version: "2012-10-17" @@ -1892,6 +2055,7 @@ Resources: Resource: - !GetAtt IngestFixityLambda.Arn - !GetAtt IngestVideoLambda.Arn + - !GetAtt IngestVideoComputeHashLambda.Arn - !GetAtt IngestAudioLambda.Arn - !GetAtt IngestImageLambda.Arn - !GetAtt IngestDocumentLambda.Arn @@ -2081,7 +2245,7 @@ Resources: Variables: ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent - ENV_ANONYMIZED_USAGE: !Ref AnonymizedUsage + ENV_ANONYMOUS_USAGE: !Ref AnonymousUsage ENV_SOLUTION_UUID: !Ref SolutionUuid ENV_SOLUTION_ID: !Ref SolutionId ENV_RESOURCE_PREFIX: !Ref ResourcePrefix @@ -2100,142 +2264,137 @@ Resources: - Name RoleArn: !GetAtt IngestStateMachineServiceRole.Arn DefinitionString: - !Sub - - |- - { - "Comment": "Ingest Fixity state machine auto restores s3 object from GLAICER or DEEP_ARCHIVE and to run checksum", - "StartAt": "Check restore status", - "States": { - "Check restore status": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "check-restore-status", - "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", - "input.$": "$.input", - "data.$": "$.data" - }, - "Next": "Restore completed?", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 4, - "BackoffRate": 1.2 - } - ] - }, - "Restore completed?": { - "Type": "Choice", - "Choices": [ - { - "Variable": "$.status", - "StringEquals": "COMPLETED", - "Next": "Compute checksum" - }, - { - "Variable": "$.data.restore.tier", - "StringEquals": "Expedited", - "Next": "Wait 4 mins" - }, - { - "And": [ - { - "Variable": "$.data.restore.storageClass", - "StringEquals": "DEEP_ARCHIVE" - }, - { - "Variable": "$.data.restore.tier", - "StringEquals": "Bulk" - } - ], - "Next": "Wait 12 hrs" - } - ], - "Default": "Wait 4 hrs" + !Sub |- + { + "Comment": "Ingest Fixity state machine auto restores s3 object from GLAICER or DEEP_ARCHIVE and to run checksum", + "StartAt": "Check restore status", + "States": { + "Check restore status": { + "Type": "Task", + "Resource": "${IngestFixityLambda.Arn}", + "Parameters": { + "operation": "check-restore-status", + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "input.$": "$.input", + "data.$": "$.data" }, - "Wait 4 mins": { - "Type": "Wait", - "Seconds": 240, - "Next": "Check restore status" - }, - "Wait 4 hrs": { - "Type": "Wait", - "Seconds": 14400, - "Next": "Check restore status" - }, - "Wait 12 hrs": { - "Type": "Wait", - "Seconds": 43200, - "Next": "Check restore status" - }, - "Compute checksum": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "compute-checksum", - "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", - "input.$": "$.input", - "data.$": "$.data" + "Next": "Restore completed?", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.2 + } + ] + }, + "Restore completed?": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.status", + "StringEquals": "COMPLETED", + "Next": "Compute checksum" }, - "Next": "More data?", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 4, - "BackoffRate": 1.2 - } - ] + { + "Variable": "$.data.restore.tier", + "StringEquals": "Expedited", + "Next": "Wait 4 mins" + }, + { + "And": [ + { + "Variable": "$.data.restore.storageClass", + "StringEquals": "DEEP_ARCHIVE" + }, + { + "Variable": "$.data.restore.tier", + "StringEquals": "Bulk" + } + ], + "Next": "Wait 12 hrs" + } + ], + "Default": "Wait 4 hrs" + }, + "Wait 4 mins": { + "Type": "Wait", + "Seconds": 240, + "Next": "Check restore status" + }, + "Wait 4 hrs": { + "Type": "Wait", + "Seconds": 14400, + "Next": "Check restore status" + }, + "Wait 12 hrs": { + "Type": "Wait", + "Seconds": 43200, + "Next": "Check restore status" + }, + "Compute checksum": { + "Type": "Task", + "Resource": "${IngestFixityLambda.Arn}", + "Parameters": { + "operation": "compute-checksum", + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "input.$": "$.input", + "data.$": "$.data" }, - "More data?": { - "Type": "Choice", - "Choices": [ - { - "Variable": "$.status", - "StringEquals": "COMPLETED", - "Next": "Validate checksum" - } - ], - "Default": "Compute checksum" + "Next": "More data?", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.2 + } + ] + }, + "More data?": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.status", + "StringEquals": "COMPLETED", + "Next": "Validate checksum" + } + ], + "Default": "Compute checksum" + }, + "Validate checksum": { + "Type": "Task", + "Resource": "${IngestFixityLambda.Arn}", + "Parameters": { + "operation": "validate-checksum", + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "input.$": "$.input", + "data.$": "$.data" }, - "Validate checksum": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "validate-checksum", - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress": 0, - "input.$": "$.input", - "data.$": "$.data" - }, - "End": true, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 4, - "BackoffRate": 1.2 - } - ] - } + "End": true, + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.2 + } + ] } } - - - { - x0: !GetAtt IngestFixityLambda.Arn - } + } ################################################################################ # Ingest Video State Machine resources @@ -2256,6 +2415,23 @@ Resources: - Name RetentionInDays: 7 + IngestVideoComputeHashLogGroup: + Type: AWS::Logs::LogGroup + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W84 + reason: Use default encryption. Disable additional KMS encryption requirement. https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/encrypt-log-data-kms.html + Properties: + LogGroupName: !Sub + - /aws/lambda/${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - IngestVideoComputeHash + - Name + RetentionInDays: 7 + IngestVideoRole: Type: AWS::IAM::Role Properties: @@ -2283,7 +2459,9 @@ Resources: - logs:CreateLogGroup - logs:CreateLogStream - logs:PutLogEvents - Resource: !GetAtt IngestVideoLogGroup.Arn + Resource: + - !GetAtt IngestVideoLogGroup.Arn + - !GetAtt IngestVideoComputeHashLogGroup.Arn # S3 - ingest bucket - Effect: Allow @@ -2374,13 +2552,77 @@ Resources: - !Ref CoreLibLayer - !Ref MediaInfoLayer - !Ref BacklogLibLayer + - !Ref JimpLayer + TracingConfig: + Mode: Active + Environment: + Variables: + ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId + ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent + ENV_ANONYMOUS_USAGE: !Ref AnonymousUsage + ENV_SOLUTION_UUID: !Ref SolutionUuid + ENV_SOLUTION_ID: !Ref SolutionId + ENV_RESOURCE_PREFIX: !Ref ResourcePrefix + ENV_IOT_HOST: !Ref IotHost + ENV_IOT_TOPIC: !Ref IotTopic + ENV_INGEST_BUCKET: !Ref IngestBucket + ENV_PROXY_BUCKET: !Ref ProxyBucket + ENV_MEDIACONVERT_HOST: !Ref MediaConvertEndpoint + ENV_DATA_ACCESS_ROLE: !GetAtt ServiceDataAccessRole.Arn + ## Service Backlog ## + ENV_BACKLOG_EB_BUS: !GetAtt EventBridgeBus.Name + ENV_BACKLOG_TABLE: !Ref BacklogTable + ENV_BACKLOG_TOPIC_ARN: !Ref BacklogTopic + ENV_BACKLOG_TOPIC_ROLE_ARN: !GetAtt BacklogTopicRole.Arn + + IngestVideoComputeHashLambda: + Type: AWS::Lambda::Function + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W89 + reason: Workflow not using VPC + - + id: W92 + reason: Workflow not limiting simultaneous executions + Properties: + FunctionName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - IngestVideoComputeHash + - Name + Description: !Sub (${SolutionLowerCaseId}) ingest video compute perceptual hash state machine lambda + Runtime: !FindInMap + - Node + - Runtime + - Version + MemorySize: 5308 + Timeout: 900 + Handler: index.handler + Role: !GetAtt IngestVideoRole.Arn + Code: + S3Bucket: !Ref S3Bucket + S3Key: !Sub + - ${KeyPrefix}/${package} + - package: !FindInMap + - Workflow + - IngestVideoComputeHash + - Package + Layers: + - !Ref AwsSdkLayer + - !Ref CoreLibLayer + - !Ref MediaInfoLayer + - !Ref BacklogLibLayer + - !Ref JimpLayer TracingConfig: Mode: Active Environment: Variables: ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent - ENV_ANONYMIZED_USAGE: !Ref AnonymizedUsage + ENV_ANONYMOUS_USAGE: !Ref AnonymousUsage ENV_SOLUTION_UUID: !Ref SolutionUuid ENV_SOLUTION_ID: !Ref SolutionId ENV_RESOURCE_PREFIX: !Ref ResourcePrefix @@ -2407,60 +2649,127 @@ Resources: - Name RoleArn: !GetAtt IngestStateMachineServiceRole.Arn DefinitionString: - !Sub - - |- - { - "Comment": "video ingest state machine to run mediainfo and start mediaconvert job to create proxy", - "StartAt": "Run mediainfo", - "States": { - "Run mediainfo": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "run-mediainfo", + !Sub |- + { + "Comment": "video ingest state machine to run mediainfo, start mediaconvert job to create proxy, and compute perceptual hashes", + "StartAt": "Run mediainfo", + "States": { + "Run mediainfo": { + "Type": "Task", + "Resource": "${IngestVideoLambda.Arn}", + "Parameters": { + "operation": "run-mediainfo", + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "input.$": "$.input", + "data.$": "$.data" + }, + "Next": "Start and wait for mediaconvert job", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.2 + } + ] + }, + "Start and wait for mediaconvert job": { + "Type": "Task", + "Resource":"arn:aws:states:::lambda:invoke.waitForTaskToken", + "Parameters": { + "FunctionName": "${IngestVideoLambda}", + "Payload": { + "token.$":"$$.Task.Token", + "operation": "start-transcode", "uuid.$": "$.uuid", "status": "NOT_STARTED", "progress": 0, "input.$": "$.input", "data.$": "$.data" - }, - "Next": "Start and wait for mediaconvert job", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.2 - } - ] + } }, - "Start and wait for mediaconvert job": { - "Type": "Task", - "Resource":"arn:aws:states:::lambda:invoke.waitForTaskToken", - "Parameters": { - "FunctionName": "${a0}", - "Payload": { - "token.$":"$$.Task.Token", - "operation": "start-transcode", - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress": 0, - "input.$": "$.input", - "data.$": "$.data" - } - }, - "TimeoutSeconds": 86400, - "End": true - } + "TimeoutSeconds": 86400, + "Next": "Has frame capture group?" + }, + "Has frame capture group?": { + "Type": "Choice", + "Choices": [ + { + "And": [ + { + "Variable": "$.input", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions.framebased", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions.framebased", + "BooleanEquals": true + }, + { + "Variable": "$.input.aiOptions.frameCaptureMode", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions.frameCaptureMode", + "NumericGreaterThan": 0 + } + ], + "Next": "Compute perceptual hashes" + } + ], + "Default": "Ingest completed" + }, + "Compute perceptual hashes": { + "Type": "Task", + "Resource": "${IngestVideoComputeHashLambda.Arn}", + "Parameters": { + "operation": "compute-perceptual-hash", + "uuid.$": "$.uuid", + "overallStatus.$": "$.overallStatus", + "input.$": "$.input", + "data.$": "$.data", + "status": "NOT_STARTED", + "progress": 0 + }, + "Next": "More hashes?", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.2 + } + ] + }, + "More hashes?": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.status", + "StringEquals": "COMPLETED", + "Next": "Ingest completed" + } + ], + "Default": "Compute perceptual hashes" + }, + "Ingest completed": { + "Type": "Succeed" } } - - - { - x0: !GetAtt IngestVideoLambda.Arn, - a0: !Ref IngestVideoLambda - } + } ################################################################################ # Ingest Audio State Machine resources @@ -2605,7 +2914,7 @@ Resources: Variables: ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent - ENV_ANONYMIZED_USAGE: !Ref AnonymizedUsage + ENV_ANONYMOUS_USAGE: !Ref AnonymousUsage ENV_SOLUTION_UUID: !Ref SolutionUuid ENV_SOLUTION_ID: !Ref SolutionId ENV_RESOURCE_PREFIX: !Ref ResourcePrefix @@ -2632,60 +2941,54 @@ Resources: - Name RoleArn: !GetAtt IngestStateMachineServiceRole.Arn DefinitionString: - !Sub - - |- - { - "Comment": "audio ingest state machine to run mediainfo and start elastictranscode job to create proxy", - "StartAt": "Run mediainfo", - "States": { - "Run mediainfo": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "run-mediainfo", + !Sub |- + { + "Comment": "audio ingest state machine to run mediainfo and start elastictranscode job to create proxy", + "StartAt": "Run mediainfo", + "States": { + "Run mediainfo": { + "Type": "Task", + "Resource": "${IngestAudioLambda.Arn}", + "Parameters": { + "operation": "run-mediainfo", + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "input.$": "$.input", + "data.$": "$.data" + }, + "Next": "Start and wait for transcode job", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.2 + } + ] + }, + "Start and wait for transcode job": { + "Type": "Task", + "Resource":"arn:aws:states:::lambda:invoke.waitForTaskToken", + "Parameters": { + "FunctionName": "${IngestAudioLambda}", + "Payload": { + "token.$":"$$.Task.Token", + "operation": "start-transcode", "uuid.$": "$.uuid", "status": "NOT_STARTED", "progress": 0, "input.$": "$.input", "data.$": "$.data" - }, - "Next": "Start and wait for transcode job", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.2 - } - ] + } }, - "Start and wait for transcode job": { - "Type": "Task", - "Resource":"arn:aws:states:::lambda:invoke.waitForTaskToken", - "Parameters": { - "FunctionName": "${a0}", - "Payload": { - "token.$":"$$.Task.Token", - "operation": "start-transcode", - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress": 0, - "input.$": "$.input", - "data.$": "$.data" - } - }, - "TimeoutSeconds": 86400, - "End": true - } + "TimeoutSeconds": 86400, + "End": true } } - - - { - x0: !GetAtt IngestAudioLambda.Arn, - a0: !Ref IngestAudioLambda - } + } ################################################################################ # Ingest Image State Machine resources @@ -2802,6 +3105,7 @@ Resources: Layers: - !Ref AwsSdkLayer - !Ref CoreLibLayer + - !Ref JimpLayer - !Ref ImageProcessLayer TracingConfig: Mode: Active @@ -2809,7 +3113,7 @@ Resources: Variables: ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent - ENV_ANONYMIZED_USAGE: !Ref AnonymizedUsage + ENV_ANONYMOUS_USAGE: !Ref AnonymousUsage ENV_SOLUTION_UUID: !Ref SolutionUuid ENV_SOLUTION_ID: !Ref SolutionId ENV_RESOURCE_PREFIX: !Ref ResourcePrefix @@ -2829,41 +3133,36 @@ Resources: - Name RoleArn: !GetAtt IngestStateMachineServiceRole.Arn DefinitionString: - !Sub - - |- - { - "Comment": "image ingest state machine to run exiftool and extract thumbnail image", - "StartAt": "Run imageinfo", - "States": { - "Run imageinfo": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "run-imageinfo", - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress": 0, - "input.$": "$.input", - "data.$": "$.data" - }, - "End": true, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.2 - } - ] - } + !Sub |- + { + "Comment": "image ingest state machine to run exiftool and extract thumbnail image", + "StartAt": "Run imageinfo", + "States": { + "Run imageinfo": { + "Type": "Task", + "Resource": "${IngestImageLambda.Arn}", + "Parameters": { + "operation": "run-imageinfo", + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "input.$": "$.input", + "data.$": "$.data" + }, + "End": true, + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.2 + } + ] } } - - - { - x0: !GetAtt IngestImageLambda.Arn - } + } ################################################################################ # Ingest Document State Machine resources @@ -2981,14 +3280,13 @@ Resources: - !Ref AwsSdkLayer - !Ref CoreLibLayer - !Ref PDFLibLayer - - !Ref CanvasLibLayer TracingConfig: Mode: Active Environment: Variables: ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent - ENV_ANONYMIZED_USAGE: !Ref AnonymizedUsage + ENV_ANONYMOUS_USAGE: !Ref AnonymousUsage ENV_SOLUTION_UUID: !Ref SolutionUuid ENV_SOLUTION_ID: !Ref SolutionId ENV_RESOURCE_PREFIX: !Ref ResourcePrefix @@ -3008,55 +3306,50 @@ Resources: - Name RoleArn: !GetAtt IngestStateMachineServiceRole.Arn DefinitionString: - !Sub - - |- - { - "Comment": "document ingest state machine lambda to run pdf info to extract metadata and convert pages to PNG images", - "StartAt": "Run PDFInfo and extract pages", - "States": { - "Run PDFInfo and extract pages": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "run-docinfo", - "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", - "input.$": "$.input", - "data.$": "$.data" - }, - "Next": "More pages?", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.2 - } - ] - }, - "More pages?": { - "Type": "Choice", - "Choices": [ - { - "Variable": "$.status", - "StringEquals": "COMPLETED", - "Next": "PDFInfo completed" - } - ], - "Default": "Run PDFInfo and extract pages" + !Sub |- + { + "Comment": "document ingest state machine lambda to run pdf info to extract metadata and convert pages to PNG images", + "StartAt": "Run PDFInfo and extract pages", + "States": { + "Run PDFInfo and extract pages": { + "Type": "Task", + "Resource": "${IngestDocumentLambda.Arn}", + "Parameters": { + "operation": "run-docinfo", + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "input.$": "$.input", + "data.$": "$.data" }, - "PDFInfo completed": { - "Type": "Succeed" - } + "Next": "More pages?", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.2 + } + ] + }, + "More pages?": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.status", + "StringEquals": "COMPLETED", + "Next": "PDFInfo completed" + } + ], + "Default": "Run PDFInfo and extract pages" + }, + "PDFInfo completed": { + "Type": "Succeed" } } - - - { - x0: !GetAtt IngestDocumentLambda.Arn - } + } ################################################################################ # Ingest Main State Machine resources @@ -3156,6 +3449,11 @@ Resources: Resource: - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${OpenSearchDomainName} - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${OpenSearchDomainName}/* + # OpenSearch Serverless + - + Effect: Allow + Action: aoss:APIAccessAll + Resource: !Sub arn:aws:aoss:${AWS::Region}:${AWS::AccountId}:collection/${OpenSearchDomainName} # SNS - Effect: Allow @@ -3207,7 +3505,7 @@ Resources: Variables: ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent - ENV_ANONYMIZED_USAGE: !Ref AnonymizedUsage + ENV_ANONYMOUS_USAGE: !Ref AnonymousUsage ENV_SOLUTION_UUID: !Ref SolutionUuid ENV_SOLUTION_ID: !Ref SolutionId ENV_RESOURCE_PREFIX: !Ref ResourcePrefix @@ -3217,6 +3515,11 @@ Resources: ENV_PROXY_BUCKET: !Ref ProxyBucket ENV_SNS_TOPIC_ARN: !Ref SNSTopic ENV_ES_DOMAIN_ENDPOINT: !Ref OpenSearchDomainEndpoint + ENV_USE_OPENSEARCH_SERVERLESS: !If + - bOpenSearchServerless + - 1 + - 0 + ENV_AI_OPTIONS_S3KEY: !Ref AIOptionsS3Key IngestMainStateMachine: Type: AWS::StepFunctions::StateMachine @@ -3229,221 +3532,216 @@ Resources: - Name RoleArn: !GetAtt IngestStateMachineServiceRole.Arn DefinitionString: - !Sub - - |- - { - "Comment": "ingest state machine to create record, to extract media technical metadata, and to index results to elasticsearch", - "StartAt": "Create record", - "States": { - "Create record": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "create-record", - "executionArn.$": "$$.Execution.Id", - "input.$": "$.input" - }, - "Next": "Start fixity (nested)", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.2 - } - ] - }, - "Start fixity (nested)": { - "Type": "Task", - "Resource": "arn:aws:states:::states:startExecution.sync", - "Parameters": { - "Input": { - "operation": "check-restore-status", - "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", - "input.$": "$.input", - "data.$": "$.data" - }, - "StateMachineArn": "${IngestFixityStateMachine}" - }, - "Next": "Fixity completed" + !Sub |- + { + "Comment": "ingest state machine to create record, to extract media technical metadata, and to index results to elasticsearch", + "StartAt": "Create record", + "States": { + "Create record": { + "Type": "Task", + "Resource": "${IngestMainLambda.Arn}", + "Parameters": { + "operation": "create-record", + "executionArn.$": "$$.Execution.Id", + "input.$": "$.input" }, - "Fixity completed": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "fixity-completed", - "nestedStateOutput.$": "$" + "Next": "Start fixity (nested)", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.2 + } + ] + }, + "Start fixity (nested)": { + "Type": "Task", + "Resource": "arn:aws:states:::states:startExecution.sync:2", + "Parameters": { + "Input": { + "operation": "check-restore-status", + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "input.$": "$.input", + "data.$": "$.data" }, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ], - "Next": "Choose by media type" + "StateMachineArn": "${IngestFixityStateMachine}" }, - "Choose by media type": { - "Type": "Choice", - "Choices": [ - { - "Variable": "$.input.type", - "StringEquals": "image", - "Next": "Start image ingest (nested)" - }, - { - "Variable": "$.input.type", - "StringEquals": "video", - "Next": "Start video ingest (nested)" - }, - { - "Variable": "$.input.type", - "StringEquals": "audio", - "Next": "Start audio ingest (nested)" - }, - { - "Variable": "$.input.type", - "StringEquals": "document", - "Next": "Start document ingest (nested)" - } - ], - "Default": "Media type not supported" + "Next": "Fixity completed" + }, + "Fixity completed": { + "Type": "Task", + "Resource": "${IngestMainLambda.Arn}", + "Parameters": { + "operation": "fixity-completed", + "nestedStateOutput.$": "$" }, - "Start image ingest (nested)": { - "Type": "Task", - "Resource": "arn:aws:states:::states:startExecution.sync", - "Parameters": { - "Input": { - "operation": "run-imageinfo", - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress": 0, - "input.$": "$.input", - "data.$": "$.data" - }, - "StateMachineArn": "${IngestImageStateMachine}" + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.1 + } + ], + "Next": "Choose by media type" + }, + "Choose by media type": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.input.type", + "StringEquals": "image", + "Next": "Start image ingest (nested)" }, - "Next": "Update record" - }, - "Start video ingest (nested)": { - "Type": "Task", - "Resource": "arn:aws:states:::states:startExecution.sync", - "Parameters": { - "Input": { - "operation": "run-mediainfo", - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress": 0, - "input.$": "$.input", - "data.$": "$.data" - }, - "StateMachineArn": "${IngestVideoStateMachine}" + { + "Variable": "$.input.type", + "StringEquals": "video", + "Next": "Start video ingest (nested)" }, - "Next": "Update record" - }, - "Start audio ingest (nested)": { - "Type": "Task", - "Resource": "arn:aws:states:::states:startExecution.sync", - "Parameters": { - "Input": { - "operation": "run-mediainfo", - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress": 0, - "input.$": "$.input", - "data.$": "$.data" - }, - "StateMachineArn": "${IngestAudioStateMachine}" + { + "Variable": "$.input.type", + "StringEquals": "audio", + "Next": "Start audio ingest (nested)" }, - "Next": "Update record" - }, - "Start document ingest (nested)": { - "Type": "Task", - "Resource": "arn:aws:states:::states:startExecution.sync", - "Parameters": { - "Input": { - "operation": "run-docinfo", - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress": 0, - "input.$": "$.input", - "data.$": "$.data" - }, - "StateMachineArn": "${IngestDocumentStateMachine}" + { + "Variable": "$.input.type", + "StringEquals": "document", + "Next": "Start document ingest (nested)" + } + ], + "Default": "Media type not supported" + }, + "Start image ingest (nested)": { + "Type": "Task", + "Resource": "arn:aws:states:::states:startExecution.sync:2", + "Parameters": { + "Input": { + "operation": "run-imageinfo", + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "input.$": "$.input", + "data.$": "$.data" }, - "Next": "Update record" + "StateMachineArn": "${IngestImageStateMachine}" }, - "Media type not supported": { - "Type": "Fail" - }, - "Update record": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "update-record", - "nestedStateOutput.$": "$" + "Next": "Update record" + }, + "Start video ingest (nested)": { + "Type": "Task", + "Resource": "arn:aws:states:::states:startExecution.sync:2", + "Parameters": { + "Input": { + "operation": "run-mediainfo", + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "input.$": "$.input", + "data.$": "$.data" }, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 4, - "BackoffRate": 1.2 - } - ], - "Next": "Index ingest results" + "StateMachineArn": "${IngestVideoStateMachine}" }, - "Index ingest results": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "index-ingest-results", + "Next": "Update record" + }, + "Start audio ingest (nested)": { + "Type": "Task", + "Resource": "arn:aws:states:::states:startExecution.sync:2", + "Parameters": { + "Input": { + "operation": "run-mediainfo", "uuid.$": "$.uuid", "status": "NOT_STARTED", "progress": 0, "input.$": "$.input", "data.$": "$.data" }, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 4, - "BackoffRate": 1.2 - } - ], - "Next": "Completed" + "StateMachineArn": "${IngestAudioStateMachine}" }, - "Completed": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "job-completed", + "Next": "Update record" + }, + "Start document ingest (nested)": { + "Type": "Task", + "Resource": "arn:aws:states:::states:startExecution.sync:2", + "Parameters": { + "Input": { + "operation": "run-docinfo", "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", + "status": "NOT_STARTED", + "progress": 0, "input.$": "$.input", "data.$": "$.data" }, - "End": true - } + "StateMachineArn": "${IngestDocumentStateMachine}" + }, + "Next": "Update record" + }, + "Media type not supported": { + "Type": "Fail" + }, + "Update record": { + "Type": "Task", + "Resource": "${IngestMainLambda.Arn}", + "Parameters": { + "operation": "update-record", + "nestedStateOutput.$": "$" + }, + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.2 + } + ], + "Next": "Index ingest results" + }, + "Index ingest results": { + "Type": "Task", + "Resource": "${IngestMainLambda.Arn}", + "Parameters": { + "operation": "index-ingest-results", + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "input.$": "$.input", + "data.$": "$.data" + }, + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.2 + } + ], + "Next": "Completed" + }, + "Completed": { + "Type": "Task", + "Resource": "${IngestMainLambda.Arn}", + "Parameters": { + "operation": "job-completed", + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "input.$": "$.input", + "data.$": "$.data" + }, + "End": true } } - - - { - x0: !GetAtt IngestMainLambda.Arn - } + } ################################################################################ # @@ -3564,6 +3862,11 @@ Resources: Resource: - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${OpenSearchDomainName} - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${OpenSearchDomainName}/* + # OpenSearch Serverless + - + Effect: Allow + Action: aoss:APIAccessAll + Resource: !Sub arn:aws:aoss:${AWS::Region}:${AWS::AccountId}:collection/${OpenSearchDomainName} IngestStatusUpdaterLambda: Type: AWS::Lambda::Function @@ -3609,7 +3912,7 @@ Resources: Variables: ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent - ENV_ANONYMIZED_USAGE: !Ref AnonymizedUsage + ENV_ANONYMOUS_USAGE: !Ref AnonymousUsage ENV_SOLUTION_UUID: !Ref SolutionUuid ENV_SOLUTION_ID: !Ref SolutionId ENV_RESOURCE_PREFIX: !Ref ResourcePrefix @@ -3619,6 +3922,10 @@ Resources: ENV_PROXY_BUCKET: !Ref ProxyBucket ENV_SNS_TOPIC_ARN: !Ref SNSTopic ENV_ES_DOMAIN_ENDPOINT: !Ref OpenSearchDomainEndpoint + ENV_USE_OPENSEARCH_SERVERLESS: !If + - bOpenSearchServerless + - 1 + - 0 ################################################################################ # DynamoDB Ingest Table DDB Stream Event @@ -3684,11 +3991,18 @@ Resources: # * Video (Nested) State Machine # * Image (Nested) State Machine # * Document (Nested) State Machine + # * Post Process (Nested) State Machine # * Analysis (Main) State Machine # ################################################################################ AnalysisStateMachineServiceRole: Type: AWS::IAM::Role + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W76 + reason: Suppress SPCM warning to have fine grained permission Properties: AssumeRolePolicyDocument: Version: "2012-10-17" @@ -3710,10 +4024,15 @@ Resources: Action: lambda:InvokeFunction Resource: - !GetAtt AnalysisVideoLambda.Arn + - !GetAtt AnalysisVideoFrameSegmentationLambda.Arn - !GetAtt AnalysisAudioLambda.Arn - !GetAtt AnalysisImageLambda.Arn - !GetAtt AnalysisDocumentLambda.Arn + - !GetAtt AnalysisPostProcessLambda.Arn - !GetAtt AnalysisMainLambda.Arn + # containerised lambda functions (docker images) + - !GetAtt RunImageEmbeddingsLambda.Arn + - !GetAtt SearchFrameSimilarityLambda.Arn # Below polices are needed for Service Integration of nested workflows # https://docs.aws.amazon.com/step-functions/latest/dg/stepfunctions-iam.html - @@ -3744,6 +4063,36 @@ Resources: - Workflow - AnalysisDocument - Name + - !Sub + - arn:aws:states:${AWS::Region}:${AWS::AccountId}:stateMachine:${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - VideoBasedDetection + - Name + - !Sub + - arn:aws:states:${AWS::Region}:${AWS::AccountId}:stateMachine:${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - DynamicFrameSegmentation + - Name + - !Sub + - arn:aws:states:${AWS::Region}:${AWS::AccountId}:stateMachine:${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - FrameBasedDetection + - Name + - !Sub + - arn:aws:states:${AWS::Region}:${AWS::AccountId}:stateMachine:${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - CustomModelDetection + - Name + - !Sub + - arn:aws:states:${AWS::Region}:${AWS::AccountId}:stateMachine:${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - AnalysisPostProcess + - Name - Effect: Allow Action: @@ -3774,6 +4123,36 @@ Resources: - Workflow - AnalysisDocument - Name + - !Sub + - arn:aws:states:${AWS::Region}:${AWS::AccountId}:execution:${ResourcePrefix}-${name}:* + - name: !FindInMap + - Workflow + - VideoBasedDetection + - Name + - !Sub + - arn:aws:states:${AWS::Region}:${AWS::AccountId}:execution:${ResourcePrefix}-${name}:* + - name: !FindInMap + - Workflow + - DynamicFrameSegmentation + - Name + - !Sub + - arn:aws:states:${AWS::Region}:${AWS::AccountId}:execution:${ResourcePrefix}-${name}:* + - name: !FindInMap + - Workflow + - FrameBasedDetection + - Name + - !Sub + - arn:aws:states:${AWS::Region}:${AWS::AccountId}:execution:${ResourcePrefix}-${name}:* + - name: !FindInMap + - Workflow + - CustomModelDetection + - Name + - !Sub + - arn:aws:states:${AWS::Region}:${AWS::AccountId}:execution:${ResourcePrefix}-${name}:* + - name: !FindInMap + - Workflow + - AnalysisPostProcess + - Name - Effect: Allow Action: @@ -3801,6 +4180,23 @@ Resources: - Name RetentionInDays: 7 + AnalysisVideoFrameSegmentationLogGroup: + Type: AWS::Logs::LogGroup + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W84 + reason: Use default encryption. Disable additional KMS encryption requirement. https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/encrypt-log-data-kms.html + Properties: + LogGroupName: !Sub + - /aws/lambda/${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - AnalysisVideoFrameSegmentation + - Name + RetentionInDays: 7 + AnalysisVideoRole: Type: AWS::IAM::Role Metadata: @@ -3809,6 +4205,9 @@ Resources: - id: W11 reason: Wildcard character is prefixed and scoped with the ResourcePrefix + - + id: W76 + reason: Suppress SPCM warning to have fine grained permission Properties: AssumeRolePolicyDocument: Version: "2012-10-17" @@ -3835,6 +4234,13 @@ Resources: - logs:CreateLogStream - logs:PutLogEvents Resource: !GetAtt AnalysisVideoLogGroup.Arn + - + Effect: Allow + Action: + - logs:CreateLogGroup + - logs:CreateLogStream + - logs:PutLogEvents + Resource: !GetAtt AnalysisVideoFrameSegmentationLogGroup.Arn # S3 - proxy bucket - Effect: Allow @@ -3845,6 +4251,7 @@ Resources: Action: - s3:GetObject - s3:PutObject + - s3:DeleteObject Resource: !Sub arn:aws:s3:::${ProxyBucket}/* # DynamoDB - @@ -3855,6 +4262,8 @@ Resources: - dynamodb:PutItem - dynamodb:UpdateItem - dynamodb:DeleteItem + - dynamodb:BatchGetItem + - dynamodb:BatchWriteItem Resource: !Sub arn:aws:dynamodb:${AWS::Region}:${AWS::AccountId}:table/${ResourcePrefix}-* # Rekognition - @@ -3884,6 +4293,11 @@ Resources: - rekognition:RecognizeCelebrities - rekognition:SearchFacesByImage Resource: "*" + # Rekognition - auto face indexer + - + Effect: Allow + Action: rekognition:IndexFaces + Resource: !Sub arn:aws:rekognition:${AWS::Region}:${AWS::AccountId}:collection/* # IAM - Rekognition/Textract pass SNS topic role for notification - Effect: Allow @@ -3920,6 +4334,11 @@ Resources: Resource: - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${OpenSearchDomainName} - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${OpenSearchDomainName}/* + # OpenSearch Serverless + - + Effect: Allow + Action: aoss:APIAccessAll + Resource: !Sub arn:aws:aoss:${AWS::Region}:${AWS::AccountId}:collection/${OpenSearchDomainName} AnalysisVideoLambda: Type: AWS::Lambda::Function @@ -3959,15 +4378,15 @@ Resources: Layers: - !Ref AwsSdkLayer - !Ref CoreLibLayer - - !Ref CanvasLibLayer - !Ref BacklogLibLayer + - !Ref JimpLayer TracingConfig: Mode: Active Environment: Variables: ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent - ENV_ANONYMIZED_USAGE: !Ref AnonymizedUsage + ENV_ANONYMOUS_USAGE: !Ref AnonymousUsage ENV_SOLUTION_UUID: !Ref SolutionUuid ENV_SOLUTION_ID: !Ref SolutionId ENV_RESOURCE_PREFIX: !Ref ResourcePrefix @@ -3975,280 +4394,867 @@ Resources: ENV_IOT_TOPIC: !Ref IotTopic ENV_PROXY_BUCKET: !Ref ProxyBucket ENV_ES_DOMAIN_ENDPOINT: !Ref OpenSearchDomainEndpoint + ENV_USE_OPENSEARCH_SERVERLESS: !If + - bOpenSearchServerless + - 1 + - 0 ## Service Backlog ## ENV_BACKLOG_EB_BUS: !GetAtt EventBridgeBus.Name ENV_BACKLOG_TABLE: !Ref BacklogTable ENV_BACKLOG_TOPIC_ARN: !Ref BacklogTopic ENV_BACKLOG_TOPIC_ROLE_ARN: !GetAtt BacklogTopicRole.Arn ENV_ATOMICLOCK_TABLE: !Ref AtomicLockTable + ENV_BEDROCK_REGION: !If + - bBedrockSecondaryRegionAccess + - !Ref BedrockSecondaryRegionAccess + - "" + ENV_BEDROCK_MODEL_NAME: !Ref BedrockModelName + ENV_BEDROCK_MODEL_ID: !Ref BedrockModelId + ENV_BEDROCK_MODEL_VER: !Ref BedrockModelVersion - AnalysisVideoStateMachine: + AnalysisVideoFrameSegmentationLambda: + Type: AWS::Lambda::Function + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W89 + reason: Workflow not using VPC + - + id: W92 + reason: Workflow not limiting simultaneous executions + Properties: + FunctionName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - AnalysisVideoFrameSegmentation + - Name + Description: !Sub (${SolutionLowerCaseId}) analysis video frame segmentation state machine lambda + Runtime: !FindInMap + - Node + - Runtime + - Version + MemorySize: 5308 + Timeout: 900 + Handler: index.handler + Role: !GetAtt AnalysisVideoRole.Arn + Code: + S3Bucket: !Ref S3Bucket + S3Key: !Sub + - ${KeyPrefix}/${package} + - package: !FindInMap + - Workflow + - AnalysisVideo + - Package + Layers: + - !Ref AwsSdkLayer + - !Ref CoreLibLayer + - !Ref BacklogLibLayer + - !Ref JimpLayer + TracingConfig: + Mode: Active + Environment: + Variables: + ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId + ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent + ENV_ANONYMOUS_USAGE: !Ref AnonymousUsage + ENV_SOLUTION_UUID: !Ref SolutionUuid + ENV_SOLUTION_ID: !Ref SolutionId + ENV_RESOURCE_PREFIX: !Ref ResourcePrefix + ENV_IOT_HOST: !Ref IotHost + ENV_IOT_TOPIC: !Ref IotTopic + ENV_PROXY_BUCKET: !Ref ProxyBucket + ENV_ES_DOMAIN_ENDPOINT: !Ref OpenSearchDomainEndpoint + ENV_USE_OPENSEARCH_SERVERLESS: !If + - bOpenSearchServerless + - 1 + - 0 + ## Service Backlog ## + ENV_BACKLOG_EB_BUS: !GetAtt EventBridgeBus.Name + ENV_BACKLOG_TABLE: !Ref BacklogTable + ENV_BACKLOG_TOPIC_ARN: !Ref BacklogTopic + ENV_BACKLOG_TOPIC_ROLE_ARN: !GetAtt BacklogTopicRole.Arn + ENV_ATOMICLOCK_TABLE: !Ref AtomicLockTable + + VideoBasedDetectionStateMachine: Type: AWS::StepFunctions::StateMachine Properties: StateMachineName: !Sub - ${ResourcePrefix}-${name} - name: !FindInMap - Workflow - - AnalysisVideo + - VideoBasedDetection - Name RoleArn: !GetAtt AnalysisStateMachineServiceRole.Arn DefinitionString: - !Sub - - |- - { - "StartAt": "Start video analysis", - "States": { - "Start video analysis": { - "Type": "Parallel", - "Branches": [ - { - "StartAt": "Frame-based detection iterators", - "States": { - "Frame-based detection iterators": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "prepare-frame-detection-iterators", - "uuid.$": "$.uuid", - "input.$": "$.input", - "data.$": "$.data", - "status": "NOT_STARTED", - "progress": 0 - }, - "Next": "Frame based analysis", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] - }, - "Frame based analysis": { - "Type": "Map", - "ItemsPath": "$.data.iterators", - "MaxConcurrency": 10, - "Iterator": { - "StartAt": "Detect frame (Iterator)", - "States": { - "Detect frame (Iterator)": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "detect-frame-iterator", - "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", - "data.$": "$.data" - }, - "Next": "More frames (Iterator)?", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] - }, - "More frames (Iterator)?": { - "Type": "Choice", - "Choices": [ - { - "Variable": "$.status", - "StringEquals": "COMPLETED", - "Next": "Detect frame completed" - } - ], - "Default": "Detect frame (Iterator)" - }, - "Detect frame completed": { - "Type": "Succeed" - } - } - }, - "ResultPath": "$.data.iterators", - "Next": "Frame-based track iterators" + !Sub |- + { + "Comment": "video based detection state machine, substate of analysis video workflow. Uses Amazon Rekognition Video APIs", + "StartAt": "Start video detection and wait", + "States": { + "Start video detection and wait": { + "Type": "Task", + "Resource": "arn:aws:states:::lambda:invoke.waitForTaskToken", + "Parameters": { + "FunctionName": "${AnalysisVideoLambda}", + "Payload": { + "token.$": "$$.Task.Token", + "operation": "start-detection-iterator", + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "data.$": "$.data" + } + }, + "TimeoutSeconds": 86400, + "Next": "Collect video detection results" + }, + "Collect video detection results": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "operation": "collect-results-iterator", + "data.$": "$.data" + }, + "Next": "More detection results?", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.1 + } + ] + }, + "More detection results?": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.status", + "StringEquals": "COMPLETED", + "Next": "Create video detection tracks" + } + ], + "Default": "Collect video detection results" + }, + "Create video detection tracks": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "operation": "create-track-iterator", + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "data.$": "$.data" + }, + "Next": "More tracks?", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.1 + } + ] + }, + "More tracks?": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.status", + "StringEquals": "COMPLETED", + "Next": "Index video detection results" + } + ], + "Default": "Create video detection tracks" + }, + "Index video detection results": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "operation": "index-analysis-results", + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "data.$": "$.data" + }, + "End": true, + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.1 + } + ] + } + } + } + + DynamicFrameSegmentationStateMachine: + Type: AWS::StepFunctions::StateMachine + Properties: + StateMachineName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - DynamicFrameSegmentation + - Name + RoleArn: !GetAtt AnalysisStateMachineServiceRole.Arn + DefinitionString: + !Sub |- + { + "Comment": "frame segmentation using Amazon Rekognition Shot Segment, perceptual hash distance, image embedding, and similiarty search techniques", + "StartAt": "Use frame segmentation", + "States": { + "Use frame segmentation": { + "Type": "Choice", + "Choices": [ + { + "And": [ + { + "Variable": "$.input", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions.segment", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions.segment", + "BooleanEquals": true + }, + { + "Variable": "$.input.aiOptions.framebased", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions.framebased", + "BooleanEquals": true + }, + { + "Variable": "$.input.aiOptions.frameCaptureMode", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions.frameCaptureMode", + "NumericEquals": 9999 + } + ], + "Next": "Prepare segment detection" + }, + { + "And": [ + { + "Variable": "$.input", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions.segment", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions.segment", + "BooleanEquals": false + }, + { + "Variable": "$.input.aiOptions.framebased", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions.framebased", + "BooleanEquals": true + }, + { + "Variable": "$.input.aiOptions.frameCaptureMode", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions.frameCaptureMode", + "NumericEquals": 9999 + } + ], + "Next": "Dynamically select frames" + } + ], + "Default": "Frame segmentation completed" + }, + "Prepare segment detection": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "operation": "prepare-segment-detection", + "uuid.$": "$.uuid", + "input.$": "$.input", + "data.$": "$.data", + "status": "NOT_STARTED", + "progress": 0 + }, + "Next": "Run segment detection and wait" + }, + "Run segment detection and wait": { + "Type": "Task", + "Resource": "arn:aws:states:::states:startExecution.sync:2", + "Parameters": { + "StateMachineArn": "${VideoBasedDetectionStateMachine.Arn}", + "Input": { + "operation": "start-detection-iterator", + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "data.$": "$.data" + } + }, + "OutputPath": "$.Output", + "Next": "Dynamically select frames" + }, + "Dynamically select frames": { + "Type": "Task", + "Resource": "${AnalysisVideoFrameSegmentationLambda.Arn}", + "Parameters": { + "operation": "select-segment-frames", + "uuid.$": "$.uuid", + "input.$": "$$.Execution.Input.input", + "data.$": "$.data", + "status": "NOT_STARTED", + "progress": 0 + }, + "Next": "More frames?" + }, + "More frames?": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.status", + "StringEquals": "COMPLETED", + "Next": "Frame segmentation completed" + } + ], + "Default": "Dynamically select frames" + }, + "Frame segmentation completed": { + "Type": "Succeed" + } + } + } + + FrameBasedDetectionStateMachine: + Type: AWS::StepFunctions::StateMachine + Properties: + StateMachineName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - FrameBasedDetection + - Name + RoleArn: !GetAtt AnalysisStateMachineServiceRole.Arn + DefinitionString: + !Sub |- + { + "Comment": "frame based detection state machine, substate of analysis video workflow. Uses Amazon Rekognition Image APIs", + "StartAt": "Detect frame", + "States": { + "Detect frame": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "operation": "detect-frame-iterator", + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "data.$": "$.data" + }, + "Next": "More frames?", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.1 + } + ] + }, + "More frames?": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.status", + "StringEquals": "COMPLETED", + "Next": "Reset status for track creation" + } + ], + "Default": "Detect frame" + }, + "Reset status for track creation": { + "Type": "Pass", + "Parameters": { + "operation": "create-track-iterator", + "uuid.$": "$.uuid", + "data.$": "$.data", + "status": "NOT_STARTED", + "progress": 0 + }, + "Next": "Create frame based track" + }, + "Create frame based track": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "operation": "create-track-iterator", + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "data.$": "$.data" + }, + "Next": "More frame based tracks?", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.1 + } + ] + }, + "More frame based tracks?": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.status", + "StringEquals": "COMPLETED", + "Next": "Index frame based analysis" + } + ], + "Default": "Create frame based track" + }, + "Index frame based analysis": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "operation": "index-analysis-results", + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "data.$": "$.data" + }, + "End": true, + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.1 + } + ] + } + } + } + + CustomModelDetectionStateMachine: + Type: AWS::StepFunctions::StateMachine + Properties: + StateMachineName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - CustomModelDetection + - Name + RoleArn: !GetAtt AnalysisStateMachineServiceRole.Arn + DefinitionString: + !Sub |- + { + "Comment": "custom model detection state machine, substate of analysis video workflow. Uses Amazon Rekognition Custom Label feature.", + "StartAt": "which advanced feature?", + "States": { + "which advanced feature?": { + "Type": "Choice", + "Choices": [ + { + "And": [ + { + "Variable": "$.data", + "IsPresent": true + }, + { + "Variable": "$.data.scene", + "IsPresent": true + }, + { + "Variable": "$.data.segment", + "IsPresent": true + }, + { + "Variable": "$.data.framesegmentation", + "IsPresent": true + } + ], + "Next": "Run scene embeddings" + }, + { + "And": [ + { + "Variable": "$.data", + "IsPresent": true + }, + { + "Variable": "$.data.customlabel", + "IsPresent": true + }, + { + "Variable": "$.data.customlabel.customLabelModels", + "IsPresent": true + } + ], + "Next": "Start custom model detection and wait" + } + ], + "Default": "Feature not enabled" + }, + "Run scene embeddings": { + "Type": "Task", + "Resource": "${RunImageEmbeddingsLambda.Arn}", + "InputPath": "$.data.scene", + "ResultPath": "$.data.scene", + "Next": "More scene embeddings?", + "Retry": [ + { + "ErrorEquals": [ + "Lambda.ClientExecutionTimeoutException", + "Lambda.ServiceException", + "Lambda.AWSLambdaException", + "Lambda.SdkClientException" + ], + "IntervalSeconds": 6, + "MaxAttempts": 6, + "BackoffRate": 2 + }, + { + "ErrorEquals": [ + "Lambda.TooManyRequestsException" + ], + "IntervalSeconds": 1, + "MaxAttempts": 6, + "BackoffRate": 1.5 + }, + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.1 + } + ] + }, + "More scene embeddings?": { + "Type": "Choice", + "Choices": [ + { + "And": [ + { + "Variable": "$.data.scene.status", + "IsPresent": true + }, + { + "Variable": "$.data.scene.status", + "StringEquals": "COMPLETED" + } + ], + "Next": "Search frame similarity with faiss" + } + ], + "Default": "Run scene embeddings" + }, + "Search frame similarity with faiss": { + "Type": "Task", + "Resource": "${SearchFrameSimilarityLambda.Arn}", + "InputPath": "$.data.scene", + "ResultPath": "$.data.scene", + "Next": "Create scene events", + "Retry": [ + { + "ErrorEquals": [ + "Lambda.ClientExecutionTimeoutException", + "Lambda.ServiceException", + "Lambda.AWSLambdaException", + "Lambda.SdkClientException" + ], + "IntervalSeconds": 6, + "MaxAttempts": 6, + "BackoffRate": 2 + }, + { + "ErrorEquals": [ + "Lambda.TooManyRequestsException" + ], + "IntervalSeconds": 1, + "MaxAttempts": 6, + "BackoffRate": 1.5 + }, + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.1 + } + ] + }, + "Create scene events": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "operation": "create-scene-events", + "uuid.$": "$.uuid", + "input.$": "$.input", + "data.$": "$.data", + "status": "NOT_STARTED", + "progress": 0 + }, + "End": true + }, + "Start custom model detection and wait": { + "Type": "Task", + "Resource": "arn:aws:states:::lambda:invoke.waitForTaskToken", + "Parameters": { + "FunctionName": "${AnalysisVideoLambda}", + "Payload": { + "token.$": "$$.Task.Token", + "operation": "start-detection-iterator", + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "data.$": "$.data" + } + }, + "TimeoutSeconds": 86400, + "Next": "Collect custom model detection results" + }, + "Collect custom model detection results": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "operation": "collect-results-iterator", + "data.$": "$.data" + }, + "Next": "Create custom model detection tracks", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.1 + } + ] + }, + "Create custom model detection tracks": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "operation": "create-track-iterator", + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "data.$": "$.data" + }, + "Next": "More tracks?", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.1 + } + ] + }, + "More tracks?": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.status", + "StringEquals": "COMPLETED", + "Next": "Index custom model detection results" + } + ], + "Default": "Create custom model detection tracks" + }, + "Index custom model detection results": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "operation": "index-analysis-results", + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "data.$": "$.data" + }, + "End": true, + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.1 + } + ] + }, + + "Feature not enabled": { + "Type": "Succeed" + } + } + } + + AnalysisVideoStateMachine: + Type: AWS::StepFunctions::StateMachine + Properties: + StateMachineName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - AnalysisVideo + - Name + RoleArn: !GetAtt AnalysisStateMachineServiceRole.Arn + DefinitionString: + !Sub |- + { + "Comment": "video analysis state machine. Fan out to numbers of child state machines to handle frame based, custom model, and video based analysis", + "StartAt": "Start video analysis", + "States": { + "Start video analysis": { + "Type": "Parallel", + "Branches": [ + { + "StartAt": "Video based detection iterators", + "States": { + "Video based detection iterators": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "operation": "prepare-video-detection-iterators", + "uuid.$": "$.uuid", + "input.$": "$.input", + "data.$": "$.data", + "status": "NOT_STARTED", + "progress": 0 }, - "Frame-based track iterators": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "prepare-frame-track-iterators", - "uuid.$": "$.uuid", - "data.$": "$.data", - "status": "NOT_STARTED", - "progress": 0 + "Next": "Video based analysis", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.1 + } + ] + }, + "Video based analysis": { + "Type": "Map", + "MaxConcurrency": 10, + "ItemsPath": "$.data.iterators", + "ItemProcessor": { + "ProcessorConfig": { + "Mode": "INLINE" }, - "Next": "Frame based track iterators", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] - }, - "Frame based track iterators": { - "Type": "Map", - "ItemsPath": "$.data.iterators", - "MaxConcurrency": 10, - "Iterator": { - "StartAt": "Create frame-based track (Iterator)", - "States": { - "Create frame-based track (Iterator)": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "create-track-iterator", + "StartAt": "Run video based detection", + "States": { + "Run video based detection": { + "Type": "Task", + "Resource": "arn:aws:states:::states:startExecution.sync:2", + "Parameters": { + "StateMachineArn": "${VideoBasedDetectionStateMachine.Arn}", + "Input": { + "operation": "start-detection-iterator", "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", + "status": "NOT_STARTED", + "progress": 0, "data.$": "$.data" - }, - "Next": "More frame-based tracks (Iterator)?", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] - }, - "More frame-based tracks (Iterator)?": { - "Type": "Choice", - "Choices": [ - { - "Variable": "$.status", - "StringEquals": "COMPLETED", - "Next": "Index frame-based analysis (Iterator)" - } - ], - "Default": "Create frame-based track (Iterator)" + } }, - "Index frame-based analysis (Iterator)": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "index-analysis-results", - "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", - "data.$": "$.data" - }, - "End": true, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] - } + "OutputPath": "$.Output", + "End": true } - }, - "ResultPath": "$.data.iterators", - "End": true - } + } + }, + "ResultPath": "$.data.iterators", + "End": true } - }, - { - "StartAt": "Video-based detection iterators", - "States": { - "Video-based detection iterators": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "prepare-video-detection-iterators", + } + }, + { + "StartAt": "Run dynamic frame segmentation", + "States": { + "Run dynamic frame segmentation": { + "Type": "Task", + "Resource": "arn:aws:states:::states:startExecution.sync:2", + "Parameters": { + "StateMachineArn": "${DynamicFrameSegmentationStateMachine.Arn}", + "Input": { + "operation": "prepare-segment-detection", "uuid.$": "$.uuid", "input.$": "$.input", "data.$": "$.data", "status": "NOT_STARTED", "progress": 0 - }, - "Next": "Video based analysis", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] + } }, - "Video based analysis": { - "Type": "Map", - "ItemsPath": "$.data.iterators", - "MaxConcurrency": 10, - "Iterator": { - "StartAt": "Start detection and wait (Iterator)", + "OutputPath": "$.Output", + "Next": "Start frame-based analysis" + }, + "Start frame-based analysis": { + "Type": "Parallel", + "Branches": [ + { + "StartAt": "Frame based detection iterators", "States": { - "Start detection and wait (Iterator)": { - "Type": "Task", - "Resource":"arn:aws:states:::lambda:invoke.waitForTaskToken", - "Parameters": { - "FunctionName": "${a0}", - "Payload": { - "token.$":"$$.Task.Token", - "operation": "start-detection-iterator", - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress": 0, - "data.$": "$.data" - } - }, - "TimeoutSeconds": 86400, - "Next": "Collect detection results (Iterator)" - }, - "Collect detection results (Iterator)": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", - "operation": "collect-results-iterator", - "data.$": "$.data" - }, - "Next": "Create video-based track (Iterator)", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] - }, - "Create video-based track (Iterator)": { + "Frame based detection iterators": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${AnalysisVideoLambda.Arn}", "Parameters": { - "operation": "create-track-iterator", + "operation": "prepare-frame-detection-iterators", "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", - "data.$": "$.data" + "input.$": "$.input", + "data.$": "$.data", + "status": "NOT_STARTED", + "progress": 0 }, - "Next": "More video-based tracks (Iterator)?", + "Next": "Frame based analysis", "Retry": [ { "ErrorEquals": [ @@ -4260,129 +5266,54 @@ Resources: } ] }, - "More video-based tracks (Iterator)?": { - "Type": "Choice", - "Choices": [ - { - "Variable": "$.status", - "StringEquals": "COMPLETED", - "Next": "Index video-based analysis (Iterator)" + "Frame based analysis": { + "Type": "Map", + "MaxConcurrency": 10, + "ItemsPath": "$.data.iterators", + "ItemProcessor": { + "ProcessorConfig": { + "Mode": "INLINE" + }, + "StartAt": "Run frame based detection", + "States": { + "Run frame based detection": { + "Type": "Task", + "Resource": "arn:aws:states:::states:startExecution.sync:2", + "Parameters": { + "StateMachineArn": "${FrameBasedDetectionStateMachine.Arn}", + "Input": { + "operation": "detect-frame-iterator", + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "data.$": "$.data" + } + }, + "OutputPath": "$.Output", + "End": true + } } - ], - "Default": "Create video-based track (Iterator)" - }, - "Index video-based analysis (Iterator)": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "index-analysis-results", - "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", - "data.$": "$.data" }, - "End": true, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] + "ResultPath": "$.data.iterators", + "End": true } } }, - "ResultPath": "$.data.iterators", - "End": true - } - } - }, - { - "StartAt": "Custom detection iterators", - "States": { - "Custom detection iterators": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "prepare-custom-detection-iterators", - "uuid.$": "$.uuid", - "input.$": "$.input", - "data.$": "$.data", - "status": "NOT_STARTED", - "progress": 0 - }, - "Next": "Custom analysis", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] - }, - "Custom analysis": { - "Type": "Map", - "ItemsPath": "$.data.iterators", - "MaxConcurrency": 10, - "Iterator": { - "StartAt": "Start custom and wait (Iterator)", + { + "StartAt": "Custom model detection iterators", "States": { - "Start custom and wait (Iterator)": { - "Type": "Task", - "Resource":"arn:aws:states:::lambda:invoke.waitForTaskToken", - "Parameters": { - "FunctionName": "${a0}", - "Payload": { - "token.$":"$$.Task.Token", - "operation": "start-detection-iterator", - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress": 0, - "data.$": "$.data" - } - }, - "TimeoutSeconds": 86400, - "Next": "Collect custom results (Iterator)" - }, - "Collect custom results (Iterator)": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", - "operation": "collect-results-iterator", - "data.$": "$.data" - }, - "Next": "Create custom track (Iterator)", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] - }, - "Create custom track (Iterator)": { + "Custom model detection iterators": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${AnalysisVideoLambda.Arn}", "Parameters": { - "operation": "create-track-iterator", + "operation": "prepare-custom-detection-iterators", "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", - "data.$": "$.data" + "input.$": "$.input", + "data.$": "$.data", + "status": "NOT_STARTED", + "progress": 0 }, - "Next": "More custom tracks (Iterator)?", + "Next": "Custom model analysis", "Retry": [ { "ErrorEquals": [ @@ -4394,76 +5325,70 @@ Resources: } ] }, - "More custom tracks (Iterator)?": { - "Type": "Choice", - "Choices": [ - { - "Variable": "$.status", - "StringEquals": "COMPLETED", - "Next": "Index custom analysis (Iterator)" + "Custom model analysis": { + "Type": "Map", + "MaxConcurrency": 10, + "ItemsPath": "$.data.iterators", + "ItemProcessor": { + "ProcessorConfig": { + "Mode": "INLINE" + }, + "StartAt": "Run custom model detection", + "States": { + "Run custom model detection": { + "Type": "Task", + "Resource": "arn:aws:states:::states:startExecution.sync:2", + "Parameters": { + "StateMachineArn": "${CustomModelDetectionStateMachine.Arn}", + "Input": { + "operation": "start-detection-iterator", + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "input.$": "$.input", + "data.$": "$.data" + } + }, + "OutputPath": "$.Output", + "End": true + } } - ], - "Default": "Create custom track (Iterator)" - }, - "Index custom analysis (Iterator)": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "index-analysis-results", - "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", - "data.$": "$.data" }, - "End": true, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] + "ResultPath": "$.data.iterators", + "End": true } } - }, - "ResultPath": "$.data.iterators", - "End": true - } + } + ], + "End": true } } - ], - "Next": "Video analysis completed" + } + ], + "Next": "Video analysis completed" + }, + "Video analysis completed": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "operation": "job-completed", + "stateExecution.$": "$$.Execution", + "parallelStateOutputs.$": "$" }, - "Video analysis completed": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "job-completed", - "stateExecution.$": "$$.Execution", - "parallelStateOutputs.$": "$" - }, - "End": true, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] - } + "End": true, + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.1 + } + ] } } - - - { - a0: !Ref AnalysisVideoLambda, - x0: !GetAtt AnalysisVideoLambda.Arn - } + } ################################################################################ # Analysis Audio State Machine resources @@ -4598,6 +5523,11 @@ Resources: Resource: - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${OpenSearchDomainName} - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${OpenSearchDomainName}/* + # OpenSearch Serverless + - + Effect: Allow + Action: aoss:APIAccessAll + Resource: !Sub arn:aws:aoss:${AWS::Region}:${AWS::AccountId}:collection/${OpenSearchDomainName} AnalysisAudioLambda: Type: AWS::Lambda::Function @@ -4644,7 +5574,7 @@ Resources: Variables: ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent - ENV_ANONYMIZED_USAGE: !Ref AnonymizedUsage + ENV_ANONYMOUS_USAGE: !Ref AnonymousUsage ENV_SOLUTION_UUID: !Ref SolutionUuid ENV_SOLUTION_ID: !Ref SolutionId ENV_RESOURCE_PREFIX: !Ref ResourcePrefix @@ -4653,11 +5583,22 @@ Resources: ENV_PROXY_BUCKET: !Ref ProxyBucket ENV_DATA_ACCESS_ROLE: !GetAtt ServiceDataAccessRole.Arn ENV_ES_DOMAIN_ENDPOINT: !Ref OpenSearchDomainEndpoint + ENV_USE_OPENSEARCH_SERVERLESS: !If + - bOpenSearchServerless + - 1 + - 0 # Service Backlog ## ENV_BACKLOG_EB_BUS: !GetAtt EventBridgeBus.Name ENV_BACKLOG_TABLE: !Ref BacklogTable ENV_BACKLOG_TOPIC_ARN: !Ref BacklogTopic ENV_BACKLOG_TOPIC_ROLE_ARN: !GetAtt BacklogTopicRole.Arn + ENV_BEDROCK_REGION: !If + - bBedrockSecondaryRegionAccess + - !Ref BedrockSecondaryRegionAccess + - "" + ENV_BEDROCK_MODEL_NAME: !Ref BedrockModelName + ENV_BEDROCK_MODEL_ID: !Ref BedrockModelId + ENV_BEDROCK_MODEL_VER: !Ref BedrockModelVersion AnalysisAudioStateMachine: Type: AWS::StepFunctions::StateMachine @@ -4670,477 +5611,471 @@ Resources: - Name RoleArn: !GetAtt AnalysisStateMachineServiceRole.Arn DefinitionString: - !Sub - - |- - { - "StartAt": "Start transcribe and wait", - "States": { - "Start transcribe and wait": { - "Type": "Task", - "Resource":"arn:aws:states:::lambda:invoke.waitForTaskToken", - "Parameters": { - "FunctionName": "${a0}", - "Payload": { - "token.$":"$$.Task.Token", - "operation": "start-transcribe", - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress": 0, - "input.$": "$.input" - } - }, - "TimeoutSeconds": 86400, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 1, - "BackoffRate": 1.2 - } - ], - "Next": "Collect transcribe results" - }, - "Collect transcribe results": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "collect-transcribe-results", + !Sub |- + { + "StartAt": "Start transcribe and wait", + "States": { + "Start transcribe and wait": { + "Type": "Task", + "Resource":"arn:aws:states:::lambda:invoke.waitForTaskToken", + "Parameters": { + "FunctionName": "${AnalysisAudioLambda}", + "Payload": { + "token.$":"$$.Task.Token", + "operation": "start-transcribe", "uuid.$": "$.uuid", "status": "NOT_STARTED", "progress": 0, - "input.$": "$.input", - "data.$": "$.data" - }, - "Next": "Got transcription data?", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 4, - "BackoffRate": 1.1 - } - ] + "input.$": "$.input" + } }, - "Got transcription data?": { - "Type": "Choice", - "Choices": [ - { - "And": [ - { - "Variable": "$.data.transcribe", - "IsPresent": true - }, - { - "Variable": "$.data.transcribe.languageCode", - "IsPresent": true + "TimeoutSeconds": 86400, + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 1, + "BackoffRate": 1.2 + } + ], + "Next": "Collect transcribe results" + }, + "Collect transcribe results": { + "Type": "Task", + "Resource": "${AnalysisAudioLambda.Arn}", + "Parameters": { + "operation": "collect-transcribe-results", + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "input.$": "$.input", + "data.$": "$.data" + }, + "Next": "Got transcription data?", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.1 + } + ] + }, + "Got transcription data?": { + "Type": "Choice", + "Choices": [ + { + "And": [ + { + "Variable": "$.data.transcribe", + "IsPresent": true + }, + { + "Variable": "$.data.transcribe.languageCode", + "IsPresent": true + }, + { + "Variable": "$.data.transcribe.output", + "IsPresent": true + }, + { + "Variable": "$.data.transcribe.vtt", + "IsPresent": true + } + ], + "Next": "Index transcribe results" + } + ], + "Default": "Analysis completed" + }, + "Index transcribe results": { + "Type": "Task", + "Resource": "${AnalysisAudioLambda.Arn}", + "Parameters": { + "operation": "index-transcribe-results", + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "input.$": "$.input", + "data.$": "$.data" + }, + "Next": "Start comprehend analysis", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.1 + } + ] + }, + "Start comprehend analysis": { + "Type": "Parallel", + "Branches": [ + { + "StartAt": "Batch detect entities", + "States": { + "Batch detect entities": { + "Type": "Task", + "Resource": "${AnalysisAudioLambda.Arn}", + "Parameters": { + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress.$": "$.progress", + "operation": "start-entity", + "input.$": "$.input", + "data.$": "$.data" }, - { - "Variable": "$.data.transcribe.output", - "IsPresent": true + "Next": "Index entity results", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 8, + "BackoffRate": 1.2 + } + ] + }, + "Index entity results": { + "Type": "Task", + "Resource": "${AnalysisAudioLambda.Arn}", + "Parameters": { + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "operation": "index-entity-results", + "input.$": "$.input", + "data.$": "$.data" }, - { - "Variable": "$.data.transcribe.vtt", - "IsPresent": true - } - ], - "Next": "Index transcribe results" + "End": true, + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 6, + "BackoffRate": 1.1 + } + ] + } } - ], - "Default": "Analysis completed" - }, - "Index transcribe results": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "index-transcribe-results", - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress": 0, - "input.$": "$.input", - "data.$": "$.data" }, - "Next": "Start comprehend analysis", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 4, - "BackoffRate": 1.1 - } - ] - }, - "Start comprehend analysis": { - "Type": "Parallel", - "Branches": [ - { - "StartAt": "Batch detect entities", - "States": { - "Batch detect entities": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress.$": "$.progress", - "operation": "start-entity", - "input.$": "$.input", - "data.$": "$.data" - }, - "Next": "Index entity results", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 8, - "BackoffRate": 1.2 - } - ] - }, - "Index entity results": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress": 0, - "operation": "index-entity-results", - "input.$": "$.input", - "data.$": "$.data" - }, - "End": true, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 6, - "BackoffRate": 1.1 - } - ] - } - } - }, - { - "StartAt": "Batch detect keyphrases", - "States": { - "Batch detect keyphrases": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress.$": "$.progress", - "operation": "start-keyphrase", - "input.$": "$.input", - "data.$": "$.data" - }, - "Next": "Index keyphrase results", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 8, - "BackoffRate": 1.2 - } - ] + { + "StartAt": "Batch detect keyphrases", + "States": { + "Batch detect keyphrases": { + "Type": "Task", + "Resource": "${AnalysisAudioLambda.Arn}", + "Parameters": { + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress.$": "$.progress", + "operation": "start-keyphrase", + "input.$": "$.input", + "data.$": "$.data" }, - "Index keyphrase results": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress": 0, - "operation": "index-keyphrase-results", - "input.$": "$.input", - "data.$": "$.data" - }, - "End": true, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 6, - "BackoffRate": 1.1 - } - ] - } - } - }, - { - "StartAt": "Batch detect sentiments", - "States": { - "Batch detect sentiments": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress.$": "$.progress", - "operation": "start-sentiment", - "input.$": "$.input", - "data.$": "$.data" - }, - "Next": "Index sentiment results", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 8, - "BackoffRate": 1.2 - } - ] + "Next": "Index keyphrase results", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 8, + "BackoffRate": 1.2 + } + ] + }, + "Index keyphrase results": { + "Type": "Task", + "Resource": "${AnalysisAudioLambda.Arn}", + "Parameters": { + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "operation": "index-keyphrase-results", + "input.$": "$.input", + "data.$": "$.data" }, - "Index sentiment results": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress": 0, - "operation": "index-sentiment-results", - "input.$": "$.input", - "data.$": "$.data" - }, - "End": true, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 6, - "BackoffRate": 1.1 - } - ] - } + "End": true, + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 6, + "BackoffRate": 1.1 + } + ] } - }, - { - "StartAt": "Check custom entity criteria", - "States": { - "Check custom entity criteria": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress.$": "$.progress", - "operation": "check-custom-entity-criteria", - "input.$": "$.input", - "data.$": "$.data" - }, - "Next": "Can start custom entity?", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 1, - "BackoffRate": 1.2 - } - ] - }, - "Can start custom entity?" : { - "Type": "Choice", - "Choices": [ - { - "And": [ - { - "Variable": "$.data.comprehend", - "IsPresent": true - }, - { - "Variable": "$.data.comprehend.customentity", - "IsPresent": true - }, - { - "Variable": "$.data.comprehend.customentity.prefix", - "IsPresent": true - } - ], - "Next": "Start and wait custom entity" - } - ], - "Default": "Custom entity skipped" + } + }, + { + "StartAt": "Batch detect sentiments", + "States": { + "Batch detect sentiments": { + "Type": "Task", + "Resource": "${AnalysisAudioLambda.Arn}", + "Parameters": { + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress.$": "$.progress", + "operation": "start-sentiment", + "input.$": "$.input", + "data.$": "$.data" }, - "Start and wait custom entity": { - "Type": "Task", - "Resource":"arn:aws:states:::lambda:invoke.waitForTaskToken", - "Parameters": { - "FunctionName": "${a0}", - "Payload": { - "token.$":"$$.Task.Token", - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress.$": "$.progress", - "operation": "start-custom-entity", - "input.$": "$.input", - "data.$": "$.data" - } - }, - "TimeoutSeconds": 86400, - "Next": "Wait for custom entity status (3mins)", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 6, - "BackoffRate": 1.1 - } - ] + "Next": "Index sentiment results", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 8, + "BackoffRate": 1.2 + } + ] + }, + "Index sentiment results": { + "Type": "Task", + "Resource": "${AnalysisAudioLambda.Arn}", + "Parameters": { + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "operation": "index-sentiment-results", + "input.$": "$.input", + "data.$": "$.data" }, - "Wait for custom entity status (3mins)": { - "Type": "Wait", - "Seconds": 180, - "Next": "Check custom entity status" + "End": true, + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 6, + "BackoffRate": 1.1 + } + ] + } + } + }, + { + "StartAt": "Check custom entity criteria", + "States": { + "Check custom entity criteria": { + "Type": "Task", + "Resource": "${AnalysisAudioLambda.Arn}", + "Parameters": { + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress.$": "$.progress", + "operation": "check-custom-entity-criteria", + "input.$": "$.input", + "data.$": "$.data" }, - "Check custom entity status": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { + "Next": "Can start custom entity?", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 1, + "BackoffRate": 1.2 + } + ] + }, + "Can start custom entity?" : { + "Type": "Choice", + "Choices": [ + { + "And": [ + { + "Variable": "$.data.comprehend", + "IsPresent": true + }, + { + "Variable": "$.data.comprehend.customentity", + "IsPresent": true + }, + { + "Variable": "$.data.comprehend.customentity.prefix", + "IsPresent": true + } + ], + "Next": "Start and wait custom entity" + } + ], + "Default": "Custom entity skipped" + }, + "Start and wait custom entity": { + "Type": "Task", + "Resource":"arn:aws:states:::lambda:invoke.waitForTaskToken", + "Parameters": { + "FunctionName": "${AnalysisAudioLambda}", + "Payload": { + "token.$":"$$.Task.Token", "uuid.$": "$.uuid", "status": "NOT_STARTED", - "progress": 0, - "operation": "check-custom-entity-status", + "progress.$": "$.progress", + "operation": "start-custom-entity", "input.$": "$.input", "data.$": "$.data" - }, - "Next": "Custom entity completed?", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 1, - "BackoffRate": 1.1 - } - ] + } }, - "Custom entity completed?": { - "Type": "Choice", - "Choices": [ - { - "Or": [ - { - "Variable": "$.status", - "StringEquals": "NO_DATA" - }, - { - "Variable": "$.status", - "StringEquals": "ERROR" - } - ], - "Next": "Custom entity skipped" - }, - { - "Variable": "$.status", - "StringEquals": "COMPLETED", - "Next": "Create custom entity track" - } - ], - "Default": "Wait for custom entity status (3mins)" + "TimeoutSeconds": 86400, + "Next": "Wait for custom entity status (3mins)", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 6, + "BackoffRate": 1.1 + } + ] + }, + "Wait for custom entity status (3mins)": { + "Type": "Wait", + "Seconds": 180, + "Next": "Check custom entity status" + }, + "Check custom entity status": { + "Type": "Task", + "Resource": "${AnalysisAudioLambda.Arn}", + "Parameters": { + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "operation": "check-custom-entity-status", + "input.$": "$.input", + "data.$": "$.data" }, - "Create custom entity track": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress": 0, - "operation": "create-custom-entity-track", - "input.$": "$.input", - "data.$": "$.data" + "Next": "Custom entity completed?", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 1, + "BackoffRate": 1.1 + } + ] + }, + "Custom entity completed?": { + "Type": "Choice", + "Choices": [ + { + "Or": [ + { + "Variable": "$.status", + "StringEquals": "NO_DATA" + }, + { + "Variable": "$.status", + "StringEquals": "ERROR" + } + ], + "Next": "Custom entity skipped" }, - "Next": "Index custom entity results", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] + { + "Variable": "$.status", + "StringEquals": "COMPLETED", + "Next": "Create custom entity track" + } + ], + "Default": "Wait for custom entity status (3mins)" + }, + "Create custom entity track": { + "Type": "Task", + "Resource": "${AnalysisAudioLambda.Arn}", + "Parameters": { + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "operation": "create-custom-entity-track", + "input.$": "$.input", + "data.$": "$.data" }, - "Index custom entity results": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress": 0, - "operation": "index-custom-entity-results", - "input.$": "$.input", - "data.$": "$.data" - }, - "End": true, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 6, - "BackoffRate": 1.1 - } - ] + "Next": "Index custom entity results", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.1 + } + ] + }, + "Index custom entity results": { + "Type": "Task", + "Resource": "${AnalysisAudioLambda.Arn}", + "Parameters": { + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "operation": "index-custom-entity-results", + "input.$": "$.input", + "data.$": "$.data" }, - "Custom entity skipped": { - "Type": "Succeed" - } + "End": true, + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 6, + "BackoffRate": 1.1 + } + ] + }, + "Custom entity skipped": { + "Type": "Succeed" } } - ], - "Next": "Analysis completed" + } + ], + "Next": "Analysis completed" + }, + "Analysis completed": { + "Type": "Task", + "Resource": "${AnalysisAudioLambda.Arn}", + "Parameters": { + "operation": "job-completed", + "stateExecution.$": "$$.Execution", + "parallelStateOutputs.$": "$" }, - "Analysis completed": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "job-completed", - "stateExecution.$": "$$.Execution", - "parallelStateOutputs.$": "$" - }, - "End": true, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 4, - "BackoffRate": 1.1 - } - ] - } + "End": true, + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.1 + } + ] } } - - - { - a0: !Ref AnalysisAudioLambda, - x0: !GetAtt AnalysisAudioLambda.Arn - } + } ################################################################################ # Analysis Image State Machine resources @@ -5214,6 +6149,7 @@ Resources: - dynamodb:Query - dynamodb:UpdateItem - dynamodb:DeleteItem + - dynamodb:BatchGetItem Resource: !Sub arn:aws:dynamodb:${AWS::Region}:${AWS::AccountId}:table/${ResourcePrefix}-* # Rekognition - @@ -5227,6 +6163,15 @@ Resources: - rekognition:DescribeCollection - rekognition:SearchFacesByImage Resource: "*" + # Rekognition Custom Labels + - + Effect: Allow + Action: rekognition:DescribeProjectVersions + Resource: !Sub arn:aws:rekognition:${AWS::Region}:${AWS::AccountId}:project/*/* + - + Effect: Allow + Action: rekognition:DetectCustomLabels + Resource: !Sub arn:aws:rekognition:${AWS::Region}:${AWS::AccountId}:project/*/version/*/* # OpenSearch - Effect: Allow @@ -5239,6 +6184,11 @@ Resources: Resource: - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${OpenSearchDomainName} - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${OpenSearchDomainName}/* + # OpenSearch Serverless + - + Effect: Allow + Action: aoss:APIAccessAll + Resource: !Sub arn:aws:aoss:${AWS::Region}:${AWS::AccountId}:collection/${OpenSearchDomainName} AnalysisImageLambda: Type: AWS::Lambda::Function @@ -5258,12 +6208,12 @@ Resources: - Workflow - AnalysisImage - Name - Description: !Sub (${SolutionLowerCaseId}) analysis image state machine lambda (384MB) + Description: !Sub (${SolutionLowerCaseId}) analysis image state machine lambda (1770MB) Runtime: !FindInMap - Node - Runtime - Version - MemorySize: 384 + MemorySize: 1770 Timeout: 900 Handler: index.handler Role: !GetAtt AnalysisImageRole.Arn @@ -5278,13 +6228,14 @@ Resources: Layers: - !Ref AwsSdkLayer - !Ref CoreLibLayer + - !Ref JimpLayer TracingConfig: Mode: Active Environment: Variables: ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent - ENV_ANONYMIZED_USAGE: !Ref AnonymizedUsage + ENV_ANONYMOUS_USAGE: !Ref AnonymousUsage ENV_SOLUTION_UUID: !Ref SolutionUuid ENV_SOLUTION_ID: !Ref SolutionId ENV_RESOURCE_PREFIX: !Ref ResourcePrefix @@ -5292,9 +6243,85 @@ Resources: ENV_IOT_TOPIC: !Ref IotTopic ENV_PROXY_BUCKET: !Ref ProxyBucket ENV_ES_DOMAIN_ENDPOINT: !Ref OpenSearchDomainEndpoint + ENV_USE_OPENSEARCH_SERVERLESS: !If + - bOpenSearchServerless + - 1 + - 0 + ENV_BEDROCK_REGION: !If + - bBedrockSecondaryRegionAccess + - !Ref BedrockSecondaryRegionAccess + - "" + ENV_BEDROCK_MODEL_NAME: !Ref BedrockModelName + ENV_BEDROCK_MODEL_ID: !Ref BedrockModelId + ENV_BEDROCK_MODEL_VER: !Ref BedrockModelVersion + + AnalysisImageStateMachine: + Type: AWS::StepFunctions::StateMachine + Properties: + StateMachineName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - AnalysisImage + - Name + RoleArn: !GetAtt AnalysisStateMachineServiceRole.Arn + DefinitionString: + !Sub |- + { + "StartAt": "Start image analysis", + "States": { + "Start image analysis": { + "Type": "Task", + "Resource": "${AnalysisImageLambda.Arn}", + "Parameters": { + "operation": "start-image-analysis", + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "input.$": "$.input", + "data.$": "$.data" + }, + "Next": "Index analysis results", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 6, + "BackoffRate": 1.1 + } + ] + }, + "Index analysis results": { + "Type": "Task", + "Resource": "${AnalysisImageLambda.Arn}", + "Parameters": { + "operation": "index-analysis-results", + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "input.$": "$.input", + "data.$": "$.data" + }, + "End": true, + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 6, + "BackoffRate": 1.1 + } + ] + } + } + } - # BLIP model lambda - BlipModelLogGroup: + ################################################################################ + # Analysis Document State Machine resources + AnalysisDocumentLogGroup: Type: AWS::Logs::LogGroup Metadata: cfn_nag: @@ -5307,11 +6334,11 @@ Resources: - /aws/lambda/${ResourcePrefix}-${name} - name: !FindInMap - Workflow - - BlipModel + - AnalysisDocument - Name RetentionInDays: 7 - BlipModelRole: + AnalysisDocumentRole: Type: AWS::IAM::Role Metadata: cfn_nag: @@ -5333,7 +6360,7 @@ Resources: - arn:aws:iam::aws:policy/AWSXRayDaemonWriteAccess Policies: - - PolicyName: !Sub ${ResourcePrefix}-analysis-image + PolicyName: !Sub ${ResourcePrefix}-analysis-document PolicyDocument: Version: "2012-10-17" Statement: @@ -5344,7 +6371,16 @@ Resources: - logs:CreateLogGroup - logs:CreateLogStream - logs:PutLogEvents - Resource: !GetAtt BlipModelLogGroup.Arn + Resource: !GetAtt AnalysisDocumentLogGroup.Arn + # S3 - ingest bucket + - + Effect: Allow + Action: s3:ListBucket + Resource: !Sub arn:aws:s3:::${IngestBucket} + - + Effect: Allow + Action: s3:GetObject + Resource: !Sub arn:aws:s3:::${IngestBucket}/* # S3 - proxy bucket - Effect: Allow @@ -5352,11 +6388,58 @@ Resources: Resource: !Sub arn:aws:s3:::${ProxyBucket} - Effect: Allow - Action: s3:GetObject + Action: + - s3:GetObject + - s3:PutObject Resource: !Sub arn:aws:s3:::${ProxyBucket}/* + # DynamoDB + - + Effect: Allow + Action: + - dynamodb:Scan + - dynamodb:Query + - dynamodb:UpdateItem + - dynamodb:DeleteItem + - dynamodb:PutItem + - dynamodb:BatchGetItem + - dynamodb:BatchWriteItem + Resource: !Sub arn:aws:dynamodb:${AWS::Region}:${AWS::AccountId}:table/${ResourcePrefix}-* + # Textract + - + Effect: Allow + Action: + - textract:StartDocumentTextDetection + - textract:GetDocumentTextDetection + Resource: "*" + # OpenSearch + - + Effect: Allow + Action: + - es:ESHttpGet + - es:ESHttpHead + - es:ESHttpPost + - es:ESHttpPut + - es:ESHttpDelete + Resource: + - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${OpenSearchDomainName} + - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${OpenSearchDomainName}/* + # OpenSearch Serverless + - + Effect: Allow + Action: aoss:APIAccessAll + Resource: !Sub arn:aws:aoss:${AWS::Region}:${AWS::AccountId}:collection/${OpenSearchDomainName} + # IAM - Textract pass SNS topic role for notification + - + Effect: Allow + Action: iam:PassRole + Resource: !GetAtt BacklogTopicRole.Arn + # EventBridge - service backlog + - + Effect: Allow + Action: events:PutEvents + Resource: !GetAtt EventBridgeBus.Arn - BlipModelLambda: - Condition: bBlipImageArn + AnalysisDocumentLambda: Type: AWS::Lambda::Function Metadata: cfn_nag: @@ -5372,22 +6455,133 @@ Resources: - ${ResourcePrefix}-${name} - name: !FindInMap - Workflow - - BlipModel + - AnalysisDocument - Name - Description: !Sub (${SolutionLowerCaseId}) BLIP model lambda (5308MB) - MemorySize: 5308 + Description: !Sub (${SolutionLowerCaseId}) analysis document state machine lambda + Runtime: !FindInMap + - Node + - Runtime + - Version + MemorySize: 512 Timeout: 900 - PackageType: Image - Role: !GetAtt BlipModelRole.Arn + Handler: index.handler + Role: !GetAtt AnalysisDocumentRole.Arn Code: - ImageUri: !Ref BlipImageArn - Architectures: - - x86_64 + S3Bucket: !Ref S3Bucket + S3Key: !Sub + - ${KeyPrefix}/${package} + - package: !FindInMap + - Workflow + - AnalysisDocument + - Package + Layers: + - !Ref AwsSdkLayer + - !Ref CoreLibLayer + - !Ref BacklogLibLayer TracingConfig: Mode: Active + Environment: + Variables: + ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId + ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent + ENV_ANONYMOUS_USAGE: !Ref AnonymousUsage + ENV_SOLUTION_UUID: !Ref SolutionUuid + ENV_SOLUTION_ID: !Ref SolutionId + ENV_RESOURCE_PREFIX: !Ref ResourcePrefix + ENV_IOT_HOST: !Ref IotHost + ENV_IOT_TOPIC: !Ref IotTopic + ENV_PROXY_BUCKET: !Ref ProxyBucket + ENV_ES_DOMAIN_ENDPOINT: !Ref OpenSearchDomainEndpoint + ENV_USE_OPENSEARCH_SERVERLESS: !If + - bOpenSearchServerless + - 1 + - 0 + ## Service Backlog ## + ENV_BACKLOG_EB_BUS: !GetAtt EventBridgeBus.Name + ENV_BACKLOG_TABLE: !Ref BacklogTable + ENV_BACKLOG_TOPIC_ARN: !Ref BacklogTopic + ENV_BACKLOG_TOPIC_ROLE_ARN: !GetAtt BacklogTopicRole.Arn + ENV_ATOMICLOCK_TABLE: !Ref AtomicLockTable + ENV_BEDROCK_REGION: !If + - bBedrockSecondaryRegionAccess + - !Ref BedrockSecondaryRegionAccess + - "" + ENV_BEDROCK_MODEL_NAME: !Ref BedrockModelName + ENV_BEDROCK_MODEL_ID: !Ref BedrockModelId + ENV_BEDROCK_MODEL_VER: !Ref BedrockModelVersion + + AnalysisDocumentStateMachine: + Type: AWS::StepFunctions::StateMachine + Properties: + StateMachineName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - AnalysisDocument + - Name + RoleArn: !GetAtt AnalysisStateMachineServiceRole.Arn + DefinitionString: + !Sub |- + { + "StartAt": "Analyze document and wait", + "States": { + "Analyze document and wait": { + "Type": "Task", + "Resource": "arn:aws:states:::lambda:invoke.waitForTaskToken", + "Parameters": { + "FunctionName": "${AnalysisDocumentLambda}", + "Payload": { + "token.$": "$$.Task.Token", + "operation": "start-document-analysis", + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "input.$": "$.input", + "data.$": "$.data" + } + }, + "TimeoutSeconds": 86400, + "Next": "Collect and index analysis results", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.2 + } + ] + }, + "Collect and index analysis results": { + "Type": "Task", + "Resource": "${AnalysisDocumentLambda.Arn}", + "Parameters": { + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "operation": "collect-document-analysis-results", + "data.$": "$.data", + "stateExecution.$": "$$.Execution" + }, + "End": true, + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.2 + } + ] + } + } + } - # Placeholder if BlipImageArn not defined - BlipModelPlaceholderLogGroup: + ################################################################################ + # Analysis Post Processing State Machine resources + AnalysisPostProcessLogGroup: Type: AWS::Logs::LogGroup Metadata: cfn_nag: @@ -5397,193 +6591,15 @@ Resources: reason: Use default encryption. Disable additional KMS encryption requirement. https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/encrypt-log-data-kms.html Properties: LogGroupName: !Sub - - /aws/lambda/${ResourcePrefix}-${name}-placeholder + - /aws/lambda/${ResourcePrefix}-${name} - name: !FindInMap - Workflow - - BlipModel + - AnalysisPostProcess - Name RetentionInDays: 7 - BlipModelPlaceholderLambda: - Type: AWS::Lambda::Function - Metadata: - cfn_nag: - rules_to_suppress: - - - id: W89 - reason: Workflow not using VPC - - - id: W92 - reason: Workflow not limiting simultaneous executions - Properties: - FunctionName: !Sub - - ${ResourcePrefix}-${name}-placeholder - - name: !FindInMap - - Workflow - - BlipModel - - Name - Description: !Sub (${SolutionLowerCaseId}) BLIP model (placeholder) lambda (128MB) - Runtime: !FindInMap - - Node - - Runtime - - Version - MemorySize: 128 - Timeout: 3 - Handler: index.handler - Role: !GetAtt BlipModelRole.Arn - Code: - ZipFile: | - exports.handler = async (event, context) => { - return { - caption: undefined, - }; - }; - - # Allow AnalysisStateMachine to run Blip model - BlipModelAnalysisPolicy: - Type: AWS::IAM::Policy - Properties: - Roles: - - !Ref AnalysisStateMachineServiceRole - PolicyName: AllowAnalysisStateMachineInvokeBlipModel - PolicyDocument: - Version: "2012-10-17" - Statement: - - - Effect: Allow - Action: lambda:InvokeFunction - Resource: !If - - bBlipImageArn - - !GetAtt BlipModelLambda.Arn - - !GetAtt BlipModelPlaceholderLambda.Arn - - AnalysisImageStateMachine: - Type: AWS::StepFunctions::StateMachine - Properties: - StateMachineName: !Sub - - ${ResourcePrefix}-${name} - - name: !FindInMap - - Workflow - - AnalysisImage - - Name - RoleArn: !GetAtt AnalysisStateMachineServiceRole.Arn - DefinitionString: - !Sub - - |- - { - "StartAt": "Run parallel states", - "States": { - "Run parallel states": { - "Type": "Parallel", - "Branches": [ - { - "StartAt": "Start image analysis", - "States": { - "Start image analysis": { - "Type": "Task", - "Resource": "${AnalysisImageLambda.Arn}", - "Parameters": { - "operation": "start-image-analysis", - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress": 0, - "input.$": "$.input", - "data.$": "$.data" - }, - "End": true, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 6, - "BackoffRate": 1.1 - } - ] - } - } - }, - { - "StartAt": "Run BLIP model", - "States": { - "Run BLIP model": { - "Type": "Task", - "Resource": "${blipLambda}", - "Parameters": { - "bucket.$": "$.input.destination.bucket", - "key.$": "$.input.image.key" - }, - "ResultPath": "$.data.image", - "End": true, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] - } - } - } - ], - "Next": "Index analysis results" - }, - "Index analysis results": { - "Type": "Task", - "Resource": "${AnalysisImageLambda.Arn}", - "Parameters": { - "operation": "index-analysis-results", - "parallelStateOutputs.$": "$", - "stateExecution.$": "$$.Execution" - }, - "End": true, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 6, - "BackoffRate": 1.1 - } - ] - } - } - } - - - { - blipLambda: !If [ - bBlipImageArn, - !GetAtt BlipModelLambda.Arn, - !GetAtt BlipModelPlaceholderLambda.Arn - ] - } - - ################################################################################ - # Analysis Document State Machine resources - AnalysisDocumentLogGroup: - Type: AWS::Logs::LogGroup - Metadata: - cfn_nag: - rules_to_suppress: - - - id: W84 - reason: Use default encryption. Disable additional KMS encryption requirement. https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/encrypt-log-data-kms.html - Properties: - LogGroupName: !Sub - - /aws/lambda/${ResourcePrefix}-${name} - - name: !FindInMap - - Workflow - - AnalysisDocument - - Name - RetentionInDays: 7 - - AnalysisDocumentRole: - Type: AWS::IAM::Role + AnalysisPostProcessRole: + Type: AWS::IAM::Role Metadata: cfn_nag: rules_to_suppress: @@ -5604,7 +6620,7 @@ Resources: - arn:aws:iam::aws:policy/AWSXRayDaemonWriteAccess Policies: - - PolicyName: !Sub ${ResourcePrefix}-analysis-document + PolicyName: !Sub ${ResourcePrefix}-analysis-postproc PolicyDocument: Version: "2012-10-17" Statement: @@ -5615,7 +6631,7 @@ Resources: - logs:CreateLogGroup - logs:CreateLogStream - logs:PutLogEvents - Resource: !GetAtt AnalysisDocumentLogGroup.Arn + Resource: !GetAtt AnalysisPostProcessLogGroup.Arn # S3 - proxy bucket - Effect: Allow @@ -5630,31 +6646,10 @@ Resources: # DynamoDB - Effect: Allow - Action: - - dynamodb:Scan - - dynamodb:Query - - dynamodb:UpdateItem - - dynamodb:DeleteItem + Action: dynamodb:Query Resource: !Sub arn:aws:dynamodb:${AWS::Region}:${AWS::AccountId}:table/${ResourcePrefix}-* - # Textract - - - Effect: Allow - Action: textract:AnalyzeDocument - Resource: "*" - # OpenSearch - - - Effect: Allow - Action: - - es:ESHttpGet - - es:ESHttpHead - - es:ESHttpPost - - es:ESHttpPut - - es:ESHttpDelete - Resource: - - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${OpenSearchDomainName} - - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${OpenSearchDomainName}/* - AnalysisDocumentLambda: + AnalysisPostProcessLambda: Type: AWS::Lambda::Function Metadata: cfn_nag: @@ -5670,123 +6665,147 @@ Resources: - ${ResourcePrefix}-${name} - name: !FindInMap - Workflow - - AnalysisDocument + - AnalysisPostProcess - Name - Description: !Sub (${SolutionLowerCaseId}) analysis document state machine lambda (384MB) + Description: !Sub (${SolutionLowerCaseId}) analysis post process state machine lambda Runtime: !FindInMap - Node - Runtime - Version - MemorySize: 384 + MemorySize: 1739 Timeout: 900 Handler: index.handler - Role: !GetAtt AnalysisDocumentRole.Arn + Role: !GetAtt AnalysisPostProcessRole.Arn Code: S3Bucket: !Ref S3Bucket S3Key: !Sub - ${KeyPrefix}/${package} - package: !FindInMap - Workflow - - AnalysisDocument + - AnalysisPostProcess - Package Layers: - !Ref AwsSdkLayer - !Ref CoreLibLayer + - !Ref JimpLayer + - !Ref TokenizerLayer TracingConfig: Mode: Active Environment: Variables: ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent - ENV_ANONYMIZED_USAGE: !Ref AnonymizedUsage + ENV_ANONYMOUS_USAGE: !Ref AnonymousUsage ENV_SOLUTION_UUID: !Ref SolutionUuid ENV_SOLUTION_ID: !Ref SolutionId ENV_RESOURCE_PREFIX: !Ref ResourcePrefix - ENV_IOT_HOST: !Ref IotHost - ENV_IOT_TOPIC: !Ref IotTopic ENV_PROXY_BUCKET: !Ref ProxyBucket - ENV_ES_DOMAIN_ENDPOINT: !Ref OpenSearchDomainEndpoint + ENV_BEDROCK_REGION: !If + - bBedrockSecondaryRegionAccess + - !Ref BedrockSecondaryRegionAccess + - "" + ENV_BEDROCK_MODEL_NAME: !Ref BedrockModelName + ENV_BEDROCK_MODEL_ID: !Ref BedrockModelId + ENV_BEDROCK_MODEL_VER: !Ref BedrockModelVersion - AnalysisDocumentStateMachine: + AnalysisPostProcessStateMachine: Type: AWS::StepFunctions::StateMachine Properties: StateMachineName: !Sub - ${ResourcePrefix}-${name} - name: !FindInMap - Workflow - - AnalysisDocument + - AnalysisPostProcess - Name RoleArn: !GetAtt AnalysisStateMachineServiceRole.Arn DefinitionString: - !Sub - - |- - { - "StartAt": "Analyze document", - "States": { - "Analyze document": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "start-document-analysis", - "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", - "input.$": "$.input", - "data.$": "$.data", - "stateExecution.$": "$$.Execution" - }, - "Next": "More pages?", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 4, - "BackoffRate": 1.2 - } - ] + !Sub |- + { + "Comment": "Analysis post processing state machine. Run analysis that requires a combination of the generated metadata.", + "StartAt": "Is video?", + "States": { + "Is video?": { + "Type": "Choice", + "Choices": [ + { + "Or": [ + { + "Variable": "$.input.video", + "IsPresent": false + }, + { + "Variable": "$.input.video.enabled", + "IsPresent": false + }, + { + "Variable": "$.input.video.enabled", + "BooleanEquals": false + } + ], + "Next": "Skip analysis post process" + } + ], + "Default": "Scene enhancement with transcribe" + }, + "Scene enhancement with transcribe": { + "Type": "Task", + "Resource": "${AnalysisPostProcessLambda.Arn}", + "Parameters": { + "operation": "StateSceneEnhancement", + "stateExecution.$": "$$.Execution" }, - "More pages?": { - "Type": "Choice", - "Choices": [ - { - "Variable": "$.status", - "StringEquals": "COMPLETED", - "Next": "Index analysis results" - } - ], - "Default": "Analyze document" + "Next": "Create scene taxonomy data" + }, + "Create scene taxonomy data": { + "Type": "Task", + "Resource": "${AnalysisPostProcessLambda.Arn}", + "Parameters": { + "operation": "StateCreateSceneTaxonomy", + "uuid.$": "$.uuid", + "status.$": "$.status", + "input.$": "$.input", + "data.$": "$.data" }, - "Index analysis results": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "index-analysis-results", - "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", - "input.$": "$.input", - "data.$": "$.data" + "Next": "More scene taxonomy?" + }, + "More scene taxonomy?": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.status", + "StringEquals": "COMPLETED", + "Next": "Ad break detection" }, - "End": true, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 4, - "BackoffRate": 1.2 - } - ] - } + { + "Variable": "$.status", + "StringEquals": "WAIT_RETRY", + "Next": "Wait X seconds" + } + ], + "Default": "Create scene taxonomy data" + }, + "Wait X seconds": { + "Type": "Wait", + "SecondsPath": "$.data.video.rekognition.scene.waitInSeconds", + "Next": "Create scene taxonomy data" + }, + "Ad break detection": { + "Type": "Task", + "Resource": "${AnalysisPostProcessLambda.Arn}", + "Parameters": { + "operation": "StateAdBreakDetection", + "uuid.$": "$.uuid", + "status.$": "$.status", + "input.$": "$.input", + "data.$": "$.data" + }, + "End": true + }, + "Skip analysis post process": { + "Type": "Succeed" } } - - - { - x0: !GetAtt AnalysisDocumentLambda.Arn - } + } ################################################################################ # Analysis Main State Machine resources @@ -5859,18 +6878,6 @@ Resources: - dynamodb:UpdateItem - dynamodb:DeleteItem Resource: !Sub arn:aws:dynamodb:${AWS::Region}:${AWS::AccountId}:table/${ResourcePrefix}-* - # OpenSearch - - - Effect: Allow - Action: - - es:ESHttpGet - - es:ESHttpHead - - es:ESHttpPost - - es:ESHttpPut - - es:ESHttpDelete - Resource: - - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${OpenSearchDomainName} - - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${OpenSearchDomainName}/* # IoT - Effect: Allow @@ -5902,6 +6909,23 @@ Resources: - transcribe:GetVocabulary - transcribe:DescribeLanguageModel Resource: "*" + # OpenSearch + - + Effect: Allow + Action: + - es:ESHttpGet + - es:ESHttpHead + - es:ESHttpPost + - es:ESHttpPut + - es:ESHttpDelete + Resource: + - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${OpenSearchDomainName} + - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${OpenSearchDomainName}/* + # OpenSearch Serverless + - + Effect: Allow + Action: aoss:APIAccessAll + Resource: !Sub arn:aws:aoss:${AWS::Region}:${AWS::AccountId}:collection/${OpenSearchDomainName} AnalysisMainLambda: Type: AWS::Lambda::Function @@ -5921,12 +6945,12 @@ Resources: - Workflow - AnalysisMain - Name - Description: !Sub (${SolutionLowerCaseId}) analysis main state machine lambda (128MB) + Description: !Sub (${SolutionLowerCaseId}) analysis main state machine lambda (256MB) Runtime: !FindInMap - Node - Runtime - Version - MemorySize: 128 + MemorySize: 256 Timeout: 900 Handler: index.handler Role: !GetAtt AnalysisMainRole.Arn @@ -5947,7 +6971,7 @@ Resources: Variables: ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent - ENV_ANONYMIZED_USAGE: !Ref AnonymizedUsage + ENV_ANONYMOUS_USAGE: !Ref AnonymousUsage ENV_SOLUTION_UUID: !Ref SolutionUuid ENV_SOLUTION_ID: !Ref SolutionId ENV_RESOURCE_PREFIX: !Ref ResourcePrefix @@ -5955,6 +6979,10 @@ Resources: ENV_IOT_TOPIC: !Ref IotTopic ENV_PROXY_BUCKET: !Ref ProxyBucket ENV_ES_DOMAIN_ENDPOINT: !Ref OpenSearchDomainEndpoint + ENV_USE_OPENSEARCH_SERVERLESS: !If + - bOpenSearchServerless + - 1 + - 0 ENV_SNS_TOPIC_ARN: !Ref SNSTopic ## Default AI/ML options ## ENV_DEFAULT_AI_OPTIONS: !Ref DefaultAIOptions @@ -5972,226 +7000,273 @@ Resources: - Name RoleArn: !GetAtt AnalysisStateMachineServiceRole.Arn DefinitionString: - !Sub - - |- - { - "StartAt": "Prepare analysis", - "States": { - "Prepare analysis": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "prepare-analysis", - "executionArn.$": "$$.Execution.Id", - "status": "NOT_STARTED", - "progress": 0, - "input.$": "$.input" - }, - "Next": "Run parallel states", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.2 - } - ] + !Sub |- + { + "StartAt": "Prepare analysis", + "States": { + "Prepare analysis": { + "Type": "Task", + "Resource": "${AnalysisMainLambda.Arn}", + "Parameters": { + "operation": "prepare-analysis", + "executionArn.$": "$$.Execution.Id", + "status": "NOT_STARTED", + "progress": 0, + "input.$": "$.input" }, - "Run parallel states": { - "Type": "Parallel", - "Branches": [ - { - "StartAt": "Video analysis enabled?", - "States": { - "Video analysis enabled?": { - "Type": "Choice", - "Choices": [ - { - "Variable": "$.input.video.enabled", - "BooleanEquals": false, - "Next": "Skip video analysis" - } - ], - "Default": "Start video analysis and wait" - }, - "Start video analysis and wait": { - "Type": "Task", - "Resource": "arn:aws:states:::states:startExecution.sync", - "Parameters": { - "Input": { - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress": 0, - "input.$": "$.input", - "data.$": "$.data" - }, - "StateMachineArn": "${AnalysisVideoStateMachine}" + "Next": "Run parallel states", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.2 + } + ] + }, + "Run parallel states": { + "Type": "Parallel", + "Branches": [ + { + "StartAt": "Video analysis enabled?", + "States": { + "Video analysis enabled?": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.input.video.enabled", + "BooleanEquals": false, + "Next": "Skip video analysis" + } + ], + "Default": "Start video analysis and wait" + }, + "Start video analysis and wait": { + "Type": "Task", + "Resource": "arn:aws:states:::states:startExecution.sync:2", + "Parameters": { + "Input": { + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "input.$": "$.input", + "data.$": "$.data" }, - "End": true + "StateMachineArn": "${AnalysisVideoStateMachine}" }, - "Skip video analysis": { - "Type": "Succeed" - } + "End": true + }, + "Skip video analysis": { + "Type": "Succeed" } - }, - { - "StartAt": "Audio analysis enabled?", - "States": { - "Audio analysis enabled?": { - "Type": "Choice", - "Choices": [ - { - "Variable": "$.input.audio.enabled", - "BooleanEquals": false, - "Next": "Skip audio analysis" - } - ], - "Default": "Start audio analysis and wait" - }, - "Start audio analysis and wait": { - "Type": "Task", - "Resource": "arn:aws:states:::states:startExecution.sync", - "Parameters": { - "Input": { - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress": 0, - "input.$": "$.input", - "data.$": "$.data" - }, - "StateMachineArn": "${AnalysisAudioStateMachine}" + } + }, + { + "StartAt": "Audio analysis enabled?", + "States": { + "Audio analysis enabled?": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.input.audio.enabled", + "BooleanEquals": false, + "Next": "Skip audio analysis" + } + ], + "Default": "Start audio analysis and wait" + }, + "Start audio analysis and wait": { + "Type": "Task", + "Resource": "arn:aws:states:::states:startExecution.sync:2", + "Parameters": { + "Input": { + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "input.$": "$.input", + "data.$": "$.data" }, - "End": true + "StateMachineArn": "${AnalysisAudioStateMachine}" }, - "Skip audio analysis": { - "Type": "Succeed" - } + "End": true + }, + "Skip audio analysis": { + "Type": "Succeed" } - }, - { - "StartAt": "Image analysis enabled?", - "States": { - "Image analysis enabled?": { - "Type": "Choice", - "Choices": [ - { - "Variable": "$.input.image.enabled", - "BooleanEquals": false, - "Next": "Skip image analysis" - } - ], - "Default": "Start image analysis and wait" - }, - "Start image analysis and wait": { - "Type": "Task", - "Resource": "arn:aws:states:::states:startExecution.sync", - "Parameters": { - "Input": { - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress": 0, - "input.$": "$.input", - "data.$": "$.data" - }, - "StateMachineArn": "${AnalysisImageStateMachine}" + } + }, + { + "StartAt": "Image analysis enabled?", + "States": { + "Image analysis enabled?": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.input.image.enabled", + "BooleanEquals": false, + "Next": "Skip image analysis" + } + ], + "Default": "Start image analysis and wait" + }, + "Start image analysis and wait": { + "Type": "Task", + "Resource": "arn:aws:states:::states:startExecution.sync:2", + "Parameters": { + "Input": { + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "input.$": "$.input", + "data.$": "$.data" }, - "End": true + "StateMachineArn": "${AnalysisImageStateMachine}" }, - "Skip image analysis": { - "Type": "Succeed" - } + "End": true + }, + "Skip image analysis": { + "Type": "Succeed" } - }, - { - "StartAt": "Document analysis enabled?", - "States": { - "Document analysis enabled?": { - "Type": "Choice", - "Choices": [ - { - "Variable": "$.input.document.enabled", - "BooleanEquals": false, - "Next": "Skip document analysis" - } - ], - "Default": "Start document analysis and wait" - }, - "Start document analysis and wait": { - "Type": "Task", - "Resource": "arn:aws:states:::states:startExecution.sync", - "Parameters": { - "Input": { - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress": 0, - "input.$": "$.input", - "data.$": "$.data" - }, - "StateMachineArn": "${AnalysisDocumentStateMachine}" + } + }, + { + "StartAt": "Document analysis enabled?", + "States": { + "Document analysis enabled?": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.input.document.enabled", + "BooleanEquals": false, + "Next": "Skip document analysis" + } + ], + "Default": "Start document analysis and wait" + }, + "Start document analysis and wait": { + "Type": "Task", + "Resource": "arn:aws:states:::states:startExecution.sync:2", + "Parameters": { + "Input": { + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "input.$": "$.input", + "data.$": "$.data" }, - "End": true + "StateMachineArn": "${AnalysisDocumentStateMachine}" }, - "Skip document analysis": { - "Type": "Succeed" - } + "End": true + }, + "Skip document analysis": { + "Type": "Succeed" } } - ], - "Next": "Collect analysis results" - }, - "Collect analysis results": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "collect-analysis-results", - "status": "NOT_STARTED", - "progress": 0, - "parallelStateOutputs.$": "$" - }, - "Next": "Analysis completed", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.2 - } - ] + } + ], + "Next": "Collect analysis results" + }, + "Collect analysis results": { + "Type": "Task", + "Resource": "${AnalysisMainLambda.Arn}", + "Parameters": { + "operation": "collect-analysis-results", + "status": "NOT_STARTED", + "progress": 0, + "parallelStateOutputs.$": "$" }, - "Analysis completed": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "job-completed", + "Next": "Run analysis post process and wait", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.2 + } + ] + }, + "Run analysis post process and wait": { + "Type": "Task", + "Resource": "arn:aws:states:::states:startExecution.sync:2", + "Parameters": { + "StateMachineArn": "${AnalysisPostProcessStateMachine.Arn}", + "Input": { "uuid.$": "$.uuid", "status": "NOT_STARTED", "progress": 0, "input.$": "$.input", "data.$": "$.data" - }, - "End": true - } + } + }, + "OutputPath": "$.Output", + "Next": "Analysis completed" + }, + "Analysis completed": { + "Type": "Task", + "Resource": "${AnalysisMainLambda.Arn}", + "Parameters": { + "operation": "job-completed", + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "input.$": "$.input", + "data.$": "$.data" + }, + "End": true } } + } + + ################################################################################ + # + # Amazon Bedrock (Anthropic Claude) Policy + # * Attach to audio, video, image, document, and post process Roles + # + ################################################################################ + BedrockAnthropicClaudePolicy: + Condition: bBedrockSecondaryRegionAccess + Type: AWS::IAM::Policy + Metadata: + cfn_nag: + rules_to_suppress: - - { - x0: !GetAtt AnalysisMainLambda.Arn - } + id: W12 + reason: wildcard character required for bedrock:ListFoundationModels, https://docs.aws.amazon.com/service-authorization/latest/reference/list_amazonbedrock.html + Properties: + Roles: + - !Ref AnalysisVideoRole + - !Ref AnalysisAudioRole + - !Ref AnalysisImageRole + - !Ref AnalysisDocumentRole + - !Ref AnalysisPostProcessRole + PolicyName: BedrockAnthropicClaudePolicy + PolicyDocument: + Version: "2012-10-17" + Statement: + # Bedrock + - + Effect: Allow + Action: bedrock:ListFoundationModels + Resource: "*" + # Bedrock models: Anthropic Claude 3 models + - + Effect: Allow + Action: bedrock:InvokeModel + Resource: !Sub arn:aws:bedrock:${BedrockSecondaryRegionAccess}::foundation-model/${BedrockModelId} ################################################################################ # - # Analysis Automation - # * Analysis status updater - # * Backlog Status Change Event (Analysis) includes - # Amazon Rekognition, Amazon Transcribe, - # Amazon Comprehend, & Custom Labels state machine + # Open Source ML Model(s) on AWS Lambda + # * Image embedding model (ZeroShotClassification) + # * Search frame similarity (Faiss Vector store) # ################################################################################ - AnalysisStatusUpdaterLogGroup: + # Run image embeddings model + RunImageEmbeddingsLogGroup: Type: AWS::Logs::LogGroup Metadata: cfn_nag: @@ -6204,11 +7279,11 @@ Resources: - /aws/lambda/${ResourcePrefix}-${name} - name: !FindInMap - Workflow - - AnalysisStatusUpdater + - RunImageEmbeddings - Name RetentionInDays: 7 - AnalysisStatusUpdaterRole: + RunImageEmbeddingsRole: Type: AWS::IAM::Role Metadata: cfn_nag: @@ -6230,7 +7305,7 @@ Resources: - arn:aws:iam::aws:policy/AWSXRayDaemonWriteAccess Policies: - - PolicyName: !Sub ${ResourcePrefix}-analysis-status-updater + PolicyName: ProxyBucketAccess PolicyDocument: Version: "2012-10-17" Statement: @@ -6241,21 +7316,225 @@ Resources: - logs:CreateLogGroup - logs:CreateLogStream - logs:PutLogEvents - Resource: !GetAtt AnalysisStatusUpdaterLogGroup.Arn - # Step Functions - send task results on MediaConvert Job Status Change Event + Resource: !GetAtt RunImageEmbeddingsLogGroup.Arn + # S3 - proxy bucket - Effect: Allow - Action: - - states:SendTaskSuccess - - states:SendTaskFailure - Resource: - - !Ref AnalysisVideoStateMachine - - !Ref AnalysisAudioStateMachine - # DynamoDB - get token from ServiceToken / delete items from AIML table on REMOVE event + Action: s3:ListBucket + Resource: !Sub arn:aws:s3:::${ProxyBucket} - Effect: Allow Action: - - dynamodb:Scan + - s3:GetObject + - s3:PutObject + Resource: !Sub arn:aws:s3:::${ProxyBucket}/* + + RunImageEmbeddingsLambda: + Type: AWS::Lambda::Function + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W89 + reason: Workflow not using VPC + - + id: W92 + reason: Workflow not limiting simultaneous executions + Properties: + FunctionName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - RunImageEmbeddings + - Name + Description: !Sub (${SolutionLowerCaseId}) run image embeddings lambda + MemorySize: 9216 + Timeout: 900 + PackageType: Image + Role: !GetAtt RunImageEmbeddingsRole.Arn + Code: + ImageUri: !Ref ZeroshotClassifierImageUri + Architectures: + - x86_64 + TracingConfig: + Mode: Active + + # Search frame simliarity model + SearchFrameSimilarityLogGroup: + Type: AWS::Logs::LogGroup + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W84 + reason: Use default encryption. Disable additional KMS encryption requirement. https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/encrypt-log-data-kms.html + Properties: + LogGroupName: !Sub + - /aws/lambda/${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - SearchFrameSimilarity + - Name + RetentionInDays: 7 + + SearchFrameSimilarityRole: + Type: AWS::IAM::Role + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W11 + reason: Wildcard character is prefixed and scoped with the ResourcePrefix + Properties: + AssumeRolePolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: sts:AssumeRole + Principal: + Service: lambda.amazonaws.com + Path: !Sub /${ResourcePrefix}/ + ManagedPolicyArns: + - arn:aws:iam::aws:policy/AWSXRayDaemonWriteAccess + Policies: + - + PolicyName: ProxyBucketAccess + PolicyDocument: + Version: "2012-10-17" + Statement: + # CloudWatch Logs + - + Effect: Allow + Action: + - logs:CreateLogGroup + - logs:CreateLogStream + - logs:PutLogEvents + Resource: !GetAtt SearchFrameSimilarityLogGroup.Arn + # S3 - proxy bucket + - + Effect: Allow + Action: s3:ListBucket + Resource: !Sub arn:aws:s3:::${ProxyBucket} + - + Effect: Allow + Action: + - s3:GetObject + - s3:PutObject + Resource: !Sub arn:aws:s3:::${ProxyBucket}/* + + SearchFrameSimilarityLambda: + Type: AWS::Lambda::Function + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W89 + reason: Workflow not using VPC + - + id: W92 + reason: Workflow not limiting simultaneous executions + Properties: + FunctionName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - SearchFrameSimilarity + - Name + Description: !Sub (${SolutionLowerCaseId}) search frame similarity lambda + MemorySize: 4096 + Timeout: 900 + PackageType: Image + Role: !GetAtt SearchFrameSimilarityRole.Arn + Code: + ImageUri: !Ref FaissImageUri + Architectures: + - x86_64 + TracingConfig: + Mode: Active + + ################################################################################ + # + # Analysis Automation + # * Analysis status updater + # * Backlog Status Change Event (Analysis) includes + # Amazon Rekognition, Amazon Transcribe, + # Amazon Comprehend, & Custom Labels state machine + # + ################################################################################ + AnalysisStatusUpdaterLogGroup: + Type: AWS::Logs::LogGroup + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W84 + reason: Use default encryption. Disable additional KMS encryption requirement. https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/encrypt-log-data-kms.html + Properties: + LogGroupName: !Sub + - /aws/lambda/${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - AnalysisStatusUpdater + - Name + RetentionInDays: 7 + + AnalysisStatusUpdaterRole: + Type: AWS::IAM::Role + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W11 + reason: Wildcard character is prefixed and scoped with the ResourcePrefix + - + id: W76 + reason: Suppress SPCM warning to have fine grained permission + Properties: + AssumeRolePolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: sts:AssumeRole + Principal: + Service: lambda.amazonaws.com + Path: !Sub /${ResourcePrefix}/ + ManagedPolicyArns: + - arn:aws:iam::aws:policy/AWSXRayDaemonWriteAccess + Policies: + - + PolicyName: !Sub ${ResourcePrefix}-analysis-status-updater + PolicyDocument: + Version: "2012-10-17" + Statement: + # CloudWatch Logs + - + Effect: Allow + Action: + - logs:CreateLogGroup + - logs:CreateLogStream + - logs:PutLogEvents + Resource: !GetAtt AnalysisStatusUpdaterLogGroup.Arn + # Step Functions - send task results on MediaConvert Job Status Change Event + - + Effect: Allow + Action: + - states:SendTaskSuccess + - states:SendTaskFailure + Resource: + - !Ref AnalysisVideoStateMachine + - !Ref AnalysisAudioStateMachine + - !Ref AnalysisDocumentStateMachine + - !Ref VideoBasedDetectionStateMachine + - !Ref DynamicFrameSegmentationStateMachine + - !Ref FrameBasedDetectionStateMachine + - !Ref CustomModelDetectionStateMachine + # DynamoDB - get token from ServiceToken / delete items from AIML table on REMOVE event + - + Effect: Allow + Action: + - dynamodb:Scan - dynamodb:Query - dynamodb:UpdateItem - dynamodb:DeleteItem @@ -6315,7 +7594,7 @@ Resources: Variables: ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent - ENV_ANONYMIZED_USAGE: !Ref AnonymizedUsage + ENV_ANONYMOUS_USAGE: !Ref AnonymousUsage ENV_SOLUTION_UUID: !Ref SolutionUuid ENV_SOLUTION_ID: !Ref SolutionId ENV_RESOURCE_PREFIX: !Ref ResourcePrefix @@ -6367,6 +7646,9 @@ Resources: - rekognition:startpersontracking - rekognition:startsegmentdetection - rekognition:starttextdetection + # Textract APIs supported by backlog management + - textract:startdocumentanalysis + - textract:startdocumenttextdetection # Transcribe APIs supported by backlog management - transcribe:startmedicaltranscriptionjob - transcribe:starttranscriptionjob @@ -6451,44 +7733,38 @@ Resources: - Name RoleArn: !GetAtt MainStateMachineServiceRole.Arn DefinitionString: - !Sub - - |- - { - "Comment": "main state machine to run ingest and anlysis sub state machines", - "StartAt": "Start ingest state machine", - "States": { - "Start ingest state machine": { - "Type": "Task", - "Resource": "arn:aws:states:::states:startExecution.sync", - "Parameters": { - "Input": { - "input.$": "$.input" - }, - "StateMachineArn": "${IngestStateMachine}" - }, - "ResultSelector": { - "ingestOutput.$": "States.StringToJson($.Input)" + !Sub |- + { + "Comment": "main state machine to run ingest and anlysis sub state machines", + "StartAt": "Start ingest state machine", + "States": { + "Start ingest state machine": { + "Type": "Task", + "Resource": "arn:aws:states:::states:startExecution.sync:2", + "Parameters": { + "Input": { + "input.$": "$.input" }, - "Next": "Start analysis state machine" + "StateMachineArn": "${IngestMainStateMachine}" }, - "Start analysis state machine": { - "Type": "Task", - "Resource": "arn:aws:states:::states:startExecution.sync", - "Parameters": { - "Input": { - "input.$": "$.ingestOutput.input" - }, - "StateMachineArn": "${AnalysisStateMachine}" + "ResultSelector": { + "ingestOutput.$": "$.Input" + }, + "Next": "Start analysis state machine" + }, + "Start analysis state machine": { + "Type": "Task", + "Resource": "arn:aws:states:::states:startExecution.sync:2", + "Parameters": { + "Input": { + "input.$": "$.ingestOutput.input" }, - "End": true - } + "StateMachineArn": "${AnalysisMainStateMachine}" + }, + "End": true } } - - - { - IngestStateMachine: !Ref IngestMainStateMachine, - AnalysisStateMachine: !Ref AnalysisMainStateMachine - } + } ################################################################################ # @@ -6620,7 +7896,7 @@ Resources: Variables: ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent - ENV_ANONYMIZED_USAGE: !Ref AnonymizedUsage + ENV_ANONYMOUS_USAGE: !Ref AnonymousUsage ENV_SOLUTION_UUID: !Ref SolutionUuid ENV_SOLUTION_ID: !Ref SolutionId ENV_RESOURCE_PREFIX: !Ref ResourcePrefix @@ -6635,6 +7911,7 @@ Resources: Properties: Name: !Sub ${ResourcePrefix}-StateMachineStatusChange Description: !Sub (${SolutionLowerCaseId}) State Machine Status Change Event + EventBusName: !Ref UnifiedStateMachineStatusBusName EventPattern: source: - aws.states @@ -6772,7 +8049,7 @@ Resources: Variables: ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent - ENV_ANONYMIZED_USAGE: !Ref AnonymizedUsage + ENV_ANONYMOUS_USAGE: !Ref AnonymousUsage ENV_SOLUTION_UUID: !Ref SolutionUuid ENV_SOLUTION_ID: !Ref SolutionId ENV_RESOURCE_PREFIX: !Ref ResourcePrefix @@ -6846,6 +8123,712 @@ Resources: EventBridgeConfiguration: EventBridgeEnabled: !Ref AWS::NoValue + ################################################################################ + # + # OpenSearch Serverless Access policy + # + ################################################################################ + OSSBackendAccessPolicy: + Condition: bOpenSearchServerless + Type: AWS::OpenSearchServerless::AccessPolicy + Properties: + Type: data + # Length: 32 characters, Pattern: ^[a-z][a-z0-9-]+$ + Name: !Sub ${ResourcePrefix}-backend + Description: Backend Access policy + # Note: Principal cannot use asterisk + Policy: !Sub >- + [ + { + "Rules": [ + { + "ResourceType": "collection", + "Resource": [ + "collection/${OpenSearchCollection}" + ], + "Permission": [ + "aoss:DescribeCollectionItems" + ] + }, + { + "ResourceType": "index", + "Resource": [ + "index/${OpenSearchCollection}/*" + ], + "Permission": [ + "aoss:CreateIndex", + "aoss:DescribeIndex", + "aoss:UpdateIndex", + "aoss:ReadDocument", + "aoss:WriteDocument" + ] + } + ], + "Principal": [ + "${IngestMainRole.Arn}", + "${IngestStatusUpdaterRole.Arn}", + "${AnalysisMainRole.Arn}", + "${AnalysisVideoRole.Arn}", + "${AnalysisAudioRole.Arn}", + "${AnalysisImageRole.Arn}", + "${AnalysisDocumentRole.Arn}", + "${AssetRemovalRole.Arn}", + "${UpdateFaceIndexerRole.Arn}" + ] + } + ] + + ################################################################################ + # + # Asset Removal state machine - handle delete asset request + # * Clean up metadata and proxies + # * Clean up analysis table + # * Update OpenSearch engine + # + ################################################################################ + AssetRemovalLogGroup: + Type: AWS::Logs::LogGroup + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W84 + reason: Use default encryption. Disable additional KMS encryption requirement. https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/encrypt-log-data-kms.html + Properties: + LogGroupName: !Sub + - /aws/lambda/${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - AssetRemoval + - Name + RetentionInDays: 7 + + AssetRemovalRole: + Type: AWS::IAM::Role + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W11 + reason: Wildcard character is prefixed and scoped with the ResourcePrefix + Properties: + AssumeRolePolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: sts:AssumeRole + Principal: + Service: lambda.amazonaws.com + Path: !Sub /${ResourcePrefix}/ + ManagedPolicyArns: + - arn:aws:iam::aws:policy/AWSXRayDaemonWriteAccess + Policies: + - + PolicyName: !Sub ${ResourcePrefix}-AssetRemoval + PolicyDocument: + Version: "2012-10-17" + Statement: + # CloudWatch Logs + - + Effect: Allow + Action: + - logs:CreateLogGroup + - logs:CreateLogStream + - logs:PutLogEvents + Resource: !GetAtt AssetRemovalLogGroup.Arn + # S3 - proxy bucket + - + Effect: Allow + Action: s3:ListBucket + Resource: !Sub arn:aws:s3:::${ProxyBucket} + - + Effect: Allow + Action: + - s3:GetObject + - s3:DeleteObject + Resource: !Sub arn:aws:s3:::${ProxyBucket}/* + # DynamoDB + - + Effect: Allow + Action: + - dynamodb:Scan + - dynamodb:Query + - dynamodb:UpdateItem + - dynamodb:DeleteItem + Resource: !Sub arn:aws:dynamodb:${AWS::Region}:${AWS::AccountId}:table/${ResourcePrefix}-* + # OpenSearch - allow delete document on REMOVE event + - + Effect: Allow + Action: + - es:ESHttpGet + - es:ESHttpHead + - es:ESHttpPost + - es:ESHttpPut + - es:ESHttpDelete + Resource: + - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${OpenSearchDomainName} + - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${OpenSearchDomainName}/* + # OpenSearch Serverless + - + Effect: Allow + Action: aoss:APIAccessAll + Resource: !Sub arn:aws:aoss:${AWS::Region}:${AWS::AccountId}:collection/${OpenSearchDomainName} + + AssetRemovalLambda: + Type: AWS::Lambda::Function + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W89 + reason: Workflow not using VPC + - + id: W92 + reason: Workflow not limiting simultaneous executions + Properties: + FunctionName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - AssetRemoval + - Name + Description: !Sub (${SolutionLowerCaseId}) asset removal state machine lambda + Runtime: !FindInMap + - Node + - Runtime + - Version + MemorySize: 256 + Timeout: 900 + Handler: index.handler + Role: !GetAtt AssetRemovalRole.Arn + Code: + S3Bucket: !Ref S3Bucket + S3Key: !Sub + - ${KeyPrefix}/${package} + - package: !FindInMap + - Workflow + - AssetRemoval + - Package + Layers: + - !Ref AwsSdkLayer + - !Ref CoreLibLayer + TracingConfig: + Mode: Active + Environment: + Variables: + ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId + ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent + ENV_ANONYMOUS_USAGE: !Ref AnonymousUsage + ENV_SOLUTION_UUID: !Ref SolutionUuid + ENV_SOLUTION_ID: !Ref SolutionId + ENV_RESOURCE_PREFIX: !Ref ResourcePrefix + ENV_PROXY_BUCKET: !Ref ProxyBucket + ENV_ES_DOMAIN_ENDPOINT: !Ref OpenSearchDomainEndpoint + ENV_USE_OPENSEARCH_SERVERLESS: !If + - bOpenSearchServerless + - 1 + - 0 + + AssetRemovalStateMachineServiceRole: + Type: AWS::IAM::Role + Properties: + AssumeRolePolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: sts:AssumeRole + Principal: + Service: !Sub states.${AWS::Region}.amazonaws.com + Path: !Sub /${ResourcePrefix}/ + Policies: + - + PolicyName: !Sub ${ResourcePrefix}-AssetRemovalStateMachineRole + PolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: lambda:InvokeFunction + Resource: + - !GetAtt AssetRemovalLambda.Arn + # Below polices are needed for Service Integration of nested workflows + # https://docs.aws.amazon.com/step-functions/latest/dg/stepfunctions-iam.html + - + Effect: Allow + Action: states:StartExecution + Resource: + - !Sub + - arn:aws:states:${AWS::Region}:${AWS::AccountId}:stateMachine:${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - AssetRemoval + - Name + - + Effect: Allow + Action: + - states:DescribeExecution + - states:StopExecution + Resource: + - !Sub + - arn:aws:states:${AWS::Region}:${AWS::AccountId}:execution:${ResourcePrefix}-${name}:* + - name: !FindInMap + - Workflow + - AssetRemoval + - Name + - + Effect: Allow + Action: + - events:PutTargets + - events:PutRule + - events:DescribeRule + Resource: !Sub arn:aws:events:${AWS::Region}:${AWS::AccountId}:rule/StepFunctionsGetEventsForStepFunctionsExecutionRule + + AssetRemovalStateMachine: + Type: AWS::StepFunctions::StateMachine + Properties: + StateMachineName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - AssetRemoval + - Name + RoleArn: !GetAtt AssetRemovalStateMachineServiceRole.Arn + DefinitionString: + !Sub |- + { + "Comment": "Asset Removal state machine to clean up metadata and proxies generated by Media2Cloud", + "StartAt": "Remove records and metadata", + "States": { + "Remove records and metadata": { + "Type": "Task", + "Resource": "${AssetRemovalLambda.Arn}", + "End": true, + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.2 + } + ] + } + } + } + + ################################################################################ + # + # Update Face Indexer state machine - handle changes on indexed faces + # * Update tables + # * Update OpenSearch engine + # * Update metadata files + # * (Update KG vertexes and edges through eventbridge event) + # + ################################################################################ + UpdateFaceIndexerLogGroup: + Type: AWS::Logs::LogGroup + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W84 + reason: Use default encryption. Disable additional KMS encryption requirement. https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/encrypt-log-data-kms.html + Properties: + LogGroupName: !Sub + - /aws/lambda/${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - UpdateFaceIndexer + - Name + RetentionInDays: 7 + + UpdateFaceIndexerRole: + Type: AWS::IAM::Role + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W11 + reason: Wildcard character is prefixed and scoped with the ResourcePrefix + Properties: + AssumeRolePolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: sts:AssumeRole + Principal: + Service: lambda.amazonaws.com + Path: !Sub /${ResourcePrefix}/ + ManagedPolicyArns: + - arn:aws:iam::aws:policy/AWSXRayDaemonWriteAccess + Policies: + - + PolicyName: !Sub ${ResourcePrefix}-UpdateFaceIndexer + PolicyDocument: + Version: "2012-10-17" + Statement: + # CloudWatch Logs + - + Effect: Allow + Action: + - logs:CreateLogGroup + - logs:CreateLogStream + - logs:PutLogEvents + Resource: !GetAtt UpdateFaceIndexerLogGroup.Arn + # S3 - proxy bucket + - + Effect: Allow + Action: s3:ListBucket + Resource: !Sub arn:aws:s3:::${ProxyBucket} + - + Effect: Allow + Action: + - s3:GetObject + - s3:PutObject + - s3:DeleteObject + Resource: !Sub arn:aws:s3:::${ProxyBucket}/* + # DynamoDB + - + Effect: Allow + Action: + - dynamodb:Scan + - dynamodb:Query + - dynamodb:UpdateItem + - dynamodb:DeleteItem + - dynamodb:BatchWriteItem + Resource: !Sub arn:aws:dynamodb:${AWS::Region}:${AWS::AccountId}:table/${ResourcePrefix}-* + # OpenSearch - allow updating document + - + Effect: Allow + Action: + - es:ESHttpGet + - es:ESHttpHead + - es:ESHttpPost + - es:ESHttpPut + - es:ESHttpDelete + Resource: + - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${OpenSearchDomainName} + - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${OpenSearchDomainName}/* + # OpenSearch Serverless + - + Effect: Allow + Action: aoss:APIAccessAll + Resource: !Sub arn:aws:aoss:${AWS::Region}:${AWS::AccountId}:collection/${OpenSearchDomainName} + # Rekognition + - + Effect: Allow + Action: + - rekognition:DescribeCollection + - rekognition:ListFaces + Resource: "*" + + UpdateFaceIndexerLambda: + Type: AWS::Lambda::Function + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W89 + reason: Workflow not using VPC + - + id: W92 + reason: Workflow not limiting simultaneous executions + Properties: + FunctionName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - UpdateFaceIndexer + - Name + Description: !Sub (${SolutionLowerCaseId}) update face indexer state machine lambda + Runtime: !FindInMap + - Node + - Runtime + - Version + MemorySize: 256 + Timeout: 900 + Handler: index.handler + Role: !GetAtt UpdateFaceIndexerRole.Arn + Code: + S3Bucket: !Ref S3Bucket + S3Key: !Sub + - ${KeyPrefix}/${package} + - package: !FindInMap + - Workflow + - UpdateFaceIndexer + - Package + Layers: + - !Ref AwsSdkLayer + - !Ref CoreLibLayer + TracingConfig: + Mode: Active + Environment: + Variables: + ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId + ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent + ENV_ANONYMOUS_USAGE: !Ref AnonymousUsage + ENV_SOLUTION_UUID: !Ref SolutionUuid + ENV_SOLUTION_ID: !Ref SolutionId + ENV_RESOURCE_PREFIX: !Ref ResourcePrefix + ENV_PROXY_BUCKET: !Ref ProxyBucket + ENV_ES_DOMAIN_ENDPOINT: !Ref OpenSearchDomainEndpoint + ENV_USE_OPENSEARCH_SERVERLESS: !If + - bOpenSearchServerless + - 1 + - 0 + + UpdateFaceIndexerStateMachineServiceRole: + Type: AWS::IAM::Role + Properties: + AssumeRolePolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: sts:AssumeRole + Principal: + Service: !Sub states.${AWS::Region}.amazonaws.com + Path: !Sub /${ResourcePrefix}/ + Policies: + - + PolicyName: !Sub ${ResourcePrefix}-UpdateFaceIndexerStateMachineRole + PolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: lambda:InvokeFunction + Resource: + - !GetAtt UpdateFaceIndexerLambda.Arn + # Below polices are needed for Service Integration of nested workflows + # https://docs.aws.amazon.com/step-functions/latest/dg/stepfunctions-iam.html + - + Effect: Allow + Action: states:StartExecution + Resource: + - !Sub + - arn:aws:states:${AWS::Region}:${AWS::AccountId}:stateMachine:${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - UpdateFaceIndexer + - Name + - + Effect: Allow + Action: + - states:DescribeExecution + - states:StopExecution + Resource: + - !Sub + - arn:aws:states:${AWS::Region}:${AWS::AccountId}:execution:${ResourcePrefix}-${name}:* + - name: !FindInMap + - Workflow + - UpdateFaceIndexer + - Name + - + Effect: Allow + Action: + - events:PutTargets + - events:PutRule + - events:DescribeRule + Resource: !Sub arn:aws:events:${AWS::Region}:${AWS::AccountId}:rule/StepFunctionsGetEventsForStepFunctionsExecutionRule + + UpdateFaceIndexerStateMachine: + Type: AWS::StepFunctions::StateMachine + Properties: + StateMachineName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - UpdateFaceIndexer + - Name + RoleArn: !GetAtt UpdateFaceIndexerStateMachineServiceRole.Arn + DefinitionString: + !Sub |- + { + "Comment": "Update Face Indexer state machine to update indexed faces to search engine, db table, and metadata files generated by Media2Cloud", + "StartAt": "Import collection or update face indexer?", + "States": { + "Import collection or update face indexer?": { + "Type": "Choice", + "Choices": [ + { + "And": [ + { + "Variable": "$.input.action", + "IsPresent": true + }, + { + "Variable": "$.input.action", + "StringEquals": "import" + } + ], + "Next": "Import collection" + } + ], + "Default": "Prepare iterators" + }, + "Import collection": { + "Type": "Task", + "Resource": "${UpdateFaceIndexerLambda.Arn}", + "Parameters": { + "operation": "StateImportCollection", + "input.$": "$.input" + }, + "Next": "More items?", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.2 + } + ] + }, + "More items?": { + "Type": "Choice", + "Choices": [ + { + "Or": [ + { + "Variable": "$.input.token", + "IsPresent": false + }, + { + "Variable": "$.input.token", + "IsNull": true + } + ], + "Next": "Import collection completed" + } + ], + "Default": "Import collection" + }, + "Import collection completed": { + "Type": "Succeed" + }, + "Prepare iterators": { + "Type": "Task", + "Resource": "${UpdateFaceIndexerLambda.Arn}", + "Parameters": { + "operation": "StatePrepareIterators", + "input.$": "$.input" + }, + "Next": "Update record (iterations)", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.2 + } + ] + }, + "Update record (iterations)": { + "Type": "Map", + "MaxConcurrency": 40, + "ItemsPath": "$.iterators", + "ItemSelector": { + "operation": "StateUpdateRecord", + "itemId.$": "$$.Map.Item.Index", + "itemData.$": "$$.Map.Item.Value" + }, + "ItemProcessor": { + "ProcessorConfig": { + "Mode": "INLINE" + }, + "StartAt": "Update record (per content)", + "States": { + "Update record (per content)": { + "Type": "Task", + "Resource": "${UpdateFaceIndexerLambda.Arn}", + "End": true, + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.2 + } + ] + } + } + }, + "ResultPath": "$.iterators", + "End": true + } + } + } + + ################################################################################ + # + # RedirectStateMachineEvent + # + ################################################################################ + RedirectStateMachineEventRole: + Type: AWS::IAM::Role + Properties: + AssumeRolePolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: sts:AssumeRole + Principal: + Service: events.amazonaws.com + Path: !Sub /${ResourcePrefix}/ + Policies: + - + PolicyName: !Sub ${ResourcePrefix}-RedirectStateMachineEvent + PolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: events:PutEvents + Resource: !Sub arn:aws:events:${AWS::Region}:${AWS::AccountId}:event-bus/${UnifiedStateMachineStatusBusName} + + RedirectStateMachineEventRule: + Type: AWS::Events::Rule + Properties: + Name: !Sub ${ResourcePrefix}-RedirectStateMachineEvent + Description: !Sub (${SolutionLowerCaseId}) Redirecting Ingest, Analysis, and AssetRemoval state machine events + EventPattern: + source: + - aws.states + region: + - !Ref AWS::Region + detail-type: + - Step Functions Execution Status Change + detail: + status: + - RUNNING + - SUCCEEDED + - FAILED + - ABORTED + - TIMED_OUT + stateMachineArn: + - !Ref IngestMainStateMachine + - !Ref AnalysisMainStateMachine + - !Ref AssetRemovalStateMachine + - !Ref UpdateFaceIndexerStateMachine + - !Ref DynamicFrameSegmentationStateMachine + State: ENABLED + Targets: + - + Id: Id-PutEventToUnifiedEventBus + Arn: !Sub arn:aws:events:${AWS::Region}:${AWS::AccountId}:event-bus/${UnifiedStateMachineStatusBusName} + RoleArn: !GetAtt RedirectStateMachineEventRole.Arn + Outputs: # SNS Topic SNSTopicArn: @@ -6882,6 +8865,12 @@ Outputs: AnalysisTableArn: Value: !GetAtt AnalysisTable.Arn Description: AnalysisTableArn + FaceIndexerTable: + Value: !Ref FaceIndexerTable + Description: FaceIndexerTable + FaceIndexerTableArn: + Value: !GetAtt FaceIndexerTable.Arn + Description: FaceIndexerTable # State Machines BacklogCustomLabelsStateMachine: Value: !Ref BacklogCustomLabelsStateMachine @@ -6907,6 +8896,24 @@ Outputs: MainStateMachineName: Value: !GetAtt MainStateMachine.Name Description: MainStateMachine + AssetRemovalStateMachine: + Value: !Ref AssetRemovalStateMachine + Description: AssetRemovalStateMachine + AssetRemovalStateMachineName: + Value: !GetAtt AssetRemovalStateMachine.Name + Description: AssetRemovalStateMachineName + UpdateFaceIndexerStateMachine: + Value: !Ref UpdateFaceIndexerStateMachine + Description: UpdateFaceIndexerStateMachine + UpdateFaceIndexerStateMachineName: + Value: !GetAtt UpdateFaceIndexerStateMachine.Name + Description: UpdateFaceIndexerStateMachineName + AnalysisStateMachineServiceRoleName: + Value: !Ref AnalysisStateMachineServiceRole + Description: AnalysisStateMachineServiceRoleName + AnalysisStateMachineServiceRoleArn: + Value: !GetAtt AnalysisStateMachineServiceRole.Arn + Description: AnalysisStateMachineServiceRoleArn # Misc. DefaultAIOptions: Value: !Ref DefaultAIOptions diff --git a/deployment/media2cloud-codebuild-stack.yaml b/deployment/media2cloud-codebuild-stack.yaml new file mode 100644 index 0000000..c49e689 --- /dev/null +++ b/deployment/media2cloud-codebuild-stack.yaml @@ -0,0 +1,670 @@ +AWSTemplateFormatVersion: "2010-09-09" + +Description: (%%SOLUTION_ID%%) Media2Cloud CodeBuild Stack - Build open source models and publish to Amazon ECR repository. Version %%VERSION%% + +Mappings: + Workflow: + CustomResources: + Package: "%%PKG_CUSTOM_RESOURCES%%" + Name: codebuild-custom-resources + CodeBuild: + Image: + Name: aws/codebuild/amazonlinux2-x86_64-standard:5.0 + Type: LINUX_CONTAINER + Compute: + Type: BUILD_GENERAL1_LARGE + DockerImage: + Faiss: + Package: "%%FAISS_PKG%%" + Shoppable: + Package: "%%SHOPPABLE_PKG%%" + ZeroshotClassifier: + Package: "%%ZEROSHOT_CLASSIFIER_PKG%%" + ZeroshotObject: + Package: "%%ZEROSHOT_OBJECT_PKG%%" + Node: + Runtime: + Version: nodejs20.x + +Parameters: + S3Bucket: + Type: String + Description: S3Bucket + KeyPrefix: + Type: String + Description: KeyPrefix + SolutionId: + Type: String + Description: SolutionId + SolutionLowerCaseId: + Type: String + Description: SolutionLowerCaseId + ResourcePrefix: + Type: String + Description: ResourcePrefix + # model specific + # Faiss + FaissRepositoryName: + Type: String + Description: FaissRepositoryName + FaissImageTag: + Type: String + Description: FaissImageTag + FaissImageUri: + Type: String + Description: FaissImageUri + # Shoppable + ShoppableRepositoryName: + Type: String + Description: ShoppableRepositoryName + ShoppableImageTag: + Type: String + Description: ShoppableImageTag + ShoppableImageUri: + Type: String + Description: ShoppableImageUri + # ZeroshotClassifier + ZeroshotClassifierRepositoryName: + Type: String + Description: ZeroshotClassifierRepositoryName + ZeroshotClassifierImageTag: + Type: String + Description: ZeroshotClassifierImageTag + ZeroshotClassifierImageUri: + Type: String + Description: ZeroshotClassifierImageUri + # ZeroshotObject + ZeroshotObjectRepositoryName: + Type: String + Description: ZeroshotObjectRepositoryName + ZeroshotObjectImageTag: + Type: String + Description: ZeroshotObjectImageTag + ZeroshotObjectImageUri: + Type: String + Description: ZeroshotObjectImageUri + +Conditions: + bBuildFaiss: !Equals + - !Ref FaissImageUri + - "" + bBuildShoppable: !Equals + - !Ref ShoppableImageUri + - "" + bBuildZeroshotClassifier: !Equals + - !Ref ZeroshotClassifierImageUri + - "" + bBuildZeroshotObject: !Equals + - !Ref ZeroshotObjectImageUri + - "" + +Resources: + ################################################################################ + # + # CloudFormation Custom Resource to start and wait for CodeBuild process + # + ################################################################################ + CodeBuildCustomResourceLogGroup: + Type: AWS::Logs::LogGroup + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W84 + reason: Use default encryption. Disable additional KMS encryption requirement. https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/encrypt-log-data-kms.html + Properties: + LogGroupName: !Sub + - /aws/lambda/${ResourcePrefix}-${name} + - + name: !FindInMap + - Workflow + - CustomResources + - Name + RetentionInDays: 7 + + CodeBuildCustomResourceRole: + Type: AWS::IAM::Role + Properties: + # RoleName: !Sub ${ResourcePrefix}-CodeBuildResource + Path: / + AssumeRolePolicyDocument: + Statement: + - + Action: sts:AssumeRole + Effect: Allow + Principal: + Service: lambda.amazonaws.com + Policies: + - + PolicyName: AllowStartBuild + PolicyDocument: + Version: "2012-10-17" + Statement: + # CloudWatch Logs + - + Effect: Allow + Action: + - logs:CreateLogGroup + - logs:CreateLogStream + - logs:PutLogEvents + Resource: !GetAtt CodeBuildCustomResourceLogGroup.Arn + # CodeBuild + - + Effect: Allow + Action: codebuild:StartBuild + Resource: + - !GetAtt FaissCodeBuild.Arn + - !GetAtt ShoppableCodeBuild.Arn + - !GetAtt ZeroshotClassifierCodeBuild.Arn + - !GetAtt ZeroshotObjectCodeBuild.Arn + + CodeBuildCustomResourceLambda: + Type: AWS::Lambda::Function + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W89 + reason: Workflow not using VPC + - + id: W92 + reason: Workflow not limiting simultaneous executions + Properties: + FunctionName: !Sub + - ${ResourcePrefix}-${name} + - + name: !FindInMap + - Workflow + - CustomResources + - Name + Description: !Sub (${ResourcePrefix}) codebuild custom resource lambda to start build + Runtime: !FindInMap + - Node + - Runtime + - Version + MemorySize: 128 + Timeout: 900 + Handler: index.handler + Role: !GetAtt CodeBuildCustomResourceRole.Arn + Code: + S3Bucket: !Ref S3Bucket + S3Key: !Sub + - ${KeyPrefix}/${package} + - + package: !FindInMap + - Workflow + - CustomResources + - Package + + ################################################################################ + # + # CodeBuild to build and publish docker images + # * IAM Role + # * Faiss docker image + # + ################################################################################ + CodeBuildRole: + Type: AWS::IAM::Role + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W11 + reason: Wildcard character for CodeBuild to create loggroup + Properties: + # RoleName: !Sub ${ResourcePrefix}-CodeBuild + Path: / + AssumeRolePolicyDocument: + Statement: + - + Action: sts:AssumeRole + Effect: Allow + Principal: + Service: codebuild.amazonaws.com + Policies: + - + PolicyName: !Sub ${ResourcePrefix}-CodeBuildPolicy + PolicyDocument: + Version: 2012-10-17 + Statement: + - + Effect: Allow + Action: + - logs:CreateLogGroup + - logs:CreateLogStream + - logs:PutLogEvents + Resource: !Sub arn:aws:logs:${AWS::Region}:${AWS::AccountId}:log-group:/aws/codebuild:* + # S3 - download docker package + - + Effect: Allow + Action: s3:GetObject + Resource: + - !Sub + - arn:aws:s3:::${S3Bucket}/${KeyPrefix}/${package} + - + package: !FindInMap + - DockerImage + - Faiss + - Package + - !Sub + - arn:aws:s3:::${S3Bucket}/${KeyPrefix}/${package} + - + package: !FindInMap + - DockerImage + - Shoppable + - Package + - !Sub + - arn:aws:s3:::${S3Bucket}/${KeyPrefix}/${package} + - + package: !FindInMap + - DockerImage + - ZeroshotClassifier + - Package + - !Sub + - arn:aws:s3:::${S3Bucket}/${KeyPrefix}/${package} + - + package: !FindInMap + - DockerImage + - ZeroshotObject + - Package + # ECR - push docker image + - + Effect: Allow + Action: + - ecr:CreateRepository + - ecr:GetAuthorizationToken + Resource: "*" + - + Effect: Allow + Action: + - ecr:BatchCheckLayerAvailability + - ecr:CompleteLayerUpload + - ecr:InitiateLayerUpload + - ecr:PutImage + - ecr:UploadLayerPart + Resource: + - !Sub arn:aws:ecr:${AWS::Region}:${AWS::AccountId}:repository/${FaissRepositoryName} + - !Sub arn:aws:ecr:${AWS::Region}:${AWS::AccountId}:repository/${ShoppableRepositoryName} + - !Sub arn:aws:ecr:${AWS::Region}:${AWS::AccountId}:repository/${ZeroshotClassifierRepositoryName} + - !Sub arn:aws:ecr:${AWS::Region}:${AWS::AccountId}:repository/${ZeroshotObjectRepositoryName} + + # Faiss docker image + FaissCodeBuild: + Type: AWS::CodeBuild::Project + Properties: + Name: !Sub ${ResourcePrefix}-${FaissRepositoryName} + Description: (Faiss) Build and publish docker image to Amazon ECR + ServiceRole: !GetAtt CodeBuildRole.Arn + Source: + Type: S3 + Location: !Sub + - ${S3Bucket}/${KeyPrefix}/${package} + - + package: !FindInMap + - DockerImage + - Faiss + - Package + BuildSpec: | + version: 0.2 + phases: + pre_build: + commands: + - echo "== Logging in to Amazon ECR ==" + - aws ecr get-login-password --region $AWS_REGION | docker login --username AWS --password-stdin $AWS_ACCOUNT_ID.dkr.ecr.$AWS_REGION.amazonaws.com + build: + commands: + - echo "== Creating $IMAGE_REPO_NAME repository" + - aws ecr create-repository --region $AWS_REGION --repository-name $IMAGE_REPO_NAME --image-scanning-configuration scanOnPush=true --encryption-configuration encryptionType=AES256; EXITCODE=$? + - echo "== Creating $IMAGE_REPO_NAME repository (code=$EXITCODE) [COMPLETED]" + - echo "== Building docker image, $IMAGE_REPO_NAME:$IMAGE_TAG [$(date)] ==" + - docker build -t $IMAGE_REPO_NAME:$IMAGE_TAG . + - docker tag $IMAGE_REPO_NAME:$IMAGE_TAG $AWS_ACCOUNT_ID.dkr.ecr.$AWS_REGION.amazonaws.com/$IMAGE_REPO_NAME:$IMAGE_TAG + - echo "== Building docker image, $IMAGE_REPO_NAME:$IMAGE_TAG [$(date)] [COMPLETED] ==" + - echo "== Pushing docker image, $IMAGE_REPO_NAME:$IMAGE_TAG ==" + - docker push $AWS_ACCOUNT_ID.dkr.ecr.$AWS_REGION.amazonaws.com/$IMAGE_REPO_NAME:$IMAGE_TAG + - echo "== Pushing docker image, $IMAGE_REPO_NAME:$IMAGE_TAG [$(date)] [COMPLETED] ==" + post_build: + commands: + - echo "=== post_build - CODEBUILD_BUILD_SUCCEEDING = $CODEBUILD_BUILD_SUCCEEDING ===" + - if [ ! -z "$CFN_ResponseURL" ] && [ $CODEBUILD_BUILD_SUCCEEDING -eq 1 ]; then echo "== Sending SUCCESS signal to CloudFormation stack =="; curl -X PUT -H "Content-Type:" --data-binary "{\"Status\":\"SUCCESS\",\"Reason\":\"Docker image published\",\"PhysicalResourceId\":\"$CFN_PhysicalResourceId\",\"StackId\":\"$CFN_StackId\",\"RequestId\":\"$CFN_RequestId\",\"LogicalResourceId\":\"$CFN_LogicalResourceId\",\"Data\":{\"ImageUri\":\"$AWS_ACCOUNT_ID.dkr.ecr.$AWS_REGION.amazonaws.com/$IMAGE_REPO_NAME:$IMAGE_TAG\"}}" "$CFN_ResponseURL"; fi + - if [ ! -z "$CFN_ResponseURL" ] && [ $CODEBUILD_BUILD_SUCCEEDING -ne 1 ]; then echo "== Sending FAILED signal to CloudFormation stack =="; curl -X PUT -H "Content-Type:" --data-binary "{\"Status\":\"FAILED\",\"Reason\":\"Docker image failed\",\"PhysicalResourceId\":\"$CFN_PhysicalResourceId\",\"StackId\":\"$CFN_StackId\",\"RequestId\":\"$CFN_RequestId\",\"LogicalResourceId\":\"$CFN_LogicalResourceId\",\"Data\":{\"Error\":\"Failed to build docker image\"}}" "$CFN_ResponseURL"; fi + Environment: + ComputeType: !FindInMap + - CodeBuild + - Compute + - Type + Image: !FindInMap + - CodeBuild + - Image + - Name + Type: !FindInMap + - CodeBuild + - Image + - Type + EnvironmentVariables: + - + Name: AWS_REGION + Value: !Ref AWS::Region + - + Name: AWS_ACCOUNT_ID + Value: !Ref AWS::AccountId + Artifacts: + Type: NO_ARTIFACTS + EncryptionKey: !Sub arn:aws:kms:${AWS::Region}:${AWS::AccountId}:alias/aws/s3 + TimeoutInMinutes: 60 + QueuedTimeoutInMinutes: 60 + LogsConfig: + CloudWatchLogs: + GroupName: /aws/codebuild + StreamName: !Sub ${ResourcePrefix}-${FaissRepositoryName} + Status: ENABLED + + FaissStartBuild: + Condition: bBuildFaiss + Type: Custom::StartBuildDelayResponse + Properties: + ServiceToken: !GetAtt CodeBuildCustomResourceLambda.Arn + Data: + projectName: !Ref FaissCodeBuild + environmentVariablesOverride: + - + name: IMAGE_REPO_NAME + value: !Ref FaissRepositoryName + type: PLAINTEXT + - + name: IMAGE_TAG + value: !Ref FaissImageTag + type: PLAINTEXT + + # Shoppable docker image + ShoppableCodeBuild: + Type: AWS::CodeBuild::Project + Properties: + Name: !Sub ${ResourcePrefix}-${ShoppableRepositoryName} + Description: (Shoppable) Build and publish docker image to Amazon ECR + ServiceRole: !GetAtt CodeBuildRole.Arn + Source: + Type: S3 + Location: !Sub + - ${S3Bucket}/${KeyPrefix}/${package} + - + package: !FindInMap + - DockerImage + - Shoppable + - Package + BuildSpec: | + version: 0.2 + phases: + pre_build: + commands: + - echo "== Logging in to Amazon ECR ==" + - aws ecr get-login-password --region $AWS_REGION | docker login --username AWS --password-stdin $AWS_ACCOUNT_ID.dkr.ecr.$AWS_REGION.amazonaws.com + build: + commands: + - echo "== Creating $IMAGE_REPO_NAME repository" + - aws ecr create-repository --region $AWS_REGION --repository-name $IMAGE_REPO_NAME --image-scanning-configuration scanOnPush=true --encryption-configuration encryptionType=AES256; EXITCODE=$? + - echo "== Creating $IMAGE_REPO_NAME repository (code=$EXITCODE) [COMPLETED]" + - echo "== Building docker image, $IMAGE_REPO_NAME:$IMAGE_TAG [$(date)] ==" + - docker build -t $IMAGE_REPO_NAME:$IMAGE_TAG . + - docker tag $IMAGE_REPO_NAME:$IMAGE_TAG $AWS_ACCOUNT_ID.dkr.ecr.$AWS_REGION.amazonaws.com/$IMAGE_REPO_NAME:$IMAGE_TAG + - echo "== Building docker image, $IMAGE_REPO_NAME:$IMAGE_TAG [$(date)] [COMPLETED] ==" + - echo "== Pushing docker image, $IMAGE_REPO_NAME:$IMAGE_TAG ==" + - docker push $AWS_ACCOUNT_ID.dkr.ecr.$AWS_REGION.amazonaws.com/$IMAGE_REPO_NAME:$IMAGE_TAG + - echo "== Pushing docker image, $IMAGE_REPO_NAME:$IMAGE_TAG [$(date)] [COMPLETED] ==" + post_build: + commands: + - echo "=== post_build - CODEBUILD_BUILD_SUCCEEDING = $CODEBUILD_BUILD_SUCCEEDING ===" + - if [ ! -z "$CFN_ResponseURL" ] && [ $CODEBUILD_BUILD_SUCCEEDING -eq 1 ]; then echo "== Sending SUCCESS signal to CloudFormation stack =="; curl -X PUT -H "Content-Type:" --data-binary "{\"Status\":\"SUCCESS\",\"Reason\":\"Docker image published\",\"PhysicalResourceId\":\"$CFN_PhysicalResourceId\",\"StackId\":\"$CFN_StackId\",\"RequestId\":\"$CFN_RequestId\",\"LogicalResourceId\":\"$CFN_LogicalResourceId\",\"Data\":{\"ImageUri\":\"$AWS_ACCOUNT_ID.dkr.ecr.$AWS_REGION.amazonaws.com/$IMAGE_REPO_NAME:$IMAGE_TAG\"}}" "$CFN_ResponseURL"; fi + - if [ ! -z "$CFN_ResponseURL" ] && [ $CODEBUILD_BUILD_SUCCEEDING -ne 1 ]; then echo "== Sending FAILED signal to CloudFormation stack =="; curl -X PUT -H "Content-Type:" --data-binary "{\"Status\":\"FAILED\",\"Reason\":\"Docker image failed\",\"PhysicalResourceId\":\"$CFN_PhysicalResourceId\",\"StackId\":\"$CFN_StackId\",\"RequestId\":\"$CFN_RequestId\",\"LogicalResourceId\":\"$CFN_LogicalResourceId\",\"Data\":{\"Error\":\"Failed to build docker image\"}}" "$CFN_ResponseURL"; fi + Environment: + ComputeType: !FindInMap + - CodeBuild + - Compute + - Type + Image: !FindInMap + - CodeBuild + - Image + - Name + Type: !FindInMap + - CodeBuild + - Image + - Type + EnvironmentVariables: + - + Name: AWS_REGION + Value: !Ref AWS::Region + - + Name: AWS_ACCOUNT_ID + Value: !Ref AWS::AccountId + Artifacts: + Type: NO_ARTIFACTS + EncryptionKey: !Sub arn:aws:kms:${AWS::Region}:${AWS::AccountId}:alias/aws/s3 + TimeoutInMinutes: 60 + QueuedTimeoutInMinutes: 60 + LogsConfig: + CloudWatchLogs: + GroupName: /aws/codebuild + StreamName: !Sub ${ResourcePrefix}-${ShoppableRepositoryName} + Status: ENABLED + + ShoppableStartBuild: + Condition: bBuildShoppable + Type: Custom::StartBuildDelayResponse + Properties: + ServiceToken: !GetAtt CodeBuildCustomResourceLambda.Arn + Data: + projectName: !Ref ShoppableCodeBuild + environmentVariablesOverride: + - + name: IMAGE_REPO_NAME + value: !Ref ShoppableRepositoryName + type: PLAINTEXT + - + name: IMAGE_TAG + value: !Ref ShoppableImageTag + type: PLAINTEXT + + # ZeroshotClassifier docker image + ZeroshotClassifierCodeBuild: + Type: AWS::CodeBuild::Project + Properties: + Name: !Sub ${ResourcePrefix}-${ZeroshotClassifierRepositoryName} + Description: (ZeroshotClassifier) Build and publish docker image to Amazon ECR + ServiceRole: !GetAtt CodeBuildRole.Arn + Source: + Type: S3 + Location: !Sub + - ${S3Bucket}/${KeyPrefix}/${package} + - + package: !FindInMap + - DockerImage + - ZeroshotClassifier + - Package + BuildSpec: | + version: 0.2 + phases: + pre_build: + commands: + - echo "== Logging in to Amazon ECR ==" + - aws ecr get-login-password --region $AWS_REGION | docker login --username AWS --password-stdin $AWS_ACCOUNT_ID.dkr.ecr.$AWS_REGION.amazonaws.com + build: + commands: + - echo "== Creating $IMAGE_REPO_NAME repository" + - aws ecr create-repository --region $AWS_REGION --repository-name $IMAGE_REPO_NAME --image-scanning-configuration scanOnPush=true --encryption-configuration encryptionType=AES256; EXITCODE=$? + - echo "== Creating $IMAGE_REPO_NAME repository (code=$EXITCODE) [COMPLETED]" + - echo "== Building docker image, $IMAGE_REPO_NAME:$IMAGE_TAG [$(date)] ==" + - docker build -t $IMAGE_REPO_NAME:$IMAGE_TAG . + - docker tag $IMAGE_REPO_NAME:$IMAGE_TAG $AWS_ACCOUNT_ID.dkr.ecr.$AWS_REGION.amazonaws.com/$IMAGE_REPO_NAME:$IMAGE_TAG + - echo "== Building docker image, $IMAGE_REPO_NAME:$IMAGE_TAG [$(date)] [COMPLETED] ==" + - echo "== Pushing docker image, $IMAGE_REPO_NAME:$IMAGE_TAG ==" + - docker push $AWS_ACCOUNT_ID.dkr.ecr.$AWS_REGION.amazonaws.com/$IMAGE_REPO_NAME:$IMAGE_TAG + - echo "== Pushing docker image, $IMAGE_REPO_NAME:$IMAGE_TAG [$(date)] [COMPLETED] ==" + post_build: + commands: + - echo "=== post_build - CODEBUILD_BUILD_SUCCEEDING = $CODEBUILD_BUILD_SUCCEEDING ===" + - if [ ! -z "$CFN_ResponseURL" ] && [ $CODEBUILD_BUILD_SUCCEEDING -eq 1 ]; then echo "== Sending SUCCESS signal to CloudFormation stack =="; curl -X PUT -H "Content-Type:" --data-binary "{\"Status\":\"SUCCESS\",\"Reason\":\"Docker image published\",\"PhysicalResourceId\":\"$CFN_PhysicalResourceId\",\"StackId\":\"$CFN_StackId\",\"RequestId\":\"$CFN_RequestId\",\"LogicalResourceId\":\"$CFN_LogicalResourceId\",\"Data\":{\"ImageUri\":\"$AWS_ACCOUNT_ID.dkr.ecr.$AWS_REGION.amazonaws.com/$IMAGE_REPO_NAME:$IMAGE_TAG\"}}" "$CFN_ResponseURL"; fi + - if [ ! -z "$CFN_ResponseURL" ] && [ $CODEBUILD_BUILD_SUCCEEDING -ne 1 ]; then echo "== Sending FAILED signal to CloudFormation stack =="; curl -X PUT -H "Content-Type:" --data-binary "{\"Status\":\"FAILED\",\"Reason\":\"Docker image failed\",\"PhysicalResourceId\":\"$CFN_PhysicalResourceId\",\"StackId\":\"$CFN_StackId\",\"RequestId\":\"$CFN_RequestId\",\"LogicalResourceId\":\"$CFN_LogicalResourceId\",\"Data\":{\"Error\":\"Failed to build docker image\"}}" "$CFN_ResponseURL"; fi + Environment: + ComputeType: !FindInMap + - CodeBuild + - Compute + - Type + Image: !FindInMap + - CodeBuild + - Image + - Name + Type: !FindInMap + - CodeBuild + - Image + - Type + EnvironmentVariables: + - + Name: AWS_REGION + Value: !Ref AWS::Region + - + Name: AWS_ACCOUNT_ID + Value: !Ref AWS::AccountId + Artifacts: + Type: NO_ARTIFACTS + EncryptionKey: !Sub arn:aws:kms:${AWS::Region}:${AWS::AccountId}:alias/aws/s3 + TimeoutInMinutes: 60 + QueuedTimeoutInMinutes: 60 + LogsConfig: + CloudWatchLogs: + GroupName: /aws/codebuild + StreamName: !Sub ${ResourcePrefix}-${ZeroshotClassifierRepositoryName} + Status: ENABLED + + ZeroshotClassifierStartBuild: + Condition: bBuildZeroshotClassifier + Type: Custom::StartBuildDelayResponse + Properties: + ServiceToken: !GetAtt CodeBuildCustomResourceLambda.Arn + Data: + projectName: !Ref ZeroshotClassifierCodeBuild + environmentVariablesOverride: + - + name: IMAGE_REPO_NAME + value: !Ref ZeroshotClassifierRepositoryName + type: PLAINTEXT + - + name: IMAGE_TAG + value: !Ref ZeroshotClassifierImageTag + type: PLAINTEXT + + # ZeroshotObject docker image + ZeroshotObjectCodeBuild: + Type: AWS::CodeBuild::Project + Properties: + Name: !Sub ${ResourcePrefix}-${ZeroshotObjectRepositoryName} + Description: (ZeroshotObject) Build and publish docker image to Amazon ECR + ServiceRole: !GetAtt CodeBuildRole.Arn + Source: + Type: S3 + Location: !Sub + - ${S3Bucket}/${KeyPrefix}/${package} + - + package: !FindInMap + - DockerImage + - ZeroshotObject + - Package + BuildSpec: | + version: 0.2 + phases: + pre_build: + commands: + - echo "== Logging in to Amazon ECR ==" + - aws ecr get-login-password --region $AWS_REGION | docker login --username AWS --password-stdin $AWS_ACCOUNT_ID.dkr.ecr.$AWS_REGION.amazonaws.com + build: + commands: + - echo "== Creating $IMAGE_REPO_NAME repository" + - aws ecr create-repository --region $AWS_REGION --repository-name $IMAGE_REPO_NAME --image-scanning-configuration scanOnPush=true --encryption-configuration encryptionType=AES256; EXITCODE=$? + - echo "== Creating $IMAGE_REPO_NAME repository (code=$EXITCODE) [COMPLETED]" + - echo "== Building docker image, $IMAGE_REPO_NAME:$IMAGE_TAG [$(date)] ==" + - docker build -t $IMAGE_REPO_NAME:$IMAGE_TAG . + - docker tag $IMAGE_REPO_NAME:$IMAGE_TAG $AWS_ACCOUNT_ID.dkr.ecr.$AWS_REGION.amazonaws.com/$IMAGE_REPO_NAME:$IMAGE_TAG + - echo "== Building docker image, $IMAGE_REPO_NAME:$IMAGE_TAG [$(date)] [COMPLETED] ==" + - echo "== Pushing docker image, $IMAGE_REPO_NAME:$IMAGE_TAG ==" + - docker push $AWS_ACCOUNT_ID.dkr.ecr.$AWS_REGION.amazonaws.com/$IMAGE_REPO_NAME:$IMAGE_TAG + - echo "== Pushing docker image, $IMAGE_REPO_NAME:$IMAGE_TAG [$(date)] [COMPLETED] ==" + post_build: + commands: + - echo "=== post_build - CODEBUILD_BUILD_SUCCEEDING = $CODEBUILD_BUILD_SUCCEEDING ===" + - if [ ! -z "$CFN_ResponseURL" ] && [ $CODEBUILD_BUILD_SUCCEEDING -eq 1 ]; then echo "== Sending SUCCESS signal to CloudFormation stack =="; curl -X PUT -H "Content-Type:" --data-binary "{\"Status\":\"SUCCESS\",\"Reason\":\"Docker image published\",\"PhysicalResourceId\":\"$CFN_PhysicalResourceId\",\"StackId\":\"$CFN_StackId\",\"RequestId\":\"$CFN_RequestId\",\"LogicalResourceId\":\"$CFN_LogicalResourceId\",\"Data\":{\"ImageUri\":\"$AWS_ACCOUNT_ID.dkr.ecr.$AWS_REGION.amazonaws.com/$IMAGE_REPO_NAME:$IMAGE_TAG\"}}" "$CFN_ResponseURL"; fi + - if [ ! -z "$CFN_ResponseURL" ] && [ $CODEBUILD_BUILD_SUCCEEDING -ne 1 ]; then echo "== Sending FAILED signal to CloudFormation stack =="; curl -X PUT -H "Content-Type:" --data-binary "{\"Status\":\"FAILED\",\"Reason\":\"Docker image failed\",\"PhysicalResourceId\":\"$CFN_PhysicalResourceId\",\"StackId\":\"$CFN_StackId\",\"RequestId\":\"$CFN_RequestId\",\"LogicalResourceId\":\"$CFN_LogicalResourceId\",\"Data\":{\"Error\":\"Failed to build docker image\"}}" "$CFN_ResponseURL"; fi + Environment: + ComputeType: !FindInMap + - CodeBuild + - Compute + - Type + Image: !FindInMap + - CodeBuild + - Image + - Name + Type: !FindInMap + - CodeBuild + - Image + - Type + EnvironmentVariables: + - + Name: AWS_REGION + Value: !Ref AWS::Region + - + Name: AWS_ACCOUNT_ID + Value: !Ref AWS::AccountId + Artifacts: + Type: NO_ARTIFACTS + EncryptionKey: !Sub arn:aws:kms:${AWS::Region}:${AWS::AccountId}:alias/aws/s3 + TimeoutInMinutes: 60 + QueuedTimeoutInMinutes: 60 + LogsConfig: + CloudWatchLogs: + GroupName: /aws/codebuild + StreamName: !Sub ${ResourcePrefix}-${ZeroshotObjectRepositoryName} + Status: ENABLED + + ZeroshotObjectStartBuild: + Condition: bBuildZeroshotObject + Type: Custom::StartBuildDelayResponse + Properties: + ServiceToken: !GetAtt CodeBuildCustomResourceLambda.Arn + Data: + projectName: !Ref ZeroshotObjectCodeBuild + environmentVariablesOverride: + - + name: IMAGE_REPO_NAME + value: !Ref ZeroshotObjectRepositoryName + type: PLAINTEXT + - + name: IMAGE_TAG + value: !Ref ZeroshotObjectImageTag + type: PLAINTEXT + +Outputs: + FaissImageUri: + Value: !If + - bBuildFaiss + - !GetAtt FaissStartBuild.ImageUri + - !Ref FaissImageUri + Description: FaissImageUri + ShoppableImageUri: + Value: !If + - bBuildShoppable + - !GetAtt ShoppableStartBuild.ImageUri + - !Ref ShoppableImageUri + Description: ShoppableImageUri + ZeroshotClassifierImageUri: + Value: !If + - bBuildZeroshotClassifier + - !GetAtt ZeroshotClassifierStartBuild.ImageUri + - !Ref ZeroshotClassifierImageUri + Description: ZeroshotClassifierImageUri + ZeroshotObjectImageUri: + Value: !If + - bBuildZeroshotObject + - !GetAtt ZeroshotObjectStartBuild.ImageUri + - !Ref ZeroshotObjectImageUri + Description: ZeroshotObjectImageUri + SolutionInfo: + Value: !Sub ${SolutionId} (${SolutionLowerCaseId}) + Description: SolutionInfo diff --git a/deployment/media2cloud-core-stack.yaml b/deployment/media2cloud-core-stack.yaml index 3ba1e5f..991513c 100644 --- a/deployment/media2cloud-core-stack.yaml +++ b/deployment/media2cloud-core-stack.yaml @@ -14,12 +14,18 @@ Mappings: CoreLib: Package: "%%LAYER_CORE_LIB%%" Name: core-lib + Tokenizer: + Package: "%%LAYER_TOKENIZER%%" + Name: tokenizer OpenSearch: Engine: - Version: OpenSearch_1.3 + Version: OpenSearch_2.11 + EventBridge: + Bus: + Name: unified-statemachine-status Node: Runtime: - Version: nodejs16.x + Version: nodejs20.x Parameters: S3Bucket: @@ -43,6 +49,9 @@ Parameters: CustomResourcesRoleName: Type: String Description: CustomResourcesRoleName + CustomResourcesRoleArn: + Type: String + Description: CustomResourcesRoleArn UserDefinedIngestBucket: Type: String Description: UserDefinedIngestBucket @@ -58,6 +67,9 @@ Parameters: OpenSearchAvailabilityZone: Type: String Description: OpenSearchAvailabilityZone + OpenSearchServerless: + Type: String + Description: OpenSearchServerless PriceClass: Type: String Description: PriceClass @@ -69,21 +81,30 @@ Conditions: bUSEast1: !Equals - !Ref AWS::Region - us-east-1 - bSingleAZ: !Equals - - "1" - - !Select - - 1 - - !Split - - "=" - - !Ref OpenSearchAvailabilityZone - bDedicatedNodes: !Not + bOpenSearchServerless: !Equals + - !Ref OpenSearchServerless + - "true" + bOpenSearchCluster: !Not + - !Condition bOpenSearchServerless + bSingleAZ: !And + - !Condition bOpenSearchCluster - !Equals - - "0" + - "1" - !Select - 1 - !Split - "=" - - !Ref OpenSearchDedicatedMaster + - !Ref OpenSearchAvailabilityZone + bDedicatedNodes: !And + - !Condition bOpenSearchCluster + - !Not + - !Equals + - "0" + - !Select + - 1 + - !Split + - "=" + - !Ref OpenSearchDedicatedMaster Resources: ################################################################################ @@ -103,9 +124,6 @@ Resources: UpdateReplacePolicy: Retain Properties: BucketName: !Sub ${ResourcePrefix}-${AWS::AccountId}-${AWS::Region}-logs - OwnershipControls: - Rules: - - ObjectOwnership: ObjectWriter BucketEncryption: ServerSideEncryptionConfiguration: - @@ -130,7 +148,14 @@ Resources: Key: SolutionId Value: !Ref SolutionId VersioningConfiguration: - Status: Enabled + Status: Suspended + # Note: Needed to enable ACL so that Amazon CloudFront + # can write logs to the bucket. Refer to + # https://docs.aws.amazon.com/AmazonCloudFront/latest/DeveloperGuide/AccessLogs.html#access-logs-choosing-s3-bucket + AccessControl: LogDeliveryWrite + OwnershipControls: + Rules: + - ObjectOwnership: BucketOwnerPreferred LogsBucketPolicy: Type: AWS::S3::BucketPolicy @@ -139,6 +164,7 @@ Resources: PolicyDocument: Statement: - + Sid: DenyInsecureTransport Effect: Deny Principal: "*" Action: s3:* @@ -148,6 +174,16 @@ Resources: Condition: Bool: aws:SecureTransport: false + - + Sid: S3ServerAccessLogsPolicy + Effect: Allow + Principal: + Service: logging.s3.amazonaws.com + Action: s3:PutObject + Resource: !Sub ${LogsBucket.Arn}/* + Condition: + StringEquals: + aws:SourceAccount: !Ref AWS::AccountId ################################################################################ # @@ -168,10 +204,6 @@ Resources: SSEAlgorithm: AES256 AccelerateConfiguration: AccelerationStatus: Enabled - AccessControl: LogDeliveryWrite - OwnershipControls: - Rules: - - ObjectOwnership: ObjectWriter LoggingConfiguration: DestinationBucketName: !Ref LogsBucket LogFilePrefix: access_logs_ingest_bucket/ @@ -241,6 +273,7 @@ Resources: PolicyDocument: Statement: - + Sid: DenyInsecureTransport Effect: Deny Principal: "*" Action: s3:* @@ -269,10 +302,6 @@ Resources: SSEAlgorithm: AES256 AccelerateConfiguration: AccelerationStatus: Enabled - AccessControl: LogDeliveryWrite - OwnershipControls: - Rules: - - ObjectOwnership: ObjectWriter LoggingConfiguration: DestinationBucketName: !Ref LogsBucket LogFilePrefix: access_logs_proxy_bucket/ @@ -330,6 +359,7 @@ Resources: PolicyDocument: Statement: - + Sid: DenyInsecureTransport Effect: Deny Principal: "*" Action: s3:* @@ -358,10 +388,6 @@ Resources: SSEAlgorithm: AES256 AccelerateConfiguration: AccelerationStatus: Enabled - AccessControl: LogDeliveryWrite - OwnershipControls: - Rules: - - ObjectOwnership: ObjectWriter LoggingConfiguration: DestinationBucketName: !Ref LogsBucket LogFilePrefix: access_logs_web_bucket/ @@ -434,6 +460,7 @@ Resources: PolicyDocument: Statement: - + Sid: DenyInsecureTransport Effect: Deny Principal: "*" Action: "s3:*" @@ -455,6 +482,7 @@ Resources: # Lambda Layers shared among other stacks # * AwsSdkLayer # * CoreLibLayer + # * TokenizerLayer # ################################################################################ AwsSdkLayer: @@ -507,6 +535,31 @@ Resources: Description: !Sub (${SolutionLowerCaseId}) m2c core library layer LicenseInfo: Apache-2.0 + TokenizerLayer: + Type: AWS::Lambda::LayerVersion + Properties: + LayerName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Layer + - Tokenizer + - Name + CompatibleRuntimes: + - !FindInMap + - Node + - Runtime + - Version + Content: + S3Bucket: !Ref S3Bucket + S3Key: !Sub + - ${KeyPrefix}/${package} + - package: !FindInMap + - Layer + - Tokenizer + - Package + Description: !Sub (${SolutionLowerCaseId}) wink-tokenizer layer + LicenseInfo: MIT + ################################################################################ # # Custom Resources Policy for Core stack @@ -561,6 +614,11 @@ Resources: Resource: - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${ResourcePrefix}-storage - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${ResourcePrefix}-storage/* + # OpenSearch Serverless - create indices + - + Effect: Allow + Action: aoss:APIAccessAll + Resource: !Sub arn:aws:aoss:${AWS::Region}:${AWS::AccountId}:collection/* ################################################################################ # @@ -639,6 +697,7 @@ Resources: # ################################################################################ OpenSearchApplicationLogGroup: + Condition: bOpenSearchCluster Type: AWS::Logs::LogGroup Metadata: cfn_nag: @@ -651,6 +710,7 @@ Resources: RetentionInDays: 7 OpenSearchSlowLogGroup: + Condition: bOpenSearchCluster Type: AWS::Logs::LogGroup Metadata: cfn_nag: @@ -663,6 +723,7 @@ Resources: RetentionInDays: 7 OpenSearchIndexSlowLogGroup: + Condition: bOpenSearchCluster Type: AWS::Logs::LogGroup Metadata: cfn_nag: @@ -675,6 +736,7 @@ Resources: RetentionInDays: 7 OpenSearchLogGroupPolicy: + Condition: bOpenSearchCluster Type: AWS::Logs::ResourcePolicy Properties: PolicyName: !Sub ${ResourcePrefix}-opensearch-loggroup-policy @@ -705,6 +767,7 @@ Resources: } OpenSearchCluster: + Condition: bOpenSearchCluster Type: AWS::OpenSearchService::Domain DependsOn: - OpenSearchLogGroupPolicy @@ -820,13 +883,142 @@ Resources: Key: SolutionId Value: !Ref SolutionId + ################################################################################ + # + # Amazon OpenSearch Serverless + # + ################################################################################ + OSSEncryptionPolicy: + Condition: bOpenSearchServerless + Type: AWS::OpenSearchServerless::SecurityPolicy + Properties: + Type: encryption + # Length: 32 characters, Pattern: ^[a-z][a-z0-9-]+$ + Name: !Sub ${ResourcePrefix}-encryption + Description: Data encryption policy + Policy: !Sub >- + { + "Rules": [ + { + "ResourceType": "collection", + "Resource": [ + "collection/${ResourcePrefix}-storage" + ] + } + ], + "AWSOwnedKey": true + } + + OSSNetworkPolicy: + Condition: bOpenSearchServerless + Type: AWS::OpenSearchServerless::SecurityPolicy + Properties: + Type: network + # Length: 32 characters, Pattern: ^[a-z][a-z0-9-]+$ + Name: !Sub ${ResourcePrefix}-network + Description: Network policy + Policy: !Sub >- + [ + { + "Rules": [ + { + "ResourceType": "collection", + "Resource": [ + "collection/${ResourcePrefix}-storage" + ] + }, + { + "ResourceType": "dashboard", + "Resource": [ + "collection/${ResourcePrefix}-storage" + ] + } + ], + "AllowFromPublic": true + } + ] + + OSSCustomResourcesAccessPolicy: + Condition: bOpenSearchServerless + Type: AWS::OpenSearchServerless::AccessPolicy + Properties: + Type: data + # Length: 32 characters, Pattern: ^[a-z][a-z0-9-]+$ + Name: !Sub ${ResourcePrefix}-cfn-custom + Description: Custom resources access policy + # Note: Principal cannot use asterisk + Policy: !Sub >- + [ + { + "Rules": [ + { + "ResourceType": "collection", + "Resource": [ + "collection/${ResourcePrefix}-storage" + ], + "Permission": [ + "aoss:DescribeCollectionItems" + ] + }, + { + "ResourceType": "index", + "Resource": [ + "index/${ResourcePrefix}-storage/*" + ], + "Permission": [ + "aoss:CreateIndex", + "aoss:DeleteIndex", + "aoss:UpdateIndex", + "aoss:DescribeIndex", + "aoss:ReadDocument", + "aoss:WriteDocument" + ] + } + ], + "Principal": [ + "${CustomResourcesRoleArn}" + ] + } + ] + + OSSCollection: + Condition: bOpenSearchServerless + DependsOn: + - OSSEncryptionPolicy + - OSSNetworkPolicy + - OSSCustomResourcesAccessPolicy + Type: AWS::OpenSearchServerless::Collection + Properties: + Type: SEARCH + # Length: 32 characters, Pattern: ^[a-z][a-z0-9-]+$ + Name: !Sub ${ResourcePrefix}-storage + Description: !Sub (${SolutionId}) Media2Cloud Collection + Tags: + - + Key: SolutionId + Value: !Ref SolutionId + + ################################################################################ + # + # Custom Resource to create index on either + # * OpenSearch Cluster + # * OpenSearchServerless + # + ################################################################################ CreateIndex: DependsOn: CustomResourcesPolicyCore Type: Custom::CreateIndex Properties: ServiceToken: !Ref CustomResourcesLambdaArn Data: - DomainEndpoint: !GetAtt OpenSearchCluster.DomainEndpoint + DomainEndpoint: !If + - bOpenSearchServerless + - !GetAtt OSSCollection.CollectionEndpoint + - !Sub https://${OpenSearchCluster.DomainEndpoint} + UseOpenSearchServerless: !If + - bOpenSearchServerless + - 1 + - 0 ################################################################################ # @@ -843,7 +1035,7 @@ Resources: reason: Will revisit to enable MinimumProtocolVersion to TLS1.2 Properties: DistributionConfig: - Comment: Website distribution for Media2Cloud solution + Comment: Website distribution for Guidance for Media2Cloud on AWS Origins: - Id: !Sub S3-${WebBucket} @@ -904,6 +1096,22 @@ Resources: Prefix: access_logs_cloudfront/ IncludeCookies: true + ################################################################################ + # + # Amazon EventBridge + # * unified step functions status change events + # + ################################################################################ + UnifiedStateMachineStatusBus: + Type: AWS::Events::EventBus + Properties: + Name: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - EventBridge + - Bus + - Name + Outputs: # S3 Buckets LogsBucket: @@ -934,6 +1142,9 @@ Outputs: CoreLibLayer: Value: !Ref CoreLibLayer Description: CoreLibLayer + TokenizerLayer: + Value: !Ref TokenizerLayer + Description: TokenizerLayer # IoT IotHost: Value: !GetAtt IotUrl.Endpoint @@ -946,16 +1157,31 @@ Outputs: Description: IotThingPolicy # OpenSearch OpenSearchDomainName: - Value: !Ref OpenSearchCluster + Value: !If + - bOpenSearchServerless + - !Ref OSSCollection + - !Ref OpenSearchCluster Description: OpenSearchDomainName + OpenSearchCollection: + Value: !If + - bOpenSearchServerless + - !Sub ${ResourcePrefix}-storage + - "" + Description: OpenSearchCollection OpenSearchDomainEndpoint: - Value: !GetAtt OpenSearchCluster.DomainEndpoint + Value: !If + - bOpenSearchServerless + - !GetAtt OSSCollection.CollectionEndpoint + - !Sub https://${OpenSearchCluster.DomainEndpoint} Description: OpenSearchDomainEndpoint OpenSearchEngineVersion: - Value: !FindInMap - - OpenSearch - - Engine - - Version + Value: !If + - bOpenSearchServerless + - serverless + - !FindInMap + - OpenSearch + - Engine + - Version Description: OpenSearchEngineVersion # CloudFront CloudFrontDistributionId: @@ -972,3 +1198,10 @@ Outputs: SolutionUuid: Value: !GetAtt CreateSolutionUuid.Uuid Description: SolutionUuid + ResourcePrefix: + Value: !Ref ResourcePrefix + Description: ResourcePrefix + # Unified State Machine Status change Event Bus + UnifiedStateMachineStatusBusName: + Value: !GetAtt UnifiedStateMachineStatusBus.Name + Description: UnifiedStateMachineStatusBusName diff --git a/deployment/media2cloud-graph-stack.yaml b/deployment/media2cloud-graph-stack.yaml new file mode 100644 index 0000000..6b5be3e --- /dev/null +++ b/deployment/media2cloud-graph-stack.yaml @@ -0,0 +1,1394 @@ +AWSTemplateFormatVersion: "2010-09-09" + +Description: Media2Cloud Graph Stack - create Amazon Neptune Serverless resources for knowledge graph use case. Version %%VERSION%% + +Mappings: + Workflow: + GraphCustomResources: + Package: "%%PKG_CUSTOM_RESOURCES%%" + Name: customresources-graph + GraphIndexer: + Package: "%%PKG_GRAPH_INDEXER%%" + Name: graph-indexer + GraphApi: + Package: "%%PKG_GRAPH_API%%" + Name: graph-api + # Handle events from the following state machines + StateMachine: + IngestMain: ingest-main + AnalysisMain: analysis-main + AssetRemoval: asset-removal + UpdateFaceIndexer: update-face-indexer + Layer: + Gremlin: + Package: "%%LAYER_GREMLIN%%" + Name: gremlin + Neptune: + DBClusterIdentifier: + Suffix: graph + DBInstance: + Class: db.serverless + Engine: + Name: neptune + Version: 1.2.1.0 + Capacity: + Minimum: 1 + Maximum: 32 + APIGW: + Stage: + Name: demo + Build: + Version: "%%VERSION%%" + Node: + Runtime: + Version: nodejs20.x + +Parameters: + S3Bucket: + Type: String + Description: S3Bucket + KeyPrefix: + Type: String + Description: KeyPrefix + SolutionId: + Type: String + Description: SolutionId + SolutionLowerCaseId: + Type: String + Description: SolutionLowerCaseId + ResourcePrefix: + Type: String + Description: ResourcePrefix + CustomUserAgent: + Type: String + Description: CustomUserAgent + CidrBlock: + Type: String + Description: CidrBlock + AwsSdkLayer: + Type: String + Description: AwsSdkLayer + CoreLibLayer: + Type: String + Description: CoreLibLayer + SolutionUuid: + Type: String + Description: SolutionUuid + IngestBucket: + Type: String + Description: IngestBucket + ProxyBucket: + Type: String + Description: ProxyBucket + # Workflow event bus + UnifiedStateMachineStatusBusName: + Type: String + Description: UnifiedStateMachineStatusBusName + +Resources: + ################################################################################ + # + # Private VPC for Amazon Neptune Graph + # + ################################################################################ + NeptuneVPC: + Type: AWS::EC2::VPC + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W60 + reason: Not using flow log + Properties: + CidrBlock: !Ref CidrBlock + EnableDnsSupport: true + EnableDnsHostnames: true + Tags: + - + Key: Name + Value: Media2Cloud Knowledge Graph + - + Key: SolutionId + Value: !Ref SolutionId + - + Key: ResourcePrefix + Value: !Ref ResourcePrefix + + VpcEndpointSecurityGroup: + Type: AWS::EC2::SecurityGroup + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W28 + reason: Explicitly assigned with predefined names to track + Properties: + VpcId: !Ref NeptuneVPC + GroupName: Media2Cloud Knowledge Graph Security Group + GroupDescription: !Sub Neptune and VPCE security group for ${NeptuneVPC} + SecurityGroupIngress: + - + IpProtocol: tcp + Description: VPC Endpoints + FromPort: 443 + ToPort: 443 + SourceSecurityGroupId: !GetAtt NeptuneVPC.DefaultSecurityGroup + SourceSecurityGroupOwnerId: !Ref AWS::AccountId + - + IpProtocol: tcp + Description: Neptune Cluster + FromPort: 8182 + ToPort: 8182 + SourceSecurityGroupId: !GetAtt NeptuneVPC.DefaultSecurityGroup + SourceSecurityGroupOwnerId: !Ref AWS::AccountId + SecurityGroupEgress: + - + IpProtocol: tcp + Description: VPC Endpoints (Egress rule) + FromPort: 443 + ToPort: 443 + DestinationSecurityGroupId: !GetAtt NeptuneVPC.DefaultSecurityGroup + - + IpProtocol: tcp + Description: Neptune Cluster (Egress rule) + FromPort: 8182 + ToPort: 8182 + DestinationSecurityGroupId: !GetAtt NeptuneVPC.DefaultSecurityGroup + Tags: + - + Key: Name + Value: Media2Cloud Knowledge Graph + - + Key: SolutionId + Value: !Ref SolutionId + - + Key: ResourcePrefix + Value: !Ref ResourcePrefix + + PrivateSubnet01: + Type: AWS::EC2::Subnet + Properties: + VpcId: !Ref NeptuneVPC + AvailabilityZone: !Select + - 0 + - !GetAZs "" + CidrBlock: !Select + - 0 + - !Cidr + - !GetAtt NeptuneVPC.CidrBlock + - 3 + - 8 + MapPublicIpOnLaunch: false + Tags: + - + Key: Name + Value: Media2Cloud Knowledge Graph (az-1) + - + Key: SolutionId + Value: !Ref SolutionId + - + Key: ResourcePrefix + Value: !Ref ResourcePrefix + + PrivateSubnet02: + Type: AWS::EC2::Subnet + Properties: + VpcId: !Ref NeptuneVPC + AvailabilityZone: !Select + - 1 + - !GetAZs "" + CidrBlock: !Select + - 1 + - !Cidr + - !GetAtt NeptuneVPC.CidrBlock + - 3 + - 8 + MapPublicIpOnLaunch: false + Tags: + - + Key: Name + Value: Media2Cloud Knowledge Graph (az-2) + - + Key: SolutionId + Value: !Ref SolutionId + - + Key: ResourcePrefix + Value: !Ref ResourcePrefix + + PrivateSubnet03: + Type: AWS::EC2::Subnet + Properties: + VpcId: !Ref NeptuneVPC + AvailabilityZone: !Select + - 2 + - !GetAZs "" + CidrBlock: !Select + - 2 + - !Cidr + - !GetAtt NeptuneVPC.CidrBlock + - 3 + - 8 + MapPublicIpOnLaunch: false + Tags: + - + Key: Name + Value: Media2Cloud Knowledge Graph (az-3) + - + Key: SolutionId + Value: !Ref SolutionId + - + Key: ResourcePrefix + Value: !Ref ResourcePrefix + + # + # RouteTable is created for Gateway endpoints (S3 and DynamoDB) + # For services that support PrivateLink such as Transcribe, use Interface + # endpoint instead. + # + PrivateRouteTable: + Type: AWS::EC2::RouteTable + Properties: + VpcId: !Ref NeptuneVPC + Tags: + - + Key: Name + Value: Media2Cloud Route Table for S3 Gateway endponit + - + Key: SolutionId + Value: !Ref SolutionId + - + Key: ResourcePrefix + Value: !Ref ResourcePrefix + + PrivateSubnet01RouteTableAssociation: + Type: AWS::EC2::SubnetRouteTableAssociation + Properties: + SubnetId: !Ref PrivateSubnet01 + RouteTableId: !Ref PrivateRouteTable + + PrivateSubnet02RouteTableAssociation: + Type: AWS::EC2::SubnetRouteTableAssociation + Properties: + SubnetId: !Ref PrivateSubnet02 + RouteTableId: !Ref PrivateRouteTable + + PrivateSubnet03RouteTableAssociation: + Type: AWS::EC2::SubnetRouteTableAssociation + Properties: + SubnetId: !Ref PrivateSubnet03 + RouteTableId: !Ref PrivateRouteTable + + S3Endpoint: + Type: AWS::EC2::VPCEndpoint + Properties: + PolicyDocument: + Version: "2012-10-17" + Statement: + # Read objects on IngestBucket + - + Effect: Allow + Principal: "*" + Action: s3:ListBucket + Resource: !Sub arn:aws:s3:::${IngestBucket} + - + Effect: Allow + Principal: "*" + Action: s3:GetObject + Resource: !Sub arn:aws:s3:::${IngestBucket}/* + # Read/write objects on ProxyBucket + - + Effect: Allow + Principal: "*" + Action: s3:ListBucket + Resource: !Sub arn:aws:s3:::${ProxyBucket} + - + Effect: Allow + Principal: "*" + Action: + - s3:GetObject + - s3:PutObject + Resource: !Sub arn:aws:s3:::${ProxyBucket}/* + VpcEndpointType: Gateway + ServiceName: !Sub com.amazonaws.${AWS::Region}.s3 + VpcId: !Ref NeptuneVPC + RouteTableIds: + - !Ref PrivateRouteTable + + CloudWatchLogEndpoint: + Type: AWS::EC2::VPCEndpoint + Properties: + PolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Principal: "*" + Action: + - logs:CreateLogGroup + - logs:CreateLogStream + - logs:PutLogEvents + Resource: "*" + VpcEndpointType: Interface + ServiceName: !Sub com.amazonaws.${AWS::Region}.logs + VpcId: !Ref NeptuneVPC + PrivateDnsEnabled: true + SubnetIds: + - !Ref PrivateSubnet01 + - !Ref PrivateSubnet02 + - !Ref PrivateSubnet03 + + XrayEndpoint: + Type: AWS::EC2::VPCEndpoint + Properties: + PolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Principal: "*" + Action: + - xray:PutTraceSegments + - xray:PutTelemetryRecords + - xray:GetSamplingRules + - xray:GetSamplingTargets + - xray:GetSamplingStatisticSummaries + Resource: "*" + VpcEndpointType: Interface + ServiceName: !Sub com.amazonaws.${AWS::Region}.xray + VpcId: !Ref NeptuneVPC + PrivateDnsEnabled: true + SubnetIds: + - !Ref PrivateSubnet01 + - !Ref PrivateSubnet02 + - !Ref PrivateSubnet03 + + ################################################################################ + # + # Custom Resources to create Amazon Neptune Serverless cluster and instances + # + ################################################################################ + GraphCustomResourcesLogGroup: + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W84 + reason: Use default encryption. Disable additional KMS encryption requirement. https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/encrypt-log-data-kms.html + Type: AWS::Logs::LogGroup + Properties: + LogGroupName: !Sub + - /aws/lambda/${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - GraphCustomResources + - Name + RetentionInDays: 7 + + GraphCustomResourcesRole: + Type: AWS::IAM::Role + Properties: + AssumeRolePolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: sts:AssumeRole + Principal: + Service: lambda.amazonaws.com + Path: !Sub /${ResourcePrefix}/ + ManagedPolicyArns: + - arn:aws:iam::aws:policy/AWSXRayDaemonWriteAccess + - arn:aws:iam::aws:policy/NeptuneFullAccess + Policies: + - + PolicyName: !Sub ${ResourcePrefix}-graph + PolicyDocument: + Version: "2012-10-17" + Statement: + ## CloudWatch Logs + - + Effect: Allow + Action: + - logs:CreateLogGroup + - logs:CreateLogStream + - logs:PutLogEvents + Resource: !GetAtt GraphCustomResourcesLogGroup.Arn + + GraphCustomResourcesLambda: + Type: AWS::Lambda::Function + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W89 + reason: Workflow not using VPC + - + id: W92 + reason: Workflow not limiting simultaneous executions + Properties: + FunctionName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - GraphCustomResources + - Name + Description: !Sub (${SolutionLowerCaseId}) Custom resource to create Amazon Neptune Serverless + Runtime: !FindInMap + - Node + - Runtime + - Version + MemorySize: 256 + Timeout: 900 + Handler: index.handler + Role: !GetAtt GraphCustomResourcesRole.Arn + Code: + S3Bucket: !Ref S3Bucket + S3Key: !Sub + - ${KeyPrefix}/${package} + - package: !FindInMap + - Workflow + - GraphCustomResources + - Package + TracingConfig: + Mode: Active + Environment: + Variables: + ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId + ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent + Tags: + - + Key: SolutionId + Value: !Ref SolutionId + - + Key: ResourcePrefix + Value: !Ref ResourcePrefix + + ################################################################################ + # + # Amazon Neptune Serverless resources + # * DBSubnetGroup + # * DBCluster + # * DBInstance (x2) + # + ################################################################################ + NeptuneDBSubnetGroup: + Type: AWS::Neptune::DBSubnetGroup + Properties: + DBSubnetGroupDescription: Media2Cloud Knowledge Graph Subnet Group + DBSubnetGroupName: !Sub ${ResourcePrefix}-subnet-group + SubnetIds: + - !Ref PrivateSubnet01 + - !Ref PrivateSubnet02 + - !Ref PrivateSubnet03 + Tags: + - + Key: SolutionId + Value: !Ref SolutionId + - + Key: ResourcePrefix + Value: !Ref ResourcePrefix + + NeptuneDBCluster: + Type: Custom::NeptuneDBCluster + Properties: + ServiceToken: !GetAtt GraphCustomResourcesLambda.Arn + Data: + DBClusterIdentifier: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Neptune + - DBClusterIdentifier + - Suffix + Engine: !FindInMap + - Neptune + - Engine + - Name + EngineVersion: !FindInMap + - Neptune + - Engine + - Version + DeletionProtection: false + StorageEncrypted: true + ServerlessV2ScalingConfiguration: + MinCapacity: !FindInMap + - Neptune + - Capacity + - Minimum + MaxCapacity: !FindInMap + - Neptune + - Capacity + - Maximum + DBSubnetGroupName: !Ref NeptuneDBSubnetGroup + AvailabilityZones: + - !Select + - 0 + - !GetAZs "" + - !Select + - 1 + - !GetAZs "" + - !Select + - 2 + - !GetAZs "" + VpcSecurityGroupIds: + - !GetAtt NeptuneVPC.DefaultSecurityGroup + Tags: + - + Key: SolutionId + Value: !Ref SolutionId + - + Key: ResourcePrefix + Value: !Ref ResourcePrefix + + NeptuneDBInstance01: + Type: Custom::NeptuneDBInstance + Properties: + ServiceToken: !GetAtt GraphCustomResourcesLambda.Arn + Data: + DBClusterIdentifier: !GetAtt NeptuneDBCluster.DBClusterIdentifier + DBInstanceIdentifier: !Sub ${NeptuneDBCluster.DBClusterIdentifier}-01 + DBInstanceClass: !FindInMap + - Neptune + - DBInstance + - Class + Engine: !FindInMap + - Neptune + - Engine + - Name + EngineVersion: !FindInMap + - Neptune + - Engine + - Version + MultiAZ: false + StorageEncrypted: true + Tags: + - + Key: SolutionId + Value: !Ref SolutionId + - + Key: ResourcePrefix + Value: !Ref ResourcePrefix + + NeptuneDBInstance02: + Type: Custom::NeptuneDBInstance + Properties: + ServiceToken: !GetAtt GraphCustomResourcesLambda.Arn + Data: + DBClusterIdentifier: !GetAtt NeptuneDBCluster.DBClusterIdentifier + DBInstanceIdentifier: !Sub ${NeptuneDBCluster.DBClusterIdentifier}-02 + DBInstanceClass: !FindInMap + - Neptune + - DBInstance + - Class + Engine: !FindInMap + - Neptune + - Engine + - Name + EngineVersion: !FindInMap + - Neptune + - Engine + - Version + MultiAZ: false + StorageEncrypted: true + Tags: + - + Key: SolutionId + Value: !Ref SolutionId + - + Key: ResourcePrefix + Value: !Ref ResourcePrefix + + ################################################################################ + # + # AWS Lambda Layers + # * Gremlin + # + ################################################################################ + GremlinLayer: + Type: AWS::Lambda::LayerVersion + Properties: + LayerName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Layer + - Gremlin + - Name + CompatibleArchitectures: + - x86_64 + CompatibleRuntimes: + - !FindInMap + - Node + - Runtime + - Version + Content: + S3Bucket: !Ref S3Bucket + S3Key: !Sub + - ${KeyPrefix}/${package} + - package: !FindInMap + - Layer + - Gremlin + - Package + Description: !Sub (${ResourcePrefix}) Gremlin NodeJS layer + LicenseInfo: Apache-2.0 + + ################################################################################ + # + # Graph Indexer State Machine + # + ################################################################################ + GraphIndexerLogGroup: + Type: AWS::Logs::LogGroup + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W84 + reason: Use default encryption. Disable additional KMS encryption requirement. https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/encrypt-log-data-kms.html + Properties: + LogGroupName: !Sub + - /aws/lambda/${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - GraphIndexer + - Name + RetentionInDays: 7 + + GraphIndexerRole: + Type: AWS::IAM::Role + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W11 + reason: Wildcard character required for ec2:CreateNetworkInterface, DeleteNetworkInterface, and DescribeNetworkInterfaces to run lambda within VPC + Properties: + AssumeRolePolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: sts:AssumeRole + Principal: + Service: lambda.amazonaws.com + Path: !Sub /${ResourcePrefix}/ + ManagedPolicyArns: + - arn:aws:iam::aws:policy/AWSXRayDaemonWriteAccess + Policies: + - + PolicyName: !Sub ${ResourcePrefix}-graph-indexer + PolicyDocument: + Version: "2012-10-17" + Statement: + # CloudWatch Logs + - + Effect: Allow + Action: + - logs:CreateLogGroup + - logs:CreateLogStream + - logs:PutLogEvents + Resource: !GetAtt GraphIndexerLogGroup.Arn + # VPC endpoint + - + Effect: Allow + Action: + - ec2:CreateNetworkInterface + - ec2:DeleteNetworkInterface + - ec2:DescribeNetworkInterfaces + Resource: "*" + # S3 + - + Effect: Allow + Action: s3:GetObject + Resource: !Sub arn:aws:s3:::${IngestBucket}/* + - + Effect: Allow + Action: + - s3:GetObject + - s3:PutObject + Resource: !Sub arn:aws:s3:::${ProxyBucket}/* + # Amazon Neptune + - + Effect: Allow + Action: + - neptune-db:ReadDataViaQuery + - neptune-db:WriteDataViaQuery + - neptune-db:DeleteDataViaQuery + Resource: !Sub arn:aws:neptune-db:${AWS::Region}:${AWS::AccountId}:${NeptuneDBCluster.DBClusterIdentifier}/* + Condition: + StringEquals: + neptune-db:QueryLanguage: Gremlin + + GraphIndexerLambda: + Type: AWS::Lambda::Function + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W89 + reason: Workflow not using VPC + - + id: W92 + reason: Workflow not limiting simultaneous executions + Properties: + FunctionName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - GraphIndexer + - Name + Description: !Sub (${SolutionLowerCaseId}) Graph Indexer state machine lambda + Runtime: !FindInMap + - Node + - Runtime + - Version + MemorySize: 1739 + Timeout: 900 + Handler: index.handler + Role: !GetAtt GraphIndexerRole.Arn + VpcConfig: + SubnetIds: + - !Ref PrivateSubnet01 + - !Ref PrivateSubnet02 + - !Ref PrivateSubnet03 + SecurityGroupIds: + - !GetAtt NeptuneVPC.DefaultSecurityGroup + Code: + S3Bucket: !Ref S3Bucket + S3Key: !Sub + - ${KeyPrefix}/${package} + - package: !FindInMap + - Workflow + - GraphIndexer + - Package + Layers: + - !Ref CoreLibLayer + - !Ref GremlinLayer + - !Ref AwsSdkLayer + TracingConfig: + Mode: Active + Environment: + Variables: + ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId + ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent + ENV_SOLUTION_UUID: !Ref SolutionUuid + ENV_SOLUTION_ID: !Ref SolutionId + ENV_RESOURCE_PREFIX: !Ref ResourcePrefix + ENV_NEPTUNE_ENDPOINT: !GetAtt NeptuneDBCluster.Endpoint + ENV_NEPTUNE_ENDPOINT_RO: !GetAtt NeptuneDBCluster.ReaderEndpoint + + GraphIndexerStateMachineServiceRole: + Type: AWS::IAM::Role + Properties: + AssumeRolePolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: sts:AssumeRole + Principal: + Service: !Sub states.${AWS::Region}.amazonaws.com + Path: !Sub /${ResourcePrefix}/ + ManagedPolicyArns: + - arn:aws:iam::aws:policy/AWSXRayDaemonWriteAccess + Policies: + - + PolicyName: !Sub ${ResourcePrefix}-graph-indexer-role + PolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: lambda:InvokeFunction + Resource: !GetAtt GraphIndexerLambda.Arn + + GraphIndexerStateMachine: + Type: AWS::StepFunctions::StateMachine + Properties: + StateMachineName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - GraphIndexer + - Name + StateMachineType: STANDARD + RoleArn: !GetAtt GraphIndexerStateMachineServiceRole.Arn + TracingConfiguration: + Enabled: true + DefinitionString: + !Sub |- + { + "StartAt": "Index results", + "States": { + "Index results": { + "Type": "Task", + "Resource": "${GraphIndexerLambda.Arn}", + "End": true + } + } + } + Tags: + - + Key: Name + Value: Media2Cloud Knowledge Graph + - + Key: SolutionId + Value: !Ref SolutionId + - + Key: ResourcePrefix + Value: !Ref ResourcePrefix + + ################################################################################ + # + # APIGW: front Amazon Neptune cluster with the Gremlin Query API Lambda + # * API Lambda /graph resources + # * Rest API + # * Deployment + # * Api Key (usage tracker) + # * Usage Plan + # + ################################################################################ + GraphApiLogGroup: + Type: AWS::Logs::LogGroup + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W84 + reason: Use default encryption. Disable additional KMS encryption requirement. https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/encrypt-log-data-kms.html + Properties: + LogGroupName: !Sub + - /aws/lambda/${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - GraphApi + - Name + RetentionInDays: 7 + + GraphApiRole: + Type: AWS::IAM::Role + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W11 + reason: Wildcard character required for ec2:CreateNetworkInterface, DeleteNetworkInterface, and DescribeNetworkInterfaces to run lambda within VPC + Properties: + AssumeRolePolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: sts:AssumeRole + Principal: + Service: lambda.amazonaws.com + Path: / + ManagedPolicyArns: + - arn:aws:iam::aws:policy/AWSXRayDaemonWriteAccess + Policies: + - + PolicyName: graph-api-policy + PolicyDocument: + Version: "2012-10-17" + Statement: + # CloudWatch Logs + - + Effect: Allow + Action: + - logs:CreateLogGroup + - logs:CreateLogStream + - logs:PutLogEvents + Resource: !GetAtt GraphApiLogGroup.Arn + # VPC endpoint + - + Effect: Allow + Action: + - ec2:CreateNetworkInterface + - ec2:DeleteNetworkInterface + - ec2:DescribeNetworkInterfaces + Resource: "*" + # Amazon Neptune + - + Effect: Allow + Action: neptune-db:ReadDataViaQuery + Resource: !Sub arn:aws:neptune-db:${AWS::Region}:${AWS::AccountId}:${NeptuneDBCluster.DBClusterIdentifier}/* + Condition: + StringEquals: + neptune-db:QueryLanguage: Gremlin + + GraphApiLambda: + Type: AWS::Lambda::Function + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W92 + reason: Workflow not limiting simultaneous executions + Properties: + FunctionName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - GraphApi + - Name + Description: !Sub (${ResourcePrefix}) /graph api endpoint lambda + Runtime: !FindInMap + - Node + - Runtime + - Version + MemorySize: 1739 + Timeout: 900 + Handler: index.handler + Role: !GetAtt GraphApiRole.Arn + VpcConfig: + SubnetIds: + - !Ref PrivateSubnet01 + - !Ref PrivateSubnet02 + - !Ref PrivateSubnet03 + SecurityGroupIds: + - !GetAtt NeptuneVPC.DefaultSecurityGroup + Code: + S3Bucket: !Ref S3Bucket + S3Key: !Sub + - ${KeyPrefix}/${package} + - package: !FindInMap + - Workflow + - GraphApi + - Package + Layers: + - !Ref CoreLibLayer + - !Ref GremlinLayer + - !Ref AwsSdkLayer + TracingConfig: + Mode: Active + Environment: + Variables: + ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId + ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent + ENV_SOLUTION_UUID: !Ref SolutionUuid + ENV_SOLUTION_ID: !Ref SolutionId + ENV_RESOURCE_PREFIX: !Ref ResourcePrefix + ENV_NEPTUNE_ENDPOINT_RO: !GetAtt NeptuneDBCluster.ReaderEndpoint + + ApiRole: + Type: AWS::IAM::Role + Properties: + AssumeRolePolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: sts:AssumeRole + Principal: + Service: apigateway.amazonaws.com + Path: / + Policies: + - + PolicyName: imdb-api-role-policy + PolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: lambda:InvokeFunction + Resource: !GetAtt GraphApiLambda.Arn + + RestApi: + Type: AWS::ApiGateway::RestApi + Properties: + Description: !Sub (${ResourcePrefix}) Media2Cloud Knowledge Graph api endpoint + DisableExecuteApiEndpoint: false + EndpointConfiguration: + Types: + - REGIONAL + Body: + openapi: 3.0.1 + info: + title: !Sub ${ResourcePrefix}-graph-api + description: !Sub (${ResourcePrefix}) Media2Cloud Knowledge Graph api endpoint + version: !FindInMap + - APIGW + - Build + - Version + paths: + /graph: + get: + parameters: + # x-api-key (track usage) + - + name: x-api-key + in: header + required: true + schema: + type: string + responses: + "200": + description: 200 response + content: + application/json: + schema: + $ref: "#/components/schemas/Empty" + security: + - sigv4: [] + - api_key: [] + x-amazon-apigateway-integration: + credentials: !GetAtt ApiRole.Arn + httpMethod: POST + uri: !Sub arn:aws:apigateway:${AWS::Region}:lambda:path/2015-03-31/functions/${GraphApiLambda.Arn}/invocations + responses: + default: + statusCode: "200" + passthroughBehavior: when_no_templates + timeoutInMillis: 29000 + contentHandling: CONVERT_TO_TEXT + type: aws_proxy + options: + responses: + "200": + description: 200 response + content: + application/json: + schema: + $ref: "#/components/schemas/Empty" + x-amazon-apigateway-integration: + credentials: !GetAtt ApiRole.Arn + httpMethod: POST + uri: !Sub arn:aws:apigateway:${AWS::Region}:lambda:path/2015-03-31/functions/${GraphApiLambda.Arn}/invocations + responses: + default: + statusCode: "200" + passthroughBehavior: when_no_templates + contentHandling: CONVERT_TO_TEXT + type: aws_proxy + components: + schemas: + Empty: + title: Empty Schema + type: object + securitySchemes: + sigv4: + type: apiKey + name: Authorization + in: header + x-amazon-apigateway-authtype: awsSigv4 + api_key: + type: apiKey + name: x-api-key + in: header + x-amazon-apigateway-policy: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Principal: "*" + Action: execute-api:Invoke + Resource: !Sub arn:aws:execute-api:${AWS::Region}:${AWS::AccountId}:*/* + + APIGWLogGroup: + Type: AWS::Logs::LogGroup + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W84 + reason: Use default encryption. Disable additional KMS encryption requirement. https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/encrypt-log-data-kms.html + Properties: + LogGroupName: !Sub /apigateway/media2cloud/${ResourcePrefix}-graph-api + RetentionInDays: 7 + + Deployment: + Type: AWS::ApiGateway::Deployment + Properties: + Description: !Sub (${ResourcePrefix}) Media2Cloud Knowledge Graph deployment + RestApiId: !Ref RestApi + StageName: !FindInMap + - APIGW + - Stage + - Name + StageDescription: + Description: !Sub (${ResourcePrefix}) Media2Cloud Knowledge Graph stage + LoggingLevel: ERROR + AccessLogSetting: + DestinationArn: !GetAtt APIGWLogGroup.Arn + Format: $context.identity.sourceIp $context.identity.caller $context.identity.user [$context.requestTime] \"$context.httpMethod $context.resourcePath $context.protocol\" $context.status $context.responseLength $context.requestId + MethodSettings: + - + ResourcePath: /~1graph + HttpMethod: OPTIONS + - + ResourcePath: /~1graph + HttpMethod: GET + + GraphOPTIONSOperation: + Type: AWS::Lambda::Permission + Properties: + Action: lambda:InvokeFunction + FunctionName: !GetAtt GraphApiLambda.Arn + Principal: apigateway.amazonaws.com + SourceArn: !Sub + - arn:aws:execute-api:${AWS::Region}:${AWS::AccountId}:${RestApi}/${stageName}/OPTIONS/graph + - stageName: !FindInMap + - APIGW + - Stage + - Name + + GraphGETOperation: + Type: AWS::Lambda::Permission + Properties: + Action: lambda:InvokeFunction + FunctionName: !GetAtt GraphApiLambda.Arn + Principal: apigateway.amazonaws.com + SourceArn: !Sub + - arn:aws:execute-api:${AWS::Region}:${AWS::AccountId}:${RestApi}/${stageName}/GET/graph + - stageName: !FindInMap + - APIGW + - Stage + - Name + + ApiKey: + Type: AWS::ApiGateway::ApiKey + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W28 + reason: Explicitly assigned with predefined names to track + Properties: + Name: !Sub ${ResourcePrefix}-graph-apikey + Value: !Ref SolutionUuid + Description: !Sub (${ResourcePrefix}) Media2Cloud Knowledge Graph API Key + Enabled: true + + UsagePlan: + DependsOn: Deployment + Type: AWS::ApiGateway::UsagePlan + Properties: + UsagePlanName: !Sub ${ResourcePrefix}-graph-api-usage-plan + Description: !Sub (${ResourcePrefix}) Media2Cloud Knowledge Graph Usage Plan + ApiStages: + - + ApiId: !Ref RestApi + Stage: !FindInMap + - APIGW + - Stage + - Name + Quota: + Limit: 50000 + Offset: 0 + Period: DAY + Throttle: + BurstLimit: 1000 + RateLimit: 3000.0 + + UsagePlanKey: + Type: AWS::ApiGateway::UsagePlanKey + Properties: + KeyType: API_KEY + KeyId: !Ref ApiKey + UsagePlanId: !Ref UsagePlan + + ################################################################################ + # + # EventBridge: Integrate to workflow events to run Graph Indexer state machine + # + ################################################################################ + RunGraphIndexerStateMachineLogGroup: + Type: AWS::Logs::LogGroup + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W84 + reason: Use default encryption. Disable additional KMS encryption requirement. https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/encrypt-log-data-kms.html + Properties: + LogGroupName: !Sub /aws/events/${GraphIndexerStateMachine.Name} + RetentionInDays: 7 + + RunGraphIndexerStateMachineRole: + Type: AWS::IAM::Role + Properties: + AssumeRolePolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: sts:AssumeRole + Principal: + Service: events.amazonaws.com + Path: !Sub /${ResourcePrefix}/ + Policies: + - + PolicyName: !Sub ${ResourcePrefix}-RunGraphIndexerStateMachineRole + PolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: states:StartExecution + Resource: !GetAtt GraphIndexerStateMachine.Arn + - + Effect: Allow + Action: + - logs:CreateLogGroup + - logs:CreateLogStream + - logs:PutLogEvents + Resource: !GetAtt RunGraphIndexerStateMachineLogGroup.Arn + + RunGraphIndexerStateMachineEvent: + Type: AWS::Events::Rule + Properties: + Name: !Sub ${ResourcePrefix}-RunGraphIndexerStateMachine + Description: Run Graph Indexer State Machine when Ingest, Analysis, or AssetRemoval state machine is completed + EventBusName: !Ref UnifiedStateMachineStatusBusName + EventPattern: + source: + - aws.states + region: + - !Ref AWS::Region + detail-type: + - Step Functions Execution Status Change + detail: + status: + - SUCCEEDED + stateMachineArn: + - !Sub + - arn:aws:states:${AWS::Region}:${AWS::AccountId}:stateMachine:${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - StateMachine + - IngestMain + - !Sub + - arn:aws:states:${AWS::Region}:${AWS::AccountId}:stateMachine:${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - StateMachine + - AnalysisMain + - !Sub + - arn:aws:states:${AWS::Region}:${AWS::AccountId}:stateMachine:${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - StateMachine + - AssetRemoval + - !Sub + - arn:aws:states:${AWS::Region}:${AWS::AccountId}:stateMachine:${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - StateMachine + - UpdateFaceIndexer + State: ENABLED + Targets: + - + Id: !Sub ${ResourcePrefix}-LogEvents + Arn: !Sub arn:aws:logs:${AWS::Region}:${AWS::AccountId}:log-group:${RunGraphIndexerStateMachineLogGroup} + - + Id: !Sub Id-${GraphIndexerStateMachine.Name} + Arn: !GetAtt GraphIndexerStateMachine.Arn + RoleArn: !GetAtt RunGraphIndexerStateMachineRole.Arn + +Outputs: + # VPC + NeptuneVPC: + Value: !Ref NeptuneVPC + Description: NeptuneVPC + SubnetIds: + Value: !Join + - "," + - - !Ref PrivateSubnet01 + - !Ref PrivateSubnet02 + - !Ref PrivateSubnet03 + + Description: SubnetIds + SecurityGroupIds: + Value: !Join + - "," + - - !GetAtt NeptuneVPC.DefaultSecurityGroup + Description: SecurityGroupIds + # DB cluster outputs + NeptuneDBClusterIdentifier: + Description: NeptuneDBClusterIdentifier + Value: !GetAtt NeptuneDBCluster.DBClusterIdentifier + NeptuneDBClusterAZs: + Description: NeptuneDBClusterAZs + Value: !GetAtt NeptuneDBCluster.AvailabilityZones + NeptuneVpcSecurityGroupIds: + Description: NeptuneVpcSecurityGroupIds + Value: !GetAtt NeptuneDBCluster.VpcSecurityGroupIds + # DB instance01 outputs + NeptuneDBInstanceIdentifier01: + Description: NeptuneDBInstanceIdentifier01 + Value: !GetAtt NeptuneDBInstance01.DBInstanceIdentifier + NeptuneDBInstance01SubnetIds: + Description: NeptuneDBInstance01SubnetIds + Value: !GetAtt NeptuneDBInstance01.SubnetIdentifiers + NeptuneDBInstance01SubnetAZs: + Description: NeptuneDBInstance01SubnetAZs + Value: !GetAtt NeptuneDBInstance01.SubnetAvailabilityZones + NeptuneDBInstance01VpcId: + Description: NeptuneDBInstance01VpcId + Value: !GetAtt NeptuneDBInstance01.VpcId + NeptuneDBInstance01VpcSecurityGroupIds: + Description: NeptuneDBInstance01VpcSecurityGroupIds + Value: !GetAtt NeptuneDBInstance01.VpcSecurityGroupIds + # DB instance02 outputs + NeptuneDBInstanceIdentifier02: + Description: NeptuneDBInstanceIdentifier02 + Value: !GetAtt NeptuneDBInstance02.DBInstanceIdentifier + NeptuneDBInstance02SubnetIds: + Description: NeptuneDBInstance02SubnetIds + Value: !GetAtt NeptuneDBInstance02.SubnetIdentifiers + NeptuneDBInstance02SubnetAZs: + Description: NeptuneDBInstance02SubnetAZs + Value: !GetAtt NeptuneDBInstance02.SubnetAvailabilityZones + NeptuneDBInstance02VpcId: + Description: NeptuneDBInstance02VpcId + Value: !GetAtt NeptuneDBInstance02.VpcId + NeptuneDBInstance02VpcSecurityGroupIds: + Description: NeptuneDBInstance02VpcSecurityGroupIds + Value: !GetAtt NeptuneDBInstance02.VpcSecurityGroupIds + NeptuneWriteEndpoint: + Description: NeptuneWriteEndpoint + Value: !GetAtt NeptuneDBCluster.Endpoint + NeptuneReadEndpoint: + Description: NeptuneReadEndpoint + Value: !GetAtt NeptuneDBCluster.ReaderEndpoint + # GraphIndexer state machine + GraphIndexerStateMachineName: + Value: !GetAtt GraphIndexerStateMachine.Name + Description: GraphIndexerStateMachineName + GraphIndexerStateMachineArn: + Value: !GetAtt GraphIndexerStateMachine.Arn + Description: GraphIndexerStateMachineArn + GraphIndexerLambdaArn: + Value: !GetAtt GraphIndexerLambda.Arn + Description: GraphIndexerLambdaArn + # APIGW + GraphApiLambdaArn: + Value: !GetAtt GraphApiLambda.Arn + Description: GraphApiLambdaArn + ApiId: + Value: !Ref RestApi + Description: ApiId + ApiEndpoint: + Value: !Sub + - https://${RestApi}.execute-api.${AWS::Region}.amazonaws.com/${stageName} + - stageName: !FindInMap + - APIGW + - Stage + - Name + Description: ApiEndpoint + DeploymentId: + Value: !Ref Deployment + Description: DeploymentId + StageName: + Value: !FindInMap + - APIGW + - Stage + - Name + Description: StageName + ApiKey: + Value: !Ref SolutionUuid + Description: ApiKey + ApiKeyId: + Value: !Ref ApiKey + Description: ApiKeyId + UsagePlanId: + Value: !Ref UsagePlan + Description: UsagePlanId diff --git a/deployment/media2cloud-shoppable-stack.yaml b/deployment/media2cloud-shoppable-stack.yaml new file mode 100644 index 0000000..7ff847b --- /dev/null +++ b/deployment/media2cloud-shoppable-stack.yaml @@ -0,0 +1,1479 @@ +AWSTemplateFormatVersion: "2010-09-09" + +Description: Media2Cloud Shoppable Stack - create Amazon OpenSearch w/ KNN enabled, Amazon API Gateway to connect to eCommerce APIs, Shoppable state machine. Version %%VERSION%% + +Mappings: + Workflow: + ShoppableCustomResources: + Package: "%%PKG_CUSTOM_RESOURCES%%" + Name: customresources-shoppable + # Shoppable State Machine + Shoppable: + Name: shoppable + DetectShoppableItems: + Name: detect-shoppable-items + AnalysisShoppable: + Package: "%%PKG_ANALYSIS_SHOPPABLE%%" + Name: analysis-shoppable + # API Connector to eCommerce site + ShoppableApi: + Package: "%%PKG_SHOPPABLE_API%%" + Name: shoppable-api + # Handle events from the following state machines + StateMachine: + DynamicFrameSegmentation: dynamic-frame-segmentation + AssetRemoval: asset-removal + DynamoDB: + Shoppable: + Suffix: shoppable + PartitionKey: uuid + OpenSearch: + Engine: + Version: OpenSearch_2.11 + Domain: + Name: embed2id + EBSOptions: + VolumeType: gp3 + VolumeSize: 10 + Iops: 3000 + Throughput: 125 + ClusterConfig: + InstanceCount: 1 + InstanceType: m5.large.search + APIGW: + Stage: + Name: demo + Build: + Version: "%%VERSION%%" + SecretsManager: + ECommerceConfig: + Suffix: shoppable/ecommerce/config + Node: + Runtime: + Version: nodejs20.x + +Parameters: + S3Bucket: + Type: String + Description: S3Bucket + KeyPrefix: + Type: String + Description: KeyPrefix + SolutionId: + Type: String + Description: SolutionId + SolutionLowerCaseId: + Type: String + Description: SolutionLowerCaseId + SolutionUuid: + Type: String + Description: SolutionLowerCaseId + ResourcePrefix: + Type: String + Description: ResourcePrefix + CustomUserAgent: + Type: String + Description: CustomUserAgent + AwsSdkLayer: + Type: String + Description: AwsSdkLayer + CoreLibLayer: + Type: String + Description: CoreLibLayer + ProxyBucket: + Type: String + Description: ProxyBucket + ShoppableImageUri: + Type: String + Description: ShoppableImageUri + UnifiedStateMachineStatusBusName: + Type: String + Description: UnifiedStateMachineStatusBusName + +Resources: + ################################################################################ + # + # Amazon OpenSearch cluster (KNN Similarity search) + # + ################################################################################ + OpenSearchApplicationLogGroup: + Type: AWS::Logs::LogGroup + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W84 + reason: Use default encryption. Disable additional KMS encryption requirement. https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/encrypt-log-data-kms.html + Properties: + LogGroupName: !Sub + - /aws/opensearch/domains/${ResourcePrefix}-${name}/opensearch-application-logs + - name: !FindInMap + - OpenSearch + - Domain + - Name + RetentionInDays: 7 + + OpenSearchSlowLogGroup: + Type: AWS::Logs::LogGroup + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W84 + reason: Use default encryption. Disable additional KMS encryption requirement. https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/encrypt-log-data-kms.html + Properties: + LogGroupName: !Sub + - /aws/opensearch/domains/${ResourcePrefix}-${name}/opensearch-slow-logs + - name: !FindInMap + - OpenSearch + - Domain + - Name + RetentionInDays: 7 + + OpenSearchIndexSlowLogGroup: + Type: AWS::Logs::LogGroup + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W84 + reason: Use default encryption. Disable additional KMS encryption requirement. https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/encrypt-log-data-kms.html + Properties: + LogGroupName: !Sub + - /aws/opensearch/domains/${ResourcePrefix}-${name}/opensearch-index-slow-logs + - name: !FindInMap + - OpenSearch + - Domain + - Name + RetentionInDays: 7 + + OpenSearchLogGroupPolicy: + Type: AWS::Logs::ResourcePolicy + DependsOn: + - OpenSearchApplicationLogGroup + - OpenSearchSlowLogGroup + - OpenSearchIndexSlowLogGroup + Properties: + PolicyName: !Sub ${ResourcePrefix}-OpenSearchLogGroup + PolicyDocument: !Sub |- + { + "Version": "2012-10-17", + "Statement": [ + { + "Sid": "OpenSearchLogGroupPolicy", + "Effect": "Allow", + "Principal": { + "Service": [ + "es.amazonaws.com" + ] + }, + "Action": [ + "logs:CreateLogStream", + "logs:PutLogEventsBatch", + "logs:PutLogEvents" + ], + "Resource": [ + "${OpenSearchApplicationLogGroup.Arn}", + "${OpenSearchSlowLogGroup.Arn}", + "${OpenSearchIndexSlowLogGroup.Arn}" + ] + } + ] + } + + OpenSearchCluster: + Type: AWS::OpenSearchService::Domain + DependsOn: + - OpenSearchLogGroupPolicy + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W28 + reason: Explicitly assign predefined domain name to OpenSearch cluster + UpdatePolicy: + EnableVersionUpgrade: true + Properties: + AccessPolicies: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Principal: + AWS: !Ref AWS::AccountId + Action: + - es:ESHttpGet + - es:ESHttpHead + - es:ESHttpPost + - es:ESHttpPut + - es:ESHttpDelete + Resource: + - !Sub + - arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${ResourcePrefix}-${name} + - name: !FindInMap + - OpenSearch + - Domain + - Name + - !Sub + - arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${ResourcePrefix}-${name}/* + - name: !FindInMap + - OpenSearch + - Domain + - Name + LogPublishingOptions: + ES_APPLICATION_LOGS: + CloudWatchLogsLogGroupArn: !GetAtt OpenSearchApplicationLogGroup.Arn + Enabled: true + SEARCH_SLOW_LOGS: + CloudWatchLogsLogGroupArn: !GetAtt OpenSearchSlowLogGroup.Arn + Enabled: true + INDEX_SLOW_LOGS: + CloudWatchLogsLogGroupArn: !GetAtt OpenSearchIndexSlowLogGroup.Arn + Enabled: true + DomainEndpointOptions: + EnforceHTTPS: true + TLSSecurityPolicy: Policy-Min-TLS-1-2-2019-07 + DomainName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - OpenSearch + - Domain + - Name + EBSOptions: + EBSEnabled: true + VolumeType: !FindInMap + - OpenSearch + - EBSOptions + - VolumeType + VolumeSize: !FindInMap + - OpenSearch + - EBSOptions + - VolumeSize + Iops: !FindInMap + - OpenSearch + - EBSOptions + - Iops + Throughput: !FindInMap + - OpenSearch + - EBSOptions + - Throughput + ClusterConfig: + DedicatedMasterEnabled: false + DedicatedMasterCount: !Ref AWS::NoValue + DedicatedMasterType: !Ref AWS::NoValue + InstanceCount: !FindInMap + - OpenSearch + - ClusterConfig + - InstanceCount + InstanceType: !FindInMap + - OpenSearch + - ClusterConfig + - InstanceType + ZoneAwarenessEnabled: false + ZoneAwarenessConfig: !Ref AWS::NoValue + EngineVersion: !FindInMap + - OpenSearch + - Engine + - Version + EncryptionAtRestOptions: + Enabled: true + NodeToNodeEncryptionOptions: + Enabled: true + Tags: + - + Key: SolutionId + Value: !Ref SolutionId + + ################################################################################ + # + # Custom Resources to generate random apikey and create KNN index + # + ################################################################################ + ShoppableCustomResourcesLogGroup: + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W84 + reason: Use default encryption. Disable additional KMS encryption requirement. https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/encrypt-log-data-kms.html + Type: AWS::Logs::LogGroup + Properties: + LogGroupName: !Sub + - /aws/lambda/${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - ShoppableCustomResources + - Name + RetentionInDays: 7 + + ShoppableCustomResourcesRole: + Type: AWS::IAM::Role + Properties: + AssumeRolePolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: sts:AssumeRole + Principal: + Service: lambda.amazonaws.com + Path: !Sub /${ResourcePrefix}/ + ManagedPolicyArns: + - arn:aws:iam::aws:policy/AWSXRayDaemonWriteAccess + - arn:aws:iam::aws:policy/NeptuneFullAccess + Policies: + - + PolicyName: !Sub ${ResourcePrefix}-Shoppable + PolicyDocument: + Version: "2012-10-17" + Statement: + ## CloudWatch Logs + - + Effect: Allow + Action: + - logs:CreateLogGroup + - logs:CreateLogStream + - logs:PutLogEvents + Resource: !GetAtt ShoppableCustomResourcesLogGroup.Arn + # OpenSearch - create KNN indices + - + Effect: Allow + Action: + - es:ESHttpGet + - es:ESHttpHead + - es:ESHttpPost + - es:ESHttpPut + - es:ESHttpDelete + Resource: + - !Sub + - arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${ResourcePrefix}-${name} + - name: !FindInMap + - OpenSearch + - Domain + - Name + - !Sub + - arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${ResourcePrefix}-${name}/* + - name: !FindInMap + - OpenSearch + - Domain + - Name + + ShoppableCustomResourcesLambda: + Type: AWS::Lambda::Function + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W89 + reason: Workflow not using VPC + - + id: W92 + reason: Workflow not limiting simultaneous executions + Properties: + FunctionName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - ShoppableCustomResources + - Name + Description: !Sub (${SolutionLowerCaseId}) Custom resource to create KNN index in OpenSearch + Runtime: !FindInMap + - Node + - Runtime + - Version + MemorySize: 128 + Timeout: 900 + Handler: index.handler + Role: !GetAtt ShoppableCustomResourcesRole.Arn + Code: + S3Bucket: !Ref S3Bucket + S3Key: !Sub + - ${KeyPrefix}/${package} + - package: !FindInMap + - Workflow + - ShoppableCustomResources + - Package + TracingConfig: + Mode: Active + Environment: + Variables: + ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId + ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent + Tags: + - + Key: SolutionId + Value: !Ref SolutionId + - + Key: ResourcePrefix + Value: !Ref ResourcePrefix + + # Create knn index + CreateIndex: + Type: Custom::CreateIndex + DependsOn: + - OpenSearchCluster + Properties: + ServiceToken: !GetAtt ShoppableCustomResourcesLambda.Arn + Data: + DomainEndpoint: !Sub https://${OpenSearchCluster.DomainEndpoint} + UseOpenSearchServerless: 0 + IndexName: !FindInMap + - OpenSearch + - Domain + - Name + Mappings: |- + { + "settings": { + "index": { + "knn": true, + "knn.space_type": "cosinesimil" + } + }, + "mappings": { + "properties": { + "embeddings": { + "type": "knn_vector", + "dimension": 768 + }, + "asin": { + "type": "keyword" + }, + "label": { + "type": "keyword" + }, + "file": { + "type": "text" + }, + "score": { + "type": "float" + } + } + } + } + + ################################################################################ + # + # AWS Secrets Manager + # * Store ECommerce configuration + # + ################################################################################ + ECommerceConfigSecret: + Type: AWS::SecretsManager::Secret + Properties: + Name: !Sub + - ${ResourcePrefix}/${suffix} + - suffix: !FindInMap + - SecretsManager + - ECommerceConfig + - Suffix + Description: !Sub (${ResourcePrefix}) eCommerce configuration + SecretString: !Sub |- + { + "url": "https://PLACEHOLDER", + "apikey": "${ResourcePrefix}" + } + KmsKeyId: alias/aws/secretsmanager + Tags: + - + Key: Name + Value: !Ref ResourcePrefix + + ################################################################################ + # + # APIGW: a connector to communicate with eCommerce APIs + # * API Lambda + # * Rest API + # * Deployment + # * Api Key (usage tracker) + # * Usage Plan + # + ################################################################################ + ShoppableApiLogGroup: + Type: AWS::Logs::LogGroup + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W84 + reason: Use default encryption. Disable additional KMS encryption requirement. https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/encrypt-log-data-kms.html + Properties: + LogGroupName: !Sub + - /aws/lambda/${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - ShoppableApi + - Name + RetentionInDays: 7 + + ShoppableApiRole: + Type: AWS::IAM::Role + Properties: + AssumeRolePolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: sts:AssumeRole + Principal: + Service: lambda.amazonaws.com + Path: / + ManagedPolicyArns: + - arn:aws:iam::aws:policy/AWSXRayDaemonWriteAccess + Policies: + - + PolicyName: ShoppableApiPolicy + PolicyDocument: + Version: "2012-10-17" + Statement: + # CloudWatch Logs + - + Effect: Allow + Action: + - logs:CreateLogGroup + - logs:CreateLogStream + - logs:PutLogEvents + Resource: !GetAtt ShoppableApiLogGroup.Arn + # Secrets Manager + - + Effect: Allow + Action: secretsmanager:GetSecretValue + Resource: !Ref ECommerceConfigSecret + + ShoppableApiLambda: + Type: AWS::Lambda::Function + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W89 + reason: Workflow not using VPC + - + id: W92 + reason: Workflow not limiting simultaneous executions + Properties: + FunctionName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - ShoppableApi + - Name + Description: !Sub (${ResourcePrefix}) /shoppable api endpoint lambda + Runtime: !FindInMap + - Node + - Runtime + - Version + MemorySize: 256 + Timeout: 900 + Handler: index.handler + Role: !GetAtt ShoppableApiRole.Arn + Code: + S3Bucket: !Ref S3Bucket + S3Key: !Sub + - ${KeyPrefix}/${package} + - package: !FindInMap + - Workflow + - ShoppableApi + - Package + Layers: + - !Ref CoreLibLayer + - !Ref AwsSdkLayer + TracingConfig: + Mode: Active + Environment: + Variables: + ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId + ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent + ENV_SOLUTION_UUID: !Ref SolutionUuid + ENV_SOLUTION_ID: !Ref SolutionId + ENV_RESOURCE_PREFIX: !Ref ResourcePrefix + ENV_ECOMMERCE_CONFIG_SECRETS: !Ref ECommerceConfigSecret + + ApiRole: + Type: AWS::IAM::Role + Properties: + AssumeRolePolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: sts:AssumeRole + Principal: + Service: apigateway.amazonaws.com + Path: / + Policies: + - + PolicyName: ShopplabeApiPolicy + PolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: lambda:InvokeFunction + Resource: !GetAtt ShoppableApiLambda.Arn + + RestApi: + Type: AWS::ApiGateway::RestApi + Properties: + Description: !Sub (${ResourcePrefix}) Media2Cloud Shoppable api endpoint + DisableExecuteApiEndpoint: false + EndpointConfiguration: + Types: + - REGIONAL + Body: + openapi: 3.0.1 + info: + title: !Sub ${ResourcePrefix}-shoppable-api + description: !Sub (${ResourcePrefix}) Media2Cloud Shoppable api endpoint + version: !FindInMap + - APIGW + - Build + - Version + paths: + /shoppable: + post: + parameters: + # x-api-key (track usage) + - + name: x-api-key + in: header + required: true + schema: + type: string + responses: + "200": + description: 200 response + content: + application/json: + schema: + $ref: "#/components/schemas/Empty" + security: + - sigv4: [] + - api_key: [] + x-amazon-apigateway-integration: + credentials: !GetAtt ApiRole.Arn + httpMethod: POST + uri: !Sub arn:aws:apigateway:${AWS::Region}:lambda:path/2015-03-31/functions/${ShoppableApiLambda.Arn}/invocations + responses: + default: + statusCode: "200" + passthroughBehavior: when_no_templates + timeoutInMillis: 29000 + contentHandling: CONVERT_TO_TEXT + type: aws_proxy + get: + parameters: + # x-api-key (track usage) + - + name: x-api-key + in: header + required: true + schema: + type: string + responses: + "200": + description: 200 response + content: + application/json: + schema: + $ref: "#/components/schemas/Empty" + security: + - sigv4: [] + - api_key: [] + x-amazon-apigateway-integration: + credentials: !GetAtt ApiRole.Arn + httpMethod: POST + uri: !Sub arn:aws:apigateway:${AWS::Region}:lambda:path/2015-03-31/functions/${ShoppableApiLambda.Arn}/invocations + responses: + default: + statusCode: "200" + passthroughBehavior: when_no_templates + timeoutInMillis: 29000 + contentHandling: CONVERT_TO_TEXT + type: aws_proxy + options: + responses: + "200": + description: 200 response + content: + application/json: + schema: + $ref: "#/components/schemas/Empty" + x-amazon-apigateway-integration: + credentials: !GetAtt ApiRole.Arn + httpMethod: POST + uri: !Sub arn:aws:apigateway:${AWS::Region}:lambda:path/2015-03-31/functions/${ShoppableApiLambda.Arn}/invocations + responses: + default: + statusCode: "200" + passthroughBehavior: when_no_templates + contentHandling: CONVERT_TO_TEXT + type: aws_proxy + components: + schemas: + Empty: + title: Empty Schema + type: object + securitySchemes: + sigv4: + type: apiKey + name: Authorization + in: header + x-amazon-apigateway-authtype: awsSigv4 + api_key: + type: apiKey + name: x-api-key + in: header + x-amazon-apigateway-policy: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Principal: "*" + Action: execute-api:Invoke + Resource: !Sub arn:aws:execute-api:${AWS::Region}:${AWS::AccountId}:*/* + + APIGWLogGroup: + Type: AWS::Logs::LogGroup + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W84 + reason: Use default encryption. Disable additional KMS encryption requirement. https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/encrypt-log-data-kms.html + Properties: + LogGroupName: !Sub /apigateway/media2cloud/${ResourcePrefix}-shoppable-api + RetentionInDays: 7 + + Deployment: + Type: AWS::ApiGateway::Deployment + Properties: + Description: !Sub (${ResourcePrefix}) Media2Cloud Shoppable deployment + RestApiId: !Ref RestApi + StageName: !FindInMap + - APIGW + - Stage + - Name + StageDescription: + Description: !Sub (${ResourcePrefix}) Media2Cloud Shoppable stage + LoggingLevel: ERROR + AccessLogSetting: + DestinationArn: !GetAtt APIGWLogGroup.Arn + Format: $context.identity.sourceIp $context.identity.caller $context.identity.user [$context.requestTime] \"$context.httpMethod $context.resourcePath $context.protocol\" $context.status $context.responseLength $context.requestId + MethodSettings: + - + ResourcePath: /~1shoppable + HttpMethod: OPTIONS + - + ResourcePath: /~1shoppable + HttpMethod: GET + - + ResourcePath: /~1shoppable + HttpMethod: POST + + OPTIONSOperation: + Type: AWS::Lambda::Permission + Properties: + Action: lambda:InvokeFunction + FunctionName: !GetAtt ShoppableApiLambda.Arn + Principal: apigateway.amazonaws.com + SourceArn: !Sub + - arn:aws:execute-api:${AWS::Region}:${AWS::AccountId}:${RestApi}/${stageName}/OPTIONS/shoppable + - stageName: !FindInMap + - APIGW + - Stage + - Name + + GETOperation: + Type: AWS::Lambda::Permission + Properties: + Action: lambda:InvokeFunction + FunctionName: !GetAtt ShoppableApiLambda.Arn + Principal: apigateway.amazonaws.com + SourceArn: !Sub + - arn:aws:execute-api:${AWS::Region}:${AWS::AccountId}:${RestApi}/${stageName}/GET/shoppable + - stageName: !FindInMap + - APIGW + - Stage + - Name + + POSTOperation: + Type: AWS::Lambda::Permission + Properties: + Action: lambda:InvokeFunction + FunctionName: !GetAtt ShoppableApiLambda.Arn + Principal: apigateway.amazonaws.com + SourceArn: !Sub + - arn:aws:execute-api:${AWS::Region}:${AWS::AccountId}:${RestApi}/${stageName}/POST/shoppable + - stageName: !FindInMap + - APIGW + - Stage + - Name + + ApiKey: + Type: AWS::ApiGateway::ApiKey + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W28 + reason: Explicitly assigned with predefined name to track + Properties: + Name: !Sub ${ResourcePrefix}-shoppable-apikey + Value: !Sub ${SolutionUuid}-shoppable + Description: !Sub (${ResourcePrefix}) Media2Cloud Shoppable API Key + Enabled: true + + UsagePlan: + DependsOn: Deployment + Type: AWS::ApiGateway::UsagePlan + Properties: + UsagePlanName: !Sub ${ResourcePrefix}-shoppable-usage-plan + Description: !Sub (${ResourcePrefix}) Media2Cloud Shoppable Usage Plan + ApiStages: + - + ApiId: !Ref RestApi + Stage: !FindInMap + - APIGW + - Stage + - Name + Quota: + Limit: 50000 + Offset: 0 + Period: DAY + Throttle: + BurstLimit: 1000 + RateLimit: 3000.0 + + UsagePlanKey: + Type: AWS::ApiGateway::UsagePlanKey + Properties: + KeyType: API_KEY + KeyId: !Ref ApiKey + UsagePlanId: !Ref UsagePlan + + ################################################################################ + # + # Amazon DynamoDB tables + # * ShoppableTable: Store shoppable metadata + # + ################################################################################ + ShoppableTable: + Type: AWS::DynamoDB::Table + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W28 + reason: Tables are explicitly assigned with predefined names + Properties: + TableName: !Sub + - ${ResourcePrefix}-${suffix} + - suffix: !FindInMap + - DynamoDB + - Shoppable + - Suffix + BillingMode: PAY_PER_REQUEST + AttributeDefinitions: + - + AttributeName: !FindInMap + - DynamoDB + - Shoppable + - PartitionKey + AttributeType: S + KeySchema: + - + AttributeName: !FindInMap + - DynamoDB + - Shoppable + - PartitionKey + KeyType: HASH + SSESpecification: + SSEEnabled: true + PointInTimeRecoverySpecification: + PointInTimeRecoveryEnabled: true + + ################################################################################ + # + # Shoppable State Machine + # * Detect shoppable items + # * Search similar items + # * Update DynamoDB table + # + ################################################################################ + # Shoppable lambda function role + AnalysisShoppableRole: + Type: AWS::IAM::Role + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W11 + reason: Wildcard character is prefixed and scoped with the ResourcePrefix + Properties: + AssumeRolePolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: sts:AssumeRole + Principal: + Service: lambda.amazonaws.com + Path: !Sub /${ResourcePrefix}/ + ManagedPolicyArns: + - arn:aws:iam::aws:policy/AWSXRayDaemonWriteAccess + Policies: + - + PolicyName: ShoppableAnalysisAccess + PolicyDocument: + Version: "2012-10-17" + Statement: + # CloudWatch Logs + - + Effect: Allow + Action: + - logs:CreateLogGroup + - logs:CreateLogStream + - logs:PutLogEvents + Resource: + - !GetAtt DetectShoppableItemsLogGroup.Arn + - !GetAtt AnalysisShoppableLogGroup.Arn + # S3 - proxy bucket + - + Effect: Allow + Action: s3:ListBucket + Resource: !Sub arn:aws:s3:::${ProxyBucket} + - + Effect: Allow + Action: + - s3:GetObject + - s3:PutObject + Resource: !Sub arn:aws:s3:::${ProxyBucket}/* + # DynamoDB + - + Effect: Allow + Action: + - dynamodb:PutItem + - dynamodb:UpdateItem + - dynamodb:DeleteItem + Resource: !GetAtt ShoppableTable.Arn + # Amazon OpenSearch + - + Effect: Allow + Action: + - es:ESHttpGet + - es:ESHttpHead + - es:ESHttpPost + - es:ESHttpPut + - es:ESHttpDelete + Resource: + - !Sub + - arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${ResourcePrefix}-${name} + - name: !FindInMap + - OpenSearch + - Domain + - Name + - !Sub + - arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${ResourcePrefix}-${name}/* + - name: !FindInMap + - OpenSearch + - Domain + - Name + + # Detect shoppable items from media content + DetectShoppableItemsLogGroup: + Type: AWS::Logs::LogGroup + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W84 + reason: Use default encryption. Disable additional KMS encryption requirement. https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/encrypt-log-data-kms.html + Properties: + LogGroupName: !Sub + - /aws/lambda/${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - DetectShoppableItems + - Name + RetentionInDays: 7 + + DetectShoppableItemsLambda: + Type: AWS::Lambda::Function + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W89 + reason: Workflow not using VPC + - + id: W92 + reason: Workflow not limiting simultaneous executions + Properties: + FunctionName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - DetectShoppableItems + - Name + Description: !Sub (${SolutionLowerCaseId}) Detect shoppable items + MemorySize: 9216 + Timeout: 900 + PackageType: Image + Role: !GetAtt AnalysisShoppableRole.Arn + Code: + ImageUri: !Ref ShoppableImageUri + Architectures: + - x86_64 + TracingConfig: + Mode: Active + + # Similarity search on OpenSearch + AnalysisShoppableLogGroup: + Type: AWS::Logs::LogGroup + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W84 + reason: Use default encryption. Disable additional KMS encryption requirement. https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/encrypt-log-data-kms.html + Properties: + LogGroupName: !Sub + - /aws/lambda/${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - AnalysisShoppable + - Name + RetentionInDays: 7 + + AnalysisShoppableLambda: + Type: AWS::Lambda::Function + DependsOn: + - OpenSearchCluster + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W89 + reason: Workflow not using VPC + - + id: W92 + reason: Workflow not limiting simultaneous executions + Properties: + FunctionName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - AnalysisShoppable + - Name + Description: !Sub (${SolutionLowerCaseId}) Search similar items from OpenSearch KNN + Runtime: !FindInMap + - Node + - Runtime + - Version + MemorySize: 256 + Timeout: 900 + Handler: index.handler + Role: !GetAtt AnalysisShoppableRole.Arn + Code: + S3Bucket: !Ref S3Bucket + S3Key: !Sub + - ${KeyPrefix}/${package} + - package: !FindInMap + - Workflow + - AnalysisShoppable + - Package + Layers: + - !Ref CoreLibLayer + - !Ref AwsSdkLayer + TracingConfig: + Mode: Active + Environment: + Variables: + ENV_EXPECTED_BUCKET_OWNER: !Ref AWS::AccountId + ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent + ENV_SOLUTION_UUID: !Ref SolutionUuid + ENV_SOLUTION_ID: !Ref SolutionId + ENV_RESOURCE_PREFIX: !Ref ResourcePrefix + ENV_ES_DOMAIN_ENDPOINT: !Sub https://${OpenSearchCluster.DomainEndpoint} + ENV_USE_OPENSEARCH_SERVERLESS: 0 + ENV_SHOPPABLE_DDB: !Ref ShoppableTable + ENV_OPENSEARCH_INDEX: !FindInMap + - OpenSearch + - Domain + - Name + + ShoppableStateMachineServiceRole: + Type: AWS::IAM::Role + Properties: + AssumeRolePolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: sts:AssumeRole + Principal: + Service: !Sub states.${AWS::Region}.amazonaws.com + Path: !Sub /${ResourcePrefix}/ + ManagedPolicyArns: + - arn:aws:iam::aws:policy/AWSXRayDaemonWriteAccess + Policies: + - + PolicyName: !Sub ${ResourcePrefix}ShoppableStateMachine + PolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: lambda:InvokeFunction + Resource: + - !GetAtt DetectShoppableItemsLambda.Arn + - !GetAtt AnalysisShoppableLambda.Arn + + ShoppableStateMachine: + Type: AWS::StepFunctions::StateMachine + Properties: + StateMachineName: !Sub + - ${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - Shoppable + - Name + StateMachineType: STANDARD + RoleArn: !GetAtt ShoppableStateMachineServiceRole.Arn + TracingConfiguration: + Enabled: true + DefinitionString: + !Sub + - |- + { + "Comment": "Detect shoppable items returns embeddings of the products that can then be used to search similar items on OpenSearch to match the product Ids", + "StartAt": "Asset removed?", + "States": { + "Asset removed?": { + "Type": "Choice", + "Choices": [ + { + "And": [ + { + "Variable": "$.detail", + "IsPresent": true + }, + { + "Variable": "$.detail.stateMachineArn", + "IsPresent": true + }, + { + "Variable": "$.detail.stateMachineArn", + "StringMatches": "*${AssetRemoval}" + } + ], + "Next": "Delete record" + } + ], + "Default": "Prepare analysis" + }, + "Delete record": { + "Type": "Task", + "Resource": "${AnalysisShoppableLambda.Arn}", + "End": true, + "Retry": [ + { + "ErrorEquals": [ + "Lambda.TooManyRequestsException" + ], + "IntervalSeconds": 1, + "MaxAttempts": 6, + "BackoffRate": 1.5 + }, + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.1 + } + ] + }, + "Prepare analysis": { + "Type": "Task", + "Resource": "${AnalysisShoppableLambda.Arn}", + "Next": "Detect shoppable items", + "Catch": [ + { + "ErrorEquals": [ + "FeatureNotEnabledException" + ], + "Next": "Feature not enabled" + } + ], + "Retry": [ + { + "ErrorEquals": [ + "Lambda.TooManyRequestsException" + ], + "IntervalSeconds": 1, + "MaxAttempts": 6, + "BackoffRate": 1.5 + }, + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.1 + } + ] + }, + "Detect shoppable items": { + "Type": "Task", + "Resource": "${DetectShoppableItemsLambda.Arn}", + "InputPath": "$.data.shoppable", + "ResultPath": "$.data.shoppable", + "Next": "More items?", + "Retry": [ + { + "ErrorEquals": [ + "Lambda.ClientExecutionTimeoutException", + "Lambda.ServiceException", + "Lambda.AWSLambdaException", + "Lambda.SdkClientException" + ], + "IntervalSeconds": 6, + "MaxAttempts": 6, + "BackoffRate": 2 + }, + { + "ErrorEquals": [ + "Lambda.TooManyRequestsException" + ], + "IntervalSeconds": 1, + "MaxAttempts": 6, + "BackoffRate": 1.5 + }, + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.1 + } + ] + }, + "More items?": { + "Type": "Choice", + "Choices": [ + { + "And": [ + { + "Variable": "$.data.shoppable.names", + "IsPresent": true + }, + { + "Variable": "$.data.shoppable.names[0]", + "IsPresent": true + } + ], + "Next": "Detect shoppable items" + } + ], + "Default": "Run similarity search" + }, + "Run similarity search": { + "Type": "Task", + "Resource": "${AnalysisShoppableLambda.Arn}", + "End": true, + "Parameters": { + "operation": "StateSimilaritySearch", + "uuid.$": "$.uuid", + "input.$": "$.input", + "data.$": "$.data" + }, + "Retry": [ + { + "ErrorEquals": [ + "Lambda.TooManyRequestsException" + ], + "IntervalSeconds": 1, + "MaxAttempts": 6, + "BackoffRate": 1.5 + }, + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.1 + } + ] + }, + "Feature not enabled": { + "Type": "Succeed" + } + } + } + - AssetRemoval: !FindInMap + - Workflow + - StateMachine + - AssetRemoval + Tags: + - + Key: Name + Value: Media2Cloud Shoppable Experience + - + Key: SolutionId + Value: !Ref SolutionId + - + Key: ResourcePrefix + Value: !Ref ResourcePrefix + + ################################################################################ + # + # EventBridge: Integrate to workflow events to run Shoppable state machine + # + ################################################################################ + RunShoppableStateMachineLogGroup: + Type: AWS::Logs::LogGroup + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W84 + reason: Use default encryption. Disable additional KMS encryption requirement. https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/encrypt-log-data-kms.html + Properties: + LogGroupName: !Sub /aws/events/${ShoppableStateMachine.Name} + RetentionInDays: 7 + + RunShoppableStateMachineRole: + Type: AWS::IAM::Role + Properties: + AssumeRolePolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: sts:AssumeRole + Principal: + Service: events.amazonaws.com + Path: !Sub /${ResourcePrefix}/ + Policies: + - + PolicyName: !Sub ${ResourcePrefix}-RunShoppableStateMachine + PolicyDocument: + Version: "2012-10-17" + Statement: + - + Effect: Allow + Action: states:StartExecution + Resource: !GetAtt ShoppableStateMachine.Arn + - + Effect: Allow + Action: + - logs:CreateLogGroup + - logs:CreateLogStream + - logs:PutLogEvents + Resource: !GetAtt RunShoppableStateMachineLogGroup.Arn + + RunShoppableStateMachineEvent: + Type: AWS::Events::Rule + Properties: + Name: !Sub ${ResourcePrefix}-RunShoppableStateMachine + Description: Run Shoppable State Machine when Dynamic Frame Segmentation state machine is completed + EventBusName: !Ref UnifiedStateMachineStatusBusName + EventPattern: + source: + - aws.states + region: + - !Ref AWS::Region + detail-type: + - Step Functions Execution Status Change + detail: + status: + - SUCCEEDED + stateMachineArn: + - !Sub + - arn:aws:states:${AWS::Region}:${AWS::AccountId}:stateMachine:${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - StateMachine + - DynamicFrameSegmentation + - !Sub + - arn:aws:states:${AWS::Region}:${AWS::AccountId}:stateMachine:${ResourcePrefix}-${name} + - name: !FindInMap + - Workflow + - StateMachine + - AssetRemoval + State: ENABLED + Targets: + - + Id: !Sub ${ResourcePrefix}-LogEvents + Arn: !Sub arn:aws:logs:${AWS::Region}:${AWS::AccountId}:log-group:${RunShoppableStateMachineLogGroup} + - + Id: !Sub Id-${ShoppableStateMachine.Name} + Arn: !GetAtt ShoppableStateMachine.Arn + RoleArn: !GetAtt RunShoppableStateMachineRole.Arn + +Outputs: + # Shoppable state machine + ShoppableStateMachineName: + Value: !GetAtt ShoppableStateMachine.Name + Description: ShoppableStateMachineName + ShoppableStateMachineArn: + Value: !GetAtt ShoppableStateMachine.Arn + Description: ShoppableStateMachineArn + # OpenSearch + OpenSearchDomainName: + Value: !Ref OpenSearchCluster + Description: OpenSearchDomainName + OpenSearchDomainEndpoint: + Value: !Sub https://${OpenSearchCluster.DomainEndpoint} + Description: OpenSearchDomainEndpoint + OpenSearchEngineVersion: + Value: !FindInMap + - OpenSearch + - Engine + - Version + Description: OpenSearchEngineVersion + # APIGW + ShoppableApiLambdaArn: + Value: !GetAtt ShoppableApiLambda.Arn + Description: ShoppableApiLambdaArn + ApiId: + Value: !Ref RestApi + Description: ApiId + ApiEndpoint: + Value: !Sub + - https://${RestApi}.execute-api.${AWS::Region}.amazonaws.com/${stageName} + - stageName: !FindInMap + - APIGW + - Stage + - Name + Description: ApiEndpoint + DeploymentId: + Value: !Ref Deployment + Description: DeploymentId + StageName: + Value: !FindInMap + - APIGW + - Stage + - Name + Description: StageName + ApiKey: + Value: !Sub ${SolutionUuid}-shoppable + Description: ApiKey + ApiKeyId: + Value: !Ref ApiKey + Description: ApiKeyId + UsagePlanId: + Value: !Ref UsagePlan + Description: UsagePlanId + # DDB + ShoppableTable: + Value: !Ref ShoppableTable + Description: ShoppableTable + ShoppableTableArn: + Value: !GetAtt ShoppableTable.Arn + Description: ShoppableTableArn diff --git a/deployment/media2cloud-webapp-stack.yaml b/deployment/media2cloud-webapp-stack.yaml index bd397cf..8a81e25 100644 --- a/deployment/media2cloud-webapp-stack.yaml +++ b/deployment/media2cloud-webapp-stack.yaml @@ -14,7 +14,7 @@ Mappings: Name: demo Node: Runtime: - Version: nodejs16.x + Version: nodejs20.x Cognito: Group: Viewer: viewer @@ -40,9 +40,9 @@ Parameters: CustomUserAgent: Type: String Description: CustomUserAgent - AnonymizedUsage: + AnonymousUsage: Type: String - Description: AnonymizedUsage + Description: AnonymousUsage CustomResourcesLambdaArn: Type: String Description: CustomResourcesLambdaArn @@ -55,6 +55,9 @@ Parameters: CoreLibLayer: Type: String Description: CoreLibLayer + TokenizerLayer: + Type: String + Description: TokenizerLayer SolutionUuid: Type: String Description: SolutionUuid @@ -88,6 +91,9 @@ Parameters: OpenSearchDomainEndpoint: Type: String Description: OpenSearchDomainEndpoint + OpenSearchCollection: + Type: String + Description: OpenSearchCollection DefaultAIOptions: Type: String Description: DefaultAIOptions @@ -97,6 +103,29 @@ Parameters: AIOptionsS3Key: Type: String Description: AIOptionsS3Key + BedrockSecondaryRegionAccess: + Type: String + Description: BedrockSecondaryRegionAccess + BedrockModelName: + Type: String + Description: BedrockModelName + BedrockModelId: + Type: String + Description: BedrockModelId + BedrockModelVersion: + Type: String + Description: BedrockModelVersion + +Conditions: + bOpenSearchServerless: !Not + - !Equals + - !Ref OpenSearchCollection + - "" + # allow access to Bedrock service if BedrockSecondaryRegionAccess is set + bBedrockSecondaryRegionAccess: !Not + - !Equals + - !Ref BedrockSecondaryRegionAccess + - "" Resources: ################################################################################ @@ -251,8 +280,40 @@ Resources: Resource: - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${OpenSearchDomainName} - !Sub arn:aws:es:${AWS::Region}:${AWS::AccountId}:domain/${OpenSearchDomainName}/* + # OpenSearch Serverless + - + Effect: Allow + Action: aoss:APIAccessAll + Resource: !Sub arn:aws:aoss:${AWS::Region}:${AWS::AccountId}:collection/${OpenSearchDomainName} # Note: Attach Backend resources such as Step Functions and DynamoDB in the main stack + FoundationModelPolicy: + Condition: bBedrockSecondaryRegionAccess + Type: AWS::IAM::Policy + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W12 + reason: wildcard character required for bedrock:ListFoundationModels, https://docs.aws.amazon.com/service-authorization/latest/reference/list_amazonbedrock.html + Properties: + Roles: + - !Ref ApiRole + PolicyName: FoundationModelInvokeEndpoint + PolicyDocument: + Version: "2012-10-17" + Statement: + # Bedrock + - + Effect: Allow + Action: bedrock:ListFoundationModels + Resource: "*" + # Bedrock models: Anthropic Claude V2 + - + Effect: Allow + Action: bedrock:InvokeModel + Resource: !Sub arn:aws:bedrock:${BedrockSecondaryRegionAccess}::foundation-model/${BedrockModelId} + ApiLambda: Type: AWS::Lambda::Function Metadata: @@ -276,7 +337,7 @@ Resources: - Node - Runtime - Version - MemorySize: 128 + MemorySize: 768 Timeout: 300 Handler: index.handler Role: !GetAtt ApiRole.Arn @@ -291,6 +352,7 @@ Resources: Layers: - !Ref AwsSdkLayer - !Ref CoreLibLayer + - !Ref TokenizerLayer TracingConfig: Mode: Active Environment: @@ -299,7 +361,7 @@ Resources: ENV_CUSTOM_USER_AGENT: !Ref CustomUserAgent ENV_SOLUTION_ID: !Ref SolutionId ENV_RESOURCE_PREFIX: !Ref ResourcePrefix - ENV_ANONYMIZED_USAGE: !Ref AnonymizedUsage + ENV_ANONYMOUS_USAGE: !Ref AnonymousUsage ENV_SOLUTION_UUID: !Ref SolutionUuid ENV_IOT_HOST: !Ref IotHost ENV_IOT_TOPIC: !Ref IotTopic @@ -307,10 +369,21 @@ Resources: ENV_INGEST_BUCKET: !Ref IngestBucket ENV_PROXY_BUCKET: !Ref ProxyBucket ENV_ES_DOMAIN_ENDPOINT: !Ref OpenSearchDomainEndpoint + ENV_USE_OPENSEARCH_SERVERLESS: !If + - bOpenSearchServerless + - 1 + - 0 ENV_DEFAULT_AI_OPTIONS: !Ref DefaultAIOptions ENV_DEFAULT_MINCONFIDENCE: !Ref DefaultMinConfidence ENV_USER_POOL_ID: !Ref CognitoUserPool ENV_AI_OPTIONS_S3KEY: !Ref AIOptionsS3Key + ENV_BEDROCK_REGION: !If + - bBedrockSecondaryRegionAccess + - !Ref BedrockSecondaryRegionAccess + - "" + ENV_BEDROCK_MODEL_NAME: !Ref BedrockModelName + ENV_BEDROCK_MODEL_ID: !Ref BedrockModelId + ENV_BEDROCK_MODEL_VER: !Ref BedrockModelVersion Tags: - Key: SolutionId @@ -746,6 +819,49 @@ Resources: - Stage - Name + ################################################################################ + # + # OpenSearch Serverless Access policy + # + ################################################################################ + OSSFrontendAccessPolicy: + Condition: bOpenSearchServerless + Type: AWS::OpenSearchServerless::AccessPolicy + Properties: + Type: data + # Length: 32 characters, Pattern: ^[a-z][a-z0-9-]+$ + Name: !Sub ${ResourcePrefix}-frontend + Description: Frontend Access policy + # Note: Principal cannot use asterisk + Policy: !Sub >- + [ + { + "Rules": [ + { + "ResourceType": "collection", + "Resource": [ + "collection/${OpenSearchCollection}" + ], + "Permission": [ + "aoss:DescribeCollectionItems" + ] + }, + { + "ResourceType": "index", + "Resource": [ + "index/${OpenSearchCollection}/*" + ], + "Permission": [ + "aoss:ReadDocument" + ] + } + ], + "Principal": [ + "${ApiRole.Arn}" + ] + } + ] + ################################################################################ # # Cognito resources @@ -766,7 +882,7 @@ Resources: AdminCreateUserConfig: AllowAdminCreateUserOnly: true InviteMessageTemplate: - EmailSubject: You are invited to AWS Media2Cloud demo portal + EmailSubject: You are invited to Guidance for Media2Cloud on AWS demo portal EmailMessage: !Sub - |- @@ -867,7 +983,7 @@ Resources:

- Welcome to AWS Media2Cloud demo portal + Welcome to Guidance for Media2Cloud on AWS demo portal

@@ -927,7 +1043,7 @@ Resources:

- Team AWS Media2Cloud + Team AWSI MEGS

@@ -957,6 +1073,8 @@ Resources: RequireSymbols: true RequireUppercase: true UserPoolName: !Sub ${ResourcePrefix}-userpool + UserPoolAddOns: + AdvancedSecurityMode: ENFORCED # Different usergroup(s) UserPoolGroupAdmin: @@ -1458,3 +1576,6 @@ Outputs: HomePage: Value: !Sub https://${CloudFrontDistributionDomainName} Description: HomePage + FoundationModels: + Value: !Sub ${BedrockModelName}=${BedrockModelId} + Description: FoundationModels diff --git a/deployment/media2cloud.yaml b/deployment/media2cloud.yaml index 2531fad..fb2f622 100644 --- a/deployment/media2cloud.yaml +++ b/deployment/media2cloud.yaml @@ -1,6 +1,6 @@ AWSTemplateFormatVersion: "2010-09-09" -Description: (%%SOLUTION_ID%%) Media2Cloud - the solution is designed to demonstrate a serverless ingest and analysis framework that can quickly setup a baseline ingest workflow for placing video assets and associated metadata under management control of an AWS customer. Version %%VERSION%% +Description: (%%SOLUTION_ID%%) Guidance for Media2Cloud on AWS - this guidance is designed to demonstrate a serverless ingest and analysis framework that can quickly setup a baseline ingest workflow for placing video assets and associated metadata under management control of an AWS customer. Version %%VERSION%% Mappings: Solution: @@ -9,9 +9,9 @@ Mappings: LowerCaseId: "%%SOLUTION_ID_LOWERCASE%%" Version: "%%VERSION%%" CustomUserAgent: AWSSOLUTION/%%SOLUTION_ID%%/%%VERSION%% - SolutionName: "Media2Cloud on AWS" - AppRegistryApplicationName: "Media2CloudOnAws" - ApplicationType: "AWS-Solutions" + SolutionName: Media2Cloud on AWS + AppRegistryApplicationName: Media2CloudOnAws + ApplicationType: AWS-Solutions Template: S3Bucket: "%%BUCKET_NAME%%" KeyPrefix: "%%KEYPREFIX%%" @@ -20,10 +20,15 @@ Mappings: Core: media2cloud-core-stack.template Backend: media2cloud-backend-stack.template WebApp: media2cloud-webapp-stack.template + Graph: media2cloud-graph-stack.template + Shoppable: media2cloud-shoppable-stack.template + CodeBuild: media2cloud-codebuild-stack.template Workflow: CustomResources: Package: "%%PKG_CUSTOM_RESOURCES%%" Name: custom-resources + ShoppableStack: + Enable: "%%ENABLE_SHOPPABLE%%" AIML: Options: DefaultMinConfidence: 80 @@ -31,15 +36,37 @@ Mappings: S3Key: _settings/aioptions.json Node: Runtime: - Version: nodejs16.x + Version: nodejs20.x Send: - AnonymizedUsage: + AnonymousUsage: Data: "Yes" Cognito: Group: Viewer: viewer Creator: creator Admin: admin + DockerImage: + Faiss: + Repo: "%%FAISS_REPO%%" + Version: "%%FAISS_VER%%" + Shoppable: + Repo: "%%SHOPPABLE_REPO%%" + Version: "%%SHOPPABLE_VER%%" + ZeroshotClassifier: + Repo: "%%ZEROSHOT_CLASSIFIER_REPO%%" + Version: "%%ZEROSHOT_CLASSIFIER_VER%%" + ZeroshotObject: + Repo: "%%ZEROSHOT_OBJECT_REPO%%" + Version: "%%ZEROSHOT_OBJECT_VER%%" + AnthropicClaude: + Sonnet: + Name: Anthropic Claude 3 Sonnet + ModelId: anthropic.claude-3-sonnet-20240229-v1:0 + ModelVersion: bedrock-2023-05-31 + Haiku: + Name: Anthropic Claude 3 Haiku + ModelId: anthropic.claude-3-haiku-20240307-v1:0 + ModelVersion: bedrock-2023-05-31 Parameters: # User defined Ingest Bucket @@ -53,6 +80,7 @@ Parameters: Description: Configure Amazon OpenSearch cluster size Default: Development and Testing (t3.medium=0,m5.large=1,gp2=10,az=1) AllowedValues: + - Use Amazon OpenSearch Serverless - Development and Testing (t3.medium=0,m5.large=1,gp2=10,az=1) - Suitable for Production Workload (t3.medium=3,m5.large=2,gp2=20,az=2) - Recommended for Production Workload (t3.medium=3,m5.large=4,gp2=20,az=2) @@ -61,11 +89,12 @@ Parameters: DefaultAIOptions: Type: String Description: Configure AI/ML settings - Default: Default (celeb,label,segment,transcribe,keyphrase,entity,textract) + Default: Recommended V4 features (v4.default) AllowedValues: + - Recommended V4 features (v4.default) - Default (celeb,label,segment,transcribe,keyphrase,entity,textract) - - All (celeb,face,facematch,label,moderation,person,text,segment,transcribe,keyphrase,entity,sentiment,textract) - - Video analysis (celeb,face,facematch,label,moderation,person,text,segment) + - All (celeb,face,facematch,label,moderation,text,segment,transcribe,keyphrase,entity,sentiment,textract) + - Video analysis (celeb,face,facematch,label,moderation,text,segment) - Audio analysis (transcribe,keyphrase,entity) - Image analysis (celeb,face,facematch,label,moderation,text) - Document analysis (textract) @@ -96,24 +125,55 @@ Parameters: AllowedValues: - "NO" - "YES" - # Neptune Knowledge Graph endpoint - KnowledgeGraphEndpoint: + # Amazon Neptune Knowledge Graph (Optional) + EnableKnowledgeGraph: Type: String - Description: specify the API endpoint of the Knowledge Graph database. Leave it blank to disable the feature. - Default: "" - KnowledgeGraphApiKey: + Description: Enable knowledge graph to visualize how the relationships of your assets in your library. The knowledge graph feature create additional resources such as Amazon Neptune Serverless, Amazon VPC, AWS PrivateLink, additional AWS API Gateway endpoint and AWS Step Functions and will incur additional cost to the workflow. + Default: "NO" + AllowedValues: + - "NO" + - "YES" + CidrBlock: Type: String - Description: specify the API Key of the Knowledge Graph API endpoint. Leave it blank to disable the feature. - Default: "" - # BLIP model (auto caption for image) - BlipImageArn: + Description: Specify CIDR block of an Amazon VPC where the Amazon Neptune Serverless db cluster of the knowledge graph will run on. + Default: 172.31.0.0/16 + # Amazon Bedrock secondary region access + BedrockSecondaryRegionAccess: Type: String - Description: specify the ECR image Arn of the Auto Captioning feature (BLIP model), ie., {{account}}.dkr.ecr.{{region}}.amazonaws.com/{{repo}}:{{tag}}. Leave it blank to disable the feature. - Default: "" + Description: If Amazon Bedrock service is not available in your current AWS region, you can select a nearby region to try out the Generative AI feature. You would also need to grant model access for Anthropic Claude 3 models through Amazon Bedrock console, Model access page. + Default: North Virginia [US East] (us-east-1) + AllowedValues: + - North Virginia [US East] (us-east-1) + - Oregon [US West] (us-west-2) + - No, do not enable Amazon Bedrock + # - Frankfurt [Europe] (eu-central-1) + # - Tokyo [Asia Pacific] (ap-northeast-1) + # - Singapore [Asia Pacific] (ap-southeast-1) + # Bedrock models + BedrockModel: + Type: String + Description: Select a foundation model of Amazon Bedrock to use. Make sure you have granted model access to use these models through Amazon Bedrock console, Model access page. + Default: Anthropic Claude 3 Haiku + AllowedValues: + - Anthropic Claude 3 Haiku + - Anthropic Claude 3 Sonnet + # Version compatibility statement + VersionCompatibilityStatement: + Type: String + Description: The new Version 4 of Media2Cloud is not compatible with previous versions due to several optimization changes. These changes include the Amazon OpenSearch cluster indexes and consolidation of the generated metadata. While a migration tool is being developed to help customers migrate from previous versions to Version 4, this CloudFormation template SHOULD NOT be used to update your existing Media2Cloud V3 deployment to the latest version. Confirm that you have read and understand the version compatibility statement. If you are creating a new stack, select "Yes, I understand and proceed". + Default: No, do not proceed + AllowedValues: + - Yes, I understand and proceed + - No, do not proceed Metadata: AWS::CloudFormation::Interface: ParameterGroups: + - + Label: + default: Version Compatibility + Parameters: + - VersionCompatibilityStatement - Label: default: Amazon Cognito / Amazon Simple Notification Service @@ -142,16 +202,19 @@ Metadata: - StartOnObjectCreation - Label: - default: (EXPERIMENTAL FEATURE) Knowledge Graph + default: (EXPERIMENTAL FEATURE) Knowledge Graph with Amazon Neptune Serverless Parameters: - - KnowledgeGraphEndpoint - - KnowledgeGraphApiKey + - EnableKnowledgeGraph + - CidrBlock - Label: - default: (EXPERIMENTAL FEATURE) Auto-Captioning for Images + default: (EXPERIMENTAL FEATURE) Generative AI with Amazon Bedrock service Parameters: - - BlipImageArn + - BedrockSecondaryRegionAccess + - BedrockModel ParameterLabels: + VersionCompatibilityStatement: + default: Please read the following statement Email: default: Email PriceClass: @@ -164,12 +227,14 @@ Metadata: default: User defined Amazon S3 Bucket for ingest StartOnObjectCreation: default: Allow autostart on ingest S3 bucket - KnowledgeGraphEndpoint: - default: Knowledge Graph API Endpoint - KnowledgeGraphApiKey: - default: Knowledge Graph API Endpoint API Key - BlipImageArn: - default: ECR Image ARN of the BLIP model + EnableKnowledgeGraph: + default: Enable Knowledge Graph + CidrBlock: + default: VPC CIDR Settings + BedrockSecondaryRegionAccess: + default: Allow access to Amazon Bedrock service in a different region. + BedrockModel: + default: Foundation Model (Text & Vision) Conditions: # Using email address for Cognito User Pool @@ -196,6 +261,25 @@ Conditions: - Template - SingleRegion - "true" + bOpenSearchServerless: !Equals + - !Ref OpenSearchCluster + - Use Amazon OpenSearch Serverless + bEnableKnowledgeGraph: !Equals + - !Ref EnableKnowledgeGraph + - "YES" + bBedrockSecondaryRegionAccess: !Not + - !Equals + - !Ref BedrockSecondaryRegionAccess + - "No, do not enable Amazon Bedrock" + bAnthropicClaude3Sonnet: !Equals + - !Ref BedrockModel + - Anthropic Claude 3 Sonnet + bEnableShoppable: !Equals + - !FindInMap + - Workflow + - ShoppableStack + - Enable + - "YES" Resources: ################################################################################ @@ -325,7 +409,7 @@ Resources: - Node - Runtime - Version - MemorySize: 128 + MemorySize: 256 Timeout: 900 Handler: index.handler Role: !GetAtt CustomResourcesRole.Arn @@ -342,7 +426,7 @@ Resources: - "" - !Sub "-${AWS::Region}" S3Key: !Sub - - "${keyprefix}/${package}" + - ${keyprefix}/${package} - keyprefix: !FindInMap - Solution @@ -369,6 +453,18 @@ Resources: - Project - Id + ################################################################################ + # + # Version Compatibility + # + ################################################################################ + CheckVersionCompatibilityStatement: + Type: Custom::CheckVersionCompatibilityStatement + Properties: + ServiceToken: !GetAtt CustomResourcesLambda.Arn + Data: + VersionCompatibilityStatement: !Ref VersionCompatibilityStatement + ################################################################################ # # Core stack @@ -378,6 +474,8 @@ Resources: ################################################################################ CoreStack: Type: AWS::CloudFormation::Stack + DependsOn: + - CheckVersionCompatibilityStatement Properties: TemplateURL: !Sub - http://${bucket}${region}.s3.amazonaws.com/${keyprefix}/${stackName} @@ -440,59 +538,76 @@ Resources: - !Ref AWS::StackId CustomResourcesLambdaArn: !GetAtt CustomResourcesLambda.Arn CustomResourcesRoleName: !Ref CustomResourcesRole + CustomResourcesRoleArn: !GetAtt CustomResourcesRole.Arn UserDefinedIngestBucket: !Ref UserDefinedIngestBucket - OpenSearchDedicatedMaster: !Select - - 0 - - !Split - - "," - - !Select - - 0 - - !Split - - ")" - - !Select - - 1 - - !Split - - "(" - - !Ref OpenSearchCluster - OpenSearchInstance: !Select - - 1 - - !Split - - "," - - !Select - - 0 - - !Split - - ")" - - !Select - - 1 - - !Split - - "(" - - !Ref OpenSearchCluster - OpenSearchVolume: !Select - - 2 - - !Split - - "," - - !Select - - 0 - - !Split - - ")" - - !Select - - 1 - - !Split - - "(" - - !Ref OpenSearchCluster - OpenSearchAvailabilityZone: !Select - - 3 - - !Split - - "," - - !Select - - 0 - - !Split - - ")" - - !Select - - 1 - - !Split - - "(" - - !Ref OpenSearchCluster + OpenSearchDedicatedMaster: !If + - bOpenSearchServerless + - skip=1 + - !Select + - 0 + - !Split + - "," + - !Select + - 0 + - !Split + - ")" + - !Select + - 1 + - !Split + - "(" + - !Ref OpenSearchCluster + OpenSearchInstance: !If + - bOpenSearchServerless + - skip=1 + - !Select + - 1 + - !Split + - "," + - !Select + - 0 + - !Split + - ")" + - !Select + - 1 + - !Split + - "(" + - !Ref OpenSearchCluster + OpenSearchVolume: !If + - bOpenSearchServerless + - skip=1 + - !Select + - 2 + - !Split + - "," + - !Select + - 0 + - !Split + - ")" + - !Select + - 1 + - !Split + - "(" + - !Ref OpenSearchCluster + OpenSearchAvailabilityZone: !If + - bOpenSearchServerless + - skip=1 + - !Select + - 3 + - !Split + - "," + - !Select + - 0 + - !Split + - ")" + - !Select + - 1 + - !Split + - "(" + - !Ref OpenSearchCluster + OpenSearchServerless: !If + - bOpenSearchServerless + - true + - false PriceClass: !Select - 0 - !Split @@ -576,14 +691,15 @@ Resources: - Solution - Project - CustomUserAgent - AnonymizedUsage: !FindInMap + AnonymousUsage: !FindInMap - Send - - AnonymizedUsage + - AnonymousUsage - Data CustomResourcesLambdaArn: !GetAtt CustomResourcesLambda.Arn CustomResourcesRoleName: !Ref CustomResourcesRole AwsSdkLayer: !GetAtt CoreStack.Outputs.AwsSdkLayer CoreLibLayer: !GetAtt CoreStack.Outputs.CoreLibLayer + TokenizerLayer: !GetAtt CoreStack.Outputs.TokenizerLayer SolutionUuid: !GetAtt CoreStack.Outputs.SolutionUuid IotHost: !GetAtt CoreStack.Outputs.IotHost IotTopic: !GetAtt CoreStack.Outputs.IotTopic @@ -595,6 +711,7 @@ Resources: CloudFrontDistributionDomainName: !GetAtt CoreStack.Outputs.CloudFrontDistributionDomainName OpenSearchDomainName: !GetAtt CoreStack.Outputs.OpenSearchDomainName OpenSearchDomainEndpoint: !GetAtt CoreStack.Outputs.OpenSearchDomainEndpoint + OpenSearchCollection: !GetAtt CoreStack.Outputs.OpenSearchCollection DefaultAIOptions: !Select - 0 - !Split @@ -612,6 +729,48 @@ Resources: - AIML - Options - S3Key + BedrockSecondaryRegionAccess: !If + - bBedrockSecondaryRegionAccess + - !Select + - 0 + - !Split + - ")" + - !Select + - 1 + - !Split + - "(" + - !Ref BedrockSecondaryRegionAccess + - "" + BedrockModelName: !If + - bAnthropicClaude3Sonnet + - !FindInMap + - AnthropicClaude + - Sonnet + - Name + - !FindInMap + - AnthropicClaude + - Haiku + - Name + BedrockModelId: !If + - bAnthropicClaude3Sonnet + - !FindInMap + - AnthropicClaude + - Sonnet + - ModelId + - !FindInMap + - AnthropicClaude + - Haiku + - ModelId + BedrockModelVersion: !If + - bAnthropicClaude3Sonnet + - !FindInMap + - AnthropicClaude + - Sonnet + - ModelVersion + - !FindInMap + - AnthropicClaude + - Haiku + - ModelVersion ################################################################################ # @@ -684,14 +843,15 @@ Resources: - Solution - Project - CustomUserAgent - AnonymizedUsage: !FindInMap + AnonymousUsage: !FindInMap - Send - - AnonymizedUsage + - AnonymousUsage - Data CustomResourcesLambdaArn: !GetAtt CustomResourcesLambda.Arn CustomResourcesRoleName: !Ref CustomResourcesRole AwsSdkLayer: !GetAtt CoreStack.Outputs.AwsSdkLayer CoreLibLayer: !GetAtt CoreStack.Outputs.CoreLibLayer + TokenizerLayer: !GetAtt CoreStack.Outputs.TokenizerLayer SolutionUuid: !GetAtt CoreStack.Outputs.SolutionUuid IotHost: !GetAtt CoreStack.Outputs.IotHost IotTopic: !GetAtt CoreStack.Outputs.IotTopic @@ -702,6 +862,7 @@ Resources: #CloudFrontDistributionId: !GetAtt CoreStack.Outputs.CloudFrontDistributionId OpenSearchDomainName: !GetAtt CoreStack.Outputs.OpenSearchDomainName OpenSearchDomainEndpoint: !GetAtt CoreStack.Outputs.OpenSearchDomainEndpoint + OpenSearchCollection: !GetAtt CoreStack.Outputs.OpenSearchCollection DefaultAIOptions: !Select - 0 - !Split @@ -721,12 +882,246 @@ Resources: - AIML - Options - S3Key - BlipImageArn: !Ref BlipImageArn + # Media2Cloud Workflow events + UnifiedStateMachineStatusBusName: !GetAtt CoreStack.Outputs.UnifiedStateMachineStatusBusName + ZeroshotClassifierImageUri: !GetAtt CodeBuildStack.Outputs.ZeroshotClassifierImageUri + FaissImageUri: !GetAtt CodeBuildStack.Outputs.FaissImageUri + BedrockSecondaryRegionAccess: !If + - bBedrockSecondaryRegionAccess + - !Select + - 0 + - !Split + - ")" + - !Select + - 1 + - !Split + - "(" + - !Ref BedrockSecondaryRegionAccess + - "" + BedrockModelName: !If + - bAnthropicClaude3Sonnet + - !FindInMap + - AnthropicClaude + - Sonnet + - Name + - !FindInMap + - AnthropicClaude + - Haiku + - Name + BedrockModelId: !If + - bAnthropicClaude3Sonnet + - !FindInMap + - AnthropicClaude + - Sonnet + - ModelId + - !FindInMap + - AnthropicClaude + - Haiku + - ModelId + BedrockModelVersion: !If + - bAnthropicClaude3Sonnet + - !FindInMap + - AnthropicClaude + - Sonnet + - ModelVersion + - !FindInMap + - AnthropicClaude + - Haiku + - ModelVersion + + ################################################################################ + # + # CodeBuild stack + # * Run codebuild to build and publish docker images if necessary + # + ################################################################################ + CodeBuildStack: + Type: AWS::CloudFormation::Stack + Properties: + TemplateURL: !Sub + - http://${bucket}${region}.s3.amazonaws.com/${keyprefix}/${stackName} + - + bucket: !FindInMap + - Solution + - Template + - S3Bucket + region: !If + - bSingleRegion + - "" + - !Sub -${AWS::Region} + keyprefix: !FindInMap + - Solution + - Template + - KeyPrefix + stackName: !FindInMap + - Solution + - Stack + - CodeBuild + Parameters: + S3Bucket: !Sub + - ${bucket}${region} + - + bucket: !FindInMap + - Solution + - Template + - S3Bucket + region: !If + - bSingleRegion + - "" + - !Sub -${AWS::Region} + KeyPrefix: !FindInMap + - Solution + - Template + - KeyPrefix + SolutionId: !FindInMap + - Solution + - Project + - Id + SolutionLowerCaseId: !FindInMap + - Solution + - Project + - LowerCaseId + ResourcePrefix: !Sub + - ${solutionId}-${stackId} + - + solutionId: !FindInMap + - Solution + - Project + - LowerCaseId + stackId: !Select + - 4 + - !Split + - "-" + - !Select + - 2 + - !Split + - "/" + - !Ref AWS::StackId + # Faiss + FaissRepositoryName: !GetAtt ECRDescribeImages.FaissRepositoryName + FaissImageTag: !GetAtt ECRDescribeImages.FaissImageTag + FaissImageUri: !GetAtt ECRDescribeImages.FaissImageUri + # Shoppable + ShoppableRepositoryName: !GetAtt ECRDescribeImages.ShoppableRepositoryName + ShoppableImageTag: !GetAtt ECRDescribeImages.ShoppableImageTag + ShoppableImageUri: !GetAtt ECRDescribeImages.ShoppableImageUri + # ZeroshotClassifier + ZeroshotClassifierRepositoryName: !GetAtt ECRDescribeImages.ZeroshotClassifierRepositoryName + ZeroshotClassifierImageTag: !GetAtt ECRDescribeImages.ZeroshotClassifierImageTag + ZeroshotClassifierImageUri: !GetAtt ECRDescribeImages.ZeroshotClassifierImageUri + # ZeroshotObject + ZeroshotObjectRepositoryName: !GetAtt ECRDescribeImages.ZeroshotObjectRepositoryName + ZeroshotObjectImageTag: !GetAtt ECRDescribeImages.ZeroshotObjectImageTag + ZeroshotObjectImageUri: !GetAtt ECRDescribeImages.ZeroshotObjectImageUri + + ################################################################################ + # Custom::ECRDescribeImages + # Returns: + # * XXXRepositoryName + # * XXXImageTag + # * XXXImageUri (empty string if image not exist) + # * XXXImageDigest (empty string if image not exist) + CustomResourcesRoleECR: + Type: AWS::IAM::Policy + DependsOn: + - CheckVersionCompatibilityStatement + Properties: + Roles: + - !Ref CustomResourcesRole + PolicyName: AllowDescribeImagesECR + PolicyDocument: + Version: "2012-10-17" + Statement: + # ECR + - + Effect: Allow + Action: ecr:DescribeImages + Resource: + - !Sub + - arn:aws:ecr:${AWS::Region}:${AWS::AccountId}:repository/${repo} + - + repo: !FindInMap + - DockerImage + - Faiss + - Repo + - !Sub + - arn:aws:ecr:${AWS::Region}:${AWS::AccountId}:repository/${repo} + - + repo: !FindInMap + - DockerImage + - Shoppable + - Repo + - !Sub + - arn:aws:ecr:${AWS::Region}:${AWS::AccountId}:repository/${repo} + - + repo: !FindInMap + - DockerImage + - ZeroshotClassifier + - Repo + - !Sub + - arn:aws:ecr:${AWS::Region}:${AWS::AccountId}:repository/${repo} + - + repo: !FindInMap + - DockerImage + - ZeroshotObject + - Repo + + ECRDescribeImages: + DependsOn: CustomResourcesRoleECR + Type: Custom::ECRDescribeImages + Properties: + ServiceToken: !GetAtt CustomResourcesLambda.Arn + Data: + Faiss: + registryId: !Ref AWS::AccountId + repositoryName: !FindInMap + - DockerImage + - Faiss + - Repo + imageIds: + - imageTag: !FindInMap + - DockerImage + - Faiss + - Version + Shoppable: + registryId: !Ref AWS::AccountId + repositoryName: !FindInMap + - DockerImage + - Shoppable + - Repo + imageIds: + - imageTag: !FindInMap + - DockerImage + - Shoppable + - Version + ZeroshotClassifier: + registryId: !Ref AWS::AccountId + repositoryName: !FindInMap + - DockerImage + - ZeroshotClassifier + - Repo + imageIds: + - imageTag: !FindInMap + - DockerImage + - ZeroshotClassifier + - Version + ZeroshotObject: + registryId: !Ref AWS::AccountId + repositoryName: !FindInMap + - DockerImage + - ZeroshotObject + - Repo + imageIds: + - imageTag: !FindInMap + - DockerImage + - ZeroshotObject + - Version ################################################################################ # # PostProcess # * Attach Backend resources to ApiRole once stack is created + # * Attach Shoppable resources to ApiRole # * Create solution manifest # * Register cognito user # * Subscribe to SNS topic @@ -735,25 +1130,16 @@ Resources: ################################################################################ ApiRolePolicyBackend: Type: AWS::IAM::Policy + Metadata: + cfn_nag: + rules_to_suppress: + - + id: W76 + reason: Suppress SPCM warning to have fine grained permission Properties: Roles: - !GetAtt WebAppStack.Outputs.ApiRole - PolicyName: !Sub - - ${solutionId}-${stackId}-api-backend - - - solutionId: !FindInMap - - Solution - - Project - - LowerCaseId - stackId: !Select - - 4 - - !Split - - "-" - - !Select - - 2 - - !Split - - "/" - - !Ref AWS::StackId + PolicyName: ApiAccessBackendResources PolicyDocument: Version: "2012-10-17" Statement: @@ -767,6 +1153,8 @@ Resources: - !GetAtt BackendStack.Outputs.MainStateMachine - !GetAtt BackendStack.Outputs.IngestMainStateMachine - !GetAtt BackendStack.Outputs.AnalysisMainStateMachine + - !GetAtt BackendStack.Outputs.AssetRemovalStateMachine + - !GetAtt BackendStack.Outputs.UpdateFaceIndexerStateMachine - Effect: Allow Action: @@ -776,6 +1164,8 @@ Resources: - !Sub arn:aws:states:${AWS::Region}:${AWS::AccountId}:execution:${BackendStack.Outputs.MainStateMachineName}:* - !Sub arn:aws:states:${AWS::Region}:${AWS::AccountId}:execution:${BackendStack.Outputs.IngestMainStateMachineName}:* - !Sub arn:aws:states:${AWS::Region}:${AWS::AccountId}:execution:${BackendStack.Outputs.AnalysisMainStateMachineName}:* + - !Sub arn:aws:states:${AWS::Region}:${AWS::AccountId}:execution:${BackendStack.Outputs.AssetRemovalStateMachineName}:* + - !Sub arn:aws:states:${AWS::Region}:${AWS::AccountId}:execution:${BackendStack.Outputs.UpdateFaceIndexerStateMachine}:* # DynamoDB - read/write/delete from ingest and analysis tables - Effect: Allow @@ -784,16 +1174,41 @@ Resources: - dynamodb:Scan - dynamodb:UpdateItem - dynamodb:DeleteItem + - dynamodb:BatchGetItem + - dynamodb:BatchWriteItem Resource: - !GetAtt BackendStack.Outputs.AnalysisTableArn - !GetAtt BackendStack.Outputs.IngestTableArn + - !GetAtt BackendStack.Outputs.FaceIndexerTableArn # DynamoDB - read from ingest indices - Effect: Allow Action: - dynamodb:Query - dynamodb:Scan - Resource: !Sub ${BackendStack.Outputs.IngestTableArn}/index/* + Resource: + - !Sub ${BackendStack.Outputs.IngestTableArn}/index/* + - !Sub ${BackendStack.Outputs.FaceIndexerTableArn}/index/* + + # Allow API to access Shoppable db table + ApiRolePolicyShoppable: + Condition: bEnableShoppable + Type: AWS::IAM::Policy + Properties: + Roles: + - !GetAtt WebAppStack.Outputs.ApiRole + PolicyName: ApiAccessShoppableResources + PolicyDocument: + Version: "2012-10-17" + Statement: + # DynamoDB - read/write/delete from ingest and analysis tables + - + Effect: Allow + Action: + - dynamodb:GetItem + - dynamodb:BatchGetItem + - dynamodb:Query + Resource: !GetAtt ShoppableStack.Outputs.ShoppableTableArn ################################################################################ # CustomResourcesRoleMain @@ -836,6 +1251,13 @@ Resources: Effect: Allow Action: sns:Subscribe Resource: !GetAtt BackendStack.Outputs.SNSTopicArn + # Rekognition - create face collection on behalf + - + Effect: Allow + Action: + - rekognition:DescribeCollection + - rekognition:CreateCollection + Resource: !Sub arn:aws:rekognition:${AWS::Region}:${AWS::AccountId}:collection/* CreateSolutionManifest: DependsOn: CustomResourcesRoleMain @@ -889,6 +1311,8 @@ Resources: Main: !GetAtt BackendStack.Outputs.MainStateMachineName Ingest: !GetAtt BackendStack.Outputs.IngestMainStateMachineName Analysis: !GetAtt BackendStack.Outputs.AnalysisMainStateMachineName + AssetRemoval: !GetAtt BackendStack.Outputs.AssetRemovalStateMachineName + UpdateFaceIndexer: !GetAtt BackendStack.Outputs.UpdateFaceIndexerStateMachineName AIML: MinConfidence: !GetAtt BackendStack.Outputs.DefaultMinConfidence Detections: !Split @@ -915,10 +1339,27 @@ Resources: - Group - Admin LastUpdated: !GetAtt WebAppStack.Outputs.LastUpdated - # Knowledge Graph demo + # (OPTIONAL) Knowledge Graph demo KnowledgeGraph: - Endpoint: !Ref KnowledgeGraphEndpoint - ApiKey: !Ref KnowledgeGraphApiKey + Endpoint: !If + - bEnableKnowledgeGraph + - !GetAtt KnowledgeGraphStack.Outputs.ApiEndpoint + - "" + ApiKey: !If + - bEnableKnowledgeGraph + - !GetAtt KnowledgeGraphStack.Outputs.ApiKey + - "" + FoundationModels: !GetAtt WebAppStack.Outputs.FoundationModels + # (OPTIONAL) Shoppable + Shoppable: + Endpoint: !If + - bEnableShoppable + - !GetAtt ShoppableStack.Outputs.ApiEndpoint + - "" + ApiKey: !If + - bEnableShoppable + - !GetAtt ShoppableStack.Outputs.ApiKey + - "" CognitoRegisterUser: DependsOn: CreateSolutionManifest @@ -990,9 +1431,9 @@ Resources: - Solution - Project - Version - AnonymizedUsage: !FindInMap + AnonymousUsage: !FindInMap - Send - - AnonymizedUsage + - AnonymousUsage - Data OpenSearchCluster: !Ref OpenSearchCluster SolutionUuid: !GetAtt CoreStack.Outputs.SolutionUuid @@ -1004,9 +1445,11 @@ Resources: ################################################################################ Application: Type: AWS::ServiceCatalogAppRegistry::Application + DependsOn: + - CheckVersionCompatibilityStatement Properties: Description: !Sub - - Service Catalog application to track and manage all your resources. The Solution ID is ${solutionId} and Solution Version is ${solutionVersion}. + - Service Catalog application to track and manage all your resources. The Solution ID is ${solutionId} and Solution Version is ${solutionVersion}. - solutionId: !FindInMap - Solution @@ -1034,10 +1477,12 @@ Resources: DefaultApplicationAttributes: Type: AWS::ServiceCatalogAppRegistry::AttributeGroup + DependsOn: + - CheckVersionCompatibilityStatement Properties: Name: !Join ["-", [!Ref "AWS::Region", !Ref "AWS::StackName"]] Description: Attribute group for solution information. - Attributes: { + Attributes: { "ApplicationType": !FindInMap [Solution, Project, ApplicationType], "Version": !FindInMap [Solution, Project, Version], "SolutionID": !FindInMap [Solution, Project, Id], @@ -1078,6 +1523,187 @@ Resources: Resource: !Ref BackendStack ResourceType: CFN_STACK + AppRegistryApplicationStackAssociationGraphStack: + Condition: bEnableKnowledgeGraph + Type: AWS::ServiceCatalogAppRegistry::ResourceAssociation + Properties: + Application: !GetAtt Application.Id + Resource: !Ref KnowledgeGraphStack + ResourceType: CFN_STACK + + AppRegistryApplicationStackAssociationShoppableStack: + Condition: bEnableShoppable + Type: AWS::ServiceCatalogAppRegistry::ResourceAssociation + Properties: + Application: !GetAtt Application.Id + Resource: !Ref ShoppableStack + ResourceType: CFN_STACK + + AppRegistryApplicationStackAssociationCodeBuildStack: + Type: AWS::ServiceCatalogAppRegistry::ResourceAssociation + Properties: + Application: !GetAtt Application.Id + Resource: !Ref CodeBuildStack + ResourceType: CFN_STACK + + ################################################################################ + # + # (EXPERIMENTAL FEATURES) + # * Knowledge Graph + # * Shoppable Experience + # + ################################################################################ + KnowledgeGraphStack: + Condition: bEnableKnowledgeGraph + Type: AWS::CloudFormation::Stack + Properties: + TemplateURL: !Sub + - http://${bucket}${region}.s3.amazonaws.com/${keyprefix}/${stackName} + - + bucket: !FindInMap + - Solution + - Template + - S3Bucket + region: !If + - bSingleRegion + - "" + - !Sub -${AWS::Region} + keyprefix: !FindInMap + - Solution + - Template + - KeyPrefix + stackName: !FindInMap + - Solution + - Stack + - Graph + Parameters: + S3Bucket: !Sub + - ${bucket}${region} + - + bucket: !FindInMap + - Solution + - Template + - S3Bucket + region: !If + - bSingleRegion + - "" + - !Sub -${AWS::Region} + KeyPrefix: !FindInMap + - Solution + - Template + - KeyPrefix + SolutionId: !FindInMap + - Solution + - Project + - Id + SolutionLowerCaseId: !FindInMap + - Solution + - Project + - LowerCaseId + ResourcePrefix: !Sub + - ${solutionId}-${stackId} + - + solutionId: !FindInMap + - Solution + - Project + - LowerCaseId + stackId: !Select + - 4 + - !Split + - "-" + - !Select + - 2 + - !Split + - "/" + - !Ref AWS::StackId + CustomUserAgent: !FindInMap + - Solution + - Project + - CustomUserAgent + CidrBlock: !Ref CidrBlock + AwsSdkLayer: !GetAtt CoreStack.Outputs.AwsSdkLayer + CoreLibLayer: !GetAtt CoreStack.Outputs.CoreLibLayer + SolutionUuid: !GetAtt CoreStack.Outputs.SolutionUuid + IngestBucket: !GetAtt CoreStack.Outputs.IngestBucket + ProxyBucket: !GetAtt CoreStack.Outputs.ProxyBucket + # Media2Cloud Workflow events + UnifiedStateMachineStatusBusName: !GetAtt CoreStack.Outputs.UnifiedStateMachineStatusBusName + + ShoppableStack: + Condition: bEnableShoppable + Type: AWS::CloudFormation::Stack + Properties: + TemplateURL: !Sub + - http://${bucket}${region}.s3.amazonaws.com/${keyprefix}/${stackName} + - + bucket: !FindInMap + - Solution + - Template + - S3Bucket + region: !If + - bSingleRegion + - "" + - !Sub -${AWS::Region} + keyprefix: !FindInMap + - Solution + - Template + - KeyPrefix + stackName: !FindInMap + - Solution + - Stack + - Shoppable + Parameters: + S3Bucket: !Sub + - ${bucket}${region} + - + bucket: !FindInMap + - Solution + - Template + - S3Bucket + region: !If + - bSingleRegion + - "" + - !Sub -${AWS::Region} + KeyPrefix: !FindInMap + - Solution + - Template + - KeyPrefix + SolutionId: !FindInMap + - Solution + - Project + - Id + SolutionLowerCaseId: !FindInMap + - Solution + - Project + - LowerCaseId + SolutionUuid: !GetAtt CoreStack.Outputs.SolutionUuid + ResourcePrefix: !Sub + - ${solutionId}-${stackId} + - + solutionId: !FindInMap + - Solution + - Project + - LowerCaseId + stackId: !Select + - 4 + - !Split + - "-" + - !Select + - 2 + - !Split + - "/" + - !Ref AWS::StackId + CustomUserAgent: !FindInMap + - Solution + - Project + - CustomUserAgent + AwsSdkLayer: !GetAtt CoreStack.Outputs.AwsSdkLayer + CoreLibLayer: !GetAtt CoreStack.Outputs.CoreLibLayer + ProxyBucket: !GetAtt CoreStack.Outputs.ProxyBucket + ShoppableImageUri: !GetAtt CodeBuildStack.Outputs.ShoppableImageUri + # Media2Cloud Workflow events + UnifiedStateMachineStatusBusName: !GetAtt CoreStack.Outputs.UnifiedStateMachineStatusBusName + Outputs: HomePage: Value: !GetAtt WebAppStack.Outputs.HomePage diff --git a/deployment/run-unit-tests.sh b/deployment/run-unit-tests.sh old mode 100755 new mode 100644 index 84bbab9..a3e4078 --- a/deployment/run-unit-tests.sh +++ b/deployment/run-unit-tests.sh @@ -10,32 +10,17 @@ echo "Running unit tests" echo "------------------------------------------------------------------------------" echo "Installing Testing Dependencies" echo "------------------------------------------------------------------------------" -pushd ../source -npm install -g \ - aws-sdk \ - aws-sdk-mock \ - browserify \ - chai \ - eslint \ - eslint-config-airbnb-base \ - eslint-plugin-import \ - mocha \ - nock \ - npm-run-all \ - sinon \ - sinon-chai \ - uglify-es +pushd .. +npm install -g jest +npm install --include=dev popd # # Testing lambda packages # -PACKAGES=( - "layers/core-lib" - "layers/mediainfo" - "main/ingest/document" - "layers/service-backlog-lib/" +PACKAGES=(\ + "api" \ ) for package in "${PACKAGES[@]}"; do @@ -52,6 +37,8 @@ done # Testing lambda layers # LAYERS=(\ + "core-lib" \ + "service-backlog-lib" \ "mediainfo" \ ) diff --git a/deployment/tutorials/1-creating-media2cloud-stack.md b/deployment/tutorials/1-creating-media2cloud-stack.md index fb3adda..776aeab 100644 --- a/deployment/tutorials/1-creating-media2cloud-stack.md +++ b/deployment/tutorials/1-creating-media2cloud-stack.md @@ -1,6 +1,6 @@ ## Tutorial 1: Creating the Guidance for Media2Cloud on AWS using AWS CloudFormation service -In this tutorial, we will walk through the steps to create your first Guidance for Media2Cloud on AWS using AWS CloudFormation service. If you are not familiar with AWS CloudFormation service, [click here](https://aws.amazon.com/cloudformation/) to learn more. +In this tutorial, we will walk through the steps to create your first Guidance for Media2Cloud on AWS on AWS using AWS CloudFormation service. If you are not familiar with AWS CloudFormation service, [click here](https://aws.amazon.com/cloudformation/) to learn more. Two options we will discuss: * [Option 1: Launch stack on AWS Console](#option-1-launching-stack-on-aws-console) @@ -38,7 +38,7 @@ Make sure the following capabilities are checked: - [x] I acknowledge that AWS CloudFormation might create IAM resources with custom names. - [x] I acknowledge that AWS CloudFormation might require the following capability: CAPABILITY_AUTO_EXPAND -Click **Create stack** to create the guidance. +Click **Create stack** to create the solution. __ diff --git a/deployment/tutorials/2-using-media2cloud-restful-api.md b/deployment/tutorials/2-using-media2cloud-restful-api.md index 140555c..191b402 100644 --- a/deployment/tutorials/2-using-media2cloud-restful-api.md +++ b/deployment/tutorials/2-using-media2cloud-restful-api.md @@ -1,17 +1,17 @@ ## Tutorial 2. Using the Media2Cloud RESTful APIs to ingest, analyze, and search contents -In [Tutorial 1: Creating the Guidance for Media2Cloud on AWS using AWS CloudFormation service](./1-creating-media2cloud-stack.md), we have created our own Media2Cloud stack and were able to upload images and videos using the Media2Cloud Web Portal. +In [Tutorial 1: Creating the Guidance for Media2Cloud on AWS using AWS CloudFormation service](./1-creating-media2cloud-stack.md), we have created our own Guidance for Media2Cloud on AWS and were able to upload images and videos using the Media2Cloud Web Portal. -In this tutorial, we will use the Media2Cloud RESTful APIs to programmatically drive different workflows. This is useful when we plan to integrate Media2Cloud into other workflows such as Media Supply Chain, Media Asset Management, Archive Migration workflows. +In this tutorial, we will use the Media2Cloud RESTful APIs to programmatically drive different workflows. This is useful when we plan to integrate Guidance for Media2Cloud on AWS into other workflows such as Media Supply Chain, Media Asset Management, Archive Migration workflows. _ _Check out how UKTV uses Guidance for Media2Cloud on AWS in their Media Supply Chain_ -[![UKTV Enhances Media Workstreams and Functions with Guidance for Media2Cloud on AWS](https://img.youtube.com/vi/cz03AFD1T-c/0.jpg)](https://www.youtube.com/watch?v=cz03AFD1T-c) +[![UKTV Enhances Media Workstreams and Functions with an AWS Solution](https://img.youtube.com/vi/cz03AFD1T-c/0.jpg)](https://www.youtube.com/watch?v=cz03AFD1T-c) _And, how Formula 1 uses Media2Cloud for the archive migration workflow_ -[![Guidance for Media2Cloud on AWS: Architecture for the Formula 1 Legacy](https://img.youtube.com/vi/CANn5FdkNbA/0.jpg)](https://www.youtube.com/watch?v=CANn5FdkNbA) +[![AWS Solutions Media2Cloud: Architecture for the Formula 1 Legacy](https://img.youtube.com/vi/CANn5FdkNbA/0.jpg)](https://www.youtube.com/watch?v=CANn5FdkNbA) ### In this tutorial, we will @@ -166,7 +166,7 @@ Before we upload an image file, we need to know where (or which bucket) we shoul ### Find the ingest bucket from the CloudFormation stack -Media2Cloud stack creates numbers of buckets for different purposes. The bucket naming convention is `so0050-{stackId}-{accountId}-{region}-{suffix}` where +Guidance for Media2Cloud on AWS creates numbers of buckets for different purposes. The bucket naming convention is `so0050-{stackId}-{accountId}-{region}-{suffix}` where | Component | Description | | :-- | :-- | @@ -220,7 +220,7 @@ aws cloudformation describe-stack-resources --stack-name m2c-demo ``` -#### 2: Find the nested stack called `CoreStack` which is the stack that creates all the buckets for the guidance. Find the `PhysicalResourceId` of the `CoreStack` based on `LogicalResourceId` +#### 2: Find the nested stack called `CoreStack` which is the stack that creates all the buckets for the solution. Find the `PhysicalResourceId` of the `CoreStack` based on `LogicalResourceId` ```shell jq '.StackResources[] | select(.LogicalResourceId == "CoreStack") | .PhysicalResourceId' | tr -d '"' @@ -314,7 +314,7 @@ curl https://{apiId}.execute-api.{region}.amazonaws.com/demo/assets \ } ``` -where `uuid` is the unique Id of the content now being ingested to the Media2Cloud. +where `uuid` is the unique Id of the content now being ingested to the Guidance for Media2Cloud on AWS. __ @@ -856,7 +856,7 @@ __ #### 2. Replace the curly bracket-ed parameters: * `{accessKey}` and `{secretKey}` with the credentials in [Step 1: Create an IAM user](#create-access-key-for-the-user) -* `{region}` with the AWS region we created the Media2Cloud stack +* `{region}` with the AWS region we created the Guidance for Media2Cloud on AWS * `{ApiEndpoint}` with the [Media2Cloud API Endpoint from Step 2](#step-2-locate-media2cloud-api-endpoint). #### 3. Save the file as `Media2CloudPostmanCollection.json` diff --git a/deployment/tutorials/3-automate-ingest-analysis-workflow.md b/deployment/tutorials/3-automate-ingest-analysis-workflow.md index 5a3df74..a06f997 100644 --- a/deployment/tutorials/3-automate-ingest-analysis-workflow.md +++ b/deployment/tutorials/3-automate-ingest-analysis-workflow.md @@ -1,6 +1,6 @@ ## Tutorial 3: Automating ingest and analysis workflow with Amazon EventBridge -Amazon S3 supports [numbers of event notification](https://docs.aws.amazon.com/AmazonS3/latest/userguide/notification-how-to-event-types-and-destinations.html) mechanisms. In this tutorial, we will focus on using Amazon EventBridge service to automate the ingest and analysis workflow of Media2Cloud such that when we upload a file to the Amazon S3 ingest bucket, it automatically starts the process. The diagram below illustrates the sequences of the event-driven approach. +Amazon S3 supports [numbers of event notification](https://docs.aws.amazon.com/AmazonS3/latest/userguide/notification-how-to-event-types-and-destinations.html) mechanisms. In this tutorial, we will focus on using Amazon EventBridge service to automate the ingest and analysis workflow of Guidance for Media2Cloud on AWS such that when we upload a file to the Amazon S3 ingest bucket, it automatically starts the process. The diagram below illustrates the sequences of the event-driven approach. ![Auto ingest and analysis workflow](./images/ingest-analysis-automation.png) @@ -57,7 +57,7 @@ Copy and paste the following JSON document to a text editor and save it as `Medi Make sure to replace * `{ingest-bucket}` to the [ingest bucket name obtained in the previous tutorial](./2-using-media2cloud-restful-api.md#find-the-ingest-bucket-from-the-cloudformation-stack) and -* `{region}` to the AWS region such as `us-east-1` you are running the Media2Cloud +* `{region}` to the AWS region such as `us-east-1` you are running the Guidance for Media2Cloud on AWS ```json diff --git a/deployment/tutorials/4-downstream-integration.md b/deployment/tutorials/4-downstream-integration.md index 77e6e62..e17fd14 100644 --- a/deployment/tutorials/4-downstream-integration.md +++ b/deployment/tutorials/4-downstream-integration.md @@ -157,7 +157,7 @@ Make sure to replace The JSON document describes the event rule we are interested: * source of the event must be `aws.states` service * type of Step Functions event we care is `Step Functions Execution Status Change` -* events we will process must be from the Main state machine of the Media2Cloud, `{mainStateMachineArn}` +* events we will process must be from the Main state machine of the Guidance for Media2Cloud on AWS, `{mainStateMachineArn}` * status we are interested in is `SUCCEEDED` referring to the state machine execution has completed * At last, optionally filtering out events that are not in `{region}` region. diff --git a/deployment/tutorials/Media2CloudV3.drawio b/deployment/tutorials/Media2CloudV3.drawio deleted file mode 100644 index fdfe0aa..0000000 --- a/deployment/tutorials/Media2CloudV3.drawio +++ /dev/null @@ -1 +0,0 @@ -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 \ No newline at end of file diff --git a/deployment/tutorials/README.md b/deployment/tutorials/README.md index 901991b..84295a7 100644 --- a/deployment/tutorials/README.md +++ b/deployment/tutorials/README.md @@ -1,6 +1,6 @@ ## Media2Cloud V3 mini workshop series -Welcome to this mini workshop series of Guidance for Media2Cloud on AWS. The workshop consists of four tutorials that we discuss how to use the Media2Cloud programmatically. +Welcome to this mini workshop series of Media2Cloud V3 solution. The workshop consists of four tutorials that we discuss how to use the Guidance for Media2Cloud on AWS programmatically. * [Tutorial 1: Creating the Guidance for Media2Cloud on AWS using AWS CloudFormation service](./1-creating-media2cloud-stack.md) * [Tutorial 2: Using the Media2Cloud RESTful APIs to ingest and search contents](./2-using-media2cloud-restful-api.md) @@ -52,5 +52,5 @@ Bonus section in [Tutorial 2: Using the Media2Cloud RESTful APIs to ingest and s __ -Let's start. Next to [Tutorial 1: Creating Guidance for Media2Cloud on AWS using AWS CloudFormation service](./1-creating-media2cloud-stack.md) +Let's start. 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a/deployment/tutorials/samples/dummy-downstream-process-stack.yaml +++ b/deployment/tutorials/samples/dummy-downstream-process-stack.yaml @@ -62,14 +62,13 @@ Resources: Properties: FunctionName: downstream-collect-results Description: (Media2Cloud Tutorial) Downstream Process state machine lambda - Runtime: nodejs16.x + Runtime: nodejs20.x MemorySize: 256 Timeout: 900 Handler: index.handler Role: !GetAtt DownstreamCollectResultsRole.Arn Code: ZipFile: | - const AWS = require('aws-sdk'); exports.handler = async (event, context) => { console.log(JSON.stringify(event, null, 2)); return event; diff --git a/deployment/tutorials/samples/start-reachengine-workflow.js b/deployment/tutorials/samples/start-reachengine-workflow.js deleted file mode 100644 index acd654f..0000000 --- a/deployment/tutorials/samples/start-reachengine-workflow.js +++ /dev/null @@ -1,352 +0,0 @@ -/** - * Sample code to start Level Beyond ReachEngine workflow on receiving analysis SNS notification - * Convert and consolidate analysis result into a JSON format that ReachEngine can import to a project - */ -const AWS = require('aws-sdk'); -const URL = require('url'); -const PATH = require('path'); -const HTTPS = require('https'); - -/* Refer to Comprehend Entity types */ -/* https://docs.aws.amazon.com/comprehend/latest/dg/API_Entity.html */ -const ENTITY_MAP = { - PERSON: 'Persons', - LOCATION: 'Locations', - ORGANIZATION: 'Organizations', - COMMERCIAL_ITEM: 'CommercialItems', - EVENT: 'Events', - DATE: 'Dates', - QUANTITY: 'Quantities', - TITLE: 'Titles', - OTHER: 'Others', -}; - -/* Minimum confidence level */ -const MIN_CONFIDENCE = 80; - -/* ReachEngine RESTful API endpoint */ -const REACHENGINE_ENDPOINT = 'https:///reachengine/api/workflows/m2cIngest/start'; - -/* ReachEngine API Key */ -const REACHENGINE_API_KEY = 'API_KEY'; - -/** - * - * @param {URL} url - ReachEngine URL - * @param {object} content - JSON object - */ -async function send(url, content) { - return new Promise((resolve, reject) => { - const body = JSON.stringify(content); - const options = { - method: 'POST', - protocol: url.protocol, - hostname: url.hostname, - path: url.path, - port: url.port, - headers: { - apiKey: REACHENGINE_API_KEY, - 'Content-Type': 'application/json', - 'Content-Length': Buffer.byteLength(body), - }, - }; - - const buffers = []; - const request = HTTPS.request(options, (response) => { - response.on('data', chunk => buffers.push(chunk)); - response.on('end', () => resolve(Buffer.concat(buffers).toString())); - }); - request.on('error', e => reject(e)); - request.write(body); - request.end(); - }); -} - -/** - * @async - * @function downloadFile - * @description helper function to download analysis results - */ -async function downloadFile(bucket, key, bodyOnly = true) { - const s3 = new AWS.S3({ - apiVersion: '2006-03-01', - computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - }); - - return s3.getObject({ - Bucket: bucket, - Key: key, - }).promise() - .then(data => - ((bodyOnly) ? data.Body.toString() : data)) - .catch((e) => { - throw new Error(`${e.statusCode} ${e.code} ${bucket}/${key}`); - }); -} - -/** - * @async - * @function uploadFile - * @description helper function to upload RE-specific analysis output to proxy bucket - */ -async function uploadFile(bucket, prefix, name, data) { - const s3 = new AWS.S3({ - apiVersion: '2006-03-01', - computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - }); - - return s3.putObject({ - Bucket: bucket, - Key: PATH.join(prefix, name), - ContentType: 'application/json', - ContentDisposition: `attachment; filename="${name}"`, - ServerSideEncryption: 'AES256', - Body: (typeof data === 'string') ? data : JSON.stringify(data, null, 2), - }).promise().catch((e) => { - throw new Error(`${e.statusCode} ${e.code} ${bucket}/${prefix}/${name}`); - }); -} - -/** - * @async - * @function computeGeometricMean - * @description averaging confidence score - */ -function computeGeometricMean(items) { - const filtered = items.filter(x => x !== undefined); - if (!filtered.length) { - return undefined; - } - const power = 1 / filtered.length; - return filtered.reduce((a0, c0) => a0 * Math.pow(c0, power), 1); -} - -/** - * @async - * @function formatTimelineItem - * @description formating timeline items to RE-specific format - */ -function formatTimelineItem(data) { - const count = data.reduce((a0, c0) => a0 + c0.count, 0); - const confidence = computeGeometricMean(data.map(x => x.confidence)); - const timelines = data.map(x => ({ - In: x.begin, - Out: x.end, - })); - return { - Count: count, - Confidence: Number.parseFloat(Number(confidence).toFixed(2)), - Timelines: timelines, - }; -} - -/** - * @async - * @function getRekognitionResults - * @description download and process Rekognition typed analysis results - */ -async function getRekognitionResults(type, bucket, data) { - const rekognition = (data.video || {}).rekognition || {}; - if (!(rekognition[type] || {}).output || !(rekognition[type] || {}).metadata) { - return undefined; - } - - const response = {}; - const names = Object.keys(JSON.parse(await downloadFile(bucket, rekognition[type].output))); - - while (names.length) { - const name = names.shift(); - const key = PATH.join(rekognition[type].metadata, `${name.toLowerCase().replace(/\s/g, '_')}.json`); - let results = await downloadFile(bucket, key).catch(() => undefined); - if (!results) { - continue; - } - results = JSON.parse(results).filter(x => x.confidence > MIN_CONFIDENCE); - if (results.length) { - response[name.replace(/_/g, ' ')] = formatTimelineItem(results); - } - } - - return (Object.keys(response).length === 0) - ? undefined - : response; -} - -/** - * @async - * @function getComprehendResults - * @description download and process Comprehend typed analysis results - */ -async function getComprehendResults(type, bucket, data) { - if (!((data.audio.comprehend || {})[type] || {}).metadata) { - return undefined; - } - - const results = JSON.parse(await downloadFile(bucket, data.audio.comprehend[type].metadata)).filter(x => - x.confidence > MIN_CONFIDENCE); - - if (!results.length) { - return undefined; - } - - if (type !== 'entity') { - return results.reduce((a0, c0) => ({ - ...a0, - [c0.text]: { - Count: 1, - Confidence: c0.confidence, - Timelines: [{ - In: c0.begin, - Out: c0.end, - }], - }, - }), {}); - } - - /* special handling for entity detection, we need to group the results by cateogry */ - const entities = {}; - while (results.length) { - const result = results.shift(); - const category = ENTITY_MAP[result.type] || 'Unknown'; - entities[category] = { - ...entities[category], - [result.text]: { - Count: 1, - Confidence: result.confidence, - Timelines: [{ - In: result.begin, - Out: result.end, - }], - }, - }; - } - return entities; -} - -/** - * @async - * @function getVideoAnalysisResult - * @description process video analysis results, different Rekognition categories - */ -async function getVideoAnalysisResult(bucket, data) { - const [ - celeb, - facematch, - label, - ] = await Promise.all([ - getRekognitionResults('celeb', bucket, data), - getRekognitionResults('facematch', bucket, data), - getRekognitionResults('label', bucket, data), - ]); - - return { - Labels: label || {}, - Celebrities: { - ...celeb, - ...facematch, - }, - }; -} - -/** - * @async - * @function getAudioAnalysisResult - * @description process audio analysis results, different Comprehend categories - */ -async function getAudioAnalysisResult(bucket, data) { - const [ - entity, - keyphrase, - ] = await Promise.all([ - getComprehendResults('entity', bucket, data), - getComprehendResults('keyphrase', bucket, data), - ]); - - return { - ...entity, - KeyPhrases: keyphrase || {}, - }; -} - -/** - * @async - * @function parseAnalysisResults - * @description process all analysis results - */ -async function parseAnalysisResults(bucket, data) { - const [ - video, - audio, - ] = await Promise.all([ - getVideoAnalysisResult(bucket, data), - getAudioAnalysisResult(bucket, data), - ]); - - return { - ...video, - ...audio, - }; -} - -/** - * @async - * @function makeReachEngineParams - * @description process all analysis results and compile RE-specific params to start RE workflow - */ -async function makeReachEngineParams(payload) { - const src = payload.data.src; - const proxy = payload.input.video; - - const prefix = proxy.baseDir; - const name = 'output_reachengine.json'; - const parsed = await parseAnalysisResults(proxy.bucket, payload.data); - await uploadFile(proxy.bucket, prefix, name, parsed); - - console.log(JSON.stringify(parsed, null, 2)); - - return { - sourceS3Path: `s3://${src.bucket}/${src.key}`, - proxyS3Path: `s3://${proxy.bucket}/${proxy.key}`, - subtitleS3Path: `s3://${proxy.bucket}/${payload.data.audio.transcribe.vtt}`, - metadataJsonS3Path: `s3://${proxy.bucket}/${prefix}/${name}`, - }; -} - -/** - * @function handler - * @description function to start ReachEngine workflow - */ -exports.handler = async (event, context) => { - /* parse SNS message */ - const message = JSON.parse(event.Records[0].Sns.Message); - console.log(`message = ${JSON.stringify(message, null, 2)}`); - - /* look for 'stateMachine' key and make sure the value suffix is 'analysis' */ - /* ie. SO0050--analysis */ - if (message.stateMachine.split('-').pop() !== 'analysis') { - return undefined; - } - - /* only handle 'video' */ - if (message.data.src.type !== 'video') { - return undefined; - } - - /* parse analysis result and prepare params for starting RE workflow */ - const params = await makeReachEngineParams(message); - console.log(`params = ${JSON.stringify(params, null, 2)}`); - - /* start RE */ - const endpoint = URL.parse(REACHENGINE_ENDPOINT); - const response = await send(endpoint, params).catch((e) => { - console.error(e); - throw e; - }); - - console.log(`response = ${JSON.stringify(response, null, 2)}`); - return response; -}; diff --git a/docker/.eslintrc.json b/docker/.eslintrc.json new file mode 100644 index 0000000..9b47bdb --- /dev/null +++ b/docker/.eslintrc.json @@ -0,0 +1,55 @@ +{ + "extends": ["airbnb-base"], + "rules": { + "strict": "error", + "func-names": ["error", "never"], + "comma-dangle": ["error", { + "arrays": "always-multiline", + "objects": "always-multiline", + "imports": "always-multiline", + "exports": "always-multiline", + "functions": "never" + }], + "no-use-before-define": ["error", { + "functions": false, + "classes": true, + "variables": true + }], + "prefer-arrow-callback": 0, + "prefer-object-spread": 0, + "arrow-parens": 0, + "max-classes-per-file": 0, + "implicit-arrow-linebreak": 0, + "operator-linebreak": 0, + "no-unused-vars": 0, + "class-methods-use-this": 0, + "no-plusplus": 0, + "no-continue": 0, + "no-alert": 0, + "no-console": 0, + "max-len": 0, + "no-nested-ternary": 0, + "no-await-in-loop": 0, + "no-loop-func": 0, + "no-restricted-globals": 0, + "prefer-destructuring": 0, + "no-restricted-properties": 0, + "import/extensions": 0, + "import/no-absolute-path": 0, + "import/no-unresolved": 0, + "no-underscore-dangle": 0, + "no-return-assign": 0, + "no-restricted-syntax": [ + "error", + "ForInStatement", + "LabeledStatement", + "WithStatement" + ] + }, + "env": { + "es6": true, + "browser": false, + "node": true, + "jquery": false + } +} diff --git a/docker/faiss-on-aws/.version b/docker/faiss-on-aws/.version new file mode 100644 index 0000000..9faa1b7 --- /dev/null +++ b/docker/faiss-on-aws/.version @@ -0,0 +1 @@ +0.1.5 diff --git a/docker/faiss-on-aws/Dockerfile b/docker/faiss-on-aws/Dockerfile new file mode 100644 index 0000000..2e385b7 --- /dev/null +++ b/docker/faiss-on-aws/Dockerfile @@ -0,0 +1,66 @@ +# Python 3.10 + +##################################################################### +# +# Build Stage: install packages and preload models from HF +# +##################################################################### +FROM public.ecr.aws/lambda/python:3.10 AS build + +# Update with the latest security patches +# Install packages required for the build process +RUN \ +yum update -y && \ +python3.10 -m pip install --no-cache-dir --upgrade pip && \ +python3.10 -m pip install --no-cache-dir \ +boto3 \ +faiss-cpu \ +numpy \ +pillow \ +packaging \ +-t /opt/packages + +# set python package look up path +ENV \ +PYTHONPATH=/opt/packages:$PYTHONPATH + +# Copy function code +COPY .version app.py app.test.py utils.py ./ + +# Run quick test +RUN \ +python3.10 app.test.py && \ +echo "== Build stage completed ==" + +##################################################################### +# +# Release Stage: copy python packages and models from build stage +# +##################################################################### +FROM public.ecr.aws/lambda/python:3.10 AS release + +# Update system libraries and pip +RUN \ +yum update -y && \ +yum clean all && \ +python3.10 -m pip install --no-cache-dir --upgrade pip + +# Copy packages and models from build +COPY --from=build /opt /opt + +# Copy application +COPY .version app.py app.test.py utils.py ./ + +# set python package look up path +# cache config files +# cache model +ENV \ +PYTHONPATH=/opt/packages:$PYTHONPATH + +RUN echo "== Release stage completed ==" + +# Set entrypoint +CMD [ "app.lambda_handler" ] + +# For testing locally +# docker run -it --entrypoint /bin/bash image-id diff --git a/docker/faiss-on-aws/app.py b/docker/faiss-on-aws/app.py new file mode 100644 index 0000000..7bd3120 --- /dev/null +++ b/docker/faiss-on-aws/app.py @@ -0,0 +1,91 @@ +# pyright: reportMissingImports=false, reportMissingModuleSource=false +import traceback +import os +import json +import time +import faiss +import numpy as np +from utils import get_object, put_object + +# image embedding size +DIMENSION = 768 + +def test_mode(): + """ + test_mode() runs test to ensure faiss installed + """ + index = faiss.IndexFlatIP(3) + + for item in [[1, 1, 1], [1, 2, 1], [1, 3, 1], [1, 4, 1]]: + embeddings = np.array([item]) + index.add(embeddings) + print(index.ntotal) + +def lambda_handler(event, context): + """ + lambda_handler() lambda entrypoint + :param event: requires {"bucket", "prefix", "embeddings", "similarity"} + :param context: lambda context + : return: event + """ + frame_similarity = [] + try: + # special case + if len(event.keys()) == 0: + return test_mode() + + if not set(("bucket", "prefix", "embeddings", "similarity")).issubset(event): + raise ValueError("missing input field(s)") + + bucket = event["bucket"] + prefix = event["prefix"] + key = os.path.join(prefix, event["embeddings"]) + output = event["similarity"] + + tsta = round(time.time() * 1000) if "tsta" not in event else event["tsta"] + + # load embeddings json and index it + frames = json.loads(get_object(bucket, key)) + + # create index + dimension = len(frames[0]["embeddings"]) + index = faiss.IndexFlatIP(dimension) # cosine similarity + + for frame in frames: + embeddings = np.array([frame["embeddings"]]) + index.add(embeddings) + print(index.ntotal) + + # for each item, search for similar frames + for idx in range(len(frames)): + frame = frames[idx] + embeddings = np.array([frame["embeddings"]]) + D, I = index.search(embeddings, k = 20) + similar_frames = [ { "I": int(i), "D": float(d) } for i, d in zip(I[0], D[0]) ] + similar_frames = list(filter(lambda x: x["D"] > 0.70 and x["I"] != idx, similar_frames)) + + frame_similarity.append({ + "idx": idx, + "name": frame["name"], + "similar_frames": similar_frames + }) + + # upload json output + output_key = os.path.join(prefix, output) + put_object( + bucket, + output_key, + json.dumps(frame_similarity, default=str), + "application/json") + + # update event for the next re-entry of the lambda + tend = round(time.time() * 1000) + event["tsta"] = tsta + event["tend"] = tend + print(f"== TOTAL RUNTIME: {round((tend - tsta) / 1000)}s ==") + + return event + except Exception as e: + print(f"[ERR]: {type(e).__name__}") + traceback.print_exc() + raise e diff --git a/docker/faiss-on-aws/app.test.py b/docker/faiss-on-aws/app.test.py new file mode 100644 index 0000000..abb34ac --- /dev/null +++ b/docker/faiss-on-aws/app.test.py @@ -0,0 +1,9 @@ +import sys +from app import lambda_handler + +event = {} +context = {} + +if __name__ == "__main__": + response = lambda_handler(event, context) + print('response', response) diff --git a/docker/faiss-on-aws/utils.py b/docker/faiss-on-aws/utils.py new file mode 100644 index 0000000..3e1b2a5 --- /dev/null +++ b/docker/faiss-on-aws/utils.py @@ -0,0 +1,116 @@ +# pyright: reportMissingImports=false, reportMissingModuleSource=false +import boto3 +import json +import base64 +from io import BytesIO +from PIL import Image +from urllib.parse import urlparse + +session = boto3.Session() +s3 = session.client("s3") + +def get_object(bucket, key): + """ + get_object() get_object from S3 and loads it into Image. + + :param bucket: S3 bucket name + :param key: S3 object key + :return: Body + """ + if bucket is None or key is None: + raise ValueError('missing bucket or key') + + return s3.get_object( + Bucket = bucket, + Key = key + )["Body"].read() + +def get_object_uri(s3uri): + """ + get_object_uri() get object from S3 + + :param s3uri: in a format of s3://bucket/key + :return: Body + """ + url = urlparse(s3uri) + bucket = url.netloc + key = url.path[1:] + return get_object(bucket, key) + +def put_object(bucket, key, body, mime = "application/json"): + """ + put_object() wrapper function of s3.put_object + + :param bucket: S3 bucket name + :param key: S3 object key + :param body: payload + :param mime: default to application/json + """ + return s3.put_object( + Bucket = bucket, + Key = key, + Body = body, + ContentType = mime + ) + +def load_from_s3(bucket, key): + """ + load_from_s3() get_object from S3 and loads it into Image. + + :param bucket: S3 bucket name + :param key: S3 object key + :return: Image object + """ + bytes = get_object(bucket, key) + return Image.open(BytesIO(bytes)) + +def load_from_s3uri(s3uri): + """ + load_from_s3uri() get_object from S3 and loads it into Image. + + :param s3uri: in a format of s3://bucket/key + :return: Image object + """ + url = urlparse(s3uri) + bucket = url.netloc + key = url.path[1:] + + return load_from_s3(bucket, key) + +def load_from_file(file): + """ + load_from_file() loads image from local path + + :param file path + :return: Image object + """ + return Image.open(file) + +def load_from_blob(blob): + """ + load_from_blob() loads image from blob via HTTP request + + :param file path + :return: Image object + """ + return Image.open(BytesIO(base64.b64decode(blob))) + +def load_classes(path): + if path.find("s3://") > -1: + body = get_object_uri(path).decode('utf-8') + return json.loads(body) + return json.load(open(path)) + +def quit_now(context): + """ + quit_now() checks AWS Lambda remaining time. If it is about to terminate, return True + + :param context: context pass in to the lambda function + :return: True indicates we have less than a minute of the lambda time + """ + + if (context is not None + and "get_remaining_time_in_millis" in dir(context) + and context.get_remaining_time_in_millis() <= 60000): + return True + return False diff --git a/docker/shoppable-on-aws/.version b/docker/shoppable-on-aws/.version new file mode 100644 index 0000000..d917d3e --- /dev/null +++ b/docker/shoppable-on-aws/.version @@ -0,0 +1 @@ +0.1.2 diff --git a/docker/shoppable-on-aws/Dockerfile b/docker/shoppable-on-aws/Dockerfile new file mode 100644 index 0000000..87c6804 --- /dev/null +++ b/docker/shoppable-on-aws/Dockerfile @@ -0,0 +1,79 @@ +# Python 3.10 + +##################################################################### +# +# Build Stage: install packages and preload models from HF +# +##################################################################### +FROM public.ecr.aws/lambda/python:3.10 AS build + +# Update with the latest security patches +# Install packages required for the build process +RUN \ +yum update -y && \ +yum install -y gcc unzip && \ +python3.10 -m pip install --no-cache-dir --upgrade pip && \ +python3.10 -m pip install --no-cache-dir --retries 10 --timeout 60 \ +boto3 \ +transformers==4.37.2 \ +torch==2.1.0 \ +torchvision \ +-t /opt/packages + +# set python package look up path +# cache config files +# cache model +ENV \ +PYTHONPATH=/opt/packages:$PYTHONPATH \ +TORCH_HOME=/opt/.cache/torch \ +HF_HOME=/opt/.cache/huggingface \ +HF_DATASETS_OFFLINE=/opt/.cache/huggingface/dataset \ +HF_ASSETS_CACHE=/opt/.cache/huggingface/assets \ +HF_HUB_CACHE=/opt/.cache/huggingface/hub + +# Copy function code +COPY .version app.py app.test.py utils.py demo.jpg ./ + +# Run script to pre-cache configuration files +RUN \ +python3.10 app.test.py demo.jpg && \ +echo "== Build stage completed ==" + +##################################################################### +# +# Release Stage: copy python packages and models from build stage +# +##################################################################### +FROM public.ecr.aws/lambda/python:3.10 AS release + +# Update system libraries and pip +RUN \ +yum update -y && \ +yum clean all && \ +python3.10 -m pip install --no-cache-dir --upgrade pip + +# Copy packages and models from build +COPY --from=build /opt /opt + +# Copy application +COPY .version app.py app.test.py utils.py demo.jpg ./ + +# set python package look up path +# cache config files +# cache model +ENV \ +PYTHONPATH=/opt/packages:$PYTHONPATH \ +TORCH_HOME=/opt/.cache/torch \ +HF_HOME=/opt/.cache/huggingface \ +HF_DATASETS_OFFLINE=/opt/.cache/huggingface/dataset \ +HF_ASSETS_CACHE=/opt/.cache/huggingface/assets \ +HF_HUB_CACHE=/opt/.cache/huggingface/hub \ +HF_HUB_OFFLINE=1 + +RUN echo "== Release stage completed ==" + +# Set entrypoint +CMD [ "app.lambda_handler" ] + +# For testing locally +# docker run -it --entrypoint /bin/bash image-id diff --git a/docker/shoppable-on-aws/app.py b/docker/shoppable-on-aws/app.py new file mode 100644 index 0000000..6028be8 --- /dev/null +++ b/docker/shoppable-on-aws/app.py @@ -0,0 +1,521 @@ +# pyright: reportMissingImports=false, reportMissingModuleSource=false +import os +import json +import time +import traceback +import math +import torch +from PIL import Image +from pathlib import Path +from transformers import AutoProcessor, AutoModelForZeroShotObjectDetection, AutoModelForZeroShotImageClassification +from utils import get_object, put_object, load_from_file, load_from_s3, load_from_s3uri, load_from_blob, load_classes, load_query_images, quit_now + +OBJ_CHECKPOINT = "google/owlvit-base-patch32" +#CLS_CHECKPOINT = "laion/CLIP-ViT-B-32-laion2B-s34B-b79K" +CLS_CHECKPOINT = "openai/clip-vit-large-patch14" + +# first pass labels that work well with the obj model +FIRST_PASS_LABELS = [ + "off shoulder top", + "skirt", + "trousers", + "dress", + "suit", + "footwear", +] +# second pass labels to further identify subcategory labels +SECOND_PASS_LABELS = [ + "skirt", + "off shoulder top", + "shoulder handbag", + "dress" +] +# labels that should enable second pass +AMBIGUOUS_LABELS = [ + "dress" +] + +def load_obj_model(checkpoint = OBJ_CHECKPOINT): + """ + load_obj_model() load object detection model + + :param checkpoint: (optional) model checkpoint + :return: model, processor + """ + model = AutoModelForZeroShotObjectDetection.from_pretrained(checkpoint) + processor = AutoProcessor.from_pretrained(checkpoint) + return model, processor + +def load_cls_model(checkpoint = CLS_CHECKPOINT): + """ + load_cls_model() load classification model + + :param checkpoint: (optional) model checkpoint + :return: model, processor + """ + model = AutoModelForZeroShotImageClassification.from_pretrained(checkpoint) + processor = AutoProcessor.from_pretrained(checkpoint) + return model, processor + +def run_object_detection( + model, + processor, + image, + text_labels): + """ + run_object_detection() runs object detection + + :param model: object detection model + :param processor: object detection processor + :param image: image to inference + :param text_labels: zero shot labels + :return: [ [label, score, box, xy], ... ] + """ + inputs = processor(text=text_labels, images=image, return_tensors="pt") + + with torch.no_grad(): + outputs = model(**inputs) + + target_sizes = torch.tensor([image.size[::-1]]) + results = processor.post_process_object_detection(outputs, threshold=0.1, target_sizes=target_sizes)[0] + + boxes = results["boxes"].tolist() + labels = results["labels"].tolist() + scores = results["scores"].tolist() + + image_w, image_h = image.size + return [ + [ + text_labels[label], + round(score, 3), + box, + [ + (((box[2] - box[0]) / 2) + box[0]) / image_w, + (((box[3] - box[1]) / 2) + box[1]) / image_h + ] + ] for box, label, score in zip(boxes, labels, scores) + ] + +def run_classification( + model, + processor, + image, + labels): + """ + run_classification() runs classification + + :param model: classification model + :param processor: classification processor + :param image: image to inference + :param text_labels: zero shot labels + :return: { label, score, embeddings } where embeddings size is 768 + """ + inputs = processor(text = labels, images = image, return_tensors = "pt", padding = True) + outputs = None + + with torch.no_grad(): + outputs = model(**inputs) + + logits = outputs.logits_per_image[0] + probs = logits.softmax(dim=-1).numpy() + result = [ + {"score": score, "label": label} + for score, label in sorted(zip(probs, labels), key=lambda x: -x[0]) + ] + + if len(result) == 0: + print("FAILED TO FIND LABEL") + return None + + image_embeddings = outputs.image_embeds.cpu().numpy().tolist()[0] + item = { + "label": result[0]["label"], + "score": round(float(result[0]["score"]), 3), + "embeddings": image_embeddings, + } + return item + +def find_bounding_boxes( + model, + processor, + image): + """ + find_bounding_boxes() find apparel bounding boxes with object detection model + + :param model: object detection model + :param processor: object detection processor + :param image: image to find apparel bounding boxes + :return: [{ label, score, box, xy, cropped, second_pass }] + """ + _candidates = [] + + first_pass_labels = FIRST_PASS_LABELS + + image_w, image_h = image.size + + print(f"IMAGE WxH = {image_w} x {image_h}") + + outputs = run_object_detection(model, processor, image, first_pass_labels) + + for label, score, box, xy in outputs: + xmin, ymin, xmax, ymax = box + + # filter out items that are too small + _w = xmax - xmin + _h = ymax - ymin + ratio_wh = _w / _h if _h > _w else _h / _w + ratio_img = (_w * _h) / (image_w * image_h) + + # Conditions to ignore cropped image + # if w and h ratio is < 0.3 + # if image ratio is < 0.05 unless ratio is > 0.03 AND score is > 0.20 + should_ignore = False + if ratio_wh < 0.3: + should_ignore = True + elif ratio_img < 0.05: + should_ignore = True + if score > 0.20 and ratio_img > 0.03: + should_ignore = False + + cropped = image.crop((xmin, ymin, xmax, ymax)) + + if should_ignore == True: + print(f"!!!!! IGNORED: SIZE TOO SMALL: {label}, {score}, [{round(ratio_img, 2)}], ({round(xmax - xmin, 2)} x {round(ymax - ymin, 2)})") + continue + + if label not in AMBIGUOUS_LABELS: + _candidates.append({ + "label": label, + "score": score, + "box": box, + "xy": xy, + "cropped": cropped + }) + else: + cropped_w, cropped_h = cropped.size + second_pass_labels = SECOND_PASS_LABELS + + inner_outputs = run_object_detection(model, processor, cropped, second_pass_labels) + + # if find nothing, use the previous detected object + if len(inner_outputs) == 0: + _candidates.append({ + "label": label, + "score": score, + "box": box, + "xy": xy, + "cropped": cropped + }) + else: + # ignore the previous detected object + for _label, _score, _box, _xy in inner_outputs: + _xmin, _ymin, _xmax, _ymax = _box + + _cropped = cropped.crop((_xmin, _ymin, _xmax, _ymax)) + + # recalculate box and xy + _w = _xmax - _xmin + _h = _ymax - _ymin + + _xmin = xmin + _xmin + _ymin = ymin + _ymin + _xmax = _xmin + _w + _ymax = _ymin + _h + + _candidates.append({ + "label": _label, + "score": _score, + "box": [_xmin, _ymin, _xmax, _ymax], + "xy": [((_w / 2) + _xmin) / image_w, ((_h / 2) + _ymin) / image_h], + "cropped": _cropped, + "second_pass": True + }) + # filter duplicated + filtered = filter_duplicated(_candidates) + return filtered + +def filter_duplicated(items): + """ + filter_duplicated() filter out duplicated bounding boxes within the image + + :param items: list of boxes from find_bounding_boxes + :return: [{ label, score, box, xy, cropped, second_pass }] + """ + filtered = [] + + if len(items) == 0: + return filtered + + filtered.append(items.pop(0)) + + for item in items: + found = None + xy = item["xy"] + + for _idx in range(len(filtered)): + _item = filtered[_idx] + _xy = _item["xy"] + + distance = math.dist(xy, _xy) + if distance < 0.12: + # swap the item + if item["score"] > _item["score"]: + found = _idx + # keep the original + else: + found = -1 + + if found == None: + filtered.append(item) + elif found >= 0: + filtered[found] = item + return filtered + +def get_embeddings( + model, + processor, + items, + image_w, + image_h, + options = {} + ): + """ + get_embeddings() runs get embeddings from classification model + + :param model: classification model + :param processor: classification processor + :param items: list of item returns from find_bounding_boxes + :param image_w: width of the original image + :param image_h: height of the original image + :param options: option dict to merge into the response + :return: { label, score, embeddings, box, **options } + """ + embedding_items = [] + for item in items: + embedding_item = run_classification( + model, + processor, + item["cropped"], + [item["label"]]) + if embedding_item != None: + xmin, ymin, xmax, ymax = item["box"] + box = { + "w": float((xmax - xmin) / image_w), + "h": float((ymax - ymin) / image_h), + "l": float(xmin / image_w), + "t": float(ymin / image_h) + } + embedding_items.append({ + **embedding_item, + **options, + "box": box + }) + return embedding_items + +def process_image( + obj_model, + obj_processor, + cls_model, + cls_processor, + bucket, + prefix, + name): + """ + process_image() process per image + + :param obj_model: object detection model + :param obj_processor: object detection processor + :param cls_model: classification model + :param cls_processor: classification processor + :param bucket: bucket of the image + :param prefix: prefix of the image + :param name: name of the image + :return: [ { label, score, embeddings, box, name }, ...] + """ + embedding_items = [] + + key = os.path.join(prefix, name) + + image = load_from_s3(bucket, key) + image_w, image_h = image.size + + items = find_bounding_boxes( + obj_model, + obj_processor, + image) + + options = { + "name": name + } + embedding_items = get_embeddings(cls_model, + cls_processor, + items, + image_w, + image_h, + options) + return embedding_items + +def load_previous_run(bucket, prefix, output): + """ + load_previous_run() loads json results from the previous run if exists + + :param bucket: bucket of the image + :param prefix: prefix of the image + :param output: name of the output json file + :return: [item_embeddings] + """ + item_embeddings = [] + + try: + key = os.path.join(prefix, output) + item_embeddings = get_object(bucket, key).decode('utf-8') + item_embeddings = json.loads(item_embeddings) + except: + pass + return item_embeddings + +def process_local_file(file): + """ + process_local_file() special case for processing local file and preloaded the models + + :param file: local file of the image + :return: [item_embeddings] + """ + obj_model, obj_processor = load_obj_model() + cls_model, cls_processor = load_cls_model() + + image = Image.open(file) + image_w, image_h = image.size + + items = find_bounding_boxes( + obj_model, + obj_processor, + image) + + options = { + "name": file + } + embedding_items = get_embeddings(cls_model, + cls_processor, + items, + image_w, + image_h, + options) + + with open("embeddings.json", "w") as f: + f.write(json.dumps(embedding_items)) + return embedding_items + +def set_completed(event, params = {}): + if "next_index" in event: + del event["next_index"] + return { + **event, + **params, + "tend": round(time.time() * 1000), + "status": "COMPLETED" + } + +def set_progress(event, params = {}): + print(f"== [info]: set_progress.before: {event}, {params}") + _params = { + **event, + **params, + "status": "IN_PROGRESS" + } + print(f"== [info]: set_progress.after: {_params}") + return _params + +def lambda_handler(event, context): + """ + lambda_handler() lambda entrypoint + """ + try: + # special case + if "local_file" in event: + return process_local_file(event["local_file"]) + + if not set(("bucket", "prefix", "json", "embeddings")).issubset(event): + raise ValueError("missing input field(s)") + + bucket = event["bucket"] + prefix = event["prefix"] + output = event["embeddings"] + + # set start time + tsta = round(time.time() * 1000) + if "tsta" in event: + tsta = event["tsta"] + else: + event["tsta"] = tsta + + # load framesegmentation json + next_index = 0 if "next_index" not in event else int(event["next_index"]) + key = os.path.join(prefix, event["json"]) + names = json.loads(get_object(bucket, key)) + print(f"== [info]: loaded {event['json']}: names: {len(names)}") + + # no more frame to process? + names = [ item["name"] for item in names[next_index:] ] + print(f"== [info]: sliced {event['json']}: names: {len(names)}") + + if len(names) == 0: + return set_completed(event) + + item_embeddings = load_previous_run(bucket, prefix, output) + print(f"== [info]: loaded {event['embeddings']}: item_embeddings: {len(item_embeddings)}") + + print(f"=== LOADING MODELS ===") + t0 = time.time() + obj_model, obj_processor = load_obj_model() + t1 = time.time() + print(f"=== OBJECT MODEL LOADED: {round(t1 - t0)}s") + + t0 = time.time() + cls_model, cls_processor = load_cls_model() + t1 = time.time() + print(f"=== CLASSIFICATION MODEL LOADED: {round(t1 - t0)}s") + + while not quit_now(context) and len(names) > 0: + name = names.pop(0) + print(f"=== PROCESSING: {name}") + t0 = time.time() + image_embeddings = process_image( + obj_model, + obj_processor, + cls_model, + cls_processor, + bucket, + prefix, + name + ) + t1 = time.time() + print(f"=== PROCESSED: {name} ({len(image_embeddings)} items), {round(t1 - t0)}s") + item_embeddings.extend(image_embeddings) + + print(f"== [info]: completed {event['embeddings']}: item_embeddings: {len(item_embeddings)}, names: {len(names)}") + + # upload json output + output_key = os.path.join(prefix, output) + put_object( + bucket, + output_key, + json.dumps(item_embeddings, default=str), + "application/json") + + tend = round(time.time() * 1000) + print(f"== TOTAL RUNTIME: {round((tend - tsta) / 1000)}s ==") + + # update event for the next re-entry of the lambda + if len(names) == 0: + return set_completed(event) + + print(f"== [info]: next_index.before = {next_index}, .after = {len(item_embeddings)}"); + next_index = len(item_embeddings) + return set_progress(event, { + "next_index": next_index + }) + except Exception as e: + print(f"[ERR]: {type(e).__name__}") + traceback.print_exc() + raise e diff --git a/docker/shoppable-on-aws/app.test.py b/docker/shoppable-on-aws/app.test.py new file mode 100644 index 0000000..a7bf48c --- /dev/null +++ b/docker/shoppable-on-aws/app.test.py @@ -0,0 +1,14 @@ +import sys +from app import lambda_handler + +files = sys.argv[1] + +event = { + "local_file": files +} + +context = {} + +if __name__ == "__main__": + response = lambda_handler(event, context) + print('response', response) diff --git a/docker/shoppable-on-aws/demo.jpg b/docker/shoppable-on-aws/demo.jpg new file mode 100644 index 0000000..f8ef918 Binary files /dev/null and b/docker/shoppable-on-aws/demo.jpg differ diff --git a/docker/shoppable-on-aws/utils.py b/docker/shoppable-on-aws/utils.py new file mode 100644 index 0000000..5b3821a --- /dev/null +++ b/docker/shoppable-on-aws/utils.py @@ -0,0 +1,138 @@ +# pyright: reportMissingImports=false, reportMissingModuleSource=false +import boto3 +import json +import base64 +from io import BytesIO +from PIL import Image +from urllib.parse import urlparse + +session = boto3.Session() +s3 = session.client("s3") + +def get_object(bucket, key): + """ + get_object() get_object from S3 and loads it into Image. + + :param bucket: S3 bucket name + :param key: S3 object key + :return: Body + """ + if bucket is None or key is None: + raise ValueError('missing bucket or key') + + return s3.get_object( + Bucket = bucket, + Key = key + )["Body"].read() + +def get_object_uri(s3uri): + """ + get_object_uri() get object from S3 + + :param s3uri: in a format of s3://bucket/key + :return: Body + """ + url = urlparse(s3uri) + bucket = url.netloc + key = url.path[1:] + return get_object(bucket, key) + +def put_object(bucket, key, body, mime = "application/json"): + """ + put_object() wrapper function of s3.put_object + + :param bucket: S3 bucket name + :param key: S3 object key + :param body: payload + :param mime: default to application/json + """ + return s3.put_object( + Bucket = bucket, + Key = key, + Body = body, + ContentType = mime + ) + +def load_from_s3(bucket, key): + """ + load_from_s3() get_object from S3 and loads it into Image. + + :param bucket: S3 bucket name + :param key: S3 object key + :return: Image object + """ + bytes = get_object(bucket, key) + return Image.open(BytesIO(bytes)) + +def load_from_s3uri(s3uri): + """ + load_from_s3uri() get_object from S3 and loads it into Image. + + :param s3uri: in a format of s3://bucket/key + :return: Image object + """ + url = urlparse(s3uri) + bucket = url.netloc + key = url.path[1:] + + return load_from_s3(bucket, key) + +def load_from_file(file): + """ + load_from_file() loads image from local path + + :param file path + :return: Image object + """ + return Image.open(file) + +def load_from_blob(blob): + """ + load_from_blob() loads image from blob via HTTP request + + :param file path + :return: Image object + """ + return Image.open(BytesIO(base64.b64decode(blob))) + +def load_classes(path): + if path.find("s3://") > -1: + body = get_object_uri(path).decode('utf-8') + return json.loads(body) + return json.load(open(path)) + +def load_query_images(image_list = []): + """ + load_query_images() loads a list of query_images to be used for zero-shot model. + + :param image_list: a list of dictionary contains "s3uri" or "file" of the image and "label" of the image + :return: a list of dictionary contains "image" and "label" + """ + items = [] + for item in image_list: + image = None + if "s3uri" in item: + image = load_from_s3uri(item["s3uri"]) + elif "file" in item: + image = load_from_file(item["file"]) + + if image is not None: + items.append({ + "image": image.convert("RGB"), + "label": item["label"], + }) + return items + +def quit_now(context): + """ + quit_now() checks AWS Lambda remaining time. If it is about to terminate, return True + + :param context: context pass in to the lambda function + :return: True indicates we have less than a minute of the lambda time + """ + + if (context is not None + and "get_remaining_time_in_millis" in dir(context) + and context.get_remaining_time_in_millis() <= 60000): + return True + return False diff --git a/docker/zero-shot-classifier-on-aws/.version b/docker/zero-shot-classifier-on-aws/.version new file mode 100644 index 0000000..9faa1b7 --- /dev/null +++ b/docker/zero-shot-classifier-on-aws/.version @@ -0,0 +1 @@ +0.1.5 diff --git a/docker/zero-shot-classifier-on-aws/Dockerfile b/docker/zero-shot-classifier-on-aws/Dockerfile new file mode 100644 index 0000000..ddbc312 --- /dev/null +++ b/docker/zero-shot-classifier-on-aws/Dockerfile @@ -0,0 +1,79 @@ +# Python 3.10 + +##################################################################### +# +# Build Stage: install packages and preload models from HF +# +##################################################################### +FROM public.ecr.aws/lambda/python:3.10 AS build + +# Update with the latest security patches +# Install packages required for the build process +RUN \ +yum update -y && \ +yum install -y gcc unzip && \ +python3.10 -m pip install --no-cache-dir --upgrade pip && \ +python3.10 -m pip install --no-cache-dir --retries 10 --timeout 60 \ +boto3 \ +transformers==4.37.2 \ +torch==2.1.0 \ +torchvision \ +-t /opt/packages + +# set python package look up path +# cache config files +# cache model +ENV \ +PYTHONPATH=/opt/packages:$PYTHONPATH \ +TORCH_HOME=/opt/.cache/torch \ +HF_HOME=/opt/.cache/huggingface \ +HF_DATASETS_OFFLINE=/opt/.cache/huggingface/dataset \ +HF_ASSETS_CACHE=/opt/.cache/huggingface/assets \ +HF_HUB_CACHE=/opt/.cache/huggingface/hub + +# Copy function code +COPY .version app.py app.test.py utils.py default_classes.json demo.jpg ./ + +# Run script to pre-cache configuration files +RUN \ +python3.10 app.test.py demo.jpg && \ +echo "== Build stage completed ==" + +##################################################################### +# +# Release Stage: copy python packages and models from build stage +# +##################################################################### +FROM public.ecr.aws/lambda/python:3.10 AS release + +# Update system libraries and pip +RUN \ +yum update -y && \ +yum clean all && \ +python3.10 -m pip install --no-cache-dir --upgrade pip + +# Copy packages and models from build +COPY --from=build /opt /opt + +# Copy application +COPY .version app.py app.test.py utils.py default_classes.json demo.jpg ./ + +# set python package look up path +# cache config files +# cache model +ENV \ +PYTHONPATH=/opt/packages:$PYTHONPATH \ +TORCH_HOME=/opt/.cache/torch \ +HF_HOME=/opt/.cache/huggingface \ +HF_DATASETS_OFFLINE=/opt/.cache/huggingface/dataset \ +HF_ASSETS_CACHE=/opt/.cache/huggingface/assets \ +HF_HUB_CACHE=/opt/.cache/huggingface/hub \ +HF_HUB_OFFLINE=1 + +RUN echo "== Release stage completed ==" + +# Set entrypoint +CMD [ "app.lambda_handler" ] + +# For testing locally +# docker run -it --entrypoint /bin/bash image-id diff --git a/docker/zero-shot-classifier-on-aws/app.py b/docker/zero-shot-classifier-on-aws/app.py new file mode 100644 index 0000000..876c0df --- /dev/null +++ b/docker/zero-shot-classifier-on-aws/app.py @@ -0,0 +1,266 @@ +# pyright: reportMissingImports=false, reportMissingModuleSource=false +import traceback +import os +import json +import time +import torch +from PIL import Image +from transformers import AutoProcessor, AutoModelForZeroShotImageClassification +from utils import get_object, put_object, load_from_file, load_from_s3, quit_now + +DEFAULT_CLASSES_JSON = "default_classes.json" +CLS_CHECKPOINT = "openai/clip-vit-large-patch14" + +def load_cls_model(checkpoint = CLS_CHECKPOINT): + """ + load_cls_model() load classification model + + :param checkpoint: (optional) model checkpoint + :return: model, processor + """ + model = AutoModelForZeroShotImageClassification.from_pretrained(checkpoint) + processor = AutoProcessor.from_pretrained(checkpoint) + return model, processor + +def run_classification( + model, + processor, + image, + labels): + """ + run_classification() runs classification + + :param model: classification model + :param processor: classification processor + :param image: image to inference + :param text_labels: zero shot labels + :return: { label, score, embeddings } where embeddings size is 768 + """ + inputs = processor(text = labels, images = image, return_tensors = "pt", padding = True) + outputs = None + + with torch.no_grad(): + outputs = model(**inputs) + + logits = outputs.logits_per_image[0] + probs = logits.softmax(dim=-1).numpy() + result = [ + {"score": score, "label": label} + for score, label in sorted(zip(probs, labels), key=lambda x: -x[0]) + ] + + if len(result) == 0: + print("FAILED TO FIND LABEL") + return None + + image_embeddings = outputs.image_embeds.cpu().numpy().tolist()[0] + item = { + "label": result[0]["label"], + "score": round(float(result[0]["score"]), 3), + "embeddings": image_embeddings, + } + return item + +def load_labels(event): + """ + load_labels() loads labels. If labelconfig present, loads labels from s3. Otherwise, use default_classes.json + + :param event: event from lambda_handler + :return: [labels] + """ + if "labelconfig" not in event: + return json.load(open(DEFAULT_CLASSES_JSON)) + + labels = get_object(event["bucket"], event["labelconfig"]) + return json.loads(labels) + +def load_previous_run(bucket, prefix, output): + """ + load_previous_run() loads json results from the previous run if exists + + :param bucket: bucket of the image + :param prefix: prefix of the image + :param output: name of the output json file + :return: [item_embeddings] + """ + item_embeddings = [] + + try: + key = os.path.join(prefix, output) + item_embeddings = get_object(bucket, key).decode('utf-8') + item_embeddings = json.loads(item_embeddings) + except: + pass + return item_embeddings + +def process_local_file(file): + """ + process_local_file() special case for processing local file and preloaded the model + + :param file: local file of the image + :return: embedding_item + """ + cls_model, cls_processor = load_cls_model() + + image = Image.open(file) + + embedding_item = run_classification( + cls_model, + cls_processor, + image, + ["cat", "dog"]) + + return embedding_item + +def process_image( + cls_model, + cls_processor, + labels, + bucket, + prefix, + name): + """ + process_image() process per image + + :param cls_model: classification model + :param cls_processor: classification processor + :param labels: labels to identify + :param bucket: bucket of the image + :param prefix: prefix of the image + :param name: name of the image + :return: { label, score, embeddings, name } + """ + key = os.path.join(prefix, name) + + image = load_from_s3(bucket, key) + + embedding_item = run_classification( + cls_model, + cls_processor, + image, + labels) + + if embedding_item != None: + return { + **embedding_item, + "name": name + } + return None + +def set_completed(event, params = {}): + if "next_index" in event: + del event["next_index"] + return { + **event, + **params, + "tend": round(time.time() * 1000), + "status": "COMPLETED" + } + +def set_progress(event, params = {}): + print(f"== [info]: set_progress.before: {event}, {params}") + _params = { + **event, + **params, + "status": "IN_PROGRESS" + } + print(f"== [info]: set_progress.after: {_params}") + return _params + +def lambda_handler(event, context): + """ + lambda_handler() lambda entrypoint + """ + try: + print("event =", json.dumps(event, indent=2)) + + # special case + if "local_file" in event: + return process_local_file(event["local_file"]) + + if not set(("bucket", "prefix", "json", "embeddings")).issubset(event): + raise ValueError("missing input field(s)") + + # check to see if re-entry + bucket = event["bucket"] + prefix = event["prefix"] + output = event["embeddings"] + + # set start time + tsta = round(time.time() * 1000) + if "tsta" in event: + tsta = event["tsta"] + else: + event["tsta"] = tsta + + # load framesegmentation json + next_index = 0 if "next_index" not in event else int(event["next_index"]) + key = os.path.join(prefix, event["json"]) + names = json.loads(get_object(bucket, key)) + print(f"== [info]: loaded {event['json']}: names: {len(names)}") + + # no more frame to process? + names = [ item["name"] for item in names[next_index:] ] + print(f"== [info]: sliced {event['json']}: names: {len(names)}") + + if len(names) == 0: + return set_completed(event) + + # load label config + labels = load_labels(event) + item_embeddings = load_previous_run(bucket, prefix, output) + print(f"== [info]: loaded {event['embeddings']}: item_embeddings: {len(item_embeddings)}") + + print(f"=== LOADING MODELS ===") + t0 = time.time() + cls_model, cls_processor = load_cls_model() + t1 = time.time() + print(f"=== CLASSIFICATION MODEL LOADED: {round(t1 - t0)}s") + + # count = 0 + while not quit_now(context) and len(names) > 0: + name = names.pop(0) + # print(f"=== PROCESSING: {name}") + t0 = time.time() + image_embedding = process_image( + cls_model, + cls_processor, + labels, + bucket, + prefix, + name + ) + t1 = time.time() + print(f"=== PROCESSED: {name} ({round(t1 - t0, 3)}s)") + item_embeddings.append(image_embedding) + # # TESTING + # count += 1 + # if count > 20: + # break + + print(f"== [info]: completed {event['embeddings']}: item_embeddings: {len(item_embeddings)}, names: {len(names)}") + + # upload json output + output_key = os.path.join(prefix, output) + put_object( + bucket, + output_key, + json.dumps(item_embeddings, default=str), + "application/json") + + tend = round(time.time() * 1000) + print(f"== TOTAL RUNTIME: {round((tend - tsta) / 1000)}s ==") + + # update event for the next re-entry of the lambda + if len(names) == 0: + return set_completed(event) + + print(f"== [info]: next_index.before = {next_index}, .after = {len(item_embeddings)}"); + next_index = len(item_embeddings) + return set_progress(event, { + "next_index": next_index + }) + except Exception as e: + print(f"[ERR]: {type(e).__name__}") + traceback.print_exc() + raise e diff --git a/docker/zero-shot-classifier-on-aws/app.test.py b/docker/zero-shot-classifier-on-aws/app.test.py new file mode 100644 index 0000000..a7bf48c --- /dev/null +++ b/docker/zero-shot-classifier-on-aws/app.test.py @@ -0,0 +1,14 @@ +import sys +from app import lambda_handler + +files = sys.argv[1] + +event = { + "local_file": files +} + +context = {} + +if __name__ == "__main__": + response = lambda_handler(event, context) + print('response', response) diff --git a/docker/zero-shot-classifier-on-aws/default_classes.json b/docker/zero-shot-classifier-on-aws/default_classes.json new file mode 100644 index 0000000..7e34df9 --- /dev/null +++ b/docker/zero-shot-classifier-on-aws/default_classes.json @@ -0,0 +1,5 @@ +[ + "close-up shot", + "medium shot", + "long shot" +] diff --git a/docker/zero-shot-classifier-on-aws/demo.jpg b/docker/zero-shot-classifier-on-aws/demo.jpg new file mode 100644 index 0000000..f8ef918 Binary files /dev/null and b/docker/zero-shot-classifier-on-aws/demo.jpg differ diff --git a/docker/zero-shot-classifier-on-aws/utils.py b/docker/zero-shot-classifier-on-aws/utils.py new file mode 100644 index 0000000..3e1b2a5 --- /dev/null +++ b/docker/zero-shot-classifier-on-aws/utils.py @@ -0,0 +1,116 @@ +# pyright: reportMissingImports=false, reportMissingModuleSource=false +import boto3 +import json +import base64 +from io import BytesIO +from PIL import Image +from urllib.parse import urlparse + +session = boto3.Session() +s3 = session.client("s3") + +def get_object(bucket, key): + """ + get_object() get_object from S3 and loads it into Image. + + :param bucket: S3 bucket name + :param key: S3 object key + :return: Body + """ + if bucket is None or key is None: + raise ValueError('missing bucket or key') + + return s3.get_object( + Bucket = bucket, + Key = key + )["Body"].read() + +def get_object_uri(s3uri): + """ + get_object_uri() get object from S3 + + :param s3uri: in a format of s3://bucket/key + :return: Body + """ + url = urlparse(s3uri) + bucket = url.netloc + key = url.path[1:] + return get_object(bucket, key) + +def put_object(bucket, key, body, mime = "application/json"): + """ + put_object() wrapper function of s3.put_object + + :param bucket: S3 bucket name + :param key: S3 object key + :param body: payload + :param mime: default to application/json + """ + return s3.put_object( + Bucket = bucket, + Key = key, + Body = body, + ContentType = mime + ) + +def load_from_s3(bucket, key): + """ + load_from_s3() get_object from S3 and loads it into Image. + + :param bucket: S3 bucket name + :param key: S3 object key + :return: Image object + """ + bytes = get_object(bucket, key) + return Image.open(BytesIO(bytes)) + +def load_from_s3uri(s3uri): + """ + load_from_s3uri() get_object from S3 and loads it into Image. + + :param s3uri: in a format of s3://bucket/key + :return: Image object + """ + url = urlparse(s3uri) + bucket = url.netloc + key = url.path[1:] + + return load_from_s3(bucket, key) + +def load_from_file(file): + """ + load_from_file() loads image from local path + + :param file path + :return: Image object + """ + return Image.open(file) + +def load_from_blob(blob): + """ + load_from_blob() loads image from blob via HTTP request + + :param file path + :return: Image object + """ + return Image.open(BytesIO(base64.b64decode(blob))) + +def load_classes(path): + if path.find("s3://") > -1: + body = get_object_uri(path).decode('utf-8') + return json.loads(body) + return json.load(open(path)) + +def quit_now(context): + """ + quit_now() checks AWS Lambda remaining time. If it is about to terminate, return True + + :param context: context pass in to the lambda function + :return: True indicates we have less than a minute of the lambda time + """ + + if (context is not None + and "get_remaining_time_in_millis" in dir(context) + and context.get_remaining_time_in_millis() <= 60000): + return True + return False diff --git a/docker/zero-shot-object-on-aws/.version b/docker/zero-shot-object-on-aws/.version new file mode 100644 index 0000000..17e51c3 --- /dev/null +++ b/docker/zero-shot-object-on-aws/.version @@ -0,0 +1 @@ +0.1.1 diff --git a/docker/zero-shot-object-on-aws/Dockerfile b/docker/zero-shot-object-on-aws/Dockerfile new file mode 100644 index 0000000..58d47b1 --- /dev/null +++ b/docker/zero-shot-object-on-aws/Dockerfile @@ -0,0 +1,79 @@ +# Python 3.9 + +##################################################################### +# +# Build Stage: install packages and preload models from HF +# +##################################################################### +FROM public.ecr.aws/lambda/python:3.9 AS build + +# Update with the latest security patches +# Install packages required for the build process +RUN \ +yum update -y && \ +yum install -y gcc unzip && \ +python3.9 -m pip install --no-cache-dir --upgrade pip && \ +python3.9 -m pip install --no-cache-dir --retries 10 --timeout 60 \ +boto3 \ +transformers==4.37.2 \ +torch==2.1.0 \ +torchvision \ +-t /opt/packages + +# set python package look up path +# cache config files +# cache model +ENV \ +PYTHONPATH=/opt/packages:$PYTHONPATH \ +TORCH_HOME=/opt/.cache/torch \ +HF_HOME=/opt/.cache/huggingface \ +HF_DATASETS_OFFLINE=/opt/.cache/huggingface/dataset \ +HF_ASSETS_CACHE=/opt/.cache/huggingface/assets \ +HF_HUB_CACHE=/opt/.cache/huggingface/hub + +# Copy function code +COPY .version utils.py app.py app.test.py default_classes.json demo.jpg ./ + +# Run script to pre-cache configuration files +RUN \ +python3.9 app.test.py demo.jpg && \ +echo "== Build stage completed ==" + +##################################################################### +# +# Release Stage: copy python packages and models from build stage +# +##################################################################### +FROM public.ecr.aws/lambda/python:3.9 AS release + +# Update system libraries and pip +RUN \ +yum update -y && \ +yum clean all && \ +python3.9 -m pip install --no-cache-dir --upgrade pip + +# Copy packages and models from build +COPY --from=build /opt /opt + +# Copy application +COPY .version utils.py app.py app.test.py default_classes.json demo.jpg ./ + +# set python package look up path +# cache config files +# cache model +ENV \ +PYTHONPATH=/opt/packages:$PYTHONPATH \ +TORCH_HOME=/opt/.cache/torch \ +HF_HOME=/opt/.cache/huggingface \ +HF_DATASETS_OFFLINE=/opt/.cache/huggingface/dataset \ +HF_ASSETS_CACHE=/opt/.cache/huggingface/assets \ +HF_HUB_CACHE=/opt/.cache/huggingface/hub \ +HF_HUB_OFFLINE=1 + +RUN echo "== Release stage completed ==" + +# Set entrypoint +CMD [ "app.lambda_handler" ] + +# For testing locally +# docker run -it --entrypoint /bin/bash image-id diff --git a/docker/zero-shot-object-on-aws/app.py b/docker/zero-shot-object-on-aws/app.py new file mode 100644 index 0000000..ae97331 --- /dev/null +++ b/docker/zero-shot-object-on-aws/app.py @@ -0,0 +1,258 @@ +# pyright: reportMissingImports=false, reportMissingModuleSource=false +import os +import json +import time +import traceback +import torch +from transformers import AutoProcessor, AutoModelForZeroShotObjectDetection +from utils import get_object, put_object, load_from_file, load_from_s3, quit_now + +CHECKPOINT = "google/owlvit-base-patch32" +DEFAULT_CLASSES_JSON = "default_classes.json" + +def load_model(checkpoint = CHECKPOINT): + """ + load_model() load object detection model + + :param checkpoint: (optional) model checkpoint + :return: model, processor + """ + t0 = time.time() + model = AutoModelForZeroShotObjectDetection.from_pretrained(checkpoint) + processor = AutoProcessor.from_pretrained(checkpoint) + t1 = time.time() + print(f"=== Loading model: {round(t1 - t0, 3)}s") + return model, processor + +def run_model( + model, + processor, + image, + candidate_labels): + """ + run_model() runs object detection model + + :param model: object detection model + :param processor: object detection processor + :param image: image to inference + :param candidate_labels: zero shot labels + :return: [{ label, score, box: {l, t, w, h} }, ...] + """ + outputs = None + w, h = image.size + _image = image.convert("RGB") + inputs = processor(images=_image, text=candidate_labels, return_tensors="pt") + + with torch.no_grad(): + outputs = model(**inputs) + target_sizes = torch.tensor([_image.size[::-1]]) + outputs = processor.post_process_object_detection( + outputs, + threshold=0.1, + target_sizes=target_sizes + )[0] + + scores = outputs["scores"].tolist() + labels = outputs["labels"].tolist() + boxes = outputs["boxes"].tolist() + + # convert to l, t, w, h and normalize them to (0, 1) + return [ + { + "label": candidate_labels[label], + "score": round(score, 3), + "box": { + "l": round(box[0] / w, 5), + "t": round(box[1] / h, 5), + "w": round((box[2] - box[0]) / w, 5), + "h": round((box[3] - box[1]) / h, 5), + } + } + for box, score, label in zip(boxes, scores, labels) + ] + +def load_labels(event): + """ + load_labels() loads labels. If labelconfig present, loads labels from s3. Otherwise, use default_classes.json + + :param event: event from lambda_handler + :return: [labels] + """ + if "labelconfig" not in event: + return json.load(open(DEFAULT_CLASSES_JSON)) + labels = get_object(event["bucket"], event["labelconfig"]) + return json.loads(labels) + +def load_previous_run(bucket, prefix, output): + """ + load_previous_run() loads json results from the previous run if exists + + :param bucket: bucket of the image + :param prefix: prefix of the image + :param output: name of the output json file + :return: [ { name, labels }, ...] + """ + items = [] + try: + key = os.path.join(prefix, output) + items = get_object(bucket, key).decode('utf-8') + items = json.loads(items) + except: + pass + return items + +def process_local_file(file): + """ + process_local_file() special case for processing local file and preloaded the model + + :param file: local file of the image + :return: item + """ + model, processor = load_model() + image = load_from_file(file) + item = run_model( + model, + processor, + image, + ["woman", "dog"]) + return item + +def process_image( + model, + processor, + candidate_labels, + bucket, + prefix, + name): + """ + process_image() process per image + + :param model: object detection model + :param processor: object detection processor + :oaram candidate_labels: labels to detect + :param bucket: bucket of the image + :param prefix: prefix of the image + :param name: name of the image + :return: { name, labels } + """ + t0 = time.time() + + key = os.path.join(prefix, name) + image = load_from_s3(bucket, key) + labels = run_model( + model, + processor, + image, + candidate_labels) + + t1 = time.time() + print(f"=== PROCESSED: {name} ({len(labels)} labels), {round(t1 - t0)}s") + + return { + "name": name, + "labels": labels + } + +def set_completed(event, params = {}): + if "next_index" in event: + del event["next_index"] + return { + **event, + **params, + "tend": round(time.time() * 1000), + "status": "COMPLETED" + } + +def set_progress(event, params = {}): + print(f"== [info]: set_progress.before: {event}, {params}") + _params = { + **event, + **params, + "status": "IN_PROGRESS" + } + print(f"== [info]: set_progress.after: {_params}") + return _params + +def lambda_handler(event, context): + """ + lambda_handler() lambda entrypoint + """ + try: + print("event =", json.dumps(event, indent=2)) + + if "local_file" in event: + return process_local_file(event["local_file"]) + + if not set(("bucket", "prefix", "json", "output")).issubset(event): + raise ValueError("missing input field(s)") + + bucket = event["bucket"] + prefix = event["prefix"] + output = event["output"] + + # set start time + tsta = round(time.time() * 1000) + if "tsta" in event: + tsta = event["tsta"] + else: + event["tsta"] = tsta + + # load framesegmentation json + next_index = 0 if "next_index" not in event else int(event["next_index"]) + key = os.path.join(prefix, event["json"]) + names = json.loads(get_object(bucket, key)) + print(f"== [info]: loaded {event['json']}: names: {len(names)}") + + # no more frame to process? + names = [ item["name"] for item in names[next_index:] ] + print(f"== [info]: sliced {event['json']}: names: {len(names)}") + + if len(names) == 0: + return set_completed(event) + + # load label config + candidate_labels = load_labels(event) + + items = load_previous_run(bucket, prefix, output) + print(f"== [info]: loaded {event['output']}: items: {len(items)}") + + model, processor = load_model() + + while not quit_now(context) and len(names) > 0: + name = names.pop(0) + item = process_image( + model, + processor, + candidate_labels, + bucket, + prefix, + name + ) + items.extend(item) + + print(f"== [info]: completed {event['output']}: items: {len(items)}, names: {len(names)}") + + # upload json output + output_key = os.path.join(prefix, output) + put_object( + bucket, + output_key, + json.dumps(items, default=str), + "application/json") + + tend = round(time.time() * 1000) + print(f"== TOTAL RUNTIME: {round((tend - tsta) / 1000)}s ==") + + # update event for the next re-entry of the lambda + if len(names) == 0: + return set_completed(event) + + print(f"== [info]: next_index.before = {next_index}, .after = {len(items)}") + next_index = len(items) + return set_progress(event, { + "next_index": next_index + }) + except Exception as e: + print(f"[ERR]: {type(e).__name__}") + traceback.print_exc() + raise e diff --git a/docker/zero-shot-object-on-aws/app.test.py b/docker/zero-shot-object-on-aws/app.test.py new file mode 100644 index 0000000..a7bf48c --- /dev/null +++ b/docker/zero-shot-object-on-aws/app.test.py @@ -0,0 +1,14 @@ +import sys +from app import lambda_handler + +files = sys.argv[1] + +event = { + "local_file": files +} + +context = {} + +if __name__ == "__main__": + response = lambda_handler(event, context) + print('response', response) diff --git a/docker/zero-shot-object-on-aws/default_classes.json b/docker/zero-shot-object-on-aws/default_classes.json new file mode 100644 index 0000000..afd8eb4 --- /dev/null +++ b/docker/zero-shot-object-on-aws/default_classes.json @@ -0,0 +1,8 @@ +[ + "clothing", + "footwear", + "sunglasses", + "eyewear", + "swimwear", + "bikini" +] diff --git a/docker/zero-shot-object-on-aws/demo.jpg b/docker/zero-shot-object-on-aws/demo.jpg new file mode 100644 index 0000000..f8ef918 Binary files /dev/null and b/docker/zero-shot-object-on-aws/demo.jpg differ diff --git a/docker/zero-shot-object-on-aws/utils.py b/docker/zero-shot-object-on-aws/utils.py new file mode 100644 index 0000000..5b3821a --- /dev/null +++ b/docker/zero-shot-object-on-aws/utils.py @@ -0,0 +1,138 @@ +# pyright: reportMissingImports=false, reportMissingModuleSource=false +import boto3 +import json +import base64 +from io import BytesIO +from PIL import Image +from urllib.parse import urlparse + +session = boto3.Session() +s3 = session.client("s3") + +def get_object(bucket, key): + """ + get_object() get_object from S3 and loads it into Image. + + :param bucket: S3 bucket name + :param key: S3 object key + :return: Body + """ + if bucket is None or key is None: + raise ValueError('missing bucket or key') + + return s3.get_object( + Bucket = bucket, + Key = key + )["Body"].read() + +def get_object_uri(s3uri): + """ + get_object_uri() get object from S3 + + :param s3uri: in a format of s3://bucket/key + :return: Body + """ + url = urlparse(s3uri) + bucket = url.netloc + key = url.path[1:] + return get_object(bucket, key) + +def put_object(bucket, key, body, mime = "application/json"): + """ + put_object() wrapper function of s3.put_object + + :param bucket: S3 bucket name + :param key: S3 object key + :param body: payload + :param mime: default to application/json + """ + return s3.put_object( + Bucket = bucket, + Key = key, + Body = body, + ContentType = mime + ) + +def load_from_s3(bucket, key): + """ + load_from_s3() get_object from S3 and loads it into Image. + + :param bucket: S3 bucket name + :param key: S3 object key + :return: Image object + """ + bytes = get_object(bucket, key) + return Image.open(BytesIO(bytes)) + +def load_from_s3uri(s3uri): + """ + load_from_s3uri() get_object from S3 and loads it into Image. + + :param s3uri: in a format of s3://bucket/key + :return: Image object + """ + url = urlparse(s3uri) + bucket = url.netloc + key = url.path[1:] + + return load_from_s3(bucket, key) + +def load_from_file(file): + """ + load_from_file() loads image from local path + + :param file path + :return: Image object + """ + return Image.open(file) + +def load_from_blob(blob): + """ + load_from_blob() loads image from blob via HTTP request + + :param file path + :return: Image object + """ + return Image.open(BytesIO(base64.b64decode(blob))) + +def load_classes(path): + if path.find("s3://") > -1: + body = get_object_uri(path).decode('utf-8') + return json.loads(body) + return json.load(open(path)) + +def load_query_images(image_list = []): + """ + load_query_images() loads a list of query_images to be used for zero-shot model. + + :param image_list: a list of dictionary contains "s3uri" or "file" of the image and "label" of the image + :return: a list of dictionary contains "image" and "label" + """ + items = [] + for item in image_list: + image = None + if "s3uri" in item: + image = load_from_s3uri(item["s3uri"]) + elif "file" in item: + image = load_from_file(item["file"]) + + if image is not None: + items.append({ + "image": image.convert("RGB"), + "label": item["label"], + }) + return items + +def quit_now(context): + """ + quit_now() checks AWS Lambda remaining time. If it is about to terminate, return True + + :param context: context pass in to the lambda function + :return: True indicates we have less than a minute of the lambda time + """ + + if (context is not None + and "get_remaining_time_in_millis" in dir(context) + and context.get_remaining_time_in_millis() <= 60000): + return True + return False diff --git a/package-lock.json b/package-lock.json new file mode 100644 index 0000000..fb6fd63 --- /dev/null +++ b/package-lock.json @@ -0,0 +1,9618 @@ +{ + "name": "m2c-aws-sdk-v3", + "version": "0.0.1", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "m2c-aws-sdk-v3", + "version": "0.0.1", + "license": "ISC", + "dependencies": { + "@aws-sdk/client-bedrock": "^3.540.0", + "@aws-sdk/client-bedrock-runtime": "^3.540.0", + "@aws-sdk/client-cloudformation": "^3.548.0", + "@aws-sdk/client-cloudfront": "^3.540.0", + "@aws-sdk/client-cognito-identity-provider": "^3.540.0", + "@aws-sdk/client-comprehend": "^3.540.0", + 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"m2c-aws-sdk-v3", + "version": "0.0.1", + "description": "Media2Cloud with aws-sdk-v3", + "main": "test.js", + "scripts": { + "test": "echo \"Error: no test specified\" && exit 1" + }, + "author": "", + "license": "ISC", + "dependencies": { + "@aws-sdk/client-bedrock": "^3.540.0", + "@aws-sdk/client-bedrock-runtime": "^3.540.0", + "@aws-sdk/client-cloudformation": "^3.548.0", + "@aws-sdk/client-cloudfront": "^3.540.0", + "@aws-sdk/client-cognito-identity-provider": "^3.540.0", + "@aws-sdk/client-comprehend": "^3.540.0", + "@aws-sdk/client-dynamodb": "^3.540.0", + "@aws-sdk/client-eventbridge": "^3.540.0", + "@aws-sdk/client-iot": "^3.540.0", + "@aws-sdk/client-iot-data-plane": "^3.540.0", + "@aws-sdk/client-mediaconvert": "^3.540.0", + "@aws-sdk/client-neptune": "^3.540.0", + "@aws-sdk/client-polly": "^3.540.0", + "@aws-sdk/client-rekognition": "^3.540.0", + "@aws-sdk/client-s3": "^3.540.0", + "@aws-sdk/client-sagemaker": "^3.545.0", + "@aws-sdk/client-sagemaker-runtime": "^3.540.0", + "@aws-sdk/client-secrets-manager": "^3.543.0", + "@aws-sdk/client-sfn": "^3.540.0", + "@aws-sdk/client-sns": "^3.540.0", + "@aws-sdk/client-textract": "^3.540.0", + "@aws-sdk/client-transcribe": "^3.540.0", + "@aws-sdk/client-translate": "^3.540.0", + "@aws-sdk/credential-providers": "^3.540.0", + "@aws-sdk/lib-dynamodb": "^3.540.0", + "@aws-sdk/s3-request-presigner": "^3.540.0", + "@aws-sdk/util-dynamodb": "^3.379.1", + "@opensearch-project/opensearch": "^2.6.0", + "@smithy/middleware-retry": "^2.3.0", + "@smithy/service-error-classification": "^2.1.5", + "@smithy/smithy-client": "^2.5.0", + "aws-xray-sdk-core": "^3.6.0" + }, + "devDependencies": { + "browserify": "^17.0.0", + "canvas": "^2.11.2", + "csv-parser": "^3.0.0", + "glob": "^10.3.12", + "jimp": "^0.22.12", + "node-webvtt": "^1.9.4", + "npm-run-all": "^4.1.5", + "path-browserify": "^1.0.1", + "pdfjs-dist": "^3.11.174", + "regression": "^2.0.1", + "sharp": "^0.33.3", + "terser": "^5.30.3", + "webpack": "^5.91.0", + "webpack-cli": "^5.1.4", + "wink-eng-lite-web-model": "^1.6.0", + "wink-nlp": "^2.2.0", + "wink-tokenizer": "^5.3.0" + } +} diff --git a/solution-manifest.yaml b/solution-manifest.yaml deleted file mode 100644 index 7f34ffb..0000000 --- a/solution-manifest.yaml +++ /dev/null @@ -1,9 +0,0 @@ -id: SO0050 -name: media2cloud-on-aws -version: 3.1.5 -cloudformation_templates: - - template: media2cloud.template - main_template: true - - template: media2cloud-backend-stack.template - - template: media2cloud-core-stack.template - - template: media2cloud-webapp-stack.template diff --git a/source/.eslintrc.json b/source/.eslintrc.json index eb52786..6dcae37 100644 --- a/source/.eslintrc.json +++ b/source/.eslintrc.json @@ -36,13 +36,23 @@ "no-unused-vars": 0, "no-continue": 0, "global-require": 0, - "no-loop-func": 0 + "no-loop-func": 0, + "no-restricted-syntax": [ + "error", + "ForInStatement", + "LabeledStatement", + "WithStatement" + ] }, "env": { "es6": true, "browser": false, "node": true, "jquery": false, - "mocha": true + "mocha": true, + "es2020": true + }, + "globals": { + "jest": true } } diff --git a/source/api/README.md b/source/api/README.md new file mode 100644 index 0000000..08dec19 --- /dev/null +++ b/source/api/README.md @@ -0,0 +1 @@ +# Media2Cloud API Endpoint diff --git a/source/api/index.js b/source/api/index.js index af3a0ef..0bb83cf 100644 --- a/source/api/index.js +++ b/source/api/index.js @@ -1,6 +1,9 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 +const { + M2CException, +} = require('core-lib'); const ApiRequest = require('./lib/apiRequest'); const REQUIRED_ENVS = [ @@ -21,7 +24,7 @@ exports.handler = async (event, context) => { const missing = REQUIRED_ENVS.filter(x => process.env[x] === undefined); if (missing.length) { - throw new Error(`missing enviroment variables, ${missing.join(', ')}`); + throw new M2CException(`missing enviroment variables, ${missing.join(', ')}`); } const request = new ApiRequest(event, context); @@ -42,7 +45,7 @@ exports.handler = async (event, context) => { return processor.onDELETE().catch(e => processor.onError(e)); default: - throw new Error(`${request.method} not supported`); + throw new M2CException(`${request.method} not supported`); } } catch (e) { console.error(`fatal: exports.onRequest = ${e.message} ${e.stack}`); diff --git a/source/api/index.spec.js b/source/api/index.spec.js index 40dbeca..2836ec6 100644 --- a/source/api/index.spec.js +++ b/source/api/index.spec.js @@ -1,238 +1,2713 @@ -/********************************************************************************************************************* - * Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. * - * * - * Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance * - * with the License. A copy of the License is located at * - * * - * http://www.apache.org/licenses/LICENSE-2.0 * - * * - * or in the 'license' file accompanying this file. This file is distributed on an 'AS IS' BASIS, WITHOUT WARRANTIES * - * OR CONDITIONS OF ANY KIND, express or implied. See the License for the specific language governing permissions * - * and limitations under the License. * - *********************************************************************************************************************/ - const { - ApiOps, - CommonUtils, - } = require('core-lib'); +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 +const { + beforeAll, + describe, + expect, +} = require('@jest/globals'); +const { + mockClient, +} = require('aws-sdk-client-mock'); +const { + SFNClient, + StartExecutionCommand, +} = require('@aws-sdk/client-sfn'); +const { + ComprehendClient, + ListEntityRecognizersCommand, +} = require('@aws-sdk/client-comprehend'); +const { + IoTClient, + AttachPolicyCommand, +} = require('@aws-sdk/client-iot'); +const { + RekognitionClient, + ListCollectionsCommand, + DescribeCollectionCommand, + CreateCollectionCommand, + DeleteCollectionCommand, + ListFacesCommand, + IndexFacesCommand, + DeleteFacesCommand, + DescribeProjectsCommand, + DescribeProjectVersionsCommand, +} = require('@aws-sdk/client-rekognition'); +const { + TranscribeClient, + ListLanguageModelsCommand, + ListVocabulariesCommand, +} = require('@aws-sdk/client-transcribe'); +const { + CognitoIdentityProviderClient, + ListUsersCommand, + AdminListGroupsForUserCommand, + AdminCreateUserCommand, + AdminAddUserToGroupCommand, + AdminDeleteUserCommand, +} = require('@aws-sdk/client-cognito-identity-provider'); +const { + CommonUtils, + DB, + Indexer, +} = require('core-lib'); -const ApiRequest = require('./lib/apiRequest'); - -// Import all of the API files const AnalysisOp = require('./lib/operations/analysisOp'); const AssetOp = require('./lib/operations/assetOp'); const IotOp = require('./lib/operations/iotOp'); const SearchOp = require('./lib/operations/searchOp'); -const StepOp = require('./lib/operations/stepOp'); const RekognitionOp = require('./lib/operations/rekognitionOp'); const TranscribeOp = require('./lib/operations/transcribeOp'); const ComprehendOp = require('./lib/operations/comprehendOp'); const StatsOp = require('./lib/operations/statsOp'); const UsersOp = require('./lib/operations/usersOp'); const SettingsOp = require('./lib/operations/settingsOp'); -const lambda = require('./index.js'); - -const { JobCompleted } = require('core-lib/lib/states'); +const ApiRequest = require('./lib/apiRequest'); -const AWS = require('aws-sdk-mock'); -const SDK = require('aws-sdk'); +const stepMock = mockClient(SFNClient); +const comprehendMock = mockClient(ComprehendClient); +const iotMock = mockClient(IoTClient); +const rekogMock = mockClient(RekognitionClient); +const transcribeMock = mockClient(TranscribeClient); +const cognitoIdpMock = mockClient(CognitoIdentityProviderClient); const context = { - invokedFunctionArn: 'arn:partition:service:region:account-id:resource-id', - getRemainingTimeInMillis: 1000 -} - - -const media_info_sample_data = { - creatingLibrary: { - name: "MediaInfoLib", - version: "22.06", - url: "https://mediaarea.net/MediaInfo", - }, - media: { - "@ref": "VideoTurorial1.mp4", - track: [ - { - "@type": "General", - Count: "331", - StreamCount: "1", - StreamKind: "General", - StreamKind_String: "General", - StreamKindID: "0", - CompleteName: "VideoTurorial1.mp4", - FileNameExtension: "VideoTurorial1.mp4", - FileName: "VideoTurorial1", - FileExtension: "mp4", - Format: "MPEG-4", - Format_String: "MPEG-4", - Format_Extensions: - "braw mov mp4 m4v m4a m4b m4p m4r 3ga 3gpa 3gpp 3gp 3gpp2 3g2 k3g jpm jpx mqv ismv isma ismt f4a f4b f4v", - Format_Commercial: "MPEG-4", - Format_Profile: "Base Media / Version 2", - InternetMediaType: "video/mp4", - CodecID: "mp42", - CodecID_String: "mp42 (isom/mp41/mp42)", - CodecID_Url: "http://www.apple.com/quicktime/download/standalone.html", - CodecID_Compatible: "isom/mp41/mp42", - FileSize: "967309", - FileSize_String: "945 KiB", - FileSize_String1: "945 KiB", - FileSize_String2: "945 KiB", - FileSize_String3: "945 KiB", - FileSize_String4: "944.6 KiB", - StreamSize: "967309", - StreamSize_String: "945 KiB (100%)", - StreamSize_String1: "945 KiB", - StreamSize_String2: "945 KiB", - StreamSize_String3: "945 KiB", - StreamSize_String4: "944.6 KiB", - StreamSize_String5: "945 KiB (100%)", - StreamSize_Proportion: "1.00000", - HeaderSize: "36", - DataSize: "967273", - FooterSize: "0", - IsStreamable: "No", - File_Modified_Date: "UTC 2022-02-07 22:00:28", - File_Modified_Date_Local: "2022-02-07 14:00:28", - }, - ], - }, + invokedFunctionArn: 'arn:aws:service:region:account:resourceid', + getRemainingTimeInMillis: 1000, }; +describe('Test API /assets', () => { + beforeAll(() => { + console.log = jest.fn(); + console.error = jest.fn(); + }); + + beforeEach(() => { + jest.resetModules(); + stepMock.reset(); + }); + + afterEach(() => { + jest.resetAllMocks(); + }); + + test('GET /assets', async () => { + CommonUtils.validateUuid = jest.fn() + .mockReturnValue(true); + + const uuid = 'testuuid'; + const ingestResponses = [{ + uuid, + basename: 'basename', + bucket: 'testbucket', + key: 'testkey', + destination: { + bucket: 'testbucket', + prefix: 'prefix', + }, + schemaVersion: 1, + overallStatus: 'COMPLETED', + status: 'ANALYSIS_COMPLETED', + type: 'video', + mediainfo: [], + proxies: [], + analysis: [ + 'video', + ], + aiOptions: {}, + }]; + + jest.spyOn(DB.prototype, 'scanIndex') + .mockImplementation((params) => + Promise.resolve(ingestResponses)); + + const request = new ApiRequest({ + path: '/assets', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'assets', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const assetOp = new AssetOp(request); + const response = await assetOp.onGET(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + expect(JSON.parse(response.body).length) + .toBe(ingestResponses.length); + }); + + test('GET /assets/testuuid', async () => { + CommonUtils.validateUuid = jest.fn() + .mockReturnValue(true); + + const uuid = 'testuuid'; + const ingestResponse = { + uuid, + basename: 'basename', + bucket: 'testbucket', + key: 'testkey', + destination: { + bucket: 'testbucket', + prefix: 'prefix', + }, + schemaVersion: 1, + overallStatus: 'COMPLETED', + status: 'ANALYSIS_COMPLETED', + type: 'video', + mediainfo: [], + proxies: [], + analysis: [ + 'video', + ], + aiOptions: {}, + }; + + jest.spyOn(DB.prototype, 'fetch') + .mockImplementation((key, skey, attrs) => + Promise.resolve(ingestResponse)); + + const request = new ApiRequest({ + path: '/assets/testuuid', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'assets', + uuid, + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const assetOp = new AssetOp(request); + const response = await assetOp.onGET(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + expect(JSON.parse(response.body).uuid) + .toBe(uuid); + }); + + test('GET /assets?overallStatus=COMPLETED', async () => { + CommonUtils.validateUuid = jest.fn() + .mockReturnValue(true); + + const uuid = 'testuuid'; + const overallStatus = 'COMPLETED'; + const ingestResponses = [{ + uuid, + basename: 'basename', + bucket: 'testbucket', + key: 'testkey', + destination: { + bucket: 'testbucket', + prefix: 'prefix', + }, + schemaVersion: 1, + overallStatus: 'COMPLETED', + status: 'ANALYSIS_COMPLETED', + type: 'video', + mediainfo: [], + proxies: [], + analysis: [ + 'video', + ], + aiOptions: {}, + }]; + + jest.spyOn(DB.prototype, 'scanIndex') + .mockImplementation((params) => + Promise.resolve(ingestResponses)); + + const request = new ApiRequest({ + path: '/assets', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'assets', + }, + queryStringParameters: { + overallStatus, + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const assetOp = new AssetOp(request); + const response = await assetOp.onGET(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + expect(JSON.parse(response.body).length) + .toBe(ingestResponses.length); + }); + + test('GET /assets?type=video', async () => { + CommonUtils.validateUuid = jest.fn() + .mockReturnValue(true); + + const uuid = 'testuuid'; + const type = 'video'; + const ingestResponses = [{ + uuid, + basename: 'basename', + bucket: 'testbucket', + key: 'testkey', + destination: { + bucket: 'testbucket', + prefix: 'prefix', + }, + schemaVersion: 1, + overallStatus: 'COMPLETED', + status: 'ANALYSIS_COMPLETED', + type: 'video', + mediainfo: [], + proxies: [], + analysis: [ + 'video', + ], + aiOptions: {}, + }]; + + jest.spyOn(DB.prototype, 'scanIndex') + .mockImplementation((params) => + Promise.resolve(ingestResponses)); + + const request = new ApiRequest({ + path: '/assets', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'assets', + }, + queryStringParameters: { + type, + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const assetOp = new AssetOp(request); + const response = await assetOp.onGET(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + expect(JSON.parse(response.body).length) + .toBe(ingestResponses.length); + }); + + test('POST /assets', async () => { + CommonUtils.validateUuid = jest.fn() + .mockReturnValue(true); + + CommonUtils.headObject = jest.fn() + .mockImplementation(() => + Promise.resolve({})); -// jest.mock('CommonUtils', () => { -// return { -// object_names: ['track1', -// 'track2', -// 'track3', -// 'track4'] -// }}); + jest.spyOn(DB.prototype, 'fetch') + .mockImplementation(() => + Promise.resolve({})); + const sfnResponse = { + executionArn: 'arn:aws:mock:sfn', + }; + stepMock.on(StartExecutionCommand) + .resolves(sfnResponse); - describe('Test API', () => { + const uuid = 'testuuid'; + const body = { + input: { + uuid, + bucket: 'testbucket', + key: 'test.mp4', + group: 'testgroup', + }, + }; + + const request = new ApiRequest({ + path: '/assets', + httpMethod: 'POST', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'assets', + }, + queryStringParameters: { + }, + requestContext: {}, + body, + isBase64Encoded: false, + }, context); + + const assetOp = new AssetOp(request); + const response = await assetOp.onPOST(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); - beforeAll(() => { - AWS.mock('S3', 'listObjectsV2', function(params, callback) { - callback(null, params); - }); + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); - AWS.mock('DynamoDB.DocumentClient', 'query', Promise.resolve(JSON.parse(JSON.stringify(ddbQueryResponse)))); - - AWS.mock('DynamoDB.DocumentClient', 'scan', function(params, callback) { - const response = JSON.parse(JSON.stringify(ddbQueryResponse)); - response.LastEvaluatedKey = undefined; - callback(null, response); - }); - - AWS.mock('DynamoDB.DocumentClient', 'update', function(params, callback) { - callback(null, params); - }); - - AWS.mock('DynamoDB.DocumentClient', 'delete', function(params, callback) { - callback(null, params); - }); - }); + expect(response.body) + .toBeTruthy(); + expect(JSON.parse(response.body).uuid) + .toBe(uuid); - beforeEach(() => { + expect(JSON.parse(response.body).executionArn) + .toBe(sfnResponse.executionArn); + }); + + test('DELETE /assets should throw error', async () => { + const request = new ApiRequest({ + path: '/assets', + httpMethod: 'DELETE', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'assets', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const assetOp = new AssetOp(request); + await assetOp.onDELETE() + .catch((error) => { + expect(error.message) + .toBe('invalid uuid'); }); - - test('Test AnalysisOp test loadTracks', async () => { - const analysisOp = new AnalysisOp() - const data = media_info_sample_data; + }); + + test('DELETE /assets/testuuid', async () => { + CommonUtils.validateUuid = jest.fn() + .mockReturnValue(true); + + jest.spyOn(DB.prototype, 'purge') + .mockImplementation(() => + Promise.resolve({})); + + const uuid = 'testuuid'; + const request = new ApiRequest({ + path: '/assets/testuuid', + httpMethod: 'DELETE', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'assets', + uuid, + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const assetOp = new AssetOp(request); + const response = await assetOp.onDELETE(); - AWS.mock('CommonUtils.listObjects', 'update', function(params, callback) { - callback(null, params); - }); + expect(response.statusCode) + .toEqual(200); - const response_data = await analysisOp.loadTracks(data, "category"); - console.log(response_data); + expect(response.headers) + .toBeTruthy(); - let instance = new StateIndexIngestResults(stateData); - console.log(instance); - - expect(stateObj.input).toStrictEqual(testEvent.input); - expect(response_data.thing).toStringEqual(data); - expect(instance).toBeDefined(); - }); + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); - test('Test AnalysisOp loadTrackBasenames', async () => { - const analysisOp = new AnalysisOp(); - - const bucket = 'test_bucket'; - const prefix = 'test_prefix'; + expect(response.body) + .toBeTruthy(); + expect(JSON.parse(response.body).uuid) + .toBe(uuid); - const response_data = await analysisOp.loadTrackBasenames(bucket, prefix); + expect(JSON.parse(response.body).status) + .toBe('REMOVED'); + }); +}); + +describe('Test API /analysis', () => { + beforeAll(() => { + console.log = jest.fn(); + console.error = jest.fn(); + }); - console.log(response_data); + beforeEach(() => { + jest.resetModules(); + stepMock.reset(); + }); - expect(response_data.bucket).toBe(bucket); + afterEach(() => { + jest.resetAllMocks(); + }); - }); + test('GET /analysis/testuuid', async () => { + const uuid = 'testuuid'; + CommonUtils.validateUuid = jest.fn() + .mockReturnValue(true); - test('Test AssetOp startIngestWorkflow', async () => { - const analysisOp = new AssetOp(); - - const params = { - input: "my_test_input" + const ingestResponse = { + uuid, + analysis: [ + 'video', + ], + }; + const analysisResponse = { + uuid, + type: 'video', + rekognition: { + celeb: { + output: 'test-celeb-output', + }, + }, + }; + jest.spyOn(DB.prototype, 'fetch') + .mockImplementation((key, skey, attrs) => { + if (attrs === 'analysis') { + return Promise.resolve(ingestResponse); } - - const response_data = await analysisOp.startIngestWorkflow(params); + return Promise.resolve(analysisResponse); + }); + + const request = new ApiRequest({ + path: '/analysis/testuuid', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'analysis', + uuid, + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const analysisOp = new AnalysisOp(request); + const response = await analysisOp.onGET(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + expect(response.body) + .toStrictEqual(JSON.stringify([analysisResponse])); + }); + + test('POST /analysis/testuuid', async () => { + CommonUtils.validateUuid = jest.fn() + .mockReturnValue(true); + + const uuid = 'testuuid'; + const ingestResponse = { + uuid, + bucket: 'testbucket', + key: 'testkey', + destination: { + bucket: 'testbucket', + prefix: 'prefix', + }, + aiOptions: {}, + }; + jest.spyOn(DB.prototype, 'fetch') + .mockImplementation((key, skey, attrs) => + Promise.resolve(ingestResponse)); + + jest.spyOn(DB.prototype, 'dropColumns') + .mockImplementation((key, skey, attrs) => + Promise.resolve({})); + + jest.spyOn(DB.prototype, 'update') + .mockImplementation((key, skey, attrs) => + Promise.resolve({})); + + const sfnResponse = { + executionArn: 'arn:aws:mock:sfn', + }; + stepMock.on(StartExecutionCommand) + .resolves(sfnResponse); + + const request = new ApiRequest({ + path: '/analysis/testuuid', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'analysis', + uuid, + }, + requestContext: {}, + body: JSON.stringify({ + input: { + uuid, + }, + }), + isBase64Encoded: false, + }, context); + + const analysisOp = new AnalysisOp(request); + const response = await analysisOp.onPOST(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + expect(response.body) + .toStrictEqual(JSON.stringify({ + uuid, + status: 'STARTED', + ...sfnResponse, + })); + }); + + test('DELETE /analysis/testuuid', async () => { + CommonUtils.validateUuid = jest.fn() + .mockReturnValue(true); + + jest.spyOn(DB.prototype, 'dropColumns') + .mockImplementation(() => + Promise.resolve({})); + + const uuid = 'testuuid'; + const request = new ApiRequest({ + path: '/analysis/testuuid', + httpMethod: 'DELETE', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'analysis', + uuid, + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const analysisOp = new AnalysisOp(request); + const response = await analysisOp.onDELETE(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + expect(response.body) + .toStrictEqual(JSON.stringify({ + uuid, + status: 'REMOVED', + })); + }); +}); + +describe('Test API /attach-policy', () => { + beforeAll(() => { + console.log = jest.fn(); + console.error = jest.fn(); + }); + + beforeEach(() => { + jest.resetModules(); + iotMock.reset(); + }); + + afterEach(() => { + jest.resetAllMocks(); + }); + + test('GET /attach-policy should throw error', async () => { + const request = new ApiRequest({ + path: '/attach-policy', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'attach-policy', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const iotOp = new IotOp(request); + await iotOp.onGET() + .catch((error) => { + expect(error.message) + .toBe('IotOp.onGET not impl'); + }); + }); + + test('DELETE /attach-policy should throw error', async () => { + const request = new ApiRequest({ + path: '/attach-policy', + httpMethod: 'DELETE', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'attach-policy', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const iotOp = new IotOp(); + await iotOp.onDELETE() + .catch((error) => { + expect(error.message) + .toBe('IotOp.onDELETE not impl'); + }); + }); + + test('POST /attach-policy', async () => { + CommonUtils.validateCognitoIdentityId = jest.fn() + .mockReturnValue(true); + + iotMock.on(AttachPolicyCommand) + .resolves({}); + + const apiRequest = new ApiRequest({ + path: '/attach-policy', + httpMethod: 'POST', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'attach-policy', + }, + queryStringParameters: { + }, + requestContext: { + identity: { + cognitoIdentityId: 'testid', + }, + }, + body: null, + isBase64Encoded: false, + }, context); + + const iotOp = new IotOp(apiRequest); + const response = await iotOp.onPOST(); + + expect(response.body) + .toBeTruthy(); - expect(response_data.input.input).toBe(params.input); + expect(JSON.parse(response.body).status) + .toBe('COMPLETED'); + }); +}); + +describe('Test API /stats', () => { + beforeAll(() => { + console.log = jest.fn(); + console.error = jest.fn(); + }); - }); - + beforeEach(() => { + jest.resetModules(); + }); - test('Test IotOp ', async () => { - const iotOp = new IotOp(); - - const params = { - input: "my_test_input" + afterEach(() => { + jest.resetAllMocks(); + }); + + test('GET /stats (overall stats)', async () => { + const ingestStatsResponse = { + body: { + aggregations: { + groupByType: { + buckets: [ + { + key: 'video', + doc_count: 1, + totalDuration: { + value: 1, + }, + minDuration: { + value: 1, + }, + totalSize: { + value: 1, + }, + avgSize: { + value: 1, + }, + minSize: { + value: 1, + }, + maxSize: { + value: 1, + }, + maxDuration: { + value: 1, + }, + avgDuration: { + value: 1, + }, + }, + ], + }, + groupByOverallStatus: { + buckets: [ + { + key: 'COMPLETED', + doc_count: 1, + count: { + value: 1, + }, + }, + ], + }, + }, + }, + }; + const recentlyIngestStatsResponse = { + body: { + hits: { + hits: [ + { + _id: 'testuuid', + _source: { + duration: 1, + basename: 'basename', + fileSize: 1, + lastModified: 1, + type: 'video', + timestamp: 1, + }, + }, + ], + }, + }, + }; + jest.spyOn(Indexer.prototype, 'search') + .mockImplementation((query) => { + if (query.body.aggs !== undefined) { + return Promise.resolve(ingestStatsResponse); } - - const response_data = await iotOp.onPost(); + return Promise.resolve(recentlyIngestStatsResponse); + }); + + const request = new ApiRequest({ + path: '/stats', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'stats', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const statsOp = new StatsOp(request); + const response = await statsOp.onGET(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + const body = JSON.parse(response.body); + + expect(body) + .toHaveProperty('stats'); + + expect(body) + .toHaveProperty('recents'); + }); + + test('GET /stats?aggregate=celeb', async () => { + const aggResponse = { + celeb: { + buckets: [ + { + key: 'Andy Jassy', + doc_count: 1, + }, + ], + }, + }; + + jest.spyOn(Indexer.prototype, 'aggregate') + .mockImplementation((name, size) => + Promise.resolve(aggResponse)); + + const request = new ApiRequest({ + path: '/stats', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'stats', + }, + queryStringParameters: { + aggregate: 'celeb', + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const statsOp = new StatsOp(request); + const response = await statsOp.onGET(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + const body = JSON.parse(response.body); + + expect(body.aggregations.celeb) + .toBeTruthy(); + + expect(body.aggregations.celeb.length) + .toBe(1); + }); +}); + +describe('Test API /search', () => { + beforeAll(() => { + console.log = jest.fn(); + console.error = jest.fn(); + }); + + beforeEach(() => { + jest.resetModules(); + rekogMock.reset(); + }); + + afterEach(() => { + jest.resetAllMocks(); + }); + + test('GET /search?query=base64str', async () => { + const hit = { + _index: 'content', + _id: 'testuuid', + _score: 1, + _source: { + type: 'video', + }, + highlight: { + 'celeb.name': [ + 'Andy Jassy', + ], + }, + }; + const searchResponse = { + body: { + took: 1, + hits: { + total: { + value: 1, + }, + hits: [ + hit, + ], + }, + }, + }; + jest.spyOn(Indexer.prototype, 'search') + .mockImplementation((doc) => + Promise.resolve(searchResponse)); + + const mgetResponse = { + body: { + docs: [ + { + _index: 'content', + _id: 'testuuid', + _source: { + celeb: [ + { + name: 'Andy Jassy', + timecodes: [ + { + end: 0, + begin: 0, + }, + { + end: 10, + begin: 10, + }, + ], + }, + ], + }, + }, + ], + }, + }; + jest.spyOn(Indexer.prototype, 'mget') + .mockImplementation((doc) => + Promise.resolve(mgetResponse)); + + const query = '"andy jassy"'; + const request = new ApiRequest({ + path: '/search', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'search', + }, + queryStringParameters: { + query: Buffer.from(query).toString('base64'), + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const searchOp = new SearchOp(request); + const response = await searchOp.onGET(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + expect(JSON.parse(response.body).hits.length) + .toBe(1); + }); +}); + +describe('Test API /settings/aioptions', () => { + beforeAll(() => { + console.log = jest.fn(); + console.error = jest.fn(); + }); + + beforeEach(() => { + jest.resetModules(); + rekogMock.reset(); + }); + + afterEach(() => { + jest.resetAllMocks(); + }); + + test('GET /settings/aioptions', async () => { + CommonUtils.download = jest.fn() + .mockImplementation(() => + Promise.resolve('')); + + const request = new ApiRequest({ + path: '/settings/aioptions', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'search', + uuid: 'aioptions', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const settingOp = new SettingsOp(request); + const response = await settingOp.onGET(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + const body = JSON.parse(response.body); - expect(response_data.status).toBe(StateData.Statuses.Completed); + expect(body) + .toHaveProperty('celeb'); - }); + expect(body) + .toHaveProperty('face'); + expect(body) + .toHaveProperty('facematch'); + expect(body) + .toHaveProperty('label'); + expect(body) + .toHaveProperty('moderation'); - test('Test SearchOp parseSearchResults', async () => { - const searchOp = new searchOp(); - - const indices = 'ingest'; - const params = media_info_sample_data; + expect(body) + .toHaveProperty('segment'); + }); - const response_data = await searchOp.parseSearchResults(indices, params); + test('POST /settings/aioptions', async () => { + CommonUtils.upload = jest.fn() + .mockImplementation(() => + Promise.resolve({})); - expect(response_data.status).toBe(StateData.Statuses.Completed); + const aioptions = { + celeb: true, + face: true, + label: true, + facematch: false, + }; - }); + const request = new ApiRequest({ + path: '/settings/aioptions', + httpMethod: 'POST', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'search', + uuid: 'aioptions', + }, + queryStringParameters: { + }, + requestContext: {}, + body: JSON.stringify(aioptions), + isBase64Encoded: false, + }, context); + + const settingOp = new SettingsOp(request); + const response = await settingOp.onPOST(); + expect(response.statusCode) + .toEqual(200); - test('Test TranscribeOp onGetCustomLanguageModels', async () => { - const transcribeOp = new TranscribeOp(); + expect(response.headers) + .toBeTruthy(); - const response_data = await transcribeOp.onGetCustomLanguageModels(); + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + }); - expect(response_data.status).toBe(StateData.Statuses.Completed); + test('DELETE /settings/aioptions', async () => { + CommonUtils.deleteObject = jest.fn() + .mockImplementation(() => + Promise.resolve({})); - }); + const request = new ApiRequest({ + path: '/settings/aioptions', + httpMethod: 'DELETE', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'search', + uuid: 'aioptions', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); - test('Test TranscribeOp onGetCustomVocabularies', async () => { - const transcribeOp = new TranscribeOp(); - + const settingOp = new SettingsOp(request); - const response_data = await transcribeOp.onGetCustomVocabularies(); + const response = await settingOp.onPOST(); - expect(response_data.status).toBe(StateData.Statuses.Completed); + expect(response.statusCode) + .toEqual(200); - }); + expect(response.headers) + .toBeTruthy(); + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + }); }); +describe('Test API /users', () => { + beforeAll(() => { + console.log = jest.fn(); + console.error = jest.fn(); + }); + + beforeEach(() => { + jest.resetModules(); + cognitoIdpMock.reset(); + }); + + afterEach(() => { + jest.resetAllMocks(); + }); + + test('GET /users', async () => { + const userResponse = { + Users: [ + { + Username: 'testuser', + UserLastModifiedDate: Date.now(), + UserStatus: 'CONFIRMED', + Enabled: true, + Attributes: [ + { + Name: 'email', + Value: 'testemail', + }, + ], + }, + ], + }; + cognitoIdpMock.on(ListUsersCommand) + .resolves(userResponse); + + const groupResponse = { + Groups: [ + { + GroupName: 'testgroup', + Precedence: 1, + }, + ], + }; + cognitoIdpMock.on(AdminListGroupsForUserCommand) + .resolves(groupResponse); + + const request = new ApiRequest({ + path: '/users', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'users', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const userOp = new UsersOp(request); + const response = await userOp.onGET(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + const body = JSON.parse(response.body); + + expect(body[0].username) + .toBe(userResponse.Users[0].Username); + + expect(body[0].group) + .toBe(groupResponse.Groups[0].GroupName); + }); + + test('POST /users', async () => { + CommonUtils.validateEmailAddress = jest.fn() + .mockReturnValue(true); + + const users = [ + { + email: 'testemail', + username: 'testuser', + group: 'testgroup', + }, + ]; + + const userResponse = { + User: { + Enabled: true, + UserCreateDate: Date.now(), + UserLastModifiedDate: Date.now(), + Username: users[0].username, + UserStatus: 'FORCE_CHANGE_PASSWORD', + Attributes: [ + { + Name: 'email', + Value: users[0].email, + }, + ], + }, + }; + cognitoIdpMock.on(AdminCreateUserCommand) + .resolves(userResponse); + + cognitoIdpMock.on(AdminAddUserToGroupCommand) + .resolves({}); + + const request = new ApiRequest({ + path: '/users', + httpMethod: 'POST', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'users', + }, + queryStringParameters: { + }, + requestContext: {}, + body: JSON.stringify(users), + isBase64Encoded: false, + }, context); + + const userOp = new UsersOp(request); + const response = await userOp.onPOST(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + const body = JSON.parse(response.body); + expect(body[0].username) + .toBe(userResponse.User.Username); + + expect(body[0].group) + .toBe(users[0].group); + }); + + test('DELETE /users?user=testuser', async () => { + const user = 'testuser'; + + cognitoIdpMock.on(AdminDeleteUserCommand) + .resolves({}); + + const request = new ApiRequest({ + path: '/users', + httpMethod: 'DELETE', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'users', + }, + queryStringParameters: { + user, + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const userOp = new UsersOp(request); + const response = await userOp.onDELETE(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + const body = JSON.parse(response.body); + + expect(body.user) + .toBe(user); + + expect(body.status) + .toBe('removed'); + }); +}); + +describe('Test API /rekognition', () => { + beforeAll(() => { + console.log = jest.fn(); + console.error = jest.fn(); + }); + + beforeEach(() => { + jest.resetModules(); + rekogMock.reset(); + }); + + afterEach(() => { + jest.resetAllMocks(); + }); + + test('GET /rekognition should throw invalid operation', async () => { + const request = new ApiRequest({ + path: '/rekognition', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'rekognition', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const rekognitionOp = new RekognitionOp(request); + await rekognitionOp.onGET() + .catch((error) => { + expect(error.message) + .toBe('invalid operation'); + }); + }); + + test('POST /rekognition should throw invalid operation', async () => { + const request = new ApiRequest({ + path: '/rekognition', + httpMethod: 'POST', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'rekognition', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const rekognitionOp = new RekognitionOp(request); + await rekognitionOp.onPOST() + .catch((error) => { + expect(error.message) + .toBe('invalid operation'); + }); + }); + + test('DELETE /rekognition should throw invalid operation', async () => { + const request = new ApiRequest({ + path: '/rekognition', + httpMethod: 'DELETE', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'rekognition', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const rekognitionOp = new RekognitionOp(request); + await rekognitionOp.onDELETE() + .catch((error) => { + expect(error.message) + .toBe('invalid operation'); + }); + }); + + test('GET /rekognition/face-collections', async () => { + const collectionResponses = { + CollectionIds: [ + 'collectionA', + 'collectionB', + ], + }; + rekogMock.on(ListCollectionsCommand) + .resolves(collectionResponses); + + const describeResponse = { + FaceCount: 1, + FaceModelVersion: '0', + CreationTimestamp: Date.now(), + }; + rekogMock.on(DescribeCollectionCommand) + .resolves(describeResponse); + + const request = new ApiRequest({ + path: '/rekognition/face-collections', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'rekognition', + uuid: 'face-collections', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const rekognitionOp = new RekognitionOp(request); + const response = await rekognitionOp.onGET(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + expect(JSON.parse(response.body).length) + .toBe(collectionResponses.CollectionIds.length); + }); + + test('POST /rekognition/face-collections should throw invalid operation', async () => { + const request = new ApiRequest({ + path: '/rekognition/face-collections', + httpMethod: 'POST', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'rekognition', + uuid: 'face-collections', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const rekognitionOp = new RekognitionOp(request); + await rekognitionOp.onPOST() + .catch((error) => { + expect(error.message) + .toBe('invalid operation'); + }); + }); + + test('DELETE /rekognition/face-collections should throw invalid operation', async () => { + const request = new ApiRequest({ + path: '/rekognition/face-collections', + httpMethod: 'DELETE', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'rekognition', + uuid: 'face-collections', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const rekognitionOp = new RekognitionOp(request); + await rekognitionOp.onDELETE() + .catch((error) => { + expect(error.message) + .toBe('invalid operation'); + }); + }); + + test('GET /rekognition/face-collection should throw invalid collection id', async () => { + const request = new ApiRequest({ + path: '/rekognition/face-collection', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'rekognition', + uuid: 'face-collection', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const rekognitionOp = new RekognitionOp(request); + await rekognitionOp.onGET() + .catch((error) => { + expect(error.message) + .toBe('invalid collection id'); + }); + }); + + test('GET /rekognition/face-collection?collectionId=collectionA', async () => { + const describeResponse = { + FaceCount: 1, + FaceModelVersion: '0', + CreationTimestamp: Date.now(), + }; + rekogMock.on(DescribeCollectionCommand) + .resolves(describeResponse); + + const collectionId = 'collectionA'; + const request = new ApiRequest({ + path: '/rekognition/face-collection', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'rekognition', + uuid: 'face-collection', + }, + queryStringParameters: { + collectionId, + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const rekognitionOp = new RekognitionOp(request); + const response = await rekognitionOp.onGET(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + expect(JSON.parse(response.body).name) + .toBe(collectionId); + }); + + test('POST /rekognition/face-collection', async () => { + const createResponse = { + FaceModelVersion: '0', + }; + rekogMock.on(CreateCollectionCommand) + .resolves(createResponse); + + const collectionId = 'collectionA'; + const request = new ApiRequest({ + path: '/rekognition/face-collection', + httpMethod: 'POST', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'rekognition', + uuid: 'face-collection', + }, + queryStringParameters: { + }, + requestContext: {}, + body: JSON.stringify({ + collectionId, + }), + isBase64Encoded: false, + }, context); + + const rekognitionOp = new RekognitionOp(request); + const response = await rekognitionOp.onPOST(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + expect(JSON.parse(response.body).name) + .toBe(collectionId); + }); + + test('DELETE /rekognition/face-collection should throw invalid collection id', async () => { + const request = new ApiRequest({ + path: '/rekognition/face-collection', + httpMethod: 'DELETE', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'rekognition', + uuid: 'face-collection', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const rekognitionOp = new RekognitionOp(request); + await rekognitionOp.onDELETE() + .catch((error) => { + expect(error.message) + .toBe('invalid collection id'); + }); + }); + + test('DELETE /rekognition/face-collection?collectionId=collectionA', async () => { + const deleteResponse = { + FaceModelVersion: '0', + }; + rekogMock.on(DeleteCollectionCommand) + .resolves(deleteResponse); + + const collectionId = 'collectionA'; + const request = new ApiRequest({ + path: '/rekognition/face-collection', + httpMethod: 'DELETE', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'rekognition', + uuid: 'face-collection', + }, + queryStringParameters: { + collectionId, + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const rekognitionOp = new RekognitionOp(request); + const response = await rekognitionOp.onDELETE(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + }); + + test('GET /rekognition/faces should throw invalid collection id', async () => { + const request = new ApiRequest({ + path: '/rekognition/faces', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'rekognition', + uuid: 'faces', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const rekognitionOp = new RekognitionOp(request); + await rekognitionOp.onGET() + .catch((error) => { + expect(error.message) + .toBe('invalid collection id'); + }); + }); + + test('GET /rekognition/faces?collectionId=collectionA', async () => { + const facesResponse = { + Faces: [ + { + FaceId: 'faceid', + BoundingBox: {}, + ImageId: 'imageid', + ExternalImageId: 'externalid', + Confidence: 0, + IndexFacesModelVersion: '0', + }, + ], + }; + rekogMock.on(ListFacesCommand) + .resolves(facesResponse); + + CommonUtils.headObject = jest.fn() + .mockImplementation(() => + Promise.resolve({})); + + const collectionId = 'collectionA'; + const request = new ApiRequest({ + path: '/rekognition/faces', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'rekognition', + uuid: 'faces', + }, + queryStringParameters: { + collectionId, + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const rekognitionOp = new RekognitionOp(request); + const response = await rekognitionOp.onGET(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + expect(JSON.parse(response.body).faces.length) + .toBe(facesResponse.Faces.length); + }); + + test('POST /rekognition/faces should throw invalid operation', async () => { + const request = new ApiRequest({ + path: '/rekognition/faces', + httpMethod: 'POST', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'rekognition', + uuid: 'faces', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const rekognitionOp = new RekognitionOp(request); + await rekognitionOp.onPOST() + .catch((error) => { + expect(error.message) + .toBe('invalid operation'); + }); + }); + + test('DELETE /rekognition/faces should throw invalid operation', async () => { + const request = new ApiRequest({ + path: '/rekognition/faces', + httpMethod: 'DELETE', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'rekognition', + uuid: 'faces', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const rekognitionOp = new RekognitionOp(request); + await rekognitionOp.onDELETE() + .catch((error) => { + expect(error.message) + .toBe('invalid operation'); + }); + }); + + test('GET /rekognition/face should throw invalid collection id', async () => { + const request = new ApiRequest({ + path: '/rekognition/face', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'rekognition', + uuid: 'face', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const rekognitionOp = new RekognitionOp(request); + await rekognitionOp.onGET() + .catch((error) => { + expect(error.message) + .toBe('invalid collection id'); + }); + }); + + test('GET /rekognition/face?collectionId=collectionA should throw invalid face id', async () => { + const collectionId = 'collectionA'; + const request = new ApiRequest({ + path: '/rekognition/face', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'rekognition', + uuid: 'face', + }, + queryStringParameters: { + collectionId, + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const rekognitionOp = new RekognitionOp(request); + await rekognitionOp.onGET() + .catch((error) => { + expect(error.message) + .toBe('invalid face id'); + }); + }); + + test('GET /rekognition/face?collectionId=collectionA&faceId=faceA', async () => { + CommonUtils.validateUuid = jest.fn() + .mockReturnValue(true); + + CommonUtils.headObject = jest.fn() + .mockImplementation(() => + Promise.resolve({ + Key: 'mock/key', + })); + + const collectionId = 'collectionA'; + const faceId = 'faceA'; + const facesResponse = { + Faces: [ + { + FaceId: faceId, + BoundingBox: {}, + ImageId: 'imageid', + ExternalImageId: 'externalid', + Confidence: 0, + IndexFacesModelVersion: '0', + }, + ], + }; + rekogMock.on(ListFacesCommand) + .resolves(facesResponse); + + const request = new ApiRequest({ + path: '/rekognition/face', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'rekognition', + uuid: 'face', + }, + queryStringParameters: { + collectionId, + faceId, + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const rekognitionOp = new RekognitionOp(request); + const response = await rekognitionOp.onGET(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + expect(JSON.parse(response.body).faceId) + .toBe(faceId); + }); + + test('POST /rekognition/face', async () => { + CommonUtils.validateUuid = jest.fn() + .mockReturnValue(true); + + CommonUtils.validateImageBlob = jest.fn() + .mockReturnValue(true); + + CommonUtils.uploadFile = jest.fn() + .mockImplementation(() => + Promise.resolve({})); + + const collectionId = 'collectionA'; + const faceId = 'faceid'; + const externalImageId = 'externalid'; + const blob = 'blob'; + const indexResponse = { + FaceRecords: [ + { + Face: { + FaceId: faceId, + BoundingBox: {}, + ImageId: 'imageid', + ExternalImageId: externalImageId, + Confidence: 0, + IndexFacesModelVersion: '0', + }, + }, + ], + }; + rekogMock.on(IndexFacesCommand) + .resolves(indexResponse); + + const request = new ApiRequest({ + path: '/rekognition/face', + httpMethod: 'POST', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'rekognition', + uuid: 'face', + }, + queryStringParameters: { + }, + requestContext: {}, + body: JSON.stringify({ + collectionId, + externalImageId, + blob, + }), + isBase64Encoded: false, + }, context); + + const rekognitionOp = new RekognitionOp(request); + const response = await rekognitionOp.onPOST(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + expect(JSON.parse(response.body).faceId) + .toBe(faceId); + + expect(JSON.parse(response.body).externalImageId) + .toBe(externalImageId); + }); + + test('DELETE /rekognition/face?collectionId=collectionA&faceId=faceA', async () => { + CommonUtils.validateUuid = jest.fn() + .mockReturnValue(true); + + CommonUtils.deleteObject = jest.fn() + .mockImplementation(() => + Promise.resolve({})); + + const collectionId = 'collectionA'; + const faceId = 'faceA'; + + rekogMock.on(DeleteFacesCommand) + .resolves({}); + + const request = new ApiRequest({ + path: '/rekognition/face', + httpMethod: 'DELETE', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'rekognition', + uuid: 'face', + }, + queryStringParameters: { + collectionId, + faceId, + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const rekognitionOp = new RekognitionOp(request); + const response = await rekognitionOp.onDELETE(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + expect(JSON.parse(response.body).faceId) + .toBe(faceId); + }); + + test('GET /rekognition/custom-label-models', async () => { + const projectResponse = { + ProjectDescriptions: [ + { + ProjectArn: 'projectarn', + Status: 'CREATED', + Datasets: [], + CreationTimestamp: Date.now(), + }, + ], + }; + rekogMock.on(DescribeProjectsCommand) + .resolves(projectResponse); + + const projectVersionResponse = { + ProjectVersionDescriptions: [ + { + ProjectVersionArn: 'projectversionarn', + Status: 'STOPPED', + }, + ], + }; + rekogMock.on(DescribeProjectVersionsCommand) + .resolves(projectVersionResponse); + + const request = new ApiRequest({ + path: '/rekognition/custom-label-models', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'rekognition', + uuid: 'custom-label-models', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const rekognitionOp = new RekognitionOp(request); + const response = await rekognitionOp.onGET(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + expect(JSON.parse(response.body)[0].name) + .toBe(projectResponse.ProjectDescriptions[0].ProjectArn); + }); + + test('POST /rekognition/custom-label-models should throw invalid operation', async () => { + const request = new ApiRequest({ + path: '/rekognition/custom-label-models', + httpMethod: 'POST', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'rekognition', + uuid: 'custom-label-models', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const rekognitionOp = new RekognitionOp(request); + await rekognitionOp.onPOST() + .catch((error) => { + expect(error.message) + .toBe('invalid operation'); + }); + }); + + test('DELETE /rekognition/custom-label-models should throw invalid operation', async () => { + const request = new ApiRequest({ + path: '/rekognition/custom-label-models', + httpMethod: 'DELETE', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'rekognition', + uuid: 'custom-label-models', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const rekognitionOp = new RekognitionOp(request); + await rekognitionOp.onDELETE() + .catch((error) => { + expect(error.message) + .toBe('invalid operation'); + }); + }); +}); + +describe('Test API /transcribe', () => { + beforeAll(() => { + console.log = jest.fn(); + console.error = jest.fn(); + }); + + beforeEach(() => { + jest.resetModules(); + transcribeMock.reset(); + }); + + afterEach(() => { + jest.resetAllMocks(); + }); + + test('GET /transcribe/custom-vocabularies', async () => { + const vocabResponse = { + Vocabularies: [ + { + VocabularyName: 'testvocab', + LanguageCode: 'en-US', + }, + ], + }; + transcribeMock.on(ListVocabulariesCommand) + .resolves(vocabResponse); + + const request = new ApiRequest({ + path: '/transcribe/custom-vocabularies', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'transcribe', + uuid: 'custom-vocabularies', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const transcribeOp = new TranscribeOp(request); + const response = await transcribeOp.onGET(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + expect(JSON.parse(response.body)[0].name) + .toBe(vocabResponse.Vocabularies[0].VocabularyName); + }); + + test('POST /transcribe/custom-vocabularies should throw invalid operation', async () => { + const request = new ApiRequest({ + path: '/transcribe/custom-vocabularies', + httpMethod: 'POST', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'transcribe', + uuid: 'custom-vocabularies', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const transcribeOp = new TranscribeOp(request); + await transcribeOp.onPOST() + .catch((error) => { + expect(error.message) + .toBe('invalid operation'); + }); + }); + + test('DELETE /transcribe/custom-vocabularies should throw invalid operation', async () => { + const request = new ApiRequest({ + path: '/transcribe/custom-vocabularies', + httpMethod: 'DELETE', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'transcribe', + uuid: 'custom-vocabularies', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const transcribeOp = new TranscribeOp(request); + await transcribeOp.onDELETE() + .catch((error) => { + expect(error.message) + .toBe('invalid operation'); + }); + }); + + test('GET /transcribe/custom-language-models', async () => { + const modelResponse = { + Models: [ + { + ModelName: 'testmodel', + LanguageCode: 'en-US', + }, + ], + }; + transcribeMock.on(ListLanguageModelsCommand) + .resolves(modelResponse); + + const request = new ApiRequest({ + path: '/transcribe/custom-language-models', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'transcribe', + uuid: 'custom-language-models', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const transcribeOp = new TranscribeOp(request); + const response = await transcribeOp.onGET(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + expect(JSON.parse(response.body)[0].name) + .toBe(modelResponse.Models[0].ModelName); + }); + + test('POST /transcribe/custom-language-models should throw invalid operation', async () => { + const request = new ApiRequest({ + path: '/transcribe/custom-language-models', + httpMethod: 'POST', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'transcribe', + uuid: 'custom-language-models', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const transcribeOp = new TranscribeOp(request); + await transcribeOp.onPOST() + .catch((error) => { + expect(error.message) + .toBe('invalid operation'); + }); + }); + + test('DELETE /transcribe/custom-language-models should throw invalid operation', async () => { + const request = new ApiRequest({ + path: '/transcribe/custom-language-models', + httpMethod: 'DELETE', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'transcribe', + uuid: 'custom-language-models', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const transcribeOp = new TranscribeOp(request); + await transcribeOp.onDELETE() + .catch((error) => { + expect(error.message) + .toBe('invalid operation'); + }); + }); +}); + +describe('Test API /comprehend', () => { + beforeAll(() => { + console.log = jest.fn(); + console.error = jest.fn(); + }); + + beforeEach(() => { + jest.resetModules(); + comprehendMock.reset(); + }); + + afterEach(() => { + jest.resetAllMocks(); + }); + + test('GET /comprehend should throw error', async () => { + const request = new ApiRequest({ + path: '/comprehend', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'comprehend', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const comprehendOp = new ComprehendOp(request); + await comprehendOp.onGET() + .catch((error) => { + expect(error.message) + .toBe('invalid operation'); + }); + }); + + test('GET /comprehend/custom-entity-recognizers', async () => { + const recognizers = [1, 2] + .map((idx) => ({ + EntityRecognizerArn: `arn:aws:mock:region:acc:entity-recognizer/mock/version/${idx}`, + LanguageCode: 'en', + Status: 'TRAINED', + SubmitTime: '0', + EndTime: '0', + TrainingStartTime: '0', + TrainingEndTime: '0', + InputDataConfig: {}, + RecognizerMetadata: {}, + DataAccessRoleArn: 'role', + VersionName: `${idx}`, + })); + + const comprehendResponse = { + EntityRecognizerPropertiesList: recognizers, + }; + + comprehendMock.on(ListEntityRecognizersCommand) + .resolves(comprehendResponse); + + const request = new ApiRequest({ + path: '/comprehend/custom-entity-recognizers', + httpMethod: 'GET', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'comprehend', + uuid: 'custom-entity-recognizers', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const comprehendOp = new ComprehendOp(request); + const response = await comprehendOp.onGET(); + + expect(response.statusCode) + .toEqual(200); + + expect(response.headers) + .toBeTruthy(); + + expect(response.headers['Content-Type']) + .toStrictEqual('application/json'); + + expect(response.body) + .toBeTruthy(); + + expect(JSON.parse(response.body).length) + .toBe(2); + }); + + test('POST /comprehend/custom-entity-recognizers should throw', async () => { + const request = new ApiRequest({ + path: '/comprehend/custom-entity-recognizers', + httpMethod: 'POST', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'comprehend', + uuid: 'custom-entity-recognizers', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const comprehendOp = new ComprehendOp(request); + await comprehendOp.onPOST() + .catch((error) => { + expect(error) + .toBeInstanceOf(Error); + + expect(error.message) + .toBe('ComprehendOp.onPOST not impl'); + }); + }); + + test('DELETE /comprehend/custom-entity-recognizers should throw', async () => { + const request = new ApiRequest({ + path: '/comprehend/custom-entity-recognizers', + httpMethod: 'DELETE', + headers: { + origin: 'http://localhost', + }, + pathParameters: { + operation: 'comprehend', + uuid: 'custom-entity-recognizers', + }, + queryStringParameters: { + }, + requestContext: {}, + body: null, + isBase64Encoded: false, + }, context); + + const comprehendOp = new ComprehendOp(request); + await comprehendOp.onDELETE() + .catch((error) => { + expect(error) + .toBeInstanceOf(Error); + + expect(error.message) + .toBe('ComprehendOp.onDELETE not impl'); + }); + }); +}); diff --git a/source/api/jest.config.js b/source/api/jest.config.js index 8a15fd9..df7d212 100644 --- a/source/api/jest.config.js +++ b/source/api/jest.config.js @@ -1,11 +1,10 @@ module.exports = { - setupTestFrameworkScriptFile: 'tests/setup.js', - transform: { - '^.+\\.jsx?$': 'babel-jest', - }, - roots: [''], - testMatch: ['**/*.spec.js'], - coveragePathIgnorePatterns: ['/lib/utils.test.js'], - coverageReporters: [['lcov', { projectRoot: '../../../' }], 'text'], - setupFiles: ['/setEnvVars.js'] - }; \ No newline at end of file + transform: { + '^.+\\.jsx?$': 'babel-jest', + }, + roots: [''], + testMatch: ['**/*.spec.js'], + coveragePathIgnorePatterns: ['/lib/utils.test.js'], + coverageReporters: [['lcov', { projectRoot: '../../../' }], 'text'], + setupFiles: ['/setEnvVars.js'], +}; diff --git a/source/api/lib/apiRequest.js b/source/api/lib/apiRequest.js index 4e1b522..7b1e597 100644 --- a/source/api/lib/apiRequest.js +++ b/source/api/lib/apiRequest.js @@ -4,6 +4,7 @@ const { ApiOps, CommonUtils, + M2CException, } = require('core-lib'); const AnalysisOp = require('./operations/analysisOp'); const AssetOp = require('./operations/assetOp'); @@ -16,11 +17,14 @@ const ComprehendOp = require('./operations/comprehendOp'); const StatsOp = require('./operations/statsOp'); const UsersOp = require('./operations/usersOp'); const SettingsOp = require('./operations/settingsOp'); +const GenAIOp = require('./operations/genaiOp'); +const FaceIndexerOp = require('./operations/faceIndexerOp'); const OP_REKOGNITION = 'rekognition'; const OP_TRANSCRIBE = 'transcribe'; const OP_COMPREHEND = 'comprehend'; const OP_SETTINGS = ApiOps.AIOptionsSettings.split('/')[0]; +const OP_GENAI = 'genai'; class ApiRequest { constructor(event, context) { @@ -41,7 +45,7 @@ class ApiRequest { if (this.$cognitoIdentityId && !CommonUtils.validateCognitoIdentityId(this.$cognitoIdentityId)) { - throw new Error('invalid user id'); + throw new M2CException('invalid user id'); } try { @@ -126,7 +130,13 @@ class ApiRequest { if (op === OP_SETTINGS) { return new SettingsOp(this); } - throw new Error(`operation '${(this.pathParameters || {}).operation}' not supported`); + if (op === OP_GENAI) { + return new GenAIOp(this); + } + if (op === ApiOps.FaceIndexer) { + return new FaceIndexerOp(this); + } + throw new M2CException(`operation '${(this.pathParameters || {}).operation}' not supported`); } } diff --git a/source/api/lib/operations/analysisOp.js b/source/api/lib/operations/analysisOp.js index 49fa762..e4e421e 100644 --- a/source/api/lib/operations/analysisOp.js +++ b/source/api/lib/operations/analysisOp.js @@ -1,84 +1,130 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); const PATH = require('path'); +const { + SFNClient, + StartExecutionCommand, +} = require('@aws-sdk/client-sfn'); const { CommonUtils, DB, - Environment, + Environment: { + Solution: { + Metrics: { + CustomUserAgent, + }, + }, + DynamoDB: { + Ingest: { + Table: IngestTable, + PartitionKey: IngestPartitionKey, + }, + AIML: { + Table: AnalysisTable, + PartitionKey: AnalysisPartitionKey, + SortKey: AnalysisSortKey, + }, + Shoppable: { + Table: ShoppableTable, + PartitionKey: ShoppablePartitionKey, + }, + }, + StateMachines: { + Main: MainStateMachine, + Analysis: AnalysisStateMachine, + }, + Proxy: { + Bucket: ProxyBucket, + }, + }, + AnalysisTypes: { + Shoppable, + }, StateData, + xraysdkHelper, + retryStrategyHelper, + M2CException, } = require('core-lib'); const BaseOp = require('./baseOp'); const MEDIATYPE_VIDEO = 'video'; -const MEDIATYPE_AUDIO = 'audio'; -const MEDIATYPE_IMAGE = 'image'; -const MEDIATYPE_DOCUMENT = 'document'; const TRACK_METADATA = 'metadata'; const TRACK_TIMESERIES = 'timeseries'; const TRACK_VTT = 'vtt'; const CATEGORY_REKOGNITION = 'rekognition'; const CATEGORY_COMPREHEND = 'comprehend'; +const REGION = process.env.AWS_REGION; + class AnalysisOp extends BaseOp { async onGET() { const uuid = (this.request.pathParameters || {}).uuid; if (!uuid || !CommonUtils.validateUuid(uuid)) { - throw new Error('invalid uuid'); + throw new M2CException('invalid uuid'); } - /* #1: check types of analysis */ + + // #1: check types of analysis let db = new DB({ - Table: Environment.DynamoDB.Ingest.Table, - PartitionKey: Environment.DynamoDB.Ingest.PartitionKey, + Table: IngestTable, + PartitionKey: IngestPartitionKey, }); - const types = await db.fetch(uuid, undefined, 'analysis') + + const types = await db.fetch(uuid, undefined, ['analysis', 'aiOptions']) .catch(() => ({ analysis: [], })); - /* #2: query all types of analysis */ + + // #2: query all types of analysis db = new DB({ - Table: Environment.DynamoDB.AIML.Table, - PartitionKey: Environment.DynamoDB.AIML.PartitionKey, - SortKey: Environment.DynamoDB.AIML.SortKey, + Table: AnalysisTable, + PartitionKey: AnalysisPartitionKey, + SortKey: AnalysisSortKey, }); - let responses = await Promise.all(types.analysis.map(x => - db.fetch(uuid, x))); - /* #3: load vtt and metadata tracks */ - responses = await Promise.all((responses || []).map(x => { - switch (x.type) { - case MEDIATYPE_VIDEO: - return this.loadVideoTracks(x); - case MEDIATYPE_AUDIO: - return this.loadAudioTracks(x); - case MEDIATYPE_IMAGE: - return this.loadImageTracks(x); - case MEDIATYPE_DOCUMENT: - return this.loadDocumentTracks(x); - default: - return undefined; - } - })); - return super.onGET(responses.filter(x => x)); + + let responses = await Promise.all(types.analysis + .map((type) => + db.fetch(uuid, type))); + + responses = responses + .filter((response) => + response !== undefined); + + // #3: check shoppable + if (types.analysis.includes(MEDIATYPE_VIDEO) + && types.aiOptions[Shoppable] === true) { + db = new DB({ + Table: ShoppableTable, + PartitionKey: ShoppablePartitionKey, + }); + + await db.fetch(uuid, undefined) + .then((res) => { + if (res && res[Shoppable]) { + responses.forEach((response) => { + if (response[CATEGORY_REKOGNITION]) { + response[CATEGORY_REKOGNITION][Shoppable] = res[Shoppable]; + } + }); + } + }) + .catch(() => + undefined); + } + + return super.onGET(responses); } async onPOST() { const input = (this.request.body || {}).input || {}; const uuid = input.uuid || (this.request.pathParameters || {}).uuid; if (!uuid || !CommonUtils.validateUuid(uuid)) { - throw new Error('invalid uuid'); + throw new M2CException('invalid uuid'); } /* get original settings from db table */ const db = new DB({ - Table: Environment.DynamoDB.Ingest.Table, - PartitionKey: Environment.DynamoDB.Ingest.PartitionKey, + Table: IngestTable, + PartitionKey: IngestPartitionKey, }); const fieldsToGet = [ 'bucket', @@ -100,11 +146,11 @@ class AnalysisOp extends BaseOp { } const ingestRequired = this.enableIngest(original.aiOptions, input.aiOptions); const stateMachine = (ingestRequired) - ? Environment.StateMachines.Main - : Environment.StateMachines.Analysis; + ? MainStateMachine + : AnalysisStateMachine; const arn = [ 'arn:aws:states', - process.env.AWS_REGION, + REGION, this.request.accountId, 'stateMachine', stateMachine, @@ -117,14 +163,22 @@ class AnalysisOp extends BaseOp { }, uuid, }; - const step = new AWS.StepFunctions({ - apiVersion: '2016-11-23', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - const response = await step.startExecution({ + + const stepfunctionClient = xraysdkHelper(new SFNClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); + + const command = new StartExecutionCommand({ input: JSON.stringify(params), stateMachineArn: arn, - }).promise(); + }); + + const response = await stepfunctionClient.send(command) + .then((res) => ({ + ...res, + $metadata: undefined, + })); /* update aiOptions field */ await db.update(uuid, undefined, { @@ -141,12 +195,12 @@ class AnalysisOp extends BaseOp { async onDELETE() { const uuid = (this.request.pathParameters || {}).uuid; if (!uuid || !CommonUtils.validateUuid(uuid)) { - throw new Error('invalid uuid'); + throw new M2CException('invalid uuid'); } /* drop analysis column */ const db = new DB({ - Table: Environment.DynamoDB.Ingest.Table, - PartitionKey: Environment.DynamoDB.Ingest.PartitionKey, + Table: IngestTable, + PartitionKey: IngestPartitionKey, }); await db.dropColumns(uuid, undefined, 'analysis') .catch(() => @@ -181,8 +235,18 @@ class AnalysisOp extends BaseOp { response = await CommonUtils.listObjects(bucket, prefix, { ContinuationToken: (response || {}).NextContinuationToken, MaxKeys: 300, - }).catch((e) => - console.error(`[ERR]: CommonUtils.listObjects: ${prefix} ${e.code} ${e.message}`)); + }).catch((e) => { + console.error( + 'ERR:', + 'AnalysisOp.loadTrackBasenames:', + 'CommonUtils.listObjects:', + e.name, + e.message, + prefix + ); + return undefined; + }); + if (response && response.Contents) { names.splice(names.length, 0, ...response.Contents.map((x) => PATH.parse(x.Key).name)); @@ -194,12 +258,13 @@ class AnalysisOp extends BaseOp { } async loadTracks(data, category) { - const bucket = Environment.Proxy.Bucket; + const bucket = ProxyBucket; const keys = Object.keys(data[category] || {}); while (keys.length) { const key = keys.shift(); const datasets = [].concat(data[category][key]); - for (let dataset of datasets) { + for (let i = 0; i < datasets.length; i++) { + const dataset = datasets[i]; const tracks = await Promise.all([ TRACK_METADATA, TRACK_TIMESERIES, diff --git a/source/api/lib/operations/assetOp.js b/source/api/lib/operations/assetOp.js index 28ab80c..b08596a 100644 --- a/source/api/lib/operations/assetOp.js +++ b/source/api/lib/operations/assetOp.js @@ -1,23 +1,25 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + SFNClient, + StartExecutionCommand, +} = require('@aws-sdk/client-sfn'); const { CommonUtils, DB, Environment, StateData, + xraysdkHelper, + retryStrategyHelper, + M2CException, } = require('core-lib'); const JsonProvider = require('./jsonProvider'); const BaseOp = require('./baseOp'); +const REGION = process.env.AWS_REGION; +const CUSTOM_USER_AGENT = Environment.Solution.Metrics.CustomUserAgent; + class AssetOp extends BaseOp { async onGET() { const uuid = (this.request.pathParameters || {}).uuid; @@ -28,9 +30,9 @@ class AssetOp extends BaseOp { const qs = this.request.queryString || {}; const token = qs.token && decodeURIComponent(qs.token); if (token && !CommonUtils.validateBase64JsonToken(token)) { - throw new Error('invalid token'); + throw new M2CException('invalid token'); } - const pageSize = Number.parseInt(qs.pageSize || Environment.DynamoDB.Ingest.GSI.PageSize, 10); + const pageSize = Number(qs.pageSize || Environment.DynamoDB.Ingest.GSI.PageSize); const overallStatus = qs.overallStatus && decodeURIComponent(qs.overallStatus); const type = qs.type && decodeURIComponent(qs.type); /* get records by overallStatus */ @@ -49,31 +51,31 @@ class AssetOp extends BaseOp { const params = this.request.body || {}; const input = params.input; if (!input) { - throw new Error('input object must be specified'); + throw new M2CException('input object must be specified'); } if (!(input.uuid || (input.bucket && input.key))) { - throw new Error('uuid or bucket and key must be specified'); + throw new M2CException('uuid or bucket and key must be specified'); } if (input.uuid && !CommonUtils.validateUuid(input.uuid)) { - throw new Error('invalid uuid'); + throw new M2CException('invalid uuid'); } if ((input.destination || {}).bucket && !CommonUtils.validateBucket(input.destination.bucket)) { - throw new Error('invalid destination bucket name'); + throw new M2CException('invalid destination bucket name'); } if ((input.group) && !CommonUtils.validateGroupName(input.group)) { - throw new Error('invalid group name'); + throw new M2CException('invalid group name'); } if (input.attributes !== undefined) { const keys = Object.keys(input.attributes); while (keys.length) { if (!CommonUtils.validateAttributeKey(keys.shift())) { - throw new Error('invalid attribute key name'); + throw new M2CException('invalid attribute key name'); } } const values = Object.values(input.attributes); while (values.length) { if (!CommonUtils.validateAttributeValue(values.shift())) { - throw new Error('invalid attribute key value'); + throw new M2CException('invalid attribute key value'); } } } @@ -87,15 +89,12 @@ class AssetOp extends BaseOp { async onDELETE() { const uuid = (this.request.pathParameters || {}).uuid; if (!uuid || !CommonUtils.validateUuid(uuid)) { - throw new Error('invalid uuid'); + throw new M2CException('invalid uuid'); } - const db = new DB({ - Table: Environment.DynamoDB.Ingest.Table, - PartitionKey: Environment.DynamoDB.Ingest.PartitionKey, - }); - await db.purge(uuid) - .catch((e) => - console.error(`[ERR]: db.purge: ${uuid} ${e.code} ${e.message}`)); + + /* start the removal state machine */ + await this.startAssetRemovalWorkflow(uuid); + return super.onDELETE({ uuid, status: StateData.Statuses.Removed, @@ -134,7 +133,7 @@ class AssetOp extends BaseOp { fetched = await db.fetch(input.uuid, undefined, 'key').catch(() => ({})); if (input.key && fetched.key && input.key !== fetched.key) { - throw new Error(`${input.uuid} is already used for other asset`); + throw new M2CException(`${input.uuid} is already used for other asset`); } } else { input.uuid = CommonUtils.uuid4(); @@ -152,31 +151,70 @@ class AssetOp extends BaseOp { /* #4: start ingest state machine */ const arn = [ 'arn:aws:states', - process.env.AWS_REGION, + REGION, this.request.accountId, 'stateMachine', Environment.StateMachines.Main, ].join(':'); - const step = new AWS.StepFunctions({ - apiVersion: '2016-11-23', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - return step.startExecution({ + const stepfunctionClient = xraysdkHelper(new SFNClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new StartExecutionCommand({ input: JSON.stringify({ input, }), stateMachineArn: arn, - }).promise().then(data => ({ - uuid: input.uuid, - status: StateData.Statuses.Started, - ...data, + }); + + return stepfunctionClient.send(command) + .then((res) => ({ + ...res, + uuid: input.uuid, + status: StateData.Statuses.Started, + $metadata: undefined, + })); + } + + async startAssetRemovalWorkflow(uuid) { + const params = { + input: { + uuid, + }, + }; + + const arn = [ + 'arn:aws:states', + REGION, + this.request.accountId, + 'stateMachine', + Environment.StateMachines.AssetRemoval, + ].join(':'); + + const stepfunctionClient = xraysdkHelper(new SFNClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), })); + + const command = new StartExecutionCommand({ + input: JSON.stringify(params), + stateMachineArn: arn, + }); + + return stepfunctionClient.send(command) + .then((res) => ({ + ...res, + uuid, + status: StateData.Statuses.Removed, + $metadata: undefined, + })); } async onGetByUuid(uuid) { if (!CommonUtils.validateUuid(uuid)) { - throw new Error('invalid uuid'); + throw new M2CException('invalid uuid'); } const db = new DB({ Table: Environment.DynamoDB.Ingest.Table, diff --git a/source/api/lib/operations/baseOp.js b/source/api/lib/operations/baseOp.js index ae44494..66a1eb5 100644 --- a/source/api/lib/operations/baseOp.js +++ b/source/api/lib/operations/baseOp.js @@ -84,7 +84,8 @@ class BaseOp { onError(e) { const payload = { errorCode: 500, - errorMessage: `${this.request.method} ${this.request.path} - ${e.code || e.message || 'unknown error'}`, + errorName: e.name || e.code, + errorMessage: `${this.request.method} ${this.request.path} - ${e.name || e.code || e.message || 'unknown error'}`, }; console.error(JSON.stringify(payload, null, 2)); return { diff --git a/source/api/lib/operations/comprehendOp.js b/source/api/lib/operations/comprehendOp.js index 7044f0a..363ba0c 100644 --- a/source/api/lib/operations/comprehendOp.js +++ b/source/api/lib/operations/comprehendOp.js @@ -1,29 +1,28 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 - -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + ComprehendClient, + ListEntityRecognizersCommand, +} = require('@aws-sdk/client-comprehend'); const { Environment, + xraysdkHelper, + retryStrategyHelper, + M2CException, } = require('core-lib'); const BaseOp = require('./baseOp'); const OP_CUSTOMENTITYRECOGNIERS = 'custom-entity-recognizers'; const STATUS_TRAINED = 'TRAINED'; +const CUSTOM_USER_AGENT = Environment.Solution.Metrics.CustomUserAgent; class ComprehendOp extends BaseOp { async onPOST() { - throw new Error('ComprehendOp.onPOST not impl'); + throw new M2CException('ComprehendOp.onPOST not impl'); } async onDELETE() { - throw new Error('ComprehendOp.onDELETE not impl'); + throw new M2CException('ComprehendOp.onDELETE not impl'); } async onGET() { @@ -31,32 +30,40 @@ class ComprehendOp extends BaseOp { if (op === OP_CUSTOMENTITYRECOGNIERS) { return super.onGET(await this.onGetCustomEntityRecognizers()); } - throw new Error('invalid operation'); + throw new M2CException('invalid operation'); } async onGetCustomEntityRecognizers() { - const comprehend = new AWS.Comprehend({ - apiVersion: '2017-11-27', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - let response; - const entityRecognizers = []; + let entityRecognizers = []; do { - response = await comprehend.listEntityRecognizers({ + const comprehendClient = xraysdkHelper(new ComprehendClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new ListEntityRecognizersCommand({ Filter: { Status: STATUS_TRAINED, }, MaxResults: 100, NextToken: (response || {}).NextToken, - }).promise().catch(() => undefined); + }); + + response = await comprehendClient.send(command) + .catch(() => + undefined); + if (response && response.EntityRecognizerPropertiesList.length) { - const arns = response.EntityRecognizerPropertiesList.map(x => ({ - name: x.EntityRecognizerArn.split('/').pop(), - languageCode: x.LanguageCode, - canUse: true, - })); - entityRecognizers.splice(entityRecognizers.length, 0, ...arns); + const arns = response.EntityRecognizerPropertiesList + .map((x) => ({ + name: x.EntityRecognizerArn.substring( + x.EntityRecognizerArn.indexOf('/') + 1 + ), + languageCode: x.LanguageCode, + canUse: true, + })); + entityRecognizers = entityRecognizers.concat(arns); } } while ((response || {}).NextToken); return entityRecognizers; diff --git a/source/api/lib/operations/faceIndexerOp.js b/source/api/lib/operations/faceIndexerOp.js new file mode 100644 index 0000000..c121424 --- /dev/null +++ b/source/api/lib/operations/faceIndexerOp.js @@ -0,0 +1,482 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const PATH = require('node:path'); +const { + RekognitionClient, + ListFacesCommand, + DeleteFacesCommand, +} = require('@aws-sdk/client-rekognition'); +const { + SFNClient, + StartExecutionCommand, +} = require('@aws-sdk/client-sfn'); +const { + Environment: { + Solution: { + Metrics: { + CustomUserAgent, + }, + }, + StateMachines: { + UpdateFaceIndexer, + }, + Proxy: { + Bucket: ProxyBucket, + }, + }, + ApiOps: { + FaceIndexer: OP_FACEINDEXER, + }, + AnalysisTypes: { + AutoFaceIndexer, + }, + FaceIndexer, + FaceIndexerDefs: { + Actions: { + Deleting, + }, + }, + CommonUtils, + xraysdkHelper, + retryStrategyHelper, + M2CException, +} = require('core-lib'); +const BaseOp = require('./baseOp'); + +const REGION = process.env.AWS_REGION; + +const DEFAULT_PAGESIZE = 100; +const SUBOP_UPDATE = 'update'; +const SUBOP_INDEX = 'index'; +const SUBOP_IMPORT = 'import'; + +async function _storeFaceS3( + faceId, + bucket, + prefix, + image +) { + let name = faceId.replaceAll('-', ''); + name = `${name}.jpg`; + + return CommonUtils.uploadFile( + bucket, + prefix, + name, + image + ).then(() => + PATH.join(prefix, name)); +} + +async function _runCommand(command) { + const rekognitionClient = xraysdkHelper(new RekognitionClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); + + return rekognitionClient.send(command) + .then((res) => { + delete res.$metadata; + return res; + }) + .catch((e) => { + console.warn( + 'WARN:', + 'FaceIndexer._runCommand:', + `${command.constructor.name}:`, + e.$metadata.httpStatusCode, + e.name, + e.message, + JSON.stringify(command.input) + ); + throw e; + }); +} + +class FaceIndexerOp extends BaseOp { + async onGET() { + let promise; + + const op = this.request.pathParameters.operation; + if (op === OP_FACEINDEXER) { + const qs = this.request.queryString || {}; + if (qs.collectionId) { + promise = this.onGetFacesByCollection(); + } else if (qs.faceIds) { + promise = this.onBatchGetFaces(); + } else if (qs.faceId) { + promise = this.onGetFace(); + } + } + + if (!promise) { + throw new M2CException('invalid operation'); + } + + return super.onGET(await promise); + } + + async onPOST() { + const op = this.request.pathParameters.operation; + const subop = this.request.pathParameters.uuid; + + let promise; + + if (op === OP_FACEINDEXER) { + if (subop === SUBOP_UPDATE) { + promise = this.onUpdateFaceTaggings(); + } else if (subop === SUBOP_INDEX) { + promise = this.onIndexFace(); + } else if (subop === SUBOP_IMPORT) { + promise = this.onImportFaces(); + } + } + + if (promise === undefined) { + throw new M2CException('invalid operation'); + } + + promise = await promise; + return super.onPOST(promise); + } + + async onDELETE() { + let promise; + const op = this.request.pathParameters.operation; + + if (op === OP_FACEINDEXER) { + promise = this.onDeleteFace(); + } + + if (promise === undefined) { + throw new M2CException('invalid operation'); + } + + return super.onDELETE(await promise); + } + + async onGetFacesByCollection() { + const qs = this.request.queryString || {}; + + let collectionId = qs.collectionId; + if (collectionId) { + collectionId = decodeURIComponent(collectionId); + } + + if (!collectionId || !CommonUtils.validateFaceCollectionId(collectionId)) { + throw new M2CException('invalid collection id'); + } + + // token and pageSize? + let token = qs.token; + if (token) { + token = decodeURIComponent(token); + } + + const pageSize = Number(qs.pageSize || DEFAULT_PAGESIZE); + + const command = new ListFacesCommand({ + CollectionId: collectionId, + MaxResults: pageSize, + NextToken: token, + }); + + const response = await _runCommand(command) + .then((res) => ({ + token: res.NextToken, + faces: res.Faces + .reduce((a0, c0) => ({ + ...a0, + [c0.FaceId]: { + faceId: c0.FaceId, + externalImageId: c0.ExternalImageId, + }, + }), {}), + })) + .catch(() => ({ + faces: {}, + })); + + const faceIds = Object.keys(response.faces); + if (faceIds.length === 0) { + return { + faces: [], + }; + } + + // get details from faceindexer table + const faceIndexer = new FaceIndexer(); + + await faceIndexer.batchGet(faceIds) + .then((res) => { + res.forEach((face) => { + response.faces[face.faceId] = face; + }); + }); + + response.faces = Object.values(response.faces); + + return response; + } + + async onBatchGetFaces() { + const qs = this.request.queryString || {}; + + let faceIds = qs.faceIds; + if (!faceIds) { + throw new M2CException('invalid faceIds'); + } + + faceIds = decodeURIComponent(faceIds).split(','); + + const faceIndexer = new FaceIndexer(); + return faceIndexer.batchGet(faceIds); + } + + async onGetFace() { + const qs = this.request.queryString || {}; + + let faceId = qs.faceId; + if (faceId) { + faceId = decodeURIComponent(faceId); + } + + if (!faceId || !CommonUtils.validateUuid(faceId)) { + throw new M2CException('invalid faceId'); + } + + const faceIndexer = new FaceIndexer(); + return faceIndexer.batchGet([faceId]) + .then((res) => + (res || [])[0]); + } + + async onIndexFace() { + const { + uuid, + timestamp, + collectionId, + celeb, + blob, + } = this.request.body || {}; + + if (!CommonUtils.validateUuid(uuid)) { + throw new M2CException('invalid uuid'); + } + if (!CommonUtils.validateFaceCollectionId(collectionId)) { + throw new M2CException('invalid collectionId'); + } + if (!CommonUtils.validateCharacterSet(celeb)) { + throw new M2CException('invalid celeb'); + } + if (!CommonUtils.validateImageBlob(blob)) { + throw new M2CException('invalid blob'); + } + + let _timestamp = 0; + if (typeof timestamp === 'number' && timestamp > 0) { + _timestamp = timestamp; + } + + let bytes = blob.replace(/^data:image\/\w+;base64,/, ''); + bytes = Buffer.from(bytes, 'base64'); + + const externalImageId = FaceIndexer.createExternalImageId( + uuid, + _timestamp + ); + + const faceIndexer = new FaceIndexer(); + + const indexed = await faceIndexer.indexFaces( + collectionId, + externalImageId, + bytes, + 1 + ); + + if (!indexed || !indexed.FaceRecords || !indexed.FaceRecords.length) { + return undefined; + } + + const faceId = indexed.FaceRecords[0].Face.FaceId; + const userId = indexed.FaceRecords[0].Face.UserId; + const prefix = PATH.join(AutoFaceIndexer, collectionId); + + const key = await _storeFaceS3( + faceId, + ProxyBucket, + prefix, + bytes + ); + + const fields = { + uuid, + collectionId, + externalImageId, + celeb, + userId, + key, + }; + + return faceIndexer.registerFace(faceId, fields) + .then(() => + fields); + } + + async onUpdateFaceTaggings() { + const prioritizedUuid = (this.request.queryString || {}).uuid; + if (prioritizedUuid !== undefined + && !CommonUtils.validateUuid(prioritizedUuid)) { + throw new M2CException('invalid uuid'); + } + + const items = this.request.body || []; + const faceIndexer = new FaceIndexer(); + + const response = await faceIndexer.batchUpdate(items); + + // minmize the input parameters to the state machine + const deleted = (response.deleted || []) + .map((item) => ({ + faceId: item.faceId, + celeb: item.celeb, + })); + const updated = (response.updated || []) + .map((item) => ({ + faceId: item.faceId, + celeb: item.celeb, + })); + + if ((deleted.length + updated.length) > 0) { + // state machine to perform full update + const changeset = { + deleted, + updated, + }; + await this.startUpdateJob(changeset, prioritizedUuid); + } + + return response; + } + + async startUpdateJob(changeset, prioritizedUuid) { + const params = { + input: { + ...changeset, + prioritizedUuid, + }, + }; + + return this.startExecution(params); + } + + async startImportJob(collectionId, token) { + const params = { + input: { + action: SUBOP_IMPORT, + collectionId, + token, + }, + }; + + return this.startExecution(params); + } + + async startExecution(params) { + const arn = [ + 'arn:aws:states', + REGION, + this.request.accountId, + 'stateMachine', + UpdateFaceIndexer, + ].join(':'); + + const stepfunctionClient = xraysdkHelper(new SFNClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); + + const command = new StartExecutionCommand({ + input: JSON.stringify(params), + stateMachineArn: arn, + }); + + return stepfunctionClient.send(command) + .then((res) => ({ + ...res, + $metadata: undefined, + })); + } + + async onImportFaces() { + const { + collectionId, + } = this.request.body || {}; + + if (!CommonUtils.validateFaceCollectionId(collectionId)) { + throw new M2CException('invalid collectionId'); + } + + const faceIndexer = new FaceIndexer(); + const response = await faceIndexer.importFaces(collectionId); + + if (response.token !== undefined) { + await this.startImportJob(collectionId, response.token); + } + + return response; + } + + async onDeleteFace() { + const { + faceId, + collectionId, + } = this.request.queryString || {}; + + if (!faceId || !CommonUtils.validateUuid(faceId)) { + throw new M2CException('invalid face id'); + } + + // check to see if the faceid is managed by indexer + const faceIndexer = new FaceIndexer(); + + let items = await faceIndexer.batchGet([faceId]); + + if (items.length > 0) { + items = [{ + faceId, + action: Deleting, + }]; + + return faceIndexer.batchUpdate(items); + } + + // otherwise, fall back to deleting it from rekognition collection + let _collectionId = collectionId; + if (_collectionId) { + _collectionId = decodeURIComponent(_collectionId); + } + if (!_collectionId || !CommonUtils.validateFaceCollectionId(_collectionId)) { + throw new M2CException('invalid collection id'); + } + + const command = new DeleteFacesCommand({ + CollectionId: collectionId, + FaceIds: [ + faceId, + ], + }); + + return _runCommand(command) + .then((res) => ({ + deleted: res.DeletedFaces + .map((id) => ({ + faceId: id, + })), + })); + } +} + +module.exports = FaceIndexerOp; diff --git a/source/api/lib/operations/genai/baseModel.js b/source/api/lib/operations/genai/baseModel.js new file mode 100644 index 0000000..625e110 --- /dev/null +++ b/source/api/lib/operations/genai/baseModel.js @@ -0,0 +1,72 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 +const { + BedrockRuntimeClient, + InvokeModelCommand, +} = require('@aws-sdk/client-bedrock-runtime'); + +const { + Environment: { + Solution: { + Metrics: { + CustomUserAgent, + }, + }, + }, + xraysdkHelper, + retryStrategyHelper, + M2CException, +} = require('core-lib'); + +const REGION = process.env.ENV_BEDROCK_REGION; + +class BaseModel { + static canSupport(modelId) { + if (REGION !== undefined && REGION.length > 0) { + return true; + } + return false; + } + + get modelId() { + return undefined; + } + + createModelInput(options) { + return options; + } + + async inference(task, params) { + throw new M2CException('not implemented'); + } + + async invokeModel(params) { + const runtimeClient = xraysdkHelper(new BedrockRuntimeClient({ + region: REGION, + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); + + const command = new InvokeModelCommand(params); + + const response = await runtimeClient.send(command) + .catch((e) => { + if (e.code === 'ENOTFOUND') { + e.name = 'ServiceUnavailableException'; + console.log(`=== Bedrock not supported in ${REGION} (${e.code})`); + } else if (e.name === 'ResourceNotFoundException') { + console.log(`=== Make sure to request access to the model, ${params.modelId} in ${REGION} (${e.code})`); + } else if (e.name === 'AccessDeniedException') { + console.log(`=== Make sure to request access to the model, ${params.modelId} in ${REGION} (${e.code})`); + } + throw e; + }); + + let output = new TextDecoder().decode(response.body); + output = JSON.parse(output); + + return output; + } +} + +module.exports = BaseModel; diff --git a/source/api/lib/operations/genai/claude.js b/source/api/lib/operations/genai/claude.js new file mode 100644 index 0000000..c04d9a7 --- /dev/null +++ b/source/api/lib/operations/genai/claude.js @@ -0,0 +1,463 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 +const { + M2CException, +} = require('core-lib'); +const { + TASK: { + Genre, + Sentiment, + Summarize, + Taxonomy, + Theme, + TVRatings, + Custom, + }, + LIST_OF_GENRES, + LIST_OF_RATINGS, + LIST_OF_SENTIMENTS, + LIST_OF_THEMES, + LIST_OF_TAXONOMY, +} = require('./defs'); +const BaseModel = require('./baseModel'); + +const MODEL_ID = process.env.ENV_BEDROCK_MODEL_ID; +const MODEL_VERSION = process.env.ENV_BEDROCK_MODEL_VER; +const SYSTEM = 'You are a media operation engineer responsible for reviewing transcripts and assigning appropriate {{TASK}} to dialogues. Your task is to identify the top 3 relevant {{TASK}} for a given dialogue and provide a confidence score from 0 to 100. The output should be in JSON format. Skip any explanation in the output.'; +const SYSTEM_SUMMARY = 'You are a media operation engineer responsible for reviewing transcripts and summarize the dialogues into one or two paragraphs and provide a confidence score from 0 to 100. The output should be in JSON format. Skip any explanation in the output.'; +const SYSTEM_CUSTOM = 'You are a media operation engineer responsible for reviewing transcripts and answer the following question and provide a confidence score from 0 to 100. The output should be in JSON format. Skip any explanation in the output.'; + +const DEFAULT_PARAMS = { + anthropic_version: MODEL_VERSION, + max_tokens: 4096 * 4, + temperature: 0.2, + top_p: 0.1, + top_k: 250, + stop_sequences: ['\n\nHuman:'], +}; + +class Claude extends BaseModel { + static canSupport(modelId) { + return ( + modelId.startsWith('anthropic.claude') && + BaseModel.canSupport(modelId) + ); + } + + get modelId() { + return MODEL_ID; + } + + get modelVersion() { + return MODEL_VERSION; + } + + async inference(task, inputParams) { + const modelParams = _createModelInput(task, inputParams); + + const params = { + modelId: this.modelId, + contentType: 'application/json', + accept: 'application/json', + body: JSON.stringify(modelParams), + }; + + const response = await this.invokeModel(params) + .then((res) => ({ + ...res, + prompt: inputParams.prompt, + })); + + const { + content = [], + } = response; + + if ((content[0] || {}).text) { + content[0].text = _parseOutputContent(content[0].text); + } + + return response; + } +} + +module.exports = Claude; + +// local scope +function _parseOptions(defaultParams, options = {}) { + const params = { + ...defaultParams, + }; + + if (options.temperature) { + const temperature = Number(options.temperature); + if (temperature > 0 && temperature < 1.0) { + params.temperature = temperature; + } + } + + if (options.top_k) { + const topK = Number(options.top_k); + if (topK > 0 && topK < 500) { + params.top_k = topK; + } + } + + if (options.top_p) { + const topP = Number(options.top_p); + if (topP > 0 && topP < 1.0) { + params.top_p = topP; + } + } + + if (options.max_length) { + const maxLength = Number(options.max_length); + if (maxLength > 0 && maxLength < 4096) { + params.max_tokens = maxLength; + } + } + + return params; +} + +function _textInput(options) { + if (!options.text_inputs) { + throw new M2CException('text_inputs not specified'); + } + + return options.text_inputs; +} + +function _createModelInput(task, inputParams = {}) { + if (task === Genre) { + return _createGenrePrompt(inputParams); + } + + if (task === Sentiment) { + return _createSentimentPrompt(inputParams); + } + + if (task === Summarize) { + return _createSummarizePrompt(inputParams); + } + + if (task === Taxonomy) { + return _createTaxonomyPrompt(inputParams); + } + + if (task === Theme) { + return _createThemePrompt(inputParams); + } + + if (task === TVRatings) { + return _createTVRatingsPrompt(inputParams); + } + + if (task === Custom) { + return _createCustomPrompt(inputParams); + } + + throw new M2CException('invalid prompt parameter'); +} + +function _createModelParams(task, categoryList, outputJson, inputParams) { + const tag = task.replace(/\s/g, '_').toLowerCase(); + + const list = [ + `<${tag}>`, + ...categoryList, + 'None of the above', + ``, + ]; + + const system = SYSTEM + .replaceAll('{{TASK}}', task); + + const messages = []; + + const providedList = `Here is a list of the ${task} in <${tag}> tag to consider:\n${list.join('\n')}\n.`; + messages.push({ + role: 'user', + content: providedList, + }); + + messages.push({ + role: 'assistant', + content: `Got the list of the ${task}. Can you provide the transcript?`, + }); + + const transcript = _textInput(inputParams); + messages.push({ + role: 'user', + content: `Transcript in tag:\n${transcript}\n`, + }); + + messages.push({ + role: 'assistant', + content: 'Got the transcript. What output format?', + }); + + const output = `Return JSON format. An example of the output:\n${JSON.stringify(outputJson)}\n. Only answer from the provided list.`; + messages.push({ + role: 'user', + content: output, + }); + + // prefill output + messages.push({ + role: 'assistant', + content: '{', + }); + + let params = _parseOptions(DEFAULT_PARAMS); + params = { + ...params, + system, + messages, + }; + + return params; +} + +function _createGenrePrompt(options) { + const example = { + genres: [ + { + text: 'Comedy', + score: 98, + }, + { + text: 'Romance', + score: 80, + }, + ], + }; + + return _createModelParams( + 'Genres', + LIST_OF_GENRES, + example, + options + ); +} + +function _createTaxonomyPrompt(options) { + const example = { + taxonomies: [ + { + text: 'Station Wagon', + score: 98, + }, + { + text: 'Board Games and Puzzles', + score: 80, + }, + ], + }; + + const taxonomies = LIST_OF_TAXONOMY + .map((x) => + x.Name); + + return _createModelParams( + 'IAB Taxonomies', + taxonomies, + example, + options + ); +} + +function _createThemePrompt(options) { + const example = { + themes: [ + { + text: 'Good versus evil', + score: 98, + }, + { + text: 'War', + score: 80, + }, + ], + }; + + return _createModelParams( + 'Themes', + LIST_OF_THEMES, + example, + options + ); +} + +// single output +function _createTVRatingsPrompt(options) { + const example = { + ratings: { + text: 'PG-13', + score: 98, + }, + }; + + const modelParams = _createModelParams( + 'Motion Picture Ratings', + LIST_OF_RATINGS, + example, + options + ); + + modelParams.system = modelParams.system + .replace('top 3', 'most'); + + return modelParams; +} + +function _createSentimentPrompt(options) { + const example = { + sentiment: { + text: 'Positive', + score: 98, + }, + }; + + const modelParams = _createModelParams( + 'Sentiment', + LIST_OF_SENTIMENTS, + example, + options + ); + + modelParams.system = modelParams.system + .replace('top 3', 'most'); + + return modelParams; +} + +function _createSummarizePrompt(options) { + const system = SYSTEM_SUMMARY; + const messages = []; + + const transcript = _textInput(options); + messages.push({ + role: 'user', + content: `Transcript in tag:\n${transcript}\n`, + }); + + messages.push({ + role: 'assistant', + content: 'I\'ve received the transcript. What output format would you like?', + }); + + const example = { + summary: { + text: 'The transcript describes ...', + score: 98, + }, + }; + + const output = `Return JSON format. An example of the output:\n${JSON.stringify(example)}`; + messages.push({ + role: 'user', + content: output, + }); + + messages.push({ + role: 'assistant', + content: '{', + }); + + let params = _parseOptions(DEFAULT_PARAMS); + params = { + ...params, + anthropic_version: MODEL_VERSION, + stop_sequences: ['\n\nHuman:'], + system, + messages, + }; + + return params; +} + +function _createCustomPrompt(options) { + const system = SYSTEM_CUSTOM; + const messages = []; + + const transcript = _textInput(options); + messages.push({ + role: 'user', + content: `Transcript in tag:\n${transcript}\n`, + }); + + messages.push({ + role: 'assistant', + content: 'I\'ve received the transcript. What output format would you like?', + }); + + const example = { + custom: { + text: 'Answer goes here', + score: 98, + }, + }; + + const output = `Return JSON format. An example of the output:\n${JSON.stringify(example)}`; + messages.push({ + role: 'user', + content: output, + }); + + messages.push({ + role: 'assistant', + content: '{', + }); + + let params = _parseOptions(DEFAULT_PARAMS); + params = { + ...params, + anthropic_version: MODEL_VERSION, + stop_sequences: ['\n\nHuman:'], + system, + messages, + }; + + return params; +} + +function _parseOutputContent(text) { + if (!text) { + return text; + } + + let jsonstring = text; + if (jsonstring[0] !== '{') { + jsonstring = `{${jsonstring}`; + } + + let data; + + try { + data = JSON.parse(jsonstring); + return JSON.stringify(data); + } catch (e) { + // do nothing + } + + // find '{' and '}' boundary to parse again. + let idx = jsonstring.indexOf('{'); + if (idx < 0) { + return text; + } + jsonstring = jsonstring.slice(idx); + + idx = jsonstring.lastIndexOf('}'); + if (idx < 0) { + return text; + } + jsonstring = jsonstring.slice(0, idx + 1); + + try { + data = JSON.parse(jsonstring); + } catch (e) { + // do nothing + } + + return JSON.stringify(data); +} diff --git a/source/api/lib/operations/genai/defs.js b/source/api/lib/operations/genai/defs.js new file mode 100644 index 0000000..f94c1df --- /dev/null +++ b/source/api/lib/operations/genai/defs.js @@ -0,0 +1,126 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + IABTaxonomy, + ApiOps: { + Genre, + Sentiment, + Summarize, + Taxonomy, + Theme, + TVRatings, + Custom, + }, +} = require('core-lib'); + +const TASK = { + Genre: Genre.split('/')[1], + Sentiment: Sentiment.split('/')[1], + Summarize: Summarize.split('/')[1], + Taxonomy: Taxonomy.split('/')[1], + Theme: Theme.split('/')[1], + TVRatings: TVRatings.split('/')[1], + Custom: Custom.split('/')[1], +}; + +const LIST_OF_GENRES = [ + 'Comedy', + 'Action', + 'Horror', + 'Thriller', + 'Western film', + 'Drama', + 'Adventure', + 'Historical Fiction', + 'Fantasy', + 'Romance', + 'Fiction', + 'Narrative', + 'Science fiction', + 'Mystery', + 'Satire', + 'Speculative fiction', + 'Action fiction', + 'Adventure fiction', + 'Isekai', + 'Humor', + 'Hybrid genre', + 'Melodrama', + 'Mystery', + 'Historical drama', + 'Crime fiction', + 'Romantic comedy', + 'Dark comedy', + 'History', + 'Fantasy', + 'Slapstick', + 'Magical Realism', + 'Comedy horror', + 'Coming-of-age story', + 'Psychological thriller', + 'Psychological horror', + 'High fantasy', + 'Fairy tale', + 'Suspense', + 'Farce', + 'Psychology', + 'Supernatural', + 'Detective fiction', + 'Conspiracy fiction', + 'Biography', + 'Wuxia', + 'Legal drama', + 'Religious', + 'Non-determined', +]; + +const LIST_OF_RATINGS = [ + 'G', + 'PG', + 'PG-13', + 'R', + 'NC-17', +]; + +const LIST_OF_THEMES = [ + 'Love', + 'Good versus evil', + 'Justice', + 'Coming-of-age story', + 'Death', + 'Humanity vs technology', + 'Man vs nature', + 'Reason vs faith', + 'Revenge', + 'Sacrifice', + 'Family', + 'Society', + 'War', + 'Action', + 'Comedy', + 'Drama', + 'Innocence', + 'Overcoming adversity', + 'Perseverance', + 'Philosophical', + 'Power', + 'Survival', + 'Virtue', + 'Non-determined', +]; + +const LIST_OF_SENTIMENTS = [ + 'Neural', + 'Positive', + 'Negative', +]; + +module.exports = { + TASK, + LIST_OF_GENRES, + LIST_OF_RATINGS, + LIST_OF_SENTIMENTS, + LIST_OF_THEMES, + LIST_OF_TAXONOMY: IABTaxonomy, +}; diff --git a/source/api/lib/operations/genaiOp.js b/source/api/lib/operations/genaiOp.js new file mode 100644 index 0000000..ed0973f --- /dev/null +++ b/source/api/lib/operations/genaiOp.js @@ -0,0 +1,71 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const Tokenizer = require('wink-tokenizer')(); +const { + ApiOps: { + Tokenize, + }, + M2CException, +} = require('core-lib'); +const BaseOp = require('./baseOp'); +const Claude = require('./genai/claude'); + +const SUBOP_TOKENIZE = Tokenize.split('/')[1]; + +class GenAIOp extends BaseOp { + async onPOST() { + const op = this.request.pathParameters.uuid; + + // special case: tokenizing the text + if (op === SUBOP_TOKENIZE) { + const tokens = await this.onTokenize(); + return super.onPOST(tokens); + } + + const params = this.request.body || {}; + + if (params.model === undefined + || params.model.length === 0) { + throw new M2CException('model name is missing'); + } + + if (params.prompt === undefined + || params.prompt.length === 0) { + throw new M2CException('prompt is missing'); + } + + if (params.text_inputs === undefined + || params.text_inputs.length === 0) { + throw new M2CException('text input is missing'); + } + + let model; + + if (Claude.canSupport(params.model)) { + model = new Claude(); + } + + if (!model) { + throw new M2CException('invalid model name'); + } + + const response = await model.inference(op, params); + + return super.onPOST(response); + } + + async onTokenize() { + const { + text, + } = this.request.body || {}; + + if (!text) { + throw new M2CException('invalid text'); + } + + return Tokenizer.tokenize(text); + } +} + +module.exports = GenAIOp; diff --git a/source/api/lib/operations/iotOp.js b/source/api/lib/operations/iotOp.js index c2c9241..9cc25c3 100644 --- a/source/api/lib/operations/iotOp.js +++ b/source/api/lib/operations/iotOp.js @@ -1,47 +1,53 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 - -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + IoTClient, + AttachPolicyCommand, +} = require('@aws-sdk/client-iot'); const { StateData, Environment, + xraysdkHelper, + retryStrategyHelper, + M2CException, } = require('core-lib'); const BaseOp = require('./baseOp'); +const CUSTOM_USER_AGENT = Environment.Solution.Metrics.CustomUserAgent; + class IotOp extends BaseOp { async onGET() { - throw new Error('IotOp.onGET not impl'); + throw new M2CException('IotOp.onGET not impl'); } async onDELETE() { - throw new Error('IotOp.onDELETE not impl'); + throw new M2CException('IotOp.onDELETE not impl'); } async onPOST() { if (!this.request.cognitoIdentityId) { - throw new Error('invalid user id'); + throw new M2CException('invalid user id'); } + const iotClient = xraysdkHelper(new IoTClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); - const iot = new AWS.Iot({ - apiVersion: '2015-05-28', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - - const response = await iot.attachPolicy({ + const command = new AttachPolicyCommand({ policyName: Environment.Iot.PolicyName, target: this.request.cognitoIdentityId, - }).promise(); + }); - return super.onPOST(Object.assign({ + const response = await iotClient.send(command) + .then((res) => ({ + ...res, + $metadata: undefined, + })); + + return super.onPOST({ status: StateData.Statuses.Completed, - }, response)); + ...response, + }); } } diff --git a/source/api/lib/operations/jsonProvider/cloudfirstProvider.js b/source/api/lib/operations/jsonProvider/cloudfirstProvider.js index c5006b9..ed448a7 100644 --- a/source/api/lib/operations/jsonProvider/cloudfirstProvider.js +++ b/source/api/lib/operations/jsonProvider/cloudfirstProvider.js @@ -4,6 +4,7 @@ const PATH = require('path'); const { CommonUtils, + MimeTypeHelper, } = require('core-lib'); const BaseProvider = require('./baseProvider'); @@ -42,8 +43,10 @@ class CloudfirstProvider extends BaseProvider { this.files = this.data.migrationObject.files.map(x => CommonUtils.cleansing({ uuid: x.uuid || CommonUtils.uuid4(), bucket, + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal key: CommonUtils.sanitizedKey(PATH.join(prefix, x.name)), - mime: CommonUtils.getMime(x.name) || CloudfirstProvider.Constant.DefaultMimeType, + mime: MimeTypeHelper.getMime(x.name) || CloudfirstProvider.Constant.DefaultMimeType, md5: (x.checksums || []).filter(x0 => x0.type.toLowerCase() === 'md5').shift().value, })); diff --git a/source/api/lib/operations/jsonProvider/index.js b/source/api/lib/operations/jsonProvider/index.js index ce8cb79..3b5ae60 100644 --- a/source/api/lib/operations/jsonProvider/index.js +++ b/source/api/lib/operations/jsonProvider/index.js @@ -3,13 +3,15 @@ const { CommonUtils, + MimeTypeHelper, + M2CException, } = require('core-lib'); const CloudfirstProvider = require('./cloudfirstProvider'); const DefaultProvider = require('./defaultProvider'); class JsonProvider { static isJsonFile(key) { - return CommonUtils.parseMimeType(CommonUtils.getMime(key)) === 'json'; + return MimeTypeHelper.parseMimeType(MimeTypeHelper.getMime(key)) === 'json'; } static get Provider() { @@ -20,28 +22,28 @@ class JsonProvider { } static getProvider(data) { - if (CloudfirstProvider.isSupported(data)) { - return JsonProvider.Provider.CloudFirst; - } - if (DefaultProvider.isSupported(data)) { - return JsonProvider.Provider.AWS; - } - - return undefined; + return CloudfirstProvider.isSupported(data) + ? JsonProvider.Provider.CloudFirst + : DefaultProvider.isSupported(data) + ? JsonProvider.Provider.AWS + : undefined; } static async createProvider(params) { let instance; if (!params.bucket || !params.key) { - throw new Error('missing parameters'); + throw new M2CException('missing parameters'); } if (!JsonProvider.isJsonFile(params.key)) { - throw new Error('incorrect file type'); + throw new M2CException('incorrect file type'); } - const response = JSON.parse(await CommonUtils.download(params.bucket, params.key)); + const response = await CommonUtils.download(params.bucket, params.key) + .then((res) => + JSON.parse(res)); + switch (JsonProvider.getProvider(response)) { case JsonProvider.Provider.AWS: instance = new DefaultProvider(response); @@ -54,7 +56,7 @@ class JsonProvider { } if (!instance) { - throw new Error('fail to find provider'); + throw new M2CException('fail to find provider'); } return instance; } diff --git a/source/api/lib/operations/rekognitionOp.js b/source/api/lib/operations/rekognitionOp.js index 640c85e..f02eb34 100644 --- a/source/api/lib/operations/rekognitionOp.js +++ b/source/api/lib/operations/rekognitionOp.js @@ -1,18 +1,36 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + RekognitionClient, + ListCollectionsCommand, + CreateCollectionCommand, + DescribeCollectionCommand, + DeleteCollectionCommand, + ListFacesCommand, + DeleteFacesCommand, + DescribeProjectsCommand, + DescribeProjectVersionsCommand, +} = require('@aws-sdk/client-rekognition'); const PATH = require('path'); const { - Environment, + Environment: { + Solution: { + Metrics: { + CustomUserAgent, + }, + }, + Proxy: { + Bucket: ProxyBucket, + }, + }, + ApiOps: { + FaceIndexer: OP_FACEINDEXER, + }, CommonUtils, + xraysdkHelper, + retryStrategyHelper, + M2CException, } = require('core-lib'); const BaseOp = require('./baseOp'); @@ -29,27 +47,61 @@ const PROJECT_VERSIONS_INVALID_STATUS = [ 'FAILED', 'DELETING', ]; -/* misc. */ +// misc. const DEFAULT_PAGESIZE = 100; const PREFIX_FACECOLLECTION = 'face-collection'; -class RekognitionOp extends BaseOp { - static createInstance() { - return new AWS.Rekognition({ - apiVersion: '2016-06-27', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, +async function _runCommand(command) { + const rekognitionClient = xraysdkHelper(new RekognitionClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); + + return rekognitionClient.send(command) + .then((res) => { + delete res.$metadata; + return res; + }) + .catch((e) => { + console.warn( + 'WARN:', + 'FaceIndexer._runCommand:', + `${command.constructor.name}:`, + e.$metadata.httpStatusCode, + e.name, + e.message, + JSON.stringify(command.input) + ); + throw e; }); - } +} +async function _describeCollection(collectionId) { + const command = new DescribeCollectionCommand({ + CollectionId: collectionId, + }); + + return _runCommand(command) + .then((res) => ({ + name: collectionId, + faces: res.FaceCount, + modelVersion: res.FaceModelVersion, + creationDate: new Date(res.CreationTimestamp), + })) + .catch(() => + undefined); +} + +class RekognitionOp extends BaseOp { async onPOST() { const op = this.request.pathParameters.uuid; if (op === OP_FACECOLLECTION) { return super.onPOST(await this.onPostFaceCollection()); } if (op === OP_FACE) { - return super.onPOST(await this.onPostFace()); + throw new M2CException(`Deprecated. Use /${OP_FACEINDEXER} instead.`); } - throw new Error('RekognitionOp.onPOST not impl'); + throw new M2CException('invalid operation'); } async onDELETE() { @@ -58,9 +110,9 @@ class RekognitionOp extends BaseOp { return super.onDELETE(await this.onDeleteFaceCollection()); } if (op === OP_FACE) { - return super.onDELETE(await this.onDeleteFace()); + throw new M2CException(`Deprecated. Use /${OP_FACEINDEXER} instead.`); } - throw new Error('RekognitionOp.onDELETE not impl'); + throw new M2CException('invalid operation'); } async onGET() { @@ -72,73 +124,71 @@ class RekognitionOp extends BaseOp { return super.onGET(await this.onGetFaceCollection()); } if (op === OP_FACES) { - return super.onGET(await this.onGetFaces()); + throw new M2CException(`Deprecated. Use /${OP_FACEINDEXER} instead.`); + // return super.onGET(await this.onGetFaces()); } if (op === OP_FACE) { - return super.onGET(await this.onGetFace()); + throw new M2CException(`Deprecated. Use /${OP_FACEINDEXER} instead.`); + // return super.onGET(await this.onGetFace()); } if (op === OP_CUSTOMLABELS) { return super.onGET(await this.onGetCustomLabelModels()); } - throw new Error('invalid operation'); + throw new M2CException('invalid operation'); } async onGetFaceCollections() { - const rekog = RekognitionOp.createInstance(); - let response; - const collectionIds = []; + let command; + let collectionIds = []; do { - response = await rekog.listCollections({ + command = new ListCollectionsCommand({ MaxResults: 20, NextToken: (response || {}).NextToken, - }).promise() - .catch(() => undefined); + }); + + response = await _runCommand(command) + .catch(() => + undefined); + if (response && response.CollectionIds.length) { - const responses = await Promise.all(response.CollectionIds.map((x) => - rekog.describeCollection({ - CollectionId: x, - }).promise() - .then((res) => ({ - name: x, - faces: res.FaceCount, - modelVersion: res.FaceModelVersion, - creationDate: new Date(res.CreationTimestamp), - })) - .catch(() => undefined))); - collectionIds.splice(collectionIds.length, 0, ...responses.filter((x) => x)); + const responses = await Promise.all(response.CollectionIds + .map((collectionId) => + _describeCollection(collectionId))); + + collectionIds = collectionIds + .concat(responses + .filter((x) => + x)); } } while ((response || {}).NextToken); + return collectionIds; } async onGetFaceCollection() { const qs = this.request.queryString || {}; if (!CommonUtils.validateFaceCollectionId(qs.collectionId)) { - throw new Error('invalid collection id'); + throw new M2CException('invalid collection id'); } - const rekog = RekognitionOp.createInstance(); - return rekog.describeCollection({ - CollectionId: qs.collectionId, - }).promise() - .then((res) => ({ - name: qs.collectionId, - faces: res.FaceCount, - modelVersion: res.FaceModelVersion, - creationDate: new Date(res.CreationTimestamp), - })); + + return _describeCollection(qs.collectionId); } async onPostFaceCollection() { - const params = this.request.body || {}; - const collectionId = params.collectionId; + const { + collectionId, + } = this.request.body || {}; + if (!CommonUtils.validateFaceCollectionId(collectionId)) { - throw new Error('invalid collection id'); + throw new M2CException('invalid collection id'); } - const rekog = RekognitionOp.createInstance(); - return rekog.createCollection({ + + const command = new CreateCollectionCommand({ CollectionId: collectionId, - }).promise() + }); + + return _runCommand(command) .then((res) => ({ name: collectionId, faces: 0, @@ -146,67 +196,86 @@ class RekognitionOp extends BaseOp { creationDate: new Date(), })) .catch((e) => ({ - errorCode: e.code, + errorCode: e.name, errorMessage: e.message, })); } async onDeleteFaceCollection() { - const qs = this.request.queryString || {}; - const collectionId = qs.collectionId; + const { + collectionId, + } = this.request.queryString || {}; + if (!CommonUtils.validateFaceCollectionId(collectionId)) { - throw new Error('invalid collection id'); + throw new M2CException('invalid collection id'); } - const rekog = RekognitionOp.createInstance(); - return rekog.deleteCollection({ + + const command = new DeleteCollectionCommand({ CollectionId: collectionId, - }).promise() + }); + + return _runCommand(command) .then((res) => ({ - statusCode: res.StatusCode, + statusCode: res.$metadata.httpStatusCode, })) .catch((e) => ({ - errorCode: e.code, + errorCode: e.name, errorMessage: e.message, })); } async onGetFaces() { const qs = this.request.queryString || {}; + const collectionId = qs.collectionId; const token = qs.token && decodeURIComponent(qs.token); const pageSize = Number(qs.pageSize || DEFAULT_PAGESIZE); if (!CommonUtils.validateFaceCollectionId(collectionId)) { - throw new Error('invalid collection id'); + throw new M2CException('invalid collection id'); } - const rekog = RekognitionOp.createInstance(); - const responses = await rekog.listFaces({ + + const rekognitionClient = xraysdkHelper(new RekognitionClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); + + const command = new ListFacesCommand({ CollectionId: collectionId, MaxResults: pageSize, NextToken: token, - }).promise() + }); + + const responses = await rekognitionClient.send(command) .then((res) => ({ - faces: res.Faces.map((x) => ({ - externalImageId: x.ExternalImageId, - faceId: x.FaceId, - })), + faces: res.Faces + .map((x) => ({ + externalImageId: x.ExternalImageId, + faceId: x.FaceId, + })), token: res.NextToken, })) .catch(() => ({ faces: [], })); + /* check if face images are stored in Proxy bucket */ if (responses.faces.length) { - const bucket = Environment.Proxy.Bucket; - responses.faces = await Promise.all(responses.faces.map((face) => { - const key = PATH.join(PREFIX_FACECOLLECTION, collectionId, `${face.faceId}.png`); - return CommonUtils.headObject(bucket, key) - .then(() => ({ - ...face, - key, - })) - .catch(() => face); - })); + const bucket = ProxyBucket; + responses.faces = await Promise.all(responses.faces + .map((face) => { + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const key = PATH.join(PREFIX_FACECOLLECTION, collectionId, `${face.faceId}.png`); + return CommonUtils.headObject(bucket, key) + .then(() => ({ + ...face, + key, + })) + .catch(() => + face); + })); } + return responses; } @@ -216,84 +285,55 @@ class RekognitionOp extends BaseOp { faceId, } = this.request.queryString || {}; if (!CommonUtils.validateFaceCollectionId(collectionId)) { - throw new Error('invalid collection id'); + throw new M2CException('invalid collection id'); } if (!CommonUtils.validateUuid(faceId)) { - throw new Error('invalid face id'); + throw new M2CException('invalid face id'); } + + let command; let response; - const rekog = RekognitionOp.createInstance(); do { - response = await rekog.listFaces({ + const rekognitionClient = xraysdkHelper(new RekognitionClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); + + command = new ListFacesCommand({ CollectionId: collectionId, MaxResults: 100, NextToken: (response || {}).NextToken, - }).promise() - .catch(() => undefined); - const found = ((response || {}).Faces || []).find((x) => - x.FaceId === faceId); + }); + + response = await rekognitionClient.send(command) + .catch(() => + undefined); + + const found = ((response || {}).Faces || []) + .find((x) => + x.FaceId === faceId); + if (found) { - const bucket = Environment.Proxy.Bucket; - const key = PATH.join(PREFIX_FACECOLLECTION, collectionId, `${found.faceId}.png`); + const bucket = ProxyBucket; + const key = PATH.join( + PREFIX_FACECOLLECTION, + collectionId, + `${found.faceId}.png` + ); + return { externalImageId: found.ExternalImageId, faceId: found.FaceId, key: await CommonUtils.headObject(bucket, key) - .then((res) => res.Key) - .catch(() => undefined), + .then((res) => + res.Key) + .catch(() => + undefined), }; } } while ((response || {}).NextToken); - return {}; - } - async onPostFace() { - const { - collectionId, - blob, - externalImageId, - } = this.request.body || {}; - if (!CommonUtils.validateFaceCollectionId(collectionId)) { - throw new Error('invalid collection id'); - } - if (!CommonUtils.validateFaceCollectionId(externalImageId)) { - throw new Error('invalid external image id'); - } - if (!CommonUtils.validateImageBlob(blob)) { - throw new Error('invalid blob'); - } - const buf = Buffer.from(blob.replace(/^data:image\/\w+;base64,/, ''), 'base64'); - const rekog = RekognitionOp.createInstance(); - const response = await rekog.indexFaces({ - CollectionId: collectionId, - ExternalImageId: externalImageId, - Image: { - Bytes: buf, - }, - DetectionAttributes: [ - 'DEFAULT', - ], - MaxFaces: 1, - QualityFilter: 'AUTO', - }).promise() - .then((res) => ({ - externalImageId: res.FaceRecords[0].Face.ExternalImageId, - faceId: res.FaceRecords[0].Face.FaceId, - })) - .catch((e) => ({ - errorCode: e.code, - errorMessage: e.message, - })); - if ((response || {}).faceId) { - const bucket = Environment.Proxy.Bucket; - const prefix = PATH.join(PREFIX_FACECOLLECTION, collectionId); - const name = `${response.faceId}.png`; - const key = await CommonUtils.uploadFile(bucket, prefix, name, buf) - .then(() => PATH.join(prefix, name)) - .catch(() => undefined); - response.key = key; - } - return response; + return {}; } async onDeleteFace() { @@ -302,65 +342,110 @@ class RekognitionOp extends BaseOp { faceId, } = this.request.queryString || {}; if (!CommonUtils.validateFaceCollectionId(collectionId)) { - throw new Error('invalid collection id'); + throw new M2CException('invalid collection id'); } if (!CommonUtils.validateUuid(faceId)) { - throw new Error('invalid face id'); + throw new M2CException('invalid face id'); } - const bucket = Environment.Proxy.Bucket; - const key = PATH.join(PREFIX_FACECOLLECTION, collectionId, `${faceId}.png`); - const rekog = RekognitionOp.createInstance(); - return Promise.all([ - rekog.deleteFaces({ - CollectionId: collectionId, - FaceIds: [ - faceId, - ], - }).promise() - .catch(() => undefined), - CommonUtils.deleteObject(bucket, key) - .catch(() => undefined), - ]).then(() => ({ - faceId, + const bucket = ProxyBucket; + const key = PATH.join( + PREFIX_FACECOLLECTION, + collectionId, + `${faceId}.png` + ); + + const promises = []; + + const rekognitionClient = xraysdkHelper(new RekognitionClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), })); + + const command = new DeleteFacesCommand({ + CollectionId: collectionId, + FaceIds: [ + faceId, + ], + }); + + promises.push(rekognitionClient.send(command) + .catch(() => + undefined)); + + promises.push(CommonUtils.deleteObject(bucket, key) + .catch(() => + undefined)); + + return Promise.all(promises) + .then(() => ({ + faceId, + })); } async onGetCustomLabelModels() { - const rekog = RekognitionOp.createInstance(); - + let command; let response; - const projectArns = []; + let projectArns = []; + do { - response = await rekog.describeProjects({ + const rekognitionClient = xraysdkHelper(new RekognitionClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); + + command = new DescribeProjectsCommand({ MaxResults: 100, NextToken: (response || {}).NextToken, - }).promise().catch(() => undefined); + }); + + response = await rekognitionClient.send(command) + .catch(() => + undefined); + if (response && response.ProjectDescriptions.length) { const filtered = response.ProjectDescriptions - .filter(x => x.Status === PROJECT_CREATED) - .map(x => ({ + .filter((x) => + x.Status === PROJECT_CREATED) + .map((x) => ({ name: x.ProjectArn, })); - projectArns.splice(projectArns.length, 0, ...filtered); + + projectArns = projectArns.concat(filtered); } } while ((response || {}).NextToken); + /* make sure there are runnable project versions */ - await Promise.all(projectArns.map(projectArn => - rekog.describeProjectVersions({ - ProjectArn: projectArn.name, - MaxResults: 100, - }).promise().then(data => { - const canUse = data.ProjectVersionDescriptions.find(x0 => - PROJECT_VERSIONS_INVALID_STATUS.find(x1 => - x1 === x0.Status) === undefined) !== undefined; - projectArn.canUse = !!(canUse); - }).catch(() => { - projectArn.canUse = false; - }))); - return projectArns.map(x => ({ - ...x, - name: x.name.substring(x.name.indexOf('/') + 1), - })); + await Promise.all(projectArns + .map((projectArn) => { + const rekognitionClient = xraysdkHelper(new RekognitionClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); + + command = new DescribeProjectVersionsCommand({ + ProjectArn: projectArn.name, + MaxResults: 100, + }); + + return rekognitionClient.send(command) + .then((res) => { + const canUse = res.ProjectVersionDescriptions + .find((x0) => + PROJECT_VERSIONS_INVALID_STATUS + .find((x1) => + x1 === x0.Status) === undefined) !== undefined; + projectArn.canUse = !!(canUse); + }) + .catch(() => { + projectArn.canUse = false; + }); + })); + + return projectArns + .map((x) => ({ + ...x, + name: x.name.substring(x.name.indexOf('/') + 1), + })); } } diff --git a/source/api/lib/operations/searchOp.js b/source/api/lib/operations/searchOp.js index 5bf265b..bec6813 100644 --- a/source/api/lib/operations/searchOp.js +++ b/source/api/lib/operations/searchOp.js @@ -1,9 +1,11 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 +const Tokenizer = require('wink-tokenizer')(); const { Indexer, CommonUtils, + M2CException, } = require('core-lib'); const BaseOp = require('./baseOp'); @@ -13,403 +15,390 @@ const MEDIA_TYPES = [ 'image', 'document', ]; -const INDEX_INGEST = 'ingest'; -const ANALYSIS_NESTED_SEARCH_FIELDS = [ - 'data.name', - 'data.timecodes', - 'data.model', /* for customlabel models */ - 'data.page', /* for textract */ +const INDEX_CONTENT = 'content'; + +const DEFAULT_PAGESIZE = 30; +const COMPOUND_KEYWORDS = [ + 'AND', + 'OR', + 'NOT', ]; -const INGEST_SEARCH_FIELDS = [ - 'timestamp', - 'basename', - 'group', - 'attributes', +const IGNORED_LIST = [ 'type', + 'key', + 'bucket', ]; -const DEFAULT_PAGESIZE = 30; -const DEFAULT_INNER_HITS_PAGESIZE = 1000; -/* Reference: https://www.fileformat.info/info/unicode/category/Lu/list.htm */ -const UNICODE_CHARACTER_SETS = 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,.'’-]+/; + +/* eslint-disable-next-line */ +const NON_LATIN_CODE_POINTS = /[^\u0000-\u00ff]/; + +function multimatch(a, b) { + let matches = a.localeCompare(b, undefined, { + sensitivity: 'base', + }); + if (matches === 0) { + return true; + } + + const tokenA = Tokenizer.tokenize(a) + .map((token) => + token.value); + const tokenB = Tokenizer.tokenize(b) + .map((token) => + token.value); + + matches = 0; + tokenB.forEach((token) => { + const match = tokenA.find((x) => + x.localeCompare(token, undefined, { + sensitivity: 'base', + }) === 0); + if (match !== undefined) { + matches += 1; + } + }); + + if (matches === tokenB.length) { + return true; + } + + return false; +} class SearchOp extends BaseOp { async onPOST() { - throw new Error('SearchOp.onPOST not impl'); + throw new M2CException('SearchOp.onPOST not impl'); } async onDELETE() { - throw new Error('SearchOp.onDELETE not impl'); + throw new M2CException('SearchOp.onDELETE not impl'); } async onGET() { /* check to see if is searching a specific document */ const id = (this.request.pathParameters || {}).uuid; if (id && !CommonUtils.validateUuid(id)) { - throw new Error('invalid id'); + throw new M2CException('invalid id'); } + const qs = { + id, ...this.request.queryString, }; - Object.keys(qs).forEach((x) => { - if (qs[x] === undefined || qs[x] === 'undefined') { - delete qs[x]; - } - }); - const term = qs.query && decodeURIComponent(qs.query); - if (!term || !UNICODE_CHARACTER_SETS.test(term)) { - throw new Error('invalid query'); - } - const from = Number(qs.token); - if (qs.token && Number.isNaN(from)) { - throw new Error('invalid token'); - } - const size = Number(qs.pageSize); - if (qs.pageSize && Number.isNaN(size)) { - throw new Error('invalid pageSize'); + + Object.keys(qs) + .forEach((x) => { + if (qs[x] === undefined || qs[x] === 'undefined') { + delete qs[x]; + } + }); + + /* new compound search */ + const response = await this.compoundSearch(qs); + + return super.onGET(response); + } + + /* new compound search feature */ + async compoundSearch(qs) { + const id = qs.id; + + const query = this.santizeQuerystring(qs.query); + + if (qs.token && Number.isNaN(qs.token)) { + throw new M2CException('invalid token'); } - const operator = (qs.exact === 'true') - ? 'AND' - : 'OR'; - const availableIndices = Indexer.getIndices(); - let indices = Object.keys(qs).map((index) => { - if ((qs[index] === 'true' || qs[index] === undefined) - && (availableIndices.indexOf(index) >= 0)) { - return index; - } - return undefined; - }).filter((x) => x); - if (!indices.length) { - indices = availableIndices; + const from = Number(qs.token || 0); + + if (qs.pageSize && Number.isNaN(qs.pageSize)) { + throw new M2CException('invalid pageSize'); } - let mediaTypes = Object.keys(qs).map((category) => { - if ((qs[category] === 'true' || qs[category] === undefined) - && (MEDIA_TYPES.indexOf(category) >= 0)) { - return category; - } - return undefined; - }).filter((x) => x); - if (!mediaTypes.length) { - mediaTypes = MEDIA_TYPES; + const size = Number(qs.pageSize || DEFAULT_PAGESIZE); + + /* specified media types? */ + const types = MEDIA_TYPES + .filter((x) => + qs[x] !== 'false'); + + /* parse keywords and group query */ + const searchParams = this.buildCompoundQuery( + id, + types, + query, + from, + size + ); + console.log('searchParams', JSON.stringify(searchParams, null, 2)); + + const indexer = new Indexer(); + + const results = await indexer.search(searchParams) + .then((res) => { + const elapsed = res.body.took; + const totalHits = res.body.hits.total.value; + const hits = res.body.hits.hits || []; + + let nextToken = totalHits; + if (hits.length >= size) { + nextToken = from + size; + } + + return { + term: query, + totalHits, + nextToken, + elapsed, + hits, + }; + }) + .catch((e) => { + console.error(e); + throw e; + }); + + if (results.hits.length === 0) { + return results; } - const params = { - mediaTypes, - term, - operator, - size: size || DEFAULT_PAGESIZE, - from: from || 0, + + const docs = this.parseSearchResults(results.hits); + + const mgetParams = { + index: INDEX_CONTENT, + body: { + docs: docs + .map((doc) => ({ + _id: doc.id, + _source: { + include: Object.keys(doc.fields), + }, + })), + }, }; - return (id) - ? super.onGET(await this.searchSpecificDocument(id, indices, params)) - : super.onGET(await this.searchIndices(indices, params)); + + const hits = await indexer.mget(mgetParams) + .then((res) => + this.parseMultiGetResults(docs, res.body.docs)) + .catch((e) => { + console.error(e); + throw e; + }); + + results.hits = hits; + + return results; } - async searchSpecificDocument(id, indices, params) { - /* no need to run on 'ingest' index */ - const idx = (indices || []).findIndex((x) => - x === INDEX_INGEST); - if (idx >= 0) { - indices.splice(idx, 1); + santizeQuerystring(qs) { + /* unwrap it from API Gateway */ + let query = decodeURIComponent(qs || ''); + + try { + /* test to see if it is base64 encoded */ + query = Buffer.from(query || '', 'base64').toString(); + + /* unwrap again in case it is unicode string */ + query = decodeURIComponent(query); + } catch (e) { + /* do nothing */ } - if (!id || !indices.length) { - return undefined; + + if (query.length === 0 + || !CommonUtils.validateCharacterSet(query)) { + throw new M2CException('invalid query'); } - const query = this.buildDocumentSearchQuery(id, indices, { - ...params, - from: 0, - size: DEFAULT_INNER_HITS_PAGESIZE, - }); - const indexer = new Indexer(); - const response = await indexer.search(query) - .then((res) => - this.parseInnerHits(res.body.hits.hits)); - return { - indices: response, - }; + + /* split quoted search term */ + query = query + .match(/(".*?"|[^"\s]+)+(?=\s*|\s*$)/g) + .filter((x) => + x); + + query = query + .map((x) => { + const upper = x.toUpperCase(); + if (COMPOUND_KEYWORDS.indexOf(upper) >= 0) { + return upper; + } + return x; + }) + .join(' '); + + console.log('query', query); + + return query; } - buildDocumentSearchQuery(id, indices, params) { - const matchId = { - match: { - _id: id, - }, - }; - const nested = { - nested: { - path: 'data', - query: { - match: { - 'data.name': { - query: params.term, - operator: params.operator, - }, - }, - }, - inner_hits: { - from: params.from, - size: params.size || DEFAULT_INNER_HITS_PAGESIZE, - _source: { - includes: ANALYSIS_NESTED_SEARCH_FIELDS, - }, - }, - }, - }; - const filter = [ + buildCompoundQuery( + id, + types, + query, + from, + size + ) { + const multiTerms = [ { terms: { - _index: indices, + type: types, }, }, - ]; - const innerHits = { - bool: { - must: [ - matchId, - nested, - ], - filter, - }, - }; - return { - index: indices.join(','), - body: { - _source: false, - query: { - bool: { - should: [ - innerHits, - ], - }, + { + query_string: { + query, + default_field: '*', + analyze_wildcard: true, }, }, - }; - } + ]; - parseInnerHits(hits) { - if (!hits || !hits.length) { - return undefined; - } - const merged = {}; - while (hits.length) { - const hit = hits.shift(); - const category = hit._index; - const innerHits = hit.inner_hits.data.hits.hits; - if (!innerHits) { - continue; - } - while (innerHits.length) { - const innerHit = innerHits.shift(); - const source = innerHit._source; - /* category block */ - if (merged[category] === undefined) { - merged[category] = {}; - } - /* source block */ - if (merged[category][source.name] === undefined) { - merged[category][source.name] = {}; - } - const detection = merged[category][source.name]; - /* merge timecodes */ - if (source.timecodes) { - if (detection.timecodes === undefined) { - detection.timecodes = []; - } - detection.timecodes.splice(detection.timecodes.length, 0, ...source.timecodes); - } - /* merge pages */ - if (source.page !== undefined) { - if (detection.pages === undefined) { - detection.pages = []; - } - detection.pages.splice(detection.pages.length, 0, source.page); - } - } + /* search in a specific document */ + if (id !== undefined) { + multiTerms.push({ + terms: { + _id: [ + id, + ], + }, + }); } - return merged; - } - async searchIndices(indices, params) { - if (!indices.length) { - return undefined; - } - const ingestQuery = this.buildIngestQuery(indices, params); - const analysisQuery = this.buildAnalysisQuery(indices, params); - const query = { - index: indices.join(','), - from: params.from, - size: params.size, + const doc = { + index: INDEX_CONTENT, + from, + size, body: { _source: { - includes: INGEST_SEARCH_FIELDS, + includes: [ + 'type', + ], }, query: { bool: { - should: [ - ingestQuery, - analysisQuery, - ].filter((x) => x), + must: multiTerms, }, }, - }, - }; - const indexer = new Indexer(); - const results = await indexer.search(query) - .then((res) => - this.parseSearchResults(res.body.hits.hits)); - return { - hits: results, - term: params.term, - operator: params.operator, - nextToken: (results.length > 0) - ? (params.from + params.size) - : undefined, - }; - } - - buildIngestQuery(indices, params) { - if (indices.indexOf(INDEX_INGEST) < 0) { - return undefined; - } - return { - bool: { - must: [ - { - terms: { - type: params.mediaTypes, - }, + highlight: { + fields: { + '*': {}, }, - { - query_string: { - query: params.term, - default_operator: params.operator, - }, - }, - ], - filter: [ - { - terms: { - _index: [ - INDEX_INGEST, - ], - }, - }, - ], + }, }, }; - } - buildAnalysisQuery(indices, params) { - const filtered = indices.filter((x) => - x !== INDEX_INGEST); - if (!filtered.length) { - return undefined; - } - return { - bool: { - must: [ - { - terms: { - type: params.mediaTypes, - }, - }, - { - nested: { - path: 'data', - query: { - match: { - 'data.name': { - query: params.term, - operator: params.operator, - }, - }, - }, - inner_hits: { - size: 10, - _source: { - includes: ANALYSIS_NESTED_SEARCH_FIELDS, - }, - }, - }, - }, - ], - filter: [ - { - terms: { - _index: filtered, - }, - }, - ], - }, - }; + return doc; } parseSearchResults(hits) { - const merged = {}; + const docs = []; + while (hits.length) { const hit = hits.shift(); const id = hit._id; - const category = hit._index; - const mediaType = hit._source.type; - if (hit._index === INDEX_INGEST) { - /* uuid block */ - const source = hit._source; - if (merged[id] === undefined) { - merged[id] = { - type: mediaType, + const score = hit._score; + const type = hit._source.type; + + const fields = {}; + const names = Object.keys(hit.highlight); + while (names.length) { + const name = names.shift(); + const field = name.split('.')[0]; + + if (IGNORED_LIST.includes(field)) { + continue; + } + + if (fields[field] === undefined) { + fields[field] = { + highlights: [], }; } - /* category block */ - if (merged[id][category] === undefined) { - merged[id][category] = {}; + + fields[field].highlights = [ + ...new Set([ + ...fields[field].highlights, + ...hit.highlight[name], + ]), + ]; + } + + if (Object.keys(fields).length > 0) { + docs.push({ + id, + score, + type, + fields, + }); + } + } + + console.log('docs', docs); + + return docs; + } + + parseMultiGetResults(docs, mGetHits) { + for (let i = 0; i < docs.length; i += 1) { + const doc = docs[i]; + + /* find by doc id */ + const found = mGetHits.find((hit) => + hit._id === doc.id); + + if (!found) { + continue; + } + + const fieldsInDoc = Object.keys(doc.fields); + fieldsInDoc.forEach((field) => { + /* make sure field exists within the doc */ + if (!found._source[field]) { + return; } - merged[id][category] = { - ...merged[id][category], - ...source, - }; - } else { - const innerHits = hit.inner_hits.data.hits.hits; - while (innerHits.length) { - const innerHit = innerHits.shift(); - const source = innerHit._source; - /* uuid block */ - if (merged[id] === undefined) { - merged[id] = { - type: mediaType, - }; - } - /* category block */ - if (merged[id][category] === undefined) { - merged[id][category] = {}; - } - /* source block */ - if (merged[id][category][source.name] === undefined) { - merged[id][category][source.name] = {}; - } - const detection = merged[id][category][source.name]; - /* merge timecodes */ - if (source.timecodes) { - if (detection.timecodes === undefined) { - detection.timecodes = []; + + doc.fields[field].highlights + .forEach((highlight) => { + const stripped = highlight + .replaceAll(/|<\/em>/gi, ''); + + let hits; + if (typeof found._source[field] === 'string') { + /* string fields such as basename, mime, md5 */ + if (multimatch(found._source[field], stripped)) { + hits = found._source[field]; + } + } else if (Array.isArray(found._source[field])) { + hits = found._source[field] + .filter((x) => + multimatch(x.name, stripped)); + } else { + /* nested object field such as attributes, parse the 1st level value */ + const subkeys = Object.keys(found._source[field]) + .filter((x) => + typeof found._source[field][x] === 'string' + && multimatch(found._source[field][x], stripped)); + + if (subkeys.length > 0) { + hits = subkeys.reduce((a0, c0) => ({ + ...a0, + [c0]: found._source[field][c0], + }), {}); + } } - detection.timecodes.splice(detection.timecodes.length, 0, ...source.timecodes); - } - /* merge pages */ - if (source.page !== undefined) { - if (detection.pages === undefined) { - detection.pages = []; + + if (hits === undefined) { + return; } - detection.pages.splice(detection.pages.length, 0, source.page); - } - } - } + + if (doc.fields[field].hits === undefined) { + doc.fields[field].hits = []; + } + + doc.fields[field].hits = + doc.fields[field].hits.concat(hits); + }); + }); } - return Object.keys(merged).map((uuid) => ({ - uuid, - type: merged[uuid].type, - indices: { - ...merged[uuid], - type: undefined, - }, - })); + + return docs; } } diff --git a/source/api/lib/operations/settingsOp.js b/source/api/lib/operations/settingsOp.js index 0b47609..f3f96cb 100644 --- a/source/api/lib/operations/settingsOp.js +++ b/source/api/lib/operations/settingsOp.js @@ -1,23 +1,22 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); const { - ApiOps, - AIML, - Environment, + ApiOps: { + AIOptionsSettings = '', + }, + Environment: { + Proxy: { + Bucket: ProxyBucket, + }, + }, + aimlGetPresets, CommonUtils, + M2CException, } = require('core-lib'); const BaseOp = require('./baseOp'); -const SUBOP_AIOPTIONS = ApiOps.AIOptionsSettings.split('/').pop(); +const SUBOP_AIOPTIONS = AIOptionsSettings.split('/').pop(); const DEFAULT_AI_OPTIONS = process.env.ENV_DEFAULT_AI_OPTIONS; const AI_OPTIONS_S3KEY = process.env.ENV_AI_OPTIONS_S3KEY; const MIME_JSON = 'application/json'; @@ -28,7 +27,7 @@ class SettingsOp extends BaseOp { if (subop === SUBOP_AIOPTIONS) { return super.onPOST(await this.onPostAIOptions()); } - throw new Error('SettingsOp.onPOST not impl'); + throw new M2CException('SettingsOp.onPOST not impl'); } async onDELETE() { @@ -36,7 +35,7 @@ class SettingsOp extends BaseOp { if (subop === SUBOP_AIOPTIONS) { return super.onDELETE(await this.onDeleteAIOptions()); } - throw new Error('SettingsOp.onDELETE not impl'); + throw new M2CException('SettingsOp.onDELETE not impl'); } async onGET() { @@ -44,49 +43,38 @@ class SettingsOp extends BaseOp { if (subop === SUBOP_AIOPTIONS) { return super.onGET(await this.onGetAIOptions()); } - throw new Error('invalid operation'); + throw new M2CException('invalid operation'); } async onGetAIOptions() { - const aiOptions = { - ...AIML, - minConfidence: Environment.Rekognition.MinConfidence, - }; - - /* global options from stored by webapp (admin) */ - const bucket = Environment.Proxy.Bucket; + // global options from stored by webapp (admin) + const bucket = ProxyBucket; const key = AI_OPTIONS_S3KEY; - const globalOptions = await CommonUtils.download(bucket, key, false) + const globalOptions = await CommonUtils.download(bucket, key) .then((res) => - JSON.parse(res.Body.toString())) + JSON.parse(res)) .catch(() => undefined); if (globalOptions !== undefined) { - return { - ...aiOptions, - ...globalOptions, - }; + return globalOptions; } - /* environment options during stack creation */ - DEFAULT_AI_OPTIONS.split(',') - .forEach((x) => { - aiOptions[x] = true; - }); - return aiOptions; + // environment options during stack creation + return aimlGetPresets(DEFAULT_AI_OPTIONS); } async onPostAIOptions() { + const bucket = ProxyBucket; + const key = AI_OPTIONS_S3KEY; + const aiOptions = this.request.body || {}; + if (Object.keys(aiOptions).length === 0) { return undefined; } - const bucket = Environment.Proxy.Bucket; - const key = AI_OPTIONS_S3KEY; - return CommonUtils.upload({ Bucket: bucket, Key: key, @@ -97,7 +85,7 @@ class SettingsOp extends BaseOp { } async onDeleteAIOptions() { - const bucket = Environment.Proxy.Bucket; + const bucket = ProxyBucket; const key = AI_OPTIONS_S3KEY; return CommonUtils.deleteObject(bucket, key) diff --git a/source/api/lib/operations/statsOp.js b/source/api/lib/operations/statsOp.js index a56e694..666b6fd 100644 --- a/source/api/lib/operations/statsOp.js +++ b/source/api/lib/operations/statsOp.js @@ -3,30 +3,45 @@ const { Indexer, + M2CException, } = require('core-lib'); const BaseOp = require('./baseOp'); +const INDEX_CONTENT = Indexer.getContentIndex(); + class StatsOp extends BaseOp { async onPOST() { - throw new Error('StatsOp.onGET not impl'); + throw new M2CException('StatsOp.onGET not impl'); } async onDELETE() { - throw new Error('StatsOp.onDELETE not impl'); + throw new M2CException('StatsOp.onDELETE not impl'); } async onGET() { const qs = this.request.queryString || {}; - const indices = (qs.aggregate || '') + let aggregate = ''; + if (qs.aggregate) { + aggregate = decodeURIComponent(qs.aggregate); + } + + const fields = aggregate .split(',') .filter((x) => x); + const size = Number(qs.size || 100); if (Number.isNaN(size)) { - throw new Error('invalid size'); + throw new M2CException('invalid size'); } - const response = (indices.length > 0) - ? await this.aggregateSearch(indices, size) - : await this.getOverallStats(size); + + let response; + + if (fields.length > 0) { + response = await this.aggregateSearch(fields, size); + } else { + response = await this.getOverallStats(size); + } + return super.onGET(response); } @@ -42,8 +57,9 @@ class StatsOp extends BaseOp { async getIngestStats() { const indexer = new Indexer(); + const query = { - index: 'ingest', + index: INDEX_CONTENT, body: { size: 0, aggs: { @@ -110,6 +126,7 @@ class StatsOp extends BaseOp { }, }, }; + return indexer.search(query) .then((res) => ({ types: res.body.aggregations.groupByType.buckets.map((x) => ({ @@ -132,7 +149,12 @@ class StatsOp extends BaseOp { overallStatus: x.key, count: x.count.value, })), - })); + })) + .catch((e) => { + console.log('=== getIngestStats'); + console.error(e); + throw e; + }); } async getMostRecentIngestedAssets(size = 100) { @@ -146,7 +168,7 @@ class StatsOp extends BaseOp { 'timestamp', ]; const query = { - index: 'ingest', + index: INDEX_CONTENT, body: { from: 0, size, @@ -160,29 +182,48 @@ class StatsOp extends BaseOp { ], }, }; + return indexer.search(query) - .then((res) => res.body.hits.hits.map((x) => ({ - ...x._source, - uuid: x._id, - }))); + .then((res) => + res.body.hits.hits + .map((x) => ({ + ...x._source, + uuid: x._id, + }))) + .catch((e) => { + console.log('=== getMostRecentIngestedAssets'); + console.error(e); + throw e; + }); } - async aggregateSearch(indices, size) { - const availableIndices = Indexer.getIndices(); - for (let index of indices) { - if (availableIndices.indexOf(index) < 0) { - throw new Error('invalid aggregate value'); + async aggregateSearch(fields, size) { + const availableFields = Indexer.getAnalysisFields(); + + for (let i = 0; i < fields.length; i++) { + if (!availableFields.includes(fields[i])) { + throw new M2CException('invalid aggregate value'); } } - const name = indices.join(','); + const indexer = new Indexer(); - return indexer.aggregate(name, size) + + return indexer.aggregate(fields, size) .then((res) => ({ - aggregations: res[name][name].buckets.map((x) => ({ - name: x.key, - count: x.doc_count, - })), - })); + aggregations: Object.keys(res) + .reduce((a0, c0) => ({ + ...a0, + [c0]: res[c0].buckets + .map((x) => ({ + name: x.key, + count: x.doc_count, + })), + }), {}), + })) + .catch((e) => { + console.error(e); + throw e; + }); } } diff --git a/source/api/lib/operations/stepOp.js b/source/api/lib/operations/stepOp.js index bcdee38..428c031 100644 --- a/source/api/lib/operations/stepOp.js +++ b/source/api/lib/operations/stepOp.js @@ -1,48 +1,56 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 - -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + SFNClient, + DescribeExecutionCommand, +} = require('@aws-sdk/client-sfn'); const { CommonUtils, Environment, + xraysdkHelper, + retryStrategyHelper, + M2CException, } = require('core-lib'); const BaseOp = require('./baseOp'); +const CUSTOM_USER_AGENT = Environment.Solution.Metrics.CustomUserAgent; + class StepOp extends BaseOp { async onPOST() { - throw new Error('StepOp.onPOST not impl'); + throw new M2CException('StepOp.onPOST not impl'); } async onDELETE() { - throw new Error('StepOp.onDELETE not impl'); + throw new M2CException('StepOp.onDELETE not impl'); } async onGET() { let executionArn = (this.request.queryString || {}).executionArn; if (!executionArn) { - throw new Error('missing executionArn'); + throw new M2CException('missing executionArn'); } executionArn = decodeURIComponent(executionArn); if (!CommonUtils.validateStateMachineArn(executionArn)) { - throw new Error('invalid executionArn'); + throw new M2CException('invalid executionArn'); } - const step = new AWS.StepFunctions({ - apiVersion: '2016-11-23', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); + const stepfunctionClient = xraysdkHelper(new SFNClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); - return super.onGET(await step.describeExecution({ + const command = new DescribeExecutionCommand({ executionArn, - }).promise()); + }); + + const response = await stepfunctionClient.send(command) + .then((res) => ({ + ...res, + $metadata: undefined, + })); + + return super.onGET(response); } } diff --git a/source/api/lib/operations/transcribeOp.js b/source/api/lib/operations/transcribeOp.js index 3110e94..9b2f1ba 100644 --- a/source/api/lib/operations/transcribeOp.js +++ b/source/api/lib/operations/transcribeOp.js @@ -1,16 +1,16 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + TranscribeClient, + ListLanguageModelsCommand, + ListVocabulariesCommand, +} = require('@aws-sdk/client-transcribe'); const { Environment, + xraysdkHelper, + retryStrategyHelper, + M2CException, } = require('core-lib'); const BaseOp = require('./baseOp'); @@ -18,21 +18,15 @@ const OP_CUSTOMVOCABULARIES = 'custom-vocabularies'; const OP_CUSTOMLANGUAGEMODELS = 'custom-language-models'; const STATUS_COMPLETED = 'COMPLETED'; const STATUS_READY = 'READY'; +const CUSTOM_USER_AGENT = Environment.Solution.Metrics.CustomUserAgent; class TranscribeOp extends BaseOp { - static createInstance() { - return new AWS.TranscribeService({ - apiVersion: '2017-10-26', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - } - async onPOST() { - throw new Error('TranscribeOp.onPOST not impl'); + throw new M2CException('invalid operation'); } async onDELETE() { - throw new Error('TranscribeOp.onDELETE not impl'); + throw new M2CException('invalid operation'); } async onGET() { @@ -43,52 +37,75 @@ class TranscribeOp extends BaseOp { if (op === OP_CUSTOMVOCABULARIES) { return super.onGET(await this.onGetCustomVocabularies()); } - throw new Error('invalid operation'); + throw new M2CException('invalid operation'); } async onGetCustomLanguageModels() { - const transcribe = TranscribeOp.createInstance(); - + let command; let response; - const customLanguageModels = []; + let customLanguageModels = []; + do { - response = await transcribe.listLanguageModels({ + const transcribeClient = xraysdkHelper(new TranscribeClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + command = new ListLanguageModelsCommand({ StatusEquals: STATUS_COMPLETED, MaxResults: 100, NextToken: (response || {}).NextToken, - }).promise().catch(() => undefined); + }); + + response = await transcribeClient.send(command) + .catch(() => + undefined); + if (response && response.Models.length) { - const models = response.Models.map(x => ({ - name: x.ModelName, - languageCode: x.LanguageCode, - canUse: true, - })); - customLanguageModels.splice(customLanguageModels.length, 0, ...models); + const models = response.Models + .map((x) => ({ + name: x.ModelName, + languageCode: x.LanguageCode, + canUse: true, + })); + customLanguageModels = customLanguageModels.concat(models); } } while ((response || {}).NextToken); + return customLanguageModels; } async onGetCustomVocabularies() { - const transcribe = TranscribeOp.createInstance(); - + let command; let response; - const customVocabularies = []; + let customVocabularies = []; do { - response = await transcribe.listVocabularies({ + const transcribeClient = xraysdkHelper(new TranscribeClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + command = new ListVocabulariesCommand({ StateEquals: STATUS_READY, MaxResults: 100, NextToken: (response || {}).NextToken, - }).promise().catch(() => undefined); + }); + + response = await transcribeClient.send(command) + .catch(() => + undefined); + if (response && response.Vocabularies.length) { - const vocabulary = response.Vocabularies.map(x => ({ - name: x.VocabularyName, - languageCode: x.LanguageCode, - canUse: true, - })); - customVocabularies.splice(customVocabularies.length, 0, ...vocabulary); + const vocabulary = response.Vocabularies + .map((x) => ({ + name: x.VocabularyName, + languageCode: x.LanguageCode, + canUse: true, + })); + customVocabularies = customVocabularies.concat(vocabulary); } } while ((response || {}).NextToken); + return customVocabularies; } } diff --git a/source/api/lib/operations/usersOp.js b/source/api/lib/operations/usersOp.js index f0a08de..1c61d87 100644 --- a/source/api/lib/operations/usersOp.js +++ b/source/api/lib/operations/usersOp.js @@ -1,17 +1,24 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 - -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + CognitoIdentityProviderClient, + ListUsersCommand, + AdminListGroupsForUserCommand, + AdminCreateUserCommand, + AdminGetUserCommand, + AdminAddUserToGroupCommand, + AdminDeleteUserCommand, + /* exceptions */ + InternalErrorException, + UsernameExistsException, + UserNotFoundException, +} = require('@aws-sdk/client-cognito-identity-provider'); const { Environment, CommonUtils, + xraysdkHelper, + retryStrategyHelper, + M2CException, } = require('core-lib'); const BaseOp = require('./baseOp'); @@ -19,21 +26,16 @@ const OP_USERS = 'users'; const STATUS_ADDED = 'added'; const STATUS_REMOVED = 'removed'; const STATUS_ERROR = 'error'; +const CUSTOM_USER_AGENT = Environment.Solution.Metrics.CustomUserAgent; +const USERPOOL_ID = Environment.Cognito.UserPoolId; class UsersOp extends BaseOp { - static createInstance() { - return new AWS.CognitoIdentityServiceProvider({ - apiVersion: '2016-04-18', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - } - async onPOST() { const op = this.request.pathParameters.operation; if (op === OP_USERS) { return super.onPOST(await this.onPostUsers()); } - throw new Error('UsersOp.onPOST not impl'); + throw new M2CException('invalid operation'); } async onDELETE() { @@ -41,7 +43,7 @@ class UsersOp extends BaseOp { if (op === OP_USERS) { return super.onDELETE(await this.onDeleteUsers()); } - throw new Error('UsersOp.onDELETE not impl'); + throw new M2CException('invalid operation'); } async onGET() { @@ -49,93 +51,131 @@ class UsersOp extends BaseOp { if (op === OP_USERS) { return super.onGET(await this.onGetUsers()); } - throw new Error('invalid operation'); + throw new M2CException('invalid operation'); } async onGetUsers() { - const idp = UsersOp.createInstance(); - + let command; let response; - const users = []; + let users = []; + do { - response = await idp.listUsers({ - UserPoolId: Environment.Cognito.UserPoolId, + const cognitoIdpClient = xraysdkHelper(new CognitoIdentityProviderClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + command = new ListUsersCommand({ + UserPoolId: USERPOOL_ID, Limit: 10, PaginationToken: (response || {}).PaginationToken, - }).promise() + }); + + response = await cognitoIdpClient.send(command) .catch((e) => { - console.log(`[ERR]: onGetUsers: listUsers: ${e.code} ${e.message}`); + console.error( + 'ERR:', + 'UsersOp.onGetUers:', + 'ListUsersCommand:', + e.$metadata.httpStatusCode, + e.name, + e.message + ); return undefined; }); + if (response && response.Users.length) { - let responses = await Promise.all(response.Users.map((user) => - idp.adminListGroupsForUser({ - UserPoolId: Environment.Cognito.UserPoolId, - Username: user.Username, - Limit: 10, - }).promise() - .then((res) => { - const group = res.Groups.sort((a, b) => - a.Precedence - b.Precedence)[0]; - if (group === undefined) { - return undefined; - } - const email = (user.Attributes.find((x) => - x.Name === 'email') || {}).Value; - if (email === undefined) { + let responses = await Promise.all(response.Users + .map((user) => { + command = new AdminListGroupsForUserCommand({ + UserPoolId: USERPOOL_ID, + Username: user.Username, + Limit: 10, + }); + + return cognitoIdpClient.send(command) + .then((res) => { + const group = res.Groups + .sort((a, b) => + a.Precedence - b.Precedence)[0]; + if (group === undefined) { + return undefined; + } + + const email = (user.Attributes + .find((x) => + x.Name === 'email') || {}) + .Value; + if (email === undefined) { + return undefined; + } + + return { + email, + group: group.GroupName, + lastModified: new Date(user.UserLastModifiedDate).getTime(), + username: user.Username, + status: user.UserStatus, + enabled: user.Enabled, + }; + }) + .catch((e) => { + console.error( + 'ERR:', + 'UsersOp.onGetUers:', + 'AdminListGroupsForUserCommand:', + e.$metadata.httpStatusCode, + e.name, + e.message + ); return undefined; - } - return { - email, - group: group.GroupName, - lastModified: new Date(user.UserLastModifiedDate).getTime(), - username: user.Username, - status: user.UserStatus, - enabled: user.Enabled, - }; - }) - .catch((e) => { - console.log(`[ERR]: onGetUsers: adminListGroupsForUser: ${user.Username}: ${e.code} ${e.message}`); - return undefined; - }))); - responses = responses.flat() - .filter((x) => x); - users.splice(users.length, 0, ...responses); + }); + })); + + responses = responses + .flat() + .filter((x) => + x); + users = users.concat(responses); } } while ((response || {}).PaginationToken); + return users; } async onPostUsers() { const users = this.request.body || []; - const idp = UsersOp.createInstance(); - return Promise.all(users.map((user) => - this.createUserInGroup(idp, { - userPoolId: Environment.Cognito.UserPoolId, - ...user, - }))); + return Promise.all(users + .map((user) => + this.createUserInGroup({ + userPoolId: USERPOOL_ID, + ...user, + }))); } - async createUserInGroup(idp, user) { + async createUserInGroup(user) { try { if (!CommonUtils.validateEmailAddress(user.email)) { - const err = new Error('invalid email address'); - err.code = 'InvalidParameterError'; - throw err; + throw new M2CException('invalid email address'); } + let username = user.username; if (username === undefined || username.length === 0) { username = user.email.split('@').filter(x => x).shift(); } if (!CommonUtils.validateUsername(username)) { - const err = new Error('invalid username'); - err.code = 'InvalidParameterError'; - throw err; + throw new M2CException('invalid username'); } - let response = await idp.adminCreateUser({ + const cognitoIdpClient = xraysdkHelper(new CognitoIdentityProviderClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + let command; + command = new AdminCreateUserCommand({ UserPoolId: user.userPoolId, Username: username, DesiredDeliveryMediums: [ @@ -151,11 +191,13 @@ class UsersOp extends BaseOp { Value: 'true', }, ], - }).promise() + }); + + let response = await cognitoIdpClient.send(command) .then((res) => res.User) .catch((e) => { - if (e.code === 'UsernameExistsException') { + if (e instanceof UsernameExistsException) { return undefined; } throw e; @@ -163,41 +205,49 @@ class UsersOp extends BaseOp { /* user already exits, gets the user information */ if (response === undefined) { - response = await idp.adminGetUser({ + command = new AdminGetUserCommand({ UserPoolId: user.userPoolId, Username: username, - }).promise() + }); + + response = await cognitoIdpClient.send(command) .catch((e) => { - console.log(`[ERR]: adminGetUser: ${username}: ${e.code} - ${e.message}`); + console.error( + 'ERR:', + 'UsersOp.createUserInGroup:', + 'AdminGetUserCommand:', + e.$metadata.httpStatusCode, + e.name, + e.message + ); throw e; }); } if (!response) { - const err = new Error(`fail to add user, ${user.email}`); - err.code = 'UnknownError'; - throw err; + throw new InternalErrorException(`fail to add user, ${user.email}`); } /* add user to group */ - await idp.adminAddUserToGroup({ + command = new AdminAddUserToGroupCommand({ GroupName: user.group, UserPoolId: user.userPoolId, Username: response.Username, - }).promise(); + }); - return { - email: user.email, - group: user.group, - status: response.UserStatus, - username: response.Username, - enabled: response.Enabled, - lastModified: new Date(response.UserLastModifiedDate).getTime(), - }; + return cognitoIdpClient.send(command) + .then(() => ({ + email: user.email, + group: user.group, + status: response.UserStatus, + username: response.Username, + enabled: response.Enabled, + lastModified: new Date(response.UserLastModifiedDate).getTime(), + })); } catch (e) { return { status: STATUS_ERROR, - error: `${e.code} - ${e.message}`, + error: `${e.name} - ${e.message}`, email: user.email, group: user.group, }; @@ -210,26 +260,32 @@ class UsersOp extends BaseOp { } = this.request.queryString || {}; try { - const idp = UsersOp.createInstance(); - await idp.adminDeleteUser({ - UserPoolId: Environment.Cognito.UserPoolId, + const cognitoIdpClient = xraysdkHelper(new CognitoIdentityProviderClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new AdminDeleteUserCommand({ + UserPoolId: USERPOOL_ID, Username: user, - }).promise() + }); + + return cognitoIdpClient.send(command) + .then(() => ({ + user, + status: STATUS_REMOVED, + })) .catch((e) => { - if (e.code === 'UserNotFoundException') { + if (e instanceof UserNotFoundException) { return undefined; } throw e; }); - return { - user, - status: STATUS_REMOVED, - }; } catch (e) { return { user, status: STATUS_ERROR, - error: `${e.code} - ${e.message}`, + error: `${e.name} - ${e.message}`, }; } } diff --git a/source/api/package-lock.json b/source/api/package-lock.json index 1c08a93..4b876c3 100644 --- a/source/api/package-lock.json +++ b/source/api/package-lock.json @@ -1,1698 +1,2098 @@ { "name": "m2c-api", - "version": "1.0.0", - "lockfileVersion": 2, + "version": "2.0.0", + "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "m2c-api", - "version": "1.0.0", - "license": "Apache-2.0", + "version": "2.0.0", "devDependencies": { - "@babel/plugin-transform-modules-commonjs": "^7.19.6", - "@elastic/elasticsearch": "7.12.0", - "aws-elasticsearch-connector": "^9.2.0", - "aws-sdk": "2.831.0", - "aws-sdk-mock": "5.8.0", - "chai": "4.3.7", - "core-lib": "file:../layers/core-lib", - "jest": "^29.4.3" + "@aws-sdk/client-cognito-identity-provider": "^3.468.0", + "@aws-sdk/client-comprehend": "^3.468.0", + "@aws-sdk/client-dynamodb": "^3.468.0", + "@aws-sdk/client-s3": "^3.468.0", + "@aws-sdk/client-sfn": "^3.468.0", + "@aws-sdk/client-transcribe": 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"integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==", - "dev": true } } } diff --git a/source/api/package.json b/source/api/package.json index 18f3037..d971c5b 100644 --- a/source/api/package.json +++ b/source/api/package.json @@ -1,6 +1,6 @@ { "name": "m2c-api", - "version": "1.0.0", + "version": "2.0.0", "description": "media2cloud api gateway lambda", "main": "index.js", "private": true, @@ -8,25 +8,21 @@ "pretest": "npm install", "test": "jest --coverage --coverageDirectory=../../coverage", "build:clean": "rm -rf dist && mkdir -p dist", - "build:copy": "cp -rv index*.js package.json lib dist/", - "build:install": "cd dist && npm install --omit=dev --omit=optional", + "build:copy": "cp -rv index.js package.json lib dist/", + "build:install": "cd dist && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" }, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, + "author": "aws-mediaent-solutions", "devDependencies": { - "@babel/plugin-transform-modules-commonjs": "^7.19.6", - "@elastic/elasticsearch": "7.12.0", - "aws-elasticsearch-connector": "^9.2.0", - "aws-sdk": "2.831.0", - "aws-sdk-mock": "5.8.0", - "chai": "4.3.7", - "core-lib": "file:../layers/core-lib", - "jest": "^29.4.3" - }, - "dependencies": {}, - "license": "Apache-2.0" + "@aws-sdk/client-cognito-identity-provider": "^3.468.0", + "@aws-sdk/client-comprehend": "^3.468.0", + "@aws-sdk/client-dynamodb": "^3.468.0", + "@aws-sdk/client-s3": "^3.468.0", + "@aws-sdk/client-sfn": "^3.468.0", + "@aws-sdk/client-transcribe": "^3.468.0", + "@aws-sdk/util-dynamodb": "^3.468.0", + "aws-sdk-client-mock": "^2.2.0", + "core-lib": "file:../layers/core-lib" + } } diff --git a/source/api/setEnvVars.js b/source/api/setEnvVars.js index 331686f..88ba7ef 100644 --- a/source/api/setEnvVars.js +++ b/source/api/setEnvVars.js @@ -1,12 +1,13 @@ -process.env.ENV_ES_DOMAIN_ENDPOINT = 'Test_ENV_Variable'; +process.env.ENV_ES_DOMAIN_ENDPOINT = 'http://localhost'; process.env.ENV_SOLUTION_ID = 'Test_ENV_Variable'; process.env.ENV_RESOURCE_PREFIX = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_UUID = 'Test_ENV_Variable'; -process.env.ENV_ANONYMIZED_USAGE = 'Test_ENV_Variable'; +process.env.ENV_ANONYMOUS_USAGE = 'Test_ENV_Variable'; process.env.ENV_IOT_HOST = 'Test_ENV_Variable'; process.env.ENV_IOT_TOPIC = 'Test_ENV_Variable'; process.env.ENV_PROXY_BUCKET = 'Test_ENV_Variable'; process.env.ENV_DATA_ACCESS_ROLE = 'Test_ENV_Variable'; process.env.ENV_SNS_TOPIC_ARN = 'Test_ENV_Variable'; process.env.ENV_DEFAULT_AI_OPTIONS = 'Test_ENV_Variable'; -process.env.ENV_DEFAULT_MINCONFIDENCE = 'Test_ENV_Variable'; \ No newline at end of file +process.env.ENV_DEFAULT_MINCONFIDENCE = 'Test_ENV_Variable'; +process.env.AWS_REGION = 'us-west-1'; diff --git a/source/backlog/custom-labels/index.js b/source/backlog/custom-labels/index.js index 70d7c3a..9e0f2d5 100644 --- a/source/backlog/custom-labels/index.js +++ b/source/backlog/custom-labels/index.js @@ -7,6 +7,7 @@ const { States, }, }, + M2CException, } = require('service-backlog-lib'); const StateCheckProjectVersionStatus = require('./states/check-project-version-status'); const StateStartProjectVersion = require('./states/start-project-version'); @@ -26,7 +27,7 @@ exports.handler = async (event, context) => { try { const missing = REQUIRED_ENVS.filter(x => process.env[x] === undefined); if (missing.length) { - throw new Error(`missing enviroment variables, ${missing.join(', ')}`); + throw new M2CException(`missing enviroment variables, ${missing.join(', ')}`); } if (event.operation === States.CheckProjectVersionStatus) { handler = new StateCheckProjectVersionStatus(event, context); @@ -35,7 +36,7 @@ exports.handler = async (event, context) => { } else if (event.operation === States.DetectCustomLabels) { handler = new StateDetectCustomLabels(event, context); } else { - throw new Error(`${event.operation} not impl`); + throw new M2CException(`${event.operation} not impl`); } return handler.process(); } catch (e) { diff --git a/source/backlog/custom-labels/jest.config.js b/source/backlog/custom-labels/jest.config.js index 8a15fd9..fc60953 100644 --- a/source/backlog/custom-labels/jest.config.js +++ b/source/backlog/custom-labels/jest.config.js @@ -1,6 +1,5 @@ module.exports = { - setupTestFrameworkScriptFile: 'tests/setup.js', - transform: { + transform: { '^.+\\.jsx?$': 'babel-jest', }, roots: [''], diff --git a/source/backlog/custom-labels/package-lock.json b/source/backlog/custom-labels/package-lock.json index 737a72c..2191df7 100644 --- a/source/backlog/custom-labels/package-lock.json +++ b/source/backlog/custom-labels/package-lock.json @@ -1,8780 +1,35 @@ { "name": "backlog-custom-labels", - 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"dev": true + "node_modules/service-backlog-lib": { + "resolved": "../../layers/service-backlog-lib", + "link": true } } } diff --git a/source/backlog/custom-labels/package.json b/source/backlog/custom-labels/package.json index e48a34e..24f2e4d 100644 --- a/source/backlog/custom-labels/package.json +++ b/source/backlog/custom-labels/package.json @@ -1,6 +1,6 @@ { "name": "backlog-custom-labels", - "version": "1.0.0", + "version": "3.0.0", "description": "Backlog Rekognition Custom Labels state machine lambda to serialize requests for a specific project version", "main": "index.js", "private": true, @@ -9,18 +9,12 @@ "test": "jest --coverage --coverageDirectory=../../coverage", "build:clean": "rm -rf dist && mkdir -p dist", "build:copy": "cp -rv index.js package.json states dist/", - "build:install": "cd dist && npm install --omit=dev --omit=optional", + "build:install": "cd dist && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" }, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, + "author": "aws-mediaent-solutions", "devDependencies": { - "service-backlog-lib": "file:../../layers/service-backlog-lib", - "@babel/plugin-transform-modules-commonjs": "^7.19.6", - "jest": "^29.3.1" - }, - "license": "Apache-2.0" + "service-backlog-lib": "file:../../layers/service-backlog-lib" + } } diff --git a/source/backlog/custom-labels/setEnvVars.js b/source/backlog/custom-labels/setEnvVars.js index 331686f..b29b464 100644 --- a/source/backlog/custom-labels/setEnvVars.js +++ b/source/backlog/custom-labels/setEnvVars.js @@ -2,7 +2,7 @@ process.env.ENV_ES_DOMAIN_ENDPOINT = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_ID = 'Test_ENV_Variable'; process.env.ENV_RESOURCE_PREFIX = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_UUID = 'Test_ENV_Variable'; -process.env.ENV_ANONYMIZED_USAGE = 'Test_ENV_Variable'; +process.env.ENV_ANONYMOUS_USAGE = 'Test_ENV_Variable'; process.env.ENV_IOT_HOST = 'Test_ENV_Variable'; process.env.ENV_IOT_TOPIC = 'Test_ENV_Variable'; process.env.ENV_PROXY_BUCKET = 'Test_ENV_Variable'; diff --git a/source/backlog/custom-labels/stateMachineDefinition.json b/source/backlog/custom-labels/stateMachineDefinition.json index d6b7b32..76b5bbd 100644 --- a/source/backlog/custom-labels/stateMachineDefinition.json +++ b/source/backlog/custom-labels/stateMachineDefinition.json @@ -3,7 +3,7 @@ "States": { "Check project version status": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${BacklogCustomLabelsLambda.Arn}", "Parameters": { "operation": "check-project-version-status", "jobTag.$": "$.jobTag", @@ -70,7 +70,7 @@ }, "Start project version": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${BacklogCustomLabelsLambda.Arn}", "Parameters": { "operation": "start-project-version", "jobTag.$": "$.jobTag", @@ -91,7 +91,7 @@ }, "Detect custom labels": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${BacklogCustomLabelsLambda.Arn}", "Parameters": { "operation": "detect-custom-labels", "jobTag.$": "$.jobTag", diff --git a/source/backlog/custom-labels/states/detect-custom-labels/index.js b/source/backlog/custom-labels/states/detect-custom-labels/index.js index 507f5ef..8e2b43d 100644 --- a/source/backlog/custom-labels/states/detect-custom-labels/index.js +++ b/source/backlog/custom-labels/states/detect-custom-labels/index.js @@ -1,17 +1,13 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + S3Client, + GetObjectCommand, + PutObjectCommand, +} = require('@aws-sdk/client-s3'); const PATH = require('path'); const { - Retry, BacklogClient: { CustomBacklogJob, }, @@ -25,6 +21,8 @@ const { ExpectedBucketOwner, }, }, + xraysdkHelper, + retryStrategyHelper, } = require('service-backlog-lib'); const RekogHelper = require('../shared/rekogHelper'); const BaseState = require('../shared/baseState'); @@ -32,7 +30,7 @@ const BaseState = require('../shared/baseState'); const FRAMECAPTURE_PREFIX = 'frame'; const STATUS_COMPLETED = 'completed'; const STATUS_PROCESSING = 'processing'; -const MAX_RECORDS_PER_JSON = 1000; +const DATA_FILENAME = '00000000.json'; class StateDetectCustomLabels extends BaseState { get [Symbol.toStringTag]() { @@ -50,39 +48,42 @@ class StateDetectCustomLabels extends BaseState { const numFrames = src.frameCapture.numFrames; const curState = this.output[BaseState.States.DetectCustomLabels] || {}; let cursor = curState.cursor || 0; - let numOutputs = curState.numOutputs || 0; - const batchRecords = []; + let batchRecords = []; while (cursor < numFrames && !this.quitNow()) { let responses = await this.batchDetectCustomLabels(cursor); cursor += responses.length; responses = responses.reduce((a0, c0) => - a0.concat(...c0), []); - batchRecords.splice(batchRecords.length, 0, ...responses); - if (batchRecords.length > MAX_RECORDS_PER_JSON) { - await this.uploadBatchRecords(numOutputs, batchRecords); - batchRecords.length = 0; - numOutputs++; - } - } - const status = (cursor >= numFrames) - ? STATUS_COMPLETED - : STATUS_PROCESSING; - if (batchRecords.length) { - await this.uploadBatchRecords(numOutputs, batchRecords); - numOutputs++; + a0.concat(c0), []); + batchRecords = batchRecords.concat(responses); } - if (status === STATUS_PROCESSING) { - await this.updateProjectVersionTTL(); - } else { + + const dataset = { + Bucket: src.bucket, + Prefix: src.frameCapture.prefix, + CustomLabels: batchRecords, + }; + await this.updateDataFile( + this.output.bucket, + this.output.prefix, + DATA_FILENAME, + dataset + ); + + let status = STATUS_PROCESSING; + if (cursor >= numFrames) { + status = STATUS_COMPLETED; cursor = 0; + } else { + await this.updateProjectVersionTTL(); } + return { - output: this.output.prefix, + output: PATH.join(this.output.prefix, DATA_FILENAME), projectVersionArn: this.projectVersionArn, status, numFrames, cursor, - numOutputs, + numOutputs: 1, }; } @@ -104,6 +105,8 @@ class StateDetectCustomLabels extends BaseState { Image: { S3Object: { Bucket: input.bucket, + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal Name: PATH.join(input.frameCapture.prefix, name), }, }, @@ -135,33 +138,59 @@ class StateDetectCustomLabels extends BaseState { return Promise.all(promises); } - async uploadBatchRecords(idx, batches) { - const bucket = this.output.bucket; - const prefix = this.output.prefix; - const name = `${idx.toString().padStart(8, '0')}.json`; - const body = { - Bucket: this.input.bucket, - Prefix: this.input.frameCapture.prefix, - CustomLabels: batches, - }; - const s3 = new AWS.S3({ - apiVersion: '2006-03-01', + async updateDataFile( + bucket, + prefix, + name, + dataset + ) { + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const key = PATH.join(prefix, name); + + const s3Client = xraysdkHelper(new S3Client({ computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, + applyChecksum: true, customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); + + let command; + command = new GetObjectCommand({ + Bucket: bucket, + Key: key, + ExpectedBucketOwner, }); - const params = { + + let merged = await s3Client.send(command) + .catch(() => + undefined); + + if (merged && merged.Body) { + merged = JSON.parse(await merged.Body.transformToString()); + merged.CustomLabels = merged.CustomLabels + .concat(dataset.CustomLabels); + } else { + merged = dataset; + } + + merged = JSON.stringify(merged); + + command = new PutObjectCommand({ Bucket: bucket, - Key: PATH.join(prefix, name), - Body: JSON.stringify(body, null, 2), + Key: key, + Body: merged, ContentType: 'application/json', ContentDisposition: `attachment; filename="${name}"`, ServerSideEncryption: 'AES256', ExpectedBucketOwner, - }; - const fn = s3.putObject.bind(s3); - return Retry.run(fn, params); + }); + + return s3Client.send(command) + .then((res) => ({ + ...res, + $metadata: undefined, + })); } async updateProjectVersionTTL() { @@ -169,11 +198,13 @@ class StateDetectCustomLabels extends BaseState { .catch(() => undefined); } - computeFrameNumAndTimestamp(idx, framerate, frameCapture) { - const num = Math.round((idx * framerate * frameCapture.denominator) / frameCapture.numerator); + computeFrameNumAndTimestamp(second, framerate, frameCapture) { + const num = Math.round( + (second * framerate * frameCapture.denominator) / frameCapture.numerator + ); return [ num, - Math.round((num / framerate) * 1000), + Math.round((num * 1000) / framerate), ]; } } diff --git a/source/backlog/custom-labels/states/shared/baseState.js b/source/backlog/custom-labels/states/shared/baseState.js index 8b75521..bf82aa9 100644 --- a/source/backlog/custom-labels/states/shared/baseState.js +++ b/source/backlog/custom-labels/states/shared/baseState.js @@ -8,6 +8,7 @@ const { States, }, }, + M2CException, } = require('service-backlog-lib'); const LAMBDA_TIMEOUT_THRESHOLD = 60 * 1000; @@ -27,7 +28,7 @@ class BaseState { sanityCheck() { if (!this.operation) { - throw new Error('missing operation'); + throw new M2CException('missing operation'); } const input = this.input; if (!input @@ -42,13 +43,13 @@ class BaseState { || typeof input.frameCapture.numFrames !== 'number' || typeof input.frameCapture.numerator !== 'number' || typeof input.frameCapture.denominator !== 'number') { - throw new Error('missing or invalid input parameter(s)'); + throw new M2CException('missing or invalid input parameter(s)'); } const output = this.output; if (!output || !output.bucket || !output.prefix) { - throw new Error('missing or invalid output parameter(s)'); + throw new M2CException('missing or invalid output parameter(s)'); } } @@ -125,6 +126,8 @@ class BaseState { makeOutputPath(ref, subPath = '') { const parsed = PATH.parse(ref); const compatibleName = parsed.name.replace(/[^a-zA-Z0-9_-]/g, ''); + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal return PATH.join(parsed.dir, compatibleName, subPath); } @@ -140,11 +143,11 @@ class BaseState { } testProjectArn(val) { - return /^arn:[a-z\d-]+:rekognition:[a-z\d-]+:\d{12}:project\/[a-zA-Z0-9_.-]{1,255}\/\d+$/.test(val); + return /^arn:[a-z\d-]+:rekognition:[a-z\d-]+:\d{12}:project\/[a-zA-Z0-9_.-]{1,255}\/[0-9]+$/.test(val); } testProjectVersionArn(val) { - return /^arn:[a-z\d-]+:rekognition:[a-z\d-]+:\d{12}:project\/[a-zA-Z0-9_.-]{1,255}\/version\/[a-zA-Z0-9_.-]{1,255}\/\d+$/.test(val); + return /^arn:[a-z\d-]+:rekognition:[a-z\d-]+:\d{12}:project\/[a-zA-Z0-9_.-]{1,255}\/version\/[a-zA-Z0-9_.-]{1,255}\/[0-9]+$/.test(val); } async process() { diff --git a/source/backlog/custom-labels/states/shared/rekogHelper.js b/source/backlog/custom-labels/states/shared/rekogHelper.js index 671f22b..18ab995 100644 --- a/source/backlog/custom-labels/states/shared/rekogHelper.js +++ b/source/backlog/custom-labels/states/shared/rekogHelper.js @@ -1,16 +1,13 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); const { - Retry, + RekognitionClient, + StartProjectVersionCommand, + DescribeProjectVersionsCommand, + DetectCustomLabelsCommand, +} = require('@aws-sdk/client-rekognition'); +const { BacklogClient: { CustomBacklogJob, }, @@ -21,33 +18,40 @@ const { }, }, }, + xraysdkHelper, + retryStrategyHelper, } = require('service-backlog-lib'); class RekogHelper { - static getInstance() { - return new AWS.Rekognition({ - apiVersion: '2016-06-27', + static async startProjectVersion(params) { + const rekognitionClient = xraysdkHelper(new RekognitionClient({ customUserAgent: CustomUserAgent, - }); - } + retryStrategy: retryStrategyHelper(), + })); - static async startProjectVersion(params) { - const rekog = RekogHelper.getInstance(); - const fn = rekog.startProjectVersion.bind(rekog); - return Retry.run(fn, params, 3); + const command = new StartProjectVersionCommand(params); + return rekognitionClient.send(command) + .then((res) => ({ + ...res, + $metadata: undefined, + })); } static async describeProjectVersion(projectArn, projectVersionArn) { - const params = { + const rekognitionClient = xraysdkHelper(new RekognitionClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); + + const command = new DescribeProjectVersionsCommand({ ProjectArn: projectArn, MaxResults: 1, VersionNames: [ projectVersionArn.split('/')[3], ], - }; - const rekog = RekogHelper.getInstance(); - const fn = rekog.describeProjectVersions.bind(rekog); - const response = await Retry.run(fn, params, 4); + }); + + const response = await rekognitionClient.send(command); while (response.ProjectVersionDescriptions.length) { const item = response.ProjectVersionDescriptions.shift(); @@ -58,15 +62,25 @@ class RekogHelper { }; } } + return { status: 'UNKNOWN', }; } static async detectCustomLabels(params) { - const rekog = RekogHelper.getInstance(); - const fn = rekog.detectCustomLabels.bind(rekog); - return Retry.run(fn, params, 3); + const rekognitionClient = xraysdkHelper(new RekognitionClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); + + const command = new DetectCustomLabelsCommand(params); + + return rekognitionClient.send(command) + .then((res) => ({ + ...res, + $metadata: undefined, + })); } static async updateProjectVersionTTL(projectVersionArn, ttl) { diff --git a/source/backlog/status-updater/index.js b/source/backlog/status-updater/index.js index ab9c2f9..2a7a026 100644 --- a/source/backlog/status-updater/index.js +++ b/source/backlog/status-updater/index.js @@ -3,6 +3,7 @@ const { BacklogJob, + M2CException, } = require('service-backlog-lib'); const CloudWatchStatus = require('./lib/cloudwatch'); const SnsStatus = require('./lib/sns'); @@ -21,7 +22,7 @@ exports.handler = async (event, context) => { && (event.Records[0].Sns || {}).TopicArn === topic.SNSTopicArn) { instance = new SnsStatus(event, context); } else { - throw new Error('event not supported. exiting....'); + throw new M2CException('event not supported. exiting....'); } return instance.process(); } catch (e) { diff --git a/source/backlog/status-updater/jest.config.js b/source/backlog/status-updater/jest.config.js index 8a15fd9..fc60953 100644 --- a/source/backlog/status-updater/jest.config.js +++ b/source/backlog/status-updater/jest.config.js @@ -1,6 +1,5 @@ module.exports = { - setupTestFrameworkScriptFile: 'tests/setup.js', - transform: { + transform: { '^.+\\.jsx?$': 'babel-jest', }, roots: [''], diff --git a/source/backlog/status-updater/lib/cloudwatch/customlabelsStateMachineStatus.js b/source/backlog/status-updater/lib/cloudwatch/customlabelsStateMachineStatus.js index a5f47ae..875588d 100644 --- a/source/backlog/status-updater/lib/cloudwatch/customlabelsStateMachineStatus.js +++ b/source/backlog/status-updater/lib/cloudwatch/customlabelsStateMachineStatus.js @@ -1,16 +1,11 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); const { - Retry, + SFNClient, + DescribeExecutionCommand, +} = require('@aws-sdk/client-sfn'); +const { BacklogClient: { CustomBacklogJob, }, @@ -24,6 +19,8 @@ const { }, }, }, + xraysdkHelper, + retryStrategyHelper, } = require('service-backlog-lib'); class CustomLabelsStateMachineStatus { @@ -62,22 +59,36 @@ class CustomLabelsStateMachineStatus { async process() { /* mesh state machine output that gets passsed to EventBridge */ const state = States.DetectCustomLabels; - const step = new AWS.StepFunctions({ - apiVersion: '2016-11-23', + + const stepfunctionClient = xraysdkHelper(new SFNClient({ customUserAgent: CustomUserAgent, - }); - const fn = step.describeExecution.bind(step); - const output = await Retry.run(fn, { + retryStrategy: retryStrategyHelper(), + })); + + const command = new DescribeExecutionCommand({ executionArn: this.executionArn, - }).then(data => - ((data.output) - ? { - stateMachineOutput: ((JSON.parse(data.output) || {}).output || {})[state], + }); + + const response = await stepfunctionClient.send(command) + .then((res) => { + if (res.output) { + const parsed = JSON.parse(res.output) || {}; + return { + stateMachineOutput: (parsed.output || {})[state], + }; } - : undefined)) - .catch(() => undefined); + return undefined; + }) + .catch(() => + undefined); + const backlog = new CustomBacklogJob(); - return backlog.deleteJob(this.executionArn, this.status, output); + + return backlog.deleteJob( + this.executionArn, + this.status, + response + ); } } diff --git a/source/backlog/status-updater/lib/cloudwatch/index.js b/source/backlog/status-updater/lib/cloudwatch/index.js index efa9639..f76a0f0 100644 --- a/source/backlog/status-updater/lib/cloudwatch/index.js +++ b/source/backlog/status-updater/lib/cloudwatch/index.js @@ -1,6 +1,8 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 - +const { + M2CException, +} = require('service-backlog-lib'); const MediaConvertStatus = require('./mediaconvertStatus'); const TranscribeStatus = require('./transcribeStatus'); const CustomLabelsStateMachineStatus = require('./customlabelsStateMachineStatus'); @@ -28,23 +30,15 @@ class CloudWatchStatus { } async process() { - let instance; - switch (this.source) { - case MediaConvertStatus.SourceType: - instance = new MediaConvertStatus(this); - break; - case TranscribeStatus.SourceType: - instance = new TranscribeStatus(this); - break; - case CustomLabelsStateMachineStatus.SourceType: - instance = new CustomLabelsStateMachineStatus(this); - break; - default: - instance = undefined; - } - + const instance = (this.source === MediaConvertStatus.SourceType) + ? new MediaConvertStatus(this) + : (this.source === TranscribeStatus.SourceType) + ? new TranscribeStatus(this) + : (this.source === CustomLabelsStateMachineStatus.SourceType) + ? new CustomLabelsStateMachineStatus(this) + : undefined; if (!instance) { - throw new Error(`${this.source} not supported`); + throw new M2CException(`${this.source} not supported`); } return instance.process(); } diff --git a/source/backlog/status-updater/package-lock.json b/source/backlog/status-updater/package-lock.json index 88e61a8..3c6ba9e 100644 --- a/source/backlog/status-updater/package-lock.json +++ b/source/backlog/status-updater/package-lock.json @@ -1,8780 +1,36 @@ { "name": "backlog-status-updater", - "version": "1.0.0", - "lockfileVersion": 2, + "version": "3.0.0", + "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "backlog-status-updater", - "version": "1.0.0", - "license": "Apache-2.0", + "version": "3.0.0", + "license": "MIT-0", "devDependencies": { - "@babel/plugin-transform-modules-commonjs": "^7.19.6", - "jest": "^29.3.1", "service-backlog-lib": "file:../../layers/service-backlog-lib" } }, "../../layers/service-backlog-lib": { "version": "1.0.0", "dev": true, - "license": "Apache-2.0", "devDependencies": { - "aws-sdk": "2.831.0", - 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"dev": true + "node_modules/service-backlog-lib": { + "resolved": "../../layers/service-backlog-lib", + "link": true } } } diff --git a/source/backlog/status-updater/package.json b/source/backlog/status-updater/package.json index 3e558f1..13aed73 100644 --- a/source/backlog/status-updater/package.json +++ b/source/backlog/status-updater/package.json @@ -1,6 +1,6 @@ { "name": "backlog-status-updater", - "version": "1.0.0", + "version": "3.0.0", "description": "Backlog Status Updater handle events from Amazon CloudWatch Event and Amazon SNS services", "main": "index.js", "private": true, @@ -9,18 +9,13 @@ "test": "jest --coverage --coverageDirectory=../../coverage", "build:clean": "rm -rf dist && mkdir -p dist", "build:copy": "cp -rv index.js package.json lib dist/", - "build:install": "cd dist && npm install --omit=dev --omit=optional", + "build:install": "cd dist && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" }, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, - "license": "Apache-2.0", + "author": "aws-mediaent-solutions", + "license": "MIT-0", "devDependencies": { - "service-backlog-lib": "file:../../layers/service-backlog-lib", - "@babel/plugin-transform-modules-commonjs": "^7.19.6", - "jest": "^29.3.1" + "service-backlog-lib": "file:../../layers/service-backlog-lib" } } diff --git a/source/backlog/status-updater/setEnvVars.js b/source/backlog/status-updater/setEnvVars.js index 331686f..b29b464 100644 --- a/source/backlog/status-updater/setEnvVars.js +++ b/source/backlog/status-updater/setEnvVars.js @@ -2,7 +2,7 @@ process.env.ENV_ES_DOMAIN_ENDPOINT = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_ID = 'Test_ENV_Variable'; process.env.ENV_RESOURCE_PREFIX = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_UUID = 'Test_ENV_Variable'; -process.env.ENV_ANONYMIZED_USAGE = 'Test_ENV_Variable'; +process.env.ENV_ANONYMOUS_USAGE = 'Test_ENV_Variable'; process.env.ENV_IOT_HOST = 'Test_ENV_Variable'; process.env.ENV_IOT_TOPIC = 'Test_ENV_Variable'; process.env.ENV_PROXY_BUCKET = 'Test_ENV_Variable'; diff --git a/source/backlog/stream-connector/jest.config.js b/source/backlog/stream-connector/jest.config.js index 8a15fd9..fc60953 100644 --- a/source/backlog/stream-connector/jest.config.js +++ b/source/backlog/stream-connector/jest.config.js @@ -1,6 +1,5 @@ module.exports = { - setupTestFrameworkScriptFile: 'tests/setup.js', - transform: { + transform: { '^.+\\.jsx?$': 'babel-jest', }, roots: [''], diff --git a/source/backlog/stream-connector/package-lock.json b/source/backlog/stream-connector/package-lock.json index 29953f4..a96c539 100644 --- a/source/backlog/stream-connector/package-lock.json +++ b/source/backlog/stream-connector/package-lock.json @@ -1,8780 +1,36 @@ { "name": "backlog-stream-connector", - "version": "1.0.0", - "lockfileVersion": 2, + "version": "3.0.0", + "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "backlog-stream-connector", - "version": "1.0.0", - "license": "Apache-2.0", + "version": "3.0.0", + "license": "MIT-0", "devDependencies": { - "@babel/plugin-transform-modules-commonjs": "^7.19.6", - "jest": "^29.3.1", "service-backlog-lib": "file:../../layers/service-backlog-lib" } }, "../../layers/service-backlog-lib": { "version": "1.0.0", "dev": true, - "license": "Apache-2.0", "devDependencies": { - "aws-sdk": "2.831.0", - 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"dev": true + "node_modules/service-backlog-lib": { + "resolved": "../../layers/service-backlog-lib", + "link": true } } } diff --git a/source/backlog/stream-connector/package.json b/source/backlog/stream-connector/package.json index bd55ab8..69ce713 100644 --- a/source/backlog/stream-connector/package.json +++ b/source/backlog/stream-connector/package.json @@ -1,6 +1,6 @@ { "name": "backlog-stream-connector", - "version": "1.0.0", + "version": "3.0.0", "description": "Backlog Stream Connector handles changes on Backlog table, triggered by Amazon DynamoDB Stream", "main": "index.js", "private": true, @@ -9,18 +9,13 @@ "test": "jest --coverage --coverageDirectory=../../coverage", "build:clean": "rm -rf dist && mkdir -p dist", "build:copy": "cp -rv index.js package.json dist/", - "build:install": "cd dist && npm install --omit=dev --omit=optional", + "build:install": "cd dist && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" }, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, - "license": "Apache-2.0", + "author": "aws-mediaent-solutions", + "license": "MIT-0", "devDependencies": { - "service-backlog-lib": "file:../../layers/service-backlog-lib", - "@babel/plugin-transform-modules-commonjs": "^7.19.6", - "jest": "^29.3.1" + "service-backlog-lib": "file:../../layers/service-backlog-lib" } } diff --git a/source/backlog/stream-connector/setEnvVars.js b/source/backlog/stream-connector/setEnvVars.js index 331686f..b29b464 100644 --- a/source/backlog/stream-connector/setEnvVars.js +++ b/source/backlog/stream-connector/setEnvVars.js @@ -2,7 +2,7 @@ process.env.ENV_ES_DOMAIN_ENDPOINT = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_ID = 'Test_ENV_Variable'; process.env.ENV_RESOURCE_PREFIX = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_UUID = 'Test_ENV_Variable'; -process.env.ENV_ANONYMIZED_USAGE = 'Test_ENV_Variable'; +process.env.ENV_ANONYMOUS_USAGE = 'Test_ENV_Variable'; process.env.ENV_IOT_HOST = 'Test_ENV_Variable'; process.env.ENV_IOT_TOPIC = 'Test_ENV_Variable'; process.env.ENV_PROXY_BUCKET = 'Test_ENV_Variable'; diff --git a/source/build/package-lock.json b/source/build/package-lock.json index 366386e..63fd500 100644 --- a/source/build/package-lock.json +++ b/source/build/package-lock.json @@ -1,7423 +1,189 @@ { "name": "post-build", "version": "1.0.0", - 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"dev": true - }, - "yocto-queue": { - "version": "0.1.0", - "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz", - "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==", - "dev": true + "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==" } } } diff --git a/source/build/package.json b/source/build/package.json index 80cd1bf..9dd5e42 100644 --- a/source/build/package.json +++ b/source/build/package.json @@ -5,18 +5,12 @@ "main": "post-build.js", "private": true, "dependencies": { - "@rollup/stream": "^3.0.0", - "glob": "^10.3.3", - "rollup": "^3.28.1", - "terser": "^5.19.3" + "@rollup/stream": "^2.0.0", + "glob": "^7.2.3", + "rollup": "^2.79.1", + "terser": "^4.8.1" }, "scripts": {}, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, - "license": "Apache-2.0", - "devDependencies": { - "jest": "^29.4.3" - } + "author": "aws-mediaent-solutions", + "license": "MIT-0" } diff --git a/source/build/post-build.js b/source/build/post-build.js index 9420445..c1e2f4f 100644 --- a/source/build/post-build.js +++ b/source/build/post-build.js @@ -15,6 +15,11 @@ const COMMAND = { BUILDHTML: 'build-html', }; +const EXTERNAL_IMPORTS = [ + '/solution-manifest.js', + '/third_party/dist/js/timecode.min.js', +]; + function usage(message) { if (message) { console.error(`ERROR: ${message}`); @@ -51,32 +56,27 @@ function parseCmdline() { while (args.length) { options[args.shift().slice(2)] = args.shift(); } - switch (command) { - case COMMAND.ROLLUP: - if (!options.input) { - return usage('\'--input\' must be specified'); - } - if (!options.output) { - return usage('\'--output\' must be specified'); - } - break; - case COMMAND.BUILDHTML: - if (!options.html) { - return usage('\'--html\' must be specified'); - } - break; - case COMMAND.MINIFY: - if (!options.dir) { - return usage('\'--dir\' must be specified'); - } - break; - case COMMAND.INJECTSRI: - if (!options.html) { - return usage('\'--html\' must be specified'); - } - break; - default: - return usage(`command '${command}' not supported`); + if (command === COMMAND.ROLLUP) { + if (!options.input) { + return usage('\'--input\' must be specified'); + } + if (!options.output) { + return usage('\'--output\' must be specified'); + } + } else if (command === COMMAND.BUILDHTML) { + if (!options.html) { + return usage('\'--html\' must be specified'); + } + } else if (command === COMMAND.MINIFY) { + if (!options.dir) { + return usage('\'--dir\' must be specified'); + } + } else if (command === COMMAND.INJECTSRI) { + if (!options.html) { + return usage('\'--html\' must be specified'); + } + } else { + return usage(`command '${command}' not supported`); } options.command = command; return options; @@ -114,9 +114,7 @@ async function rollupCommand(options) { output: { format: 'es', }, - external: [ - '/solution-manifest.js', - ], + external: EXTERNAL_IMPORTS, }); let bundle = ''; @@ -127,14 +125,24 @@ async function rollupCommand(options) { stream.on('error', e => reject(e)); }); - if (!output || output[0].indexOf('import SolutionManifest') !== 0) { + + if (!output || output.findIndex((x) => x.indexOf('import SolutionManifest') >= 0) < 0) { throw new Error(`fail to rollup ${options.input}`); } + + /* convert relative path to absolute path for the external libraries */ + EXTERNAL_IMPORTS.forEach((external) => { + const idx = output + .findIndex((x) => + x.indexOf(external) > 0); + if (idx >= 0) { + output[idx] = output[idx].replace(/(\.\.\/)+/g, '/'); + } + }); console.log(`>>> rollup ${options.input} END...`); - output[0] = 'import SolutionManifest from \'/solution-manifest.js\';'; console.log('>>> terser.minify BEGIN...'); - const minified = await Terser.minify(output.join('\n'), { + const minified = Terser.minify(output.join('\n'), { ecma: 6, // keep_classnames: true, // warnings: 'verbose', @@ -147,15 +155,23 @@ async function rollupCommand(options) { return options.output; } +// eslint-disable-next-line +// nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal async function minifyJSCommand(options) { + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal let parsed = PATH.parse(PATH.resolve(options.dir)); if (parsed.ext.length > 0) { parsed = parsed.dir; } else { + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal parsed = PATH.join(parsed.dir, parsed.base); } const files = await new Promise((resolve, reject) => { + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal GLOB(PATH.join(parsed, '**/*.js'), (e, data) => ((e) ? reject(e) @@ -225,6 +241,8 @@ function insertSRI(line, rootDir, regex) { throw new Error(`failed to find '>' enclose tag: ${line}`); } + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal const path = PATH.resolve(PATH.join(rootDir, found[1])); const integrity = computeFileSHA384(path); return [ @@ -236,6 +254,7 @@ function insertSRI(line, rootDir, regex) { function createBackupCopy(path) { const buffer = FS.readFileSync(path); + // FS.writeFileSync(`${path}.bak`, buffer); return buffer; } diff --git a/source/custom-resources/index.js b/source/custom-resources/index.js index bac0892..da50f2b 100644 --- a/source/custom-resources/index.js +++ b/source/custom-resources/index.js @@ -13,6 +13,10 @@ exports.handler = async (event, context) => { const resource = event.ResourceType.split(':').pop(); let handler; switch (resource) { + // version compatibility statement + case 'CheckVersionCompatibilityStatement': + handler = require('./lib/versionCompatibility').CheckVersionCompatibilityStatement; + break; /* SNS */ case 'EmailSubscribe': handler = require('./lib/sns/index').EmailSubscribe; @@ -21,9 +25,6 @@ exports.handler = async (event, context) => { case 'CopyWebContent': handler = require('./lib/web/index').CopyWebContent; break; - case 'UpdateManifest': - handler = require('./lib/web/index').UpdateManifest; - break; case 'CreateSolutionManifest': handler = require('./lib/web/index').UpdateManifest; break; @@ -34,10 +35,6 @@ exports.handler = async (event, context) => { case 'ConfigureBucketNotification': handler = require('./lib/s3/index').ConfigureBucketNotification; break; - /* string */ - case 'StringManipulation': - handler = require('./lib/string/index').StringManipulation; - break; /* mediaconvert */ case 'MediaConvertEndpoint': handler = require('./lib/mediaconvert/index').MediaConvertEndpoint; @@ -53,17 +50,6 @@ exports.handler = async (event, context) => { case 'RegisterUser': handler = require('./lib/cognito/index').RegisterUser; break; - /* sagemaker */ - case 'ConfigureWorkteam': - handler = require('./lib/groundTruth/index').ConfigureWorkteam; - break; - /* rekognition */ - case 'CreateFaceCollection': - handler = require('./lib/rekognition').CreateFaceCollection; - break; - case 'CreateCustomVocabulary': - handler = require('./lib/transcribe').CreateCustomVocabulary; - break; case 'CreateSolutionUuid': handler = require('./lib/solution').CreateSolutionUuid; break; @@ -73,16 +59,30 @@ exports.handler = async (event, context) => { case 'CreateIndex': handler = require('./lib/elasticsearch').CreateIndex; break; - case 'CreatePipeline': - handler = require('./lib/elastictranscoder').CreatePipeline; - break; /* cloudfront */ case 'InvalidateCache': handler = require('./lib/cloudfront').InvalidateCache; break; - /* sagemaker */ - case 'DescribeSageMakerEndpoint': - handler = require('./lib/sagemaker').DescribeSageMakerEndpoint; + /* neptune */ + case 'NeptuneDBCluster': + handler = require('./lib/neptune').NeptuneDBCluster; + break; + case 'NeptuneDBInstance': + handler = require('./lib/neptune').NeptuneDBInstance; + break; + // codebuild + case 'StartBuild': + handler = require('./lib/codebuild').StartBuild; + break; + case 'PostBuild': + handler = require('./lib/codebuild').PostBuild; + break; + case 'StartBuildDelayResponse': + handler = require('./lib/codebuild').StartBuildDelayResponse; + break; + // ecr + case 'ECRDescribeImages': + handler = require('./lib/ecr').ECRDescribeImages; break; default: break; @@ -94,6 +94,13 @@ exports.handler = async (event, context) => { response = await handler(event, context); console.log(`response = ${JSON.stringify(response, null, 2)}`); + // Workaround: for AWS::CloudFormation::WaitCondition not able to update stack + // Delay response and let other resource such as CodeBuild to send the response. + if (response.DELAYRESPONSE !== undefined + && response.DELAYRESPONSE === '1') { + return response; + } + return cfResponse.send(response); } catch (e) { console.error(e); diff --git a/source/custom-resources/lib/cloudfront/index.js b/source/custom-resources/lib/cloudfront/index.js index 5462d8e..99a22b4 100644 --- a/source/custom-resources/lib/cloudfront/index.js +++ b/source/custom-resources/lib/cloudfront/index.js @@ -1,44 +1,55 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + CloudFrontClient, + CreateInvalidationCommand, +} = require('@aws-sdk/client-cloudfront'); +const { + xraysdkHelper, + retryStrategyHelper, + M2CException, +} = require('core-lib'); const mxBaseResponse = require('../shared/mxBaseResponse'); class X0 extends mxBaseResponse(class {}) {} +const CUSTOM_USER_AGENT = process.env.ENV_CUSTOM_USER_AGENT; + /** * @function InvalidateCache * @param {object} event * @param {object} context */ exports.InvalidateCache = async (event, context) => { - const x0 = new X0(event, context); + let x0; + try { + x0 = new X0(event, context); + if (!x0.isRequestType('Update')) { x0.storeResponseData('Status', 'SKIPPED'); return x0.responseData; } + const data = event.ResourceProperties.Data; const missing = [ 'DistributionId', 'Paths', ].filter(x => data[x] === undefined); if (missing.length) { - throw new Error(`missing ${missing.join(', ')}`); + throw new M2CException(`missing ${missing.join(', ')}`); } - const reference = (data.LastUpdated || new Date().toISOString()).replace(/\D/g, ''); - const cf = new AWS.CloudFront({ - apiVersion: '2020-05-31', - customUserAgent: process.env.ENV_CUSTOM_USER_AGENT, - }); - const id = await cf.createInvalidation({ + + const reference = (data.LastUpdated || new Date().toISOString()) + .replace(/[^0-9]/g, ''); + + const cloudfrontClient = xraysdkHelper(new CloudFrontClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new CreateInvalidationCommand({ DistributionId: data.DistributionId, InvalidationBatch: { CallerReference: reference, @@ -47,18 +58,24 @@ exports.InvalidateCache = async (event, context) => { Quantity: data.Paths.length, }, }, - }).promise() - .then(res => { - console.log(`[INFO]: InvalidateCache: success: id=${res.Invalidation.Id} status=${res.Invalidation.Status}`); - return res.Invalidation.Id; - }) - .catch((e) => { - console.error(`[ERR]: InvalidateCache: ${e.code} ${e.message}`); + }); + + return cloudfrontClient.send(command) + .then((res) => { + x0.storeResponseData('Id', res.Invalidation.Id); + return x0.responseData; }); - x0.storeResponseData('Id', id || 'None'); - return x0.responseData; } catch (e) { - e.message = `[ERR]: InvalidateCache: ${e.code} ${e.message}`; - throw e; + console.error( + 'ERR:', + 'InvalidateCache:', + 'CreateInvalidationCommand:', + e.$metadata.httpStatusCode, + e.name, + e.message + ); + + x0.storeResponseData('Id', 'None'); + return x0.responseData; } }; diff --git a/source/custom-resources/lib/codebuild/index.js b/source/custom-resources/lib/codebuild/index.js new file mode 100644 index 0000000..78d478a --- /dev/null +++ b/source/custom-resources/lib/codebuild/index.js @@ -0,0 +1,184 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + CodeBuildClient, + StartBuildCommand, +} = require('@aws-sdk/client-codebuild'); +const mxBaseResponse = require('../shared/mxBaseResponse'); + +/** + * @function StartBuild + * @param {object} event + * @param {object} context + */ +exports.StartBuild = async (event, context) => { + try { + class X0 extends mxBaseResponse(class {}) {} + const x0 = new X0(event, context); + + // not handle Delete event + if (x0.isRequestType('Delete')) { + x0.storeResponseData('Status', 'SKIPPED'); + return x0.responseData; + } + + const data = event.ResourceProperties.Data; + const missing = [ + 'projectName', + 'environmentVariablesOverride', + ].filter((x) => + data[x] === undefined); + + if (missing.length) { + throw new Error(`missing ${missing.join(', ')}`); + } + + const codebuild = new CodeBuildClient(); + + const command = new StartBuildCommand(data); + + return codebuild.send(command) + .then((res) => { + x0.storeResponseData('Id', res.build.id); + x0.storeResponseData('Arn', res.build.arn); + x0.storeResponseData('Status', 'SUCCESS'); + return x0.responseData; + }); + } catch (e) { + console.error( + 'ERR:', + 'StartBuild:', + 'StartBuildCommand:', + (e.$metadata || {}).httpStatusCode || 500, + e.name, + e.message + ); + throw e; + } +}; + +/** + * @function PostBuild + * @param {object} event + * @param {object} context + */ +exports.PostBuild = async (event, context) => { + try { + class X0 extends mxBaseResponse(class {}) {} + const x0 = new X0(event, context); + + // not handle Delete event + if (x0.isRequestType('Delete')) { + x0.storeResponseData('Status', 'SKIPPED'); + return x0.responseData; + } + + const data = event.ResourceProperties.Data; + const missing = [ + 'WaitConditionData', + ].filter((x) => + data[x] === undefined); + + if (missing.length) { + throw new Error(`missing ${missing.join(', ')}`); + } + + Object.keys(data) + .forEach((key) => { + x0.storeResponseData(key, data[key]); + }); + + x0.storeResponseData('Status', 'SUCCESS'); + + return x0.responseData; + } catch (e) { + console.error( + 'ERR:', + 'PostBuild:', + (e.$metadata || {}).httpStatusCode || 500, + e.name, + e.message + ); + throw e; + } +}; + +/** + * @function StartBuildDelayResponse + * @param {object} event + * @param {object} context + */ +exports.StartBuildDelayResponse = async (event, context) => { + try { + class X0 extends mxBaseResponse(class {}) {} + const x0 = new X0(event, context); + + // not handle Delete event + if (x0.isRequestType('Delete')) { + x0.storeResponseData('Status', 'SKIPPED'); + return x0.responseData; + } + + const data = event.ResourceProperties.Data; + const missing = [ + 'projectName', + 'environmentVariablesOverride', + ].filter((x) => + data[x] === undefined); + + if (missing.length) { + throw new Error(`missing ${missing.join(', ')}`); + } + + // adding CFN_xxx for codebuild to signal cloudformation stack + data.environmentVariablesOverride.push({ + type: 'PLAINTEXT', + name: 'CFN_ResponseURL', + value: event.ResponseURL, + }); + data.environmentVariablesOverride.push({ + type: 'PLAINTEXT', + name: 'CFN_PhysicalResourceId', + value: event.PhysicalResourceId || context.logStreamName, + }); + data.environmentVariablesOverride.push({ + type: 'PLAINTEXT', + name: 'CFN_StackId', + value: event.StackId, + }); + data.environmentVariablesOverride.push({ + type: 'PLAINTEXT', + name: 'CFN_RequestId', + value: event.RequestId, + }); + data.environmentVariablesOverride.push({ + type: 'PLAINTEXT', + name: 'CFN_LogicalResourceId', + value: event.LogicalResourceId, + }); + + const codebuild = new CodeBuildClient(); + + const command = new StartBuildCommand(data); + + return codebuild.send(command) + .then((res) => { + x0.storeResponseData('Id', res.build.id); + x0.storeResponseData('Arn', res.build.arn); + x0.storeResponseData('Status', 'SUCCESS'); + x0.storeResponseData('DELAYRESPONSE', '1'); + return x0.responseData; + }); + } catch (e) { + console.error( + 'ERR:', + 'StartBuild:', + 'StartBuildCommand:', + (e.$metadata || {}).httpStatusCode || 500, + e.name, + e.message + ); + throw e; + } +}; diff --git a/source/custom-resources/lib/cognito/index.js b/source/custom-resources/lib/cognito/index.js index cf34a26..5425c52 100644 --- a/source/custom-resources/lib/cognito/index.js +++ b/source/custom-resources/lib/cognito/index.js @@ -1,28 +1,33 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + CognitoIdentityProviderClient, + AdminCreateUserCommand, +} = require('@aws-sdk/client-cognito-identity-provider'); +const { + xraysdkHelper, + retryStrategyHelper, + M2CException, +} = require('core-lib'); const mxBaseResponse = require('../shared/mxBaseResponse'); +const CUSTOM_USER_AGENT = process.env.ENV_CUSTOM_USER_AGENT; + +class X0 extends mxBaseResponse(class {}) {} + /** * @function RegisterUser * @param {object} event * @param {object} context */ exports.RegisterUser = async (event, context) => { - console.log(`event = ${JSON.stringify(event, null, 2)}`); - - class X0 extends mxBaseResponse(class {}) {} - const x0 = new X0(event, context); + let x0; try { + console.log(`event = ${JSON.stringify(event, null, 2)}`); + + x0 = new X0(event, context); if (x0.isRequestType('Delete')) { x0.storeResponseData('Status', 'SKIPPED'); return x0.responseData; @@ -30,11 +35,12 @@ exports.RegisterUser = async (event, context) => { const data = event.ResourceProperties.Data || {}; if (!data.UserPoolId) { - throw new Error('UserPoolId must be specified'); + throw new M2CException('UserPoolId must be specified'); } if (!data.Username || (!data.Email && !data.TemporaryCode)) { - throw new Error('Username and Email or TemporarCode must be specified'); + throw new M2CException('Username and Email or TemporarCode must be specified'); } + let params = { UserPoolId: data.UserPoolId, Username: data.Username, @@ -45,6 +51,7 @@ exports.RegisterUser = async (event, context) => { TemporaryPassword: data.TemporaryCode, }; } + if (data.Email) { params = { ...params, @@ -63,21 +70,29 @@ exports.RegisterUser = async (event, context) => { ], }; } - const cognito = new AWS.CognitoIdentityServiceProvider({ - apiVersion: '2016-04-18', - customUserAgent: process.env.ENV_CUSTOM_USER_AGENT, - }); - await cognito.adminCreateUser(params).promise() - .catch((e) => { - console.error(`[ERR]: cognito.adminCreateUser: ${e.code} ${e.message} ${JSON.stringify(params, null, 2)}`); - throw e; + const cognitoIdpClient = xraysdkHelper(new CognitoIdentityProviderClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new AdminCreateUserCommand(params); + + return cognitoIdpClient.send(command) + .then(() => { + x0.storeResponseData('Username', data.Username); + x0.storeResponseData('Status', 'SUCCESS'); + return x0.responseData; }); - x0.storeResponseData('Username', data.Username); - x0.storeResponseData('Status', 'SUCCESS'); - return x0.responseData; } catch (e) { - e.message = `RegisterUser: ${e.message}`; - console.error(e); + console.error( + 'ERR:', + 'RegisterUser:', + 'AdminCreateUserCommand:', + e.$metadata.httpStatusCode, + e.name, + e.message + ); + x0.storeResponseData('Status', 'FAILED'); return x0.responseData; } diff --git a/source/custom-resources/lib/ecr/index.js b/source/custom-resources/lib/ecr/index.js new file mode 100644 index 0000000..f4e76ec --- /dev/null +++ b/source/custom-resources/lib/ecr/index.js @@ -0,0 +1,104 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + ECRClient, + DescribeImagesCommand, +} = require('@aws-sdk/client-ecr'); +const mxBaseResponse = require('../shared/mxBaseResponse'); + +const REGION = process.env.AWS_REGION; + +const SUFFIX_REPO = 'RepositoryName'; +const SUFFIX_TAG = 'ImageTag'; +const SUFFIX_URI = 'ImageUri'; +const SUFFIX_DIGEST = 'ImageDigest'; + +/** + * @function ECRDescribeImages + * @param {object} event + * @param {object} context + */ +exports.ECRDescribeImages = async (event, context) => { + try { + class X0 extends mxBaseResponse(class {}) {} + const x0 = new X0(event, context); + + // not handle Delete event + if (x0.isRequestType('Delete')) { + x0.storeResponseData('Status', 'SKIPPED'); + return x0.responseData; + } + + const data = event.ResourceProperties.Data; + const missing = []; + + const imageNames = Object.keys(data); + imageNames.forEach((name) => { + if (!data[name].registryId + || !data[name].repositoryName + || !((data[name].imageIds || [])[0] || {}).imageTag) { + missing.push(`${name}.registryId, repositoryName, or imageTag`); + } + }); + + if (missing.length) { + throw new Error(`missing ${missing.join(', ')}`); + } + + const ecr = new ECRClient(); + + for (let i = 0; i < imageNames.length; i += 1) { + const name = imageNames[i]; + const item = data[name]; + + const imageUri = `${name}${SUFFIX_URI}`; + const imageDigest = `${name}${SUFFIX_DIGEST}`; + const imageRepo = `${name}${SUFFIX_REPO}`; + const imageTag = `${name}${SUFFIX_TAG}`; + + x0.storeResponseData( + imageRepo, + item.repositoryName + ); + x0.storeResponseData( + imageTag, + item.imageIds[0].imageTag + ); + + const command = new DescribeImagesCommand(item); + await ecr.send(command) + .then((res) => { + const detail = (res.imageDetails || [])[0] || {}; + if (detail.imageDigest) { + x0.storeResponseData( + imageDigest, + detail.imageDigest + ); + x0.storeResponseData( + imageUri, + `${detail.registryId}.dkr.ecr.${REGION}.amazonaws.com/${detail.repositoryName}:${detail.imageTags[0]}` + ); + } + }) + .catch(() => { + x0.storeResponseData(imageUri, ''); + x0.storeResponseData(imageDigest, ''); + }); + } + + x0.storeResponseData('Status', 'SUCCESS'); + + return x0.responseData; + } catch (e) { + console.error( + 'ERR:', + 'ECR:', + 'DescribeImagesCommand:', + (e.$metadata || {}).httpStatusCode || 500, + e.name, + e.message + ); + throw e; + } +}; diff --git a/source/custom-resources/lib/elasticsearch/index.js b/source/custom-resources/lib/elasticsearch/index.js index 3765228..976f0ca 100644 --- a/source/custom-resources/lib/elasticsearch/index.js +++ b/source/custom-resources/lib/elasticsearch/index.js @@ -3,6 +3,7 @@ const { Indexer, + M2CException, } = require('core-lib'); const mxBaseResponse = require('../shared/mxBaseResponse'); @@ -26,12 +27,27 @@ exports.CreateIndex = async (event, context) => { const data = event.ResourceProperties.Data; if (!data.DomainEndpoint) { - throw new Error('missing DomainEndpoint'); + throw new M2CException('missing DomainEndpoint'); + } + const bUseOpenSearchSeverless = (Number(data.UseOpenSearchServerless || 0) > 0); + + const indexer = new Indexer( + data.DomainEndpoint, + bUseOpenSearchSeverless + ); + + let response; + // if index name and mappings exist, create an index with given data + if (data.IndexName && data.Mappings) { + response = await indexer.createIndex( + data.IndexName, + data.Mappings + ); + console.log(`Indexer.createIndex = ${JSON.stringify(response, null, 2)}`); + } else { + response = await indexer.batchCreateIndices(); + console.log(`Indexer.batchCreateIndices = ${JSON.stringify(response, null, 2)}`); } - - const indexer = new Indexer(data.DomainEndpoint); - const response = await indexer.batchCreateIndices(); - console.log(`Indexer.batchCreateIndices = ${JSON.stringify(response, null, 2)}`); x0.storeResponseData('Status', 'SUCCESS'); return x0.responseData; diff --git a/source/custom-resources/lib/elastictranscoder/index.js b/source/custom-resources/lib/elastictranscoder/index.js deleted file mode 100644 index 5e070dd..0000000 --- a/source/custom-resources/lib/elastictranscoder/index.js +++ /dev/null @@ -1,115 +0,0 @@ -// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. -// SPDX-License-Identifier: Apache-2.0 - -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); -const mxBaseResponse = require('../shared/mxBaseResponse'); - -/** - * @class ETS - * @description Elastic Transcoder service - */ -class ETS extends mxBaseResponse(class {}) { - constructor(event, context) { - super(event, context); - /* sanity check */ - const data = event.ResourceProperties.Data; - this.sanityCheck(data); - this.$data = data; - /* pipeline name max length is 40 */ - this.$data.Name = data.Name.slice(0, 40); - this.$instance = new AWS.ElasticTranscoder({ - apiVersion: '2012-09-25', - customUserAgent: process.env.ENV_CUSTOM_USER_AGENT, - }); - } - - sanityCheck(data) { - let missing = [ - 'Name', - 'InputBucket', - 'OutputBucket', - 'Role', - 'Notifications', - ].filter(x => data[x] === undefined); - if (missing.length) { - throw new Error(`missing ${missing.join(', ')}`); - } - missing = [ - 'Progressing', - 'Completed', - 'Warning', - 'Error', - ].filter(x => data.Notifications[x] === undefined); - if (missing.length) { - throw new Error(`missing ${missing.join(', ')}`); - } - } - - get data() { - return this.$data; - } - - get instance() { - return this.$instance; - } - - async create() { - const response = await this.instance.createPipeline({ - ...this.data, - }).promise(); - this.storeResponseData('PipelineId', response.Pipeline.Id); - this.storeResponseData('PipelineName', response.Pipeline.Name); - this.storeResponseData('PipelineArn', response.Pipeline.Arn); - this.storeResponseData('Status', 'SUCCESS'); - return this.responseData; - } - - async purge() { - let found; - let response; - do { - response = await this.instance.listPipelines({ - PageToken: (response || {}).NextPageToken, - }).promise(); - found = response.Pipelines.find(x => x.Name === this.data.Name); - } while (!found && (response || {}).NextPageToken); - - await this.instance.deletePipeline({ - Id: found.Id, - }).promise(); - - this.storeResponseData('Status', 'SUCCESS'); - return this.responseData; - } - - async update() { - await this.purge(); - await this.create(); - this.storeResponseData('Status', 'SUCCESS'); - return this.responseData; - } -} - -/** - * @function CreatePipeline - * @param {object} event - * @param {object} context - */ -exports.CreatePipeline = async (event, context) => { - const instance = new ETS(event, context); - if (instance.isRequestType('Delete')) { - return instance.purge(); - } - if (instance.isRequestType('Update')) { - return instance.update(); - } - - return instance.create(); -}; diff --git a/source/custom-resources/lib/groundTruth/fixtures/email.template b/source/custom-resources/lib/groundTruth/fixtures/email.template deleted file mode 100644 index 4a17c8e..0000000 --- a/source/custom-resources/lib/groundTruth/fixtures/email.template +++ /dev/null @@ -1,136 +0,0 @@ - - - - - - - - -
-

- You're invited to work on a labeling project. - - -

-

- You will need this user name and temporary password to log in the first time. - - -

-

- User name: - {username} - - -

-

- Temporary password: - {####} - - -

-

- Open the link below to log in: - - -

-

- - %URI% - - - -

-

- After you log in with your temporary password, you are required to create a new one. - - -

-

- -   - -

-
- - diff --git a/source/custom-resources/lib/groundTruth/index.js b/source/custom-resources/lib/groundTruth/index.js deleted file mode 100644 index 9f16ade..0000000 --- a/source/custom-resources/lib/groundTruth/index.js +++ /dev/null @@ -1,25 +0,0 @@ -// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. -// SPDX-License-Identifier: Apache-2.0 - -/** - * @function ConfigureWorkteam - * @param {object} event - * @param {object} context - */ -exports.ConfigureWorkteam = async (event, context) => { - try { - const WorkTeam = require('./workTeam'); - - const instance = new WorkTeam(event, context); - if (instance.isRequestType('Delete')) { - return instance.deleteResource(); - } - if (instance.isRequestType('Update')) { - return instance.updateResource(); - } - return instance.createResource(); - } catch (e) { - e.message = `ConfigureWorkteam: ${e.message}`; - throw e; - } -}; diff --git a/source/custom-resources/lib/groundTruth/workTeam.js b/source/custom-resources/lib/groundTruth/workTeam.js deleted file mode 100644 index 7ee1f1f..0000000 --- a/source/custom-resources/lib/groundTruth/workTeam.js +++ /dev/null @@ -1,389 +0,0 @@ -// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. -// SPDX-License-Identifier: Apache-2.0 - -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); -const FS = require('fs'); -const PATH = require('path'); -const mxBaseResponse = require('../shared/mxBaseResponse'); - -/** - * @class WorkTeam - * @description configure SageMaker Workteam and Cognito - */ -class WorkTeam extends mxBaseResponse(class {}) { - constructor(event, context) { - super(event, context); - /* sanity check */ - const data = event.ResourceProperties.Data; - this.sanityCheck(data); - this.$data = data; - - this.$cognito = new AWS.CognitoIdentityServiceProvider({ - apiVersion: '2016-04-18', - customUserAgent: process.env.ENV_CUSTOM_USER_AGENT, - }); - - this.$sagemaker = new AWS.SageMaker({ - apiVersion: '2017-07-24', - customUserAgent: process.env.ENV_CUSTOM_USER_AGENT, - }); - } - - sanityCheck(data) { - const missing = [ - 'SolutionId', - 'StackName', - 'UserPool', - 'UserGroup', - 'AppClientId', - 'TopicArn', - 'UserPoolDomain', - ].filter(x => data[x] === undefined); - if (missing.length) { - throw new Error(`missing ${missing.join(', ')}`); - } - } - - get data() { - return this.$data; - } - - get solutionId() { - return this.data.SolutionId; - } - - get stackName() { - return this.data.StackName; - } - - get userPool() { - return this.data.UserPool; - } - - get userGroup() { - return this.data.UserGroup; - } - - get clientId() { - return this.data.AppClientId; - } - - get topicArn() { - return this.data.TopicArn; - } - - get userPoolDomain() { - return this.data.UserPoolDomain; - } - - get workteamName() { - return `${this.userPoolDomain}-team`; - } - - get cognito() { - return this.$cognito; - } - - get sagemaker() { - return this.$sagemaker; - } - - normalize(name) { - return name.replace(/[^a-zA-Z0-9-]/g, '-'); - } - - /** - * @function preconfigure - * @description pre-configure Cognito user pool before we can create work team - * * create cognito domain name - * * update app client to support OAuth - */ - async preconfigure() { - /* create cognito domain */ - await this.cognito.createUserPoolDomain({ - Domain: this.userPoolDomain, - UserPoolId: this.userPool, - }).promise(); - - /* update user pool client to enable OAuth in order to create workteam */ - await this.cognito.updateUserPoolClient({ - ClientId: this.clientId, - UserPoolId: this.userPool, - AllowedOAuthFlows: [ - 'code', - 'implicit', - ], - AllowedOAuthFlowsUserPoolClient: true, - AllowedOAuthScopes: [ - 'email', - 'openid', - 'profile', - ], - ExplicitAuthFlows: [ - 'USER_PASSWORD_AUTH', - ], - /* Ground Truth would update this when a workteam is created */ - CallbackURLs: [ - 'https://127.0.0.1', - ], - LogoutURLs: [ - 'https://127.0.0.1', - ], - SupportedIdentityProviders: [ - 'COGNITO', - ], - }).promise(); - } - - /** - * @function queryCurrentTeam - * @description get existing workteam. - */ - async queryCurrentTeam() { - const { - Workteams, - } = await this.sagemaker.listWorkteams({ - MaxResults: 100, - }).promise(); - - if (!Workteams.length) { - return undefined; - } - - const team = Workteams.shift(); - if (!team.MemberDefinitions || !team.MemberDefinitions.length) { - return undefined; - } - - const { - CognitoMemberDefinition, - } = team.MemberDefinitions.shift(); - - return { - UserPool: CognitoMemberDefinition.UserPool, - ClientId: CognitoMemberDefinition.ClientId, - }; - } - - /** - * @function cognitoCreateGroup - * @description create a user group under cognito user pool - * @param {string} userPool - */ - async cognitoCreateGroup(userPool) { - if (!userPool) { - throw new Error('cognitoCreateGroup - userPool is null'); - } - - /* create our user group under the existing cognito user pool */ - return this.cognito.createGroup({ - GroupName: this.userGroup, - Description: `${this.solutionId}-${this.stackName} labeling workteam user group`, - UserPoolId: userPool, - }).promise(); - } - - /** - * @function createTeam - * @description create a work team and return - * * workteam arn - * * subdomain url of the labeling web UI - * @param {object} [current] - */ - async createTeam(current = {}) { - /** - * if current team exists, we would need to use the 'existing' - * Cognito user pool and app client. - * In that case, we will create a new user group under 'that' - * Cognito user pool. - */ - if (current.UserPool) { - await this.cognitoCreateGroup(current.UserPool); - } - - const params = { - Description: `(${this.solutionId}) Media2Cloud labeling workteam`, - MemberDefinitions: [{ - CognitoMemberDefinition: { - UserPool: current.UserPool || this.userPool, - ClientId: current.ClientId || this.clientId, - UserGroup: this.userGroup, - }, - }], - WorkteamName: this.workteamName, - NotificationConfiguration: { - NotificationTopicArn: this.topicArn, - }, - Tags: [ - { - Key: 'SolutionId', - Value: this.solutionId, - }, - ], - }; - - await this.sagemaker.createWorkteam(params).promise(); - - const { - Workteam, - } = await this.sagemaker.describeWorkteam({ - WorkteamName: this.workteamName, - }).promise(); - - return Workteam; - } - - /** - * @function postconfigure - * @description simpy update email invite message of our user pool - * @param {object} team - */ - async postconfigure(team = {}) { - if (!team.SubDomain) { - throw new Error('postconfigure - SubDomain is null'); - } - - let template = PATH.join(PATH.dirname(__filename), 'fixtures/email.template'); - template = FS.readFileSync(template); - template = template.toString().replace(/%URI%/g, `https://${team.SubDomain}`); - - await this.cognito.updateUserPool({ - UserPoolId: this.userPool, - AdminCreateUserConfig: { - AllowAdminCreateUserOnly: true, - InviteMessageTemplate: { - EmailMessage: template, - EmailSubject: `You are invited by Media2Cloud ${this.workteamName} to work on a labeling project.`, - }, - }, - }).promise(); - } - - /** - * @function createResource - * @description create the following resources: - * * cognito domain - * * update client app auth flow - * * configure app integration - * * create sagemaker workteam - */ - async createResource() { - await this.preconfigure(); - - const current = await this.queryCurrentTeam(); - - const team = await this.createTeam(current); - - await this.postconfigure(team); - - this.storeResponseData('UserPool', (current && current.UserPool) || this.userPool); - this.storeResponseData('ClientId', (current && current.ClientId) || this.clientId); - this.storeResponseData('UserGroup', this.userGroup); - this.storeResponseData('TeamName', this.workteamName); - this.storeResponseData('TeamArn', team.WorkteamArn); - this.storeResponseData('Status', 'SUCCESS'); - - return this.responseData; - } - - /** - * @function deleteResource - * @description delete the following resources: - * * delete sagemaker workteam - * * delete cognito domain - */ - async deleteResource() { - try { - const { - Workteam, - } = await this.sagemaker.describeWorkteam({ - WorkteamName: this.workteamName, - }).promise(); - - /* delete workteam only if it exists */ - if ((Workteam || {}).WorkteamArn) { - const { - Success, - } = await this.sagemaker.deleteWorkteam({ - WorkteamName: this.workteamName, - }).promise(); - - if (!Success) { - throw new Error(`failed to delete Workteam, ${this.workteamName}`); - } - } - - /* delete user group */ - if ((Workteam || {}).MemberDefinitions) { - const { - UserGroup, - UserPool, - } = (Workteam.MemberDefinitions.shift() || {}).CognitoMemberDefinition || {}; - - /* only if the user group is created under a different cognito user pool */ - if (UserGroup && UserPool && this.userPool !== UserPool) { - await this.cognito.deleteGroup({ - GroupName: UserGroup, - UserPoolId: UserPool, - }).promise(); - } - } - } catch (e) { - console.error(e); - } - - try { - const response = await this.cognito.describeUserPoolDomain({ - Domain: this.userPoolDomain, - }).promise(); - - /* delete domain only if it exists */ - if (((response || {}).DomainDescription || {}).Domain) { - await this.cognito.deleteUserPoolDomain({ - Domain: this.userPoolDomain, - UserPoolId: this.userPool, - }).promise(); - } - } catch (e) { - console.error(e); - } - - this.storeResponseData('Status', 'DELETED'); - - return this.responseData; - } - - /** - * @function updateResource - * @description delete the original resource and create new resource - */ - async updateResource() { - await this.deleteResource(); - return this.createResource(); - } - - /** - * @function configure - * @description configure SageMaker Workteam and Cognito UserPool - */ - async configure() { - if (this.isRequestType('Delete')) { - return this.deleteResource(); - } - - if (this.isRequestType('Update')) { - return this.updateResource(); - } - - return this.createResource(); - } -} - -module.exports = WorkTeam; diff --git a/source/custom-resources/lib/iot/index.js b/source/custom-resources/lib/iot/index.js index db98dbb..c30c202 100644 --- a/source/custom-resources/lib/iot/index.js +++ b/source/custom-resources/lib/iot/index.js @@ -1,47 +1,65 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + IoTClient, + DescribeEndpointCommand, + ListTargetsForPolicyCommand, + DetachPolicyCommand, + InternalErrorException, +} = require('@aws-sdk/client-iot'); +const { + xraysdkHelper, + retryStrategyHelper, +} = require('core-lib'); const mxBaseResponse = require('../shared/mxBaseResponse'); +class X0 extends mxBaseResponse(class {}) {} + +const CUSTOM_USER_AGENT = process.env.ENV_CUSTOM_USER_AGENT; + /** * @function IotEndpoint * @param {object} event * @param {object} context */ exports.IotEndpoint = async (event, context) => { - try { - class X0 extends mxBaseResponse(class {}) {} - const x0 = new X0(event, context); + let x0; + try { + x0 = new X0(event, context); if (x0.isRequestType('Delete')) { x0.storeResponseData('Status', 'SKIPPED'); return x0.responseData; } - const iot = new AWS.Iot({ - apiVersion: '2015-05-28', - customUserAgent: process.env.ENV_CUSTOM_USER_AGENT, - }); - const response = await iot.describeEndpoint({ + const iotClient = xraysdkHelper(new IoTClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new DescribeEndpointCommand({ endpointType: 'iot:Data-ATS', - }).promise(); + }); - if (!(response || {}).endpointAddress) { - throw new Error('fail to get Iot endpoint'); - } - x0.storeResponseData('Endpoint', response.endpointAddress); - x0.storeResponseData('Status', 'SUCCESS'); - return x0.responseData; + return iotClient.send(command) + .then((res) => { + if (!(res || {}).endpointAddress) { + throw new InternalErrorException('fail to get Iot endpoint'); + } + x0.storeResponseData('Endpoint', res.endpointAddress); + x0.storeResponseData('Status', 'SUCCESS'); + return x0.responseData; + }); } catch (e) { - e.message = `IotEndpoint: ${e.message}`; + console.error( + 'ERR:', + 'IotEndpoint:', + 'DescribeEndpointCommand:', + e.$metadata.httpStatusCode, + e.name, + e.message + ); throw e; } }; @@ -52,10 +70,11 @@ exports.IotEndpoint = async (event, context) => { * @param {object} context */ exports.IotDetachPolices = async (event, context) => { - try { - class X0 extends mxBaseResponse(class {}) {} - const x0 = new X0(event, context); + let command; + let x0; + try { + x0 = new X0(event, context); if (x0.isRequestType('Create')) { x0.storeResponseData('Status', 'SKIPPED'); return x0.responseData; @@ -66,29 +85,57 @@ exports.IotDetachPolices = async (event, context) => { return x0.responseData; } - const iot = new AWS.Iot({ - apiVersion: '2015-05-28', - customUserAgent: process.env.ENV_CUSTOM_USER_AGENT, - }); - const { - targets = [], - } = await iot.listTargetsForPolicy({ + const iotClient = xraysdkHelper(new IoTClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + command = new ListTargetsForPolicyCommand({ policyName: event.ResourceProperties.Data.IotThingPolicy, pageSize: 200, - }).promise(); - console.log(JSON.stringify(targets, null, 2)); + }); + + const targets = await iotClient.send(command) + .then((res) => + res.targets || []); - const response = await Promise.all(targets.map(target => - iot.detachPolicy({ - policyName: event.ResourceProperties.Data.IotThingPolicy, - target, - }).promise())); - console.log(JSON.stringify(response, null, 2)); + console.log( + 'targets', + JSON.stringify(targets, null, 2) + ); + + if (targets && targets.length > 0) { + await Promise.all(targets + .map((target) => { + command = new DetachPolicyCommand({ + policyName: event.ResourceProperties.Data.IotThingPolicy, + target, + }); + return iotClient.send(command) + .catch((e) => { + console.error( + 'ERR:', + 'IotDetachPolices:', + 'DetachPolicyCommand:', + e.$metadata.httpStatusCode, + e.name, + target + ); + return undefined; + }); + })); + } x0.storeResponseData('Status', 'SUCCESS'); return x0.responseData; } catch (e) { - e.message = `IotDetachPolices: ${e.message}`; + console.error( + 'ERR:', + 'IotDetachPolices:', + e.$metadata.httpStatusCode, + e.name, + e.message + ); throw e; } }; diff --git a/source/custom-resources/lib/mediaconvert/index.js b/source/custom-resources/lib/mediaconvert/index.js index 1aebdc5..750f7fc 100644 --- a/source/custom-resources/lib/mediaconvert/index.js +++ b/source/custom-resources/lib/mediaconvert/index.js @@ -1,16 +1,19 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + MediaConvertClient, + DescribeEndpointsCommand, + ResourceNotFoundException, +} = require('@aws-sdk/client-mediaconvert'); +const { + xraysdkHelper, + retryStrategyHelper, +} = require('core-lib'); const mxBaseResponse = require('../shared/mxBaseResponse'); +const CUSTOM_USER_AGENT = process.env.ENV_CUSTOM_USER_AGENT; + /** * @function MediaConvertEndpoint * @param {object} event @@ -27,28 +30,34 @@ exports.MediaConvertEndpoint = async (event, context) => { return x0.responseData; } - const instance = new AWS.MediaConvert({ - apiVersion: '2017-08-29', - customUserAgent: process.env.ENV_CUSTOM_USER_AGENT, - }); + const mediaconvertClient = xraysdkHelper(new MediaConvertClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); - const { - Endpoints = [], - } = await instance.describeEndpoints({ + const command = new DescribeEndpointsCommand({ MaxResults: 1, - }).promise(); - - /* sanity check the response */ - if (Endpoints.length === 0 || !Endpoints[0].Url) { - throw new Error('failed to get endpoint'); - } - - x0.storeResponseData('Endpoint', Endpoints[0].Url); - x0.storeResponseData('Status', 'SUCCESS'); + }); - return x0.responseData; + return mediaconvertClient.send(command) + .then((res) => { + const url = ((res.Endpoints || [])[0] || {}).Url; + if (!url) { + throw new ResourceNotFoundException('fail to get endpoint'); + } + x0.storeResponseData('Endpoint', url); + x0.storeResponseData('Status', 'SUCCESS'); + return x0.responseData; + }); } catch (e) { - e.message = `MediaConvertEndpoint: ${e.message}`; + console.error( + 'ERR:', + 'MediaConvertEndpoint:', + 'DescribeEndpointsCommand:', + e.$metadata.httpStatusCode, + e.name, + e.message + ); throw e; } }; diff --git a/source/custom-resources/lib/neptune/index.js b/source/custom-resources/lib/neptune/index.js new file mode 100644 index 0000000..7410a63 --- /dev/null +++ b/source/custom-resources/lib/neptune/index.js @@ -0,0 +1,318 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + NeptuneClient, + CreateDBClusterCommand, + CreateDBInstanceCommand, + DeleteDBClusterCommand, + DeleteDBInstanceCommand, +} = require('@aws-sdk/client-neptune'); +const { + xraysdkHelper, + retryStrategyHelper, + M2CException, +} = require('core-lib'); +const mxBaseResponse = require('../shared/mxBaseResponse'); + +class X0 extends mxBaseResponse(class {}) {} + +const CUSTOM_USER_AGENT = process.env.ENV_CUSTOM_USER_AGENT; + +const DEFAULT_ENGINE = 'neptune'; +const DEFAULT_ENGINE_VERSION = '1.2.1.0'; +const DEFAULT_DELETION_PROTECTION = false; +const DEFAULT_STORAGE_ENCRYPTED = true; +const DEFAULT_MIN_CAPACITY = 1; +const DEFAULT_MAX_CAPACITY = 32; +const DEFAULT_INSTANCE_CLASS = 'db.serverless'; +const DEFAULT_MULTIAZ = false; + +async function createDBCluster(data) { + const minCapacity = Number( + (data.ServerlessV2ScalingConfiguration || {}) + .MinCapacity || DEFAULT_MIN_CAPACITY + ); + const maxCapacity = Number( + (data.ServerlessV2ScalingConfiguration || {}) + .MaxCapacity || DEFAULT_MAX_CAPACITY + ); + + const params = { + DBClusterIdentifier: data.DBClusterIdentifier, + Engine: data.Engine || DEFAULT_ENGINE, + EngineVersion: data.EngineVersion || DEFAULT_ENGINE_VERSION, + DeletionProtection: data.DeletionProtection || DEFAULT_DELETION_PROTECTION, + StorageEncrypted: data.StorageEncrypted || DEFAULT_STORAGE_ENCRYPTED, + ServerlessV2ScalingConfiguration: { + MinCapacity: minCapacity, + MaxCapacity: maxCapacity, + }, + }; + + if (data.DBSubnetGroupName !== undefined) { + params.DBSubnetGroupName = data.DBSubnetGroupName; + } + if (Array.isArray(data.AvailabilityZones)) { + params.AvailabilityZones = data.AvailabilityZones; + } + if (Array.isArray(data.VpcSecurityGroupIds)) { + params.VpcSecurityGroupIds = data.VpcSecurityGroupIds; + } + if (data.Tags) { + params.Tags = data.Tags; + } + + const _neptune = xraysdkHelper(new NeptuneClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new CreateDBClusterCommand(params); + return _neptune.send(command); +} + +async function deleteDBCluster(data) { + const params = { + DBClusterIdentifier: data.DBClusterIdentifier, + SkipFinalSnapshot: true, + }; + + const _neptune = xraysdkHelper(new NeptuneClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new DeleteDBClusterCommand(params); + return _neptune.send(command); +} + +async function createDBInstance(data) { + const params = { + DBClusterIdentifier: data.DBClusterIdentifier, + DBInstanceIdentifier: data.DBInstanceIdentifier, + DBInstanceClass: data.DBInstanceClass || DEFAULT_INSTANCE_CLASS, + Engine: data.Engine || DEFAULT_ENGINE, + EngineVersion: data.EngineVersion || DEFAULT_ENGINE_VERSION, + MultiAZ: data.MultiAZ || DEFAULT_MULTIAZ, + StorageEncrypted: data.StorageEncrypted || DEFAULT_STORAGE_ENCRYPTED, + }; + + if (data.Tags) { + params.Tags = data.Tags; + } + + const _neptune = xraysdkHelper(new NeptuneClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new CreateDBInstanceCommand(params); + return _neptune.send(command); +} + +async function deleteDBInstance(data) { + const params = { + DBInstanceIdentifier: data.DBInstanceIdentifier, + SkipFinalSnapshot: true, + }; + + const _neptune = xraysdkHelper(new NeptuneClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new DeleteDBInstanceCommand(params); + return _neptune.send(command); +} + +/** + * @function NeptuneDBCluster + * @param {object} event + * @param {object} context + */ +exports.NeptuneDBCluster = async (event, context) => { + let x0; + try { + x0 = new X0(event, context); + + const data = event.ResourceProperties.Data; + const missing = [ + 'DBClusterIdentifier', + ].filter(x => data[x] === undefined); + + if (missing.length) { + throw new M2CException(`missing ${missing.join(', ')}`); + } + + /* create resources */ + if (x0.isRequestType('Create')) { + return createDBCluster(data) + .then((res) => { + x0.storeResponseData( + 'DBClusterIdentifier', + res.DBCluster.DBClusterIdentifier + ); + x0.storeResponseData( + 'Endpoint', + `${res.DBCluster.Endpoint}:${res.DBCluster.Port}` + ); + x0.storeResponseData( + 'ReaderEndpoint', + `${res.DBCluster.ReaderEndpoint}:${res.DBCluster.Port}` + ); + x0.storeResponseData( + 'AvailabilityZones', + res.DBCluster.AvailabilityZones.join(',') + ); + x0.storeResponseData( + 'VpcSecurityGroupIds', + res.DBCluster.VpcSecurityGroups + .map((x) => + x.VpcSecurityGroupId) + .join(',') + ); + x0.storeResponseData('Status', 'SUCCESS'); + console.log( + 'NeptuneDBCluster:', + 'createDBCluster:', + JSON.stringify(res, null, 2) + ); + return x0.responseData; + }); + } + + /* delete resources */ + if (x0.isRequestType('Delete')) { + return deleteDBCluster(data) + .then((res) => { + x0.storeResponseData('Status', 'SUCCESS'); + console.log( + 'NeptuneDBCluster:', + 'deleteDBCluster:', + JSON.stringify(res, null, 2) + ); + return x0.responseData; + }); + } + + /* update resources - not supported */ + x0.storeResponseData('Status', 'SKIPPED'); + return x0.responseData; + } catch (e) { + console.error( + 'ERR:', + 'NeptuneDBCluster:', + e.$metadata.httpStatusCode, + e.name, + e.message + ); + + if (x0) { + x0.storeResponseData('Status', 'FAILED'); + return x0.responseData; + } + + /* throw error if x0 is not even available */ + throw e; + } +}; + +/** + * @function NeptuneDBInstance + * @param {object} event + * @param {object} context + */ +exports.NeptuneDBInstance = async (event, context) => { + let x0; + try { + x0 = new X0(event, context); + + const data = event.ResourceProperties.Data; + const missing = [ + 'DBClusterIdentifier', + 'DBInstanceIdentifier', + ].filter(x => data[x] === undefined); + + if (missing.length) { + throw new M2CException(`missing ${missing.join(', ')}`); + } + + /* create resources */ + if (x0.isRequestType('Create')) { + return createDBInstance(data) + .then((res) => { + x0.storeResponseData( + 'DBInstanceIdentifier', + res.DBInstance.DBInstanceIdentifier + ); + x0.storeResponseData( + 'VpcId', + res.DBInstance.DBSubnetGroup.VpcId + ); + x0.storeResponseData( + 'VpcSecurityGroupIds', + res.DBInstance.VpcSecurityGroups + .map((x) => + x.VpcSecurityGroupId) + .join(',') + ); + x0.storeResponseData( + 'SubnetIdentifiers', + res.DBInstance.DBSubnetGroup.Subnets + .map((x) => + x.SubnetIdentifier) + .join(',') + ); + x0.storeResponseData( + 'SubnetAvailabilityZones', + res.DBInstance.DBSubnetGroup.Subnets + .map((x) => + x.SubnetAvailabilityZone.Name) + .join(',') + ); + x0.storeResponseData('Status', 'SUCCESS'); + console.log( + 'NeptuneDBInstance:', + 'createDBInstance:', + JSON.stringify(res, null, 2) + ); + return x0.responseData; + }); + } + + /* delete resources */ + if (x0.isRequestType('Delete')) { + return deleteDBInstance(data) + .then((res) => { + x0.storeResponseData('Status', 'SUCCESS'); + console.log( + 'NeptuneDBInstance:', + 'deleteDBInstance:', + JSON.stringify(res, null, 2) + ); + return x0.responseData; + }); + } + + /* update resources - not supported */ + x0.storeResponseData('Status', 'SKIPPED'); + return x0.responseData; + } catch (e) { + console.error( + 'ERR:', + 'NeptuneDBInstance:', + e.$metadata.httpStatusCode, + e.name, + e.message + ); + + if (x0) { + x0.storeResponseData('Status', 'FAILED'); + return x0.responseData; + } + + /* throw error if x0 is not even available */ + throw e; + } +}; diff --git a/source/custom-resources/lib/rekognition/index.js b/source/custom-resources/lib/rekognition/index.js deleted file mode 100644 index d1cd577..0000000 --- a/source/custom-resources/lib/rekognition/index.js +++ /dev/null @@ -1,70 +0,0 @@ -// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. -// SPDX-License-Identifier: Apache-2.0 - -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); -const { - ServiceAvailability, -} = require('core-lib'); -const mxBaseResponse = require('../shared/mxBaseResponse'); - -class X0 extends mxBaseResponse(class {}) {} - -/** - * @function CreateFaceCollection - * @param {object} event - * @param {object} context - */ -exports.CreateFaceCollection = async (event, context) => { - try { - const x0 = new X0(event, context); - const data = event.ResourceProperties.Data; - if (!data.CollectionId) { - throw new Error('CollectionId is undefined'); - } - x0.storeResponseData('Id', data.CollectionId); - - /* make sure region supports rekognition */ - const supported = await ServiceAvailability.probe('rekognition').catch(() => false); - if (!supported) { - x0.storeResponseData('Arn', ''); - x0.storeResponseData('Status', 'SKIPPED'); - x0.storeResponseData('Reason', `rekognition not available in ${process.env.AWS_REGION} region`); - return x0.responseData; - } - - const params = { - CollectionId: data.CollectionId, - }; - - const instance = new AWS.Rekognition({ - apiVersion: '2016-06-27', - customUserAgent: process.env.ENV_CUSTOM_USER_AGENT, - }); - if (x0.isRequestType('Create')) { - const response = await instance.createCollection(params).promise().catch((e) => { - if (e.code !== 'ResourceAlreadyExistsException') { - throw e; - } - }); - x0.storeResponseData('Arn', response.CollectionArn); - } else if (x0.isRequestType('Delete')) { - await instance.deleteCollection(params).promise().catch((e) => { - if (e.code !== 'ResourceNotFoundException') { - throw e; - } - }); - } - x0.storeResponseData('Status', 'SUCCESS'); - return x0.responseData; - } catch (e) { - e.message = `CreateFaceCollection: ${e.message}`; - throw e; - } -}; diff --git a/source/custom-resources/lib/s3/index.js b/source/custom-resources/lib/s3/index.js index a44bbd3..8cad8a0 100644 --- a/source/custom-resources/lib/s3/index.js +++ b/source/custom-resources/lib/s3/index.js @@ -1,17 +1,22 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + S3Client, + PutBucketCorsCommand, + PutBucketNotificationConfigurationCommand, +} = require('@aws-sdk/client-s3'); +const { + xraysdkHelper, + retryStrategyHelper, + M2CException, +} = require('core-lib'); const mxBaseResponse = require('../shared/mxBaseResponse'); -const ExpectedBucketOwner = process.env.ENV_EXPECTED_BUCKET_OWNER; +const EXPECTED_BUCKET_OWNER = process.env.ENV_EXPECTED_BUCKET_OWNER; +const CUSTOM_USER_AGENT = process.env.ENV_CUSTOM_USER_AGENT; + +class X0 extends mxBaseResponse(class {}) {} /** * @function SetCORS @@ -19,7 +24,6 @@ const ExpectedBucketOwner = process.env.ENV_EXPECTED_BUCKET_OWNER; * @param {object} context */ exports.SetCORS = async (event, context) => { - class X0 extends mxBaseResponse(class {}) {} const x0 = new X0(event, context); try { if (x0.isRequestType('Delete')) { @@ -35,21 +39,22 @@ exports.SetCORS = async (event, context) => { 'AllowedHeaders', 'ExposeHeaders', 'MaxAgeSeconds', - ].filter(x => data[x] === undefined); + ].filter((x) => + data[x] === undefined); if (missing.length) { - throw new Error(`missing ${missing.join(', ')}`); + throw new M2CException(`missing ${missing.join(', ')}`); } - const s3 = new AWS.S3({ - apiVersion: '2006-03-01', + const s3Client = xraysdkHelper(new S3Client({ computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - customUserAgent: process.env.ENV_CUSTOM_USER_AGENT, - }); - await s3.putBucketCors({ + applyChecksum: true, + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new PutBucketCorsCommand({ Bucket: data.Bucket, - ExpectedBucketOwner, + ExpectedBucketOwner: EXPECTED_BUCKET_OWNER, CORSConfiguration: { CORSRules: [ { @@ -57,21 +62,30 @@ exports.SetCORS = async (event, context) => { AllowedMethods: data.AllowedMethods, AllowedHeaders: data.AllowedHeaders, ExposeHeaders: data.ExposeHeaders, - MaxAgeSeconds: Number.parseInt(data.MaxAgeSeconds, 10), + MaxAgeSeconds: Number(data.MaxAgeSeconds), }, ], }, - }).promise(); - x0.storeResponseData('Status', 'SUCCESS'); - return x0.responseData; + }); + + return s3Client.send(command) + .then(() => { + x0.storeResponseData('Status', 'SUCCESS'); + return x0.responseData; + }); } catch (e) { - e.message = `SetCORS: ${e.code} ${e.message}`; + console.error( + 'ERR:', + 'SetCORS:', + e.$metadata.httpStatusCode, + e.name, + e.message + ); throw e; } }; exports.ConfigureBucketNotification = async (event, context) => { - class X0 extends mxBaseResponse(class {}) {} const x0 = new X0(event, context); try { if (x0.isRequestType('Delete')) { @@ -81,31 +95,38 @@ exports.ConfigureBucketNotification = async (event, context) => { const data = { ...event.ResourceProperties.Data, - ExpectedBucketOwner, + ExpectedBucketOwner: EXPECTED_BUCKET_OWNER, }; const missing = [ 'Bucket', 'NotificationConfiguration', - ].filter(x => data[x] === undefined); + ].filter((x) => + data[x] === undefined); if (missing.length) { - throw new Error(`missing ${missing.join(', ')}`); + throw new M2CException(`missing ${missing.join(', ')}`); } - const s3 = new AWS.S3({ - apiVersion: '2006-03-01', + const s3Client = xraysdkHelper(new S3Client({ computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - customUserAgent: process.env.ENV_CUSTOM_USER_AGENT, - }); - await s3.putBucketNotificationConfiguration(data) - .promise() - .then((res) => - console.log(JSON.stringify(res, null, 2))); - x0.storeResponseData('Status', 'SUCCESS'); - return x0.responseData; + applyChecksum: true, + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new PutBucketNotificationConfigurationCommand(data); + return s3Client.send(command) + .then(() => { + x0.storeResponseData('Status', 'SUCCESS'); + return x0.responseData; + }); } catch (e) { - e.message = `ConfigureBucketNotification: ${e.code} ${e.message}`; + console.error( + 'ERR:', + 'ConfigureBucketNotification:', + e.$metadata.httpStatusCode, + e.name, + e.message + ); throw e; } }; diff --git a/source/custom-resources/lib/sagemaker/index.js b/source/custom-resources/lib/sagemaker/index.js deleted file mode 100644 index 0d46962..0000000 --- a/source/custom-resources/lib/sagemaker/index.js +++ /dev/null @@ -1,61 +0,0 @@ -// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. -// SPDX-License-Identifier: Apache-2.0 - -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); -const mxBaseResponse = require('../shared/mxBaseResponse'); - -/** - * @function DescribeSageMakerEndpoint - * @param {object} event - * @param {object} context - */ -exports.DescribeSageMakerEndpoint = async (event, context) => { - try { - class X0 extends mxBaseResponse(class {}) {} - const x0 = new X0(event, context); - - /* not handle Delete event */ - if (x0.isRequestType('Delete')) { - x0.storeResponseData('Status', 'SKIPPED'); - return x0.responseData; - } - - const data = event.ResourceProperties.Data; - if (!data.EndpointName) { - throw new Error('missing EndpointName'); - } - - const sagemaker = new AWS.SageMaker({ - apiVersion: '2017-07-24', - customUserAgent: process.env.ENV_CUSTOM_USER_AGENT, - }); - - const response = await sagemaker.describeEndpoint({ - EndpointName: data.EndpointName, - }).promise(); - - if (!response.EndpointArn) { - throw new Error('invalid model EndpointArn'); - } - if (!response.EndpointStatus) { - throw new Error('invalid model EndpointStatus'); - } - - x0.storeResponseData('EndpointName', response.EndpointName); - x0.storeResponseData('EndpointArn', response.EndpointArn); - x0.storeResponseData('EndpointStatus', response.EndpointStatus); - x0.storeResponseData('Status', 'SUCCESS'); - - return x0.responseData; - } catch (e) { - e.message = `DescribeSageMakerEndpoint: ${e.message}`; - throw e; - } -}; diff --git a/source/custom-resources/lib/shared/cfResponse.js b/source/custom-resources/lib/shared/cfResponse.js index 5470928..9c8aa08 100644 --- a/source/custom-resources/lib/shared/cfResponse.js +++ b/source/custom-resources/lib/shared/cfResponse.js @@ -1,14 +1,20 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 +let https = require('node:https'); +const { + M2CException, +} = require('core-lib'); -const HTTPS = (() => { +if (process.env.AWS_LAMBDA_FUNCTION_NAME !== undefined) { try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureHTTPs(require('https')); + const { + captureHTTPs, + } = require('aws-xray-sdk-core'); + https = captureHTTPs(require('node:https')); } catch (e) { - return require('https'); + console.log('aws-xray-sdk-core not loaded'); } -})(); +} const SUCCESS = 'SUCCESS'; const FAILED = 'FAILED'; @@ -37,14 +43,14 @@ class CloudFormationResponse { 'LogicalResourceId', ].filter(x => this.$event[x] === undefined); if (missing.length) { - throw new Error(`event missing ${missing.join(', ')}`); + throw new M2CException(`event missing ${missing.join(', ')}`); } missing = [ 'logStreamName', ].filter(x => this.$context[x] === undefined); if (missing.length) { - throw new Error(`context missing ${missing.join(', ')}`); + throw new M2CException(`context missing ${missing.join(', ')}`); } } @@ -124,7 +130,7 @@ class CloudFormationResponse { return new Promise((resolve, reject) => { let result = ''; - const request = HTTPS.request(params, (response) => { + const request = https.request(params, (response) => { response.setEncoding('utf8'); response.on('data', (chunk) => { @@ -133,7 +139,7 @@ class CloudFormationResponse { response.on('end', () => { if (response.statusCode >= 400) { - const e = new Error(`${params.method} ${params.path} ${response.statusCode}`); + const e = new M2CException(`${params.method} ${params.path} ${response.statusCode}`); e.statusCode = response.statusCode; reject(e); } else { diff --git a/source/custom-resources/lib/sns/sns.js b/source/custom-resources/lib/sns/sns.js index 5dc481f..860528a 100644 --- a/source/custom-resources/lib/sns/sns.js +++ b/source/custom-resources/lib/sns/sns.js @@ -1,16 +1,19 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + SNSClient, + SubscribeCommand, +} = require('@aws-sdk/client-sns'); +const { + xraysdkHelper, + retryStrategyHelper, + M2CException, +} = require('core-lib'); const mxBaseResponse = require('../shared/mxBaseResponse'); +const CUSTOM_USER_AGENT = process.env.ENV_CUSTOM_USER_AGENT; + class SNS extends mxBaseResponse(class {}) { constructor(event, context) { super(event, context); @@ -18,21 +21,29 @@ class SNS extends mxBaseResponse(class {}) { const data = event.ResourceProperties.Data; this.sanityCheck(data); this.$data = data; + /* create unique email list */ - const list = (Array.isArray(data.EmailList) - ? data.EmailList.slice(0) - : data.EmailList.split(',')) - .filter(x => x).map(x => x.trim()); - this.$emailList = Array.from(new Set(list)); + let unique = data.EmailList; + if (!Array.isArray(unique)) { + unique = unique.split(','); + } + this.$emailList = [ + ...new Set(unique + .filter((x) => + x) + .map((x) => + x.trim())), + ]; } sanityCheck(data) { const missing = [ 'EmailList', 'TopicArn', - ].filter(x => data[x] === undefined); + ].filter((x) => + data[x] === undefined); if (missing.length) { - throw new Error(`missing ${missing.join(', ')}`); + throw new M2CException(`missing ${missing.join(', ')}`); } } @@ -55,18 +66,22 @@ class SNS extends mxBaseResponse(class {}) { async subscribe() { console.log(`EmailList = ${JSON.stringify(this.emailList, null, 2)}`); - const sns = new AWS.SNS({ - apiVersion: '2010-03-31', - customUserAgent: process.env.ENV_CUSTOM_USER_AGENT, - }); - const response = await Promise.all(this.emailList.map(email => - sns.subscribe({ - Protocol: 'email', - TopicArn: this.topicArn, - Endpoint: email, - }).promise())); + const responses = await Promise.all(this.emailList + .map((email) => { + const snsClient = xraysdkHelper(new SNSClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new SubscribeCommand({ + Protocol: 'email', + TopicArn: this.topicArn, + Endpoint: email, + }); + return snsClient.send(command); + })); - this.storeResponseData('Subscribed', response.length); + this.storeResponseData('Subscribed', responses.length); this.storeResponseData('Status', 'SUCCESS'); return this.responseData; } diff --git a/source/custom-resources/lib/solution/index.js b/source/custom-resources/lib/solution/index.js index 84c0b97..0128bf9 100644 --- a/source/custom-resources/lib/solution/index.js +++ b/source/custom-resources/lib/solution/index.js @@ -42,7 +42,7 @@ exports.SendConfig = async (event, context) => { const data = event.ResourceProperties.Data; const key = (x0.isRequestType('Delete')) ? 'Deleted' : 'Launch'; const cluster = data.ElasticsearchCluster || data.OpenSearchCluster; - const matched = cluster.match(/([A-z0-9 ]+)\s\(([a-zA-Z0-9.=,]+)\)/); + const matched = cluster.match(/([a-zA-z0-9 ]+)\s\(([a-zA-Z0-9.=,]+)\)/); if (matched) { const config = matched[2].split(',').map(x => { const a0 = x.split('='); @@ -63,13 +63,13 @@ exports.SendConfig = async (event, context) => { }; const params = { Version: data.Version, - Metrics: data.AnonymizedUsage, + Metrics: data.AnonymousUsage, SearchEngine: cluster, [key]: (new Date()).toISOString().replace('T', ' ').replace('Z', ''), }; - console.log(`sendAnonymizedData = ${JSON.stringify(params, null, 2)}`); - const response = await Metrics.sendAnonymizedData(params, env); - console.log(`sendAnonymizedData = ${response.toString()}`); + console.log(`sendAnonymousData = ${JSON.stringify(params, null, 2)}`); + const response = await Metrics.sendAnonymousData(params, env); + console.log(`sendAnonymousData = ${response.toString()}`); x0.storeResponseData('Status', 'SUCCESS'); } catch (e) { console.log(`SendConfig: ${e.message}`); diff --git a/source/custom-resources/lib/string/index.js b/source/custom-resources/lib/string/index.js deleted file mode 100644 index 7e0828c..0000000 --- a/source/custom-resources/lib/string/index.js +++ /dev/null @@ -1,117 +0,0 @@ -// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. -// SPDX-License-Identifier: Apache-2.0 - -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); -const CRYPTO = require('crypto'); -const mxBaseResponse = require('../shared/mxBaseResponse'); - -/** - * @function StringManipulation - * @param {object} event - * @param {object} context - */ -exports.StringManipulation = async (event, context) => { - try { - class X0 extends mxBaseResponse(class {}) {} - const x0 = new X0(event, context); - - if (x0.isRequestType('Delete')) { - x0.storeResponseData('Status', 'SKIPPED'); - return x0.responseData; - } - - /* if is 'Update', find the previous OutputString we generated */ - if (x0.isRequestType('Update') && event.ResourceProperties.OutputReference) { - const result = await (new AWS.CloudFormation({ - apiVersion: '2010-05-15', - customUserAgent: process.env.ENV_CUSTOM_USER_AGENT, - })).describeStacks({ - StackName: event.StackId.split('/')[1], - }).promise().catch(() => undefined); - - if (result && result.Stacks.length) { - const out = result.Stacks.shift().Outputs.find(x => - x.OutputKey === event.ResourceProperties.OutputReference); - if ((out || {}).OutputValue) { - x0.storeResponseData('OutputString', out.OutputValue); - x0.storeResponseData('Status', 'SUCCESS'); - return x0.responseData; - } - } - } - - /* Support 'InputString' and 'Operations' parameters only */ - /* where Operations is specified as a string, comma separator */ - /* lower, upper, maxlen=20, minlen=3, random, underscore, dash, alphanumeric */ - const { - InputString, - Operations = '', - } = event.ResourceProperties.Data; - - /* extract operation(s) */ - const operations = Operations.split(',').map(x => x.toLowerCase().trim()).filter(x => x).reduce((acc, cur) => { - const [ - key, - val, - ] = cur.split('=').map(x => x.trim()); - return { - ...acc, - [key]: val || true, - }; - }, undefined); - console.log(JSON.stringify(operations, null, 2)); - - /* process the operations */ - let fragment = InputString || ''; - if (operations.alphanumeric) { - fragment = fragment.replace(/[^a-zA-Z0-9]+/g, ''); - } - if (operations.random) { - let random = Number.parseInt(operations.random || 8, 10); - /* operations.random must be at least 4 */ - random = Math.floor(((random < 4) ? 4 : random) / 2); - fragment = `${fragment}-${CRYPTO.randomBytes(random).toString('hex')}`; - } - if (operations.upper) { - fragment = fragment.toUpperCase(); - } - if (operations.lower) { - fragment = fragment.toLowerCase(); - } - if (operations.underscore) { - // '__abc 123 ,.<>/!@$#-_ def___' - // .replace(/[^a-zA-Z0-9_-]+/g, '_') - // .replace(/_+/g, '_') - // .replace(/_*$/, '') - // .replace(/^_*/, '') - fragment = fragment.replace(/[\s-]/g, '_'); - } - if (operations.dash) { - fragment = fragment.replace(/[\s_]/g, '-'); - } - if (operations.minlen) { - const padding = Number.parseInt(operations.minlen, 10) - fragment.length; - for (let i = 0; i < padding; i += 1) { - fragment += '0'; - } - } - if (operations.maxlen) { - const max = Number.parseInt(operations.maxlen, 10); - fragment = fragment.substr(0, max); - } - - x0.storeResponseData('OutputString', fragment); - x0.storeResponseData('Status', 'SUCCESS'); - return x0.responseData; - } catch (e) { - e.message = `StringManipulation: ${e.message}`; - throw e; - } -}; diff --git a/source/custom-resources/lib/transcribe/index.js b/source/custom-resources/lib/transcribe/index.js deleted file mode 100644 index 31023ea..0000000 --- a/source/custom-resources/lib/transcribe/index.js +++ /dev/null @@ -1,20 +0,0 @@ -// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. -// SPDX-License-Identifier: Apache-2.0 - -/** - * @function CreateCustomVocabulary - * @param {object} event - * @param {object} context - */ -exports.CreateCustomVocabulary = async (event, context) => { - try { - const Vocabulary = require('./vocabulary'); - const vocabulary = new Vocabulary(event, context); - return (vocabulary.isRequestType('delete')) - ? vocabulary.purge() - : vocabulary.create(); - } catch (e) { - e.message = `Vocabulary: ${e.message}`; - throw e; - } -}; diff --git a/source/custom-resources/lib/transcribe/vocabulary.js b/source/custom-resources/lib/transcribe/vocabulary.js deleted file mode 100644 index e91763f..0000000 --- a/source/custom-resources/lib/transcribe/vocabulary.js +++ /dev/null @@ -1,207 +0,0 @@ -// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. -// SPDX-License-Identifier: Apache-2.0 - -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); -const { - ServiceAvailability, -} = require('core-lib'); -const mxBaseResponse = require('../shared/mxBaseResponse'); - -/** - * @class Vocabulary - * @description set S3 notification. Currently supports Lambda Notification only. - */ -class Vocabulary extends mxBaseResponse(class {}) { - constructor(event, context) { - super(event, context); - /* sanity check */ - const data = event.ResourceProperties.Data; - this.sanityCheck(data); - this.$data = data; - - this.$instance = new AWS.TranscribeService({ - apiVersion: '2017-10-26', - customUserAgent: process.env.ENV_CUSTOM_USER_AGENT, - }); - } - - sanityCheck(data) { - const missing = [ - 'LanguageCode', - 'Prefix', - ].filter(x => data[x] === undefined); - if (missing.length) { - throw new Error(`missing ${missing.join(', ')}`); - } - } - - get data() { - return this.$data; - } - - static get DefaultPhrase() { - return { - 'en-US': 'Welcome', - 'en-GB': 'Welcome', - 'en-AU': 'Welcome', - 'en-IN': 'Welcome', - 'es-US': 'bienvenidas', - 'es-ES': 'bienvenidas', - 'fr-CA': 'Bienvenue', - 'fr-FR': 'Bienvenue', - 'de-DE': 'herzlich willkommen', - 'pt-BR': 'bem vinda', - 'it-IT': 'benvenuta', - 'ko-KR': '어서 오십시오', - 'hi-IN': 'स्वागत हे', - 'ar-SA': 'أهلا بك', - 'ru-RU': 'приветствовать', - 'zh-CN': '欢迎', - }; - } - - static get SupportedLanguageCode() { - return Object.keys(Vocabulary.DefaultPhrase); - } - - get languageCode() { - return this.data.LanguageCode; - } - - get prefix() { - return this.data.Prefix; - } - - get instance() { - return this.$instance; - } - - /** - * @static - * @function pause - execution for specified duration - * @param {number} duration - in milliseconds - */ - static async pause(duration = 0) { - return new Promise((resolve) => { - setTimeout(() => - resolve(), duration); - }); - } - - /** - * @function createVocabulary - * @description create vocabulary. Vocabulary name is based on the language code specified - * @returns {string} name - */ - async createVocabulary() { - const name = `${this.prefix}${this.languageCode}`; - try { - const response = await this.instance.createVocabulary({ - LanguageCode: this.languageCode, - VocabularyName: name, - Phrases: [ - Vocabulary.DefaultPhrase[this.languageCode], - ], - }).promise(); - return response.VocabularyName; - } catch (e) { - if (e.code !== 'ConflictException') { - throw e; - } - return name; - } - } - - /** - * @function waitForVocabulary - * @description wait for vocabulary to be READY - * @param {string} name - vocabulary name - */ - async waitForVocabulary(name) { - let response; - let tries = 0; - const maxTries = 15; - - do { - await Vocabulary.pause(tries * 2 * 1000); - response = await this.instance.getVocabulary({ - VocabularyName: name, - }).promise().catch((e) => { - console.log(`waitForVocabulary: ${e.message}`); - }); - } while (tries++ < maxTries && ((response || {}).VocabularyState !== 'READY')); - - if ((response || {}).VocabularyState !== 'READY') { - console.log(`fail to create vocabulary, status = ${(response || {}).VocabularyState}`); - } - } - - /** - * @function batchDeleteVocabularies - * @description remove all possible vocabularies created by Media2Cloud - * The vocabularies are suffixed with each language code - */ - async batchDeleteVocabularies() { - const suffixes = Vocabulary.SupportedLanguageCode.slice(0); - while (suffixes.length > 0) { - const name = `${this.prefix}${suffixes.shift()}`; - await this.instance.deleteVocabulary({ - VocabularyName: name, - }).promise().catch((e) => { - console.log(`batchDeleteVocabularies: ${name}: ${e.message}`); - }); - } - } - - /** - * @function create - * @description create custom vocabulary and wait for it to complete. - */ - async create() { - if (!(await this.checkService())) { - return this.responseData; - } - - const name = await this.createVocabulary(); - this.storeResponseData('Name', name); - - await this.waitForVocabulary(name); - this.storeResponseData('Status', 'SUCCESS'); - - return this.responseData; - } - - /** - * @function purge - * @description batch delete all possible vocabularies created by Media2Cloud solution - */ - async purge() { - if (!(await this.checkService())) { - return this.responseData; - } - - await this.batchDeleteVocabularies(); - this.storeResponseData('Status', 'SUCCESS'); - - return this.responseData; - } - - async checkService() { - const supported = await ServiceAvailability.probe('transcribe').catch(() => false); - if (!supported) { - this.storeResponseData('Name', ''); - this.storeResponseData('Status', 'SKIPPED'); - this.storeResponseData('Reason', `transcribe not available in ${process.env.AWS_REGION} region`); - } - return supported; - } -} - -module.exports = Vocabulary; diff --git a/source/custom-resources/lib/versionCompatibility/index.js b/source/custom-resources/lib/versionCompatibility/index.js new file mode 100644 index 0000000..0d1059a --- /dev/null +++ b/source/custom-resources/lib/versionCompatibility/index.js @@ -0,0 +1,30 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const mxBaseResponse = require('../shared/mxBaseResponse'); + +class X0 extends mxBaseResponse(class {}) {} + +/** + * @function CheckVersionCompatibilityStatement + * @param {object} event + * @param {object} context + */ +exports.CheckVersionCompatibilityStatement = async (event, context) => { + const x0 = new X0(event, context); + + if (x0.isRequestType('Delete')) { + x0.storeResponseData('Status', 'SKIPPED'); + return x0.responseData; + } + + let consent = event.ResourceProperties.Data.VersionCompatibilityStatement; + consent = consent.toLowerCase(); + + if (consent.startsWith('yes')) { + x0.storeResponseData('Status', 'SUCCESS'); + return x0.responseData; + } + + throw new Error('Unable to continue the stack creation due to version compatibility statement.'); +}; diff --git a/source/custom-resources/lib/web/solutionManifest.js b/source/custom-resources/lib/web/solutionManifest.js index 23365b6..f390a1f 100644 --- a/source/custom-resources/lib/web/solutionManifest.js +++ b/source/custom-resources/lib/web/solutionManifest.js @@ -1,25 +1,84 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + S3Client, + PutObjectCommand, +} = require('@aws-sdk/client-s3'); +const { + RekognitionClient, + CreateCollectionCommand, +} = require('@aws-sdk/client-rekognition'); const MIME = require('mime'); const { - AIML, + aimlGetPresets, ApiOps, - StateData, + StateData: { + Statuses, + }, FrameCaptureMode, AnalysisTypes, + GraphDefs, + FaceIndexerDefs, + xraysdkHelper, + retryStrategyHelper, + M2CException, } = require('core-lib'); const mxBaseResponse = require('../shared/mxBaseResponse'); -const ExpectedBucketOwner = process.env.ENV_EXPECTED_BUCKET_OWNER; +const CUSTOM_USER_AGENT = process.env.ENV_CUSTOM_USER_AGENT; +const EXPECTED_BUCKET_OWNER = process.env.ENV_EXPECTED_BUCKET_OWNER; +const JS_SOLUTION_MANIFEST = 'solution-manifest.js'; + +// validating ResourceProperties.Data input +const REQUIRED_FIELDS = [ + 'Region', + 'CustomUserAgent', + 'SolutionId', + 'Version', + 'StackName', + 'LastUpdated', + 'Web', + 'Cognito', + 'S3', + 'StateMachines', + 'ApiEndpoint', + 'IotHost', + 'IotTopic', + 'Ingest', + 'Proxy', + 'AIML', +]; +const REQUIRED_SUBFIELDS = [ + { + name: 'Web', + fields: ['Bucket'], + }, + { + name: 'Cognito', + fields: ['UserPoolId', 'ClientId', 'IdentityPoolId', 'RedirectUri'], + }, + { + name: 'S3', + fields: ['UseAccelerateEndpoint'], + }, + { + name: 'StateMachines', + fields: ['Ingest', 'Analysis'], + }, + { + name: 'Ingest', + fields: ['Bucket'], + }, + { + name: 'Proxy', + fields: ['Bucket'], + }, + { + name: 'AIML', + fields: ['Detections', 'MinConfidence'], + }, +]; /** * @class SolutionManifest @@ -29,110 +88,46 @@ class SolutionManifest extends mxBaseResponse(class {}) { constructor(event, context) { super(event, context); - /* sanity check */ - const data = event.ResourceProperties.Data; - this.sanityCheck(data); + // sanity check + this.sanityCheck(event); + + const { + ResourceProperties: { + Data: data, + }, + } = event; this.$data = data; - this.$webBucket = data.Web.Bucket; - - /* make sure UseAccelerateEndpoint is boolean */ - data.S3.UseAccelerateEndpoint = data.S3.UseAccelerateEndpoint === 'true'; - - /* parse aiml settings */ - const aiml = { - ...data.AIML.Detections.reduce((a0, c0) => ({ - ...a0, - [c0]: true, - }), AIML), - minConfidence: Number.parseInt(data.AIML.MinConfidence, 10), - }; + } - /* delete unused settings */ - delete data.Web; - delete data.AIML; + sanityCheck(event) { + const { + ResourceProperties: { + Data, + }, + } = event; - this.$manifest = { - ...data, - AIML: aiml, - ApiOps, - Statuses: StateData.Statuses, - FrameCaptureMode, - AnalysisTypes, - }; - } + let missing = REQUIRED_FIELDS + .filter((x) => + Data[x] === undefined); - sanityCheck(data) { - let missing = [ - 'SolutionId', - 'Version', - 'StackName', - 'Region', - 'LastUpdated', - 'Web', - 'Cognito', - 'S3', - 'StateMachines', - 'ApiEndpoint', - 'IotHost', - 'IotTopic', - 'Ingest', - 'Proxy', - 'AIML', - ].filter(x => data[x] === undefined); - if (missing.length) { - throw new Error(`missing ${missing.join(', ')}`); - } - /* make sure web bucket is defined */ - if (!data.Web.Bucket) { - throw new Error('missing Web.Bucket'); - } - /* make sure cognito parameters are defined */ - missing = [ - 'UserPoolId', - 'ClientId', - 'IdentityPoolId', - 'RedirectUri', - ].filter(x => data.Cognito[x] === undefined); - if (missing.length) { - throw new Error(`missing Cognito.${missing.join(', ')}`); - } - /* make sure s3 transfer acceleration is defined */ - missing = [ - 'UseAccelerateEndpoint', - ].filter(x => data.S3[x] === undefined); if (missing.length) { - throw new Error(`missing S3.${missing.join(', ')}`); - } - /* make sure state machine parameters are defined */ - missing = [ - 'Ingest', - 'Analysis', - ].filter(x => data.StateMachines[x] === undefined); - if (missing.length) { - throw new Error(`missing StateMachines.${missing.join(', ')}`); - } - /* make sure ingest bucket is defined */ - if (!data.Ingest.Bucket) { - throw new Error('missing Ingest.Bucket'); - } - /* make sure proxy bucket is defined */ - if (!data.Proxy.Bucket) { - throw new Error('missing Proxy.Bucket'); + throw new M2CException(`missing ${missing.join(', ')}`); } - /* make sure aiml is defined */ - missing = [ - 'Detections', - 'MinConfidence', - ].filter(x => data.AIML[x] === undefined); - if (missing.length) { - throw new Error(`missing AIML.${missing.join(', ')}`); - } - } - static get Constants() { - return { - ManifestFilename: 'solution-manifest.js', - }; + for (let i = 0; i < REQUIRED_SUBFIELDS.length; i += 1) { + const { + name, + fields, + } = REQUIRED_SUBFIELDS[i]; + + missing = fields + .filter((field) => + Data[name][field] === undefined); + + if (missing.length > 0) { + throw new M2CException(`missing ${name}.${missing.join(', ')}`); + } + } } get data() { @@ -140,7 +135,7 @@ class SolutionManifest extends mxBaseResponse(class {}) { } get webBucket() { - return this.$webBucket; + return this.data.Web.Bucket; } get manifest() { @@ -152,8 +147,68 @@ class SolutionManifest extends mxBaseResponse(class {}) { * @description generate manifest content. These are the parameters that have to be provided * for web app to initially connect to the backend. */ - makeManifest() { - return Buffer.from(`const SolutionManifest = ${JSON.stringify(this.manifest, null, 2)};\n\nexport default SolutionManifest;\n`); + async makeManifest() { + const manifest = { + ...this.data, + ApiOps, + Statuses, + FrameCaptureMode, + AnalysisTypes, + GraphDefs, + FaceIndexerDefs, + }; + + // update fields + const { + FoundationModels = '', + S3: { + UseAccelerateEndpoint, + }, + AIML: { + Detections = [], + }, + } = this.data; + + // parse Detections + const aiml = aimlGetPresets(Detections); + manifest.AIML = aiml; + + // create face collection if specified + await _createFaceCollection(aiml.faceCollectionId); + + // parse FoundationModels + const foundationModels = []; + try { + FoundationModels + .split(';') + .filter((x) => x) + .forEach((x) => { + const [name, value] = x.split('='); + foundationModels.push({ + name, + value, + }); + }); + } catch (e) { + // do nothing + } + manifest.FoundationModels = foundationModels; + + // parse S3 accelerated endpoint + const useAccelerateEndpoint = (UseAccelerateEndpoint === 'true'); + manifest.S3.UseAccelerateEndpoint = useAccelerateEndpoint; + + // code segment + const codeSegments = [ + `const manifest = '${JSON.stringify(manifest).replace(/'/g, '\\\'')}';`, + '', + 'const SolutionManifest = JSON.parse(manifest);', + '', + 'export default SolutionManifest;', + '', + ]; + + return Buffer.from(codeSegments.join('\n')); } /** @@ -161,23 +216,26 @@ class SolutionManifest extends mxBaseResponse(class {}) { * @description create and install solution-manifest.js */ async copyManifest() { - const key = SolutionManifest.Constants.ManifestFilename; - const manifest = this.makeManifest(); - const s3 = new AWS.S3({ - apiVersion: '2006-03-01', + const key = JS_SOLUTION_MANIFEST; + const manifest = await this.makeManifest(); + + const s3Client = xraysdkHelper(new S3Client({ computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - customUserAgent: process.env.ENV_CUSTOM_USER_AGENT, - }); - return s3.putObject({ + applyChecksum: true, + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new PutObjectCommand({ Bucket: this.webBucket, Key: key, ContentType: MIME.getType(key), ServerSideEncryption: 'AES256', Body: manifest, - ExpectedBucketOwner, - }).promise(); + ExpectedBucketOwner: EXPECTED_BUCKET_OWNER, + }); + + return s3Client.send(command); } /** @@ -200,4 +258,60 @@ class SolutionManifest extends mxBaseResponse(class {}) { } } +async function _createFaceCollection(collectionId) { + let command; + + try { + if (!collectionId) { + return; + } + + const rekognitionClient = xraysdkHelper(new RekognitionClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + command = new CreateCollectionCommand({ + CollectionId: collectionId, + }); + + await rekognitionClient.send(command) + .then((res) => { + const { + CollectionArn, + FaceModelVersion, + StatusCode, + } = res; + + console.log( + `[${StatusCode}] SolutionManifest._createFaceCollection:`, + CollectionArn, + FaceModelVersion + ); + return true; + }) + .catch((e) => { + if (e.name === 'ResourceAlreadyExistsException') { + console.log( + `[${e.name}] SolutionManifest._createFaceCollection:`, + collectionId + ); + return true; + } + throw e; + }); + } catch (e) { + console.warn( + 'WARN:', + 'SolutionManifest._createFaceCollection:', + `${command.constructor.name}:`, + e.$metadata.httpStatusCode, + e.name, + e.message, + JSON.stringify(command.input) + ); + throw e; + } +} + module.exports = SolutionManifest; diff --git a/source/custom-resources/lib/web/webcontent.js b/source/custom-resources/lib/web/webcontent.js index 293d654..1006f2b 100644 --- a/source/custom-resources/lib/web/webcontent.js +++ b/source/custom-resources/lib/web/webcontent.js @@ -1,28 +1,35 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const [ - AWS, - HTTPS, -] = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return [ - AWSXRay.captureAWS(require('aws-sdk')), - AWSXRay.captureHTTPs(require('https')), - ]; - } catch (e) { - return [ - require('aws-sdk'), - require('https'), - ]; - } -})(); +const { + S3Client, + GetObjectCommand, + PutObjectCommand, +} = require('@aws-sdk/client-s3'); +const { + xraysdkHelper, + retryStrategyHelper, + M2CException, +} = require('core-lib'); const ZIP = require('adm-zip'); const MIME = require('mime'); +let https = require('node:https'); const mxBaseResponse = require('../shared/mxBaseResponse'); -const ExpectedBucketOwner = process.env.ENV_EXPECTED_BUCKET_OWNER; +/* wrapper https in xray sdk */ +if (process.env.AWS_LAMBDA_FUNCTION_NAME !== undefined) { + try { + const { + captureHTTPs, + } = require('aws-xray-sdk-core'); + https = captureHTTPs(require('node:https')); + } catch (e) { + console.log('aws-xray-sdk-core not loaded'); + } +} + +const CUSTOM_USER_AGENT = process.env.ENV_CUSTOM_USER_AGENT; +const EXPECTED_BUCKET_OWNER = process.env.ENV_EXPECTED_BUCKET_OWNER; class WebContent extends mxBaseResponse(class {}) { constructor(event, context) { @@ -35,26 +42,37 @@ class WebContent extends mxBaseResponse(class {}) { } sanityCheck(data) { + /* solution id, source, and destination must exist */ let missing = [ 'SolutionId', 'Source', 'Destination', - ].filter(x => data[x] === undefined); + ].filter((x) => + data[x] === undefined); + if (missing.length) { - throw new Error(`missing ${missing.join(', ')}`); + throw new M2CException(`missing ${missing.join(', ')}`); } + + /* source bucket & key must exist */ missing = [ 'Bucket', 'Key', - ].filter(x => data.Source[x] === undefined); + ].filter((x) => + data.Source[x] === undefined); + if (missing.length) { - throw new Error(`missing Source.${missing.join(', ')}`); + throw new M2CException(`missing Source.${missing.join(', ')}`); } + + /* destination bucket must exist */ missing = [ 'Bucket', - ].filter(x => data.Destination[x] === undefined); + ].filter((x) => + data.Destination[x] === undefined); + if (missing.length) { - throw new Error(`missing Destination.${missing.join(', ')}`); + throw new M2CException(`missing Destination.${missing.join(', ')}`); } } @@ -81,68 +99,85 @@ class WebContent extends mxBaseResponse(class {}) { async downloadHTTP() { return new Promise((resolve, reject) => { const buffers = []; - const request = HTTPS.request(this.packageUrl, (response) => { - response.on('data', chunk => buffers.push(chunk)); + + const request = https.get(this.packageUrl, (response) => { + response.on('data', (chunk) => { + buffers.push(chunk); + }); + response.on('end', () => { if (response.statusCode >= 400) { - reject(new Error(`${response.statusCode} ${response.statusMessage} ${this.packageUrl.toString()}`)); + reject(new M2CException(`${response.statusCode} ${response.statusMessage} ${this.packageUrl.toString()}`)); return; } resolve(Buffer.concat(buffers)); }); }); - request.on('error', e => reject(e)); + + request.on('error', (e) => { + reject(e); + }); + request.end(); }); } async downloadS3() { - const s3 = new AWS.S3({ - apiVersion: '2006-03-01', + const s3Client = xraysdkHelper(new S3Client({ computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - customUserAgent: process.env.ENV_CUSTOM_USER_AGENT, - }); + applyChecksum: true, + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); - const response = await s3.getObject({ + const command = new GetObjectCommand({ Bucket: this.source.Bucket, Key: this.source.Key, - }).promise(); + }); + + let response = await s3Client.send(command); + response = await response.Body.transformToByteArray(); - return response.Body; + return Buffer.from(response); } async downloadPackage() { - return this.downloadS3().catch(() => - this.downloadHTTP()); + return this.downloadS3() + .catch(() => + this.downloadHTTP()); } async copyFiles(buffer) { const files = []; const unzip = new ZIP(buffer); - const s3 = new AWS.S3({ - apiVersion: '2006-03-01', - computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - customUserAgent: process.env.ENV_CUSTOM_USER_AGENT, - }); - const responses = await Promise.all(unzip.getEntries().filter(x => !x.isDirectory) + + const responses = await Promise.all(unzip.getEntries() + .filter((x) => + !x.isDirectory) .map((entry) => { files.push(entry.entryName); - return s3.putObject({ + + const s3Client = xraysdkHelper(new S3Client({ + computeChecksums: true, + applyChecksum: true, + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new PutObjectCommand({ Bucket: this.destination.Bucket, Key: entry.entryName, ContentType: MIME.getType(entry.entryName), ServerSideEncryption: 'AES256', Body: unzip.readFile(entry.entryName), - ExpectedBucketOwner, - }).promise(); + ExpectedBucketOwner: EXPECTED_BUCKET_OWNER, + }); + + return s3Client.send(command); })); if (responses.length !== files.length) { - throw new Error(`mismatch # of files: ${responses.length}/${files.length}`); + throw new M2CException(`mismatch # of files: ${responses.length}/${files.length}`); } return files; } diff --git a/source/custom-resources/package-lock.json b/source/custom-resources/package-lock.json index 9126844..ae8f11b 100644 --- a/source/custom-resources/package-lock.json +++ b/source/custom-resources/package-lock.json @@ -1,1609 +1,2344 @@ { "name": "m2c-custom-resources", - "version": "1.0.0", - "lockfileVersion": 2, + "version": "2.0.0", + "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "m2c-custom-resources", - "version": "1.0.0", - "license": "Apache-2.0", + "version": "2.0.0", "dependencies": { - "@elastic/elasticsearch": "7.12.0", - "adm-zip": "^0.4.11", - 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"sha512-fDlsI/kFEx7gLvbecc0/ohLG50fugQp8ryHzMTuW9vSa1GJ0XYWKnhsUx7oie3G98+r56aTQIUB4kht42R3JvA==" - }, - "yallist": { + "node_modules/yallist": { "version": "4.0.0", "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz", "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A==" diff --git a/source/custom-resources/package.json b/source/custom-resources/package.json index cc343b0..d4150ed 100644 --- a/source/custom-resources/package.json +++ b/source/custom-resources/package.json @@ -1,6 +1,6 @@ { "name": "m2c-custom-resources", - "version": "1.0.0", + "version": "2.0.0", "description": "media2cloud cloudformation custom resource", "main": "index.js", "private": true, @@ -9,23 +9,33 @@ "test": "mocha *.spec.js", "build:clean": "rm -rf dist && mkdir -p dist", "build:copy": "cp -rv index*.js package.json lib dist/", - "build:install": "cd dist && npm install --omit=dev --omit=optional", + "build:install": "cd dist && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" }, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, + "author": "aws-mediaent-solutions", "dependencies": { - "@elastic/elasticsearch": "7.12.0", - "adm-zip": "^0.4.11", - "aws-elasticsearch-connector": "^9.2.0", - "aws-sdk": "^2.1173.0", - "aws-xray-sdk": "^3.3.4" + "@aws-sdk/client-bedrock": "^3.540.0", + "@aws-sdk/client-cloudfront": "^3.540.0", + "@aws-sdk/client-codebuild": "^3.545.0", + "@aws-sdk/client-cognito-identity-provider": "^3.540.0", + "@aws-sdk/client-ecr": "^3.540.0", + "@aws-sdk/client-iot": "^3.540.0", + "@aws-sdk/client-mediaconvert": "^3.540.0", + "@aws-sdk/client-neptune": "^3.540.0", + "@aws-sdk/client-s3": "^3.540.0", + "@aws-sdk/client-sns": "^3.540.0", + "@aws-sdk/credential-providers": "^3.540.0", + "@aws-sdk/s3-request-presigner": "^3.540.0", + "@opensearch-project/opensearch": "^2.6.0", + "@smithy/service-error-classification": "^2.1.5", + "@smithy/smithy-client": "^2.5.0", + "@smithy/util-retry": "^2.2.0", + "adm-zip": "^0.4.16", + "aws-xray-sdk-core": "^3.6.0", + "mime": "^3.0.0" }, "devDependencies": { "core-lib": "file:../layers/core-lib" - }, - "license": "Apache-2.0" + } } diff --git a/source/graph/api/index.js b/source/graph/api/index.js new file mode 100644 index 0000000..691d319 --- /dev/null +++ b/source/graph/api/index.js @@ -0,0 +1,34 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + MethodNotAllowedException, +} = require('./lib/shared/exceptions'); +const GraphOp = require('./lib/graphOp'); + +exports.handler = async (event, context) => { + console.log(`event = ${JSON.stringify(event, null, 2)}; context = ${JSON.stringify(context, null, 2)};`); + let processor; + try { + const op = (event.queryStringParameters || {}).op; + if (GraphOp.opSupported(op)) { + processor = new GraphOp(event, context); + } + + if (processor) { + if (event.httpMethod === 'OPTIONS') { + return processor.onOPTIONS(); + } + if (event.httpMethod === 'GET') { + return processor.onGET(); + } + } + throw new MethodNotAllowedException(); + } catch (e) { + if (processor) { + return processor.onError(e); + } + console.log('CRITICAL', 'Exception not handled', e.errorCode || e.code, e.message); + throw e; + } +}; diff --git a/source/graph/api/lib/graphOp/index.js b/source/graph/api/lib/graphOp/index.js new file mode 100644 index 0000000..0acd897 --- /dev/null +++ b/source/graph/api/lib/graphOp/index.js @@ -0,0 +1,518 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + driver: { + DriverRemoteConnection, + }, + structure: { + Graph, + }, + process: { + statics, + column, + direction, + pick, + pop, + order, + scope, + P, + TextP, + t, + EnumValue, + }, +} = require('gremlin'); +const { + GraphDefs, +} = require('core-lib'); +const BaseOp = require('../shared/baseOp'); +const { + InternalServerErrorException, +} = require('../shared/exceptions'); + +const { + Vertices, + Edges, +} = GraphDefs; + +const NEPTUNE_ENDPOINT = process.env.ENV_NEPTUNE_ENDPOINT_RO + || process.env.ENV_NEPTUNE_ENDPOINT; + +const OP_QUERY = 'query'; +const OP_INFO = 'info'; +const OP_PATH = 'path'; +const TYPE_VERTICE = 'vertice'; +const TYPE_EDGE = 'edge'; +const QUERY_TIMEOUT_MS = 28 * 1000; +const DEFAULT_PAGESIZE = 20; +const RETURNED_PROPS = [ + 'id', + 'label', + 'name', + 'faceId', + 'collectionId', +]; + +class GraphOp extends BaseOp { + static opSupported(op) { + return [ + OP_QUERY, + OP_INFO, + OP_PATH, + ].includes(op); + } + + async onGET(data) { + let dc; + let responseData; + try { + if (!NEPTUNE_ENDPOINT) { + throw new Error('NEPTUNE_ENDPOINT not defined'); + } + + dc = new DriverRemoteConnection(`wss://${NEPTUNE_ENDPOINT}/gremlin`, {}); + const graph = new Graph(); + const g = graph.traversal().withRemote(dc); + + const qs = this.queryString; + if (qs.op === OP_INFO) { + responseData = await this.getGraphInfo(g, qs); + } else if (qs.op === OP_PATH) { + responseData = await this.pathVertices(g, qs); + } else if (qs.type === TYPE_VERTICE) { + responseData = await this.queryVertices(g, qs); + } else if (qs.type === TYPE_EDGE) { + responseData = await this.queryEdges(g, qs); + } else { + throw new Error('type not supported'); + } + + return this.onSucceed(responseData); + } catch (e) { + console.log(e); + throw new InternalServerErrorException(e.message); + } finally { + console.log('finally... closing driver...'); + if (dc) { + dc.close(); + } + } + } + + async getGraphInfo(g, qs) { + let query = g.V(); + + if (qs.type === TYPE_EDGE) { + query = g.E(); + } + query = query + .groupCount() + .by(t.label); + + return query + .toList() + .then((res) => { + const response = this.arrayReduce(res); + console.log( + '== getGraphInfo:', + qs.type, + '==', + JSON.stringify(response, null, 2) + ); + return response; + }); + } + + async pathVertices(g, qs) { + const permutations = []; + + if (qs.from && qs.to) { + const from = qs.from; + const ids = decodeURIComponent(qs.to) + .split(',') + .filter((x) => + x.length); + + ids.forEach((to) => { + permutations.push({ + from, + to, + }); + }); + } else if (qs.ids) { + const ids = decodeURIComponent(qs.ids || '') + .split(',') + .filter((x) => + x.length); + + while (ids.length > 1) { + const from = ids.pop(); + ids.forEach((to) => { + permutations.push({ + from, + to, + }); + }); + } + } + + const response = await Promise.all(permutations + .map((permutation) => + this.queryPathFromAToB(g, permutation))); + + return response + .flat(1); + } + + async queryVerticeByIds(g, qs) { + const ids = decodeURIComponent(qs.ids || '') + .split(',') + .filter((x) => + x.length); + const query = g.V(...ids) + .elementMap('id', 'label', 'name'); + + return query.toList() + .then((res) => + this.arrayReduce(res)); + } + + async queryVerticeById(g, qs) { + const start = Number(qs.token || 0); + const end = start + Number(qs.pagesize || DEFAULT_PAGESIZE); + const labels = decodeURIComponent(qs.labels || '') + .split(',') + .filter((x) => + x.length); + + let query = g.V(qs.id) + .bothE() + .dedup() + .otherV(); + + /* filter with label */ + if (labels.length > 0) { + query = query.hasLabel(...labels); + } + + query = query + .range(start, end) + .path() + .map( + statics + .unfold() + .map( + statics.elementMap(...RETURNED_PROPS) + ) + .fold() + ); + + return query + .toList() + .then((res) => { + console.log( + '== queryVerticeById:', + qs.id, + '==', + JSON.stringify(res, null, 2) + ); + + const response = this.dedup(this.arrayReduce(res)); + console.log( + '== queryVerticeById:', + qs.id, + '==', + JSON.stringify(response, null, 2) + ); + return response; + }); + } + + async queryVerticeByLabel(g, qs) { + const start = Number(qs.token || 0); + const end = start + Number(qs.pagesize || DEFAULT_PAGESIZE); + + let query = g.V() + .hasLabel(qs.label); + + if (qs.name !== undefined) { + query = query + .has('name', TextP.containing(qs.name)); + } + + query = query + .range(start, end) + .valueMap(true); + + return query + .toList() + .then((res) => { + const response = this.arrayReduce(res); + console.log( + '== queryVerticeByLabel:', + qs.label, + qs.name, + '==', + JSON.stringify(response, null, 2) + ); + return response; + }); + } + + async queryVertices(g, qs) { + if (qs.ids !== undefined) { + return this.queryVerticeByIds(g, qs); + } + if (qs.id !== undefined) { + return this.queryVerticeById(g, qs); + } + if (qs.label !== undefined) { + return this.queryVerticeByLabel(g, qs); + } + throw new Error('invalid query options'); + } + + async queryGraph(g, options) { + if (options.id) { + return this.queryById(g, options); + } + if (options.type === TYPE_VERTICE) { + return this.queryVertices(g, options); + } + if (options.type === TYPE_EDGE) { + return this.queryEdges(g, options); + } + throw new Error('Incorrect parameter'); + } + + async queryEdges(g, options) { + if (!options.label) { + throw new Error('Missing parameter'); + } + + const start = Number(options.token || 0); + const end = start + Number(options.pagesize || 20); + + let query = g.E() + .hasLabel(options.label); + + if (options.name) { + query = query + .has('name', TextP.containing(options.name)); + } + + query = query + .range(start, end) + .valueMap(true); + + return query.toList() + .then((res) => + this.arrayReduce(res)); + } + + async queryById(g, options) { + if (options.type !== TYPE_VERTICE) { + throw new Error('Incorrect parameter'); + } + const start = Number(options.token || 0); + const end = start + Number(options.pagesize || 20); + let query; + /* if level is specified, query two levels of nodes */ + if (options.level !== undefined) { + query = g.V(options.id) + .outE() + .otherV() + .inE() + .otherV() + .hasId(P.neq(options.id)) + .range(start, end) + .path() + .map( + statics.unfold() + .map(statics.elementMap('name')) + .fold() + ); + } else { + query = g.V(options.id) + .bothE() + .range(start, end) + .otherV() + .path() + .map( + statics.unfold() + .map( + statics.elementMap('name') + ) + .fold() + ); + } + + return query.toList() + .then((res) => + this.arrayReduce(res)); + } + + async queryPath(g, options) { + if (options.to && options.from) { + return this.queryPathFromAToB(g, options); + } + + if (!options.id) { + throw new Error('id is null.'); + } + + const ids = decodeURIComponent(options.id) + .split(',') + .filter((x) => + x.length); + + let query = g.V(...ids); + if (options.direction === 'both') { + query = query + .bothE() + .dedup() + .otherV(); + } else if (options.direction === 'in') { + query = query + .inE() + .dedup() + .otherV(); + } else if (options.direction === 'out') { + query = query + .outE() + .dedup() + .otherV(); + } else { + throw new Error('invalid direction'); + } + + if (options.label !== undefined) { + const labels = options.label + .split(',') + .filter((x) => + x.length); + query = query + .hasLabel(...labels); + // .has('status', 'released'); + } + + const year = Number(options.year || 2013); + query = query.has('year', P.gte(year)); + + const start = Number(options.start || 0); + const end = Number(options.end || 10) + start; + query = query.range(start, end); + + query = query.path() + .map( + statics.unfold() + .map( + statics.elementMap() + ) + .fold() + ); + return query.toList() + .then((res) => + this.dedup(this.arrayReduce(res))); + } + + async queryPathFromAToB(g, options) { + const from = options.from; + const to = options.to; + const limit = Number(options.limit || 1); + + console.log( + '=== queryPathFromAToB:', + from, + to + ); + + const query = g.V(from) + .repeat( + statics.timeLimit(QUERY_TIMEOUT_MS) + /* both doesn't return edges */ + // .both() + /* edge and otherV takes longer time */ + .bothE() + .otherV() + .simplePath() + ) + .until( + statics.hasId(to) + ) + .path() + .limit(limit) + .map( + statics.unfold() + .map( + statics.elementMap(...RETURNED_PROPS) + ) + .fold() + ); + + return query + .toList() + .then((res) => { + console.log( + '=== [RET] queryPathFromAToB:', + from, + to, + res + ); + return this.arrayReduce(res); + }); + } + + arrayReduce(arrayData) { + return arrayData.map((x) => { + if (x instanceof Map) { + return this.mapReduce(x); + } + if (Array.isArray(x)) { + return this.arrayReduce(x); + } + return x; + }); + } + + mapReduce(mapData) { + const entries = [ + ...mapData, + ]; + return entries.reduce((a0, c0) => { + const key = (c0[0] instanceof EnumValue) + ? c0[0].elementName + : c0[0]; + let val = c0[1]; + if (val instanceof Map) { + val = this.mapReduce(val); + } else if (Array.isArray(val)) { + val = this.arrayReduce(val); + } + return { + ...a0, + [key]: val, + }; + }, {}); + } + + dedup(dataset) { + const deduped = []; + const processed = {}; + while (dataset.length) { + const item = dataset.shift(); + const unique = `${item[2].id},${item[0].id}`; + if (processed[unique] === undefined) { + processed[unique] = true; + deduped.push(item); + } + } + return deduped; + } + + async debugQuery(g, options) { + throw new Error('not allow'); + } +} + +module.exports = GraphOp; diff --git a/source/graph/api/lib/shared/baseOp.js b/source/graph/api/lib/shared/baseOp.js new file mode 100644 index 0000000..4196abb --- /dev/null +++ b/source/graph/api/lib/shared/baseOp.js @@ -0,0 +1,109 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + MethodNotAllowedException, +} = require('./exceptions'); + +const ALLOW_METHODS = [ + 'GET', + 'OPTIONS', +]; + +const ALLOW_HEADERS = [ + 'Authorization', + 'Host', + 'Content-Type', + 'X-Amz-Date', + 'X-Api-Key', + 'X-Amz-Security-Token', + 'x-amz-content-sha256', + 'x-amz-user-agent', + 'x-api-key', +]; + +class BaseOp { + constructor(request, context) { + this.$request = request; + this.$context = context; + const qs = request.queryStringParameters || {}; + this.$queryString = Object.keys(qs).reduce((a0, c0) => ({ + ...a0, + [c0]: decodeURIComponent(qs[c0]), + }), {}); + } + + static opSupported(op) { + return false; + } + + get request() { + return this.$request; + } + + get context() { + return this.$context; + } + + get queryString() { + return this.$queryString; + } + + getCORS(data) { + const headers = this.request.headers; + return { + 'Content-Type': (typeof data === 'string') + ? 'text/plain' + : 'application/json', + 'Access-Control-Allow-Methods': ALLOW_METHODS.join(', '), + 'Access-Control-Allow-Headers': ALLOW_HEADERS.join(', '), + 'Access-Control-Allow-Origin': headers.Origin + || headers.origin + || headers['X-Forwarded-For'] + || '*', + 'Access-Control-Allow-Credentials': 'true', + }; + } + + async onOPTIONS() { + return { + statusCode: 200, + headers: this.getCORS(), + }; + } + + async onGET(response) { + return this.onSucceed(response); + } + + async onPOST(response) { + throw new MethodNotAllowedException(); + } + + async onDELETE(response) { + throw new MethodNotAllowedException(); + } + + onSucceed(payload) { + return { + statusCode: 200, + headers: this.getCORS(payload), + body: (typeof payload === 'string') + ? payload + : JSON.stringify(payload), + }; + } + + onError(e) { + return { + statusCode: 200, + headers: this.getCORS(), + body: JSON.stringify({ + errorCode: e.errorCode || 500, + errorMessage: e.message, + }), + }; + } +} + +module.exports = BaseOp; diff --git a/source/graph/api/lib/shared/exceptions.js b/source/graph/api/lib/shared/exceptions.js new file mode 100644 index 0000000..fa51436 --- /dev/null +++ b/source/graph/api/lib/shared/exceptions.js @@ -0,0 +1,43 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + ServiceException, +} = require('@smithy/smithy-client'); + +/** + * @class MethodNotAllowedException + * @description Error code 403 + */ +class MethodNotAllowedException extends ServiceException { + constructor(message) { + super({ + message, + name: 'MethodNotAllowedException', + $metadata: { + httpStatusCode: 403, + }, + }); + } +} + +/** + * @class InternalServerErrorException + * @description Error code 500 + */ +class InternalServerErrorException extends ServiceException { + constructor(message) { + super({ + message, + name: 'InternalServerErrorException', + $metadata: { + httpStatusCode: 500, + }, + }); + } +} + +module.exports = { + MethodNotAllowedException, + InternalServerErrorException, +}; diff --git a/source/graph/api/package-lock.json b/source/graph/api/package-lock.json new file mode 100644 index 0000000..6653196 --- /dev/null +++ b/source/graph/api/package-lock.json @@ -0,0 +1,397 @@ +{ + 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b/source/graph/api/package.json new file mode 100644 index 0000000..4622cb5 --- /dev/null +++ b/source/graph/api/package.json @@ -0,0 +1,22 @@ +{ + "name": "graph-api", + "version": "0.1.0", + "description": "Gremlin Query API lambda function", + "main": "index.js", + "private": true, + "scripts": { + "pretest": "npm install", + "test": "jest --coverage --coverageDirectory=../../../coverage", + "build:clean": "rm -rf dist && mkdir -p dist", + "build:copy": "cp -rv index.js package.json lib dist/", + "build:install": "cd dist && npm install --omit=dev", + "build": "npm-run-all -s build:clean build:copy build:install", + "zip": "cd dist && zip -rq" + }, + "author": "aws-mediaent-solutions", + "devDependencies": { + "@smithy/smithy-client": "^2.1.18", + "core-lib": "file:../../layers/core-lib", + "gremlin": "^3.7.1" + } +} diff --git a/source/graph/step/definitions.json b/source/graph/step/definitions.json new file mode 100644 index 0000000..9f67b8f --- /dev/null +++ b/source/graph/step/definitions.json @@ -0,0 +1,10 @@ +{ + "StartAt": "Index results", + "States": { + "Index results": { + "Type": "Task", + "Resource": "${GraphIndexerLambda.Arn}", + "End": true + } + } +} diff --git a/source/graph/step/states/index-results/index.js b/source/graph/step/states/index-results/index.js new file mode 100644 index 0000000..fc149a5 --- /dev/null +++ b/source/graph/step/states/index-results/index.js @@ -0,0 +1,55 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + Environment: { + StateMachines: { + Ingest, + Analysis, + AssetRemoval, + UpdateFaceIndexer, + }, + }, +} = require('core-lib'); + +const IngestWorkflow = require('./lib/workflow/ingest'); +const AnalysisWorkflow = require('./lib/workflow/analysis'); +const AssetRemovalWorkflow = require('./lib/workflow/assetRemoval'); +const UpdateFaceIndexerWorkflow = require('./lib/workflow/updateFaceIndexer'); + +exports.handler = async (event, context) => { + let workflow; + try { + console.log(`event = ${JSON.stringify(event, null, 2)};`); + + const output = JSON.parse(event.detail.output); + const stateMachine = event.detail.stateMachineArn + .split(':') + .pop(); + + if (stateMachine === Ingest) { + workflow = new IngestWorkflow(event, context); + } else if (stateMachine === Analysis) { + workflow = new AnalysisWorkflow(event, context); + } else if (stateMachine === AssetRemoval) { + workflow = new AssetRemovalWorkflow(event, context); + } else if (stateMachine === UpdateFaceIndexer) { + workflow = new UpdateFaceIndexerWorkflow(event, context); + } else { + throw new Error(`fail to find workflow for ${output.status}`); + } + + const response = await workflow.process(); + console.log('response', response); + + return response; + } catch (e) { + console.error(e); + } finally { + if (workflow) { + workflow.close(); + } + } + + return event; +}; diff --git a/source/graph/step/states/index-results/lib/base.js b/source/graph/step/states/index-results/lib/base.js new file mode 100644 index 0000000..f7221fd --- /dev/null +++ b/source/graph/step/states/index-results/lib/base.js @@ -0,0 +1,137 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + process: { + EnumValue, + statics, + t, + }, +} = require('gremlin'); + +class Base { + constructor(id, label, properties = {}) { + this.$idMap = new Map(); + this.$idMap.set(t.id, id); + + this.$propertyMap = new Map(); + this.$propertyMap.set(t.label, label); + + Object.keys(properties) + .forEach((x) => { + this.$propertyMap.set(x, properties[x]); + }); + } + + get idMap() { + return this.$idMap; + } + + get propertyMap() { + return this.$propertyMap; + } + + get id() { + return this.$idMap.get(t.id); + } + + get label() { + return this.propertyMap.get(t.label); + } + + getProperty(name) { + return this.propertyMap.get(name); + } + + setProperty(name, value) { + this.propertyMap.set(name, value); + return this; + } + + upsert(g) { + return g; + } + + async drop(g) { + return g + .drop() + .iterate(); + } + + async update(g, name, value) { + return undefined; + } + + async dump(g) { + return g + .path() + .map( + statics.unfold() + .map( + statics.valueMap(true) + ) + .fold() + ) + .toList() + .then((res) => + Base.arrayReduce(res)); + } + + static arrayReduce(arrayData) { + return arrayData + .map((x) => { + if (x instanceof Map) { + return Base.mapReduce(x); + } + if (Array.isArray(x)) { + return Base.arrayReduce(x); + } + return x; + }); + } + + static mapReduce(mapData) { + const entries = [ + ...mapData, + ]; + + return entries + .reduce((a0, c0) => { + const key = (c0[0] instanceof EnumValue) + ? c0[0].elementName + : c0[0]; + + let val = c0[1]; + + if (val instanceof Map) { + val = Base.mapReduce(val); + } else if (Array.isArray(val)) { + val = Base.arrayReduce(val); + } + + return { + ...a0, + [key]: val, + }; + }, {}); + } + + static dedup(duplicated) { + const deduped = []; + const processed = {}; + + while (duplicated.length) { + const item = duplicated.shift(); + const unique = `${item[2].id},${item[0].id}`; + + if (processed[unique] === undefined) { + processed[unique] = true; + deduped.push(item); + } + } + + return deduped; + } +} + +module.exports = Base; diff --git a/source/graph/step/states/index-results/lib/edge.js b/source/graph/step/states/index-results/lib/edge.js new file mode 100644 index 0000000..68efb57 --- /dev/null +++ b/source/graph/step/states/index-results/lib/edge.js @@ -0,0 +1,63 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + process: { + merge, + direction, + cardinality, + }, +} = require('gremlin'); +const Base = require('./base'); + +class Edge extends Base { + upsert(g) { + return g.mergeE(this.idMap) + .option(merge.onCreate, this.propertyMap); + } + + async drop(g) { + return super.drop(g.E(this.id)); + } + + async update(g, name, value) { + return g.E(this.id) + .property( + cardinality.single, + name, + value + ) + .iterate(); + } + + static fromVertices(label, from, to) { + const fromId = from.id; + const toId = to.id; + const id = `${fromId}_${toId}`; + + const edge = new Edge(id, label); + + // Known issue with direction.from_ and direction.to, + // use direction.in and direction.out, + // https://www.answeroverflow.com/m/1096083414928588840 + edge.setProperty( + direction.in, + fromId + ); + + edge.setProperty( + direction.out, + toId + ); + + return edge; + } + + async dump(g) { + return super.dump(g.E(this.id) + .bothV() + .dedup()); + } +} + +module.exports = Edge; diff --git a/source/graph/step/states/index-results/lib/graphManager.js b/source/graph/step/states/index-results/lib/graphManager.js new file mode 100644 index 0000000..b43f968 --- /dev/null +++ b/source/graph/step/states/index-results/lib/graphManager.js @@ -0,0 +1,65 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + driver: { + DriverRemoteConnection, + }, + structure: { + Graph, + }, +} = require('gremlin'); +const Base = require('./base'); + +const NEPTUNE_ENDPOINT = process.env.ENV_NEPTUNE_ENDPOINT; + +let _remoteConnection; + +class GraphManager { + constructor(endpoint = NEPTUNE_ENDPOINT) { + this.$graph = undefined; + + try { + const wss = `wss://${endpoint}/gremlin`; + _remoteConnection = new DriverRemoteConnection(wss, {}); + + const graph = new Graph(); + this.$graph = graph + .traversal() + .withRemote(_remoteConnection); + } catch (e) { + if (_remoteConnection) { + _remoteConnection.close(); + _remoteConnection = undefined; + } + throw new Error('failed to create graph'); + } + } + + get graph() { + return this.$graph; + } + + close() { + console.log('finally... closing driver...'); + if (_remoteConnection !== undefined) { + _remoteConnection.close(); + _remoteConnection = undefined; + } + } + + async dumpVertices() { + return Base.dump(this.graph.V() + .bothE() + .dedup() + .otherV()); + } + + async dumpEdges() { + return Base.dump(this.graph.E() + .bothV() + .dedup()); + } +} + +module.exports = GraphManager; diff --git a/source/graph/step/states/index-results/lib/vertex.js b/source/graph/step/states/index-results/lib/vertex.js new file mode 100644 index 0000000..c9f4659 --- /dev/null +++ b/source/graph/step/states/index-results/lib/vertex.js @@ -0,0 +1,40 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + process: { + merge, + cardinality, + }, +} = require('gremlin'); +const Base = require('./base'); + +class Vertex extends Base { + upsert(g) { + return g.mergeV(this.idMap) + .option(merge.onCreate, this.propertyMap); + } + + async drop(g) { + return super.drop(g.V(this.id)); + } + + async update(g, name, value) { + return g.V(this.id) + .property( + cardinality.single, + name, + value + ) + .iterate(); + } + + async dump(g) { + return super.dump(g.V(this.id) + .bothE() + .dedup() + .otherV()); + } +} + +module.exports = Vertex; diff --git a/source/graph/step/states/index-results/lib/workflow/analysis.js b/source/graph/step/states/index-results/lib/workflow/analysis.js new file mode 100644 index 0000000..4648ed9 --- /dev/null +++ b/source/graph/step/states/index-results/lib/workflow/analysis.js @@ -0,0 +1,557 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + StateData: { + Statuses: { + AnalysisCompleted, + }, + }, + AnalysisTypes: { + Rekognition, + Comprehend, + }, + AdBreak, + AutoFaceIndexer, + Shoppable, + Scene, + GraphDefs, + CommonUtils, + FaceIndexer, +} = require('core-lib'); + +const BaseWorkflow = require('./base'); +const Vertex = require('../vertex'); +const Edge = require('../edge'); + +const { + Vertices: { + Asset, + Celeb, + Label, + Keyword, + }, + Edges: { + HasCeleb, + HasLabel, + HasModerationLabel, + HasKeyword, + }, +} = GraphDefs; // require('../constants'); + +const MIN_CONFIDENCE = 70.0; +const MIN_APPEARANCE_IN_MS = 1000; +const ANALYSIS_COMPLETED = 'ANALYSIS_COMPLETED'; +const TYPE_VIDEO = 'video'; +const TYPE_AUDIO = 'audio'; +const TYPE_IMAGE = 'image'; +const TYPE_DOCUMENT = 'document'; +const CATEGORY_VIDEO_REKOGNITION = 'rekognition'; +const CATEGORY_IMAGE_REKOGNITION = 'rekog-image'; +const CATEGORY_COMPREHEND = 'comprehend'; + +const REGEX_FACEID = /^[a-fA-F0-9]{8}(-[a-fA-F0-9]{4}){3}-[a-fA-F0-9]{12}$/; +const REGEX_HEXSTR = /^[a-f0-9]{6,}$/; +const IGNORE_TYPES = [ + AdBreak, + AutoFaceIndexer, + Shoppable, + Scene, +]; + +class AnalysisWorkflow extends BaseWorkflow { + static isSupported(status) { + return (status === AnalysisCompleted); + } + + parseVideoAnalysis(assetV, type, duration, data = {}) { + let collectionId; + if (type === Rekognition.FaceMatch) { + collectionId = this.output.input.aiOptions.faceCollectionId || ''; + } + + const results = []; + + if (IGNORE_TYPES.includes(type)) { + return []; + } + + Object.keys(data) + .forEach((x) => { + if (!Array.isArray(data[x])) { + return; + } + const filtered = data[x] + .filter((x0) => + x0.confidence >= MIN_CONFIDENCE); + + const appearanceInMsecs = filtered + .reduce((a0, c0) => + a0 + (c0.end - c0.begin), 0); + if (appearanceInMsecs < MIN_APPEARANCE_IN_MS) { + return; + } + + let avgConfidence = filtered + .reduce((a0, c0) => + a0 + c0.confidence, 0); + avgConfidence = Number(((avgConfidence / filtered.length) / 100).toFixed(2)); + + let name = x; + let id; + + // if has faceId, use faceId and strip '-' character + if (filtered[0].faceId !== undefined) { + id = name.replaceAll('-', ''); + } else { + name = FaceIndexer.resolveExternalImageId(name, true); + id = Buffer.from(name.toLowerCase()).toString('hex'); + } + + const props = { + name, + }; + + let nodeType; + let edgeType; + if ([Rekognition.Celeb, Rekognition.FaceMatch].includes(type)) { + nodeType = Celeb; + edgeType = HasCeleb; + id = `${id}-${Celeb}`; + /* specific to FaceMatch */ + if (collectionId) { + props.collectionId = collectionId; + } + if (filtered[0].faceId) { + props.faceId = filtered[0].faceId; + } + } else if ([Rekognition.Label, Rekognition.Moderation].includes(type)) { + nodeType = Label; + edgeType = HasLabel; + id = `${id}-${Label}`; + } else { + return; + } + + const rekV = new Vertex(id, nodeType, props); + + /* E: asset -> rekV */ + const showrate = Number((appearanceInMsecs / duration).toFixed(2)); + const edge = Edge.fromVertices(edgeType, assetV, rekV); + edge.setProperty('confidence', avgConfidence); + edge.setProperty('showrate', showrate); + + results.push({ + v: rekV, + e: edge, + }); + }); + + return results; + } + + async processVideoAnalysis(assetV) { + const proxyBucket = this.output.input.destination.bucket; + const duration = this.output.input.duration; + const data = (this.output.data.video || {})[CATEGORY_VIDEO_REKOGNITION] || {}; + + const responses = (await Promise.all(Object.keys(data) + .map((type) => { + if (data[type].metadata !== undefined) { + return CommonUtils.download( + proxyBucket, + data[type].metadata + ).then((res) => { + const parsed = JSON.parse(res); + return this.parseVideoAnalysis(assetV, type, duration, parsed); + }); + } + return []; + }))) + .flat(1); + + /* https://docs.aws.amazon.com/neptune/latest/userguide/gremlin-efficient-upserts.html + 200 records per batch, roughtly 40 vertices and edges together */ + while (responses.length > 0) { + const batch = responses.splice(0, 40); + + let chained = this.graph; + batch.forEach((x) => { + console.log('vertex', x.v.id); + chained = x.v.upsert(chained); + }); + batch.forEach((x) => { + console.log('edge', x.e.id); + chained = x.e.upsert(chained); + }); + + const response = await chained.iterate(); + console.log('== chained', JSON.stringify(response)); + } + + return responses; + } + + parseAudioAnalysis(assetV, category, duration, data = []) { + const ignoreTypes = [ + 'DATE', + 'OTHER', + 'QUANTITY', + ]; + const keywords = []; + + if ([Comprehend.Entity, Comprehend.CustomEntity].includes(category)) { + data + .filter((x) => + !ignoreTypes.includes(x)) + .forEach((x) => { + /* make sure it doesn't collide with label or celeb names */ + const id = [ + Buffer.from(x.text.toLowerCase()).toString('hex'), + Keyword, + ].join('-'); + + const found = keywords + .find((x0) => + x0.v.id === id); + + if (found) { + /* update edge properties */ + let showrate = found.e.getProperty('showrate'); + showrate += (x.end - x.begin) / duration; + showrate = Number(Math.max(1, showrate).toFixed(2)); + found.e.setProperty('showrate', showrate); + + let confidence = found.e.getProperty('confidence'); + confidence = Math.max(confidence, x.confidence / 100); + found.e.setProperty('confidence', confidence); + + return; + } + + const props = { + name: x.text, + }; + const keywordV = new Vertex(id, Keyword, props); + + /* E: asset -> keyword */ + const confidence = Number((x.confidence / 100).toFixed(2)); + const showrate = Number(((x.end - x.begin) / duration).toFixed(2)); + const edge = Edge.fromVertices(HasKeyword, assetV, keywordV); + edge.setProperty('confidence', confidence); + edge.setProperty('showrate', showrate); + + keywords.push({ + v: keywordV, + e: edge, + }); + }); + } + + return keywords; + } + + async processAudioAnalysis(assetV) { + const proxyBucket = this.output.input.destination.bucket; + const duration = this.output.input.duration; + const data = (this.output.data.audio || {})[CATEGORY_COMPREHEND] || {}; + + const responses = (await Promise.all(Object.keys(data) + .map((type) => { + if (data[type].metadata !== undefined) { + return CommonUtils.download( + proxyBucket, + data[type].metadata + ).then((res) => { + const parsed = JSON.parse(res); + return this.parseAudioAnalysis(assetV, type, duration, parsed); + }); + } + return []; + }))) + .flat(1); + + /* https://docs.aws.amazon.com/neptune/latest/userguide/gremlin-efficient-upserts.html + 200 records per batch, roughtly 40 vertices and edges together */ + while (responses.length > 0) { + const batch = responses.splice(0, 40); + + let chained = this.graph; + batch.forEach((x) => { + console.log('vertex', x.v.id); + chained = x.v.upsert(chained); + }); + batch.forEach((x) => { + console.log('edge', x.e.id); + chained = x.e.upsert(chained); + }); + + const response = await chained.iterate(); + console.log('== chained', JSON.stringify(response)); + } + + return responses; + } + + parseImageKnownFaces(assetV, data) { + const knownFaces = []; + + if (data.FaceMatches) { + data.FaceMatches + .forEach((x) => { + if (!x.Face.FaceId) { + return; + } + + const faceId = x.Face.FaceId; + const externalImageId = x.Face.ExternalImageId; + let name = x.Face.Name; + if (!name) { + name = FaceIndexer.resolveExternalImageId( + x.Face.ExternalImageId, + faceId + ); + } + + /* V: celeb */ + /* force to store id w/ lowercase name and convert to hex string */ + const id = [ + faceId, + Celeb, + ].join('-'); + const props = { + name, + faceId, + externalImageId, + }; + const celebV = new Vertex(id, Celeb, props); + + /* E: asset -> celeb */ + const confidence = Number((x.Similarity / 100).toFixed(2)); + const showrate = 1.0; + const edge = Edge.fromVertices(HasCeleb, assetV, celebV); + edge.setProperty('confidence', confidence); + edge.setProperty('showrate', showrate); + + knownFaces.push({ + v: celebV, + e: edge, + }); + }); + } + + if (data.CelebrityFaces) { + data.CelebrityFaces + .forEach((x) => { + /* V: celeb */ + const id = [ + Buffer.from(x.Name.toLowerCase()).toString('hex'), + Celeb, + ].join('-'); + + /* only create vertex if it is not already in FaceMatches */ + const found = knownFaces + .find((x0) => + x0.v.id === id); + if (found) { + return; + } + + const props = { + name: x.Name, + }; + if (x.Urls && x.Urls[0]) { + props.url = x.Urls[0]; + } + const celebV = new Vertex(id, Celeb, props); + + /* E: asset -> celeb */ + const confidence = Number((x.MatchConfidence / 100).toFixed(2)); + const showrate = 1.0; + const edge = Edge.fromVertices( + HasCeleb, + assetV, + celebV + ); + edge.setProperty('confidence', confidence); + edge.setProperty('showrate', showrate); + + knownFaces.push({ + v: celebV, + e: edge, + }); + }); + } + + return knownFaces; + } + + parseImageLabels(assetV, data) { + const labels = []; + if (data.Labels) { + data.Labels + .forEach((x) => { + if (x.Confidence < MIN_CONFIDENCE) { + return; + } + /* V: label */ + /* force to store id w/ lowercase name and convert to hex string */ + const id = [ + Buffer.from(x.Name.toLowerCase()).toString('hex'), + Label, + ].join('-'); + + const props = { + name: x.Name, + }; + const labelV = new Vertex(id, Label, props); + + /* E: asset -> label */ + const confidence = Number((x.Confidence / 100).toFixed(2)); + const showrate = 1.0; + const edge = Edge.fromVertices(HasLabel, assetV, labelV); + edge.setProperty('confidence', confidence); + edge.setProperty('showrate', showrate); + + labels.push({ + v: labelV, + e: edge, + }); + }); + } + + if (data.ModerationLabels) { + data.ModerationLabels + .forEach((x) => { + if (x.Confidence < MIN_CONFIDENCE) { + return; + } + if (!x.ParentName) { + return; + } + /* V: label */ + const name = `${x.Name}, ${x.ParentName}`; + /* force to store id w/ lowercase name and convert to hex string */ + const id = [ + Buffer.from(name.toLowerCase()).toString('hex'), + Label, + ].join('-'); + + const props = { + name: x.Name, + }; + const labelV = new Vertex(id, Label, props); + + /* E: asset -> label */ + const confidence = Number((x.Confidence / 100).toFixed(2)); + const showrate = 1.0; + const edge = Edge.fromVertices(HasModerationLabel, assetV, labelV); + edge.setProperty('confidence', confidence); + edge.setProperty('showrate', showrate); + + labels.push({ + v: labelV, + e: edge, + }); + }); + } + + return labels; + } + + parseImageAnalysis(assetV, data = {}) { + const knownFaces = this.parseImageKnownFaces(assetV, data); + const labels = this.parseImageLabels(assetV, data); + + return knownFaces.concat(labels); + } + + async processImageAnalysis(assetV) { + const proxyBucket = this.output.input.destination.bucket; + const data = (this.output.data.image || {})[CATEGORY_IMAGE_REKOGNITION] || {}; + + const responses = (await Promise.all(Object.keys(data) + .map((type) => { + if (data[type].output !== undefined) { + return CommonUtils.download( + proxyBucket, + data[type].output + ).then((res) => { + const parsed = JSON.parse(res); + return this.parseImageAnalysis(assetV, parsed); + }); + } + return []; + }))) + .flat(1); + + /* https://docs.aws.amazon.com/neptune/latest/userguide/gremlin-efficient-upserts.html + 200 records per batch, roughtly 40 vertices and edges together */ + while (responses.length > 0) { + const batch = responses.splice(0, 40); + + let chained = this.graph; + batch.forEach((x) => { + console.log('vertex', x.v.id); + chained = x.v.upsert(chained); + }); + batch.forEach((x) => { + console.log('edge', x.e.id); + chained = x.e.upsert(chained); + }); + + const response = await chained.iterate(); + console.log('== chained', JSON.stringify(response)); + } + + return responses; + } + + async processDocumentAnalysis(assetV) { + return undefined; + } + + async process() { + const promises = []; + const data = this.output.data; + + if (this.output.status !== AnalysisCompleted) { + return undefined; + } + + /* asset node should have already been created from the ingest side. + this node is just to be used as a reference to build the edges and relationships */ + const uuid = this.output.uuid; + const assetV = new Vertex(uuid, Asset); + if (data[TYPE_VIDEO]) { + promises.push(this.processVideoAnalysis(assetV)); + } + if (data[TYPE_AUDIO]) { + promises.push(this.processAudioAnalysis(assetV)); + } + if (data[TYPE_IMAGE]) { + promises.push(this.processImageAnalysis(assetV)); + } + if (data[TYPE_DOCUMENT]) { + promises.push(this.processDocumentAnalysis(assetV)); + } + + const response = await Promise.all(promises); + + /* update status */ + const status = this.output.status; + await assetV.update(this.graph, 'status', status); + + /* debug: dump graph structure */ + const dbg = await assetV.dump(this.graph); + console.log('== analysis - dump graph', assetV.id); + dbg.forEach((x) => { + console.log(`${x[0].name[0]} (${x[0].label}) -> ${x[1].label} -> ${x[2].name[0]} (${x[2].label})`); + }); + console.log('Total connections', dbg.length); + + return response; + } +} + +module.exports = AnalysisWorkflow; diff --git a/source/graph/step/states/index-results/lib/workflow/assetRemoval.js b/source/graph/step/states/index-results/lib/workflow/assetRemoval.js new file mode 100644 index 0000000..f8b4e60 --- /dev/null +++ b/source/graph/step/states/index-results/lib/workflow/assetRemoval.js @@ -0,0 +1,48 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + StateData: { + Statuses: { + Removed, + }, + }, + GraphDefs, +} = require('core-lib'); +const Vertex = require('../vertex'); +const BaseWorkflow = require('./base'); + +const { + Vertices: { + Asset, + }, +} = GraphDefs; + +class AssetRemovalWorkflow extends BaseWorkflow { + static isSupported(status) { + return (status === Removed); + } + + async process() { + let response; + + if (this.output.status !== Removed) { + return undefined; + } + + const uuid = this.output.uuid; + if (uuid) { + const assetV = new Vertex(uuid, Asset); + response = await assetV.drop(this.graph); + console.log( + '== delete vertex:', + uuid, + JSON.stringify(response) + ); + } + + return response; + } +} + +module.exports = AssetRemovalWorkflow; diff --git a/source/graph/step/states/index-results/lib/workflow/base.js b/source/graph/step/states/index-results/lib/workflow/base.js new file mode 100644 index 0000000..4cd5dc4 --- /dev/null +++ b/source/graph/step/states/index-results/lib/workflow/base.js @@ -0,0 +1,54 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const GraphManager = require('../graphManager'); + +class BaseWorkflow { + constructor(event, context) { + this.$event = event; + this.$context = context; + this.$input = JSON.parse(event.detail.input); + this.$output = JSON.parse(event.detail.output); + this.$graphManager = new GraphManager(); + } + + get event() { + return this.$event; + } + + get context() { + return this.$contenxt; + } + + get input() { + return this.$input; + } + + get output() { + return this.$output; + } + + get graphManager() { + return this.$graphManager; + } + + get graph() { + return this.graphManager.graph; + } + + static isSupported(data) { + return false; + } + + async process() { + return undefined; + } + + close() { + if (this.graphManager) { + this.graphManager.close(); + } + } +} + +module.exports = BaseWorkflow; diff --git a/source/graph/step/states/index-results/lib/workflow/ingest.js b/source/graph/step/states/index-results/lib/workflow/ingest.js new file mode 100644 index 0000000..a6a011e --- /dev/null +++ b/source/graph/step/states/index-results/lib/workflow/ingest.js @@ -0,0 +1,150 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const PATH = require('path'); +const { + StateData: { + Statuses: { + IngestCompleted, + }, + }, + CommonUtils, + GraphDefs, +} = require('core-lib'); +const Vertex = require('../vertex'); +const Edge = require('../edge'); +const BaseWorkflow = require('./base'); + +const { + Vertices: { + Asset, + Group, + Attribute, + Checksum, + }, + Edges: { + BelongTo, + HasAttribute, + HasChecksum, + }, +} = GraphDefs; // require('../constants'); + +class IngestWorkflow extends BaseWorkflow { + static isSupported(status) { + return (status === IngestCompleted); + } + + async process() { + const graph = this.graph; + const data = this.output; + + if (this.output.status !== IngestCompleted) { + return undefined; + } + + const bucket = data.input.bucket; + const key = data.input.key; + + const metadata = await CommonUtils.headObject( + bucket, + key + ); + + let props = { + type: data.input.type, + status: data.status, + key, + name: PATH.parse(key).name, + mime: data.input.mime || metadata.ContentType, + fileSize: Number(metadata.ContentLength), + lastModified: new Date(metadata.LastModified).getTime(), + }; + + /* V: asset */ + const assetV = new Vertex(data.uuid, Asset, props); + + ['duration', 'framerate'] + .forEach((x) => { + if (data.input[x] !== undefined) { + assetV.setProperty(x, data.input[x]); + } + }); + + if (data.data.docinfo !== undefined) { + assetV.setProperty('numPages', data.data.docinfo.numPages); + } + + let chained = graph; + chained = assetV.upsert(chained); + + /* V: group */ + if (data.input.group) { + const groupName = data.input.group; + const groupId = [ + Buffer.from(groupName).toString('hex'), + Group, + ].join('-'); + + props = { + name: groupName, + }; + + const groupV = new Vertex(groupId, Group, props); + chained = groupV.upsert(chained); + + /* E: asset -> group */ + const groupE = Edge.fromVertices(BelongTo, assetV, groupV); + chained = groupE.upsert(chained); + } + + /* V: checksum (for dedup use case?) */ + const checksumId = data.data.checksum.computed; + props = { + name: checksumId, + algorithm: data.data.checksum.algorithm, + }; + const checksumV = new Vertex(checksumId, Checksum, props); + chained = checksumV.upsert(chained); + + /* E: asset -> checksum */ + const checksumE = Edge.fromVertices(HasChecksum, assetV, checksumV); + chained = checksumE.upsert(chained); + + /* attributes */ + const attrs = data.input.attributes || {}; + const attrNames = Object.keys(attrs) + .filter((x) => + x !== 'group'); + attrNames.forEach((name) => { + /* V: attribute */ + const attrId = [ + Buffer.from(attrs[name]).toString('hex').substring(0, 248), + Attribute, + ].join('-'); + props = { + name: attrs[name], + }; + const attrV = new Vertex(attrId, Attribute, props); + chained = attrV.upsert(chained); + + /* E: asset -> attribute */ + const attrE = Edge.fromVertices(HasAttribute, assetV, attrV); + chained = attrE.upsert(chained); + }); + + const response = await chained.iterate(); + console.log('== chained', JSON.stringify(response)); + + /* debug: dump graph structure */ + const dbg = await assetV.dump(this.graph); + console.log('== ingest - dump graph', assetV.id); + dbg.forEach((x) => { + console.log(`${x[0].name[0]} (${x[0].label}) -> ${x[1].label} -> ${x[2].name[0]} (${x[2].label})`); + }); + console.log('Total connections', dbg.length); + + return response; + } +} + +module.exports = IngestWorkflow; diff --git a/source/graph/step/states/index-results/lib/workflow/updateFaceIndexer.js b/source/graph/step/states/index-results/lib/workflow/updateFaceIndexer.js new file mode 100644 index 0000000..1028ab0 --- /dev/null +++ b/source/graph/step/states/index-results/lib/workflow/updateFaceIndexer.js @@ -0,0 +1,90 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + GraphDefs, +} = require('core-lib'); +const Vertex = require('../vertex'); +const BaseWorkflow = require('./base'); + +const { + Vertices: { + Celeb, + }, +} = GraphDefs; + +async function _dropFaceId(g, faceId) { + let id = faceId.replaceAll('-', ''); + id = `${id}-${Celeb}`; + + const celebV = new Vertex(id, Celeb); + return celebV.drop(g) + .then((res) => { + console.log( + '== delete vertex:', + id, + faceId, + JSON.stringify(res) + ); + return res; + }) + .catch((e) => { + console.log( + '== ERR: deleting vertex:', + id, + faceId, + e + ); + return undefined; + }); +} + +async function _updateFaceName(g, faceId, name) { + let id = faceId.replaceAll('-', ''); + id = `${id}-${Celeb}`; + + const celebV = new Vertex(id, Celeb); + return celebV.update(g, 'name', name) + .then((res) => { + console.log( + '== update vertex:', + id, + name, + JSON.stringify(res) + ); + return res; + }) + .catch((e) => { + console.log( + '== ERR: updating vertex:', + id, + name, + e + ); + return undefined; + }); +} + +class UpdateFaceIndexerWorkflow extends BaseWorkflow { + async process() { + const g = this.graph; + const updated = this.output.input.updated; + const deleted = this.output.input.deleted; + + if (deleted && deleted.length > 0) { + await Promise.all(deleted + .map((item) => + _dropFaceId(g, item.faceId))); + } + + if (updated && updated.length > 0) { + await Promise.all(updated + .map((item) => + _updateFaceName(g, item.faceId, item.celeb))); + } + + return undefined; + } +} + +module.exports = UpdateFaceIndexerWorkflow; diff --git a/source/graph/step/states/index-results/package-lock.json b/source/graph/step/states/index-results/package-lock.json new file mode 100644 index 0000000..72367cb --- /dev/null +++ b/source/graph/step/states/index-results/package-lock.json @@ -0,0 +1,1667 @@ +{ + "name": "index-results", + "version": "3.0.0", + "lockfileVersion": 3, + "requires": true, + 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b/source/graph/step/states/index-results/package.json new file mode 100644 index 0000000..b93d36f --- /dev/null +++ b/source/graph/step/states/index-results/package.json @@ -0,0 +1,22 @@ +{ + "name": "index-results", + "version": "3.0.0", + "description": "Graph Indexer state machine lambda", + "main": "index.js", + "private": true, + "scripts": { + "test": "jest --coverage", + "build:clean": "rm -rf dist && mkdir -p dist", + "build:copy": "cp -rv index.js package.json lib dist/", + "build:install": "cd dist && npm install --omit=dev", + "build": "npm-run-all -s build:clean build:copy build:install", + "zip": "cd dist && zip -rq" + }, + "author": "aws-mediaent-solutions", + "devDependencies": { + "@aws-sdk/client-s3": "^3.468.0", + "@smithy/smithy-client": "^2.1.18", + "core-lib": "file:../../../../layers/core-lib", + "gremlin": "^3.7.1" + } +} diff --git a/source/jest.config.js b/source/jest.config.js index ea7e24a..4c9746e 100644 --- a/source/jest.config.js +++ b/source/jest.config.js @@ -1,11 +1,10 @@ module.exports = { - setupTestFrameworkScriptFile: 'tests/setup.js', - transform: { - '^.+\\.jsx?$': 'babel-jest', - }, - roots: [''], - testMatch: ['**/*.spec.js'], - coveragePathIgnorePatterns: ['/lib/utils.test.js'], - coverageReporters: [['lcov', { projectRoot: '../../../../' }], 'text'], - setupFiles: ['/setEnvVars.js'] - }; \ No newline at end of file + transform: { + '^.+\\.jsx?$': 'babel-jest', + }, + roots: [''], + testMatch: ['**/*.spec.js'], + coveragePathIgnorePatterns: ['/lib/utils.test.js'], + coverageReporters: [['lcov', { projectRoot: '../../../../' }], 'text'], + setupFiles: ['/setEnvVars.js'], +}; diff --git a/source/layers/aws-sdk-layer/nodejs/package-lock.json b/source/layers/aws-sdk-layer/nodejs/package-lock.json index 57f8279..028eb75 100644 --- a/source/layers/aws-sdk-layer/nodejs/package-lock.json +++ b/source/layers/aws-sdk-layer/nodejs/package-lock.json @@ -1,1552 +1,2881 @@ { - "name": "aws-sdk-layer", - "version": 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"https://aws.amazon.com/solutions" - }, - "license": "Apache-2.0", + "author": "aws-mediaent-solutions", + "license": "ISC", "dependencies": { - "@elastic/elasticsearch": "7.12.0", - "aws-elasticsearch-connector": "^9.2.0", - "aws-sdk": "^2.1173.0", - "aws-xray-sdk": "^3.3.4" + "@aws-sdk/client-bedrock": "^3.540.0", + "@aws-sdk/client-bedrock-runtime": "^3.540.0", + "@aws-sdk/client-cloudformation": "^3.548.0", + "@aws-sdk/client-cloudfront": "^3.540.0", + "@aws-sdk/client-cognito-identity-provider": "^3.540.0", + "@aws-sdk/client-comprehend": "^3.540.0", + "@aws-sdk/client-dynamodb": "^3.540.0", + "@aws-sdk/client-eventbridge": "^3.540.0", + "@aws-sdk/client-iot": "^3.540.0", + "@aws-sdk/client-iot-data-plane": "^3.540.0", + "@aws-sdk/client-mediaconvert": "^3.540.0", + "@aws-sdk/client-rekognition": "^3.540.0", + "@aws-sdk/client-s3": "^3.540.0", + "@aws-sdk/client-sagemaker": "^3.545.0", + "@aws-sdk/client-sagemaker-runtime": "^3.540.0", + "@aws-sdk/client-secrets-manager": "^3.543.0", + "@aws-sdk/client-sfn": "^3.540.0", + "@aws-sdk/client-sns": "^3.540.0", + "@aws-sdk/client-textract": "^3.540.0", + "@aws-sdk/client-transcribe": "^3.540.0", + "@aws-sdk/credential-providers": "^3.540.0", + "@aws-sdk/lib-dynamodb": "^3.540.0", + "@aws-sdk/s3-request-presigner": "^3.540.0", + "@aws-sdk/util-dynamodb": "^3.379.1", + "@opensearch-project/opensearch": "^2.6.0", + "@smithy/service-error-classification": "^2.1.5", + "@smithy/smithy-client": "^2.5.0", + "@smithy/util-retry": "^2.2.0", + "aws-xray-sdk-core": "^3.6.0" }, "scripts": { "pretest": "npm install", - "test": "echo \"layer wrapping latest aws-sdk, skipping unit test.\"", + "test": "echo \"layer wrapping latest aws-sdk-v3, skipping unit test.\"", "build:clean": "rm -rf dist && mkdir -p dist/nodejs", "build:copy": "cp -rv package.json dist/nodejs", - "build:install": "cd dist/nodejs && npm install --omit=dev --omit=optional", + "build:install": "cd dist/nodejs && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" } diff --git a/source/layers/canvas-lib/build-canvas-lambda-layer-package.sh b/source/layers/canvas-lib/build-canvas-lambda-layer-package.sh deleted file mode 100644 index c02f1f1..0000000 --- a/source/layers/canvas-lib/build-canvas-lambda-layer-package.sh +++ /dev/null @@ -1,134 +0,0 @@ -#!/bin/sh - -# -# Preparation -# -# Launch a new EC2 instance with Amazon Linux 2 -# See details here, https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html -# -# Copy the script to the instance and run it to build the package -# $ bash build-canvas-lambda-layer-package.sh -# - -# -# Option Flags -# To publish package to AWS Lambda Layer, set PUBLISH_PACKAGE=1 -# (You must have run 'aws configure' to provide valid credential for publishing) -# -PUBLISH_PACKAGE=0 - -# -# Node configuration -# (Default to build nodejs16.x package, lts support) -# -VER_NODE=16.20.2 -VER_NODE_MODULE=93 -#VER_NODE=14.15.4 -#VER_NODE_MODULE=83 -#VER_NODE=12.20.1 -#VER_NODE_MODULE=72 -#VER_NODE=10.16.3 -#VER_NODE_MODULE=64 - -# -# Canvas configuration -# -VER_CANVAS=2.11.2 -PREBUILT_LD_PATH=/opt/nodejs/node_modules/canvas/build/Release - -# -# AWS Lambda Layer configuration -# -NODE_LAMBDA_RUNTIME=nodejs${VER_NODE%%.*}.x -PKG_NAME=canvas-v${VER_CANVAS}-node-v${VER_NODE_MODULE}-amzn2-glibc-x64.zip -LAYER_NAME=canvas-v${VER_CANVAS//\./_}-nodejs${VER_NODE%%.*} - -# -# update and install development tool -# -sudo yum update -y -sudo yum groupinstall "Development Tools" -y - -# -# install nvm and node -# -curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.37.2/install.sh | bash -. ~/.nvm/nvm.sh -nvm install $VER_NODE -[ $(node --version) != "v${VER_NODE}" ] && \ - echo "mismatch node version ($(node --version) / x${VER_NODE})" && \ - exit 1 - -# -# install cavas library dependencies -# -sudo yum install gcc-c++ cairo-devel libjpeg-turbo-devel giflib-devel pango-devel -y - -# -# install and build canvas package -# -rm -rf nodejs && mkdir nodejs -pushd nodejs -export LDFLAGS=-Wl,-rpath=${PREBUILT_LD_PATH} -npm install --build-from-source canvas@${VER_CANVAS} - - -# -# copy libraries to canvas build/Release folder -# -cp -L -v /usr/lib64/\ -{\ -libpixman-1.so.0,\ -libcairo.so.2,\ -libpng15.so.15,\ -libpangocairo-1.0.so.0,\ -libpango-1.0.so.0,\ -libgif.so.4,\ -libEGL.so.1,\ -libxcb-shm.so.0,\ -libxcb.so.1,\ -libxcb-render.so.0,\ -libXrender.so.1,\ -libXext.so.6,\ -libGL.so.1,\ -libpangoft2-1.0.so.0,\ -libharfbuzz.so.0,\ -libfontconfig.so.1,\ -libthai.so.0,\ -libSM.so.6,\ -libICE.so.6,\ -libX11.so.6,\ -libXau.so.6,\ -libGLX.so.0,\ -libGLdispatch.so.0,\ -libgraphite2.so.3,\ -libglib-2.0.so.0,\ -libfreetype.so.6,\ -libgthread-2.0.so.0,\ -libuuid.so.1,\ -libjpeg.so.62,\ -libexpat.so.1,\ -libgobject-2.0.so.0,\ -libfribidi.so.0,\ -libbz2.so.1,\ -\ -} ./node_modules/canvas/build/Release/ - -# -# readelf -d node_modules/canvas/build/Release/canvas.node | grep RPATH -# -popd - -# -# create aws lambda layer package and publish to AWS Lambda console -# -rm -v ${PKG_NAME} -zip -rq ${PKG_NAME} nodejs - -if [ ${PUBLISH_PACKAGE} -ne 0 ]; then - echo "Publish to AWS Lambda console, '${LAYER_NAME}' for ${NODE_LAMBDA_RUNTIME} with package '${PKG_NAME}'" - aws lambda publish-layer-version \ - --layer-name ${LAYER_NAME} \ - --compatible-runtimes ${NODE_LAMBDA_RUNTIME} \ - --zip-file fileb://./${PKG_NAME} -fi diff --git a/source/layers/canvas-lib/package.json b/source/layers/canvas-lib/package.json deleted file mode 100644 index 6bf894f..0000000 --- a/source/layers/canvas-lib/package.json +++ /dev/null @@ -1,23 +0,0 @@ -{ - "name": "canvas-lib", - "version": "1.0.0", - "description": "lambda layer of node-canvas", - "main": "index.js", - "private": true, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, - "license": "Apache-2.0", - "dependencies": {}, - "scripts": { - "pretest": "npm install", - "test": "echo \"layer wrapping canvas, skipping unit test.\"", - "build:clean": "rm -rf dist && mkdir -p dist", - "build:copy": "cp -rv package.json dist", - "build:download": "cd dist && wget -q --no-check-certificate https://github.com/aws-kens/node-canvas/releases/download/v2.11.2-node-v93-amzn2/canvas-v2.11.2-node-16.20.2-v93-amzn2-glibc-x64.zip -O canvas-v2.11.2.zip", - "build": "npm-run-all -s build:clean build:copy build:download", - "move": "cd dist && mv -v canvas-v2.11.2.zip" - }, - "devDependencies": {} -} diff --git a/source/layers/core-lib/index.js b/source/layers/core-lib/index.js index ad30f18..0c0d9ca 100644 --- a/source/layers/core-lib/index.js +++ b/source/layers/core-lib/index.js @@ -1,20 +1,21 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const SQL = require('sqlstring'); const AdmZip = require('adm-zip'); const NodeWebVtt = require('node-webvtt'); -const SigV4 = require('aws4'); +const CSVParser = require('csv-parser'); const Environment = require('./lib/environment'); const AnalysisTypes = require('./lib/analysisTypes'); -const AIML = require('./lib/aiml'); +const { + AIML, + aimlGetPresets, +} = require('./lib/aiml'); const StateData = require('./lib/stateData'); const StateMessage = require('./lib/stateMessage'); const DB = require('./lib/db'); const IotStatus = require('./lib/iotStatus'); const ApiOps = require('./lib/apiOps'); const SNS = require('./lib/sns'); -const Retry = require('./lib/retry'); const TimelineQ = require('./lib/timelineQ'); const WebVttCue = require('./lib/webVttCue'); const WebVttTrack = require('./lib/webVttTrack'); @@ -28,23 +29,35 @@ const TarStreamHelper = require('./lib/tarStreamHelper'); const FrameCaptureMode = require('./lib/frameCaptureMode'); const FrameCaptureModeHelper = require('./lib/frameCaptureModeHelper'); const Indexer = require('./lib/indexer'); -const { - mxCommonUtils, - mxValidation, - mxNeat, -} = require('./lib/mxCommonUtils'); +const WhitelistLabels = require('./lib/whitelistLabels'); +const CommonUtils = require('./lib/commonUtils'); +const ValidationHelper = require('./lib/validationHelper'); +const MimeTypeHelper = require('./lib/mimeTypeHelper'); +const WebVttHelper = require('./lib/webVttHelper'); +const xraysdkHelper = require('./lib/xraysdkHelper'); +const retryStrategyHelper = require('./lib/retryStrategyHelper'); +const GraphDefs = require('./lib/graphDefs'); +const FaceIndexer = require('./lib/faceIndexer'); +const FaceIndexerDefs = require('./lib/faceIndexer/defs'); +const IABTaxonomy = require('./lib/iabTaxonomyV3'); +const JimpHelper = require('./lib/jimpHelper'); -class CommonUtils extends mxCommonUtils(mxValidation(mxNeat(class {}))) {} +const MapDataVersion = 2; module.exports = { + // export third party packages + AdmZip, + NodeWebVtt, + CSVParser, + // Environment, AnalysisTypes, AIML, + aimlGetPresets, StateData, StateMessage, DB, CommonUtils, - Retry, IotStatus, ApiOps, SNS, @@ -55,14 +68,22 @@ module.exports = { Metrics, ServiceAvailability, ServiceToken, - SQL, EDLComposer, TimecodeUtils, TarStreamHelper, FrameCaptureMode, FrameCaptureModeHelper, - AdmZip, Indexer, - NodeWebVtt, - SigV4, + WhitelistLabels, + MapDataVersion, + ValidationHelper, + MimeTypeHelper, + WebVttHelper, + xraysdkHelper, + retryStrategyHelper, + GraphDefs, + FaceIndexer, + FaceIndexerDefs, + IABTaxonomy, + JimpHelper, }; diff --git a/source/layers/core-lib/index.spec.js b/source/layers/core-lib/index.spec.js index 15c2f63..78e6a36 100644 --- a/source/layers/core-lib/index.spec.js +++ b/source/layers/core-lib/index.spec.js @@ -1,83 +1,91 @@ -/********************************************************************************************************************* - * Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. * - * * - * Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance * - * with the License. A copy of the License is located at * - * * - * http://www.apache.org/licenses/LICENSE-2.0 * - * * - * or in the 'license' file accompanying this file. This file is distributed on an 'AS IS' BASIS, WITHOUT WARRANTIES * - * OR CONDITIONS OF ANY KIND, express or implied. See the License for the specific language governing permissions * - * and limitations under the License. * - *********************************************************************************************************************/ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + beforeAll, + describe, + expect, +} = require('@jest/globals'); +const { + S3Client, + HeadObjectCommand, + ListObjectsV2Command, + GetObjectCommand, + PutObjectCommand, + DeleteObjectCommand, + GetObjectTaggingCommand, + PutObjectTaggingCommand, + RestoreObjectCommand, + CopyObjectCommand, +} = require('@aws-sdk/client-s3'); +const { + DynamoDBClient, + QueryCommand, + ScanCommand, + DeleteItemCommand, + UpdateItemCommand, +} = require('@aws-sdk/client-dynamodb'); +const { + SNSClient, + PublishCommand, +} = require('@aws-sdk/client-sns'); +const { + IoTDataPlaneClient, + PublishCommand: IotPublishCommand, +} = require('@aws-sdk/client-iot-data-plane'); +const { + mockClient, +} = require('aws-sdk-client-mock'); +const StringBuilder = require('node-stringbuilder'); +const { + Blob, +} = require('node:buffer'); +const { + Duplex, + Readable, +} = require('node:stream'); const { Environment, - AnalysisTypes, - AIML, StateData, DB, CommonUtils, - Retry, IotStatus, - ApiOps, SNS, TimelineQ, WebVttCue, WebVttTrack, - Metrics, ServiceAvailability, ServiceToken, - SQL, EDLComposer, - TimecodeUtils, - TarStreamHelper, FrameCaptureMode, FrameCaptureModeHelper, - AdmZip, - Indexer, - NodeWebVtt, - SigV4, - ConfigurationError, - IngestError, - AnalysisError, - IndexError, - ChecksumError, - RestoreError, - JobStatusError, - GroundTruthError, - TranscodeError, - NotImplError, - FixityError, -} = require('core-lib'); -const StringBuilder = require('node-stringbuilder'); -const https = require('https'); - - -const AWS = require('aws-sdk-mock'); -const SDK = require('aws-sdk'); -const { request } = require('http'); -AWS.setSDKInstance(SDK); + MimeTypeHelper, + ValidationHelper, +} = require('core-lib'); +const { + marshall, +} = require('@aws-sdk/util-dynamodb'); const stateMachine = 'test-state-machine'; const accountId = '12345'; const context = { invokedFunctionArn: `arn:partition:service:region:${accountId}:resource-id`, - getRemainingTimeInMillis: 1000 -} + getRemainingTimeInMillis: 1000, +}; const testEvent = { - "uuid": "b72fc9c0-58eb-83ef-42f2-dfceb342798f", - "stateMachine": stateMachine, - "operation": "collect-transcribe-results", - "status": "NO_DATA", - "progress": 100, - "input": { - "testInputKey": "testInputVal" + uuid: 'b72fc9c0-58eb-83ef-42f2-dfceb342798f', + stateMachine, + operation: 'collect-transcribe-results', + status: 'NO_DATA', + progress: 100, + input: { + testInputKey: 'testInputVal', + }, + data: { + testDataKey: 'testDataVal', }, - "data": { - "testDataKey": "testDataVal" - } -} +}; const ddbQueryResponse = { Count: 1, @@ -85,17 +93,17 @@ const ddbQueryResponse = { { pkey: 'primarykey', skey: 'sortkey', - att1: 'value1' - } + att1: 'value1', + }, ], - LastEvaluatedKey: 'lastKey' -} + LastEvaluatedKey: '', +}; const ddbScanIndexData = { - Name: 'testTable', + Name: 'testGSIndex', Key: 'pkey', - Value: 'primarykey' -} + Value: 'primarykey', +}; const edlData = { title: 'Test Title', @@ -104,15 +112,14 @@ const edlData = { startTime: '1', endTime: '10', reelName: 'testReel1', - clipName: 'testClip1' - } - ] -} + clipName: 'testClip1', + }, + ], +}; const iotStatusMessage = { - messageKey: "messageVal" -} - + messageKey: 'messageVal', +}; const item = { name: 'itemName', @@ -123,11 +130,11 @@ const item = { Width: 10, Height: 9, Left: 0, - Top: 11 + Top: 11, }, parentName: 'itemParent', - Timestamp: '111' -} + Timestamp: '111', +}; const celebrity = { Name: 'celebrityName', Confidence: 2, @@ -135,17 +142,17 @@ const celebrity = { Width: 12, Height: 11, Left: 2, - Top: 13 - } -} + Top: 13, + }, +}; const label = { Name: 'labelName', Parents: [ { - Name: 'parent1' - },{ - Name: 'parent2' - } + Name: 'parent1', + }, { + Name: 'parent2', + }, ], Confidence: 3, Instances: [ @@ -154,19 +161,19 @@ const label = { Width: 4, Height: 13, Left: 4, - Top: 15 - } - } - ] -} + Top: 15, + }, + }, + ], +}; const faceMatch = { - Similarity: 0 -} + Similarity: 0, +}; const moderation = { ParentName: '', Name: '', - Confidence: 8 -} + Confidence: 8, +}; const person = { Index: 7, Confidence: 4, @@ -174,17 +181,17 @@ const person = { Width: 6, Height: 15, Left: 6, - Top: 17 - } -} + Top: 17, + }, +}; const face = { ExternalImageId: '', Gender: { - Value: '' + Value: '', }, AgeRange: { Low: 0, - High: 100 + High: 100, }, Confidence: 4, Emotions: [], @@ -192,9 +199,9 @@ const face = { Width: 8, Height: 17, Left: 8, - Top: 19 - } -} + Top: 19, + }, +}; person.Face = face; celebrity.Face = face; faceMatch.Face = face; @@ -206,10 +213,10 @@ const customLabel = { Width: 10, Height: 19, Left: 10, - Top: 21 - } - } -} + Top: 21, + }, + }, +}; const textDetection = { Type: '', DetectedText: '', @@ -219,18 +226,18 @@ const textDetection = { Width: 12, Height: 21, Left: 12, - Top: 23 - } - } -} + Top: 23, + }, + }, +}; -const celebItem = {...item}; +const celebItem = { ...item }; celebItem.Celebrity = celebrity; -const moderationItem = {...item}; +const moderationItem = { ...item }; moderationItem.ModerationLabel = moderation; -const labelItem = {...item}; +const labelItem = { ...item }; labelItem.Label = label; const faceMatchItem = { ...item }; @@ -240,7 +247,6 @@ faceMatchItem.Person = person; const customLabelItem = { ...item }; customLabelItem.CustomLabel = customLabel; - const personItem = { ...item }; personItem.Person = person; @@ -250,60 +256,62 @@ faceItem.Face = face; const textItem = { ...item }; textItem.TextDetection = textDetection; - const cue1 = { begin: '0', end: '3445', text: 'cue 1 text', - position: 'center' -} + position: 'center', +}; const cue2 = { begin: '5555', end: '77777', text: 'cue 2 text', - position: 'center' -} + position: 'center', +}; const cue3 = { begin: '88888', end: '999999', text: 'cue 3 text', - position: 'center' -} - + position: 'center', +}; +const ddbMock = mockClient(DynamoDBClient); +const snsMock = mockClient(SNSClient); +const iotMock = mockClient(IoTDataPlaneClient); +const s3Mock = mockClient(S3Client); describe('Test StateData, StateMessage, States, Statuses', () => { beforeAll(() => { // Mute console.log output for internal functions console.log = jest.fn(); + console.error = jest.fn(); }); beforeEach(() => { - jest.resetModules() // Most important - it clears the cache + jest.resetModules(); // Most important - it clears the cache }); test('Test StateData and StateMessage constructors', () => { - let stateObj = new StateData(stateMachine, testEvent, context); - //StateMessage + const stateObj = new StateData(stateMachine, testEvent, context); + // StateMessage expect(stateObj.uuid).toBe(testEvent.uuid); expect(stateObj.stateMachine).toBe(stateMachine); expect(stateObj.operation).toBe(testEvent.operation); expect(stateObj.status).toBe(testEvent.status); expect(stateObj.progress).toBe(testEvent.progress); - - //StateData + + // StateData expect(stateObj.input).toStrictEqual(testEvent.input); expect(stateObj.data).toStrictEqual(testEvent.data); expect(stateObj.event).toStrictEqual(testEvent); expect(stateObj.accountId).toBe(accountId); expect(stateObj.getRemainingTime()).toBe(StateData.Constants.LambdaTimeoutThreshold * 2); - }); test('Test StateData get/set', () => { const testInput = 'test input val'; const testOutput = 'test output val'; - let stateObj = new StateData(stateMachine, testEvent, context); + const stateObj = new StateData(stateMachine, testEvent, context); stateObj.input = testInput; expect(stateObj.input).toBe(testInput); @@ -312,7 +320,7 @@ describe('Test StateData, StateMessage, States, Statuses', () => { expect(stateObj.output).toBe(testOutput); stateObj.setData('transcribe', { - startTime: 5 + startTime: 5, }); expect(stateObj.data.transcribe.startTime).toBe(5); @@ -333,7 +341,7 @@ describe('Test StateData, StateMessage, States, Statuses', () => { const testStatus = 'test status'; const testErrorMessage = 'test error message'; const testFailed = 'test failed'; - let stateObj = new StateData(stateMachine, testEvent, context); + const stateObj = new StateData(stateMachine, testEvent, context); stateObj.uuid = testUuid; expect(stateObj.uuid).toBe(testUuid); @@ -375,76 +383,67 @@ describe('Test StateData, StateMessage, States, Statuses', () => { }); }); - - - describe('Test DB', () => { beforeAll(() => { // Mute console.log output for internal functions console.log = jest.fn(); + console.error = jest.fn(); }); beforeEach(() => { - jest.resetModules() // Most important - it clears the cache - AWS.mock('DynamoDB.DocumentClient', 'query', Promise.resolve(JSON.parse(JSON.stringify(ddbQueryResponse)))); - - AWS.mock('DynamoDB.DocumentClient', 'scan', function(params, callback) { - const response = JSON.parse(JSON.stringify(ddbQueryResponse)); - response.LastEvaluatedKey = undefined; - callback(null, response); - }); - - AWS.mock('DynamoDB.DocumentClient', 'update', function(params, callback) { - callback(null, params); - }); - - AWS.mock('DynamoDB.DocumentClient', 'delete', function(params, callback) { - callback(null, params); - }); + jest.resetModules(); // Most important - it clears the cache + ddbMock.reset(); }); afterEach(() => { - AWS.restore('DynamoDB.DocumentClient'); }); - test('Test constructor with missing parameters', () => { - const constructor = () => { - new DB({}); + test('Test scanIndex', async () => { + const testScanIndex = { + ...ddbQueryResponse, + Items: ddbQueryResponse.Items + .map((x) => + marshall(x)), }; - expect(constructor).toThrow(Error); - expect(constructor).toThrow(`missing Table, PartitionKey`); - }); - test('Test DB toStringTag', () => { - const stringTag = Object.prototype.toString.call( - new DB({ - Table: 'testTable', - PartitionKey: 'testPartitionKey' - }) - ); - expect(stringTag).toBe('[object DB]'); - }); + ddbMock.on(QueryCommand) + .resolves( + testScanIndex + ); - test('Test scanIndex', async () => { const db = new DB({ Table: 'testTable', PartitionKey: 'pkey', - SortKey: 'skey' + SortKey: 'skey', }); - const response = await db.scanIndex(ddbScanIndexData); + let response; + response = await db.scanIndex(ddbScanIndexData); expect(response.Items).toStrictEqual(ddbQueryResponse.Items); - await db.scanIndex({ Name: 'test' }).catch(error => { - expect(error.message).toBe('scanIndex missing Key, Value'); - }); + response = await db.scanIndex({ Name: 'test' }) + .catch((error) => + error); + + expect(response).toBeInstanceOf(Error); + expect(response.message.length).toBeGreaterThan(0); }); test('Test Scan', async () => { + const testScan = { + ...ddbQueryResponse, + Items: ddbQueryResponse.Items + .map((x) => + marshall(x)), + }; + + ddbMock.on(ScanCommand) + .resolves(testScan); + const db = new DB({ Table: 'testTable', PartitionKey: 'pkey', - SortKey: 'skey' + SortKey: 'skey', }); const response = await db.scan(); @@ -452,98 +451,144 @@ describe('Test DB', () => { }); test('Test Update', async () => { + const testUpdate = { + Key: { + pkey: 'primarykey', + skey: 'sortkey', + }, + AttributeUpdates: { + attributeKey: { + Value: 'attributeValue', + }, + }, + }; + + ddbMock.on(UpdateItemCommand) + .resolves(testUpdate); + const db = new DB({ Table: 'testTable', PartitionKey: 'pkey', - SortKey: 'skey' + SortKey: 'skey', }); - const testPrimary = 'primarykey'; - const testSort = 'sortkey'; - const attributeKey = 'attributeKey'; - const attributeValue = 'attributeValue'; - const updated = await db.update(testPrimary, testSort, { - attributeKey: attributeValue - }); - expect(updated.Key.pkey).toBe(testPrimary); - expect(updated.Key.skey).toBe(testSort); - expect(updated.AttributeUpdates[attributeKey].Value).toBe(attributeValue); + const updated = await db.update( + testUpdate.Key.pkey, + testUpdate.Key.skey, + testUpdate.AttributeUpdates, + false + ); + + expect(updated.Key.pkey) + .toBe(testUpdate.Key.pkey); + + expect(updated.Key.skey) + .toBe(testUpdate.Key.skey); + + expect(updated.AttributeUpdates.attributeKey.Value) + .toBe(testUpdate.AttributeUpdates.attributeKey.Value); }); test('Test dropColumns', async () => { + const testPrimary = 'primarykey'; + const testSort = 'sortkey'; + const column = 'att1'; + + ddbMock.on(UpdateItemCommand) + .resolves([column]); + const db = new DB({ Table: 'testTable', PartitionKey: 'pkey', - SortKey: 'skey' + SortKey: 'skey', }); - const testPrimary = 'primarykey'; - const testSort = 'sortkey'; - const column = 'att1'; - let response = await db.dropColumns(testPrimary, testSort, column); + const response = await db.dropColumns(testPrimary, testSort, column); expect(response).toStrictEqual([column]); - - response = await db.dropColumns(testPrimary, testSort, db.partitionKey); - expect(response).toStrictEqual([]); }); test('Test purge', async () => { + const testPurge = { + TableName: 'testTable', + Key: { + pkey: 'testPrimaryKey', + skey: 'testSortKey', + }, + }; + + ddbMock.on(DeleteItemCommand) + .resolves(testPurge); + + const testPrimary = testPurge.Key.pkey; + const testSort = testPurge.Key.skey; + const db = new DB({ - Table: 'testTable', + Table: testPurge.TableName, PartitionKey: 'pkey', - SortKey: 'skey' + SortKey: 'skey', }); - const testPrimary = 'testPrimaryKey'; - const testSort = 'testSortKey'; - const response = await db.purge(testPrimary, testSort); - expect(response.TableName).toBe(db.table); - expect(response.Key[db.partitionKey]).toBe(testPrimary); - expect(response.Key[db.sortKey]).toBe(testSort); + const response = await db.purge( + testPrimary, + testSort + ); + + expect(response.TableName) + .toBe(db.table); + + expect(response.Key[db.partitionKey]) + .toBe(testPrimary); + + expect(response.Key[db.sortKey]) + .toBe(testSort); }); }); - describe('Test SNS', () => { beforeAll(() => { // Mute console.log output for internal functions console.log = jest.fn(); + console.error = jest.fn(); }); beforeEach(() => { - jest.resetModules() // Most important - it clears the cache - AWS.mock('SNS', 'publish', Promise.resolve()); + jest.resetModules(); // Most important - it clears the cache + snsMock.reset(); }); afterEach(() => { - AWS.restore('SNS'); }); test('Test send success', async () => { + snsMock.on(PublishCommand) + .resolves(); + const response = await SNS.send('subject', 'message'); - expect(response).toBe(true); + + expect(response) + .toBe(true); }); test('Test send fail', async () => { - let response = await SNS.send('', '', ''); - expect(response).toBe(false); + snsMock.on(PublishCommand) + .resolves(false); - AWS.remock('SNS', 'publish', Promise.reject()); - response = await SNS.send('subject', 'message'); - expect(response).toBe(false); - }); + const response = await SNS.send('', '', ''); + expect(response) + .toBe(false); + }); }); - describe('Test EDLComposer', () => { beforeAll(() => { // Mute console.log output for internal functions console.log = jest.fn(); + console.error = jest.fn(); }); beforeEach(() => { - jest.resetModules() // Most important - it clears the cache + jest.resetModules(); // Most important - it clears the cache }); test('Test compose', () => { @@ -554,15 +599,15 @@ describe('Test EDLComposer', () => { }); }); - describe('Test FrameCaptureModeHelper', () => { beforeAll(() => { // Mute console.log output for internal functions console.log = jest.fn(); + console.error = jest.fn(); }); beforeEach(() => { - jest.resetModules() // Most important - it clears the cache + jest.resetModules(); // Most important - it clears the cache }); test('Test suggestFrameCaptureRate', () => { @@ -573,278 +618,458 @@ describe('Test FrameCaptureModeHelper', () => { expect(response).toStrictEqual([]); response = FrameCaptureModeHelper.suggestFrameCaptureRate(1, FrameCaptureMode.MODE_1FPS); - expect(response).toStrictEqual([1000,1000]); + expect(response).toStrictEqual([FrameCaptureMode.MODE_1FPS, 1]); response = FrameCaptureModeHelper.suggestFrameCaptureRate(1, FrameCaptureMode.MODE_ALL); - expect(response).toStrictEqual([1000,1000]); + expect(response).toStrictEqual([1000, 1000]); response = FrameCaptureModeHelper.suggestFrameCaptureRate(1, FrameCaptureMode.MODE_HALF_FPS); - expect(response).toStrictEqual([500,1000]); + expect(response).toStrictEqual([500, 1000]); response = FrameCaptureModeHelper.suggestFrameCaptureRate(1, FrameCaptureMode.MODE_1F_EVERY_2S); - expect(response).toStrictEqual([500,1000]); + expect(response).toStrictEqual([5, 10]); response = FrameCaptureModeHelper.suggestFrameCaptureRate(1, FrameCaptureMode.MODE_1F_EVERY_5S); - expect(response).toStrictEqual([200,1000]); + expect(response).toStrictEqual([2, 10]); - response = FrameCaptureModeHelper.suggestFrameCaptureRate(1, FrameCaptureMode.MODE_1F_EVERY_10S); - expect(response).toStrictEqual([100,1000]); + response = FrameCaptureModeHelper.suggestFrameCaptureRate( + 1, + FrameCaptureMode.MODE_1F_EVERY_10S + ); + expect(response).toStrictEqual([1, 10]); - response = FrameCaptureModeHelper.suggestFrameCaptureRate(1, FrameCaptureMode.MODE_1F_EVERY_30S); - expect(response).toStrictEqual([33,1000]); + response = FrameCaptureModeHelper.suggestFrameCaptureRate( + 1, + FrameCaptureMode.MODE_1F_EVERY_30S + ); + expect(response).toStrictEqual([1, 30]); - response = FrameCaptureModeHelper.suggestFrameCaptureRate(1, FrameCaptureMode.MODE_1F_EVERY_1MIN); - expect(response).toStrictEqual([16,1000]); + response = FrameCaptureModeHelper.suggestFrameCaptureRate( + 1, + FrameCaptureMode.MODE_1F_EVERY_1MIN + ); + expect(response).toStrictEqual([1, 60]); - response = FrameCaptureModeHelper.suggestFrameCaptureRate(1, FrameCaptureMode.MODE_1F_EVERY_2MIN); - expect(response).toStrictEqual([8,1000]); + response = FrameCaptureModeHelper.suggestFrameCaptureRate( + 1, + FrameCaptureMode.MODE_1F_EVERY_2MIN + ); + expect(response).toStrictEqual([1, 120]); - response = FrameCaptureModeHelper.suggestFrameCaptureRate(1, FrameCaptureMode.MODE_1F_EVERY_5MIN); - expect(response).toStrictEqual([3,1000]); + response = FrameCaptureModeHelper.suggestFrameCaptureRate( + 1, + FrameCaptureMode.MODE_1F_EVERY_5MIN + ); + expect(response).toStrictEqual([1, 300]); }); }); - describe('Test IotStatus', () => { beforeAll(() => { // Mute console.log output for internal functions console.log = jest.fn(); + console.error = jest.fn(); }); beforeEach(() => { - jest.resetModules() // Most important - it clears the cache - AWS.mock('IotData', 'publish', function(params, callback) { - callback(null, params); - }); + jest.resetModules(); // Most important - it clears the cache }); afterEach(() => { - AWS.restore('IotData'); }); test('Test publish', async () => { - const response = await IotStatus.publish(iotStatusMessage); - expect(response.topic).toBe(Environment.Iot.Topic); - expect(response.payload).toBe(JSON.stringify(iotStatusMessage)); - }); -}); + iotMock.on(IotPublishCommand) + .resolves({ + topic: Environment.Iot.Topic, + payload: JSON.stringify(iotStatusMessage), + }); + const response = await IotStatus.publish(iotStatusMessage); -describe('Test Retry', () => { - beforeAll(() => { - // Mute console.log output for internal functions - console.log = jest.fn(); - }); - - beforeEach(() => { - jest.resetModules() // Most important - it clears the cache - }); - - test('Test run', async () => { - jest.setTimeout(30000); + expect(response.topic) + .toBe(Environment.Iot.Topic); - const errorObject = {code: 'ProvisionedThroughputExceededException'}; - let fn = (params) => { - throw errorObject; - }; - expect(await Retry.run(fn, {})).toBe(undefined); + expect(response.payload) + .toBe(JSON.stringify(iotStatusMessage)); }); }); - describe('Test ServiceAvailability', () => { beforeAll(() => { // Mute console.log output for internal functions console.log = jest.fn(); + console.error = jest.fn(); }); beforeEach(() => { - jest.resetModules() // Most important - it clears the cache + jest.resetModules(); // Most important - it clears the cache }); test('Test probe', async () => { - expect(await ServiceAvailability.probe('transcribe', 'us-east-1')).toBe(true); - - await ServiceAvailability.probe().catch(error => { - expect(error.message).toBe('service must be provided'); - }); + let response = await ServiceAvailability.probe( + 'transcribe', + 'us-east-1' + ); + expect(response).toBe(true); - expect(await ServiceAvailability.probe('invalid')).toBe(false); + response = await ServiceAvailability.probe('invalid'); + expect(response).toBe(false); + + response = await ServiceAvailability.probe() + .catch((error) => + error); + expect(response).toBeInstanceOf(Error); }); }); - describe('Test ServiceToken', () => { beforeAll(() => { // Mute console.log output for internal functions console.log = jest.fn(); + console.error = jest.fn(); }); beforeEach(() => { - jest.resetModules() // Most important - it clears the cache - - AWS.mock('DynamoDB.DocumentClient', 'query', Promise.resolve(JSON.parse(JSON.stringify(ddbQueryResponse)))); - - AWS.mock('DynamoDB.DocumentClient', 'update', function(params, callback) { - callback(null, params); - }); - - AWS.mock('DynamoDB.DocumentClient', 'delete', function(params, callback) { - callback(null, params); - }); + jest.resetModules(); // Most important - it clears the cache + ddbMock.reset(); }); afterEach(() => { - AWS.restore('DynamoDB.DocumentClient'); }); test('Test register', async () => { - const id = 'testId'; - const token = 'testToken'; - const service = 'testService'; - const api = 'testApi'; - const data = { testData: 'testDataVal'}; + const testRegister = { + TableName: Environment.DynamoDB.ServiceToken.Table, + Key: { + [Environment.DynamoDB.ServiceToken.PartitionKey]: 'testId', + [Environment.DynamoDB.ServiceToken.SortKey]: ServiceToken.Token.Name, + }, + AttributeUpdates: { + token: { + Value: 'testToken', + }, + service: { + Value: 'testService', + }, + api: { + Value: 'testApi', + }, + data: { + Value: { + testData: 'testDataVal', + }, + }, + ttl: { + Value: 1000, + }, + }, + }; + + ddbMock.on(UpdateItemCommand) + .resolves(testRegister); + + const id = testRegister.Key[Environment.DynamoDB.ServiceToken.PartitionKey]; + const token = testRegister.AttributeUpdates.token.Value; + const service = testRegister.AttributeUpdates.service.Value; + const api = testRegister.AttributeUpdates.api.Value; + const data = testRegister.AttributeUpdates.data.Value; + const db = await ServiceToken.register(id, token, service, api, data); - expect(db.TableName).toBe(Environment.DynamoDB.ServiceToken.Table); - expect(db.Key[Environment.DynamoDB.ServiceToken.PartitionKey]).toBe(id); - expect(db.Key[Environment.DynamoDB.ServiceToken.SortKey]).toBe(ServiceToken.Token.Name); - expect(db.AttributeUpdates['token']['Value']).toBe(token); - expect(db.AttributeUpdates['service']['Value']).toBe(service); - expect(db.AttributeUpdates['api']['Value']).toBe(api); - expect(db.AttributeUpdates['data']['Value']).toStrictEqual(data); - expect(db.AttributeUpdates['ttl']['Value']).toBeGreaterThan(0); + expect(db.TableName) + .toBe(Environment.DynamoDB.ServiceToken.Table); + + expect(db.Key[Environment.DynamoDB.ServiceToken.PartitionKey]) + .toBe(id); + + expect(db.Key[Environment.DynamoDB.ServiceToken.SortKey]) + .toBe(ServiceToken.Token.Name); + + expect(db.AttributeUpdates.token.Value) + .toBe(token); + + expect(db.AttributeUpdates.service.Value) + .toBe(service); + + expect(db.AttributeUpdates.api.Value) + .toBe(api); + + expect(db.AttributeUpdates.data.Value) + .toStrictEqual(data); + + expect(db.AttributeUpdates.ttl.Value) + .toBeGreaterThan(0); }); test('Test getData', async () => { + const responseGetData = { + pkey: 'primarykey', + skey: 'sortkey', + att1: 'value1', + }; + const testGetData = { + Count: 1, + Items: [ + marshall(responseGetData), + ], + }; + + ddbMock.on(QueryCommand) + .resolves(testGetData); + const response = await ServiceToken.getData('id'); - expect(response).toStrictEqual(ddbQueryResponse.Items[0]); + + expect(response) + .toStrictEqual(responseGetData); }); test('Test unregister', async () => { - const id = 'testId'; + const testUnregister = { + TableName: Environment.DynamoDB.ServiceToken.Table, + Key: { + [Environment.DynamoDB.ServiceToken.PartitionKey]: 'testId', + [Environment.DynamoDB.ServiceToken.SortKey]: ServiceToken.Token.Name, + }, + }; + + ddbMock.on(DeleteItemCommand) + .resolves(testUnregister); + const id = testUnregister.Key[Environment.DynamoDB.ServiceToken.PartitionKey]; const response = await ServiceToken.unregister(id); - expect(response.TableName).toBe(Environment.DynamoDB.ServiceToken.Table); - expect(response.Key[Environment.DynamoDB.ServiceToken.PartitionKey]).toBe(id); - expect(response.Key[Environment.DynamoDB.ServiceToken.SortKey]).toBe(ServiceToken.Token.Name); + + expect(response.TableName) + .toBe(Environment.DynamoDB.ServiceToken.Table); + + expect(response.Key[Environment.DynamoDB.ServiceToken.PartitionKey]) + .toBe(id); + + expect(response.Key[Environment.DynamoDB.ServiceToken.SortKey]) + .toBe(ServiceToken.Token.Name); }); }); - describe('Test TimelineQ', () => { beforeAll(() => { // Mute console.log output for internal functions console.log = jest.fn(); + console.error = jest.fn(); }); beforeEach(() => { - jest.resetModules() // Most important - it clears the cache + jest.resetModules(); // Most important - it clears the cache }); test('Test CelebItem', () => { const celebResponse = TimelineQ.createTypedItem(celebItem, {}); - expect(celebResponse['$name']).toBe(celebItem.Celebrity.Name); - expect(celebResponse['$end']).toBe(celebItem.Timestamp); - expect(celebResponse['$begin']).toBe(celebItem.Timestamp); - expect(celebResponse['$boundingBox']).toStrictEqual(celebItem.Celebrity.BoundingBox); - expect(celebResponse['$confidence']).toBe(celebItem.Celebrity.Confidence); - expect(celebResponse.canUse()).toBe(true); + + expect(celebResponse.$name) + .toBe(celebItem.Celebrity.Name); + + expect(celebResponse.$end) + .toBe(celebItem.Timestamp); + + expect(celebResponse.$begin) + .toBe(celebItem.Timestamp); + + expect(celebResponse.$boundingBox) + .toStrictEqual(celebItem.Celebrity.BoundingBox); + + expect(celebResponse.$confidence) + .toBe(celebItem.Celebrity.Confidence); + + expect(celebResponse.canUse()) + .toBe(true); }); test('Test ModerationItem', () => { const moderationResponse = TimelineQ.createTypedItem(moderationItem, {}); - expect(moderationResponse['$name']).toBe(moderationItem.ModerationLabel.ParentName); - expect(moderationResponse['$parentName']).toBe(moderationItem.ModerationLabel.Name); - expect(moderationResponse['$confidence']).toBe(moderationItem.ModerationLabel.Confidence); - expect(moderationResponse['$begin']).toBe(moderationItem.Timestamp); - expect(moderationResponse['$end']).toBe(moderationItem.Timestamp); - expect(moderationResponse.canUse()).toBe(false); + + expect(moderationResponse.$name) + .toBe(moderationItem.ModerationLabel.ParentName); + + expect(moderationResponse.$parentName) + .toBe(moderationItem.ModerationLabel.Name); + + expect(moderationResponse.$confidence) + .toBe(moderationItem.ModerationLabel.Confidence); + + expect(moderationResponse.$begin) + .toBe(moderationItem.Timestamp); + + expect(moderationResponse.$end) + .toBe(moderationItem.Timestamp); + + expect(moderationResponse.canUse()) + .toBe(false); }); test('Test LabelItem', () => { const labelResponse = TimelineQ.createTypedItem(labelItem, {}); - expect(labelResponse['$name']).toBe(labelItem.Label.Name); - expect(labelResponse['$confidence']).toBe(labelItem.Label.Confidence); - expect(labelResponse['$begin']).toBe(labelItem.Timestamp); - expect(labelResponse['$end']).toBe(labelItem.Timestamp); - expect(labelResponse['$boundingBox']).toStrictEqual(labelItem.Label.Instances[0].BoundingBox); - expect(labelResponse['$parentName']).toBe(labelItem.Label.Parents.map(x => x.Name).join(', ')); - expect(labelResponse.canUse()).toBe(true); + + expect(labelResponse.$name) + .toBe(labelItem.Label.Name); + + expect(labelResponse.$confidence) + .toBe(labelItem.Label.Confidence); + + expect(labelResponse.$begin) + .toBe(labelItem.Timestamp); + + expect(labelResponse.$end) + .toBe(labelItem.Timestamp); + + expect(labelResponse.$boundingBox) + .toStrictEqual(labelItem.Label.Instances[0].BoundingBox); + + expect(labelResponse.$parentName) + .toBe(labelItem.Label.Parents.map(x => x.Name).join(', ')); + + expect(labelResponse.canUse()) + .toBe(true); }); test('Test FaceMatchItem', () => { const faceMatchResponse = TimelineQ.createTypedItem(faceMatchItem, {}); - expect(faceMatchResponse['$name']).toBe(faceMatchItem.FaceMatches[0].Face.ExternalImageId); - expect(faceMatchResponse['$confidence']).toBe(faceMatchItem.FaceMatches[0].Similarity); - expect(faceMatchResponse['$begin']).toBe(faceMatchItem.Timestamp); - expect(faceMatchResponse['$end']).toBe(faceMatchItem.Timestamp); - expect(faceMatchResponse['$boundingBox']).toStrictEqual(faceMatchItem.Person.BoundingBox); - expect(faceMatchResponse['$parentName']).toBe(`Index ${faceMatchItem.Person.Index}`); - expect(faceMatchResponse.canUse()).toBe(false); + + expect(faceMatchResponse.$name) + .toBe(faceMatchItem.FaceMatches[0].Face.ExternalImageId); + + expect(faceMatchResponse.$confidence) + .toBe(faceMatchItem.FaceMatches[0].Similarity); + + expect(faceMatchResponse.$begin) + .toBe(faceMatchItem.Timestamp); + + expect(faceMatchResponse.$end) + .toBe(faceMatchItem.Timestamp); + + expect(faceMatchResponse.$boundingBox) + .toStrictEqual(faceMatchItem.Person.BoundingBox); + + expect(faceMatchResponse.$parentName) + .toBe(`Index ${faceMatchItem.Person.Index}`); + + expect(faceMatchResponse.canUse()) + .toBe(false); }); test('Test CustomLabelItem', () => { const customLabelResponse = TimelineQ.createTypedItem(customLabelItem, {}); - expect(customLabelResponse['$name']).toBe(customLabelItem.CustomLabel.Name); - expect(customLabelResponse['$confidence']).toBe(customLabelItem.CustomLabel.Confidence); - expect(customLabelResponse['$begin']).toBe(customLabelItem.Timestamp); - expect(customLabelResponse['$end']).toBe(customLabelItem.Timestamp); - expect(customLabelResponse['$boundingBox']).toStrictEqual(customLabelItem.CustomLabel.Geometry.BoundingBox); - expect(customLabelResponse.canUse()).toBe(true); - const cy = customLabelResponse['$cy']; - const cx = customLabelResponse['$cx']; - expect(customLabelResponse.cueAlignment).toBe(`align:center line:${Math.floor(cy * 100)}% position:${Math.floor(cx * 100)}% size:25%`); - customLabelResponse['$cx'] = undefined; - expect(customLabelResponse.cueAlignment).toBe('align:end line:0% position:100% size:25%'); + + expect(customLabelResponse.$name) + .toBe(customLabelItem.CustomLabel.Name); + + expect(customLabelResponse.$confidence) + .toBe(customLabelItem.CustomLabel.Confidence); + + expect(customLabelResponse.$begin) + .toBe(customLabelItem.Timestamp); + + expect(customLabelResponse.$end) + .toBe(customLabelItem.Timestamp); + + expect(customLabelResponse.$boundingBox) + .toStrictEqual(customLabelItem.CustomLabel.Geometry.BoundingBox); + + expect(customLabelResponse.canUse()) + .toBe(true); + + const cy = customLabelResponse.$cy; + const cx = customLabelResponse.$cx; + expect(customLabelResponse.cueAlignment) + .toBe(`align:center line:${Math.floor(cy * 100)}% position:${Math.floor(cx * 100)}% size:25%`); + + customLabelResponse.$cx = undefined; + expect(customLabelResponse.cueAlignment) + .toBe('align:end line:0% position:100% size:25%'); }); test('Test PersonItem', () => { const personResponse = TimelineQ.createTypedItem(personItem, {}); - let expectParentName = [ + const expectParentName = [ ((personItem.Person.Face || {}).Gender) ? personItem.Person.Face.Gender.Value : undefined, ((personItem.Person.Face || {}).AgeRange) ? `(${personItem.Person.Face.AgeRange.Low} - ${personItem.Person.Face.AgeRange.High})` : undefined, ].filter(x => x).join(' '); - expect(personResponse['$name']).toBe(personItem.Person.Index.toString()); - expect(personResponse['$confidence']).toBe(personItem.Person.Confidence); - expect(personResponse['$begin']).toBe(personItem.Timestamp); - expect(personResponse['$end']).toBe(personItem.Timestamp); - expect(personResponse['$boundingBox']).toStrictEqual(personItem.Person.BoundingBox); - expect(personResponse['$parentName']).toBe(expectParentName); - expect(personResponse.canUse()).toBe(true); + + expect(personResponse.$name) + .toBe(personItem.Person.Index.toString()); + + expect(personResponse.$confidence) + .toBe(personItem.Person.Confidence); + + expect(personResponse.$begin) + .toBe(personItem.Timestamp); + + expect(personResponse.$end) + .toBe(personItem.Timestamp); + + expect(personResponse.$boundingBox) + .toStrictEqual(personItem.Person.BoundingBox); + + expect(personResponse.$parentName) + .toBe(expectParentName); + + expect(personResponse.canUse()) + .toBe(true); }); test('Test FaceItem', () => { const faceResponse = TimelineQ.createTypedItem(faceItem, {}); - expectParentName = [ + const expectParentName = [ (faceItem.Face.AgeRange) ? `(${faceItem.Face.AgeRange.Low} - ${faceItem.Face.AgeRange.High})` : undefined, (faceItem.Face.Emotions.sort((a, b) => b.Confidence - a.Confidence)[0] || {}).Type, ].filter(x => x).join(' '); - expect(faceResponse['$name']).toBe(faceItem.Face.Gender.Value); - expect(faceResponse['$confidence']).toBe(faceItem.Face.Confidence); - expect(faceResponse['$begin']).toBe(faceItem.Timestamp); - expect(faceResponse['$end']).toBe(faceItem.Timestamp); - expect(faceResponse['$boundingBox']).toStrictEqual(faceItem.Face.BoundingBox); - expect(faceResponse.canUse()).toBe(false); + + expect(faceResponse.$name) + .toBe(faceItem.Face.Gender.Value); + + expect(faceResponse.$confidence) + .toBe(faceItem.Face.Confidence); + + expect(faceResponse.$begin) + .toBe(faceItem.Timestamp); + + expect(faceResponse.$end) + .toBe(faceItem.Timestamp); + + expect(faceResponse.$boundingBox) + .toStrictEqual(faceItem.Face.BoundingBox); + + expect(faceResponse.canUse()) + .toBe(false); }); test('Test TextItem', () => { const textResponse = TimelineQ.createTypedItem(textItem, {}); const expectName = (textItem.TextDetection.Type === 'LINE') ? textItem.TextDetection.DetectedText : undefined; - expect(textResponse['$name']).toBe(expectName); - expect(textResponse['$confidence']).toBe(textItem.TextDetection.Confidence); - expect(textResponse['$end']).toBe(textItem.Timestamp); - expect(textResponse['$begin']).toBe(textItem.Timestamp); - expect(textResponse['$boundingBox']).toStrictEqual(textItem.TextDetection.Geometry.BoundingBox); - expect(textResponse.canUse()).toBe(false); + + expect(textResponse.$name) + .toBe(expectName); + + expect(textResponse.$confidence) + .toBe(textItem.TextDetection.Confidence); + + expect(textResponse.$end) + .toBe(textItem.Timestamp); + + expect(textResponse.$begin) + .toBe(textItem.Timestamp); + + expect(textResponse.$boundingBox) + .toStrictEqual(textItem.TextDetection.Geometry.BoundingBox); + + expect(textResponse.canUse()) + .toBe(false); }); test('Test createTypedItem fail', () => { try { TimelineQ.createTypedItem({}); - } - catch(error) { - expect(error.message).toBe('fail to create typed item'); + } catch (error) { + expect(error.message) + .toBe('fail to create typed item'); } }); @@ -852,66 +1077,98 @@ describe('Test TimelineQ', () => { const queue = new TimelineQ(); const item1 = TimelineQ.createTypedItem(personItem, {}); const item2 = TimelineQ.createTypedItem(personItem, {}); + item2.end = '222'; item1.parentName = 'parent1'; + queue.push(item1); queue.push(item2); const mean = (values) => { const power = 1 / values.length; - return values.reduce((a0, c0) => a0 * Math.pow(c0, power), 1); + return values.reduce((a0, c0) => a0 * c0 ** power, 1); }; const reduce = queue.reduceAll(); - expect(reduce['$name']).toBe(item1['$name']); - expect(reduce['$confidence']).toBe(mean([item1['$confidence'], item2['$confidence']])); - expect(reduce['$begin']).toBe(item1['$begin']); - expect(reduce['$end']).toBe(item2['$end']); - expect(reduce['$boundingBox'].Left).toBe(mean([item1['$boundingBox'].Left, item2['$boundingBox'].Left])); - expect(reduce['$boundingBox'].Top).toBe(mean([item1['$boundingBox'].Top, item2['$boundingBox'].Top])); - expect(reduce['$boundingBox'].Width).toBe(mean([item1['$boundingBox'].Width, item2['$boundingBox'].Width])); - expect(reduce['$boundingBox'].Height).toBe(mean([item1['$boundingBox'].Height, item2['$boundingBox'].Height])); - expect(reduce['$parentName']).toBe(item1['$parentName']); - expect(reduce['$count']).toBe(2); + + expect(reduce.$name) + .toBe(item1.$name); + + expect(reduce.$confidence) + .toBe(mean([item1.$confidence, item2.$confidence])); + + expect(reduce.$begin) + .toBe(item1.$begin); + + expect(reduce.$end) + .toBe(item2.$end); + + expect(reduce.$boundingBox.Left) + .toBe(mean([item1.$boundingBox.Left, item2.$boundingBox.Left])); + + expect(reduce.$boundingBox.Top) + .toBe(mean([item1.$boundingBox.Top, item2.$boundingBox.Top])); + + expect(reduce.$boundingBox.Width) + .toBe(mean([item1.$boundingBox.Width, item2.$boundingBox.Width])); + + expect(reduce.$boundingBox.Height) + .toBe(mean([item1.$boundingBox.Height, item2.$boundingBox.Height])); + + expect(reduce.$parentName) + .toBe(item1.$parentName); + + expect(reduce.$count) + .toBe(2); queue.pop(); - expect(queue.reduceAll()).toBe(undefined); - expect(TimelineQ.computeGeometricMean([])).toBe(undefined); + expect(queue.reduceAll()) + .toBe(undefined); + + expect(TimelineQ.computeGeometricMean([])) + .toBe(undefined); }); test('Test timeDriftExceedThreshold', () => { const item1 = TimelineQ.createTypedItem(personItem, {}); const item2 = TimelineQ.createTypedItem(personItem, {}); - expect(TimelineQ.timeDriftExceedThreshold(item2, item1)).toBe(false); + expect(TimelineQ.timeDriftExceedThreshold(item2, item1)) + .toBe(false); + + item1.$begin = 100; + item1.$timeDriftThreshold = 5; + item2.$end = 1; - item1['$begin'] = 100; - item1['$timeDriftThreshold'] = 5; - item2['$end'] = 1; + expect(TimelineQ.timeDriftExceedThreshold(item2, item1)) + .toBe(true); - expect(TimelineQ.timeDriftExceedThreshold(item2, item1)).toBe(true); - expect(TimelineQ.timeDriftExceedThreshold()).toBe(false); + expect(TimelineQ.timeDriftExceedThreshold()) + .toBe(false); }); test('Test positionDriftExceedThreshold', () => { const item1 = TimelineQ.createTypedItem(personItem, {}); const item2 = TimelineQ.createTypedItem(personItem, {}); - expect(TimelineQ.positionDriftExceedThreshold(item2, item1)).toBe(false); + expect(TimelineQ.positionDriftExceedThreshold(item2, item1)) + .toBe(false); - item1['$cx'] = 1; - item1['$cy'] = 1; - item2['$cx'] = 5; - item2['$cy'] = 5; - item1['$positionDriftThreshold'] = 1; + item1.$cx = 1; + item1.$cy = 1; + item2.$cx = 5; + item2.$cy = 5; + item1.$positionDriftThreshold = 1; - expect(TimelineQ.positionDriftExceedThreshold(item2, item1)).toBe(true); - expect(TimelineQ.positionDriftExceedThreshold()).toBe(false); + expect(TimelineQ.positionDriftExceedThreshold(item2, item1)) + .toBe(true); + + expect(TimelineQ.positionDriftExceedThreshold()) + .toBe(false); }); }); - describe('Test WebVttTrack', () => { beforeAll(() => { // Mute console.log output for internal functions @@ -919,7 +1176,7 @@ describe('Test WebVttTrack', () => { }); beforeEach(() => { - jest.resetModules() // Most important - it clears the cache + jest.resetModules(); // Most important - it clears the cache }); test('Test cues operations', () => { @@ -928,14 +1185,19 @@ describe('Test WebVttTrack', () => { const firstCue = new WebVttCue(cue1.begin, cue1.end, cue1.text, cue1.position); track.push(firstCue); - expect(track.length).toBe(1); + expect(track.length) + .toBe(1); track.addCue(cue2.begin, cue2.end, cue2.text, cue2.position); track.addCue(cue3.begin, cue3.end, cue3.text, cue3.position); const shiftCue = track.shift(); const popCue = track.pop(); - expect(shiftCue).toStrictEqual(firstCue); - expect(popCue['$text']).toBe(cue3.text); + + expect(shiftCue) + .toStrictEqual(firstCue); + + expect(popCue.$text) + .toBe(cue3.text); }); test('Test track operations', () => { @@ -944,163 +1206,253 @@ describe('Test WebVttTrack', () => { track.addCue(cue2.begin, cue2.end, cue2.text, cue2.position); const parsed = WebVttTrack.parse(track.toString()); - expect(parsed['$cues'][0]['$text']).toBe(track.cues[0]['$text']); - expect(parsed['$cues'][1]['$text']).toBe(track.cues[1]['$text']); - - let lines = track.toString().split('\n'); - expect(lines.shift()).toBe('WEBVTT'); - expect(lines.shift()).toBe(''); - expect(lines.shift()).toBe('0'); - expect(lines.shift()).toBe(`${track.cues[0].toTimeString(cue1.begin)} --> ${track.cues[0].toTimeString(cue1.end)} ${cue1.position}`); - expect(lines.shift()).toBe(cue1.text); - expect(lines.shift()).toBe(''); - expect(lines.shift()).toBe('1'); - expect(lines.shift()).toBe(`${track.cues[1].toTimeString(cue2.begin)} --> ${track.cues[1].toTimeString(cue2.end)} ${cue2.position}`); - expect(lines.shift()).toBe(cue2.text); - + expect(parsed.$cues[0].$text) + .toBe(track.cues[0].$text); + + expect(parsed.$cues[1].$text) + .toBe(track.cues[1].$text); + + const lines = track.toString().split('\n'); + + expect(lines.shift()) + .toBe('WEBVTT'); + + expect(lines.shift()) + .toBe(''); + + expect(lines.shift()) + .toBe('0'); + + expect(lines.shift()) + .toBe(`${track.cues[0].toTimeString(cue1.begin)} --> ${track.cues[0].toTimeString(cue1.end)} ${cue1.position}`); + + expect(lines.shift()) + .toBe(cue1.text); + + expect(lines.shift()) + .toBe(''); + + expect(lines.shift()) + .toBe('1'); + + expect(lines.shift()) + .toBe(`${track.cues[1].toTimeString(cue2.begin)} --> ${track.cues[1].toTimeString(cue2.end)} ${cue2.position}`); + + expect(lines.shift()) + .toBe(cue2.text); + track.length = 5; - expect(track.length).toBe(5); + expect(track.length) + .toBe(5); }); test('Test convertToMilliseconds', () => { - expect(WebVttTrack.convertToMilliseconds(['00', '11', '22', '000'])).toBeGreaterThan(0); + expect(WebVttTrack.convertToMilliseconds(['00', '11', '22', '000'])) + .toBeGreaterThan(0); }); }); - -describe('Test mxCommonUtils', () => { +describe('Test CommonUtils', () => { beforeAll(() => { // Mute console.log output for internal functions console.log = jest.fn(); + console.error = jest.fn(); }); beforeEach(() => { - jest.resetModules() // Most important - it clears the cache - AWS.mock('S3', 'headObject', function(params, callback) { - callback(null, params); - }); - - AWS.mock('S3', 'listObjectsV2', function(params, callback) { - callback(null, params); - }); - - AWS.mock('S3', 'getObject', function(params, callback) { - callback(null, params); - }); - - AWS.mock('S3', 'putObject', function(params, callback) { - callback(null, params); - }); - - AWS.mock('S3', 'deleteObject', Promise.resolve()); - - AWS.mock('S3', 'getObjectTagging', function(params, callback) { - const response = params; - response.TagSet = [ - { - Key: 'tag1', - Value: 'val1' - }, { - Key: 'tag3', - Value: 'val3' - } - ]; - callback(null, response); - }); - - AWS.mock('S3', 'putObjectTagging', function(params, callback) { - callback(null, params); - }); - - AWS.mock('S3', 'selectObjectContent', function(params, callback) { - callback(new Error('error selectObjectContent'), null); - }); - - AWS.mock('S3', 'restoreObject', function(params, callback) { - callback(null, params); - }); - - AWS.mock('S3', 'copyObject', function (params, callback) { - callback(null, params); - }); + jest.resetModules(); // Most important - it clears the cache + s3Mock.reset(); }); afterEach(() => { - AWS.restore('S3'); }); test('Test unsignedUrl', () => { const bucket = 'bucketname'; const key = 'key'; - expect(CommonUtils.unsignedUrl(bucket, key)).toMatch(new RegExp(`https://${bucket}.s3.*.amazonaws.com/${key}`)); + + const unsigned = CommonUtils.unsignedUrl(bucket, key); + + expect(unsigned) + .toMatch(new RegExp(`https://${bucket}.s3.*.amazonaws.com/${key}`)); }); test('Test headObject', async () => { - const bucket = 'bucketname'; - const key = 'key'; + const testHeadObject = { + Bucket: 'bucketname', + Key: 'key', + ExpectedBucketOwner: process.env.ENV_EXPECTED_BUCKET_OWNER, + }; + + s3Mock.on(HeadObjectCommand) + .resolves(testHeadObject); + + const bucket = testHeadObject.Bucket; + const key = testHeadObject.Key; + const response = await CommonUtils.headObject(bucket, key); - expect(response.Bucket).toBe(bucket); - expect(response.Key).toBe(key); - expect(response.ExpectedBucketOwner).toBe(process.env.ENV_EXPECTED_BUCKET_OWNER); + + expect(response.Bucket) + .toBe(bucket); + + expect(response.Key) + .toBe(key); + + expect(response.ExpectedBucketOwner) + .toBe(process.env.ENV_EXPECTED_BUCKET_OWNER); }); test('Test listObjects', async () => { - const bucket = 'bucketname'; + const testListObjects = { + Bucket: 'bucketname', + Prefix: 'pre/', + ExpectedBucketOwner: process.env.ENV_EXPECTED_BUCKET_OWNER, + }; + + s3Mock.on(ListObjectsV2Command) + .resolves(testListObjects); + + const bucket = testListObjects.Bucket; const prefix = 'pre'; + const response = await CommonUtils.listObjects(bucket, prefix, {}); - expect(response.Bucket).toBe(bucket); - expect(response.Prefix).toBe(`${prefix}/`); - expect(response.ExpectedBucketOwner).toBe(process.env.ENV_EXPECTED_BUCKET_OWNER); + + expect(response.Bucket) + .toBe(bucket); + + expect(response.Prefix) + .toBe(`${prefix}/`); + + expect(response.ExpectedBucketOwner) + .toBe(process.env.ENV_EXPECTED_BUCKET_OWNER); }); test('Test download', async () => { - const bucket = 'bucketname'; - const key = 'key'; + const testDownload = { + Bucket: 'bucketname', + Key: 'key', + Body: new Blob(['body']), // Readable | ReadableStream | Blob + ExpectedBucketOwner: process.env.ENV_EXPECTED_BUCKET_OWNER, + }; + + s3Mock.on(GetObjectCommand) + .resolves(testDownload); + + const bucket = testDownload.Bucket; + const key = testDownload.Key; const response = await CommonUtils.download(bucket, key, false); - expect(response.Bucket).toBe(bucket); - expect(response.Key).toBe(key); - expect(response.ExpectedBucketOwner).toBe(process.env.ENV_EXPECTED_BUCKET_OWNER); + + expect(response.Bucket) + .toBe(bucket); + + expect(response.Key) + .toBe(key); + + expect(response.ExpectedBucketOwner) + .toBe(process.env.ENV_EXPECTED_BUCKET_OWNER); + + expect(response.Body).toBeInstanceOf(Blob); }); test('Test upload', async () => { - const params = { - Bucket: 'bucketName', + const testUpload = { + Bucket: 'bucketname', Key: 'key', + ContentType: 'test', + ExpectedBucketOwner: process.env.ENV_EXPECTED_BUCKET_OWNER, + }; + + s3Mock.on(PutObjectCommand) + .resolves(testUpload); + + const params = { + ...testUpload, Body: '{}', - ContentType: 'test' }; + const response = await CommonUtils.upload(params); - expect(response.Bucket).toBe(params.Bucket); - expect(response.Key).toBe(params.Key); - expect(response.ContentType).toBe(params.ContentType); - expect(response.ExpectedBucketOwner).toBe(process.env.ENV_EXPECTED_BUCKET_OWNER); + + expect(response.Bucket) + .toBe(params.Bucket); + + expect(response.Key) + .toBe(params.Key); + + expect(response.ContentType) + .toBe(params.ContentType); + + expect(response.ExpectedBucketOwner) + .toBe(process.env.ENV_EXPECTED_BUCKET_OWNER); }); test('Test uploadFile', async () => { const bucket = 'bucketname'; const prefix = 'pre'; const filename = 'file.txt'; + + const testUploadFile = { + Bucket: bucket, + Key: `${prefix}/${filename}`, + ExpectedBucketOwner: process.env.ENV_EXPECTED_BUCKET_OWNER, + }; + + s3Mock.on(PutObjectCommand) + .resolves(testUploadFile); + const response = await CommonUtils.uploadFile(bucket, prefix, filename, {}); - - expect(response.Bucket).toBe(bucket); - expect(response.Key).toBe(`${prefix}/${filename}`); - expect(response.ExpectedBucketOwner).toBe(process.env.ENV_EXPECTED_BUCKET_OWNER); + + expect(response.Bucket) + .toBe(bucket); + + expect(response.Key) + .toBe(`${prefix}/${filename}`); + + expect(response.ExpectedBucketOwner) + .toBe(process.env.ENV_EXPECTED_BUCKET_OWNER); }); test('Test deleteObject', async () => { const bucket = 'bucketname'; const key = 'key'; - expect(await CommonUtils.deleteObject(bucket, key)).toBe(true); + + const testDeleteObject = { + Bucket: bucket, + Key: key, + ExpectedBucketOwner: process.env.ENV_EXPECTED_BUCKET_OWNER, + }; + + s3Mock.on(DeleteObjectCommand) + .resolves(testDeleteObject); + + const response = await CommonUtils.deleteObject(bucket, key); + + expect(response) + .toBe(true); }); test('Test getTags', async () => { const bucket = 'bucketname'; const key = 'key'; + + const testGetTags = { + Bucket: bucket, + Key: key, + ExpectedBucketOwner: process.env.ENV_EXPECTED_BUCKET_OWNER, + }; + + s3Mock.on(GetObjectTaggingCommand) + .resolves(testGetTags); + const response = await CommonUtils.getTags(bucket, key); - expect(response.Bucket).toBe(bucket); - expect(response.Key).toBe(key); - expect(response.ExpectedBucketOwner).toBe(process.env.ENV_EXPECTED_BUCKET_OWNER); + expect(response.Bucket) + .toBe(bucket); + + expect(response.Key) + .toBe(key); + + expect(response.ExpectedBucketOwner) + .toBe(process.env.ENV_EXPECTED_BUCKET_OWNER); }); test('Test tagObject', async () => { @@ -1109,71 +1461,143 @@ describe('Test mxCommonUtils', () => { const tagset = [ { Key: 'tag1', - Value: 'val1' + Value: 'val1', }, { Key: 'tag2', - Value: 'val2' - } + Value: 'val2', + }, ]; + + const testGetTags = { + Bucket: bucket, + Key: key, + ExpectedBucketOwner: process.env.ENV_EXPECTED_BUCKET_OWNER, + TagSet: tagset, + }; + + const testPutTags = { + ...testGetTags, + TagSet: undefined, + Tagging: { + TagSet: tagset, + }, + }; + + s3Mock.on(GetObjectTaggingCommand) + .resolves(testGetTags); + + s3Mock.on(PutObjectTaggingCommand) + .resolves(testPutTags); const response = await CommonUtils.tagObject(bucket, key, tagset); - expect(response.Bucket).toBe(bucket); - expect(response.Key).toBe(key); - expect(response.ExpectedBucketOwner).toBe(process.env.ENV_EXPECTED_BUCKET_OWNER); - expect(response.Tagging.TagSet).toContain(tagset[0]); - expect(response.Tagging.TagSet).toContain(tagset[1]); + expect(response.Bucket) + .toBe(bucket); + + expect(response.Key) + .toBe(key); + + expect(response.ExpectedBucketOwner) + .toBe(process.env.ENV_EXPECTED_BUCKET_OWNER); + + expect(response.Tagging.TagSet) + .toContain(tagset[0]); + + expect(response.Tagging.TagSet) + .toContain(tagset[1]); }); test('Test createReadStream', async () => { const stream = 'test stream'; const bucket = 'bucketname'; const key = 'key'; - AWS.remock('S3', 'getObject', Buffer.from(stream)); - const response = await CommonUtils.createReadStream(bucket, key, {}); - expect(response.read().toString()).toBe(stream); - }); + const readstream = () => { + const duplex = new Duplex(); + duplex.push(Buffer.from('test')); + duplex.push(null); + return duplex; + }; - test('Test selectS3Content', async () => { - const bucket = 'bucketname'; - const key = 'key'; + const testCreateReadStream = { + Bucket: bucket, + Key: key, + ExpectedBucketOwner: process.env.ENV_EXPECTED_BUCKET_OWNER, + Body: readstream(), + }; - await CommonUtils.selectS3Content(bucket, key, '').catch(error => { - expect(error.message).toBe('error selectObjectContent'); - }); + s3Mock.on(GetObjectCommand) + .resolves(testCreateReadStream); + + const response = await CommonUtils.createReadStream(bucket, key, {}); + + expect(response).toBeInstanceOf(Readable); }); test('Test restoreObject', async () => { const bucket = 'bucketname'; const key = 'key'; + + const testRestoreObject = { + Bucket: bucket, + Key: key, + ExpectedBucketOwner: process.env.ENV_EXPECTED_BUCKET_OWNER, + }; + + s3Mock.on(RestoreObjectCommand) + .resolves(testRestoreObject); + const response = await CommonUtils.restoreObject(bucket, key, {}); - expect(response.Bucket).toBe(bucket); - expect(response.Key).toBe(key); - expect(response.ExpectedBucketOwner).toBe(process.env.ENV_EXPECTED_BUCKET_OWNER); + expect(response.Bucket) + .toBe(bucket); + + expect(response.Key) + .toBe(key); + + expect(response.ExpectedBucketOwner) + .toBe(process.env.ENV_EXPECTED_BUCKET_OWNER); }); test('Test copyObject', async () => { const source = 'sourcename'; const bucket = 'bucketname'; const key = 'key'; + + const testCopyObject = { + CopySource: source, + Bucket: bucket, + Key: key, + ExpectedBucketOwner: process.env.ENV_EXPECTED_BUCKET_OWNER, + }; + + s3Mock.on(CopyObjectCommand) + .resolves(testCopyObject); + const response = await CommonUtils.copyObject(source, bucket, key, {}); - expect(response.CopySource).toBe(source); - expect(response.Bucket).toBe(bucket); - expect(response.Key).toBe(key); - expect(response.ExpectedBucketOwner).toBe(process.env.ENV_EXPECTED_BUCKET_OWNER); + expect(response.CopySource) + .toBe(source); + + expect(response.Bucket) + .toBe(bucket); + + expect(response.Key) + .toBe(key); + + expect(response.ExpectedBucketOwner) + .toBe(process.env.ENV_EXPECTED_BUCKET_OWNER); }); test('Test uuid4', () => { - expect(CommonUtils.uuid4()).toBeTruthy(); + expect(CommonUtils.uuid4()) + .toBeTruthy(); const str = 's'; try { CommonUtils.uuid4(str); - } - catch(error) { - expect(error.message).toBe(`failed to generate UUID from '${str}'`); + } catch (error) { + expect(error.message.length) + .toBeGreaterThan(0); } }); @@ -1190,7 +1614,7 @@ describe('Test mxCommonUtils', () => { }); test('Test toMD5String', () => { - expect(CommonUtils.toMD5String('test')).toMatch(new RegExp(/[0-9A-Fa-f]{6}/g)); + expect(CommonUtils.toMD5String('test')).toMatch(/[0-9A-Fa-f]{6}/g); expect(CommonUtils.toMD5String('test', 'base64')).toBe('test'); expect(CommonUtils.toMD5String('')).toBe(undefined); }); @@ -1211,19 +1635,14 @@ describe('Test mxCommonUtils', () => { test('Test zero functions', () => { const md5 = CommonUtils.zeroMD5(); expect(md5.length).toBe(32); - expect(parseInt(md5)).toBe(0); + expect(Number(md5)).toBe(0); - const accountId = CommonUtils.zeroAccountId(); - expect(accountId.length).toBe(12); - expect(parseInt(accountId)).toBe(0); + const acctId = CommonUtils.zeroAccountId(); + expect(acctId.length).toBe(12); + expect(Number(acctId)).toBe(0); const uuid = CommonUtils.zeroUUID(); expect(uuid.length).toBe(36); - expect(parseInt(uuid)).toBe(0); - }); - - test('Test pause', async () => { - expect(CommonUtils.pause(1000)).resolves.not.toThrow(); }); test('Test toISODateTime', () => { @@ -1231,7 +1650,7 @@ describe('Test mxCommonUtils', () => { }); test('Test random', () => { - let min = 3; + const min = 3; let max = 4; expect(CommonUtils.random(min, max)).toBe(min); @@ -1247,13 +1666,13 @@ describe('Test mxCommonUtils', () => { expect(CommonUtils.isJSON(JSON.stringify(json))).toBe(true); }); - test('Test Mime functions', () => { - expect(CommonUtils.getMime('file.txt')).toBe('text/plain'); - expect(CommonUtils.getExtensionByMime('text/plain')).toBe('txt'); - expect(CommonUtils.parseMimeType('text/plain')).toBe('plain'); + test('Test MimeTypeHelper class', () => { + expect(MimeTypeHelper.getMime('file.txt')).toBe('text/plain'); + expect(MimeTypeHelper.getExtensionByMime('text/plain')).toBe('txt'); + expect(MimeTypeHelper.parseMimeType('text/plain')).toBe('plain'); }); - test('Test capitalize', () =>{ + test('Test capitalize', () => { expect(CommonUtils.capitalize('name')).toBe('Name'); }); @@ -1270,7 +1689,7 @@ describe('Test mxCommonUtils', () => { expect(decompressed.toString()).toBe(target); await CommonUtils.decompressData('').catch(error => { - expect(error.message).toBe('target must be Array object'); + expect(error.message.length).toBeGreaterThan(0); }); }); @@ -1283,221 +1702,65 @@ describe('Test mxCommonUtils', () => { test('Test makeSafeOutputPrefix', () => { expect(CommonUtils.makeSafeOutputPrefix('uuid', '/prefix/file')).toBe('uuid/prefix/'); }); - -}); - - -describe('Test mxNeat', () => { - beforeAll(() => { - // Mute console.log output for internal functions - console.log = jest.fn(); - }); - - beforeEach(() => { - jest.resetModules() // Most important - it clears the cache - }); - - test('Test neat', () => { - const json = { - key1: 'val1', - key2: undefined - }; - const neat = CommonUtils.neat(json); - delete json['key2']; - expect(neat).toStrictEqual(json); - - json['key1'] = undefined; - expect(CommonUtils.neat(json)).toBe(undefined); - }); }); - -describe('Test mxValidation', () => { +describe('Test ValidationHelper', () => { beforeAll(() => { // Mute console.log output for internal functions console.log = jest.fn(); + console.error = jest.fn(); }); beforeEach(() => { - jest.resetModules() // Most important - it clears the cache + jest.resetModules(); // Most important - it clears the cache }); test('Test validateBucket', async () => { const bucketName = new StringBuilder('a'); - expect(CommonUtils.validateBucket(bucketName.toString())).toBe(false); + expect(ValidationHelper.validateBucket(bucketName.toString())).toBe(false); - bucketName.repeat(2); //aaa - expect(CommonUtils.validateBucket(bucketName.toString())).toBe(true); + bucketName.repeat(2); // aaa + expect(ValidationHelper.validateBucket(bucketName.toString())).toBe(true); - bucketName.append('A'); //aaaA - expect(CommonUtils.validateBucket(bucketName.toString())).toBe(false); + bucketName.append('A'); // aaaA + expect(ValidationHelper.validateBucket(bucketName.toString())).toBe(false); - bucketName.replace(3,4,'_'); //aaa_ - expect(CommonUtils.validateBucket(bucketName.toString())).toBe(false); + bucketName.replace(3, 4, '_'); // aaa_ + expect(ValidationHelper.validateBucket(bucketName.toString())).toBe(false); bucketName.deleteCharAt(3); - bucketName.repeat(22); //66 chars - expect(CommonUtils.validateBucket(bucketName.toString())).toBe(false); + bucketName.repeat(22); // 66 chars + expect(ValidationHelper.validateBucket(bucketName.toString())).toBe(false); }); test('Test validateUuid', async () => { - expect(CommonUtils.validateUuid('1234')).toBe(false); - expect(CommonUtils.validateUuid('12345678-1234-1234-1234-123456789abc')).toBe(true); + expect(ValidationHelper.validateUuid('0000')).toBe(false); + expect(ValidationHelper.validateUuid('00000000-1111-1111-1111-000000000000')).toBe(true); }); test('Test validateCognitoIdentityId', () => { - expect(CommonUtils.validateCognitoIdentityId(`us-east-1:${CommonUtils.zeroUUID()}`)).toBe(true); - expect(CommonUtils.validateCognitoIdentityId()).toBe(false); + expect(ValidationHelper.validateCognitoIdentityId(`us-east-1:${CommonUtils.zeroUUID()}`)).toBe(true); + expect(ValidationHelper.validateCognitoIdentityId()).toBe(false); }); test('Test validateBase64JsonToken', () => { const json = { - key1: 'val1' + key1: 'val1', }; const buf = Buffer.from(JSON.stringify(json)); - expect(CommonUtils.validateBase64JsonToken(buf)).toBe(true); - expect(CommonUtils.validateBase64JsonToken()).toBe(false); + expect(ValidationHelper.validateBase64JsonToken(buf)).toBe(true); + expect(ValidationHelper.validateBase64JsonToken()).toBe(false); }); test('Test validateFaceCollectionId', () => { - expect(CommonUtils.validateFaceCollectionId('a1._-')).toBe(true); - expect(CommonUtils.validateFaceCollectionId('/')).toBe(false); + expect(ValidationHelper.validateFaceCollectionId('a1._-')).toBe(true); + expect(ValidationHelper.validateFaceCollectionId('/')).toBe(false); }); test('Test validateS3Uri', () => { - expect(CommonUtils.validateS3Uri('s3://bucketname/key')).toBe(true); - expect(CommonUtils.validateS3Uri('a3://bucketname/key')).toBe(false); - expect(CommonUtils.validateS3Uri('s3://bu/key')).toBe(false); - }); -}); - -describe('Test Metrics', () => { - const httpsCache = https; - const requestWriteMock = jest.fn(); - const requestOnMock = jest.fn(); - const requestEndMock = jest.fn(); - - beforeAll(() => { - // Mute console.log output for internal functions - console.log = jest.fn(); - }); - - beforeEach(() => { - https.request = jest.fn(() => ({ - write: requestWriteMock, - on: requestOnMock, - end: requestEndMock, - })); - }); - - afterEach(() => { - https.request = httpsCache.request; - jest.resetModules() // Most important - it clears the cache - }) - - test('Test Constants', () => { - const metricsConstants = Metrics.Constants; - expect(metricsConstants.Host).toBe('metrics.awssolutionsbuilder.com'); - expect(metricsConstants.Path).toBe('/generic'); - }); - - test('Test sendAnonymizedData', async () => { - Metrics.sendAnonymizedData('this is a test data'); - expect(https.request.mock.calls.length).toBe(1); - expect(https.request.mock.lastCall[0]).toEqual({ - hostname: Metrics.Constants.Host, - port: 443, - path: Metrics.Constants.Path, - method: 'POST', - headers: { - 'Content-Type': 'application/json', - }, - }); - const parsedRequestWriteCallParam = JSON.parse(requestWriteMock.mock.lastCall[0]); - expect(parsedRequestWriteCallParam.Data).toBe('this is a test data'); - expect(requestOnMock.mock.calls.length).toBe(1); - expect(requestEndMock.mock.calls.length).toBe(1); + expect(ValidationHelper.validateS3Uri('s3://bucketname/key')).toBe(true); + expect(ValidationHelper.validateS3Uri('a3://bucketname/key')).toBe(false); + expect(ValidationHelper.validateS3Uri('s3://bu/key')).toBe(false); }); }); - -describe('Test Errors', () => { - test('Test ConfigurationError', () => { - const error = new ConfigurationError(); - expect(error.name).toBe('ConfigurationError'); - expect(error.message).toBe('1000 - configuration error'); - expect(error.errorCode).toBe(1000); - }); - - test('Test IngestError', () => { - const error = new IngestError(); - expect(error.name).toBe('IngestError'); - expect(error.message).toBe('1001 - unknown ingest error'); - expect(error.errorCode).toBe(1001); - }); - - test('Test AnalysisError', () => { - const error = new AnalysisError(); - expect(error.name).toBe('AnalysisError'); - expect(error.message).toBe('1002 - unknown analysis error'); - expect(error.errorCode).toBe(1002); - }); - - test('Test IndexError', () => { - const error = new IndexError(); - expect(error.name).toBe('IndexError'); - expect(error.message).toBe('1003 - unknown index error'); - expect(error.errorCode).toBe(1003); - }); - - test('Test ChecksumError', () => { - const error = new ChecksumError(); - expect(error.name).toBe('ChecksumError'); - expect(error.message).toBe('1004 - unknown checksum error'); - expect(error.errorCode).toBe(1004); - }); - - test('Test RestoreError', () => { - const error = new RestoreError(); - expect(error.name).toBe('RestoreError'); - expect(error.message).toBe('1005 - unknown restore error'); - expect(error.errorCode).toBe(1005); - }); - - test('Test JobStatusError', () => { - const error = new JobStatusError(); - expect(error.name).toBe('JobStatusError'); - expect(error.message).toBe('1006 - unknown job status error'); - expect(error.errorCode).toBe(1006); - }); - - test('Test GroundTruthError', () => { - const error = new GroundTruthError(); - expect(error.name).toBe('GroundTruthError'); - expect(error.message).toBe('1007 - unknown ground truth error'); - expect(error.errorCode).toBe(1007); - }); - - test('Test TranscodeError', () => { - const error = new TranscodeError(); - expect(error.name).toBe('TranscodeError'); - expect(error.message).toBe('1008 - unknown transcode error'); - expect(error.errorCode).toBe(1008); - }); - - test('Test NotImplError', () => { - const error = new NotImplError(); - expect(error.name).toBe('NotImplError'); - expect(error.message).toBe('1009 - not impl'); - expect(error.errorCode).toBe(1009); - }); - - test('Test FixityError', () => { - const error = new FixityError(); - expect(error.name).toBe('FixityError'); - expect(error.message).toBe('1010 - unknown fixity error'); - expect(error.errorCode).toBe(1010); - }); -}); - - diff --git a/source/layers/core-lib/jest.config.js b/source/layers/core-lib/jest.config.js index 5a5ca00..754cb9d 100644 --- a/source/layers/core-lib/jest.config.js +++ b/source/layers/core-lib/jest.config.js @@ -1,9 +1,9 @@ module.exports = { - transform: { - '^.+\\.jsx?$': 'babel-jest', - }, - roots: [''], - testMatch: ['**/*.spec.js'], - coverageReporters: [['lcov', { projectRoot: '../../../' }], 'text'], - setupFiles: ['/setEnvVars.js'] -}; \ No newline at end of file + transform: { + '^.+\\.jsx?$': 'babel-jest', + }, + roots: [''], + testMatch: ['**/*.spec.js'], + coverageReporters: [['lcov', { projectRoot: '../../../' }], 'text'], + setupFiles: ['/setEnvVars.js'], +}; diff --git a/source/layers/core-lib/lib/.version b/source/layers/core-lib/lib/.version index 3ad0595..fcdb2e1 100644 --- a/source/layers/core-lib/lib/.version +++ b/source/layers/core-lib/lib/.version @@ -1 +1 @@ -3.1.5 +4.0.0 diff --git a/source/layers/core-lib/lib/aiml.js b/source/layers/core-lib/lib/aiml.js index cd9f896..3a7a254 100644 --- a/source/layers/core-lib/lib/aiml.js +++ b/source/layers/core-lib/lib/aiml.js @@ -1,47 +1,203 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AnalysisTypes = require('./analysisTypes'); - -const REKOGNITION_OPTIONS = Object.values(AnalysisTypes.Rekognition) - .reduce((a0, c0) => ({ - ...a0, - [c0]: false, - }), undefined); -const COMPREHEND_OPTIONS = Object.values(AnalysisTypes.Comprehend) - .reduce((a0, c0) => ({ - ...a0, - [c0]: false, - }), undefined); -const TRANSCRIBE_OPTIONS = { - [AnalysisTypes.Transcribe]: false, -}; -const TEXTRACT_OPTIONS = { - [AnalysisTypes.Textract]: false, -}; +const { + Rekognition: { + Celeb, + Face, + FaceMatch, + Label, + Moderation, + Text, + Segment, + CustomLabel, + ImageProperty, + }, + Transcribe, + Comprehend: { + Keyphrase, + Entity, + Sentiment, + CustomEntity, + }, + Textract, + AutoFaceIndexer, + Scene, + AdBreak, + ZeroshotLabels, + Shoppable, + Toxicity, +} = require('./analysisTypes'); + const DEFAULT_MINCONFIDENCE = 80; -const DEFAULT_TEXTROI = [ - false, false, false, - false, false, false, - false, false, false, -]; +const DEFAULT_TEXTROI = Array(9).fill(false); -module.exports = { - ...REKOGNITION_OPTIONS, - /* rekognition customization */ +const REKOGNITION_OPTIONS = { + [Celeb]: false, + [Face]: false, + [FaceMatch]: false, + [Label]: false, + [Moderation]: false, + [Text]: false, + [Segment]: false, + [CustomLabel]: false, + [ImageProperty]: false, minConfidence: DEFAULT_MINCONFIDENCE, faceCollectionId: undefined, - customLabelModels: [], + framebased: false, frameCaptureMode: 0, textROI: DEFAULT_TEXTROI, - framebased: false, - ...TRANSCRIBE_OPTIONS, - /* transcribe customization */ + customLabelModels: [], +}; + +const COMPREHEND_OPTIONS = { + [Keyphrase]: false, + [Entity]: false, + [Sentiment]: false, + [CustomEntity]: false, + customEntityRecognizer: undefined, +}; + +const TRANSCRIBE_OPTIONS = { + [Transcribe]: false, languageCode: undefined, customVocabulary: undefined, customLanguageModel: undefined, +}; + +const TEXTRACT_OPTIONS = { + [Textract]: false, +}; + +const ADVANCED_FEATURES = { + [AutoFaceIndexer]: false, + [Scene]: false, + [AdBreak]: false, + [ZeroshotLabels]: [], + [Shoppable]: false, + [Toxicity]: false, + // filters - fine tune analysis settings + filters: { + // segment: { + // maxPixelThreshold, + // minCoveragePercentage, + // }, + // autofaceindexer: { + // minFaceW, + // minFaceH, + // maxPitch, + // maxRoll, + // maxYaw, + // minBrightness, + // minSharpness, + // minCelebConfidence, + // }, + // adbreak: { + // breakInterval, + // breakOffset, + // }, + // scene: { + // enhanceWithTranscript, + // enhanceWithLLM, + // minFrameSimilarity, + // maxTimeDistance, + // }, + // ... + }, +}; + +const AIML = { + ...REKOGNITION_OPTIONS, + ...TRANSCRIBE_OPTIONS, ...COMPREHEND_OPTIONS, - /* comprehend customization */ - customEntityRecognizer: undefined, ...TEXTRACT_OPTIONS, + ...ADVANCED_FEATURES, +}; + +const V4_PRESET_DEFAULT = 'v4.default'; +const V4_PRESET_ALL = 'v4.all'; + +// legacy defaultAIOptions settings +function _v3Presets(detections = []) { + const features = { + ...AIML, + }; + + detections.forEach((name) => { + features[name] = true; + }); + + return features; +} + +function _v4Presets(preset = V4_PRESET_DEFAULT) { + const features = { + ...AIML, + [Celeb]: true, + [FaceMatch]: true, + [Label]: true, + [Segment]: true, + [Transcribe]: true, + [Entity]: true, + [Keyphrase]: true, + [Textract]: true, + [AutoFaceIndexer]: true, + [Scene]: true, + [AdBreak]: true, + faceCollectionId: AutoFaceIndexer, + framebased: true, + frameCaptureMode: 9999, + }; + + // if (preset === V4_PRESET_DEFAULT) { + // return features; + // } + + if (preset === V4_PRESET_ALL) { + Object.keys(features) + .forEach((name) => { + if (typeof features[name] === 'boolean') { + features[name] = true; + } + }); + } + + return features; +} + +function aimlGetPresets(defaultPresets = '') { + let presets; + + try { + let detections = defaultPresets; + + if (typeof detections === 'string') { + detections = detections + .split(',') + .map((x) => + x.trim()) + .filter((x) => + x !== undefined && x.length > 0); + } + + if (detections.length === 0) { + presets = _v4Presets(); + } else if (detections.length === 1 && detections[0].startsWith('v4')) { + presets = _v4Presets(detections[0]); + } else { + presets = _v3Presets(detections); + } + + console.log(`aimlGetPresets = ${JSON.stringify(presets, null, 2)}`); + + return presets; + } catch (e) { + console.log(`[ERR]: aimlGetPresets: ${defaultPresets}, ${e.message}`); + throw e; + } +} + +module.exports = { + AIML, + aimlGetPresets, }; diff --git a/source/layers/core-lib/lib/analysisTypes.js b/source/layers/core-lib/lib/analysisTypes.js index 5ef0a18..4f0d064 100644 --- a/source/layers/core-lib/lib/analysisTypes.js +++ b/source/layers/core-lib/lib/analysisTypes.js @@ -8,10 +8,11 @@ module.exports = { FaceMatch: 'facematch', Label: 'label', Moderation: 'moderation', - Person: 'person', + // Person: 'person', Text: 'text', Segment: 'segment', CustomLabel: 'customlabel', + ImageProperty: 'imageprop', }, Transcribe: 'transcribe', Comprehend: { @@ -22,6 +23,24 @@ module.exports = { // Classification: 'classification', CustomEntity: 'customentity', }, - /* textract */ + // textract Textract: 'textract', + + // + // Advanced features below: + // + // Ad break feature: generated breaks from scenes + AdBreak: 'adbreak', + // Auto face indexer: auto index unrecognized faces + AutoFaceIndexer: 'autofaceindexer', + // Zero shot object detection / image classification: open source ML models + ZeroshotLabels: 'zeroshotlabels', + // Shoppable metadata feature: require zeroshot object detection / zeroshot image classification + Shoppable: 'shoppable', + // Scene detection: combination segment, zeroshot image classification model, and faiss + Scene: 'scene', + // Toxicity features, applied to both Transcribe and Comprehend + Toxicity: 'toxicity', + // Transcode features + Transcode: 'transcode', }; diff --git a/source/layers/core-lib/lib/apiOps.js b/source/layers/core-lib/lib/apiOps.js index 2c0b9f2..b114948 100644 --- a/source/layers/core-lib/lib/apiOps.js +++ b/source/layers/core-lib/lib/apiOps.js @@ -116,4 +116,25 @@ module.exports = { * method: GET, POST, DELETE */ AIOptionsSettings: 'settings/aioptions', + + /** + * @description GenAI use cases + * /genai/* + * method: POST + */ + Tokenize: 'genai/tokenize', + Genre: 'genai/genre', + Sentiment: 'genai/sentiment', + Summarize: 'genai/summarize', + Taxonomy: 'genai/taxonomy', + Theme: 'genai/theme', + TVRatings: 'genai/tvratings', + Custom: 'genai/custom', + + /** + * @description FaceIndexer use cases + * /faceindexer + * method: GET, POST + */ + FaceIndexer: 'faceindexer', }; diff --git a/source/layers/core-lib/lib/commonUtils.js b/source/layers/core-lib/lib/commonUtils.js new file mode 100644 index 0000000..34eaa14 --- /dev/null +++ b/source/layers/core-lib/lib/commonUtils.js @@ -0,0 +1,962 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const CRYPTO = require('crypto'); +const ZLIB = require('zlib'); +const PATH = require('path'); +const { + S3Client, + HeadObjectCommand, + ListObjectsV2Command, + GetObjectCommand, + PutObjectCommand, + DeleteObjectCommand, + GetObjectTaggingCommand, + PutObjectTaggingCommand, + SelectObjectContentCommand, + RestoreObjectCommand, + CopyObjectCommand, +} = require('@aws-sdk/client-s3'); +const { + getSignedUrl, +} = require('@aws-sdk/s3-request-presigner'); +const Environment = require('./environment'); +const xraysdkHelper = require('./xraysdkHelper'); +const retryStrategyHelper = require('./retryStrategyHelper'); +const MergeHelper = require('./mergeHelper'); +const MimeTypeHelper = require('./mimeTypeHelper'); +const ValidationHelper = require('./validationHelper'); +const { + M2CException, +} = require('./error'); + +const REGION = process.env.AWS_REGION; +const CUSTOM_USER_AGENT = Environment.Solution.Metrics.CustomUserAgent; +const EXPECTED_BUCKET_OWNER = Environment.S3.ExpectedBucketOwner; + +class CommonUtils extends ValidationHelper { + /** + * @function unsignedUrl + * @description convert Bucket / Key to HTTP URL + * @param {object} params + */ + static unsignedUrl(Bucket, Key) { + return `https://${Bucket}.s3.${REGION}.amazonaws.com/${Key}`; + } + + /** + * @function headObject + * @description wrap s3.headObject to intercept error message + * @param {string} bucket + * @param {string} key + */ + static async headObject(bucket, key) { + const s3Client = xraysdkHelper(new S3Client({ + computeChecksums: true, + applyChecksum: true, + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new HeadObjectCommand({ + Bucket: bucket, + Key: key, + ExpectedBucketOwner: EXPECTED_BUCKET_OWNER, + }); + + return s3Client.send(command) + .then((res) => ({ + ...res, + $metadata: undefined, + })); + } + + /** + * @function listObjects + * @param {string} bucket + * @param {string} prefix + * @param {object} options + */ + static async listObjects( + bucket, + prefix, + options + ) { + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const _prefix = PATH.join(prefix, '/'); + + const s3Client = xraysdkHelper(new S3Client({ + computeChecksums: true, + applyChecksum: true, + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new ListObjectsV2Command({ + Bucket: bucket, + Prefix: _prefix, + ExpectedBucketOwner: EXPECTED_BUCKET_OWNER, + ...options, + }); + + return s3Client.send(command) + .then((res) => ({ + ...res, + $metadata: undefined, + })); + } + + /** + * @function getSignedUrl + * @description return a signed url, default to expire in 2 hrs + * @param {object} params + */ + static async getSignedUrl(params) { + const s3Client = xraysdkHelper(new S3Client({ + computeChecksums: true, + applyChecksum: true, + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new GetObjectCommand({ + Bucket: params.bucket || params.Bucket, + Key: params.key || params.Key, + }); + + return getSignedUrl( + s3Client, + command, + { + expiresIn: 3600, + } + ); + } + + /** + * @function uuid4 + * @description generate UUID4 string + * @param {string} [str] - if not specified, randomly generates one + */ + static uuid4(str = undefined) { + const s = str || CRYPTO.randomBytes(16).toString('hex'); + + const matched = s.match(/([0-9a-fA-F]{8})([0-9a-fA-F]{4})([0-9a-fA-F]{4})([0-9a-fA-F]{4})([0-9a-fA-F]{12})/); + + if (!matched) { + throw new M2CException(`failed to generate UUID from '${str}'`); + } + + matched.shift(); + + return matched.join('-').toLowerCase(); + } + + /** + * @function normalizeFileName + * @description normalize the file name to S3-friendly filename + * @param {string} name + */ + static normalizeFileName(name) { + return name.replace(/[^a-zA-Z0-9\-_.]/g, '_'); + } + + /** + * @function escapeS3Characters + * @description convert space character to '+ character + * @param {string} key + */ + static escapeS3Characters(key) { + return encodeURIComponent(key).replace(/%20/g, '+'); + } + + /** + * @function unescapeS3Character + * @description convert '+' character back to space uri-encoded character + * @param {string} key + */ + static unescapeS3Character(key) { + return decodeURIComponent(key.replace(/\+/g, '%20')); + } + + /** + * @function toMD5String + * @description convert MD5 string from/to hex/base64 + * @param {string} md5 - md5 string + * @param {string} [format] - output format + */ + static toMD5String(md5, format = 'hex') { + if (!md5) { + return undefined; + } + const encoded = md5.match(/^[0-9a-fA-F]{32}$/) ? 'hex' : 'base64'; + + return Buffer.from(md5, encoded).toString(format); + } + + /** + * @function download + * @param {string} Bucket + * @param {string} Key + * @param {boolean} bodyOnly + */ + static async download( + bucket, + key, + bodyOnly = true + ) { + const s3Client = xraysdkHelper(new S3Client({ + computeChecksums: true, + applyChecksum: true, + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new GetObjectCommand({ + Bucket: bucket, + Key: key, + ExpectedBucketOwner: EXPECTED_BUCKET_OWNER, + }); + const response = await s3Client.send(command) + .then((res) => ({ + ...res, + $metadata: undefined, + })); + + if (bodyOnly) { + return response.Body.transformToString(); + } + + return response; + } + + /** + * @function getByteRange + * @param {string} bucket + * @param {string} key + * @param {number} startPosition + * @param {number} byteLength + */ + static async getByteRange( + bucket, + key, + startPosition, + byteLength + ) { + const start = Math.max(startPosition, 0); + const end = start + (byteLength - 1); + if (end <= start) { + throw new M2CException(`invalid byte range, ${startPosition}, ${byteLength}`); + } + + const range = `bytes=${start}-${end}`; + + const s3Client = xraysdkHelper(new S3Client({ + computeChecksums: true, + applyChecksum: true, + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new GetObjectCommand({ + Bucket: bucket, + Key: key, + Range: range, + ExpectedBucketOwner: EXPECTED_BUCKET_OWNER, + }); + + let response = await s3Client.send(command); + response = await response.Body.transformToByteArray(); + + return Buffer.from(response); + } + + /** + * @function upload + * @param {object} params + */ + static async upload(params) { + /* ensure header doesn't contain invalid character */ + const invalidCharacter = /[^\t\x20-\x7e\x80-\xff]/; + const modified = [ + 'ContentDisposition', + ].reduce((acc, cur) => { + if (!params[cur]) { + return acc; + } + + let valid = params[cur] + .split(';') + .map((x) => + x.trim()) + .filter(x => + !invalidCharacter.test(x)); + + if (valid.length > 0) { + valid = valid + .join('; ') + .trim(); + } else { + valid = undefined; + } + + return { + ...acc, + [cur]: valid, + }; + }, params); + + const s3Client = xraysdkHelper(new S3Client({ + computeChecksums: true, + applyChecksum: true, + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new PutObjectCommand({ + ...modified, + ExpectedBucketOwner: EXPECTED_BUCKET_OWNER, + }); + + return s3Client.send(command) + .then((res) => ({ + ...res, + $metadata: undefined, + })); + } + + static async uploadFile( + bucket, + prefix, + name, + data + ) { + let body = data; + if (!(typeof body === 'string' || body instanceof Buffer)) { + body = JSON.stringify(data); + } + + /* ensure header doesn't contain invalid character */ + let disposition = `attachment; filename="${name}"`; + if (/[^\t\x20-\x7e\x80-\xff]/.test(name)) { + disposition = 'attachment'; + } + + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const key = PATH.join(prefix, name); + + const s3Client = xraysdkHelper(new S3Client({ + computeChecksums: true, + applyChecksum: true, + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new PutObjectCommand({ + Bucket: bucket, + Key: key, + Body: body, + ContentType: MimeTypeHelper.getMime(name), + ContentDisposition: disposition, + ServerSideEncryption: 'AES256', + ExpectedBucketOwner: EXPECTED_BUCKET_OWNER, + }); + + return s3Client.send(command) + .then((res) => ({ + ...res, + $metadata: undefined, + })); + } + + /** + * @function sanitizedKey + * @description make sure to trim leading '/' character + * @param {string} str + */ + static sanitizedKey(str = '') { + return ((str[0] === '/') ? str.slice(1) : str).trim(); + } + + /** + * @function sanitizedPath + * @description strip off leading forward slash + * @param {string} path + */ + static sanitizedPath(path) { + const { + root, + dir, + base, + ext, + name, + } = PATH.parse(path); + + return { + root, + dir: (dir[0] === '/') ? dir.slice(1) : dir, + base, + ext, + name, + }; + } + + /** + * @function deleteObject + * @description delete object if exists + * @param {string} bucket + * @param {string} key + * @returns {boolean} + */ + static async deleteObject(bucket, key) { + const s3Client = xraysdkHelper(new S3Client({ + computeChecksums: true, + applyChecksum: true, + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new DeleteObjectCommand({ + Bucket: bucket, + Key: key, + ExpectedBucketOwner: EXPECTED_BUCKET_OWNER, + }); + + return s3Client.send(command) + .then(() => + true) + .catch(() => + false); + } + + /** + * @async + * @function getTags + * @description wrapper to S3.getObjectTagging api + * @param {string} Bucket + * @param {string} Key + */ + static async getTags(bucket, key) { + const s3Client = xraysdkHelper(new S3Client({ + computeChecksums: true, + applyChecksum: true, + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new GetObjectTaggingCommand({ + Bucket: bucket, + Key: key, + ExpectedBucketOwner: EXPECTED_BUCKET_OWNER, + }); + + return s3Client.send(command) + .then((res) => ({ + ...res, + $metadata: undefined, + })); + } + + /** + * @function tagObject + * @description put object tagging + * @param {string} bucket + * @param {string} key + * @param {Array} tagSet + */ + static async tagObject(bucket, key, tagSet) { + const curTagSet = await CommonUtils.getTags( + bucket, + key + ).then((res) => + res.TagSet); + + const keys = tagSet + .map((x) => + x.Key); + + /* ignoring existing tags if specified in the new tags */ + const filtered = curTagSet + .filter((x) => + !keys.includes(x.Key)); + + /* merge all tags */ + const merged = filtered.concat(tagSet); + + /* don't update tags if it exceeds the tag limits */ + if (merged.length > 10) { + return undefined; + } + + const s3Client = xraysdkHelper(new S3Client({ + computeChecksums: true, + applyChecksum: true, + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new PutObjectTaggingCommand({ + Bucket: bucket, + Key: key, + ExpectedBucketOwner: EXPECTED_BUCKET_OWNER, + Tagging: { + TagSet: merged, + }, + }); + + return s3Client.send(command) + .then((res) => ({ + ...res, + $metadata: undefined, + })); + } + + /** + * @static + * @function createReadStream + * @description wrapper to create read stream object + * @param {string} bucket + * @param {string} key + * @param {Object} [options] + */ + static async createReadStream(bucket, key, options) { + const s3Client = xraysdkHelper(new S3Client({ + computeChecksums: true, + applyChecksum: true, + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new GetObjectCommand({ + Bucket: bucket, + Key: key, + ExpectedBucketOwner: EXPECTED_BUCKET_OWNER, + ...options, + }); + + return s3Client.send(command) + .then((res) => + res.Body); + } + + /** + * @static + * @sync + * @function selectS3Content + * @description wrapper to S3.selectObjectContent api + * @param {string} bucket + * @param {string} key + * @param {string} query + */ + static async selectS3Content(bucket, key, query) { + /* escape single quote character */ + const escaped = query.replace(/'/g, '\'\''); + + const s3Client = xraysdkHelper(new S3Client({ + computeChecksums: true, + applyChecksum: true, + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new SelectObjectContentCommand({ + Bucket: bucket, + Key: key, + ExpectedBucketOwner: EXPECTED_BUCKET_OWNER, + ExpressionType: 'SQL', + Expression: escaped, + InputSerialization: { + JSON: { + Type: 'DOCUMENT', + }, + }, + OutputSerialization: { + JSON: { + RecordDelimiter: ';', + }, + }, + }); + + const chunks = []; + + const iterableStream = await s3Client.send(command) + .then((res) => + res.Payload); + + for await (const eventStream of iterableStream) { + if (eventStream.Records) { + chunks.push(eventStream.Records.Payload); + } + } + + const json = Buffer.concat(chunks) + .toString('utf8') + .split(';') + .filter((x) => + x) + .map((x) => + JSON.parse(x)); + return json; + } + + /** + * @static + * @async + * @function restoreObject + * @description wrapper to S3.restoreObject api + * @param {string} bucket + * @param {string} key + * @param {Object} [options] + */ + static async restoreObject( + bucket, + key, + options + ) { + const s3Client = xraysdkHelper(new S3Client({ + computeChecksums: true, + applyChecksum: true, + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new RestoreObjectCommand({ + Bucket: bucket, + Key: key, + ExpectedBucketOwner: EXPECTED_BUCKET_OWNER, + ...options, + }); + + return s3Client.send(command) + .then((res) => ({ + ...res, + $metadata: undefined, + })); + } + + static async copyObject( + source, + bucket, + key, + options + ) { + const s3Client = xraysdkHelper(new S3Client({ + computeChecksums: true, + applyChecksum: true, + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new CopyObjectCommand({ + CopySource: source, + Bucket: bucket, + Key: key, + MetadataDirective: 'COPY', + TaggingDirective: 'COPY', + ExpectedBucketOwner: EXPECTED_BUCKET_OWNER, + ...options, + }); + + return s3Client.send(command) + .then((res) => ({ + ...res, + $metadata: undefined, + })); + } + + /** + * @function zeroMD5 + * @returns {string} zero padded MD5 string + */ + static zeroMD5() { + return new Array(32).fill('0').join(''); + } + + /** + * @function zeroAccountId + * @returns {string} zero padded account id + */ + static zeroAccountId() { + return new Array(12).fill('0').join(''); + } + + /** + * @function zeroUUID + * @returns {string} zero padded UUID string + */ + static zeroUUID() { + const uuid = new Array(36).fill('0'); + [ + 8, + 13, + 18, + 23, + ].forEach((x) => { + uuid[x] = '-'; + }); + + return uuid.join(''); + } + + /** + * This callback is to implement custom sanitizer logic, as part of mxUtils mixins. + * @callback mxUtils~sanitizerCallback + * @param {string} key - object key + * @param {*} value - object value + * @param {object} obj - original object + */ + /** + * @function sanitizeJson + * @param {object} data - json data + * @param {mxUtils~sanitizerCallback} [callback] - callback to custom sanitize routine. + */ + static sanitizeJson(data, callback) { + /* eslint-disable no-param-reassign */ + /** + * @function escapeFn + * @description default sanitizer to escape '<', '>' characters to avoid xss attack + * @param {string} k - object key + * @param {any} v - object value + * @param {object} obj - original object + */ + function escapeFn(k, v, obj) { + if (typeof v === 'string') { + obj[k] = obj[k].replace(//g, '>'); + } + } + /* eslint-enable no-param-reassign */ + + /** + * @function sanitizer + * @description the actual recursive sanitizer function + * @param {object} obj - object to be sanitized + * @param {function} [cb] - callback function + */ + function sanitizer(obj, cb) { + Object.keys(obj).forEach((k) => { + if (obj[k] !== null && obj[k] !== undefined && typeof obj[k] === 'object') { + sanitizer(obj[k], cb); + } else { + cb.apply(this, [k, obj[k], obj]); + } + }); + } + + /* make a copy before we modify the content */ + const duped = JSON.parse(JSON.stringify(data)); + + sanitizer(duped, callback || escapeFn); + + return duped; + } + + /** + * @static + * @function pause - execution for specified duration + * @param {number} duration - in milliseconds + */ + static async pause(msec = 0) { + return new Promise((resolve) => { + setTimeout(() => { + resolve(); + }, msec); + }); + } + + /** + * @static + * @function toISODateTime + * @description return date/time in YYYYMMDDThhmmss format + * @param {*} [date] + */ + static toISODateTime(date) { + return ((date) ? new Date(date) : new Date()) + .toISOString() + .split('.') + .shift() + .replace(/[-:]/g, ''); + } + + /** + * @static + * @function random + * @param {number} [min] default to 0 + * @param {number} [max] default to 100 + */ + static random(min = 0, max = 100) { + return CRYPTO.randomInt( + Math.max(0, min), + Math.max(1, max) + ); + } + + /** + * @static + * @function isJSON + * @description the string to see if is JSON string. + * @param {string} s + */ + static isJSON(s) { + try { + return (JSON.parse(s) && !!s); + } catch (e) { + return false; + } + } + + /** + * @function capitalize + * @description capitalize first letter at word boundary + * @param {string} name + */ + static capitalize(name) { + return name + .replace(/_/g, ' ') + .replace(/\b\w/g, (c) => + c.toUpperCase()); + } + + /** + * @function timeToLiveInSecond + * @description compute TTL + * @param {number} days + */ + static timeToLiveInSecond(days = 2) { + return Math.floor((new Date().getTime() / 1000)) + (days * 86400); + } + + /** + * @static + * @async + * @function compressData + * @description compress data with zlib and return slices of base64 compressed data in an array + * @param {string|object} target - target first gets stringify before compressed + * @param {number} [slice] - size per array item. default to 255 characters per array item + * @return {Array} - slices of base64 compressed data + */ + static async compressData(target, slice = 255) { + const size = Math.max(10, slice); + const t = (target instanceof Buffer) + ? target + : (typeof target === 'string') + ? target + : JSON.stringify(target); + + let buf = await new Promise((resolve, reject) => { + ZLIB.gzip(t, (err, res) => + ((err) + ? reject(err) + : resolve(res))); + }); + + buf = buf.toString('base64'); + + const response = []; + while (buf.length) { + response.push(buf.slice(0, size)); + buf = buf.slice(size); + } + return response; + } + + /** + * @static + * @async + * @function decompressData + * @description decompress data with zlib and return JSON object (if parse-able) or buffer + * @param {Array} target + * @return {object|Buffer} - return JSON object if parseable. Otherwise, return buffer from unzip. + */ + static async decompressData(target) { + if (!Array.isArray(target)) { + throw new M2CException('target must be Array object'); + } + + const buf = Buffer.from(target.join(''), 'base64'); + const response = await new Promise((resolve, reject) => { + ZLIB.unzip(buf, (err, res) => + ((err) + ? reject(err) + : resolve(res))); + }); + + try { + return JSON.parse(response.toString()); + } catch (e) { + return response; + } + } + + static merge(target, source) { + return MergeHelper.internalMerge(JSON.parse(JSON.stringify(target)), source); + } + + static cleansing(obj, removeList) { + const options = { + array: true, + object: true, + ...removeList, + }; + const parsed = MergeHelper.internalCleansing(JSON.parse(JSON.stringify(obj)), options); + return JSON.parse(JSON.stringify(parsed)); + } + + static flatten(arr, depth = 1) { + return MergeHelper.flatten(arr, depth); + } + + static makeSafeOutputPrefix(uuid, key, keyword = '') { + /* compatible with transcribe requirement */ + let safeKey = (!(/^[a-zA-Z0-9_.!*'()/-]{1,1024}$/.test(key))) + ? key.replace(/[^a-zA-Z0-9_.!*'()/-]/g, '_') + : key; + if (safeKey[0] === '/') { + safeKey = safeKey.slice(1); + } + const parsed = PATH.parse(safeKey); + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + return PATH.join(uuid, parsed.dir, keyword, '/'); + } + + /** + * @static + * @function neat - empty properties that are undefined or null + * @param {object} o - object + */ + static neat(o) { + const json = { + ...o, + }; + Object.keys(json) + .forEach((x) => { + if (json[x] === undefined || json[x] === null) { + delete json[x]; + } + }); + + if (Object.keys(json).length === 0) { + return undefined; + } + + return json; + } + + static toHHMMSS(msec, withMsec = false) { + const HH = Math.floor(msec / 3600000); + const MM = Math.floor((msec % 3600000) / 60000); + const SS = Math.floor((msec % 60000) / 1000); + + let hhmmss = `${HH.toString().padStart(2, '0')}:${MM.toString().padStart(2, '0')}:${SS.toString().padStart(2, '0')}`; + if (withMsec) { + const mmm = Math.ceil(msec % 1000); + hhmmss = `${hhmmss}.${mmm.toString().padStart(3, '0')}`; + } + + return hhmmss; + } +} + +module.exports = CommonUtils; diff --git a/source/layers/core-lib/lib/customRetryQuota.js b/source/layers/core-lib/lib/customRetryQuota.js new file mode 100644 index 0000000..616bdde --- /dev/null +++ b/source/layers/core-lib/lib/customRetryQuota.js @@ -0,0 +1,23 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +class CustomRetryQuota { + constructor(availCapacity = 10) { + this.$availCapacity = availCapacity; + } + + hasRetryTokens(error) { + return (this.$availCapacity > 0); + } + + retrieveRetryTokens(error) { + this.$availCapacity -= 1; + return this.$availCapacity; + } + + releaseRetryTokens(capacityReleaseAmount) { + this.$availCapacity += 1; + } +} + +module.exports = CustomRetryQuota; diff --git a/source/layers/core-lib/lib/customRetryStrategyOptions.js b/source/layers/core-lib/lib/customRetryStrategyOptions.js new file mode 100644 index 0000000..8163c6e --- /dev/null +++ b/source/layers/core-lib/lib/customRetryStrategyOptions.js @@ -0,0 +1,100 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + isClockSkewError, + isRetryableByTrait, + isThrottlingError, + isTransientError, +} = require('@smithy/service-error-classification'); +const CRYPTO = require('crypto'); +const CustomRetryQuota = require('./customRetryQuota'); + +const MAX_ATTEMPTS = 10; + +function randomizeDelay(min, max) { + return CRYPTO.randomInt( + Math.max(0, min), + Math.max(100, max) + ); +} + +class CustomRetryStrategyOptions { + constructor( + maxAttempts = MAX_ATTEMPTS, + retryErrors = undefined, + minDelay = 200, + maxDelay = 800 + ) { + this.$maxAttempts = maxAttempts; + this.$retryErrors = retryErrors; + this.$retryQuota = new CustomRetryQuota(maxAttempts); + this.$minDelay = Math.max(100, minDelay); + this.$maxDelay = maxDelay; + if (maxDelay <= minDelay) { + this.$maxDelay = minDelay + 400; + } + } + + get maxAttempts() { + return this.$maxAttempts; + } + + get retryErrors() { + return this.$retryErrors; + } + + get retryQuota() { + return this.$retryQuota; + } + + get minDelay() { + return this.$minDelay; + } + + get maxDelay() { + return this.$maxDelay; + } + + delayDecider(delayBase, attempts) { + const delay = randomizeDelay( + this.mindDelay, + this.maxDelay + ); + + return delay; + } + + retryDecider(e) { + if (!e) { + return false; + } + + if (Array.isArray(this.retryErrors)) { + return this.retryErrors.includes(e.name); + } + + return isRetryableByTrait(e) + || isClockSkewError(e) + || isThrottlingError(e) + || isTransientError(e); + } + + async maxAttemptProvider() { + return this.maxAttempts; + } + + getRetryStrategyOptions() { + return { + delayDecider: this.delayDecider.bind(this), + retryDecider: this.retryDecider.bind(this), + retryQuota: this.retryQuota, + }; + } + + getMaxAttempProvider() { + return this.maxAttemptProvider.bind(this); + } +} + +module.exports = CustomRetryStrategyOptions; diff --git a/source/layers/core-lib/lib/db.js b/source/layers/core-lib/lib/db.js index 09eca3d..fb21a51 100644 --- a/source/layers/core-lib/lib/db.js +++ b/source/layers/core-lib/lib/db.js @@ -1,19 +1,32 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require("aws-xray-sdk"); - return AWSXRay.captureAWS(require("aws-sdk")); - } catch (e) { - console.log("aws-xray-sdk not loaded"); - return require("aws-sdk"); - } -})(); -const Environment = require("./environment"); -const { mxCommonUtils } = require("./mxCommonUtils"); - -class X extends mxCommonUtils(class {}) {} +const { + DynamoDBClient, + BatchGetItemCommand, + BatchWriteItemCommand, + QueryCommand, + ScanCommand, + DeleteItemCommand, + UpdateItemCommand, +} = require('@aws-sdk/client-dynamodb'); +const { + Solution: { + Metrics: { + CustomUserAgent, + }, + }, +} = require('./environment'); +const xraysdkHelper = require('./xraysdkHelper'); +const retryStrategyHelper = require('./retryStrategyHelper'); +const CommonUtils = require('./commonUtils'); +const { + marshalling, + unmarshalling, +} = require('./ddbHelper'); +const { + M2CException, +} = require('./error'); /** * @class DB @@ -23,24 +36,18 @@ class DB { constructor(params) { /* sanity check */ const missing = [ - "Table", - "PartitionKey", - // 'SortKey', - ].filter((x) => params[x] === undefined); + 'Table', + 'PartitionKey', + ].filter((x) => + params[x] === undefined); if (missing.length) { - throw new Error(`missing ${missing.join(", ")}`); + throw new M2CException(`missing ${missing.join(', ')}`); } this.$table = params.Table; this.$partitionKey = params.PartitionKey; - this.$sortKey = params.SortKey; - - this.$instance = new AWS.DynamoDB.DocumentClient({ - apiVersion: "2012-08-10", - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); } static get Constants() { @@ -50,11 +57,7 @@ class DB { } get [Symbol.toStringTag]() { - return "DB"; - } - - get instance() { - return this.$instance; + return 'DB'; } get table() { @@ -77,14 +80,26 @@ class DB { * @param {object} attributes - attributes * @param {boolean} [merge] - default to merge entry */ - async update(primaryValue, sortValue, attributes, merge = true) { - const original = merge ? await this.fetch(primaryValue, sortValue) : {}; - const merged = X.sanitizeJson( - X.cleansing(X.merge(original, attributes), { - array: false, // don't remove empty array - object: false, // don't remove empty object - }) - ); + async update( + primaryValue, + sortValue, + attributes, + merge = true + ) { + let original = {}; + if (merge) { + original = await this.fetch( + primaryValue, + sortValue + ); + } + + let merged = CommonUtils.merge(original, attributes); + merged = CommonUtils.cleansing(merged, { + array: false, // don't remove empty array + object: false, // don't remove empty object + }); + merged = CommonUtils.sanitizeJson(merged); /* make sure no paritionKey is present in the attributes */ delete merged[this.partitionKey]; @@ -102,14 +117,25 @@ class DB { params.Key[this.sortKey] = sortValue; } - Object.keys(merged).forEach((x) => { - params.AttributeUpdates[x] = { - Action: "PUT", - Value: merged[x], - }; - }); - - return this.instance.update(params).promise(); + Object.keys(merged) + .forEach((x) => { + params.AttributeUpdates[x] = { + Action: 'PUT', + Value: merged[x], + }; + }); + + const marshalled = marshalling(params); + const command = new UpdateItemCommand(marshalled); + + return DB.runCommand(command) + .then((res) => { + const unmarshalled = unmarshalling(res); + return { + ...unmarshalled, + $metadata: undefined, + }; + }); } /** @@ -117,21 +143,30 @@ class DB { * @description scan all entries from DB */ async scan(filter) { - let items = []; - let response; + const params = { + TableName: this.table, + }; + if (filter !== undefined) { + params.ScanFilter = filter; + } + const marshalled = marshalling(params); + let lastEvaluatedKey; + let items = []; do { - response = await this.instance - .scan( - X.cleansing({ - TableName: this.table, - ScanFilter: filter, - ExclusiveStartKey: (response || {}).LastEvaluatedKey, - }) - ) - .promise(); - items = items.concat(response.Items); - } while ((response || {}).LastEvaluatedKey); + const command = new ScanCommand({ + ...marshalled, + ExclusiveStartKey: lastEvaluatedKey, + }); + + await DB.runCommand(command) + .then((res) => { + lastEvaluatedKey = res.LastEvaluatedKey; + + const unmarshalled = unmarshalling(res); + items = items.concat(unmarshalled.Items); + }); + } while (lastEvaluatedKey); return items; } @@ -152,53 +187,75 @@ class DB { * @return {string} [payload.NextKey] - base64 encoded of LastEvaluatedKey */ async scanIndex(data) { - const missing = ["Name", "Key", "Value"].filter( - (x) => data[x] === undefined - ); + const missing = [ + 'Name', + 'Key', + 'Value', + ].filter((x) => + data[x] === undefined); if (missing.length) { - throw new Error(`scanIndex missing ${missing.join(", ")}`); + throw new M2CException(`scanIndex missing ${missing.join(', ')}`); } const keyConditions = { [data.Key]: { - ComparisonOperator: "EQ", - AttributeValueList: [data.Value], + ComparisonOperator: 'EQ', + AttributeValueList: [ + data.Value, + ], }, }; - const queryFilter = (data.Conditions || []).reduce( - (a0, c0) => ({ + const queryFilter = (data.Conditions || []) + .reduce((a0, c0) => ({ ...a0, [c0.Key]: { - ComparisonOperator: c0.ComparisonOperator || "EQ", - AttributeValueList: [c0.Value], + ComparisonOperator: c0.ComparisonOperator || 'EQ', + AttributeValueList: [ + c0.Value, + ], }, - }), - undefined - ); + }), {}); + + const limit = Number(data.PageSize || DB.Constants.PageSize); + + let exclusiveStartKey; + if (data.Token) { + exclusiveStartKey = JSON.parse( + Buffer.from(data.Token, 'base64').toString() + ); + } const params = { TableName: this.table, IndexName: data.Name, KeyConditions: keyConditions, QueryFilter: queryFilter, - ScanIndexForward: !!data.Ascending, - Limit: Number.parseInt(data.PageSize || DB.Constants.PageSize, 10), - ExclusiveStartKey: - data.Token && JSON.parse(Buffer.from(data.Token, "base64").toString()), + ScanIndexForward: !!(data.Ascending), + Limit: limit, + ExclusiveStartKey: exclusiveStartKey, }; - const { Items, LastEvaluatedKey } = await this.instance - .query(params) - .promise(); - - return { - Items, - NextToken: - LastEvaluatedKey && - Buffer.from(JSON.stringify(LastEvaluatedKey)).toString("base64"), - }; + const marshalled = marshalling(params); + const command = new QueryCommand(marshalled); + + return DB.runCommand(command) + .then((res) => { + const unmarshalled = unmarshalling(res); + + let nextToken; + if (unmarshalled.LastEvaluatedKey) { + nextToken = Buffer.from( + JSON.stringify(unmarshalled.LastEvaluatedKey) + ).toString('base64'); + } + + return { + Items: unmarshalled.Items, + NextToken: nextToken, + }; + }); } /** @@ -208,48 +265,64 @@ class DB { * @param {string} [sortValue] - sort key value * @param {string} [projection] - selected field(s) to return */ - async fetch(primaryValue, sortValue, projection) { + async fetch( + primaryValue, + sortValue, + projection + ) { const params = { TableName: this.table, ExpressionAttributeNames: { - "#x0": this.partitionKey, + '#x0': this.partitionKey, }, ExpressionAttributeValues: { - ":v0": primaryValue, + ':v0': primaryValue, }, - KeyConditionExpression: "#x0 = :v0", + KeyConditionExpression: '#x0 = :v0', }; if (this.sortKey) { - params.ExpressionAttributeNames["#x1"] = this.sortKey; - params.ExpressionAttributeValues[":v1"] = sortValue; - params.KeyConditionExpression = - typeof sortValue === "string" - ? `${params.KeyConditionExpression} and begins_with(#x1, :v1)` - : `${params.KeyConditionExpression} and #x1 >= :v1`; + params.ExpressionAttributeNames['#x1'] = this.sortKey; + params.ExpressionAttributeValues[':v1'] = sortValue; + if (typeof sortValue === 'string') { + params.KeyConditionExpression = `${params.KeyConditionExpression} and begins_with(#x1, :v1)`; + } else { + params.KeyConditionExpression = `${params.KeyConditionExpression} and #x1 >= :v1`; + } } if (projection) { - let names = Array.isArray(projection) ? projection : [projection]; - names = names.filter( - (x) => x !== this.partitionKey && x !== this.sortKey - ); - - params.ExpressionAttributeNames = names.reduce( - (acc, cur, idx) => - Object.assign(acc, { - [`#p${idx}`]: cur, - }), - params.ExpressionAttributeNames - ); - - params.ProjectionExpression = Object.keys( - params.ExpressionAttributeNames - ).join(", "); + let names = projection; + if (!Array.isArray(names)) { + names = [ + names, + ]; + } + names = names + .filter((x) => + x !== this.partitionKey && x !== this.sortKey); + + params.ExpressionAttributeNames = names + .reduce((acc, cur, idx) => ({ + ...acc, + [`#p${idx}`]: cur, + }), params.ExpressionAttributeNames); + + params.ProjectionExpression = + Object.keys(params.ExpressionAttributeNames).join(', '); } - const response = await this.instance.query(params).promise(); - return !response.Count ? {} : response.Items.shift(); + const marshalled = marshalling(params); + const command = new QueryCommand(marshalled); + + return DB.runCommand(command) + .then((res) => { + const unmarshalled = unmarshalling(res); + if (!unmarshalled.Count) { + return {}; + } + return unmarshalled.Items[0]; + }); } /** @@ -258,7 +331,10 @@ class DB { * @param {string} primaryValue - partition key value * @param {string} [sortValue] - sort key value */ - async purge(primaryValue, sortValue) { + async purge( + primaryValue, + sortValue + ) { const params = { TableName: this.table, Key: { @@ -270,41 +346,466 @@ class DB { params.Key[this.sortKey] = sortValue; } - return this.instance.delete(params).promise(); + const marshalled = marshalling(params); + const command = new DeleteItemCommand(marshalled); + + return DB.runCommand(command) + .then((res) => { + const unmarshalled = unmarshalling(res); + return { + ...unmarshalled, + $metadata: undefined, + }; + }); } - async dropColumns(primaryValue, sortValue, attributes) { - let items = Array.isArray(attributes) ? attributes : [attributes]; - /* #1: remove primary and sort key from the list */ - items = items.filter((x) => x !== this.partitionKey && x !== this.sortKey); + async dropColumns( + primaryValue, + sortValue, + attributes + ) { + let items = attributes; + + if (!Array.isArray(items)) { + items = [ + attributes, + ]; + } + + items = items + .filter((x) => + x !== this.partitionKey && x !== this.sortKey); if (!items.length) { return items; } - /* #2: build the update list */ - items = items.reduce( - (acc, cur) => - Object.assign(acc, { - [cur]: { - Action: "DELETE", + items = items + .reduce((acc, cur) => ({ + ...acc, + [cur]: { + Action: 'DELETE', + }, + }), {}); + + const params = { + TableName: this.table, + Key: { + [this.partitionKey]: primaryValue, + }, + AttributeUpdates: items, + }; + + if (this.sortKey) { + params.Key[this.sortKey] = sortValue; + } + + const marshalled = marshalling(params); + const command = new UpdateItemCommand(marshalled); + + return DB.runCommand(command) + .then(() => + Object.keys(items)); + } + + async batchGet(pKeys, fieldsToGet = []) { + const keys = pKeys.map((key) => ({ + [this.partitionKey]: key, + })); + + const params = { + RequestItems: { + [this.table]: { + Keys: keys, + }, + }, + }; + + if (fieldsToGet.length > 0) { + params.RequestItems[this.table].ExpressionAttributeNames = + fieldsToGet + .reduce((acc, cur, idx) => ({ + ...acc, + [`#p${idx}`]: cur, + }), {}); + + params.RequestItems[this.table].ProjectionExpression = + Object.keys(params.RequestItems[this.table].ExpressionAttributeNames) + .join(', '); + } + + const marshalled = marshalling(params); + const command = new BatchGetItemCommand(marshalled); + + return DB.runCommand(command) + .then((res) => { + const unmarshalled = unmarshalling(res); + return unmarshalled.Responses[this.table]; + }); + } + + async batchWrite(items = []) { + let promises = []; + + const unprocessed = []; + let processed = []; + + // BatchWriteItem supports 25 items per batch + const batchSize = 25; + const concurrency = 10; + + for (let i = 0; i < items.length; i += batchSize) { + const batch = items.slice(i, i + batchSize); + const requestItems = batch + .map((item) => ({ + PutRequest: { + Item: item, + }, + })); + + const marshalled = marshalling({ + RequestItems: { + [this.table]: requestItems, + }, + }); + + const command = new BatchWriteItemCommand(marshalled); + + promises.push(DB.runCommand(command) + .then((res) => { + const unmarshalled = unmarshalling(res); + + let _items = (unmarshalled.UnprocessedItems || {})[this.table] || []; + if (_items.length === 0) { + processed = processed.concat(batch); + } else { + _items = _items.forEach((x) => { + const item = x.PutRequest.Item; + + // store the unprocessed items + unprocessed.push(item); + + // store the processed items + const idx = batch.findIndex((k) => + k.faceId === item.faceId); + + if (idx >= 0) { + processed = processed.concat(batch.splice(idx, 1)); + } + }); + } + }) + .catch((e) => { + console.log('i', i, 'batch', batch); + console.error(e); + })); + + if (promises.length === concurrency) { + await Promise.all(promises); + promises = []; + } + } + + if (promises.length > 0) { + await Promise.all(promises); + promises = []; + } + + return { + processed, + unprocessed, + }; + } + + async batchDelete(pKeys) { + const promises = []; + + // BatchWriteItem supports 25 items per batch + const batchSize = 25; + + const cloned = pKeys.slice(); + while (cloned.length > 0) { + const batch = cloned.splice(0, batchSize); + + const requestItems = batch + .map((key) => ({ + DeleteRequest: { + Key: { + [this.partitionKey]: key, + }, }, - }), - {} - ); + })); + + const marshalled = marshalling({ + RequestItems: { + [this.table]: requestItems, + }, + }); + const command = new BatchWriteItemCommand(marshalled); + + promises.push(DB.runCommand(command) + .then(() => + batch)); + } + + return Promise.all(promises) + .then((res) => ({ + deleted: res.flat(1), + })); + } + + async batchUpdate(items) { + // cannot do BatchWriteItem as it overwrites the row completely. + // use UpdateItem one by one instead. + let promises = []; + const cloned = items.slice(); + + while (cloned.length > 0) { + const item = cloned.shift(); + + let keys = []; + let expressionAttributeNames = []; + let expressionAttributeValues = []; + let updateExpression = []; + + Object.keys(item) + .forEach((name, idx) => { + if (name === this.partitionKey || name === this.sortKey) { + keys.push({ + [name]: item[name], + }); + return; + } + expressionAttributeNames.push({ + [`#k${idx}`]: name, + }); + expressionAttributeValues.push({ + [`:v${idx}`]: item[name], + }); + updateExpression.push( + `#k${idx} = :v${idx}` + ); + }); + + // nothing to update, ignore item + if (keys.length === 0 || updateExpression.length === 0) { + continue; + } + + keys = keys + .reduce((a0, c0) => ({ + ...a0, + ...c0, + }), {}); + expressionAttributeNames = expressionAttributeNames + .reduce((a0, c0) => ({ + ...a0, + ...c0, + }), {}); + expressionAttributeValues = expressionAttributeValues + .reduce((a0, c0) => ({ + ...a0, + ...c0, + }), {}); + updateExpression = updateExpression + .join(', '); + updateExpression = `SET ${updateExpression}`; + + const marshalled = marshalling({ + TableName: this.table, + Key: keys, + ExpressionAttributeNames: expressionAttributeNames, + ExpressionAttributeValues: expressionAttributeValues, + UpdateExpression: updateExpression, + }); + const command = new UpdateItemCommand(marshalled); + + promises.push(DB.runCommand(command) + .then(() => + item[this.partitionKey])); + } + + promises = await Promise.all(promises); + + return { + updated: promises, + }; + } + + async batchUpdateWithConditions(items, conditions) { + if (items.length !== conditions.length) { + throw new M2CException('mismatch length of items and conditions'); + } + + const updated = []; + + let promises = []; + for (let i = 0; i < items.length; i += 1) { + const item = items[i]; + const condition = conditions[i]; + + let keys = []; + let expressionAttributeNames = []; + let expressionAttributeValues = []; + let updateExpression = []; + + Object.keys(item) + .forEach((name, idx) => { + if (name === this.partitionKey || name === this.sortKey) { + keys.push({ + [name]: item[name], + }); + return; + } + expressionAttributeNames.push({ + [`#${name}`]: name, + }); + expressionAttributeValues.push({ + [`:${name}`]: item[name], + }); + updateExpression.push( + `#${name} = :${name}` + ); + }); + + // nothing to update, ignore item + if (keys.length === 0 || updateExpression.length === 0) { + continue; + } + + keys = keys + .reduce((a0, c0) => ({ + ...a0, + ...c0, + }), {}); + expressionAttributeNames = expressionAttributeNames + .reduce((a0, c0) => ({ + ...a0, + ...c0, + }), {}); + expressionAttributeValues = expressionAttributeValues + .reduce((a0, c0) => ({ + ...a0, + ...c0, + }), {}); + updateExpression = updateExpression + .join(', '); + updateExpression = `SET ${updateExpression}`; + + let marshalled = { + TableName: this.table, + Key: keys, + ExpressionAttributeNames: expressionAttributeNames, + ExpressionAttributeValues: expressionAttributeValues, + UpdateExpression: updateExpression, + ReturnValues: 'ALL_NEW', + }; + + if (condition !== undefined && condition.length > 0) { + marshalled.ConditionExpression = condition; + } + + marshalled = marshalling(marshalled); + console.log('marshalled', JSON.stringify(marshalled, null, 2)); + + const command = new UpdateItemCommand(marshalled); + + promises.push(DB.runCommand(command) + .then((res) => { + const unmarshalled = unmarshalling(res); + if (unmarshalled.Attributes) { + updated.push(unmarshalled.Attributes); + } + return unmarshalled.Attributes; + }) + .catch((e) => { + if (e.name === 'ConditionalCheckFailedException') { + return undefined; + } + throw e; + })); + + // limit it to 20 requests at once + if (promises.length >= 20) { + await Promise.all(promises); + promises = []; + } + } + + // wait for the remaining + if (promises.length > 0) { + await Promise.all(promises); + } + + return updated; + } + + async batchDeleteWithConditions(keys, conditions) { + if (keys.length !== conditions.length) { + throw new M2CException('mismatch length of keys and conditions'); + } + + const deleted = []; - await this.instance - .update({ + let promises = []; + for (let i = 0; i < keys.length; i += 1) { + const key = keys[i]; + const condition = conditions[i]; + + let marshalled = { TableName: this.table, Key: { - [this.partitionKey]: primaryValue, - [this.sortKey]: sortValue, + [this.partitionKey]: key, }, - AttributeUpdates: items, - }) - .promise(); + ReturnValues: 'ALL_OLD', + }; + + if (condition !== undefined && condition.length > 0) { + marshalled.ConditionExpression = condition; + } + + marshalled = marshalling(marshalled); + console.log('marshalled', marshalled); + + const command = new DeleteItemCommand(marshalled); + + promises.push(DB.runCommand(command) + .then((res) => { + const unmarshalled = unmarshalling(res); + if (unmarshalled.Attributes) { + deleted.push(unmarshalled.Attributes); + } + return unmarshalled.Attributes; + }) + .catch((e) => { + if (e.name === 'ConditionalCheckFailedException') { + return undefined; + } + throw e; + })); + + // limit it to 20 requests at once + if (promises.length >= 20) { + await Promise.all(promises); + promises = []; + } + } + + // wait for the remaining + if (promises.length > 0) { + await Promise.all(promises); + } + + return deleted; + } + + static async runCommand(command) { + const ddbClient = xraysdkHelper(new DynamoDBClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); - return Object.keys(items); + return ddbClient.send(command); } } diff --git a/source/layers/core-lib/lib/ddbHelper.js b/source/layers/core-lib/lib/ddbHelper.js new file mode 100644 index 0000000..a25725a --- /dev/null +++ b/source/layers/core-lib/lib/ddbHelper.js @@ -0,0 +1,176 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + marshall, + unmarshall, +} = require('@aws-sdk/util-dynamodb'); + +const marshalling = (data) => { + const duped = JSON.parse(JSON.stringify(data)); + + [ + 'ExclusiveStartKey', + 'ExpressionAttributeValues', + 'Item', + 'Key', + ].forEach((attr) => { + if (duped[attr] !== undefined) { + duped[attr] = marshall(duped[attr]); + } + }); + + [ + 'KeyConditions', + 'QueryFilter', + 'ScanFilter', + ].forEach((attr) => { + if (duped[attr] !== undefined) { + Object.keys(duped[attr]) + .forEach((key) => { + duped[attr][key].AttributeValueList = + marshall(duped[attr][key].AttributeValueList); + }); + } + }); + + [ + 'AttributeUpdates', + 'Expected', + ].forEach((attr) => { + if (duped[attr] !== undefined) { + Object.keys(duped[attr]) + .forEach((key) => { + if (duped[attr][key].AttributeValueList !== undefined) { + duped[attr][key].AttributeValueList = + marshall(duped[attr][key].AttributeValueList); + } + if (duped[attr][key].Value !== undefined) { + duped[attr][key].Value = + marshall({ + _: duped[attr][key].Value, + })._; + } + }); + } + }); + + /* BatchXXXItem */ + if (duped.RequestItems) { + Object.keys(duped.RequestItems) + .forEach((key) => { + /* BatchWriteItem */ + if (Array.isArray(duped.RequestItems[key])) { + duped.RequestItems[key].forEach((item) => { + if (item.DeleteRequest !== undefined + && item.DeleteRequest.Key !== undefined) { + item.DeleteRequest.Key = marshall(item.DeleteRequest.Key); + } + if (item.PutRequest !== undefined + && item.PutRequest.Item !== undefined) { + item.PutRequest.Item = marshall(item.PutRequest.Item); + } + }); + /* BatchGetItem */ + } else if (duped.RequestItems[key].Keys) { + duped.RequestItems[key].Keys = duped.RequestItems[key].Keys + .map((item) => + marshall(item)); + } + }); + } + + return duped; +}; + +const unmarshalling = (data) => { + const duped = JSON.parse(JSON.stringify(data)); + + [ + 'Item', + 'LastEvaluatedKey', + 'Attributes', + ].forEach((attr) => { + if (duped[attr] !== undefined) { + duped[attr] = unmarshall(duped[attr]); + } + }); + + [ + 'Items', + ].forEach((attr) => { + if (Array.isArray(duped[attr])) { + duped[attr] = duped[attr] + .map((item) => + unmarshall(item)); + } + }); + + if (duped.ItemCollectionMetrics !== undefined) { + /* Get/Put/UpdateItem response */ + if (duped.ItemCollectionMetrics.ItemCollectionKey !== undefined) { + duped.ItemCollectionMetrics.ItemCollectionKey = + unmarshall(duped.ItemCollectionMetrics.ItemCollectionKey); + /* BatchWriteItem response */ + } else { + Object.keys(duped.ItemCollectionMetrics) + .forEach((key) => { + if (Array.isArray(duped.ItemCollectionMetrics[key])) { + duped.ItemCollectionMetrics[key].forEach((item) => { + if (item.ItemCollectionKey !== undefined) { + item.ItemCollectionKey = unmarshall(item.ItemCollectionKey); + } + }); + } + }); + } + } + + /* BatchGetItem response */ + if (duped.Responses !== undefined) { + Object.keys(duped.Responses) + .forEach((key) => { + duped.Responses[key] = duped.Responses[key] + .map((item) => + unmarshall(item)); + }); + } + + if (duped.UnprocessedKeys !== undefined) { + Object.keys(duped.UnprocessedKeys) + .forEach((key) => { + if (Array.isArray(duped.UnprocessedKeys[key].Keys)) { + duped.UnprocessedKeys[key].Keys = + duped.UnprocessedKeys[key].Keys + .map((item) => + unmarshall(item)); + } + }); + } + + /* BatchWriteItem response */ + if (duped.UnprocessedItems !== undefined) { + Object.keys(duped.UnprocessedItems) + .forEach((key) => { + if (Array.isArray(duped.UnprocessedItems[key])) { + duped.UnprocessedItems[key].forEach((item) => { + if (item.DeleteRequest !== undefined + && item.DeleteRequest.Key !== undefined) { + item.DeleteRequest.Key = unmarshall(item.DeleteRequest.Key); + } + if (item.PutRequest !== undefined + && item.PutRequest.Item !== undefined) { + item.PutRequest.Item = unmarshall(item.PutRequest.Item); + } + }); + } + }); + } + + return duped; +}; + +module.exports = { + marshalling, + unmarshalling, +}; diff --git a/source/layers/core-lib/lib/environment.js b/source/layers/core-lib/lib/environment.js index 6381ee1..2f7e77f 100644 --- a/source/layers/core-lib/lib/environment.js +++ b/source/layers/core-lib/lib/environment.js @@ -12,7 +12,7 @@ module.exports = { Version: Solution.Version, Metrics: { Uuid: process.env.ENV_SOLUTION_UUID, - AnonymizedUsage: (process.env.ENV_ANONYMIZED_USAGE || '').toUpperCase() === 'YES', + AnonymousUsage: (process.env.ENV_ANONYMOUS_USAGE || '').toUpperCase() === 'YES', CustomUserAgent: process.env.ENV_CUSTOM_USER_AGENT || `AWSSOLUTION/${Solution.Id}/${Solution.Version}`, }, @@ -30,6 +30,16 @@ module.exports = { VideoAnalysis: `${ResourcePrefix}-analysis-video`, ImageAnalysis: `${ResourcePrefix}-analysis-image`, DocumentAnalysis: `${ResourcePrefix}-analysis-document`, + DynamicFrameSegmentation: `${ResourcePrefix}-dynamic-frame-segmentation`, + VideoBasedDetection: `${ResourcePrefix}-videobased-detection`, + FrameBasedDetection: `${ResourcePrefix}-framebased-detection`, + CustomModelDetection: `${ResourcePrefix}-custom-model-detection`, + BacklogCustomLabel: `${ResourcePrefix}-backlog-custom-labels`, + UpdateFaceIndexer: `${ResourcePrefix}-update-face-indexer`, + AnalysisPostProcess: `${ResourcePrefix}-analysis-post-process`, + GraphIndexer: `${ResourcePrefix}-graph-indexer`, + AssetRemoval: `${ResourcePrefix}-asset-removal`, + Shoppable: `${ResourcePrefix}-shoppable`, }, DynamoDB: { Ingest: { @@ -66,6 +76,24 @@ module.exports = { PartitionKey: 'uuid', SortKey: 'keyword', }, + FaceIndexer: { + Table: `${ResourcePrefix}-faceindexer`, + PartitionKey: 'faceId', + GSI: { + FaceId: { + Name: 'gsi-faceid-timestamp', + Key: 'faceId', + }, + Celeb: { + Name: 'gsi-celeb-timestamp', + Key: 'celeb', + }, + }, + }, + Shoppable: { + Table: `${ResourcePrefix}-shoppable`, + PartitionKey: 'uuid', + }, }, Iot: { Host: process.env.ENV_IOT_HOST, @@ -100,6 +128,7 @@ module.exports = { }, Elasticsearch: { DomainEndpoint: process.env.ENV_ES_DOMAIN_ENDPOINT, + UseOpenSearchServerless: (Number(process.env.ENV_USE_OPENSEARCH_SERVERLESS || 0) > 0), }, ElasticTranscoder: { Pipeline: { diff --git a/source/layers/core-lib/lib/error.js b/source/layers/core-lib/lib/error.js index 5a4b465..5f88f44 100644 --- a/source/layers/core-lib/lib/error.js +++ b/source/layers/core-lib/lib/error.js @@ -1,17 +1,41 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 +const { + ServiceException, +} = require('@smithy/smithy-client'); + +/** + * @class M2CException + * @description Error code 999 + */ +class M2CException extends ServiceException { + constructor(message) { + super({ + message, + name: 'M2CException', + $metadata: { + httpStatusCode: 400, + }, + }); + this.errorCode = 999; + } +} + /** * @class ConfigurationError * @description Error code 1000 */ -class ConfigurationError extends Error { - constructor(...args) { - super(...args); - this.name = this.constructor.name; +class ConfigurationError extends ServiceException { + constructor(message) { + super({ + message, + name: 'ConfigurationError', + $metadata: { + httpStatusCode: 400, + }, + }); this.errorCode = 1000; - this.message = `${this.errorCode} - ${this.message || 'configuration error'}`; - Error.captureStackTrace(this, ConfigurationError); } } @@ -19,13 +43,16 @@ class ConfigurationError extends Error { * @class IngestError * @description Error code 1001 */ -class IngestError extends Error { - constructor(...args) { - super(...args); - this.name = this.constructor.name; +class IngestError extends ServiceException { + constructor(message) { + super({ + message, + name: 'IngestError', + $metadata: { + httpStatusCode: 400, + }, + }); this.errorCode = 1001; - this.message = `${this.errorCode} - ${this.message || 'unknown ingest error'}`; - Error.captureStackTrace(this, IngestError); } } @@ -33,13 +60,16 @@ class IngestError extends Error { * @class AnalysisError * @description Error code 1002 */ -class AnalysisError extends Error { - constructor(...args) { - super(...args); - this.name = this.constructor.name; +class AnalysisError extends ServiceException { + constructor(message) { + super({ + message, + name: 'AnalysisError', + $metadata: { + httpStatusCode: 400, + }, + }); this.errorCode = 1002; - this.message = `${this.errorCode} - ${this.message || 'unknown analysis error'}`; - Error.captureStackTrace(this, AnalysisError); } } @@ -47,13 +77,16 @@ class AnalysisError extends Error { * @class IndexError * @description Error code 1003 */ -class IndexError extends Error { - constructor(...args) { - super(...args); - this.name = this.constructor.name; +class IndexError extends ServiceException { + constructor(message) { + super({ + message, + name: 'IndexError', + $metadata: { + httpStatusCode: 400, + }, + }); this.errorCode = 1003; - this.message = `${this.errorCode} - ${this.message || 'unknown index error'}`; - Error.captureStackTrace(this, IndexError); } } @@ -61,13 +94,16 @@ class IndexError extends Error { * @class ChecksumError * @description Error code 1004 */ -class ChecksumError extends Error { - constructor(...args) { - super(...args); - this.name = this.constructor.name; +class ChecksumError extends ServiceException { + constructor(message) { + super({ + message, + name: 'ChecksumError', + $metadata: { + httpStatusCode: 400, + }, + }); this.errorCode = 1004; - this.message = `${this.errorCode} - ${this.message || 'unknown checksum error'}`; - Error.captureStackTrace(this, ChecksumError); } } @@ -75,13 +111,16 @@ class ChecksumError extends Error { * @class RestoreError * @description Error code 1005 */ -class RestoreError extends Error { - constructor(...args) { - super(...args); - this.name = this.constructor.name; +class RestoreError extends ServiceException { + constructor(message) { + super({ + message, + name: 'RestoreError', + $metadata: { + httpStatusCode: 400, + }, + }); this.errorCode = 1005; - this.message = `${this.errorCode} - ${this.message || 'unknown restore error'}`; - Error.captureStackTrace(this, RestoreError); } } @@ -89,13 +128,16 @@ class RestoreError extends Error { * @class JobStatusError * @description Error code 1006 */ -class JobStatusError extends Error { - constructor(...args) { - super(...args); - this.name = this.constructor.name; +class JobStatusError extends ServiceException { + constructor(message) { + super({ + message, + name: 'JobStatusError', + $metadata: { + httpStatusCode: 400, + }, + }); this.errorCode = 1006; - this.message = `${this.errorCode} - ${this.message || 'unknown job status error'}`; - Error.captureStackTrace(this, JobStatusError); } } @@ -103,13 +145,16 @@ class JobStatusError extends Error { * @class GroundTruthError * @description Error code 1007 */ -class GroundTruthError extends Error { - constructor(...args) { - super(...args); - this.name = this.constructor.name; +class GroundTruthError extends ServiceException { + constructor(message) { + super({ + message, + name: 'GroundTruthError', + $metadata: { + httpStatusCode: 400, + }, + }); this.errorCode = 1007; - this.message = `${this.errorCode} - ${this.message || 'unknown ground truth error'}`; - Error.captureStackTrace(this, GroundTruthError); } } @@ -117,13 +162,16 @@ class GroundTruthError extends Error { * @class TranscodeError * @description Error code 1008 */ -class TranscodeError extends Error { - constructor(...args) { - super(...args); - this.name = this.constructor.name; +class TranscodeError extends ServiceException { + constructor(message) { + super({ + message, + name: 'TranscodeError', + $metadata: { + httpStatusCode: 400, + }, + }); this.errorCode = 1008; - this.message = `${this.errorCode} - ${this.message || 'unknown transcode error'}`; - Error.captureStackTrace(this, TranscodeError); } } @@ -131,13 +179,16 @@ class TranscodeError extends Error { * @class NotImplError * @description Error code 1009 */ -class NotImplError extends Error { - constructor(...args) { - super(...args); - this.name = this.constructor.name; +class NotImplError extends ServiceException { + constructor(message) { + super({ + message, + name: 'NotImplError', + $metadata: { + httpStatusCode: 400, + }, + }); this.errorCode = 1009; - this.message = `${this.errorCode} - ${this.message || 'not impl'}`; - Error.captureStackTrace(this, NotImplError); } } @@ -145,17 +196,21 @@ class NotImplError extends Error { * @class FixityError * @description Error code 1010 */ -class FixityError extends Error { - constructor(...args) { - super(...args); - this.name = this.constructor.name; +class FixityError extends ServiceException { + constructor(message) { + super({ + message, + name: 'FixityError', + $metadata: { + httpStatusCode: 400, + }, + }); this.errorCode = 1010; - this.message = `${this.errorCode} - ${this.message || 'unknown fixity error'}`; - Error.captureStackTrace(this, FixityError); } } module.exports = { + M2CException, ConfigurationError, IngestError, AnalysisError, diff --git a/source/layers/core-lib/lib/faceIndexer/defs.js b/source/layers/core-lib/lib/faceIndexer/defs.js new file mode 100644 index 0000000..a6221f8 --- /dev/null +++ b/source/layers/core-lib/lib/faceIndexer/defs.js @@ -0,0 +1,10 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +module.exports = { + Version: 'v4', + Actions: { + Tagging: 'tagging', + Deleting: 'deleting', + }, +}; diff --git a/source/layers/core-lib/lib/faceIndexer/index.js b/source/layers/core-lib/lib/faceIndexer/index.js new file mode 100644 index 0000000..c29caf9 --- /dev/null +++ b/source/layers/core-lib/lib/faceIndexer/index.js @@ -0,0 +1,465 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const CRYPTO = require('node:crypto'); +const { + RekognitionClient, + DeleteFacesCommand, + IndexFacesCommand, + ListFacesCommand, + DescribeCollectionCommand, +} = require('@aws-sdk/client-rekognition'); +const xraysdkHelper = require('../xraysdkHelper'); +const retryStrategyHelper = require('../retryStrategyHelper'); +const { + Solution: { + Metrics: { + CustomUserAgent, + }, + }, + DynamoDB: { + FaceIndexer: { + Table, + PartitionKey, + }, + }, +} = require('../environment'); +const { + M2CException, +} = require('../error'); +const DB = require('../db'); +const ValidationHelper = require('../validationHelper'); +const { + Version, + Actions: { + Tagging, + Deleting, + }, +} = require('./defs'); + +const DEFAULT_FIELDS = [ + 'faceId', + 'uuid', + 'collectionId', + 'externalImageId', + 'celeb', + 'key', + 'timestamp', + 'fullImageKey', +]; +const DETECTION_ATTRIBUTES = [ + 'GENDER', + 'AGE_RANGE', + 'FACE_OCCLUDED', +]; + +// ver:uuid:timestamp +const REGEX_EXTERNAL_IMAGE_ID = new RegExp(`^${Version}:[a-f0-9]{32}:[0-9]+$`); +const REGEX_HEXSTR = /^[a-f0-9]{6,}$/; + +const THRESHOLD_USE_SFN_IMPORT_FACES = 250; +const THRESHOLD_PERCENTAGE = 10; + +async function _runCommand(command) { + const rekognitionClient = xraysdkHelper(new RekognitionClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); + + return rekognitionClient.send(command) + .catch((e) => { + if ((command.input || {}.Image || {}).Bytes !== undefined) { + delete command.input.Image.Bytes; + } + console.error( + 'ERR:', + '_runCommand:', + command.constructor.name, + e.$metadata.httpStatusCode, + e.name, + e.message, + JSON.stringify(command.input) + ); + throw e; + }); +} + +async function _batchDeleteFacesFromCollections(collectionMap) { + const ids = Object.keys(collectionMap); + + let promises = []; + for (let i = 0; i < ids.length; i += 1) { + const id = ids[i]; + const faceIds = collectionMap[id]; + + if (faceIds.length > 0) { + promises.push(_deleteFacesFromCollection(id, faceIds)); + } + + // limit of 5 TPS + if (promises.length > 5) { + await Promise.all(promises); + promises = []; + } + } + + if (promises.length > 0) { + await Promise.all(promises); + } +} + +async function _deleteFacesFromCollection(collectionId, faceIds) { + const command = new DeleteFacesCommand({ + CollectionId: collectionId, + FaceIds: faceIds, + }); + + return _runCommand(command) + .catch(() => + undefined); +} + +class FaceIndexer { + constructor() { + this.$metric = { + facesIndexed: 0, + apiCount: 0, + }; + this.$itemsCached = {}; + } + + get metric() { + return this.$metric; + } + + get facesIndexed() { + return this.metric.facesIndexed; + } + + set facesIndexed(val) { + this.metric.facesIndexed = val; + } + + get apiCount() { + return this.metric.apiCount; + } + + set apiCount(val) { + this.metric.apiCount = val; + } + + get itemsCached() { + return this.$itemsCached; + } + + async indexFaces( + collectionId, + externalImageId, + bytes, + maxFaces = 20 + ) { + const command = new IndexFacesCommand({ + CollectionId: collectionId, + Image: { + Bytes: bytes, + }, + ExternalImageId: externalImageId, + MaxFaces: maxFaces, + QualityFilter: 'HIGH', + DetectionAttributes: DETECTION_ATTRIBUTES, + }); + return _runCommand(command) + .then((res) => { + this.apiCount += 1; + this.facesIndexed += (res.FaceRecords || []).length; + delete res.$metadata; + return res; + }) + .catch(() => + undefined); + } + + async registerFace(faceId, fields) { + const _fields = { + timestamp: Date.now(), + ...fields, + }; + + const db = new DB({ + Table, + PartitionKey, + }); + + return db.update( + faceId, + undefined, + _fields, + false + ).then(() => + _fields); + } + + async batchGet(faceIds, fieldsToGet = []) { + const cached = Object.keys(this.itemsCached); + + let _faceIds = [ + ...new Set(faceIds), + ]; + + _faceIds = faceIds + .filter((id) => + !cached.includes(id)); + + if (_faceIds.length === 0) { + return []; + } + + let _fieldsToGet = DEFAULT_FIELDS; + if (fieldsToGet.length > 0) { + _fieldsToGet = [ + ...new Set(fieldsToGet.concat('faceId')), + ]; + } + + // query from db table + const db = new DB({ + Table, + PartitionKey, + }); + + return db.batchGet(_faceIds, _fieldsToGet) + .then((res) => { + res.forEach((x) => { + this.itemsCached[x.faceId] = x; + }); + return res; + }); + } + + async batchUpdate(items) { + const updateItems = []; + const deleteItems = []; + + for (let i = 0; i < items.length; i += 1) { + const item = items[i]; + if (!item.faceId || !ValidationHelper.validateUuid(item.faceId)) { + throw new M2CException('invalid faceId'); + } + if (item.action === Tagging) { + if (!item.celeb || !ValidationHelper.validateCharacterSet(item.celeb)) { + throw new M2CException('invalid celeb'); + } + updateItems.push({ + faceId: item.faceId, + celeb: item.celeb, + }); + } else if (item.action === Deleting) { + deleteItems.push({ + faceId: item.faceId, + }); + } else { + throw new M2CException('invalid action'); + } + } + + if ((updateItems.length + deleteItems.length) === 0) { + return undefined; + } + + let promises = []; + + const db = new DB({ + Table, + PartitionKey, + }); + + // update db record only if faceId already exists + if (updateItems.length > 0) { + const conditions = updateItems + .map((_) => + 'attribute_exists(faceId) AND (attribute_not_exists(faceId) OR #celeb <> :celeb)'); + + promises.push(db.batchUpdateWithConditions( + updateItems, + conditions + ).then((res) => ({ + updated: res, + }))); + } + + // delete db record only if celeb field not exists + if (deleteItems.length > 0) { + const conditions = deleteItems + .map((_) => + 'attribute_not_exists(celeb)'); + const pKeys = deleteItems + .map((x) => + x.faceId); + promises.push(db.batchDeleteWithConditions( + pKeys, + conditions + ).then((res) => ({ + deleted: res, + }))); + } + + promises = await Promise.all(promises); + + promises = promises + .reduce((a0, c0) => ({ + ...a0, + ...c0, + })); + + // remove faces from face collection as well + if (promises.deleted && promises.deleted.length > 0) { + const facesInCollection = {}; + + promises.deleted + .forEach((item) => { + if (!item.collectionId || !item.faceId) { + return; + } + if (facesInCollection[item.collectionId] === undefined) { + facesInCollection[item.collectionId] = [item.faceId]; + } else { + facesInCollection[item.collectionId].push(item.faceId); + } + }); + + await _batchDeleteFacesFromCollections(facesInCollection); + } + + return promises; + } + + async importFaces(collectionId, token) { + // get face count in collection + let command = new DescribeCollectionCommand({ + CollectionId: collectionId, + }); + + let response = await _runCommand(command) + .catch(() => + undefined); + if (response === undefined) { + return response; + } + + let maxResults = THRESHOLD_USE_SFN_IMPORT_FACES; + if (response.FaceCount > maxResults) { + let diff = response.FaceCount - maxResults; + diff = Math.round((diff / maxResults) * 100); + + if (diff <= THRESHOLD_PERCENTAGE) { + maxResults = response.FaceCount; + } + } + + let nextToken; + // get faces and convert to faceindexer payload + const params = { + CollectionId: collectionId, + MaxResults: maxResults, + }; + if (token) { + params.NextToken = token; + } + + command = new ListFacesCommand(params); + + response = await _runCommand(command) + .then((res) => { + const faces = []; + + res.Faces.forEach((face) => { + const name = FaceIndexer.resolveExternalImageId(face.ExternalImageId); + faces.push({ + collectionId, + faceId: face.FaceId, + externalImageId: face.ExternalImageId, + userId: face.UserId, + timestamp: Date.now(), + celeb: name, + }); + }); + + nextToken = res.NextToken; + return faces; + }); + + // batch write to faceindexer table + const db = new DB({ + Table, + PartitionKey, + }); + + // return {processed, unprocessed, token} + return db.batchWrite(response) + .then((res) => ({ + ...res, + token: nextToken, + })); + } + + lookup(faceId) { + return this.itemsCached[faceId]; + } + + // external image id + static createExternalImageId( + uuid, + timestamp + ) { + const _uuid = uuid.replaceAll('-', ''); + const _timestamp = String(timestamp); + + return [ + Version, + _uuid, + _timestamp, + ].join(':'); + } + + static isExternalImageIdCompatible(id = '') { + return REGEX_EXTERNAL_IMAGE_ID.test(id); + } + + static resolveExternalImageId(id, defaultTo = false) { + if (FaceIndexer.isExternalImageIdCompatible(id)) { + if (typeof defaultTo === 'string') { + return defaultTo; + } + if (defaultTo === true) { + return id; + } + return undefined; + } + + let name = id; + // some verison of m2c may store hex string format for + // unicoded names + if (REGEX_HEXSTR.test(name)) { + name = Buffer.from(name, 'hex') + .toString('utf8'); + } + + // some version of m2c may store ascii name + // in first_last format - Jane_Doe + name = name.replace(/_/g, ' ') + .replace(/\b\w/g, (c) => + c.toUpperCase()); + + return name; + } + + static faceIdToNumber(faceId) { + return CRYPTO.createHash('md5') + .update(faceId) + .digest() + .reduce((a0, c0) => + a0 + c0, 0); + } +} + +module.exports = FaceIndexer; diff --git a/source/layers/core-lib/lib/frameCaptureMode.js b/source/layers/core-lib/lib/frameCaptureMode.js index b0a3a95..7694e3e 100644 --- a/source/layers/core-lib/lib/frameCaptureMode.js +++ b/source/layers/core-lib/lib/frameCaptureMode.js @@ -20,4 +20,5 @@ module.exports = { MODE_1F_EVERY_1MIN: 1011, // 1 frame every minute MODE_1F_EVERY_2MIN: 1012, // 1 frame every 2 minutes MODE_1F_EVERY_5MIN: 1013, // 1 frame every 5 minutes + MODE_DYNAMIC_FPS: 9999, // Dynamic framerate }; diff --git a/source/layers/core-lib/lib/frameCaptureModeHelper.js b/source/layers/core-lib/lib/frameCaptureModeHelper.js index 2645f03..20863c7 100644 --- a/source/layers/core-lib/lib/frameCaptureModeHelper.js +++ b/source/layers/core-lib/lib/frameCaptureModeHelper.js @@ -5,17 +5,17 @@ const FrameCaptureMode = require('./frameCaptureMode'); class FrameCaptureModeHelper { static suggestFrameCaptureRate(srcFramerate, frameCaptureMode) { - if (typeof srcFramerate !== 'number') { + const framerate = Number(srcFramerate); + if (Number.isNaN(framerate)) { return []; } if (Object.values(FrameCaptureMode).indexOf(frameCaptureMode) < 0 || frameCaptureMode === FrameCaptureMode.MODE_NONE) { return []; } - const denominator = (Number.parseInt(srcFramerate, 10) === srcFramerate) - ? 1000 - : 1001; + let numerator; + let denominator; switch (frameCaptureMode) { case FrameCaptureMode.MODE_1FPS: case FrameCaptureMode.MODE_2FPS: @@ -25,39 +25,59 @@ class FrameCaptureModeHelper { case FrameCaptureMode.MODE_10FPS: case FrameCaptureMode.MODE_12FPS: case FrameCaptureMode.MODE_15FPS: - numerator = frameCaptureMode * 1000; + numerator = frameCaptureMode; + denominator = 1; break; case FrameCaptureMode.MODE_ALL: - numerator = srcFramerate * 1000; + numerator = Math.round(framerate); + denominator = (numerator === framerate) + ? 1000 + : 1001; + numerator *= 1000; break; case FrameCaptureMode.MODE_HALF_FPS: - numerator = (srcFramerate * 1000) / 2; + numerator = Math.round(framerate); + denominator = (numerator === framerate) + ? 1000 + : 1001; + numerator *= (1000 / 2); break; case FrameCaptureMode.MODE_1F_EVERY_2S: - numerator = (1 * 1000) / 2; + denominator = 10; + numerator = denominator / 2; break; case FrameCaptureMode.MODE_1F_EVERY_5S: - numerator = (1 * 1000) / 5; + denominator = 10; + numerator = denominator / 5; break; case FrameCaptureMode.MODE_1F_EVERY_10S: - numerator = (1 * 1000) / 10; + denominator = 10; + numerator = denominator / 10; break; case FrameCaptureMode.MODE_1F_EVERY_30S: - numerator = Math.floor((1 * 1000) / 30); + denominator = 30; + numerator = 1; break; case FrameCaptureMode.MODE_1F_EVERY_1MIN: - numerator = Math.floor((1 * 1000) / 60); + denominator = 1 * 60; + numerator = 1; break; case FrameCaptureMode.MODE_1F_EVERY_2MIN: - numerator = Math.floor((1 * 1000) / (60 * 2)); + denominator = 2 * 60; + numerator = 1; break; case FrameCaptureMode.MODE_1F_EVERY_5MIN: - numerator = Math.floor((1 * 1000) / (60 * 5)); + denominator = 5 * 60; + numerator = 1; + break; + case FrameCaptureMode.MODE_DYNAMIC_FPS: + numerator = 1; + denominator = 1; break; default: numerator = 0; } - if (!numerator) { + if (!numerator || !denominator) { return []; } return [ @@ -65,6 +85,20 @@ class FrameCaptureModeHelper { denominator, ]; } + + static computeFrameNumAndTimestamp( + second, + framerate, + frameCapture + ) { + const num = Math.round( + (second * framerate * frameCapture.denominator) / frameCapture.numerator + ); + return [ + num, + Math.round((num * 1000) / framerate), + ]; + } } module.exports = FrameCaptureModeHelper; diff --git a/source/layers/core-lib/lib/graphDefs.js b/source/layers/core-lib/lib/graphDefs.js new file mode 100644 index 0000000..4fd482e --- /dev/null +++ b/source/layers/core-lib/lib/graphDefs.js @@ -0,0 +1,23 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +module.exports = { + Vertices: { + Asset: 'asset', + Group: 'group', + Attribute: 'attrib', + Checksum: 'chksum', + Celeb: 'celeb', + Label: 'label', + Keyword: 'keyword', + }, + Edges: { + BelongTo: 'belong_to', + HasAttribute: 'has_attrib', + HasChecksum: 'has_chksum', + HasCeleb: 'has_celeb', + HasLabel: 'has_label', + HasModerationLabel: 'has_moderationlabel', + HasKeyword: 'has_keyword', + }, +}; diff --git a/source/layers/core-lib/lib/iabTaxonomyV3.js b/source/layers/core-lib/lib/iabTaxonomyV3.js new file mode 100644 index 0000000..2455a87 --- /dev/null +++ b/source/layers/core-lib/lib/iabTaxonomyV3.js @@ -0,0 +1,6334 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const IABTaxonomy = [ + { + UniqueID: '150', + Parent: '150', + Name: 'Attractions', + Tier1: 'Attractions', + Tier2: '', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '151', + Parent: '150', + Name: 'Amusement and Theme Parks', + Tier1: 'Attractions', + Tier2: 'Amusement and Theme Parks', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '179', + Parent: '150', + Name: 'Bars & Restaurants', + Tier1: 'Attractions', + Tier2: 'Bars & Restaurants', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '181', + Parent: '150', + Name: 'Casinos & Gambling', + Tier1: 'Attractions', + Tier2: 'Casinos & Gambling', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '153', + Parent: '150', + Name: 'Historic Site and Landmark Tours', + Tier1: 'Attractions', + Tier2: 'Historic Site and Landmark Tours', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '154', + Parent: '150', + Name: 'Malls & Shopping Centers', + Tier1: 'Attractions', + Tier2: 'Malls & Shopping Centers', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '155', + Parent: '150', + Name: 'Museums & Galleries', + Tier1: 'Attractions', + Tier2: 'Museums & Galleries', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '158', + Parent: '150', + Name: 'Nightclubs', + Tier1: 'Attractions', + Tier2: 'Nightclubs', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '159', + Parent: '150', + Name: 'Outdoor Attractions', + Tier1: 'Attractions', + Tier2: 'Outdoor Activities', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '160', + Parent: '150', + Name: 'Parks', + Tier1: 'Attractions', + Tier2: 'Parks & Nature', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '177', + Parent: '150', + Name: 'Theater Venues', + Tier1: 'Attractions', + Tier2: 'Theater Venues', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '178', + Parent: '150', + Name: 'Zoos & Aquariums', + Tier1: 'Attractions', + Tier2: 'Zoos & Aquariums', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '1', + Parent: '', + Name: 'Automotive', + Tier1: 'Automotive', + Tier2: '', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '2', + Parent: '1', + Name: 'Auto Body Styles', + Tier1: 'Automotive', + Tier2: 'Auto Body Styles', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '3', + Parent: '2', + Name: 'Commercial Trucks', + Tier1: 'Automotive', + Tier2: 'Auto Body Styles', + Tier3: 'Commercial Trucks', + Tier4: '', + }, + { + UniqueID: '8', + Parent: '2', + Name: 'Convertible', + Tier1: 'Automotive', + Tier2: 'Auto Body Styles', + Tier3: 'Convertible', + Tier4: '', + }, + { + UniqueID: '9', + Parent: '2', + Name: 'Coupe', + Tier1: 'Automotive', + Tier2: 'Auto Body Styles', + Tier3: 'Coupe', + Tier4: '', + }, + { + UniqueID: '10', + Parent: '2', + Name: 'Crossover', + Tier1: 'Automotive', + Tier2: 'Auto Body Styles', + Tier3: 'Crossover', + Tier4: '', + }, + { + UniqueID: '11', + Parent: '2', + Name: 'Hatchback', + Tier1: 'Automotive', + Tier2: 'Auto Body Styles', + Tier3: 'Hatchback', + Tier4: '', + }, + { + UniqueID: '12', + Parent: '2', + Name: 'Microcar', + Tier1: 'Automotive', + Tier2: 'Auto Body Styles', + Tier3: 'Microcar', + Tier4: '', + }, + { + UniqueID: '13', + Parent: '2', + Name: 'Minivan', + Tier1: 'Automotive', + Tier2: 'Auto Body Styles', + Tier3: 'Minivan', + Tier4: '', + }, + { + UniqueID: '14', + Parent: '2', + Name: 'Off-Road Vehicles', + Tier1: 'Automotive', + Tier2: 'Auto Body Styles', + Tier3: 'Off-Road Vehicles', + Tier4: '', + }, + { + UniqueID: '15', + Parent: '2', + Name: 'Pickup Trucks', + Tier1: 'Automotive', + Tier2: 'Auto Body Styles', + Tier3: 'Pickup Trucks', + Tier4: '', + }, + { + UniqueID: '4', + Parent: '2', + Name: 'Sedan', + Tier1: 'Automotive', + Tier2: 'Auto Body Styles', + Tier3: 'Sedan', + Tier4: '', + }, + { + UniqueID: '5', + Parent: '2', + Name: 'Station Wagon', + Tier1: 'Automotive', + Tier2: 'Auto Body Styles', + Tier3: 'Station Wagon', + Tier4: '', + }, + { + UniqueID: '6', + Parent: '2', + Name: 'SUV', + Tier1: 'Automotive', + Tier2: 'Auto Body Styles', + Tier3: 'SUV', + Tier4: '', + }, + { + UniqueID: '7', + Parent: '2', + Name: 'Van', + Tier1: 'Automotive', + Tier2: 'Auto Body Styles', + Tier3: 'Van', + Tier4: '', + }, + { + UniqueID: '30', + Parent: '1', + Name: 'Auto Buying and Selling', + Tier1: 'Automotive', + Tier2: 'Auto Buying and Selling', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '31', + Parent: '1', + Name: 'Auto Insurance', + Tier1: 'Automotive', + Tier2: 'Auto Insurance', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '32', + Parent: '1', + Name: 'Auto Parts', + Tier1: 'Automotive', + Tier2: 'Auto Parts', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '33', + Parent: '1', + Name: 'Auto Recalls', + Tier1: 'Automotive', + Tier2: 'Auto Recalls', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '41', + Parent: '1', + Name: 'Auto Rentals', + Tier1: 'Automotive', + Tier2: 'Auto Rentals', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '34', + Parent: '1', + Name: 'Auto Repair', + Tier1: 'Automotive', + Tier2: 'Auto Repair', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '35', + Parent: '1', + Name: 'Auto Safety', + Tier1: 'Automotive', + Tier2: 'Auto Safety', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '36', + Parent: '1', + Name: 'Auto Shows', + Tier1: 'Automotive', + Tier2: 'Auto Shows', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '37', + Parent: '1', + Name: 'Auto Technology', + Tier1: 'Automotive', + Tier2: 'Auto Technology', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '38', + Parent: '37', + Name: 'Auto Infotainment Technologies', + Tier1: 'Automotive', + Tier2: 'Auto Technology', + Tier3: 'Auto Infotainment Technologies', + Tier4: '', + }, + { + UniqueID: '39', + Parent: '37', + Name: 'Auto Navigation Systems', + Tier1: 'Automotive', + Tier2: 'Auto Technology', + Tier3: 'Auto Navigation Systems', + Tier4: '', + }, + { + UniqueID: '40', + Parent: '37', + Name: 'Auto Safety Technologies', + Tier1: 'Automotive', + Tier2: 'Auto Technology', + Tier3: 'Auto Safety Technologies', + Tier4: '', + }, + { + UniqueID: '16', + Parent: '1', + Name: 'Auto Type', + Tier1: 'Automotive', + Tier2: 'Auto Type', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '17', + Parent: '16', + Name: 'Budget Cars', + Tier1: 'Automotive', + Tier2: 'Auto Type', + Tier3: 'Budget Cars', + Tier4: '', + }, + { + UniqueID: '18', + Parent: '16', + Name: 'Certified Pre-Owned Cars', + Tier1: 'Automotive', + Tier2: 'Auto Type', + Tier3: 'Certified Pre-Owned Cars', + Tier4: '', + }, + { + UniqueID: '19', + Parent: '16', + Name: 'Classic Cars', + Tier1: 'Automotive', + Tier2: 'Auto Type', + Tier3: 'Classic Cars', + Tier4: '', + }, + { + UniqueID: '20', + Parent: '16', + Name: 'Concept Cars', + Tier1: 'Automotive', + Tier2: 'Auto Type', + Tier3: 'Concept Cars', + Tier4: '', + }, + { + UniqueID: '21', + Parent: '16', + Name: 'Driverless Cars', + Tier1: 'Automotive', + Tier2: 'Auto Type', + Tier3: 'Driverless Cars', + Tier4: '', + }, + { + UniqueID: '22', + Parent: '16', + Name: 'Green Vehicles', + Tier1: 'Automotive', + Tier2: 'Auto Type', + Tier3: 'Green Vehicles', + Tier4: '', + }, + { + UniqueID: '23', + Parent: '16', + Name: 'Luxury Cars', + Tier1: 'Automotive', + Tier2: 'Auto Type', + Tier3: 'Luxury Cars', + Tier4: '', + }, + { + UniqueID: '24', + Parent: '16', + Name: 'Performance Cars', + Tier1: 'Automotive', + Tier2: 'Auto Type', + Tier3: 'Performance Cars', + Tier4: '', + }, + { + UniqueID: '25', + Parent: '1', + Name: 'Car Culture', + Tier1: 'Automotive', + Tier2: 'Car Culture', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '26', + Parent: '1', + Name: 'Dash Cam Videos', + Tier1: 'Automotive', + Tier2: 'Dash Cam Videos', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '27', + Parent: '1', + Name: 'Motorcycles', + Tier1: 'Automotive', + Tier2: 'Motorcycles', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '28', + Parent: '1', + Name: 'Road-Side Assistance', + Tier1: 'Automotive', + Tier2: 'Road-Side Assistance', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '29', + Parent: '1', + Name: 'Scooters', + Tier1: 'Automotive', + Tier2: 'Scooters', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '42', + Parent: '', + Name: 'Books and Literature', + Tier1: 'Books and Literature', + Tier2: '', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '43', + Parent: '42', + Name: 'Art and Photography', + Tier1: 'Books and Literature', + Tier2: 'Art and Photography', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '46', + Parent: '42', + Name: 'Comics and Graphic Novels', + Tier1: 'Books and Literature', + Tier2: 'Comics and Graphic Novels', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '48', + Parent: '42', + Name: 'Fiction', + Tier1: 'Books and Literature', + Tier2: 'Fiction', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '49', + Parent: '42', + Name: 'Poetry', + Tier1: 'Books and Literature', + Tier2: 'Poetry', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '52', + Parent: '', + Name: 'Business and Finance', + Tier1: 'Business and Finance', + Tier2: '', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '53', + Parent: '52', + Name: 'Business', + Tier1: 'Business and Finance', + Tier2: 'Business', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '54', + Parent: '53', + Name: 'Business Accounting & Finance', + Tier1: 'Business and Finance', + Tier2: 'Business', + Tier3: 'Business Accounting & Finance', + Tier4: '', + }, + { + UniqueID: '62', + Parent: '53', + Name: 'Business Administration', + Tier1: 'Business and Finance', + Tier2: 'Business', + Tier3: 'Business Administration', + Tier4: '', + }, + { + UniqueID: '63', + Parent: '53', + Name: 'Business Banking & Finance', + Tier1: 'Business and Finance', + Tier2: 'Business', + Tier3: 'Business Banking & Finance', + Tier4: '', + }, + { + UniqueID: '64', + Parent: '63', + Name: 'Angel Investment', + Tier1: 'Business and Finance', + Tier2: 'Business', + Tier3: 'Business Banking & Finance', + Tier4: 'Angel Investment', + }, + { + UniqueID: '65', + Parent: '63', + Name: 'Bankruptcy', + Tier1: 'Business and Finance', + Tier2: 'Business', + Tier3: 'Business Banking & Finance', + Tier4: 'Bankruptcy', + }, + { + UniqueID: '66', + Parent: '63', + Name: 'Business Loans', + Tier1: 'Business and Finance', + Tier2: 'Business', + Tier3: 'Business Banking & Finance', + Tier4: 'Business Loans', + }, + { + UniqueID: '67', + Parent: '63', + Name: 'Debt Factoring & Invoice Discounting', + Tier1: 'Business and Finance', + Tier2: 'Business', + Tier3: 'Business Banking & Finance', + Tier4: 'Debt Factoring & Invoice Discounting', + }, + { + UniqueID: '68', + Parent: '63', + Name: 'Mergers and Acquisitions', + Tier1: 'Business and Finance', + Tier2: 'Business', + Tier3: 'Business Banking & Finance', + Tier4: 'Mergers and Acquisitions', + }, + { + UniqueID: '69', + Parent: '63', + Name: 'Private Equity', + Tier1: 'Business and Finance', + Tier2: 'Business', + Tier3: 'Business Banking & Finance', + Tier4: 'Private Equity', + }, + { + UniqueID: '70', + Parent: '63', + Name: 'Sale & Lease Back', + Tier1: 'Business and Finance', + 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UniqueID: '319', + Parent: '286', + Name: 'Medical Tests', + Tier1: 'Medical Health', + Tier2: 'Medical Tests', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '320', + Parent: '286', + Name: 'Pharmaceutical Drugs', + Tier1: 'Medical Health', + Tier2: 'Pharmaceutical Drugs', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '321', + Parent: '286', + Name: 'Surgery', + Tier1: 'Medical Health', + Tier2: 'Surgery', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '322', + Parent: '286', + Name: 'Vaccines', + Tier1: 'Medical Health', + Tier2: 'Vaccines', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '342', + Parent: '338', + Name: 'Adult Album Alternative', + Tier1: 'Music', + Tier2: 'Adult Album Alternative', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '339', + Parent: '338', + Name: 'Adult Contemporary Music', + Tier1: 'Music', + Tier2: 'Adult Contemporary Music', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '340', + Parent: '339', + Name: 'Soft AC Music', + Tier1: 'Music', + Tier2: 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Tier3: 'Government Support and Welfare', + Tier4: '', + }, + { + UniqueID: '395', + Parent: '393', + Name: 'Student Financial Aid', + Tier1: 'Personal Finance', + Tier2: 'Financial Assistance', + Tier3: 'Student Financial Aid', + Tier4: '', + }, + { + UniqueID: '396', + Parent: '391', + Name: 'Financial Planning', + Tier1: 'Personal Finance', + Tier2: 'Financial Planning', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '397', + Parent: '391', + Name: 'Frugal Living', + Tier1: 'Personal Finance', + Tier2: 'Frugal Living', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '417', + Parent: '391', + Name: 'Home Utilities', + Tier1: 'Personal Finance', + Tier2: 'Home Utilities', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '418', + Parent: '417', + Name: 'Gas and Electric', + Tier1: 'Personal Finance', + Tier2: 'Home Utilities', + Tier3: 'Gas and Electric', + Tier4: '', + }, + { + UniqueID: '419', + Parent: '417', + Name: 'Internet Service Providers', + Tier1: 'Personal Finance', + Tier2: 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Tier4: '', + }, + { + UniqueID: '408', + Parent: '405', + Name: 'Personal Loans', + Tier1: 'Personal Finance', + Tier2: 'Personal Debt', + Tier3: 'Personal Loans', + Tier4: '', + }, + { + UniqueID: '409', + Parent: '405', + Name: 'Student Loans', + Tier1: 'Personal Finance', + Tier2: 'Personal Debt', + Tier3: 'Student Loans', + Tier4: '', + }, + { + UniqueID: '410', + Parent: '391', + Name: 'Personal Investing', + Tier1: 'Personal Finance', + Tier2: 'Personal Investing', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '411', + Parent: '410', + Name: 'Hedge Funds', + Tier1: 'Personal Finance', + Tier2: 'Personal Investing', + Tier3: 'Hedge Funds', + Tier4: '', + }, + { + UniqueID: '412', + Parent: '410', + Name: 'Mutual Funds', + Tier1: 'Personal Finance', + Tier2: 'Personal Investing', + Tier3: 'Mutual Funds', + Tier4: '', + }, + { + UniqueID: '413', + Parent: '410', + Name: 'Options', + Tier1: 'Personal Finance', + Tier2: 'Personal Investing', + Tier3: 'Options', + Tier4: '', + }, + { 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Tier4: '', + }, + { + UniqueID: '442', + Parent: '441', + Name: 'Apartments', + Tier1: 'Real Estate', + Tier2: 'Apartments', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '445', + Parent: '441', + Name: 'Developmental Sites', + Tier1: 'Real Estate', + Tier2: 'Developmental Sites', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '446', + Parent: '441', + Name: 'Hotel Properties', + Tier1: 'Real Estate', + Tier2: 'Hotel Properties', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '447', + Parent: '441', + Name: 'Houses', + Tier1: 'Real Estate', + Tier2: 'Houses', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '448', + Parent: '441', + Name: 'Industrial Property', + Tier1: 'Real Estate', + Tier2: 'Industrial Property', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '449', + Parent: '441', + Name: 'Land and Farms', + Tier1: 'Real Estate', + Tier2: 'Land and Farms', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '450', + Parent: '441', + Name: 'Office Property', + Tier1: 'Real Estate', + 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'Men\'s Clothing', + Tier4: 'Men\'s Outerwear', + }, + { + UniqueID: '587', + Parent: '582', + Name: 'Men\'s Sportswear', + Tier1: 'Style & Fashion', + Tier2: 'Men\'s Fashion', + Tier3: 'Men\'s Clothing', + Tier4: 'Men\'s Sportswear', + }, + { + UniqueID: '588', + Parent: '582', + Name: 'Men\'s Underwear and Sleepwear', + Tier1: 'Style & Fashion', + Tier2: 'Men\'s Fashion', + Tier3: 'Men\'s Clothing', + Tier4: 'Men\'s Underwear and Sleepwear', + }, + { + UniqueID: '589', + Parent: '579', + Name: 'Men\'s Shoes and Footwear', + Tier1: 'Style & Fashion', + Tier2: 'Men\'s Fashion', + Tier3: 'Men\'s Shoes and Footwear', + Tier4: '', + }, + { + UniqueID: '590', + Parent: '552', + Name: 'Personal Care', + Tier1: 'Style & Fashion', + Tier2: 'Personal Care', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '591', + Parent: '590', + Name: 'Bath and Shower', + Tier1: 'Style & Fashion', + Tier2: 'Personal Care', + Tier3: 'Bath and Shower', + Tier4: '', + }, + { + UniqueID: '592', + Parent: '590', + Name: 'Deodorant and Antiperspirant', + Tier1: 'Style & Fashion', + Tier2: 'Personal Care', + Tier3: 'Deodorant and Antiperspirant', + Tier4: '', + }, + { + UniqueID: '593', + Parent: '590', + Name: 'Oral care', + Tier1: 'Style & Fashion', + Tier2: 'Personal Care', + Tier3: 'Oral care', + Tier4: '', + }, + { + UniqueID: '594', + Parent: '590', + Name: 'Shaving', + Tier1: 'Style & Fashion', + Tier2: 'Personal Care', + Tier3: 'Shaving', + Tier4: '', + }, + { + UniqueID: '595', + Parent: '552', + Name: 'Street Style', + Tier1: 'Style & Fashion', + Tier2: 'Street Style', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '560', + Parent: '552', + Name: 'Women\'s Fashion', + Tier1: 'Style & Fashion', + Tier2: 'Women\'s Fashion', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '561', + Parent: '560', + Name: 'Women\'s Accessories', + Tier1: 'Style & Fashion', + Tier2: 'Women\'s Fashion', + Tier3: 'Women\'s Accessories', + Tier4: '', + }, + { + UniqueID: '562', + Parent: '561', + Name: 'Women\'s Glasses', + Tier1: 'Style & Fashion', + Tier2: 'Women\'s Fashion', + Tier3: 'Women\'s Accessories', + Tier4: 'Women\'s Glasses', + }, + { + UniqueID: '563', + Parent: '561', + Name: 'Women\'s Handbags and Wallets', + Tier1: 'Style & Fashion', + Tier2: 'Women\'s Fashion', + Tier3: 'Women\'s Accessories', + Tier4: 'Women\'s Handbags and Wallets', + }, + { + UniqueID: '564', + Parent: '561', + Name: 'Women\'s Hats and Scarves', + Tier1: 'Style & Fashion', + Tier2: 'Women\'s Fashion', + Tier3: 'Women\'s Accessories', + Tier4: 'Women\'s Hats and Scarves', + }, + { + UniqueID: '565', + Parent: '561', + Name: 'Women\'s Jewelry and Watches', + Tier1: 'Style & Fashion', + Tier2: 'Women\'s Fashion', + Tier3: 'Women\'s Accessories', + Tier4: 'Women\'s Jewelry and Watches', + }, + { + UniqueID: '566', + Parent: '560', + Name: 'Women\'s Clothing', + Tier1: 'Style & Fashion', + Tier2: 'Women\'s Fashion', + Tier3: 'Women\'s Clothing', + Tier4: '', + }, + { + UniqueID: '567', + Parent: '566', + Name: 'Women\'s Business Wear', + Tier1: 'Style & Fashion', + Tier2: 'Women\'s Fashion', + Tier3: 'Women\'s Clothing', + Tier4: 'Women\'s Business Wear', + }, + { + UniqueID: '568', + Parent: '566', + Name: 'Women\'s Casual Wear', + Tier1: 'Style & Fashion', + Tier2: 'Women\'s Fashion', + Tier3: 'Women\'s Clothing', + Tier4: 'Women\'s Casual Wear', + }, + { + UniqueID: '569', + Parent: '566', + Name: 'Women\'s Formal Wear', + Tier1: 'Style & Fashion', + Tier2: 'Women\'s Fashion', + Tier3: 'Women\'s Clothing', + Tier4: 'Women\'s Formal Wear', + }, + { + UniqueID: '570', + Parent: '566', + Name: 'Women\'s Intimates and Sleepwear', + Tier1: 'Style & Fashion', + Tier2: 'Women\'s Fashion', + Tier3: 'Women\'s Clothing', + Tier4: 'Women\'s Intimates and Sleepwear', + }, + { + UniqueID: '571', + Parent: '566', + Name: 'Women\'s Outerwear', + Tier1: 'Style & Fashion', + Tier2: 'Women\'s Fashion', + Tier3: 'Women\'s Clothing', + Tier4: 'Women\'s Outerwear', + }, + { + UniqueID: '572', + Parent: '566', + Name: 'Women\'s Sportswear', + Tier1: 'Style & Fashion', + Tier2: 'Women\'s Fashion', + Tier3: 'Women\'s Clothing', + Tier4: 'Women\'s Sportswear', + }, + { + UniqueID: '573', + Parent: '560', + Name: 'Women\'s Shoes and Footwear', + Tier1: 'Style & Fashion', + Tier2: 'Women\'s Fashion', + Tier3: 'Women\'s Shoes and Footwear', + Tier4: '', + }, + { + UniqueID: '596', + Parent: '', + Name: 'Technology & Computing', + Tier1: 'Technology & Computing', + Tier2: '', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '597', + Parent: '596', + Name: 'Artificial Intelligence', + Tier1: 'Technology & Computing', + Tier2: 'Artificial Intelligence', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '598', + Parent: '596', + Name: 'Augmented Reality', + Tier1: 'Technology & Computing', + Tier2: 'Augmented Reality', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '599', + Parent: '596', + Name: 'Computing', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '600', + Parent: '599', + Name: 'Computer Networking', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Computer Networking', + Tier4: '', + }, + { + UniqueID: '601', + Parent: '599', + Name: 'Computer Peripherals', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Computer Peripherals', + Tier4: '', + }, + { + UniqueID: '602', + Parent: '599', + Name: 'Software and Applications', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Computer Software and Applications', + Tier4: '', + }, + { + UniqueID: '603', + Parent: '602', + Name: '3-D Graphics', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Computer Software and Applications', + Tier4: '3-D Graphics', + }, + { + UniqueID: '608', + Parent: '602', + Name: 'Antivirus Software', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Computer Software and Applications', + Tier4: 'Antivirus Software', + }, + { + UniqueID: '609', + Parent: '602', + Name: 'Browsers', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Computer Software and Applications', + Tier4: 'Browsers', + }, + { + UniqueID: '610', + Parent: '602', + Name: 'Computer Animation', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Computer Software and Applications', + Tier4: 'Computer Animation', + }, + { + UniqueID: '611', + Parent: '602', + Name: 'Databases', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Computer Software and Applications', + Tier4: 'Databases', + }, + { + UniqueID: '612', + Parent: '602', + Name: 'Desktop Publishing', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Computer Software and Applications', + Tier4: 'Desktop Publishing', + }, + { + UniqueID: '613', + Parent: '602', + Name: 'Digital Audio', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Computer Software and Applications', + Tier4: 'Digital Audio', + }, + { + UniqueID: '614', + Parent: '602', + Name: 'Graphics Software', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Computer Software and Applications', + Tier4: 'Graphics Software', + }, + { + UniqueID: '615', + Parent: '602', + Name: 'Operating Systems', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Computer Software and Applications', + Tier4: 'Operating Systems', + }, + { + UniqueID: '604', + Parent: '602', + Name: 'Photo Editing Software', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Computer Software and Applications', + Tier4: 'Photo Editing Software', + }, + { + UniqueID: '605', + Parent: '602', + Name: 'Shareware and Freeware', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Computer Software and Applications', + Tier4: 'Shareware and Freeware', + }, + { + UniqueID: '606', + Parent: '602', + Name: 'Video Software', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Computer Software and Applications', + Tier4: 'Video Software', + }, + { + UniqueID: '607', + Parent: '602', + Name: 'Web Conferencing', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Computer Software and Applications', + Tier4: 'Web Conferencing', + }, + { + UniqueID: '616', + Parent: '599', + Name: 'Data Storage and Warehousing', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Data Storage and Warehousing', + Tier4: '', + }, + { + UniqueID: '617', + Parent: '599', + Name: 'Desktops', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Desktops', + Tier4: '', + }, + { + UniqueID: '618', + Parent: '599', + Name: 'Information and Network Security', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Information and Network Security', + Tier4: '', + }, + { + UniqueID: '619', + Parent: '599', + Name: 'Internet', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Internet', + Tier4: '', + }, + { + UniqueID: '620', + Parent: '619', + Name: 'Cloud Computing', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Internet', + Tier4: 'Cloud Computing', + }, + { + UniqueID: '623', + Parent: '619', + Name: 'Email', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Internet', + Tier4: 'Email', + }, + { + UniqueID: '624', + Parent: '619', + Name: 'Internet for Beginners', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Internet', + Tier4: 'Internet for Beginners', + }, + { + UniqueID: '625', + Parent: '619', + Name: 'Internet of Things', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Internet', + Tier4: 'Internet of Things', + }, + { + UniqueID: '626', + Parent: '619', + Name: 'IT and Internet Support', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Internet', + Tier4: 'IT and Internet Support', + }, + { + UniqueID: '627', + Parent: '619', + Name: 'Search', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Internet', + Tier4: 'Search', + }, + { + UniqueID: '628', + Parent: '619', + Name: 'Social Networking', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Internet', + Tier4: 'Social Networking', + }, + { + UniqueID: '629', + Parent: '619', + Name: 'Web Design and HTML', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Internet', + Tier4: 'Web Design and HTML', + }, + { + UniqueID: '621', + Parent: '619', + Name: 'Web Development', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Internet', + Tier4: 'Web Development', + }, + { + UniqueID: '622', + Parent: '619', + Name: 'Web Hosting', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Internet', + Tier4: 'Web Hosting', + }, + { + UniqueID: '630', + Parent: '599', + Name: 'Laptops', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Laptops', + Tier4: '', + }, + { + UniqueID: '631', + Parent: '599', + Name: 'Programming Languages', + Tier1: 'Technology & Computing', + Tier2: 'Computing', + Tier3: 'Programming Languages', + Tier4: '', + }, + { + UniqueID: '632', + Parent: '596', + Name: 'Consumer Electronics', + Tier1: 'Technology & Computing', + Tier2: 'Consumer Electronics', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '633', + Parent: '632', + Name: 'Cameras and Camcorders', + Tier1: 'Technology & Computing', + Tier2: 'Consumer Electronics', + Tier3: 'Cameras and Camcorders', + Tier4: '', + }, + { + UniqueID: '634', + Parent: '632', + Name: 'Home Entertainment Systems', + Tier1: 'Technology & Computing', + Tier2: 'Consumer Electronics', + Tier3: 'Home Entertainment Systems', + Tier4: '', + }, + { + UniqueID: '635', + Parent: '632', + Name: 'Smartphones', + Tier1: 'Technology & Computing', + Tier2: 'Consumer Electronics', + Tier3: 'Smartphones', + Tier4: '', + }, + { + UniqueID: '636', + Parent: '632', + Name: 'Tablets and E-readers', + Tier1: 'Technology & Computing', + Tier2: 'Consumer Electronics', + Tier3: 'Tablets and E-readers', + Tier4: '', + }, + { + UniqueID: '637', + Parent: '632', + Name: 'Wearable Technology', + Tier1: 'Technology & Computing', + Tier2: 'Consumer Electronics', + Tier3: 'Wearable Technology', + Tier4: '', + }, + { + UniqueID: '638', + Parent: '596', + Name: 'Robotics', + Tier1: 'Technology & Computing', + Tier2: 'Robotics', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '639', + Parent: '596', + Name: 'Virtual Reality', + Tier1: 'Technology & Computing', + Tier2: 'Virtual Reality', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '653', + Parent: '', + Name: 'Travel', + Tier1: 'Travel', + Tier2: '', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '654', + Parent: '653', + Name: 'Travel Accessories', + Tier1: 'Travel', + Tier2: 'Travel Accessories', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '655', + Parent: '653', + Name: 'Travel Locations', + Tier1: 'Travel', + Tier2: 'Travel Locations', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '656', + Parent: '655', + Name: 'Africa Travel', + Tier1: 'Travel', + Tier2: 'Travel Locations', + Tier3: 'Africa Travel', + Tier4: '', + }, + { + UniqueID: '657', + Parent: '655', + Name: 'Asia Travel', + Tier1: 'Travel', + Tier2: 'Travel Locations', + Tier3: 'Asia Travel', + Tier4: '', + }, + { + UniqueID: '658', + Parent: '655', + Name: 'Australia and Oceania Travel', + Tier1: 'Travel', + Tier2: 'Travel Locations', + Tier3: 'Australia and Oceania Travel', + Tier4: '', + }, + { + UniqueID: '659', + Parent: '655', + Name: 'Europe Travel', + Tier1: 'Travel', + Tier2: 'Travel Locations', + Tier3: 'Europe Travel', + Tier4: '', + }, + { + UniqueID: '660', + Parent: '655', + Name: 'North America Travel', + Tier1: 'Travel', + Tier2: 'Travel Locations', + Tier3: 'North America Travel', + Tier4: '', + }, + { + UniqueID: '661', + Parent: '655', + Name: 'Polar Travel', + Tier1: 'Travel', + Tier2: 'Travel Locations', + Tier3: 'Polar Travel', + Tier4: '', + }, + { + UniqueID: '662', + Parent: '655', + Name: 'South America Travel', + Tier1: 'Travel', + Tier2: 'Travel Locations', + Tier3: 'South America Travel', + Tier4: '', + }, + { + UniqueID: '663', + Parent: '653', + Name: 'Travel Preparation and Advice', + Tier1: 'Travel', + Tier2: 'Travel Preparation and Advice', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '664', + Parent: '653', + Name: 'Travel Type', + Tier1: 'Travel', + Tier2: 'Travel Type', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '665', + Parent: '664', + Name: 'Adventure Travel', + Tier1: 'Travel', + Tier2: 'Travel Type', + Tier3: 'Adventure Travel', + Tier4: '', + }, + { + UniqueID: '672', + Parent: '664', + Name: 'Air Travel', + Tier1: 'Travel', + Tier2: 'Travel Type', + Tier3: 'Air Travel', + Tier4: '', + }, + { + UniqueID: '673', + Parent: '664', + Name: 'Beach Travel', + Tier1: 'Travel', + Tier2: 'Travel Type', + Tier3: 'Beach Travel', + Tier4: '', + }, + { + UniqueID: '674', + Parent: '664', + Name: 'Bed & Breakfasts', + Tier1: 'Travel', + Tier2: 'Travel Type', + Tier3: 'Bed & Breakfasts', + Tier4: '', + }, + { + UniqueID: '675', + Parent: '664', + Name: 'Budget Travel', + Tier1: 'Travel', + Tier2: 'Travel Type', + Tier3: 'Budget Travel', + Tier4: '', + }, + { + UniqueID: '676', + Parent: '664', + Name: 'Business Travel', + Tier1: 'Travel', + Tier2: 'Travel Type', + Tier3: 'Business Travel', + Tier4: '', + }, + { + UniqueID: '677', + Parent: '664', + Name: 'Camping', + Tier1: 'Travel', + Tier2: 'Travel Type', + Tier3: 'Camping', + Tier4: '', + }, + { + UniqueID: '678', + Parent: '664', + Name: 'Cruises', + Tier1: 'Travel', + Tier2: 'Travel Type', + Tier3: 'Cruises', + Tier4: '', + }, + { + UniqueID: '679', + Parent: '664', + Name: 'Day Trips', + Tier1: 'Travel', + Tier2: 'Travel Type', + Tier3: 'Day Trips', + Tier4: '', + }, + { + UniqueID: '666', + Parent: '664', + Name: 'Family Travel', + Tier1: 'Travel', + Tier2: 'Travel Type', + Tier3: 'Family Travel', + Tier4: '', + }, + { + UniqueID: '667', + Parent: '664', + Name: 'Honeymoons and Getaways', + Tier1: 'Travel', + Tier2: 'Travel Type', + Tier3: 'Honeymoons and Getaways', + Tier4: '', + }, + { + UniqueID: '668', + Parent: '664', + Name: 'Hotels and Motels', + Tier1: 'Travel', + Tier2: 'Travel Type', + Tier3: 'Hotels and Motels', + Tier4: '', + }, + { + UniqueID: '669', + Parent: '664', + Name: 'Rail Travel', + Tier1: 'Travel', + Tier2: 'Travel Type', + Tier3: 'Rail Travel', + Tier4: '', + }, + { + UniqueID: '670', + Parent: '664', + Name: 'Road Trips', + Tier1: 'Travel', + Tier2: 'Travel Type', + Tier3: 'Road Trips', + Tier4: '', + }, + { + UniqueID: '671', + Parent: '664', + Name: 'Spas', + Tier1: 'Travel', + Tier2: 'Travel Type', + Tier3: 'Spas', + Tier4: '', + }, + { + UniqueID: '680', + Parent: '', + Name: 'Video Gaming', + Tier1: 'Video Gaming', + Tier2: '', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '681', + Parent: '680', + Name: 'Console Games', + Tier1: 'Video Gaming', + Tier2: 'Console Games', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '682', + Parent: '680', + Name: 'eSports', + Tier1: 'Video Gaming', + Tier2: 'eSports', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '683', + Parent: '680', + Name: 'Mobile Games', + Tier1: 'Video Gaming', + Tier2: 'Mobile Games', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '684', + Parent: '680', + Name: 'PC Games', + Tier1: 'Video Gaming', + Tier2: 'PC Games', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '685', + Parent: '680', + Name: 'Video Game Genres', + Tier1: 'Video Gaming', + Tier2: 'Video Game Genres', + Tier3: '', + Tier4: '', + }, + { + UniqueID: '686', + Parent: '685', + Name: 'Action Video Games', + Tier1: 'Video Gaming', + Tier2: 'Video Game Genres', + Tier3: 'Action Video Games', + Tier4: '', + }, + { + UniqueID: '691', + Parent: '685', + Name: 'Action-Adventure Video Games', + Tier1: 'Video Gaming', + Tier2: 'Video Game Genres', + Tier3: 'Action-Adventure Video Games', + Tier4: '', + }, + { + UniqueID: 'MQ2XML', + Parent: '685', + Name: 'Adult Video Games', + Tier1: 'Video Gaming', + Tier2: 'Video Game Genres', + Tier3: 'Adult Video Games', + Tier4: '', + }, + { + UniqueID: '692', + Parent: '685', + Name: 'Adventure Video Games', + Tier1: 'Video Gaming', + Tier2: 'Video Game Genres', + Tier3: 'Adventure Video Games', + Tier4: '', + }, + { + UniqueID: 'ZJG29S', + Parent: '685', + Name: 'Casino and Gambling Video Games', + Tier1: 'Video Gaming', + Tier2: 'Video Game Genres', + Tier3: 'Casino and Gambling Video Games', + Tier4: '', + }, + { + UniqueID: '693', + Parent: '685', + Name: 'Casual Games', + Tier1: 'Video Gaming', + Tier2: 'Video Game Genres', + Tier3: 'Casual Games', + Tier4: '', + }, + { + UniqueID: '694', + Parent: '685', + Name: 'Educational Video Games', + Tier1: 'Video Gaming', + Tier2: 'Video Game Genres', + Tier3: 'Educational Video Games', + Tier4: '', + }, + { + UniqueID: '695', + Parent: '685', + Name: 'Exercise and Fitness Video Games', + Tier1: 'Video Gaming', + Tier2: 'Video Game Genres', + Tier3: 'Exercise and Fitness Video Games', + Tier4: '', + }, + { + UniqueID: 'VWGKS7', + Parent: '685', + Name: 'Family Video Games', + Tier1: 'Video Gaming', + Tier2: 'Video Game Genres', + Tier3: 'Family Video Games', + Tier4: '', + }, + { + UniqueID: 'II436J', + Parent: '685', + Name: 'Horror Video Games', + Tier1: 'Video Gaming', + Tier2: 'Video Game Genres', + Tier3: 'Horror Video Games', + Tier4: '', + }, + { + UniqueID: '696', + Parent: '685', + Name: 'MMOs', + Tier1: 'Video Gaming', + Tier2: 'Video Game Genres', + Tier3: 'MMOs', + Tier4: '', + }, + { + UniqueID: '697', + Parent: '685', + Name: 'Music and Party Video Games', + Tier1: 'Video Gaming', + Tier2: 'Video Game Genres', + Tier3: 'Music and Party Video Games', + Tier4: '', + }, + { + UniqueID: '698', + Parent: '685', + Name: 'Puzzle Video Games', + Tier1: 'Video Gaming', + Tier2: 'Video Game Genres', + Tier3: 'Puzzle Video Games', + Tier4: '', + }, + { + UniqueID: 'VK7KD0', + Parent: '685', + Name: 'Racing Video Games', + Tier1: 'Video Gaming', + Tier2: 'Video Game Genres', + Tier3: 'Racing Video Games', + Tier4: '', + }, + { + UniqueID: '687', + Parent: '685', + Name: 'Role-Playing Video Games', + Tier1: 'Video Gaming', + Tier2: 'Video Game Genres', + Tier3: 'Role-Playing Video Games', + Tier4: '', + }, + { + UniqueID: '688', + Parent: '685', + Name: 'Simulation Video Games', + Tier1: 'Video Gaming', + Tier2: 'Video Game Genres', + Tier3: 'Simulation Video Games', + Tier4: '', + }, + { + UniqueID: '689', + Parent: '685', + Name: 'Sports Video Games', + Tier1: 'Video Gaming', + Tier2: 'Video Game Genres', + Tier3: 'Sports Video Games', + Tier4: '', + }, + { + UniqueID: '690', + Parent: '685', + Name: 'Strategy Video Games', + Tier1: 'Video Gaming', + Tier2: 'Video Game Genres', + Tier3: 'Strategy Video Games', + Tier4: '', + }, + { + UniqueID: '389', + Parent: '', + Name: 'War and Conflicts', + Tier1: 'War and Conflicts', + Tier2: '', + Tier3: '', + Tier4: '', + }, +]; + +module.exports = IABTaxonomy; diff --git a/source/layers/core-lib/lib/indexer/index.js b/source/layers/core-lib/lib/indexer/index.js index 8518f93..80bfd85 100644 --- a/source/layers/core-lib/lib/indexer/index.js +++ b/source/layers/core-lib/lib/indexer/index.js @@ -1,146 +1,143 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); -const AmazonConnection = require('aws-elasticsearch-connector'); +const { + fromEnv, +} = require('@aws-sdk/credential-providers'); const { Client, -} = require('@elastic/elasticsearch'); +} = require('@opensearch-project/opensearch'); +const { + AwsSigv4Signer, +} = require('@opensearch-project/opensearch/aws'); const Environment = require('../environment'); -const AnalysisTypes = require('../analysisTypes'); -const MAPPINGS_INGEST = require('./mappings/ingest'); -const MAPPINGS_ANALYSIS = require('./mappings/analysis'); +const MAPPINGS_CONTENT = require('./mappings/content'); const { - pause, -} = require('../retry'); + M2CException, +} = require('../error'); +const REGION = process.env.AWS_REGION; const DOMAIN_ENDPOINT = Environment.Elasticsearch.DomainEndpoint; +const USE_OPENSEARCH_SERVERLESS = Environment.Elasticsearch.UseOpenSearchServerless; /* exception types */ const EXCEPTION_RESOURCE_ALREADY_EXISTS = 'resource_already_exists_exception'; const EXCEPTION_INDEX_NOT_FOUND = 'index_not_found_exception'; const EXCEPTION_DOCUMENT_MISSING = 'document_missing_exception'; const EXCEPTION_NOT_FOUND = 'not_found'; +const OSS_EXCEPTION_DOCUMENT_MISSING = 'document_missing_in_index_exception'; /* available indices */ -const INDEX_INGEST = 'ingest'; +const INDEX_CONTENT = 'content'; const INDICES = [ - INDEX_INGEST, - AnalysisTypes.Rekognition.Celeb, - AnalysisTypes.Rekognition.Face, - AnalysisTypes.Rekognition.FaceMatch, - AnalysisTypes.Rekognition.Label, - AnalysisTypes.Rekognition.Moderation, - AnalysisTypes.Rekognition.Person, - AnalysisTypes.Rekognition.Text, - AnalysisTypes.Rekognition.Segment, - AnalysisTypes.Rekognition.CustomLabel, - AnalysisTypes.Transcribe, - AnalysisTypes.Comprehend.Keyphrase, - AnalysisTypes.Comprehend.Entity, - AnalysisTypes.Comprehend.CustomEntity, - AnalysisTypes.Comprehend.Sentiment, - AnalysisTypes.Textract, + INDEX_CONTENT, ]; + +/* AI/ML fields */ +const AIML_FIELDS = Object.keys(MAPPINGS_CONTENT.mappings.properties) + .filter((x) => + MAPPINGS_CONTENT.mappings.properties[x].properties !== undefined + && MAPPINGS_CONTENT.mappings.properties[x].properties.name !== undefined + && MAPPINGS_CONTENT.mappings.properties[x].properties.timecodes !== undefined); + +/* ingest fields */ +const INGEST_FIELDS = Object.keys(MAPPINGS_CONTENT.mappings.properties) + .filter((x) => + !AIML_FIELDS.includes(x)); + /* default settings */ const DEFAULT_AGGREGATION_SIZE = 10; const DEFAULT_PAGESIZE = 20; +const DEFAULT_TIMEOUT = 60; + +/* pause function */ +async function pause(msecs = 400) { + return new Promise((resolve) => { + setTimeout(() => { + resolve(); + }, msecs); + }); +} class Indexer { - constructor(endpoint = DOMAIN_ENDPOINT) { - if (!endpoint) { - throw new Error('endpoint not specified'); + constructor( + node = DOMAIN_ENDPOINT, + useOpenSearchServerless = USE_OPENSEARCH_SERVERLESS + ) { + if (!node) { + throw new M2CException('node not specified'); } + + const service = (useOpenSearchServerless) + ? 'aoss' + : 'es'; + + const options = { + maxRetries: 10, + requestTimeout: DEFAULT_TIMEOUT * 1000, + }; + this.$client = new Client({ - node: `https://${endpoint}`, - ...AmazonConnection(new AWS.Config({ - ...(new AWS.EnvironmentCredentials('AWS')), - })), + node, + ...AwsSigv4Signer({ + service, + region: REGION, + getCredentials: async () => + fromEnv()(), + }), + ...options, }); + + this.$useOpenSearchServerless = useOpenSearchServerless; } get client() { return this.$client; } + get useOpenSearchServerless() { + return this.$useOpenSearchServerless; + } + static getIndices() { return INDICES; } + static getContentIndex() { + return INDEX_CONTENT; + } + static getMapping(name) { if (!name) { - throw new Error('index name not specified'); - } - if (name === INDEX_INGEST) { - return MAPPINGS_INGEST; + throw new M2CException('index name not specified'); } - if (INDICES.indexOf(name) >= 0) { - return MAPPINGS_ANALYSIS; + if (name === INDEX_CONTENT) { + return MAPPINGS_CONTENT; } - throw new Error(`index name ${name} not found`); + throw new M2CException(`index name ${name} not found`); } - static parseIndexDescription(data) { - /* https://www.elastic.co/guide/en/elasticsearch/reference/7.10/cat-indices.html */ - /* health | status | index | uuid | pri | - | rep | docs.count | docs.deleted | store.size | pri.store.size */ - return data.split('\n') - .filter(x => x) - .reduce((a0, c0) => { - const [ - health, - status, - index, - uuid, - pri, - rep, - docsCount, - docsDeleted, - storeSize, - priStoreSize, - ] = c0.split(' ').filter(x => x); - return a0.concat({ - health, - status, - index, - uuid, - pri: Number(pri), - rep: Number(rep), - docsCount: Number(docsCount), - docsDeleted: Number(docsDeleted), - storeSize, - priStoreSize, - }); - }, []); + static getAnalysisFields() { + return AIML_FIELDS; } - async describeIndex(name) { - if (!name) { - throw new Error('index name not specified'); - } - return this.client.cat.indices({ - index: name, - }).then((res) => - Indexer.parseIndexDescription(res.body)); + static getIngestFields() { + return INGEST_FIELDS; } - async describeAllIndices() { - return this.client.cat.indices({}) - .then((res) => - Indexer.parseIndexDescription(res.body)); - } - - async createIndex(name) { + async createIndex(name, mapping = undefined) { if (!name) { - throw new Error('index name not specified'); + throw new M2CException('index name not specified'); + } + + let body = mapping; + if (!body) { + body = Indexer.getMapping(name); } - const body = Indexer.getMapping(name); + if (body === undefined) { + throw new M2CException('fail to find mapping'); + } + + const timeout = `${DEFAULT_TIMEOUT}s`; /* retry logic */ let tries = 5; let response; @@ -148,13 +145,36 @@ class Indexer { response = await this.client.indices.create({ index: name, body, + timeout, + master_timeout: timeout, }).catch((e) => e); + console.log( + 'index', + name, + 'statusCode', + response.statusCode, + (response.body !== undefined) + ? JSON.stringify(response.body.error, null, 2) + : (response.meta !== undefined) + ? JSON.stringify(response.meta, null, 2) + : '' + ); + if (!(response instanceof Error)) { return response; } - if (response.body.error.type === EXCEPTION_RESOURCE_ALREADY_EXISTS) { + if (response.statusCode === 401) { + console.log(`${response.statusCode} - Unauthorized`); + return undefined; + } + if (response.statusCode === 403) { + console.log(`${response.statusCode} - Forbidden`); + return undefined; + } + + if (((response.body || {}).error || {}).type === EXCEPTION_RESOURCE_ALREADY_EXISTS) { console.log(`index '${name}' already exists`); return undefined; } @@ -174,17 +194,17 @@ class Indexer { .then(() => succeeded.push(name)) .catch((e) => - failed.push(((e.body || {}).error || {}).reason)); + failed.push(e.body.error.reason)); } if (failed.length) { - throw new Error(failed.join('\n')); + throw new M2CException(failed.join('\n')); } return succeeded; } async deleteIndex(name) { if (!name) { - throw new Error('index name not specified'); + throw new M2CException('index name not specified'); } return this.client.indices.delete({ index: name, @@ -207,17 +227,17 @@ class Indexer { .then(() => succeeded.push(name)) .catch((e) => - failed.push(((e.body || {}).error || {}).reason)); + failed.push(e.body.error.reason)); } if (failed.length) { - throw new Error(failed.join('\n')); + throw new M2CException(failed.join('\n')); } return succeeded; } async updateSettings(name, settings) { if (!name || !settings) { - throw new Error('index name or settings not specified'); + throw new M2CException('index name or settings not specified'); } return this.client.indices.putSettings({ index: name, @@ -229,7 +249,7 @@ class Indexer { async getSettings(name) { if (!name) { - throw new Error('index name not specified'); + throw new M2CException('index name not specified'); } return this.client.indices.getSettings({ index: name, @@ -239,100 +259,218 @@ class Indexer { }); } + async getIndexMapping(name) { + if (!name) { + throw new M2CException('index name not specified'); + } + return this.client.indices.getMapping({ + index: name, + }).catch((e) => { + throw e; + }); + } + + async updateIndexMapping(name, mapping) { + if (!name || !mapping) { + throw new M2CException('index name or mapping not specified'); + } + return this.client.indices.putMapping({ + index: name, + body: mapping, + }).catch((e) => { + throw e; + }); + } + async index(name, id, body) { if (!name || !id || !body) { - throw new Error('name, id, or body not specified'); + throw new M2CException('name, id, or body not specified'); + } + + const timeout = `${DEFAULT_TIMEOUT}s`; + const options = { + timeout, + }; + if (!this.useOpenSearchServerless) { + options.refresh = true; } + return this.client.index({ index: name, id, body, - refresh: true, + ...options, }); } async update(name, id, doc) { if (!name || !id || !doc) { - throw new Error('name, id, or doc not specified'); + throw new M2CException('name, id, or doc not specified'); + } + + const timeout = `${DEFAULT_TIMEOUT}s`; + const options = { + timeout, + }; + if (!this.useOpenSearchServerless) { + options.refresh = true; } + return this.client.update({ index: name, id, body: { doc, }, - refresh: true, + ...options, }); } async delete(name, id) { if (!name || !id) { - throw new Error('name or id not specified'); + throw new M2CException('name or id not specified'); + } + + const options = {}; + if (!this.useOpenSearchServerless) { + options.refresh = true; } + return this.client.delete({ index: name, id, - refresh: true, + ...options, }); } async search(query) { if (!query) { - throw new Error('missing query'); + throw new M2CException('missing query'); } return this.client.search(query); } - async aggregate(name, size = DEFAULT_AGGREGATION_SIZE) { + async aggregate(fields, size = DEFAULT_AGGREGATION_SIZE) { + let names = fields; + if (fields === undefined || fields.length === 0) { + throw M2CException('missing fields'); + } + + if (!Array.isArray(names)) { + names = names + .split(',') + .map((x) => + x.trim()); + } + + const aggs = names + .reduce((a0, c0) => ({ + ...a0, + [c0]: { + terms: { + field: `${c0}.name.keyword`, + size, + }, + }, + }), {}); + return this.client.search({ - index: name, + index: INDEX_CONTENT, body: { size: 0, - aggs: { - [name]: { - nested: { - path: 'data', - }, - aggs: { - [name]: { - terms: { - field: 'data.name.keyword', - size, - }, - }, - }, - }, - }, + aggs, }, }).then((res) => res.body.aggregations); } - async getDocument(name, id) { + async getDocument(name, id, fields = []) { + if (!name || !id) { + throw new M2CException('name or id not specified'); + } + + const params = { + id, + index: name, + }; + + if (fields.length > 0) { + params._source_includes = fields.join(','); + } + + return this.client.get(params) + .then((res) => + res.body._source); + } + + async getDocumentVersion(name, id) { if (!name || !id) { - throw new Error('name or id not specified'); + throw new M2CException('name or id not specified'); } + + /* if not found or error, return -1 */ return this.client.get({ id, index: name, + _source: false, }).then((res) => - res.body._source); + res.body._version || -1) + .catch((e) => + -1); } - async indexDocument(name, id, doc) { - return this.update(name, id, doc) + async indexDocument(name, id, doc, forceWait = true) { + let response = await this.update(name, id, doc) .catch((e) => { - if (((e.body || {}).error || {}).type === EXCEPTION_DOCUMENT_MISSING) { - return this.index(name, id, doc); + if (e.body.error.type === OSS_EXCEPTION_DOCUMENT_MISSING + || e.body.error.type === EXCEPTION_DOCUMENT_MISSING) { + return false; } throw e; }); + + if (!response) { + response = await this.index(name, id, doc); + } + + if (!this.useOpenSearchServerless || !forceWait) { + return response; + } + + /* workaround: opensearch serverless doesn't support 'refresh' flag */ + /* and could have long latency before search is available */ + const version = response.body._version; + const maxWait = 10 * 1000; + let waitTime = 200; + let count = 1; + do { + await pause(waitTime); + waitTime *= 1.5; + + const queried = await this.getDocumentVersion(name, id); + console.log( + '== indexDocument', + name, + id, + 'version', + version, + 'queried', + queried, + `[${count++}] ==` + ); + + if (queried === version) { + break; + } + } while (maxWait > waitTime); + + return response; } async deleteDocument(name, id) { return this.delete(name, id) .catch((e) => { - if ((e.body || {}).result === EXCEPTION_NOT_FOUND) { + if (e.body.result === EXCEPTION_NOT_FOUND) { return undefined; } throw e; @@ -341,7 +479,7 @@ class Indexer { async searchDocument(params) { if (!(params || {}).index) { - throw new Error('index not specified'); + throw new M2CException('index not specified'); } const includes = [ 'data.name', @@ -391,6 +529,95 @@ class Indexer { .then((res) => res.body.hits); } + + async getAllDocuments(index, source = false) { + if (!index) { + throw new M2CException('index not specified'); + } + const query = { + index, + body: { + _source: !!(source), + query: { + match_all: {}, + }, + }, + }; + return this.search(query) + .then((res) => + res.body.hits); + } + + async msearch(query) { + if (!query) { + throw new M2CException('missing query'); + } + return this.client.msearch(query); + } + + async mget(query) { + if (!query) { + throw new M2CException('missing query'); + } + return this.client.mget(query); + } + + async dropFields( + name, + id, + fields = [] + ) { + let keys = fields; + + if (typeof keys === 'string') { + keys = keys.split(',') + .map((x) => + x.trim()) + .filter((x) => + x); + } + + if (!Array.isArray(keys) || keys.length === 0) { + throw new M2CException('invalid fields'); + } + + const removeScript = keys + .map((key) => + `ctx._source.remove("${key}")`) + .join(';'); + + const timeout = `${DEFAULT_TIMEOUT}s`; + const options = { + timeout, + }; + + if (!this.useOpenSearchServerless) { + options.refresh = true; + } + + return this.client.update({ + index: name, + id, + body: { + script: { + source: removeScript, + lang: 'painless', + }, + }, + ...options, + }); + } + + async dropAnalysisFields( + name, + id + ) { + return this.dropFields( + name, + id, + AIML_FIELDS + ); + } } module.exports = Indexer; diff --git a/source/layers/core-lib/lib/indexer/index.spec.js b/source/layers/core-lib/lib/indexer/index.spec.js index 7a8ac04..9a4bc7e 100644 --- a/source/layers/core-lib/lib/indexer/index.spec.js +++ b/source/layers/core-lib/lib/indexer/index.spec.js @@ -1,16 +1,12 @@ -/********************************************************************************************************************* - * Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. * - * * - * Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance * - * with the License. A copy of the License is located at * - * * - * http://www.apache.org/licenses/LICENSE-2.0 * - * * - * or in the 'license' file accompanying this file. This file is distributed on an 'AS IS' BASIS, WITHOUT WARRANTIES * - * OR CONDITIONS OF ANY KIND, express or implied. See the License for the specific language governing permissions * - * and limitations under the License. * - *********************************************************************************************************************/ -const Indexer = require('./index.js'); +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 +const { + beforeAll, + describe, + expect, +} = require('@jest/globals'); + +const Indexer = require('./index'); const mockIndexOutput = 'index'; const mockPutSettingsOutput = 'putSettings'; @@ -21,46 +17,48 @@ const mockUpdateOutput = 'update'; const mockDeleteOutput = 'delete'; const mockHitsOutput = 5; -jest.mock('@elastic/elasticsearch', () => { - return { - Client: jest.fn(() => { - return { - indices: { - create: (params, callback) => { return Promise.resolve(); }, - delete: (params, callback) => { return Promise.resolve(); }, - putSettings: (params, callback) => { return Promise.resolve(mockPutSettingsOutput); }, - getSettings: (params, callback) => { return Promise.resolve(mockGetSettingsOutput); } - }, - cat: { - indices: (params, callback) => { return Promise.resolve({ body: 'indices' }); } - }, - search: (params, callback) => { - return Promise.resolve({ - body: { - aggregations: mockAggregateOutput, - hits: mockHitsOutput - } - }); - }, - get: (params, callback) => { - return Promise.resolve({ - body: { - _source: mockGetDocumentOutput - } - }); - }, - update: (params, callback) => { return Promise.resolve(mockUpdateOutput); }, - delete: (params, callback) => { return Promise.resolve(mockDeleteOutput); }, - index: (params, callback) => { return Promise.resolve(mockIndexOutput); } - } - }) - }; -}); - - -jest.mock('aws-elasticsearch-connector', () => { - return jest.fn(); -}); +jest.mock('@aws-sdk/credential-providers', () => ({ + fromEnv: jest.fn(() => ({ + })), +})); + +jest.mock('@opensearch-project/opensearch/aws', () => ({ + AwsSigv4Signer: jest.fn(() => ({ + })), +})); + +jest.mock('@opensearch-project/opensearch', () => ({ + Client: jest.fn(() => ({ + indices: { + create: (params, callback) => Promise.resolve({}), + delete: (params, callback) => Promise.resolve({}), + putSettings: (params, callback) => Promise.resolve(mockPutSettingsOutput), + getSettings: (params, callback) => Promise.resolve(mockGetSettingsOutput), + }, + cat: { + indices: (params, callback) => Promise.resolve({ body: 'indices' }), + }, + search: (params, callback) => Promise.resolve({ + body: { + aggregations: mockAggregateOutput, + hits: mockHitsOutput, + }, + }), + msearch: (params, callback) => Promise.resolve({ + body: { + hits: mockHitsOutput, + }, + }), + get: (params, callback) => Promise.resolve({ + body: { + _source: mockGetDocumentOutput, + }, + }), + update: (params, callback) => Promise.resolve(mockUpdateOutput), + delete: (params, callback) => Promise.resolve(mockDeleteOutput), + index: (params, callback) => Promise.resolve(mockIndexOutput), + })), +})); describe('Test Indexer', () => { beforeAll(() => { @@ -69,15 +67,14 @@ describe('Test Indexer', () => { }); beforeEach(() => { - jest.resetModules() // Most important - it clears the cache + jest.resetModules(); // Most important - it clears the cache }); test('Test constructor', () => { try { const indexer = new Indexer(''); - } - catch(error) { - expect(error.message).toBe('endpoint not specified'); + } catch (error) { + expect(error.message).toBe('node not specified'); } const indexer = new Indexer(); @@ -86,7 +83,7 @@ describe('Test Indexer', () => { test('Test index', async () => { const indexer = new Indexer(); - let response = await indexer.index('name', 'id', 'body'); + const response = await indexer.index('name', 'id', 'body'); expect(response).toBe(mockIndexOutput); await indexer.index('', '', '').catch(error => { @@ -96,37 +93,21 @@ describe('Test Indexer', () => { test('Test batchCreateIndices', async () => { const indexer = new Indexer(); - let response = await indexer.batchCreateIndices(); + const response = await indexer.batchCreateIndices(); expect(response.length).toBeGreaterThan(0); await indexer.batchCreateIndices(['']).catch(error => { - expect(error.message).toBe(''); + expect(error.message.length).toBeGreaterThan(0); }); }); test('Test batchDeleteIndices', async () => { const indexer = new Indexer(); - let response = await indexer.batchDeleteIndices(); + const response = await indexer.batchDeleteIndices(); expect(response.length).toBeGreaterThan(0); await indexer.batchDeleteIndices(['']).catch(error => { - expect(error.message).toBe(''); - }); - }); - - test('Test describeAllIndices', async () => { - const indexer = new Indexer(); - const response = await indexer.describeAllIndices(); - expect(response.length).toBeGreaterThan(0); - }); - - test('Test describeIndex', async () => { - const indexer = new Indexer(); - const response = await indexer.describeIndex('name'); - expect(response.length).toBeGreaterThan(0); - - await indexer.describeIndex('').catch(error => { - expect(error.message).toBe('index name not specified'); + expect(error.message.length).toBeGreaterThan(0); }); }); @@ -168,11 +149,11 @@ describe('Test Indexer', () => { test('Test indexDocument', async () => { const indexer = new Indexer(); - const response = await indexer.indexDocument('name', 'id', 'doc'); + const response = await indexer.indexDocument('name', 'id', 'doc', false); expect(response).toBe(mockUpdateOutput); - await indexer.indexDocument('', '', '').catch(error => { - expect(error.message).toBe('name, id, or doc not specified'); + await indexer.indexDocument('', '', '', false).catch(error => { + expect(error.message.length).toBeGreaterThan(0); }); }); @@ -182,18 +163,17 @@ describe('Test Indexer', () => { expect(response).toBe(mockDeleteOutput); await indexer.deleteDocument('', '').catch(error => { - expect(error.message).toBe('name or id not specified'); + expect(error.message.length).toBeGreaterThan(0); }); }); test('Test searchDocument', async () => { const indexer = new Indexer(); - const response = await indexer.searchDocument({ index: 'idx'} ); + const response = await indexer.searchDocument({ index: 'idx' }); expect(response).toBe(mockHitsOutput); await indexer.searchDocument({}).catch(error => { - expect(error.message).toBe('index not specified'); + expect(error.message.length).toBeGreaterThan(0); }); }); - -}); \ No newline at end of file +}); diff --git a/source/layers/core-lib/lib/indexer/mappings/content.js b/source/layers/core-lib/lib/indexer/mappings/content.js new file mode 100644 index 0000000..bc32784 --- /dev/null +++ b/source/layers/core-lib/lib/indexer/mappings/content.js @@ -0,0 +1,424 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +module.exports = { + settings: { + index: { + 'sort.field': 'timestamp', + 'sort.order': 'desc', + }, + analysis: { + analyzer: { + // Input: John Doe, Jane_Doe, Ann Doé, Joe-Jo Doe II + // Output: ["john", "doe", "jane", "doe", "ann", "doé", "Joe", "jo", "doe", "ii"] + default: { + char_filter: [ + 'underscore_space', + ], + tokenizer: 'standard', + filter: [ + 'lowercase', + 'stop', + ], + }, + // Input: John Doe, Jane_Doe, Musical Instrument, Ann Doé, Joe-Jo Doe II + // Output: ["john doe", "jane doe", "musical instrument", "ann doé", "joe-jo doe iii"] + phrase_analyzer: { + char_filter: [ + 'underscore_space', + ], + tokenizer: 'comma_delimiter_tokenizer', + filter: [ + 'lowercase', + ], + }, + }, + tokenizer: { + comma_delimiter_tokenizer: { + type: 'pattern', + pattern: ',', + lowercase: true, + flags: 'CASE_INSENSITIVE', + }, + }, + char_filter: { + underscore_space: { + type: 'pattern_replace', + pattern: '_', + replacement: ' ', + }, + }, + }, + }, + mappings: { + properties: { + uuid: { + type: 'keyword', + }, + type: { + type: 'keyword', + }, + timestamp: { + type: 'date', + format: 'epoch_millis', + }, + group: { + type: 'keyword', + }, + status: { + type: 'keyword', + }, + overallStatus: { + type: 'keyword', + }, + executionArn: { + type: 'text', + }, + fileSize: { + type: 'long', + }, + mime: { + type: 'keyword', + }, + duration: { + type: 'long', + }, + framerate: { + type: 'float', + }, + basename: { + type: 'text', + }, + bucket: { + type: 'text', + }, + key: { + type: 'text', + }, + md5: { + type: 'keyword', + }, + lastModified: { + type: 'date', + format: 'epoch_millis', + }, + attributes: { + type: 'object', + }, + aiOptions: { + type: 'object', + }, + celeb: { + properties: { + name: { + type: 'text', + fields: { + keyword: { + type: 'keyword', + }, + }, + }, + timecodes: { + type: 'object', + properties: { + begin: { + type: 'long', + }, + end: { + type: 'long', + }, + }, + }, + }, + }, + facematch: { + properties: { + name: { + type: 'text', + fields: { + keyword: { + type: 'keyword', + }, + }, + }, + timecodes: { + type: 'object', + properties: { + begin: { + type: 'long', + }, + end: { + type: 'long', + }, + }, + }, + faceId: { + type: 'keyword', + }, + }, + }, + face: { + properties: { + name: { + type: 'text', + fields: { + keyword: { + type: 'keyword', + }, + }, + }, + timecodes: { + type: 'object', + properties: { + begin: { + type: 'long', + }, + end: { + type: 'long', + }, + }, + }, + }, + }, + label: { + properties: { + name: { + type: 'text', + fields: { + keyword: { + type: 'keyword', + }, + }, + }, + timecodes: { + type: 'object', + properties: { + begin: { + type: 'long', + }, + end: { + type: 'long', + }, + }, + }, + }, + }, + customlabel: { + properties: { + name: { + type: 'text', + fields: { + keyword: { + type: 'keyword', + }, + }, + }, + timecodes: { + type: 'object', + properties: { + begin: { + type: 'long', + }, + end: { + type: 'long', + }, + }, + }, + model: { + type: 'keyword', + }, + }, + }, + moderation: { + properties: { + name: { + type: 'text', + fields: { + keyword: { + type: 'keyword', + }, + }, + }, + timecodes: { + type: 'object', + properties: { + begin: { + type: 'long', + }, + end: { + type: 'long', + }, + }, + }, + }, + }, + text: { + properties: { + name: { + type: 'text', + }, + timecodes: { + type: 'object', + properties: { + begin: { + type: 'long', + }, + end: { + type: 'long', + }, + }, + }, + }, + }, + transcribe: { + properties: { + name: { + type: 'text', + }, + timecodes: { + type: 'object', + properties: { + begin: { + type: 'long', + }, + end: { + type: 'long', + }, + }, + }, + }, + }, + entity: { + properties: { + name: { + type: 'text', + fields: { + keyword: { + type: 'keyword', + }, + }, + }, + timecodes: { + type: 'object', + properties: { + begin: { + type: 'long', + }, + end: { + type: 'long', + }, + }, + }, + }, + }, + customentity: { + properties: { + name: { + type: 'text', + fields: { + keyword: { + type: 'keyword', + }, + }, + }, + timecodes: { + type: 'object', + properties: { + begin: { + type: 'long', + }, + end: { + type: 'long', + }, + }, + }, + }, + }, + keyphrase: { + properties: { + name: { + type: 'text', + fields: { + keyword: { + type: 'keyword', + }, + }, + }, + timecodes: { + type: 'object', + properties: { + begin: { + type: 'long', + }, + end: { + type: 'long', + }, + }, + }, + }, + }, + sentiment: { + properties: { + name: { + type: 'text', + fields: { + keyword: { + type: 'keyword', + }, + }, + }, + timecodes: { + type: 'object', + properties: { + begin: { + type: 'long', + }, + end: { + type: 'long', + }, + }, + }, + }, + }, + textract: { + properties: { + name: { + type: 'text', + }, + timecodes: { + type: 'object', + properties: { + begin: { + type: 'long', + }, + end: { + type: 'long', + }, + }, + }, + page: { + type: 'short', + }, + }, + }, + caption: { + properties: { + name: { + type: 'text', + }, + timecodes: { + type: 'object', + properties: { + begin: { + type: 'long', + }, + end: { + type: 'long', + }, + }, + }, + }, + }, + }, + }, +}; diff --git a/source/layers/core-lib/lib/iotStatus.js b/source/layers/core-lib/lib/iotStatus.js index ac9149a..f6e8c6c 100644 --- a/source/layers/core-lib/lib/iotStatus.js +++ b/source/layers/core-lib/lib/iotStatus.js @@ -1,21 +1,35 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - console.log('aws-xray-sdk not loaded'); - return require('aws-sdk'); - } -})(); +const { + IoTDataPlaneClient, + PublishCommand, +} = require('@aws-sdk/client-iot-data-plane'); const Environment = require('./environment'); +const xraysdkHelper = require('./xraysdkHelper'); +const retryStrategyHelper = require('./retryStrategyHelper'); + +const CUSTOM_USER_AGENT = Environment.Solution.Metrics.CustomUserAgent; /** * @class IotStatus */ class IotStatus { + static createIotClient(iotHost) { + let endpoint = iotHost; + if (endpoint.indexOf('https://') < 0) { + endpoint = `https://${endpoint}`; + } + + const iotClient = xraysdkHelper(new IoTDataPlaneClient({ + customUserAgent: CUSTOM_USER_AGENT, + endpoint, + retryStrategy: retryStrategyHelper(), + })); + + return iotClient; + } + static async publish(...args) { const [ endpoint, @@ -27,21 +41,33 @@ class IotStatus { args[0], ]; - const payload = (typeof message === 'string' || Array.isArray(message) || message instanceof Buffer) - ? message - : JSON.stringify(message); + let payload = message; + if (!(typeof payload === 'string' + || Array.isArray(payload) + || message instanceof Buffer)) { + payload = JSON.stringify(payload); + } - const iotData = new AWS.IotData({ - apiVersion: '2015-05-28', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - endpoint, - }); + const iotClient = IotStatus.createIotClient(endpoint); - return iotData.publish({ + const command = new PublishCommand({ topic, payload, qos: 0, - }).promise().catch(e => console.error(e)); + }); + + return iotClient.send(command) + .catch((e) => { + console.error( + 'ERR:', + 'IotStatus.publish:', + 'iotClient.send:', + e.$metadata.httpStatusCode, + e.name, + payload + ); + return undefined; + }); } } diff --git a/source/layers/core-lib/lib/jimpHelper.js b/source/layers/core-lib/lib/jimpHelper.js new file mode 100644 index 0000000..e42c9e8 --- /dev/null +++ b/source/layers/core-lib/lib/jimpHelper.js @@ -0,0 +1,49 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 +const LaplacianKernel = [ + [0, 1, 0], + [1, -4, 1], + [0, 1, 0], +]; + +class JimpHelper { + static async computeHash(image) { + const hash = image.hash(); + + return hash; + } + + static async computeLaplacianVariance(image) { + return new Promise((resolve) => { + const singleChannel = []; + let sum = 0; + + const tmp = image + .clone() + .convolute(LaplacianKernel); + + tmp.scan(0, 0, tmp.bitmap.width, tmp.bitmap.height, (px, py, idx) => { + const rgba = tmp.bitmap.data; + const r = rgba[idx + 0]; + const g = rgba[idx + 1]; + const b = rgba[idx + 2]; + + const weighted = (r * 0.299) + (g * 0.587) + (b * 0.114); + singleChannel.push(weighted); + sum += weighted; + }); + + const mean = sum / singleChannel.length; + + let variance = (singleChannel + .reduce((a, c) => + a + (c - mean) ** 2, 0)); + + variance /= (singleChannel.length - 1); + + resolve(Math.round(variance)); + }); + } +} + +module.exports = JimpHelper; diff --git a/source/layers/core-lib/lib/mergeHelper.js b/source/layers/core-lib/lib/mergeHelper.js new file mode 100644 index 0000000..c0a6e3f --- /dev/null +++ b/source/layers/core-lib/lib/mergeHelper.js @@ -0,0 +1,109 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +class MergeHelper { + /** + * @static + * @function isObject + * @description test if obj is object type + * @param {object} obj + * @returns {boolean} + */ + static isObject(obj) { + return obj != null && typeof obj === 'object'; + } + + /** + * @static + * @function isPrimitive + * @description test if object is primitive type + * note: the logic also consider 'null' is primitive! + * @param {object} obj + * @returns {boolean} + */ + static isPrimitive(obj) { + switch (typeof obj) { + case 'string': + case 'number': + case 'boolean': + case 'undefined': + case 'symbol': + return true; + default: + break; + } + return (obj === null); + } + + /** + * @static + * @function internalMerge + * @description merge two objects recursively + * @param {object} target + * @param {object} source + * @returns {object} merged object + */ + static internalMerge(target, source) { + if (!MergeHelper.isObject(target) || !MergeHelper.isObject(source)) { + return source; + } + + Object.keys(source).forEach(key => { + const targetValue = target[key]; + const sourceValue = source[key]; + if (Array.isArray(targetValue) && Array.isArray(sourceValue)) { + target[key] = Array.from(new Set(targetValue.concat(sourceValue))) + .filter(x => x !== undefined); + } else if (MergeHelper.isObject(targetValue) && MergeHelper.isObject(sourceValue)) { + target[key] = MergeHelper.internalMerge({ + ...targetValue, + }, sourceValue); + } else { + target[key] = sourceValue; + } + }); + return target; + } + + /** + * @static + * @function internalCleansing + * @description remove empty key recursively + * @param {object} obj + * @param {object} [removeList] + * @param {boolean} [removeList.array] - should remove empty array + * @param {boolean} [removeList.object] - should remove empty object + * @returns {object} clean object + */ + static internalCleansing(obj, removeList = {}) { + if (MergeHelper.isPrimitive(obj)) { + return ((obj === null) || (typeof obj === 'string' && !obj.length)) + ? undefined + : obj; + } + + if ((removeList.array || removeList.object) && !Object.keys(obj).length) { + return undefined; + } + + const duped = Array.isArray(obj) ? [] : {}; + Object.keys(obj).forEach((x) => { + duped[x] = MergeHelper.internalCleansing(obj[x], removeList); + }); + + return Array.isArray(duped) + ? duped.filter(x => x !== undefined) + : duped; + } + + static flatten(arr, depth = 1) { + return (depth > 0) + ? arr.reduce((acc, cur) => + acc.concat(Array.isArray(cur) + ? MergeHelper.flatten(cur, depth - 1) + : cur), []) + : arr.slice(); + } +} + +module.exports = MergeHelper; diff --git a/source/layers/core-lib/lib/metrics.js b/source/layers/core-lib/lib/metrics.js index f699fbf..5a54ca4 100644 --- a/source/layers/core-lib/lib/metrics.js +++ b/source/layers/core-lib/lib/metrics.js @@ -1,20 +1,26 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const HTTPS = (() => { +let https = require('node:https'); +const Environment = require('./environment'); +const { + M2CException, +} = require('./error'); + +if (process.env.AWS_LAMBDA_FUNCTION_NAME !== undefined) { try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureHTTPs(require('https')); + const { + captureHTTPs, + } = require('aws-xray-sdk-core'); + https = captureHTTPs(require('node:https')); } catch (e) { - console.log('aws-xray-sdk not loaded'); - return require('https'); + console.log('aws-xray-sdk-core not loaded'); } -})(); -const Environment = require('./environment'); +} /** * @class Metrics - * @description send anonymized data to help us to improve the solution + * @description send anonymous data to help us to improve the solution */ class Metrics { static get Constants() { @@ -26,12 +32,12 @@ class Metrics { /** * @static - * @function sendAnonymizedData - * @description send anonymized data to aws solution builder team to help us improve the solution. - * @param {*} data - anonymized JSON data to be sent + * @function sendAnonymousData + * @description send anonymous data to aws solution builder team to help us improve the solution. + * @param {*} data - JSON data to send anonymously * @param {*} env - overwrite payload parameters, used for custom-resource lambda. */ - static async sendAnonymizedData(data, env) { + static async sendAnonymousData(data, env) { return new Promise((resolve, reject) => { const payload = Object.assign({ Solution: Environment.Solution.Id, @@ -56,13 +62,13 @@ class Metrics { }, }; - const request = HTTPS.request(params, (response) => { + const request = https.request(params, (response) => { response.on('data', chunk => buffers.push(chunk)); response.on('end', () => { if (response.statusCode >= 400) { - reject(new Error(`${response.statusCode} ${response.statusMessage} ${params.hostname}`)); + reject(new M2CException(`${response.statusCode} ${response.statusMessage} ${params.hostname}`)); return; } resolve(Buffer.concat(buffers)); diff --git a/source/layers/core-lib/lib/mimeTypeHelper.js b/source/layers/core-lib/lib/mimeTypeHelper.js new file mode 100644 index 0000000..2094efd --- /dev/null +++ b/source/layers/core-lib/lib/mimeTypeHelper.js @@ -0,0 +1,96 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const MIME = require('mime'); + +const RAW_IMAGE_MIME_TYPES = { + 'image/x-adobe-dng': ['DNG'], + 'image/x-canon-cr2': ['CR2'], + 'image/x-canon-crw': ['CRW'], + 'image/x-epson-erf': ['ERF'], + 'image/x-fuji-raf': ['RAF'], + 'image/x-kodak-dcr': ['DCR'], + 'image/x-kodak-k25': ['K25'], + 'image/x-kodak-kdc': ['KDC'], + 'image/x-minolta-mrw': ['MRW'], + 'image/x-nikon-nef': ['NEF'], + 'image/x-olympus-orf': ['ORF'], + 'image/x-panasonic-raw': ['RAW'], + 'image/x-pentax-pef': ['PEF'], + 'image/x-sony-arw': ['ARW'], + 'image/x-sony-sr2': ['SR2'], + 'image/x-sony-srf': ['SRF'], + 'image/x-sigma-x3f': ['X3F'], +}; + +const MAJOR_TYPES = [ + 'video', + 'audio', + 'image', +]; + +const SUBTYPES_VIDEO = [ + 'mxf', + 'gxf', +]; + +const SUBTYPES_DOCUMENT = [ + 'pdf', +]; + +class MimeTypeHelper { + /** + * @function getMime + * @param {string} file + * @returns {string} mime type + */ + static getMime(file) { + MIME.define(RAW_IMAGE_MIME_TYPES, true); + return MIME.getType(file) + || 'application/octet-stream'; + } + + /** + * @static + * @function getExtensionByMime + * @description get file extension by mime type + * @param {string} mime - mime type + */ + static getExtensionByMime(mime) { + MIME.define({ + 'image/jpeg': [ + 'jpg', + ], + }, true); + return MIME.getExtension(mime); + } + + /** + * @function parseMimeType + * @param {string} mime - 'video/mp4', 'audio/mp4' + */ + static parseMimeType(mime) { + const [ + type, + subtype, + ] = (mime || '') + .split('/') + .filter((x) => + x) + .map((x) => + x.toLowerCase()); + + if (MAJOR_TYPES.includes(type)) { + return type; + } + if (SUBTYPES_VIDEO.includes(subtype)) { + return 'video'; + } + if (SUBTYPES_DOCUMENT.includes(subtype)) { + return 'document'; + } + return subtype; + } +} + +module.exports = MimeTypeHelper; diff --git a/source/layers/core-lib/lib/mxCommonUtils.js b/source/layers/core-lib/lib/mxCommonUtils.js deleted file mode 100644 index 5e5ac13..0000000 --- a/source/layers/core-lib/lib/mxCommonUtils.js +++ /dev/null @@ -1,1183 +0,0 @@ -// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. -// SPDX-License-Identifier: Apache-2.0 - -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - console.log('aws-xray-sdk not loaded'); - return require('aws-sdk'); - } -})(); -const CRYPTO = require('crypto'); -const MIME = require('mime'); -const ZLIB = require('zlib'); -const PATH = require('path'); -const Environment = require('./environment'); - -const RAW_IMAGE_MIME_TYPES = { - 'image/x-adobe-dng': ['DNG'], - 'image/x-canon-cr2': ['CR2'], - 'image/x-canon-crw': ['CRW'], - 'image/x-epson-erf': ['ERF'], - 'image/x-fuji-raf': ['RAF'], - 'image/x-kodak-dcr': ['DCR'], - 'image/x-kodak-k25': ['K25'], - 'image/x-kodak-kdc': ['KDC'], - 'image/x-minolta-mrw': ['MRW'], - 'image/x-nikon-nef': ['NEF'], - 'image/x-olympus-orf': ['ORF'], - 'image/x-panasonic-raw': ['RAW'], - 'image/x-pentax-pef': ['PEF'], - 'image/x-sony-arw': ['ARW'], - 'image/x-sony-sr2': ['SR2'], - 'image/x-sony-srf': ['SRF'], - 'image/x-sigma-x3f': ['X3F'], -}; - -class X0 { - /** - * @static - * @function isObject - * @description test if obj is object type - * @param {object} obj - * @returns {boolean} - */ - static isObject(obj) { - return obj && typeof obj === 'object'; - } - - /** - * @static - * @function isPrimitive - * @description test if object is primitive type - * note: the logic also consider 'null' is primitive! - * @param {object} obj - * @returns {boolean} - */ - static isPrimitive(obj) { - switch (typeof obj) { - case 'string': - case 'number': - case 'boolean': - case 'undefined': - case 'symbol': - return true; - default: - break; - } - return (obj === null); - } - - /** - * @static - * @function internalMerge - * @description merge two objects recursively - * @param {object} target - * @param {object} source - * @returns {object} merged object - */ - static internalMerge(target, source) { - if (!X0.isObject(target) || !X0.isObject(source)) { - return source; - } - - Object.keys(source).forEach(key => { - const targetValue = target[key]; - const sourceValue = source[key]; - if (Array.isArray(targetValue) && Array.isArray(sourceValue)) { - target[key] = Array.from(new Set(targetValue.concat(sourceValue))) - .filter(x => x !== undefined); - } else if (X0.isObject(targetValue) && X0.isObject(sourceValue)) { - target[key] = X0.internalMerge({ - ...targetValue, - }, sourceValue); - } else { - target[key] = sourceValue; - } - }); - return target; - } - - /** - * @static - * @function internalCleansing - * @description remove empty key recursively - * @param {object} obj - * @param {object} [removeList] - * @param {boolean} [removeList.array] - should remove empty array - * @param {boolean} [removeList.object] - should remove empty object - * @returns {object} clean object - */ - static internalCleansing(obj, removeList = {}) { - if (X0.isPrimitive(obj)) { - return ((obj === null) || (typeof obj === 'string' && !obj.length)) - ? undefined - : obj; - } - - if ((removeList.array || removeList.object) && !Object.keys(obj).length) { - return undefined; - } - - const duped = Array.isArray(obj) ? [] : {}; - Object.keys(obj).forEach((x) => { - duped[x] = X0.internalCleansing(obj[x], removeList); - }); - - return Array.isArray(duped) - ? duped.filter(x => x !== undefined) - : duped; - } - - static flatten(arr, depth = 1) { - return (depth > 0) - ? arr.reduce((acc, cur) => - acc.concat(Array.isArray(cur) - ? X0.flatten(cur, depth - 1) - : cur), []) - : arr.slice(); - } -} - -class M0 { - /** - * @function getMime - * @param {string} file - * @returns {string} mime type - */ - static getMime(file) { - MIME.define(RAW_IMAGE_MIME_TYPES, true); - return MIME.getType(file) || 'application/octet-stream'; - } - - /** - * @static - * @function getExtensionByMime - * @description get file extension by mime type - * @param {string} mime - mime type - */ - static getExtensionByMime(mime) { - MIME.define({ - 'image/jpeg': [ - 'jpg', - ], - }, true); - return MIME.getExtension(mime); - } - - /** - * @function parseMimeType - * @param {string} mime - 'video/mp4', 'audio/mp4' - */ - static parseMimeType(mime) { - const [ - type, - subtype, - ] = (mime || '').split('/').filter(x => x).map(x => x.toLowerCase()); - - // eslint-disable-next-line - if (type === 'video' || type === 'audio' || type === 'image') { - return type; - } - if (subtype === 'mxf' || subtype === 'gxf'){ - return 'video'; - } - if (subtype === 'pdf') { - return 'document'; - } - - return subtype; - } -} - -/** - * @mixins mxCommonUtils - * @description common utility class - * @param {class} Base - */ -const mxCommonUtils = Base => class extends Base { - /** - * @function unsignedUrl - * @description convert Bucket / Key to HTTP URL - * @param {object} params - */ - static unsignedUrl(Bucket, Key) { - return `https://${Bucket}.s3.${AWS.config.region}.amazonaws.com/${Key}`; - } - - /** - * @function headObject - * @description wrap s3.headObject to intercept error message - * @param {string} Bucket - * @param {string} Key - */ - static async headObject(Bucket, Key) { - const s3 = new AWS.S3({ - apiVersion: '2006-03-01', - computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - - return s3.headObject({ - Bucket, - Key, - ExpectedBucketOwner: Environment.S3.ExpectedBucketOwner, - }).promise().catch((e) => { - throw new Error(`${e.statusCode} ${e.code} ${Bucket}/${Key}`); - }); - } - - /** - * @function listObjects - * @param {string} Bucket - * @param {string} Prefix - */ - static async listObjects(Bucket, Prefix, options) { - const prefix = PATH.join(Prefix, '/'); - const s3 = new AWS.S3({ - apiVersion: '2006-03-01', - computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - return s3.listObjectsV2({ - Bucket, - Prefix: prefix, - ExpectedBucketOwner: Environment.S3.ExpectedBucketOwner, - ...options, - }).promise(); - } - - /** - * @function getSignedUrl - * @description return a signed url, default to expire in 2 hrs - * @param {object} params - */ - static getSignedUrl(params) { - const s3 = new AWS.S3({ - apiVersion: '2006-03-01', - computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - - const { - Bucket, - Key, - Expires = 60 * 60 * 2, - } = params; - - return s3.getSignedUrl('getObject', { - Bucket, - Key, - Expires, - }); - } - - /** - * @function uuid4 - * @description generate UUID4 string - * @param {string} [str] - if not specified, randomly generates one - */ - static uuid4(str = undefined) { - const s = str || CRYPTO.randomBytes(16).toString('hex'); - - const matched = s.match(/([0-9a-fA-F]{8})([0-9a-fA-F]{4})([0-9a-fA-F]{4})([0-9a-fA-F]{4})([0-9a-fA-F]{12})/); - - if (!matched) { - throw new Error(`failed to generate UUID from '${str}'`); - } - - matched.shift(); - - return matched.join('-').toLowerCase(); - } - - /** - * @function normalizeFileName - * @description normalize the file name to S3-friendly filename - * @param {string} name - */ - static normalizeFileName(name) { - return name.replace(/[^a-zA-Z0-9\-_.]/g, '_'); - } - - /** - * @function escapeS3Characters - * @description convert space character to '+ character - * @param {string} key - */ - static escapeS3Characters(key) { - return encodeURIComponent(key).replace(/%20/g, '+'); - } - - /** - * @function unescapeS3Character - * @description convert '+' character back to space uri-encoded character - * @param {string} key - */ - static unescapeS3Character(key) { - return decodeURIComponent(key.replace(/\+/g, '%20')); - } - - /** - * @function toMD5String - * @description convert MD5 string from/to hex/base64 - * @param {string} md5 - md5 string - * @param {string} [format] - output format - */ - static toMD5String(md5, format = 'hex') { - if (!md5) { - return undefined; - } - const encoded = md5.match(/^[0-9a-fA-F]{32}$/) ? 'hex' : 'base64'; - - return Buffer.from(md5, encoded).toString(format); - } - - /** - * @function download - * @param {string} Bucket - * @param {string} Key - * @param {boolean} bodyOnly - */ - static async download(Bucket, Key, bodyOnly = true) { - const s3 = new AWS.S3({ - apiVersion: '2006-03-01', - computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - - return s3.getObject({ - Bucket, - Key, - ExpectedBucketOwner: Environment.S3.ExpectedBucketOwner, - }).promise().then(data => - ((bodyOnly) - ? data.Body.toString() - : data)) - .catch((e) => { - throw new Error(`${e.statusCode} ${e.code} ${Bucket}/${Key}`); - }); - } - - /** - * @function upload - * @param {object} params - */ - static async upload(params) { - /* ensure header doesn't contain invalid character */ - const invalidCharacter = /[^\t\x20-\x7e\x80-\xff]/; - const modified = [ - 'ContentDisposition', - ].reduce((acc, cur) => { - if (!params[cur]) { - return acc; - } - const valid = params[cur].split(';').map(x => x.trim()).filter(x => - !invalidCharacter.test(x)); - return Object.assign(acc, { - [cur]: (valid.length) ? valid.join('; ').trim() : undefined, - }); - }, params); - - return (new AWS.S3({ - apiVersion: '2006-03-01', - computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - })).putObject({ - ...modified, - ExpectedBucketOwner: Environment.S3.ExpectedBucketOwner, - }).promise().catch((e) => { - throw new Error(`${e.statusCode} ${e.code} ${params.Bucket}/${params.Key}`); - }); - } - - static async uploadFile(bucket, prefix, name, data) { - const body = (typeof data === 'string' || data instanceof Buffer) - ? data - : JSON.stringify(data, null, 2); - /* ensure header doesn't contain invalid character */ - const disposition = (/[^\t\x20-\x7e\x80-\xff]/.test(name)) - ? 'attachment' - : `attachment; filename="${name}"`; - - const s3 = new AWS.S3({ - apiVersion: '2006-03-01', - computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - return s3.putObject({ - Bucket: bucket, - Key: PATH.join(prefix, name), - Body: body, - ContentType: M0.getMime(name), - ContentDisposition: disposition, - ServerSideEncryption: 'AES256', - ExpectedBucketOwner: Environment.S3.ExpectedBucketOwner, - }).promise().catch((e) => { - throw new Error(`${e.statusCode} ${e.code} ${bucket}/${prefix}/${name}`); - }); - } - - /** - * @function sanitizedKey - * @description make sure to trim leading '/' character - * @param {string} str - */ - static sanitizedKey(str = '') { - return ((str[0] === '/') ? str.slice(1) : str).trim(); - } - - /** - * @function sanitizedPath - * @description strip off leading forward slash - * @param {string} path - */ - static sanitizedPath(path) { - const { - root, - dir, - base, - ext, - name, - } = PATH.parse(path); - - return { - root, - dir: (dir[0] === '/') ? dir.slice(1) : dir, - base, - ext, - name, - }; - } - - /** - * @function deleteObject - * @description delete object if exists - * @param {string} Bucket - * @param {string} Key - * @returns {boolean} - */ - static async deleteObject(Bucket, Key) { - const s3 = new AWS.S3({ - apiVersion: '2006-03-01', - computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - - return s3.deleteObject({ - Bucket, - Key, - ExpectedBucketOwner: Environment.S3.ExpectedBucketOwner, - }).promise() - .then(() => true) - .catch(() => false); - } - - /** - * @async - * @function getTags - * @description wrapper to S3.getObjectTagging api - * @param {string} Bucket - * @param {string} Key - */ - static async getTags(Bucket, Key) { - return (new AWS.S3({ - apiVersion: '2006-03-01', - computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - })).getObjectTagging({ - Bucket, - Key, - ExpectedBucketOwner: Environment.S3.ExpectedBucketOwner, - }).promise().catch((e) => { - throw new Error(`${e.statusCode} ${e.code} ${Bucket}/${Key}`); - }); - } - - /** - * @function tagObject - * @description put object tagging - * @param {string} Bucket - * @param {string} Key - * @param {Array} TagSet - */ - static async tagObject(Bucket, Key, TagSet) { - const s3 = new AWS.S3({ - apiVersion: '2006-03-01', - computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - - const response = await s3.getObjectTagging({ - Bucket, - Key, - ExpectedBucketOwner: Environment.S3.ExpectedBucketOwner, - }).promise().catch((e) => { - throw new Error(`${e.statusCode} ${e.code} ${Bucket}/${Key}`); - }); - - /* #1: remove existing tags */ - TagSet.map(x => x.Key).forEach((tag) => { - const idx = response.TagSet.findIndex(x => x.Key === tag); - if (idx >= 0) { - response.TagSet.splice(idx, 1); - } - }); - - /* #2: merge tagset. If tagset > 10, don't update it */ - const tagSet = TagSet.concat(response.TagSet); - return (tagSet.length > 10) - ? undefined - : s3.putObjectTagging({ - Bucket, - Key, - Tagging: { - TagSet: tagSet, - }, - ExpectedBucketOwner: Environment.S3.ExpectedBucketOwner, - }).promise().catch((e) => { - throw new Error(`${e.statusCode} ${e.code} ${Bucket}/${Key}`); - }); - } - - /** - * @static - * @function createReadStream - * @description wrapper to create read stream object - * @param {string} Bucket - * @param {string} Key - * @param {Object} [options] - */ - static createReadStream(Bucket, Key, options) { - try { - return (new AWS.S3({ - apiVersion: '2006-03-01', - computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - })).getObject(Object.assign({ - Bucket, - Key, - ExpectedBucketOwner: Environment.S3.ExpectedBucketOwner, - }, options)).createReadStream(); - } catch (e) { - throw new Error(`${e.statusCode} ${e.code} ${Bucket}/${Key}`); - } - } - - /** - * @static - * @sync - * @function selectS3Content - * @description wrapper to S3.selectObjectContent api - * @param {string} bucket - * @param {string} key - * @param {string} query - */ - static async selectS3Content(bucket, key, query) { - return new Promise((resolve, reject) => { - /* escape single quote character */ - const escaped = query.replace(/'/g, '\'\''); - const s3 = new AWS.S3({ - apiVersion: '2006-03-01', - computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - - s3.selectObjectContent({ - Bucket: bucket, - Key: key, - ExpectedBucketOwner: Environment.S3.ExpectedBucketOwner, - ExpressionType: 'SQL', - Expression: escaped, - InputSerialization: { - JSON: { - Type: 'DOCUMENT', - }, - }, - OutputSerialization: { - JSON: { - RecordDelimiter: ';', - }, - }, - }, (e, response) => { - if (e) { - reject(e); - return; - } - - const stream = response.Payload; - let payload = ''; - stream.on('error', e0 => - reject(e0)); - - stream.on('end', () => - resolve(payload.split(';').filter(x => x).map(x => JSON.parse(x)))); - - stream.on('data', (evt) => { - if (evt.Records) { - payload += evt.Records.Payload.toString(); - } - /* - else if (evt.Stats) { - console.log(`event.Stats = ${JSON.stringify(evt.Stats, null, 2)}`); - } else if (evt.Progress) { - console.log(`event.Progress = ${JSON.stringify(evt.Progress, null, 2)}`); - } else if (evt.Cont) { - console.log(`event.Cont = ${JSON.stringify(evt.Cont, null, 2)}`); - } else if (evt.End) { - console.log(`event.End = ${JSON.stringify(evt.End, null, 2)}`); - } - */ - }); - }); - }); - } - - /** - * @static - * @async - * @function restoreObject - * @description wrapper to S3.restoreObject api - * @param {string} bucket - * @param {string} key - * @param {Object} [options] - */ - static async restoreObject(bucket, key, options) { - return (new AWS.S3({ - apiVersion: '2006-03-01', - computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - })).restoreObject(Object.assign({ - Bucket: bucket, - Key: key, - ExpectedBucketOwner: Environment.S3.ExpectedBucketOwner, - }, options)).promise().catch((e) => { - throw new Error(`${e.statusCode} ${e.code} ${bucket}/${key}`); - }); - } - - static async copyObject(source, bucket, key, options) { - return (new AWS.S3({ - apiVersion: '2006-03-01', - computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - })).copyObject(Object.assign({ - CopySource: source, - Bucket: bucket, - Key: key, - MetadataDirective: 'COPY', - TaggingDirective: 'COPY', - ExpectedBucketOwner: Environment.S3.ExpectedBucketOwner, - }, options)).promise().catch((e) => { - throw new Error(`${e.statusCode} ${e.code} ${bucket}/${key}`); - }); - } - - /** - * @function zeroMD5 - * @returns {string} zero padded MD5 string - */ - static zeroMD5() { - return new Array(32).fill('0').join(''); - } - - /** - * @function zeroAccountId - * @returns {string} zero padded account id - */ - static zeroAccountId() { - return new Array(12).fill('0').join(''); - } - - /** - * @function zeroUUID - * @returns {string} zero padded UUID string - */ - static zeroUUID() { - const uuid = new Array(36).fill('0'); - - /* eslint-disable no-multi-assign */ - uuid[8] = uuid[13] = uuid[18] = uuid[23] = '-'; - /* eslint-enable no-multi-assign */ - - return uuid.join(''); - } - - /** - * This callback is to implement custom sanitizer logic, as part of mxUtils mixins. - * @callback mxUtils~sanitizerCallback - * @param {string} key - object key - * @param {*} value - object value - * @param {object} obj - original object - */ - /** - * @function sanitizeJson - * @param {object} data - json data - * @param {mxUtils~sanitizerCallback} [callback] - callback to custom sanitize routine. - */ - static sanitizeJson(data, callback) { - /* eslint-disable no-param-reassign */ - /** - * @function escapeFn - * @description default sanitizer to escape '<', '>' characters to avoid xss attack - * @param {string} k - object key - * @param {any} v - object value - * @param {object} obj - original object - */ - function escapeFn(k, v, obj) { - if (typeof v === 'string') { - obj[k] = obj[k].replace(//g, '>'); - } - } - /* eslint-enable no-param-reassign */ - - /** - * @function sanitizer - * @description the actual recursive sanitizer function - * @param {object} obj - object to be sanitized - * @param {function} [cb] - callback function - */ - function sanitizer(obj, cb) { - Object.keys(obj).forEach((k) => { - if (obj[k] !== null && obj[k] !== undefined && typeof obj[k] === 'object') { - sanitizer(obj[k], cb); - } else { - cb.apply(this, [k, obj[k], obj]); - } - }); - } - - /* make a copy before we modify the content */ - const duped = JSON.parse(JSON.stringify(data)); - - sanitizer(duped, callback || escapeFn); - - return duped; - } - - /** - * @static - * @function pause - execution for specified duration - * @param {number} duration - in milliseconds - */ - static async pause(duration = 0) { - return new Promise((resolve) => { - setTimeout(() => - resolve(), duration); - }); - } - - /** - * @static - * @function toISODateTime - * @description return date/time in YYYYMMDDThhmmss format - * @param {*} [date] - */ - static toISODateTime(date) { - return ((date) ? new Date(date) : new Date()) - .toISOString() - .split('.') - .shift() - .replace(/[-:]/g, ''); - } - - /** - * @static - * @function random - * @param {number} [min] default to 0 - * @param {number} [max] default to 100 - */ - static random(min = 0, max = 100) { - return CRYPTO.randomInt(Math.max(0, min), Math.max(1, max)); - } - - /** - * @static - * @function isJSON - * @description the string to see if is JSON string. - * @param {string} s - */ - static isJSON(s) { - try { - return (JSON.parse(s) && !!s); - } catch (e) { - return false; - } - } - - /** - * @function getMime - * @param {string} file - * @returns {string} mime type - */ - static getMime(file) { - return M0.getMime(file); - } - - /** - * @static - * @function getExtensionByMime - * @description get file extension by mime type - * @param {string} mime - mime type - */ - static getExtensionByMime(mime) { - return M0.getExtensionByMime(mime); - } - - /** - * @function parseMimeType - * @param {string} mime - 'video/mp4', 'audio/mp4' - */ - static parseMimeType(mime) { - return M0.parseMimeType(mime); - } - - /** - * @function capitalize - * @description capitalize first letter at word boundary - * @param {string} name - */ - static capitalize(name) { - return name.replace(/_/g, ' ').replace(/\b\w/g, c => c.toUpperCase()); - } - - /** - * @function timeToLiveInSecond - * @description compute TTL - * @param {number} days - */ - static timeToLiveInSecond(days = 2) { - return Math.floor((new Date().getTime() / 1000)) + (days * 86400); - } - - /** - * @static - * @async - * @function compressData - * @description compress data with zlib and return slices of base64 compressed data in an array - * @param {string|object} target - target first gets stringify before compressed - * @param {number} [slice] - size per array item. default to 255 characters per array item - * @return {Array} - slices of base64 compressed data - */ - static async compressData(target, slice = 255) { - const size = Math.max(10, slice); - let t; - if (target instanceof Buffer || typeof target === 'string') { - t = target; - } - else { - t = JSON.stringify(target); - } - - let buf = await new Promise((resolve, reject) => { - ZLIB.gzip(t, (err, res) => - ((err) - ? reject(err) - : resolve(res))); - }); - - buf = buf.toString('base64'); - - const response = []; - while (buf.length) { - response.push(buf.slice(0, size)); - buf = buf.slice(size); - } - return response; - } - - /** - * @static - * @async - * @function decompressData - * @description decompress data with zlib and return JSON object (if parse-able) or buffer - * @param {Array} target - * @return {object|Buffer} - return JSON object if parseable. Otherwise, return buffer from unzip. - */ - static async decompressData(target) { - if (!Array.isArray(target)) { - throw new Error('target must be Array object'); - } - - const buf = Buffer.from(target.join(''), 'base64'); - const response = await new Promise((resolve, reject) => { - ZLIB.unzip(buf, (err, res) => - ((err) - ? reject(err) - : resolve(res))); - }); - - try { - return JSON.parse(response.toString()); - } catch (e) { - return response; - } - } - - static merge(target, source) { - return X0.internalMerge(JSON.parse(JSON.stringify(target)), source); - } - - static cleansing(obj, removeList) { - const options = { - array: true, - object: true, - ...removeList, - }; - const parsed = X0.internalCleansing(JSON.parse(JSON.stringify(obj)), options); - return JSON.parse(JSON.stringify(parsed)); - } - - static flatten(arr, depth = 1) { - return X0.flatten(arr, depth); - } - - static makeSafeOutputPrefix(uuid, key, keyword = '') { - /* compatible with transcribe requirement */ - let safeKey = (!(/^[a-zA-Z0-9_.!*'()/-]{1,1024}$/.test(key))) - ? key.replace(/[^a-zA-Z0-9_.!*'()/-]/g, '_') - : key; - if (safeKey[0] === '/') { - safeKey = safeKey.slice(1); - } - const parsed = PATH.parse(safeKey); - return PATH.join( - uuid, - parsed.dir, - keyword, - '/' - ); - } -}; - -/** - * @mixins mxNeat - * @description provide a next function to remove empty key - * @param {class} Base - */ -const mxNeat = Base => class extends Base { - /** - * @static - * @function neat - empty properties that are undefined or null - * @param {object} o - object - */ - static neat(o) { - const json = Object.assign({}, o); - Object.keys(json).forEach((x) => { - if (json[x] === undefined || json[x] === null) { - delete json[x]; - } - }); - - return Object.keys(json).length === 0 ? undefined : json; - } -}; - -const mxValidation = Base => class extends Base { - /** - * @static - * @function validateBucket - validate bucket name - * @description - * * must be at least 3 and no more than 63 characters long - * * must not contain uppercase characters or underscores - * * must start with a lowercase letter or number - * * must be a series of one or more labels. Adjacent labels are separated by a single period (.) - * * must not be formatted as an IP address - * @param {string} val - bucket name - */ - static validateBucket(val = '') { - return !( - (val.length < 3 || val.length > 63) - || /[^a-z0-9-.]/.test(val) - || /^[^a-z0-9]/.test(val) - || /\.{2,}/.test(val) - || /^\d+\.\d+\.\d+\.\d+$/.test(val) - ); - } - - /** - * @static - * @function validateUuid - validate uuid - * @description - * * must be (hex)[8]-hex(4)-hex(4)-hex(4)-hex(12) - * @param {string} val - uuid - */ - static validateUuid(val = '') { - return /^[a-fA-F0-9]{8}(-[a-fA-F0-9]{4}){3}-[a-fA-F0-9]{12}$/.test(val); - } - - /** - * @static - * @function validateCognitoIdentityId - * @description cognito identity id is in a form of : - * @param {string} val - id - */ - static validateCognitoIdentityId(val = '') { - return /^[a-z]{2,}-[a-z]{2,}-\d:[a-fA-F0-9]{8}(-[a-fA-F0-9]{4}){3}-[a-fA-F0-9]{12}$/.test(val); - } - - /** - * @static - * @function validateBase64JsonToken - * @description dynamodb token is base64 encoded JSON object. - * @param {string} val - */ - static validateBase64JsonToken(val = '') { - /* base64 token must be a JSON object */ - try { - JSON.parse(Buffer.from(val, 'base64').toString()); - return true; - } catch (e) { - return false; - } - } - - /** - * @static - * @function validateFaceCollectionId - * @description face collection Id - * * must be alphanumeric, '.', '_', '-' characters - * @param {string} val - */ - static validateFaceCollectionId(val = '') { - return /^[a-zA-Z0-9_.-]+$/.test(val); - } - - /** - * @static - * @function validateImageBlob - * @description image blob - * * must begin with data:image/[png|jpeg|jpg];base64, - * @param {string} val - */ - static validateImageBlob(val = '') { - return /^data:image\/(png|jpeg|jpg);base64,.{20,}/.test(val); - } - - /** - * @static - * @function validateS3Uri - * @description validate string is in a format of s3:/// - * @param {string} val - */ - static validateS3Uri(val = '') { - const url = new URL(val); - const bucket = url.hostname; - if (!bucket || !url.protocol || url.protocol.toLowerCase() !== 's3:') { - return false; - } - return !( - (bucket.length < 3 || bucket.length > 63) - || /[^a-z0-9-.]/.test(bucket) - || /^[^a-z0-9]/.test(bucket) - || /\.{2,}/.test(bucket) - || /^\d+\.\d+\.\d+\.\d+$/.test(bucket) - ); - } - - /** - * @static - * @function validateStateMachineArn - * @description validate state machine execution arn - * @param {string} val - */ - static validateStateMachineArn(val = '') { - return /^arn:aws:states:[a-z\d-]+:\d{12}:execution:[a-zA-Z\d-_]+:[a-fA-F\d]{8}(-[a-fA-F\d]{4}){3}-[a-fA-F\d]{12}$/.test(val); - } - - /** - * @static - * @function validateSageMakerWorkteamName - * @description validate sagemaker ground truth team name - * * must be alphanumeric and '-' - * * must not be more than 63 characters - * @param {string} val - */ - static validateSageMakerWorkteamName(val = '') { - return /^[a-zA-Z0-9-]{3,63}$/.test(val); - } - - /** - * @static - * @function validateEmailAddress - * @description validate email address - * @param {string} val - */ - static validateEmailAddress(val = '') { - return /^(([^<>()[\].,;:\s@"]+(\.[^<>()[\].,;:\s@"]+)*)|(".+"))@(([^<>()[\].,;:\s@"]+\.)+[^<>()[\].,;:\s@"]{2,})$/i.test(val); - } - - /** - * @static - * @function validateUsername - * @description validate username - * @param {string} val - */ - static validateUsername(val = '') { - return /^[a-zA-Z0-9._%+-]{1,128}$/.test(val); - } - - /** - * @static - * @function validateGroupName - * @description validate group name - * @param {string} val - */ - static validateGroupName(val = '') { - return /^[a-zA-Z0-9_-]{0,128}$/.test(val); - } - - /** - * @static - * @function validateAttributeKey - * @description validate attribute key name - * @param {string} val - */ - static validateAttributeKey(val = '') { - return /^[a-zA-Z0-9_-]{0,128}$/.test(val); - } - - /** - * @static - * @function validateAttributeValue - * @description validate attribute value - * @param {string} val - */ - static validateAttributeValue(val = '') { - return /^[a-zA-Z0-9_%., -]{0,255}$/.test(val); - } -}; - -module.exports = { - mxCommonUtils, - mxNeat, - mxValidation, -}; diff --git a/source/layers/core-lib/lib/retry.js b/source/layers/core-lib/lib/retry.js deleted file mode 100644 index a58a20e..0000000 --- a/source/layers/core-lib/lib/retry.js +++ /dev/null @@ -1,55 +0,0 @@ -// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. -// SPDX-License-Identifier: Apache-2.0 -const CRYPTO = require('crypto'); - -class Retry { - /** - * @static - * @function pause - execution for specified duration - * @param {number} duration - in milliseconds - */ - static async pause(duration = 0) { - return new Promise((resolve) => { - setTimeout(() => - resolve(), duration); - }); - } - - /** - * @static - * @function random - * @param {number} [min] default to 0 - * @param {number} [max] default to 100 - */ - static random(min = 0, max = 100) { - return CRYPTO.randomInt(Math.max(0, min), Math.max(1, max)); - } - - /** - * @static - * @function run - * @param {function} fn - * @param {object} params - * @param {number} [maxTries] maximum retries - */ - static async run(fn, params, maxTries = 4) { - let response; - let tries = 0; - - do { - try { - response = await fn(params).promise(); - } catch (e) { - if (e.code === 'ProvisionedThroughputExceededException' || e.code === 'ThrottlingException') { - await Retry.pause(Retry.random(200, 800)); - } else { - throw e; - } - } - } while (tries++ < maxTries && response === undefined); - - return response; - } -} - -module.exports = Retry; diff --git a/source/layers/core-lib/lib/retryStrategyHelper.js b/source/layers/core-lib/lib/retryStrategyHelper.js new file mode 100644 index 0000000..6bb802b --- /dev/null +++ b/source/layers/core-lib/lib/retryStrategyHelper.js @@ -0,0 +1,26 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + StandardRetryStrategy, +} = require('@smithy/util-retry'); + +const MAX_ATTEMPTS = 4; + +function retryStrategyHelper(maxAttempt = MAX_ATTEMPTS) { + const _maxAttempt = Math.max(1, maxAttempt); + + const maxAttemptProvider = async () => + _maxAttempt; + + const retryStrategyOptions = {}; + + const retryStrategy = new StandardRetryStrategy( + maxAttemptProvider, + retryStrategyOptions + ); + + return retryStrategy; +} + +module.exports = retryStrategyHelper; diff --git a/source/layers/core-lib/lib/serviceAvailability.js b/source/layers/core-lib/lib/serviceAvailability.js index 7ff7a32..8c2c044 100644 --- a/source/layers/core-lib/lib/serviceAvailability.js +++ b/source/layers/core-lib/lib/serviceAvailability.js @@ -1,47 +1,53 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const HTTPS = (() => { +let https = require('node:https'); +const { + M2CException, +} = require('./error'); + +if (process.env.AWS_LAMBDA_FUNCTION_NAME !== undefined) { try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureHTTPs(require('https')); + const { + captureHTTPs, + } = require('aws-xray-sdk-core'); + https = captureHTTPs(require('node:https')); } catch (e) { - console.log('aws-xray-sdk not loaded'); - return require('https'); + console.log('aws-xray-sdk-core not loaded'); } -})(); +} + +const REGION = process.env.AWS_REGION; + +/* regions that support all AI/ML services and fulll features */ +const WHITELISTED_REGIONS = [ + 'us-east-1', + 'us-east-2', + 'us-west-1', + 'us-west-2', + 'ap-south-1', + 'ap-northeast-1', /* Textract not in Tokyo region */ + 'ap-northeast-2', + 'ap-southeast-1', + 'ap-southeast-2', + 'ca-central-1', + 'eu-central-1', + 'eu-west-1', + 'eu-west-2', +]; + +const SERVICE_LIST = [ + 'rekognition', + 'comprehend', + 'transcribe', + 'textract', +]; /** * @class ServiceAvailability * @description helper function to check service availability */ class ServiceAvailability { - static get Regions() { - return [ - 'us-east-1', - 'us-east-2', - 'us-west-1', - 'us-west-2', - 'ca-central-1', - 'eu-west-1', - 'eu-west-2', - 'eu-west-3', - 'eu-north-1', - 'eu-central-1', - 'me-south-1', - 'ap-east-1', - 'ap-south-1', - 'ap-northeast-1', - 'ap-northeast-2', - 'ap-northeast-3', - 'ap-southeast-1', - 'ap-southeast-2', - 'sa-east-1', - 'cn-north-1', - 'cn-northwest-1', - ]; - } - /** * @static * @async @@ -50,30 +56,49 @@ class ServiceAvailability { * @param {string} service * @param {string} [region] */ - static async probe(service, region = process.env.AWS_REGION) { + static async probe( + service, + region = REGION + ) { return new Promise((resolve, reject) => { if (!service) { - throw new Error('service must be provided'); + throw new M2CException('service must be provided'); + } + + if (!SERVICE_LIST.includes(service)) { + resolve(false); + return; + } + + if (WHITELISTED_REGIONS.includes(region)) { + resolve(true); + return; } const params = { method: 'HEAD', hostname: `${service}.${region}.amazonaws.com`, port: 443, + timeout: 1000, }; - const buffers = []; - - const request = HTTPS.request(params, (response) => { - response.on('data', chunk => - buffers.push(chunk)); + const request = https.request(params, (response) => { + response.on('end', () => { + resolve(true); + }); + }); - response.on('end', () => - resolve(true)); + request.on('timeout', () => { + request.destroy(); }); - request.on('error', e => - ((e.code === 'ENOTFOUND') ? resolve(false) : reject(e))); + request.on('error', (e) => { + if (e.code === 'ECONNRESET' || e.code === 'ENOTFOUND') { + resolve(false); + return; + } + reject(e); + }); request.end(); }); diff --git a/source/layers/core-lib/lib/sns.js b/source/layers/core-lib/lib/sns.js index c45837f..6667d6d 100644 --- a/source/layers/core-lib/lib/sns.js +++ b/source/layers/core-lib/lib/sns.js @@ -1,16 +1,16 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - console.log('aws-xray-sdk not loaded'); - return require('aws-sdk'); - } -})(); +const { + SNSClient, + PublishCommand, +} = require('@aws-sdk/client-sns'); const Environment = require('./environment'); +const xraysdkHelper = require('./xraysdkHelper'); +const retryStrategyHelper = require('./retryStrategyHelper'); + +const SNS_TOPIC = Environment.SNS.Topic; +const CUSTOM_USER_AGENT = Environment.Solution.Metrics.CustomUserAgent; class SNS { static trimSubject(subject) { @@ -19,27 +19,46 @@ class SNS { : subject; } - static async send(subject, message, topicArn = Environment.SNS.Topic) { + static async send( + subject, + message, + topicArn = SNS_TOPIC + ) { if (!topicArn) { return false; } - const params = { + let payload = message; + if (!(typeof payload === 'string' + || payload instanceof Buffer)) { + payload = JSON.stringify(payload); + } + + const trimmed = SNS.trimSubject(subject); + + const snsClient = xraysdkHelper(new SNSClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new PublishCommand({ TopicArn: topicArn, - Subject: SNS.trimSubject(subject), - Message: (typeof message === 'string') - ? message - : JSON.stringify(message, null, 2), - }; - - const sns = new AWS.SNS({ - apiVersion: '2010-03-31', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, + Subject: trimmed, + Message: payload, }); - return sns.publish(params).promise() - .then(() => true) + + return snsClient.send(command) + .then(() => + true) .catch((e) => { - console.error(e); + console.error( + 'ERR:', + 'SNS.send:', + 'snsClient.send:', + e.$metadata.httpStatusCode, + e.name, + payload + ); return false; }); } diff --git a/source/layers/core-lib/lib/stateData.js b/source/layers/core-lib/lib/stateData.js index 45b08b3..be96f6f 100644 --- a/source/layers/core-lib/lib/stateData.js +++ b/source/layers/core-lib/lib/stateData.js @@ -2,12 +2,7 @@ // SPDX-License-Identifier: Apache-2.0 const StateMessage = require('./stateMessage'); -const { - mxCommonUtils, - mxNeat, -} = require('./mxCommonUtils'); - -class X extends mxCommonUtils(mxNeat(class {})) {} +const CommonUtils = require('./commonUtils'); /** * @class StateData @@ -45,6 +40,8 @@ class StateData extends StateMessage { ...event, }; + this.$context = context; + this.$accountId = context.invokedFunctionArn.split(':')[4]; const fn = (typeof context.getRemainingTimeInMillis === 'function') ? context.getRemainingTimeInMillis @@ -66,6 +63,10 @@ class StateData extends StateMessage { return this.$event; } + get context() { + return this.$context; + } + get accountId() { return this.$accountId; } @@ -134,7 +135,7 @@ class StateData extends StateMessage { } toJSON() { - return X.neat({ + return CommonUtils.neat({ ...super.toJSON(), input: this.input, data: this.data || {}, diff --git a/source/layers/core-lib/lib/stateMessage.js b/source/layers/core-lib/lib/stateMessage.js index dad83d8..0ba445f 100644 --- a/source/layers/core-lib/lib/stateMessage.js +++ b/source/layers/core-lib/lib/stateMessage.js @@ -57,14 +57,11 @@ class StateMessage { } get overallStatus() { - if (this.status.indexOf(Statuses.Error) >= 0) { - return Statuses.Error; - } - if (this.status === Statuses.AnalysisCompleted) { - return Statuses.Completed; - } - - return Statuses.Processing; + return (this.status.indexOf(Statuses.Error) >= 0) + ? Statuses.Error + : (this.status === Statuses.AnalysisCompleted) + ? Statuses.Completed + : Statuses.Processing; } get status() { @@ -103,7 +100,7 @@ class StateMessage { setProgress(val) { this.status = Statuses.InProgress; - this.progress = Math.min(100, Number.parseInt(val, 10)); + this.progress = Math.min(100, Number(val)); } setFailed(e) { diff --git a/source/layers/core-lib/lib/states.js b/source/layers/core-lib/lib/states.js index be83b4e..93eef64 100644 --- a/source/layers/core-lib/lib/states.js +++ b/source/layers/core-lib/lib/states.js @@ -2,35 +2,36 @@ // SPDX-License-Identifier: Apache-2.0 module.exports = { - /* ingest */ + // ingest S3: 's3', CreateRecord: 'create-record', - /* fixity state machine */ + // fixity state machine CheckRestoreStatus: 'check-restore-status', ComputeChecksum: 'compute-checksum', ValidateChecksum: 'validate-checksum', FixityCompleted: 'fixity-completed', - /* mediainfo */ + // mediainfo RunMediainfo: 'run-mediainfo', StartTranscode: 'start-transcode', CheckTranscodeStatus: 'check-transcode-status', - /* imageinfo */ + ComputePerceptualHash: 'compute-perceptual-hash', + // imageinfo RunImageInfo: 'run-imageinfo', - /* docinfo */ + // docinfo RunDocInfo: 'run-docinfo', - /* indexing */ + // indexing UpdateRecord: 'update-record', IndexIngestResults: 'index-ingest-results', - /* analysis */ + // analysis PrepareAnalysis: 'prepare-analysis', StartAnalysis: 'start-analysis', CheckAnalysisStatus: 'check-analysis-status', CollectAnalysisResults: 'collect-analysis-results', IndexAnalysisResults: 'index-analysis-results', - /* sub-states definitions */ - /* audio-analysis */ + // sub-states definitions + // audio-analysis UpdateVocabulary: 'update-vocabulary', CheckVocabularyStatus: 'check-vocabulary-status', StartTranscribe: 'start-transcribe', @@ -73,7 +74,7 @@ module.exports = { CollectClassificationResults: 'collect-classification-results', CreateClassificationTrack: 'create-classification-track', - /* video analysis */ + // video analysis StartCelebrity: 'start-celeb', CollectCelebrityResults: 'collect-celeb-results', CreateCelebrityTrack: 'create-celeb-track', @@ -106,11 +107,11 @@ module.exports = { CollectTextResults: 'collect-text-results', CreateTextTrack: 'create-text-track', - /* image analysis */ + // image analysis StartImageAnalysis: 'start-image-analysis', CollectImageAnalysisResults: 'collect-image-analysis-results', - /* document analysis */ + // document analysis StartDocumentText: 'start-document-text', CheckDocumentTextStatus: 'check-document-text-status', CollectDocumentTextResults: 'collect-document-text-results', @@ -118,38 +119,41 @@ module.exports = { CheckDocumentAnalysisStatus: 'check-document-analysis-status', CollectDocumentAnalysisResults: 'collect-document-analysis-results', - /* frame based analysis */ + // frame based analysis DetectFrames: 'detect-frames', CreateTracks: 'create-tracks', - /** NEW IMPLEMENTATION */ - /** NEW IMPLEMENTATION */ - /* frame-based iterator */ + // frame-based iterator PrepareFrameDetectionIterators: 'prepare-frame-detection-iterators', DetectFrameIterator: 'detect-frame-iterator', PrepareFrameTrackIterators: 'prepare-frame-track-iterators', - /* video-based iterator */ + // video-based iterator PrepareVideoDetectionIterators: 'prepare-video-detection-iterators', - /* custom-label iterator */ + // custom-label iterator PrepareCustomDetectionIterators: 'prepare-custom-detection-iterators', - /* shared */ + // shared StartDetectionIterator: 'start-detection-iterator', CollectResultsIterator: 'collect-results-iterator', CreateTrackIterator: 'create-track-iterator', - /** NEW IMPLEMENTATION */ - /** NEW IMPLEMENTATION */ - /* custom labels */ + // custom labels StartCustomLabels: 'start-custom-labels', CollectCustomLabelsResults: 'collect-custom-labels-results', CreateCustomLabelsTrack: 'create-custom-labels-track', - /* groundtruth */ + // groundtruth CreateDataset: 'create-dataset', CreateLabelingJob: 'create-labeling-job', CheckLabelingStatus: 'check-labeling-status', IndexResults: 'index-results', - /* shared states */ + // Prerun states + PrepareSegmentDetection: 'prepare-segment-detection', + SelectSegmentFrames: 'select-segment-frames', + + // scene feature + CreateSceneEvents: 'create-scene-events', + + // shared states JobCompleted: 'job-completed', }; diff --git a/source/layers/core-lib/lib/tarStreamHelper.js b/source/layers/core-lib/lib/tarStreamHelper.js index 5b5dfe3..bd02d39 100644 --- a/source/layers/core-lib/lib/tarStreamHelper.js +++ b/source/layers/core-lib/lib/tarStreamHelper.js @@ -3,41 +3,55 @@ const TAR = require('tar-stream'); const ZLIB = require('zlib'); +const CommonUtils = require('./commonUtils'); const { - mxCommonUtils, -} = require('./mxCommonUtils'); - -class CommonUtils extends mxCommonUtils(class {}) {} + M2CException, +} = require('./error'); class TarStreamHelper { static async extract(bucket, key) { + if (!bucket || !key) { + throw new M2CException('missing bucket or key'); + } + + const readStream = await CommonUtils.createReadStream( + bucket, + key + ); + return new Promise((resolve, reject) => { - if (!bucket || !key) { - reject(new Error('missing bucket or key')); - return; - } - const resultSets = {}; - const readStream = CommonUtils.createReadStream(bucket, key); const unzip = ZLIB.createGunzip(); const extract = TAR.extract(); + const resultSets = {}; + extract.on('entry', function (header, stream, next) { const buffers = []; console.log(`extracting '${header.name}'...`); - stream.on('data', (chunk) => - buffers.push(chunk)); + + stream.on('data', (chunk) => { + buffers.push(chunk); + }); + stream.on('end', () => { resultSets[header.name] = Buffer.concat(buffers); next(); }); + stream.resume(); }); - extract.on('finish', () => - resolve(resultSets)); - extract.on('error', e => - reject(e)); - readStream.pipe(unzip).pipe(extract); + extract.on('finish', () => { + resolve(resultSets); + }); + + extract.on('error', e => { + reject(e); + }); + + readStream + .pipe(unzip) + .pipe(extract); }); } } diff --git a/source/layers/core-lib/lib/timecodeUtils.js b/source/layers/core-lib/lib/timecodeUtils.js index 839a432..d3e4fa5 100644 --- a/source/layers/core-lib/lib/timecodeUtils.js +++ b/source/layers/core-lib/lib/timecodeUtils.js @@ -1,5 +1,8 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 +const { + M2CException, +} = require('./error'); const EnumFrameRate = Object.freeze({ FPS_23_976: Symbol('23.976'), @@ -11,118 +14,114 @@ const EnumFrameRate = Object.freeze({ FPS_60: Symbol('60'), }); -// https://www.davidheidelberger.com/2010/06/10/drop-frame-timecode/ -class TimecodeUtils { - constructor(enumFPS, dropFrame = false) { - this.$enumFPS = enumFPS; - this.$dropFrame = dropFrame - && (enumFPS === EnumFrameRate.FPS_23_976 - || enumFPS === EnumFrameRate.FPS_29_97 - || enumFPS === EnumFrameRate.FPS_59_94); - this.$framerateFraction = TimecodeUtils.lookupFramerate(enumFPS); +function _lookupFramerate(enumFPS) { + if (enumFPS === EnumFrameRate.FPS_23_976) { + return [24000, 1001]; } - - get enumFPS() { - return this.$enumFPS; + if (enumFPS === EnumFrameRate.FPS_24) { + return [24000, 1000]; } - - get dropFrame() { - return this.$dropFrame; + if (enumFPS === EnumFrameRate.FPS_25) { + return [25000, 1000]; } - - get framerateFraction() { - return this.$framerateFraction; + if (enumFPS === EnumFrameRate.FPS_29_97) { + return [30000, 1001]; } - - static get Enum() { - return { - Framerate: EnumFrameRate, - }; + if (enumFPS === EnumFrameRate.FPS_30) { + return [30000, 1000]; + } + if (enumFPS === EnumFrameRate.FPS_59_94) { + return [60000, 1001]; + } + if (enumFPS === EnumFrameRate.FPS_60) { + return [60000, 1000]; } - static lookupFramerate(enumFPS) { - switch (enumFPS) { - case EnumFrameRate.FPS_23_976: - return [24000, 1001]; - case EnumFrameRate.FPS_24: - return [24000, 1000]; - case EnumFrameRate.FPS_25: - return [25000, 1000]; - case EnumFrameRate.FPS_29_97: - return [30000, 1001]; - case EnumFrameRate.FPS_30: - return [30000, 1000]; - case EnumFrameRate.FPS_59_94: - return [60000, 1001]; - case EnumFrameRate.FPS_60: - return [60000, 1000]; - default: - return undefined; - } + throw new M2CException('invalid framerate enum'); +} + +// https://www.davidheidelberger.com/2010/06/10/drop-frame-timecode/ +class TimecodeUtils { + static get EnumFPS() { + return EnumFrameRate; } - toTimecode(num) { - if (this.dropFrame) { - if (this.enumFPS === EnumFrameRate.FPS_23_976) { - return this.toPseudoDropFrameTimecode(num); - } - else { - return this.toDropFrameTimecode(num); - } + // convert fps to enum + static framerateToEnum(framerate) { + const _framerate = Math.floor(framerate); + + if (_framerate === 23) { + return EnumFrameRate.FPS_23_976; + } + if (_framerate === 24) { + return EnumFrameRate.FPS_24; + } + if (_framerate === 25) { + return EnumFrameRate.FPS_25; } - return this.toNonDropFrameTimecode(num); + if (_framerate === 29) { + return EnumFrameRate.FPS_29_97; + } + if (_framerate === 30) { + return EnumFrameRate.FPS_30; + } + if (_framerate === 59) { + return EnumFrameRate.FPS_59_94; + } + if (_framerate === 60) { + return EnumFrameRate.FPS_60; + } + + throw new M2CException('invalid framerate'); } - toNonDropFrameTimecode(num) { - if (!this.framerateFraction) { - throw new Error(`${this.enumFPS.toString()} not supported`); + // Drop Frame timecode (29.97 or 59.94) + static fromDropFrameTimecode(enumFPS, hhmmssff) { + if ( + (enumFPS !== EnumFrameRate.FPS_29_97) && + (enumFPS !== EnumFrameRate.FPS_59_94) + ) { + throw new M2CException(`${enumFPS.toString()} Drop Frame not supported`); } - const framerate = this.framerateFraction[0] / this.framerateFraction[1]; - const timeBase = Math.floor(framerate); - const framesPerHour = timeBase * 60 * 60; - const framesPer24Hours = framesPerHour * 24; - let frameNumber = num; - while (frameNumber < 0) { - frameNumber += framesPer24Hours; - } - frameNumber %= framesPer24Hours; + const [numerator, denominator] = _lookupFramerate(enumFPS); + const framerate = numerator / denominator; - let remaningFrames = frameNumber; + const dropFrames = Math.round(framerate * 0.066666); + const timeBase = Math.round(framerate); const hourFrames = timeBase * 60 * 60; const minuteFrames = timeBase * 60; - const hours = Math.floor(remaningFrames / hourFrames); - remaningFrames -= (hours * hourFrames); - - const minutes = Math.floor(remaningFrames / minuteFrames); - remaningFrames -= (minutes * minuteFrames); - - const seconds = Math.floor(remaningFrames / timeBase); - const frames = remaningFrames - (seconds * timeBase); + const [hours, minutes, seconds, frames] = hhmmssff; + const totalMinutes = (60 * hours) + minutes; + const frameNumber = ((hourFrames * hours) + + (minuteFrames * minutes) + + (timeBase * seconds) + + frames) + - (dropFrames * (totalMinutes - Math.floor(totalMinutes / 10))); - return [ - hours, - minutes, - seconds, - frames, - ]; + return frameNumber; } - // 29.97 or 59.94 DF - toDropFrameTimecode(num) { - if (this.enumFPS !== EnumFrameRate.FPS_29_97 && this.enumFPS !== EnumFrameRate.FPS_59_94) { - throw new Error(`${this.enumFPS.toString()} Drop Frame not supported`); + static toDropFrameTimecode(enumFPS, frameNum) { + if ( + (enumFPS !== EnumFrameRate.FPS_29_97) && + (enumFPS !== EnumFrameRate.FPS_59_94) + ) { + throw new M2CException(`${enumFPS.toString()} Drop Frame not supported`); } - const framerate = this.framerateFraction[0] / this.framerateFraction[1]; + const [numerator, denominator] = _lookupFramerate(enumFPS); + const framerate = numerator / denominator; + // frames to drop on the minute mark. const dropFrames = Math.round(framerate * 0.066666); + const framesPerMinute = Math.round(framerate * 60) - dropFrames; const framesPer10Minutes = Math.round(framerate * 60 * 10); const framesPerHour = Math.round(framerate * 60 * 60); const framesPer24Hours = framesPerHour * 24; - let frameNumber = num; + let frameNumber = frameNum; while (frameNumber < 0) { frameNumber += framesPer24Hours; } @@ -141,140 +140,191 @@ class TimecodeUtils { const frRound = Math.round(framerate); const frames = frameNumber % frRound; const seconds = Math.floor(frameNumber / frRound) % 60; - const minutes = Math.floor(Math.floor(frameNumber / frRound) / 60) % 60; - const hours = Math.floor(Math.floor(Math.floor(frameNumber / frRound) / 60) / 60); + const minutes = Math.floor( + Math.floor(frameNumber / frRound) / 60 + ) % 60; + const hours = Math.floor( + Math.floor( + Math.floor(frameNumber / frRound) / 60 + ) / 60 + ); + + const hh = String(hours).padStart(2, '0'); + const mm = String(minutes).padStart(2, '0'); + const ss = String(seconds).padStart(2, '0'); + const ff = String(frames).padStart(2, '0'); return [ - hours, - minutes, - seconds, - frames, + `${hh}:${mm}:${ss};${ff}`, + [hours, minutes, seconds, frames], ]; } - // 23.976 - toPseudoDropFrameTimecode(num) { - if (this.enumFPS !== EnumFrameRate.FPS_23_976) { - throw new Error(`${this.enumFPS.toString()} Drop Frame not supported`); - } - const framerate = this.framerateFraction[0] / this.framerateFraction[1]; - const secondsDecimal = num / framerate; - let secondsInt = Math.floor(secondsDecimal); - const secondsDecimalPart = secondsDecimal - secondsInt; - - let frames = Math.round(secondsDecimalPart * framerate); - if (frames === 24) { - frames = 0; - secondsInt += 1; + // Non-Drop Frame timecode + static fromNonDropFrameTimecode(enumFPS, hhmmssff) { + let _enumFPS = enumFPS; + if (enumFPS === EnumFrameRate.FPS_23_976) { + _enumFPS = EnumFrameRate.FPS_24; } - let remainingSeconds = secondsInt; - const hours = Math.floor(remainingSeconds / (60 * 60)); - remainingSeconds -= (hours * 60 * 60); - const minutes = Math.floor(remainingSeconds / 60); - remainingSeconds -= (minutes * 60); - const seconds = remainingSeconds; - - return [ - hours, - minutes, - seconds, - frames, - ]; - } + const [numerator, denominator] = _lookupFramerate(_enumFPS); + const framerate = numerator / denominator; - fromTimecode(hours, minutes, seconds, frames) { - if (this.dropFrame) { - if (this.enumFPS === EnumFrameRate.FPS_23_976) { - return this.fromPseudoDropFrameTimecode(hours, minutes, seconds, frames); - } - else { - return this.fromDropFrameTimecode(hours, minutes, seconds, frames); - } - } - - return this.fromNonDropFrameTimecode(hours, minutes, seconds, frames); - } - - fromNonDropFrameTimecode(hours, minutes, seconds, frames) { - if (!this.framerateFraction) { - throw new Error(`${this.enumFPS.toString()} not supported`); - } - const framerate = this.framerateFraction[0] / this.framerateFraction[1]; const timeBase = Math.round(framerate); const hourFrames = timeBase * 60 * 60; const minuteFrames = timeBase * 60; + + const [hours, minutes, seconds, frames] = hhmmssff; const frameNumber = (hourFrames * hours) + (minuteFrames * minutes) + (timeBase * seconds) + frames; + return frameNumber; } - // 29.97 and 59.94 - fromDropFrameTimecode(hours, minutes, seconds, frames) { - if (this.enumFPS !== EnumFrameRate.FPS_29_97 && this.enumFPS !== EnumFrameRate.FPS_59_94) { - throw new Error(`${this.enumFPS.toString()} Drop Frame not supported`); + static toNonDropFrameTimecode(enumFPS, frameNum) { + // 23.976 uses 24 timing + let _enumFPS = enumFPS; + if (_enumFPS === EnumFrameRate.FPS_23_976) { + _enumFPS = EnumFrameRate.FPS_24; } - const framerate = this.framerateFraction[0] / this.framerateFraction[1]; - const dropFrames = Math.round(framerate * 0.066666); - const timeBase = Math.round(framerate); + + const [numerator, denominator] = _lookupFramerate(_enumFPS); + + const framerate = numerator / denominator; + const timeBase = Math.floor(framerate); + const framesPerHour = timeBase * 60 * 60; + const framesPer24Hours = framesPerHour * 24; + + let frameNumber = frameNum; + while (frameNumber < 0) { + frameNumber += framesPer24Hours; + } + frameNumber %= framesPer24Hours; + + let remaningFrames = frameNumber; const hourFrames = timeBase * 60 * 60; const minuteFrames = timeBase * 60; - const totalMinutes = (60 * hours) + minutes; - const frameNumber = ((hourFrames * hours) - + (minuteFrames * minutes) - + (timeBase * seconds) - + frames) - - (dropFrames * (totalMinutes - Math.floor(totalMinutes / 10))); - return frameNumber; + + const hours = Math.floor(remaningFrames / hourFrames); + remaningFrames -= (hours * hourFrames); + + const minutes = Math.floor(remaningFrames / minuteFrames); + remaningFrames -= (minutes * minuteFrames); + + const seconds = Math.floor(remaningFrames / timeBase); + const frames = remaningFrames - (seconds * timeBase); + + const hh = String(hours).padStart(2, '0'); + const mm = String(minutes).padStart(2, '0'); + const ss = String(seconds).padStart(2, '0'); + const ff = String(frames).padStart(2, '0'); + + return [ + `${hh}:${mm}:${ss}:${ff}`, + [hours, minutes, seconds, frames], + ]; } - // 23.976 - fromPseudoDropFrameTimecode(hours, minutes, seconds, frames) { - if (this.enumFPS !== EnumFrameRate.FPS_23_976) { - throw new Error(`${this.enumFPS.toString()} Drop Frame not supported`); + static fromTimecode(enumFPS, timecodeString) { + if (!timecodeString) { + throw new M2CException('invalid timecode string'); } - const framerate = this.framerateFraction[0] / this.framerateFraction[1]; - const hourFrames = framerate * 60 * 60; - const minuteFrames = framerate * 60; - const framesDouble = (hours * hourFrames) - + (minutes * minuteFrames) - + (seconds * framerate) - + frames; - const frameNumber = Math.round(framesDouble); - return frameNumber; + + let hhmmssff = timecodeString.split(':'); + if (hhmmssff.length === 4) { + hhmmssff = hhmmssff + .map((x) => + Number(x)); + + return TimecodeUtils.fromNonDropFrameTimecode( + enumFPS, + hhmmssff + ); + } + + if (hhmmssff.length === 3) { + const ssff = hhmmssff.pop().split(';'); + hhmmssff = hhmmssff.concat(ssff) + .map((x) => + Number(x)); + + return TimecodeUtils.fromDropFrameTimecode( + enumFPS, + hhmmssff + ); + } + + throw new M2CException('invalid timecode string'); } - toTimestamp(num) { - if (!this.framerateFraction) { - throw new Error(`${this.enumFPS.toString()} not supported`); + static toTimecode(enumFPS, frameNum, dropFrame = false) { + if (dropFrame) { + return TimecodeUtils.toDropFrameTimecode(enumFPS, frameNum); } - const framerate = this.framerateFraction[0] / this.framerateFraction[1]; - let milliseconds = Math.round(num * framerate * 1000); - const hours = Math.floor(milliseconds / 3600 / 1000); - milliseconds -= (hours * 3600 * 1000); - const minutes = Math.floor(milliseconds / 60 / 1000); - milliseconds -= (minutes * 60 * 1000); + return TimecodeUtils.toNonDropFrameTimecode(enumFPS, frameNum); + } + + // Timestamp + static toTimestamp(enumFPS, frameNum) { + const [numerator, denominator] = _lookupFramerate(enumFPS); + + let milliseconds = Math.round( + (frameNum * denominator * 1000) / numerator + ); + + const hours = Math.floor(milliseconds / 3600000); + milliseconds -= (hours * 3600000); + + const minutes = Math.floor(milliseconds / 60000); + milliseconds -= (minutes * 60000); + const seconds = Math.floor(milliseconds / 1000); milliseconds -= (seconds * 1000); + const hh = String(hours).padStart(2, '0'); + const mm = String(minutes).padStart(2, '0'); + const ss = String(seconds).padStart(2, '0'); + const msecs = String(milliseconds).padStart(3, '0'); + return [ - hours, - minutes, - seconds, - milliseconds, + `${hh}:${mm}:${ss}.${msecs}`, + [hours, minutes, seconds, milliseconds], ]; } - fromMilliseconds(msecs) { - if (!this.framerateFraction) { - throw new Error(`${this.enumFPS.toString()} not supported`); - } - const framerate = this.framerateFraction[0] / this.framerateFraction[1]; - const frameNumber = Math.floor((framerate * msecs) / 1000); + static millisecondsToFrames(enumFPS, milliseconds) { + const [numerator, denominator] = _lookupFramerate(enumFPS); + const frameNumber = Math.round( + ((milliseconds * numerator) / denominator) / 1000 + ); + return frameNumber; } + + static secondsToFrames(enumFPS, seconds) { + return TimecodeUtils.millisecondsToFrames(enumFPS, seconds * 1000); + } + + static framesToMilliseconds(enumFPS, frameNum) { + const [numerator, denominator] = _lookupFramerate(enumFPS); + + const milliseconds = Math.round( + (frameNum * denominator * 1000) / numerator + ); + + return milliseconds; + } + + static framesToSeconds(enumFPS, frameNum) { + const milliseconds = TimecodeUtils.framesToMilliseconds( + enumFPS, + frameNum + ); + + return milliseconds / 1000; + } } module.exports = TimecodeUtils; diff --git a/source/layers/core-lib/lib/timelineQ.js b/source/layers/core-lib/lib/timelineQ.js index d88db16..612f9af 100644 --- a/source/layers/core-lib/lib/timelineQ.js +++ b/source/layers/core-lib/lib/timelineQ.js @@ -1,11 +1,15 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 +const { + M2CException, +} = require('./error'); +const FaceIndexer = require('./faceIndexer'); const THRESHOLD_TIMEDRIFT = 1200; // 1200ms const THRESHOLD_POSITIONDRIFT = 0.10; // 10% class BaseItem { - constructor(item = {}, options = undefined) { + constructor(item = {}, options = {}) { this.$name = item.name; this.$confidence = item.confidence; this.$begin = item.begin; @@ -17,9 +21,9 @@ class BaseItem { this.$cx = this.computeCenterX(); this.$cy = this.computeCenterY(); this.$count = 1; - this.$timeDriftThreshold = (options || {}).timeDriftExceedThreshold + this.$timeDriftThreshold = options.timeDriftExceedThreshold || THRESHOLD_TIMEDRIFT; - this.$positionDriftThreshold = (options || {}).positionDriftThreshold + this.$positionDriftThreshold = options.positionDriftThreshold || THRESHOLD_POSITIONDRIFT; } @@ -28,7 +32,7 @@ class BaseItem { } canUse() { - throw new Error('sub class to implement'); + throw new M2CException('sub class to implement'); } get timeDriftThreshold() { @@ -163,7 +167,7 @@ class BaseItem { return [ this.name, this.parentName ? `${this.parentName}` : undefined, - `(${Number.parseFloat(this.confidence).toFixed(2)})`, + `(${Math.round(this.confidence)}%)`, ].filter(x => x).join('\n'); } @@ -195,7 +199,7 @@ class BaseItem { toJSON() { return { name: this.name, - confidence: Number.parseFloat(this.confidence), + confidence: Number(this.confidence.toFixed(2)), begin: this.begin, end: this.end, cx: this.cx, @@ -248,14 +252,26 @@ class LabelItem extends BaseItem { class FaceMatchItem extends BaseItem { constructor(item, options) { + const face = item.FaceMatches[0].Face; + + const faceId = face.FaceId; + let name = face.Name; + if (!name) { + name = FaceIndexer.resolveExternalImageId( + face.ExternalImageId, + faceId + ); + } + super({ - name: item.FaceMatches[0].Face.ExternalImageId, + name, parentName: `Index ${item.Person.Index}`, confidence: item.FaceMatches[0].Similarity, begin: item.Timestamp, end: item.Timestamp, boundingBox: item.Person.BoundingBox || item.Person.Face.BoundingBox, }, options); + this.$faceId = faceId; } canUse() { @@ -266,19 +282,30 @@ class FaceMatchItem extends BaseItem { return 'FaceMatchItem'; } + get faceId() { + return this.$faceId; + } + get cueText() { return [ this.name.replace(/_/g, ' '), - `(${Number.parseFloat(this.confidence).toFixed(2)})`, + `(${Math.round(this.confidence)}%)`, ].filter(x => x).join('\n'); } + + toJSON() { + return { + ...super.toJSON(), + faceId: this.faceId, + }; + } } class ModerationItem extends BaseItem { constructor(item, options) { super({ - name: item.ModerationLabel.ParentName, - parentName: item.ModerationLabel.Name, + name: (options || {}).name || item.ModerationLabel.Name, + parentName: item.ModerationLabel.ParentName, confidence: item.ModerationLabel.Confidence, begin: item.Timestamp, end: item.Timestamp, @@ -293,6 +320,14 @@ class ModerationItem extends BaseItem { get [Symbol.toStringTag]() { return 'ModerationItem'; } + + get cueText() { + return [ + this.name, + this.parentName ? `${this.parentName}` : undefined, + `(${Math.round(this.confidence)}%)`, + ].filter(x => x).join('\n'); + } } class PersonItem extends BaseItem { @@ -322,7 +357,7 @@ class PersonItem extends BaseItem { return [ `Person ${this.name}`, this.parentName ? `${this.parentName}` : undefined, - `(${Number.parseFloat(this.confidence).toFixed(2)})`, + `(${Math.round(this.confidence)}%)`, ].filter(x => x).join('\n'); } } @@ -434,7 +469,7 @@ class TimelineQ extends Array { if (item.TextDetection) { return new TextItem(item, options); } - throw new Error('fail to create typed item'); + throw new M2CException('fail to create typed item'); } /** diff --git a/source/layers/core-lib/lib/validationHelper.js b/source/layers/core-lib/lib/validationHelper.js new file mode 100644 index 0000000..27e734d --- /dev/null +++ b/source/layers/core-lib/lib/validationHelper.js @@ -0,0 +1,195 @@ +/* Letter, Punctuation, Number, Currency, and space */ +const ALL_CHARACTER_SETS = /[\p{L}\p{P}\p{N}\p{Sc}\s]+/u; + +class ValidationHelper { + /** + * @static + * @function validateBucket - validate bucket name + * @description + * * must be at least 3 and no more than 63 characters long + * * must not contain uppercase characters or underscores + * * must start with a lowercase letter or number + * * must be a series of one or more labels. Adjacent labels are separated by a single period (.) + * * must not be formatted as an IP address + * @param {string} val - bucket name + */ + static validateBucket(val = '') { + return !( + (val.length < 3 || val.length > 63) + || /[^a-z0-9-.]/.test(val) + || /^[^a-z0-9]/.test(val) + || /\.{2,}/.test(val) + || /^\d+.\d+.\d+.\d+$/.test(val) + ); + } + + /** + * @static + * @function validateUuid - validate uuid + * @description + * * must be (hex)[8]-hex(4)-hex(4)-hex(4)-hex(12) + * @param {string} val - uuid + */ + static validateUuid(val = '') { + return ( + /^[a-fA-F0-9]{8}(-[a-fA-F0-9]{4}){3}-[a-fA-F0-9]{12}$/.test(val) + || /^[a-fA-F0-9]{8,}$/.test(val) + ); + } + + /** + * @static + * @function validateCognitoIdentityId + * @description cognito identity id is in a form of : + * @param {string} val - id + */ + static validateCognitoIdentityId(val = '') { + return /^[a-z]{2,}-[a-z]{2,}-[0-9]{1}:[a-fA-F0-9]{8}(-[a-fA-F0-9]{4}){3}-[a-fA-F0-9]{12}$/.test(val); + } + + /** + * @static + * @function validateBase64JsonToken + * @description dynamodb token is base64 encoded JSON object. + * @param {string} val + */ + static validateBase64JsonToken(val = '') { + /* base64 token must be a JSON object */ + try { + JSON.parse(Buffer.from(val, 'base64').toString()); + return true; + } catch (e) { + return false; + } + } + + /** + * @static + * @function validateFaceCollectionId + * @description face collection Id + * * must be alphanumeric, '.', '_', '-' characters + * @param {string} val + */ + static validateFaceCollectionId(val = '') { + return /^[a-zA-Z0-9_.-]+$/.test(val); + } + + /** + * @static + * @function validateImageBlob + * @description image blob + * * must begin with data:image/[png|jpeg|jpg];base64, + * @param {string} val + */ + static validateImageBlob(val = '') { + return /^data:image\/(png|jpeg|jpg);base64,.{20,}/.test(val); + } + + /** + * @static + * @function validateS3Uri + * @description validate string is in a format of s3:/// + * @param {string} val + */ + static validateS3Uri(val = '') { + const url = new URL(val); + const bucket = url.hostname; + if (!bucket || !url.protocol || url.protocol.toLowerCase() !== 's3:') { + return false; + } + return !( + (bucket.length < 3 || bucket.length > 63) + || /[^a-z0-9-.]/.test(bucket) + || /^[^a-z0-9]/.test(bucket) + || /\.{2,}/.test(bucket) + || /^\d+.\d+.\d+.\d+$/.test(bucket) + ); + } + + /** + * @static + * @function validateStateMachineArn + * @description validate state machine execution arn + * @param {string} val + */ + static validateStateMachineArn(val = '') { + return /^arn:aws:states:[a-z\d-]+:\d{12}:execution:[a-zA-Z\d-_]+:[a-fA-F\d]{8}(-[a-fA-F\d]{4}){3}-[a-fA-F\d]{12}$/.test(val); + } + + /** + * @static + * @function validateSageMakerWorkteamName + * @description validate sagemaker ground truth team name + * * must be alphanumeric and '-' + * * must not be more than 63 characters + * @param {string} val + */ + static validateSageMakerWorkteamName(val = '') { + return /^[a-zA-Z0-9-]{3,63}$/.test(val); + } + + /** + * @static + * @function validateEmailAddress + * @description validate email address + * @param {string} val + */ + static validateEmailAddress(val = '') { + return /^(([^<>()[\].,;:\s@"]+(\.[^<>()[\].,;:\s@"]+)*)|(".+"))@(([^<>()[\].,;:\s@"]+\.)+[^<>()[\].,;:\s@"]{2,})$/i.test(val); + } + + /** + * @static + * @function validateUsername + * @description validate username + * @param {string} val + */ + static validateUsername(val = '') { + return /^[a-zA-Z0-9._%+-]{1,128}$/.test(val); + } + + /** + * @static + * @function validateGroupName + * @description validate group name + * @param {string} val + */ + static validateGroupName(val = '') { + return /^[a-zA-Z0-9_-]{0,128}$/.test(val); + } + + /** + * @static + * @function validateAttributeKey + * @description validate attribute key name + * @param {string} val + */ + static validateAttributeKey(val = '') { + return /^[a-zA-Z0-9_-]{0,128}$/.test(val); + } + + /** + * @static + * @function validateAttributeValue + * @description validate attribute value + * @param {string} val + */ + static validateAttributeValue(val = '') { + return /^[a-zA-Z0-9_%., -]{0,255}$/.test(val); + } + + /** + * @static + * @function validateCharacterSet + * @description validate character set (unicode and non-unicode) + * @param {string} val + */ + static validateCharacterSet(val = '', maxLen = 2048) { + return ( + Buffer.from(val, 'utf8').byteLength <= maxLen && + ALL_CHARACTER_SETS.test(val) + ); + } +} + +module.exports = ValidationHelper; diff --git a/source/layers/core-lib/lib/webVttCue.js b/source/layers/core-lib/lib/webVttCue.js index e7f0af9..1731a8c 100644 --- a/source/layers/core-lib/lib/webVttCue.js +++ b/source/layers/core-lib/lib/webVttCue.js @@ -3,8 +3,13 @@ class WebVttCue { constructor(begin, end, text, position, factor = 1) { + // make sure end time > start time + let _end = end; + if (end - begin <= 0) { + _end = Math.round(begin + (0.1 * factor)); + } this.$begin = begin; - this.$end = end; + this.$end = _end; this.$position = (position) ? ` ${position}` : ''; this.$text = text; this.$factor = factor; diff --git a/source/layers/core-lib/lib/webVttHelper.js b/source/layers/core-lib/lib/webVttHelper.js new file mode 100644 index 0000000..c76afa9 --- /dev/null +++ b/source/layers/core-lib/lib/webVttHelper.js @@ -0,0 +1,130 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 +const NodeWebVtt = require('node-webvtt'); +const CommonUtils = require('./commonUtils'); + +class WebVttHelper { + static async download( + bucket, + key, + options + ) { + return CommonUtils.download( + bucket, + key + ).then((res) => + WebVttHelper.parse(res, options)); + } + + static parse(vtt, options = {}) { + const parsed = NodeWebVtt.parse( + vtt, + { + meta: true, + strict: false, + } + ); + + if (!parsed.valid) { + console.log( + 'ERR:', + 'WebVttHelper.parse:', + `${parsed.errors.length} invalid VTT cues`, + parsed.errors + .map((x) => + x.message) + .join('; ') + ); + } + + if (!parsed.cues.length) { + return parsed; + } + + const { + autoCorrect = false, + stripLeadingDashes = false, + } = options; + + /* workaround potential invalid timestamps from Amazon Transcribe */ + if (autoCorrect) { + const cues = []; + + cues.push(parsed.cues.shift()); + while (parsed.cues.length) { + const prev = cues[cues.length - 1]; + const cue = parsed.cues.shift(); + if (cue.start > 0 && cue.end > 0 && (cue.end - cue.start) > 0 + && (cue.start - prev.end) > 0) { + cues.push(cue); + } + } + + if (cues.length !== parsed.cues.length) { + parsed.cues = cues + .map((cue, idx) => ({ + ...cue, + identifier: String(idx), + })); + } + } + + if (stripLeadingDashes) { + parsed.cues = parsed.cues + .map((cue) => { + const lines = cue.text.split('\n') + .map((x) => { + const matched = x.match(/^--\s(.*)/); + if (matched) { + return matched[1].trim(); + } + return x.trim(); + }) + .filter((x) => + x && x.length > 0); + + if (lines.length > 0) { + return { + ...cue, + text: lines.join('\n'), + }; + } + return undefined; + }) + .filter((x) => + x !== undefined); + } + + return parsed; + } + + static compile(vtt) { + return NodeWebVtt.compile(vtt); + } + + static cuesToMetadata(cues = []) { + const dataset = []; + + cues.forEach((cue) => { + const begin = Math.round(cue.start * 1000); + const end = Math.round(cue.end * 1000); + + const texts = cue.text.split('\n'); + texts.forEach((text) => { + dataset.push({ + name: text, + timecodes: [ + { + begin, + end, + }, + ], + }); + }); + }); + + return dataset; + } +} + +module.exports = WebVttHelper; diff --git a/source/layers/core-lib/lib/webVttTrack.js b/source/layers/core-lib/lib/webVttTrack.js index 82eb39c..88562c6 100644 --- a/source/layers/core-lib/lib/webVttTrack.js +++ b/source/layers/core-lib/lib/webVttTrack.js @@ -14,7 +14,7 @@ class WebVttTrack { UnitInMilliseconds: 1, UnitInSeconds: 1000, Timecode: { - Regex: /^(\d{2}):(\d{2}):(\d{2})\.(\d{2,})\s+-->\s+(\d{2}):(\d{2}):(\d{2})\.(\d{2,})(.*)$/, // NOSONAR - must address in future release + Regex: /^([0-9]{2}):([0-9]{2}):([0-9]{2})\.([0-9]{2,})\s+-->\s+([0-9]{2}):([0-9]{2}):([0-9]{2})\.([0-9]{2,})(.*)$/, }, }; } @@ -94,7 +94,7 @@ class WebVttTrack { let line = lines.shift(); /* look for index */ - if (!/\d+/.test(line)) { + if (!/[0-9]+/.test(line)) { continue; } diff --git a/source/layers/core-lib/lib/whitelistLabels.js b/source/layers/core-lib/lib/whitelistLabels.js new file mode 100644 index 0000000..659760c --- /dev/null +++ b/source/layers/core-lib/lib/whitelistLabels.js @@ -0,0 +1,151 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const ModeratedBoundingBoxLabels = [ + 'Arrow', + 'Axe', + 'Beer', + 'Bow', + 'Bullet', + 'Crossbow', + 'Dagger', + 'Dynamite', + 'Grenade', + 'Gun', + 'Knife', + 'Mace Club', + 'Mortar Shell', + 'Pill', + 'Sword', + 'Tank', + 'Tattoo', +]; + +const ModeratedImageLabels = [ + 'Absinthe', + 'Alcohol', + 'Ambulance', + 'Ammunition', + 'Archer', + 'Archery', + 'Armor', + 'Armored', + 'Armory', + 'Arrow', + 'Arrowhead', + 'Ashtray', + 'Axe', + 'Bar', + 'Bar Counter', + 'Bartender', + 'Beachwear', + 'Beer', + 'Beer Bottle', + 'Beer Glass', + 'Bikini', + 'Blade', + 'Bomb', + 'Bomber', + 'Boxer', + 'Boxing', + 'Bow', + 'Bra', + 'Brewery', + 'Bullet', + 'Casino', + 'Chain Saw', + 'Crime Scene', + 'Crossbow', + 'Cuddling', + 'Dagger', + 'Dice', + 'Drinking Alcohol', + 'Dynamite', + 'Explosion', + 'Fighting', + 'Fire', + 'Firearm', + 'Gambling', + 'Gin', + 'Graffiti', + 'Grenade', + 'Gun', + 'Handgun', + 'Handsaw', + 'Hugging', + 'Injury', + 'Kissing', + 'Knife', + 'Lager', + 'Machine Gun', + 'Medical Procedure', + 'Missile', + 'Mortar', + 'Mortar Shell', + 'Nuclear Explosion', + 'Piercing', + 'Pill', + 'Protest', + 'Pub', + 'Red Wine', + 'Rifle', + 'Riot', + 'Romantic', + 'Roulette', + 'Shooting', + 'Shooting Range', + 'Shotgun', + 'Shouting', + 'Shoving', + 'Shuffling Cards', + 'Slamming', + 'Slapping', + 'Smoke Pipe', + 'Smoking', + 'Sniper', + 'Spandex', + 'Sunbathing', + 'Swimming Trunks', + 'Swimwear', + 'Sword', + 'Swordfight', + 'Tank', + 'Tequila', + 'Tobacco', + 'Undershirt', + 'Underwear', + 'Vandalism', + 'War', + 'Weapon', + 'Whisky', + 'Wine', + 'Wine Bottle', + 'Wine Cellar', + 'Wine Glass', + 'Wrestling', +]; + +/* cultural labels */ +const CulturalLabels = [ + 'Butcher Shop', + 'Beef', + 'Pork', + 'Meat', + 'Meatball', + 'Meat Loaf', + 'Pig', + 'Boar', +]; + +const WhitelistLabels = [ + ...new Set([ + ...ModeratedBoundingBoxLabels, + ...ModeratedImageLabels, + ...CulturalLabels, + ]), +].reduce((a0, c0) => ({ + ...a0, + [c0]: true, +}), {}); + +module.exports = WhitelistLabels; diff --git a/source/layers/core-lib/lib/xraysdkHelper.js b/source/layers/core-lib/lib/xraysdkHelper.js new file mode 100644 index 0000000..65b7045 --- /dev/null +++ b/source/layers/core-lib/lib/xraysdkHelper.js @@ -0,0 +1,24 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +function xraysdkHelper(client) { + let wrappedClient = client; + + if (process.env.AWS_LAMBDA_FUNCTION_NAME === undefined) { + return wrappedClient; + } + + try { + const { + captureAWSv3Client, + } = require('aws-xray-sdk-core'); + + wrappedClient = captureAWSv3Client(wrappedClient); + } catch (e) { + console.log('aws-xray-sdk-core not loaded'); + } + + return wrappedClient; +} + +module.exports = xraysdkHelper; diff --git a/source/layers/core-lib/package-lock.json b/source/layers/core-lib/package-lock.json index 4b99b90..4586e7f 100644 --- a/source/layers/core-lib/package-lock.json +++ b/source/layers/core-lib/package-lock.json @@ -1,1489 +1,1882 @@ { "name": "core-lib", - "version": "1.0.0", - "lockfileVersion": 2, + "version": "4.0.0", + "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "core-lib", - "version": "1.0.0", - "license": "Apache-2.0", + "version": "4.0.0", "dependencies": { - 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"build:install": "cd dist/nodejs/node_modules/core-lib && npm install --omit=dev --omit=optional", + "build:install": "cd dist/nodejs/node_modules/core-lib && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" }, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, + "author": "aws-mediaent-solutions", "devDependencies": { - "aws-sdk": "2.831.0", - "aws-sdk-mock": "5.8.0", - "jest": "^29.3.1", + "@aws-sdk/client-dynamodb": "^3.540.0", + "@aws-sdk/client-iot-data-plane": "^3.540.0", + "@aws-sdk/client-s3": "^3.540.0", + "@aws-sdk/client-sns": "^3.540.0", + "@aws-sdk/s3-request-presigner": "^3.540.0", + "aws-sdk-client-mock": "^3.1.0", "node-stringbuilder": "2.2.6" - }, - "license": "Apache-2.0" + } } diff --git a/source/layers/core-lib/setEnvVars.js b/source/layers/core-lib/setEnvVars.js index 56d3d18..eb82cc6 100644 --- a/source/layers/core-lib/setEnvVars.js +++ b/source/layers/core-lib/setEnvVars.js @@ -5,4 +5,4 @@ process.env.ENV_SNS_TOPIC_ARN = 'testTopicArn'; process.env.ENV_IOT_HOST = 'testIotHost'; process.env.ENV_IOT_TOPIC = 'testIotTopic'; process.env.ENV_EXPECTED_BUCKET_OWNER = 'bucketOwner'; -process.env.ENV_ES_DOMAIN_ENDPOINT = 'testDomain'; \ No newline at end of file +process.env.ENV_ES_DOMAIN_ENDPOINT = 'testDomain'; diff --git a/source/layers/fixity-lib/package-lock.json b/source/layers/fixity-lib/package-lock.json index f806210..04b519f 100644 --- a/source/layers/fixity-lib/package-lock.json +++ b/source/layers/fixity-lib/package-lock.json @@ -1,19 +1,19 @@ { "name": "fixity-lib", - "version": "1.0.0", - "lockfileVersion": 2, + "version": "2.0.0", + "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "fixity-lib", - "version": "1.0.0", - "license": "Apache-2.0", + "version": "2.0.0", + "license": "ISC", "dependencies": { - "rusha": "^0.8.13", - "spark-md5": "^3.0.0" + "rusha": "^0.8.14", + "spark-md5": "^3.0.2" }, "devDependencies": { - "npm-run-all": "*" + "npm-run-all": "^4.1.5" } }, "node_modules/ansi-styles": { @@ -29,30 +29,34 @@ } }, "node_modules/array-buffer-byte-length": { - "version": "1.0.0", - "resolved": "https://registry.npmjs.org/array-buffer-byte-length/-/array-buffer-byte-length-1.0.0.tgz", - "integrity": "sha512-LPuwb2P+NrQw3XhxGc36+XSvuBPopovXYTR9Ew++Du9Yb/bx5AzBfrIsBoj0EZUifjQU+sHL21sseZ3jerWO/A==", + "version": "1.0.1", + "resolved": "https://registry.npmjs.org/array-buffer-byte-length/-/array-buffer-byte-length-1.0.1.tgz", + "integrity": "sha512-ahC5W1xgou+KTXix4sAO8Ki12Q+jf4i0+tmk3sC+zgcynshkHxzpXdImBehiUYKKKDwvfFiJl1tZt6ewscS1Mg==", "dev": true, "dependencies": { - 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"build:install": "cd dist/nodejs/node_modules/fixity-lib && npm install --omit=dev --omit=optional", + "build:install": "cd dist/nodejs/node_modules/fixity-lib && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" }, "devDependencies": { - "npm-run-all": "*" + "npm-run-all": "^4.1.5" } } diff --git a/source/layers/gremlin/package-lock.json b/source/layers/gremlin/package-lock.json new file mode 100644 index 0000000..0ef1a07 --- /dev/null +++ b/source/layers/gremlin/package-lock.json @@ -0,0 +1,47 @@ +{ + "name": "gremlin", + "version": "3.6.2", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "gremlin", + "version": "3.6.2", + "license": "Apache-2.0", + "dependencies": { + "gremlin": "^3.7.1" + } + }, + "node_modules/gremlin": { + "version": "3.7.1", + "resolved": "https://registry.npmjs.org/gremlin/-/gremlin-3.7.1.tgz", + "integrity": "sha512-r7RPUPWxdbn4kG0pVGv+lpjSlBU2ZqHgO+PYjTBQuT+dtyIU1OQJ6mhSgCZoz/Zb48sk4WF9iWG5SLx5B2GKDw==", + "dependencies": { + "ws": "^8.11.0" + }, + "engines": { + "node": ">=18" + } + }, + "node_modules/ws": { + "version": "8.16.0", + "resolved": "https://registry.npmjs.org/ws/-/ws-8.16.0.tgz", + "integrity": "sha512-HS0c//TP7Ina87TfiPUz1rQzMhHrl/SG2guqRcTOIUYD2q8uhUdNHZYJUaQ8aTGPzCh+c6oawMKW35nFl1dxyQ==", + "engines": { + "node": ">=10.0.0" + }, + "peerDependencies": { + "bufferutil": "^4.0.1", + "utf-8-validate": ">=5.0.2" + }, + "peerDependenciesMeta": { + "bufferutil": { + "optional": true + }, + "utf-8-validate": { + "optional": true + } + } + } + } +} diff --git a/source/layers/gremlin/package.json b/source/layers/gremlin/package.json new file mode 100644 index 0000000..66c5147 --- /dev/null +++ b/source/layers/gremlin/package.json @@ -0,0 +1,21 @@ +{ + "name": "gremlin", + "version": "3.6.2", + "description": "Gremlin NodeJS package", + "main": "index.js", + "private": true, + "author": "aws-mediaent-sa-emea", + "license": "Apache-2.0", + "dependencies": { + "gremlin": "^3.7.1" + }, + "scripts": { + "pretest": "npm install", + "test": "echo \"layer wrapping latest gremlin package, skipping unit test.\"", + "build:clean": "rm -rf dist && mkdir -p dist/nodejs", + "build:copy": "cp -rv package.json dist/nodejs", + "build:install": "cd dist/nodejs && npm install --omit=dev", + "build": "npm-run-all -s build:clean build:copy build:install", + "zip": "cd dist && zip -rq" + } +} diff --git a/source/layers/image-process-lib/.gitignore b/source/layers/image-process-lib/.gitignore deleted file mode 100644 index f6c8819..0000000 --- a/source/layers/image-process-lib/.gitignore +++ /dev/null @@ -1,3 +0,0 @@ -#### Ignore image-process-lib/t folder -t/ - diff --git a/source/layers/image-process-lib/Dockerfile b/source/layers/image-process-lib/Dockerfile new file mode 100644 index 0000000..4de0a1a --- /dev/null +++ b/source/layers/image-process-lib/Dockerfile @@ -0,0 +1,67 @@ +# NodeJS v20 +##################################################################### +# +# Build Stage: build Canvas and PDF.JS packages +# +##################################################################### +FROM public.ecr.aws/lambda/nodejs:20 AS build + +# Dependencies to build perl and exiftool!! +RUN dnf install -y \ + make \ + automake \ + gcc \ + gcc-c++ \ + kernel-devel \ + wget \ + zip \ + tar + +# Build Perl5 from source code +RUN wget https://www.cpan.org/src/5.0/perl-5.36.0.tar.gz \ + && tar -xzf perl-5.36.0.tar.gz + +RUN cd perl-5.36.0 \ + && ./Configure -des \ + -Dprefix=/opt \ + -Dman1dir=none \ + -Dman3dir=none \ + -Dinstallusrbinperl \ + && make \ + && make install + +# Install exiftool +RUN wget https://github.com/exiftool/exiftool/archive/refs/tags/12.70.tar.gz -O exiftool.tar.gz \ + && tar -xzf exiftool.tar.gz \ + && mv -v ./exiftool-12.70/exiftool /opt/bin/ \ + && mv -v ./exiftool-12.70/lib /opt/bin/ + +RUN cp -L -v /lib64/{\ +libm.so.6,\ +libcrypt.so.2,\ +libc.so.6\ +} /opt/lib/ + +# Create Lambda Layer package +RUN \ +cd /opt && \ +zip -r /var/task/package.zip . && \ +echo "== Build stage completed ==" + +##################################################################### +# +# Release Stage: copy /opt/nodejs and /opt/lib +# +##################################################################### +FROM public.ecr.aws/lambda/nodejs:20 AS release + +# Copy packages from build +COPY --from=build /opt /opt +COPY --from=build /var/task/package.zip . + +# Copy test script to validate the package +COPY test.js dummy.png ${LAMBDA_TASK_ROOT} + +# Test exiftool with a dummy image +RUN node test.js dummy.png && \ +echo "== Release stage completed ==" diff --git a/source/layers/image-process-lib/amazon/linux2/libcrypt.so.1 b/source/layers/image-process-lib/amazon/linux2/libcrypt.so.1 deleted file mode 100755 index 2dcf69a..0000000 Binary files a/source/layers/image-process-lib/amazon/linux2/libcrypt.so.1 and /dev/null differ diff --git a/source/layers/image-process-lib/dummy.png b/source/layers/image-process-lib/dummy.png new file mode 100644 index 0000000..5c8a233 Binary files /dev/null and b/source/layers/image-process-lib/dummy.png differ diff --git a/source/layers/image-process-lib/exiftool/index.js b/source/layers/image-process-lib/exiftool/index.js deleted file mode 100644 index 43e57c9..0000000 --- a/source/layers/image-process-lib/exiftool/index.js +++ /dev/null @@ -1,184 +0,0 @@ -// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. -// SPDX-License-Identifier: Apache-2.0 - -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); -const PATH = require('path'); -const CHILD = require('child_process'); - -const CUSTOM_USER_AGENT = process.env.ENV_CUSTOM_USER_AGENT; -const EXPECTED_BUCKET_OWNER = process.env.ENV_EXPECTED_BUCKET_OWNER; - -class Exiftool { - constructor() { - this.$exif = undefined; - this.$preview = undefined; - this.$thumbnail = undefined; - } - - static GetConfiguration() { - const base = PATH.join(__dirname, '..'); - return { - LD_LIBRARY_PATH: PATH.join(base, 'amazon/linux2'), - EXIFTOOL: PATH.join(base, 't/exiftool/exiftool'), - PERL5LIB: [ - PATH.join(base, 't/lib'), - PATH.join(base, 't/lib/site_perl'), - ].join(':'), - PERL: PATH.join(base, 't/bin/perl'), - }; - } - - static get Constants() { - return { - CmdOpts: { - Exif: [ - '-json', - '-coordFormat', - '%d %d %.8f', - ], - Preview: [ - '-b', - '-PreviewImage', - ], - Thumbnail: [ - '-b', - '-ThumbnailImage', - ], - }, - }; - } - - get exif() { - return this.$exif; - } - - set exif(val) { - this.$exif = val; - } - - get preview() { - return this.$preview; - } - - set preview(val) { - this.$preview = val; - } - - get thumbnail() { - return this.$thumbnail; - } - - set thumbnail(val) { - this.$thumbnail = val; - } - - async extract(bucket, key) { - this.exif = await this.getExifInfo(bucket, key); - if (this.exif.PreviewImage) { - this.preview = await this.getPreviewImage(bucket, key); - } - if (this.exif.ThumbnailImage) { - this.thumbnail = await this.getThumbnailImage(bucket, key); - } - return { - exif: this.exif, - preview: this.preview, - thumbnail: this.thumbnail, - }; - } - - async getExifInfo(bucket, key) { - let exif = await this.command(bucket, key, Exiftool.Constants.CmdOpts.Exif); - exif = JSON.parse(exif).shift(); - /* removed fields that are not related to EXIF */ - const removed = Object.keys(exif).filter(x => - x.indexOf('File') === 0 || x.indexOf('Directory') === 0); - removed.forEach((x) => { - delete exif[x]; - }); - /* replace with boolean flag */ - exif.PreviewImage = !!exif.PreviewImage; - exif.ThumbnailImage = !!exif.ThumbnailImage; - return exif; - } - - async getPreviewImage(bucket, key) { - return this.command(bucket, key, Exiftool.Constants.CmdOpts.Preview) - .catch(() => undefined); - } - - async getThumbnailImage(bucket, key) { - return this.command(bucket, key, Exiftool.Constants.CmdOpts.Thumbnail) - .catch(() => undefined); - } - - async command(bucket, key, options) { - return new Promise((resolve, reject) => { - const config = Exiftool.GetConfiguration(); - const ldLibraryPath = [ - config.LD_LIBRARY_PATH, - process.env.LD_LIBRARY_PATH, - ].filter(x => x).join(':'); - - const defaults = { - cwd: undefined, - env: { - ...process.env, - LD_LIBRARY_PATH: ldLibraryPath, - PERL5LIB: config.PERL5LIB, - }, - stdio: [ - 'pipe', - undefined, - undefined, - ], - }; - - const params = [ - '-w', - config.EXIFTOOL, - ...options, - '-', - ]; - - const chunks = []; - const spawned = CHILD.spawn(config.PERL, params, defaults); - spawned.on('error', e => - reject(e)); - spawned.on('exit', code => ( - (code !== 0) - ? reject(new Error(`exiftool failed with exit code ${code}`)) - : resolve(Buffer.concat(chunks)))); - spawned.stdout.on('data', chunk => - chunks.push(chunk)); - - const readStream = this.getS3ReadStream(bucket, key); - readStream.on('error', e => - reject(e)); - readStream.pipe(spawned.stdio[0]); - }); - } - - getS3ReadStream(bucket, key) { - return (new AWS.S3({ - apiVersion: '2006-03-01', - computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - customUserAgent: CUSTOM_USER_AGENT, - })).getObject({ - Bucket: bucket, - Key: key, - ExpectedBucketOwner: EXPECTED_BUCKET_OWNER, - }).createReadStream(); - } -} - -module.exports = Exiftool; diff --git a/source/layers/image-process-lib/index.js b/source/layers/image-process-lib/index.js deleted file mode 100644 index abbe663..0000000 --- a/source/layers/image-process-lib/index.js +++ /dev/null @@ -1,23 +0,0 @@ -// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. -// SPDX-License-Identifier: Apache-2.0 - -const Jimp = require('jimp'); -const Exiftool = require('./exiftool'); - -/** - * WORKAROUND: JIMP 0.16.1 (0.9.6 doesn't have the issue.) - * jpeg-js decoder throws an error when maxMemoryUsageInMB > 512 - * Reference: https://github.com/oliver-moran/jimp/issues/915 - */ -const JpegDecoder = Jimp.decoders['image/jpeg']; -Jimp.decoders['image/jpeg'] = (data) => - JpegDecoder(data, { - maxResolutionInMP: 200, - maxMemoryUsageInMB: 2048, - }); - -module.exports = { - Jimp, - Exiftool, - ExiftoolConfig: Exiftool.GetConfiguration(), -}; diff --git a/source/layers/image-process-lib/package-lock.json b/source/layers/image-process-lib/package-lock.json deleted file mode 100644 index 2430fa3..0000000 --- a/source/layers/image-process-lib/package-lock.json +++ /dev/null @@ -1,3855 +0,0 @@ -{ - "name": "image-process-lib", - "version": "1.0.0", - "lockfileVersion": 2, - "requires": true, - "packages": { - "": { - "name": 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a/source/layers/image-process-lib/package.json b/source/layers/image-process-lib/package.json index 1f17b75..76247ab 100644 --- a/source/layers/image-process-lib/package.json +++ b/source/layers/image-process-lib/package.json @@ -1,33 +1,13 @@ { "name": "image-process-lib", - "version": "1.0.0", - "description": "media2cloud image process layer", + "version": "exiftool-12.70", + "description": "Perl5 and EXIFtool into a lambda layer", "main": "index.js", "private": true, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, - "license": "Apache-2.0", - "dependencies": { - "jimp": "^0.16.1" - }, + "dependencies": {}, "scripts": { - "pretest": "npm install", - "test": "echo \"image-process-lib layer wraps 3rd party packages, jimp and exiftool, skipping unit test.\"", - "perl:clean": "rm -rf t && mkdir -p t", - "perl:download": "wget -q --no-check-certificate https://github.com/aws-kens/perl5-lambda-amazon-linux-2/releases/download/v5.30.0-amazon-linux-2/perl5-5-30-amazon-linux-2-runtime.zip -O perl.zip", - "perl:install": "unzip -q perl.zip -d t/ && rm -r t/man && rm perl.zip", - "exiftool:clean": "rm -rf t/exiftool && mkdir -p t/exiftool", - "exiftool:download": "wget -q --no-check-certificate https://github.com/exiftool/exiftool/archive/refs/tags/12.30.tar.gz -O exiftool.tar.gz && tar zxf exiftool.tar.gz", - "exiftool:install": "mv exiftool-12.30/exiftool exiftool-12.30/lib t/exiftool && rm -rf exiftool-12.30/ exiftool.tar.gz", - "build:clean": "rm -rf dist && mkdir -p dist/nodejs/node_modules/image-process-lib", - "build:copy": "cp -r package.json index.js amazon exiftool t dist/nodejs/node_modules/image-process-lib", - "build:install": "cd dist/nodejs/node_modules/image-process-lib && npm install --omit=dev --omit=optional", - "build": "npm-run-all -s perl:clean perl:download perl:install exiftool:clean exiftool:download exiftool:install build:clean build:copy build:install", - "zip": "cd dist && zip -rq" + "test": "echo \"Wrapping Perl5 and EXIFtool runtimes. skipping unit test...\"" }, - "devDependencies": { - "npm-run-all": "*" - } + "author": "aws-mediaent-solutions", + "devDependencies": {} } diff --git a/source/layers/image-process-lib/test.js b/source/layers/image-process-lib/test.js new file mode 100644 index 0000000..6c561ca --- /dev/null +++ b/source/layers/image-process-lib/test.js @@ -0,0 +1,89 @@ +const CHILD = require('child_process'); +const FS = require('fs'); + +(async () => { + const file = process.argv[2]; + + let response = await new Promise((resolve, reject) => { + const readstream = FS.createReadStream(file); + + const options = { + cwd: undefined, + env: { + ...process.env, + PERL5LIB: [ + '/opt/lib', + '/opt/lib/site_perl', + ].join(':'), + }, + stdio: [ + 'pipe', + undefined, + undefined, + ], + }; + + const cmdlineOpts = [ + '-w', + '/opt/bin/exiftool', + '-json', + '-coordFormat', + '%d %d %.8f', + '-', + ]; + + const chunks = []; + const spawned = CHILD.spawn( + '/opt/bin/perl', + cmdlineOpts, + options + ); + + spawned.on('error', (e) => { + console.error( + '[ERR]:', + 'spawn.error:', + e + ); + reject(e); + }); + + spawned.on('exit', (code) => { + console.log( + '== spawned.exit ==' + ); + if (code !== 0) { + console.error( + '[ERR]:', + 'spawn.exit:', + 'code:', + code + ); + reject(new Error('exiftool returns non-zero')); + } + + resolve(Buffer.concat(chunks)); + }); + + spawned.stdout.on('data', (chunk) => { + console.log( + 'spawned.stdout.data:', + 'received:', + chunk.byteLength + ); + chunks.push(chunk); + }); + + console.log( + '== readstream.pipe to stdio ==' + ); + readstream.pipe(spawned.stdio[0]); + }); + + response = JSON.parse(response.toString()); + + console.log( + 'response', + JSON.stringify(response, null, 2) + ); +})(); diff --git a/source/layers/jimp/package-lock.json b/source/layers/jimp/package-lock.json new file mode 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a/source/layers/mediainfo/index.js b/source/layers/mediainfo/index.js index b581cfe..bf8dd2c 100644 --- a/source/layers/mediainfo/index.js +++ b/source/layers/mediainfo/index.js @@ -1,24 +1,36 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - console.log('aws-xray-sdk not loaded'); - return require('aws-sdk'); - } -})(); -const FS = require('fs'); -const PATH = require('path'); -const CHILD = require('child_process'); +const { + S3Client, + GetObjectCommand, +} = require('@aws-sdk/client-s3'); +const { + getSignedUrl, +} = require('@aws-sdk/s3-request-presigner'); +const { + StandardRetryStrategy, +} = require('@smithy/util-retry'); const { Parser, Builder, } = require('xml2js'); +const FS = require('fs'); +const PATH = require('path'); +const CHILD = require('child_process'); const CUSTOM_USER_AGENT = process.env.ENV_CUSTOM_USER_AGENT; +const MAX_ATTEMPTS = 4; + +const maxAttemptProvider = async () => + MAX_ATTEMPTS; + +const retryStrategyOptions = {}; + +const retryStrategy = new StandardRetryStrategy( + maxAttemptProvider, + retryStrategyOptions +); /** * @class MediaInfoError @@ -40,14 +52,6 @@ class MediaInfoError extends Error { */ class MediaInfoCommand { constructor(options) { - this.$s3 = new AWS.S3({ - apiVersion: '2006-03-01', - computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - customUserAgent: CUSTOM_USER_AGENT, - ...options, - }); this.$rawXml = undefined; this.$jsonData = undefined; } @@ -122,10 +126,6 @@ class MediaInfoCommand { }; } - get s3() { - return this.$s3; - } - get rawXml() { return this.$rawXml; } @@ -282,36 +282,55 @@ class MediaInfoCommand { * @param {object|string} params */ async presign(params) { - return new Promise((resolve, reject) => { - if (!params) { - reject(new Error('missing params')); - return; - } + if (!params) { + throw new Error('missing params'); + } - if (typeof params === 'string') { - if (MediaInfoCommand.isHttpProto(params)) { - resolve(MediaInfoCommand.escapeS3Character(params)); - return; - } - if (FS.existsSync(params)) { - resolve(params); - return; - } - reject(new Error(`invalid filename '${params}' not supported`)); - return; + if (typeof params === 'string') { + if (MediaInfoCommand.isHttpProto(params)) { + return MediaInfoCommand.escapeS3Character(params); } + if (FS.existsSync(params)) { + return params; + } + throw new Error(`invalid filename '${params}' not supported`); + } - if (typeof params === 'object' && (!params.Bucket || !params.Key)) { - reject(new Error(`missing Bucket and Key, ${JSON.stringify(params)}`)); - return; + if (typeof params === 'object' + && (!params.Bucket || !params.Key)) { + throw new Error(`missing Bucket and Key, ${JSON.stringify(params)}`); + } + + let s3Client = new S3Client({ + computeChecksums: true, + applyChecksum: true, + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy, + }); + + if (process.env.AWS_LAMBDA_FUNCTION_NAME !== undefined) { + try { + const { + captureAWSv3Client, + } = require('aws-xray-sdk-core'); + s3Client = captureAWSv3Client(s3Client); + } catch (e) { + console.log('aws-xray-sdk-core not loaded'); } + } - resolve(this.s3.getSignedUrl('getObject', { - Bucket: params.Bucket, - Key: params.Key, - Expires: 60 * 60 * 2, - })); + const command = new GetObjectCommand({ + Bucket: params.Bucket, + Key: params.Key, }); + + return getSignedUrl( + s3Client, + command, + { + expiresIn: 3600, + } + ); } /** @@ -385,7 +404,8 @@ class MediaInfoCommand { const modified = Object.assign({}, data); modified.mediaInfo.media.$.ref = ref; - for (let track of modified.mediaInfo.media.track) { + for (let i = 0; i < modified.mediaInfo.media.track.length; i++) { + const track = modified.mediaInfo.media.track[i]; if (track.completeName !== undefined) { track.completeName = ref; } @@ -403,7 +423,7 @@ class MediaInfoCommand { function camelCaseKey(k0, obj) { const k1 = (k0 === '_' || k0 === '$') ? k0 - : k0.replace(/^([A-Za-z])|^([\s-_.])+(\w)/g, (ignored, p1, p2) => + : k0.replace(/^([A-Za-z])|[\s-_.]{1,}(\w)/g, (ignored, p1, p2) => ((p2) ? p2.toUpperCase() : p1.toLowerCase())).replace(/[\s-_.]$/, ''); if (k1 !== k0) { obj[k1] = obj[k0]; @@ -436,7 +456,7 @@ class MediaInfoCommand { v1 = true; } else if (/^false$/i.test(v1)) { v1 = false; - } else if (/^[-|+]?\d+$/.test(v1) || /^[-|+]?\d+\.\d+$/.test(v1)) { + } else if (/^[-|+]{0,1}\d+$/.test(v1) || /^[-|+]{0,1}\d+\.\d+$/.test(v1)) { const num = Number.parseFloat(v1); if (num >= Number.MIN_SAFE_INTEGER && num <= Number.MAX_SAFE_INTEGER) { v1 = num; diff --git a/source/layers/mediainfo/index.spec.js b/source/layers/mediainfo/index.spec.js index dd8c623..6ae16dc 100644 --- a/source/layers/mediainfo/index.spec.js +++ b/source/layers/mediainfo/index.spec.js @@ -1,102 +1,105 @@ -/********************************************************************************************************************* - * Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. * - * * - * Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance * - * with the License. A copy of the License is located at * - * * - * http://www.apache.org/licenses/LICENSE-2.0 * - * * - * or in the 'license' file accompanying this file. This file is distributed on an 'AS IS' BASIS, WITHOUT WARRANTIES * - * OR CONDITIONS OF ANY KIND, express or implied. See the License for the specific language governing permissions * - * and limitations under the License. * - *********************************************************************************************************************/ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + beforeAll, + describe, + expect, +} = require('@jest/globals'); +const { + S3Client, + HeadObjectCommand, + ListObjectsV2Command, + GetObjectCommand, + PutObjectCommand, + DeleteObjectCommand, + GetObjectTaggingCommand, + PutObjectTaggingCommand, + RestoreObjectCommand, + CopyObjectCommand, +} = require('@aws-sdk/client-s3'); + +const { + mockClient, +} = require('aws-sdk-client-mock'); const { - MediaInfoError, MediaInfoCommand, - XBuilder + XBuilder, } = require('mediainfo'); -const AWS = require('aws-sdk-mock'); -const SDK = require('aws-sdk'); -AWS.setSDKInstance(SDK); const obj = { mediaInfo: { media: { $: { - ref: 'ref' + ref: 'ref', }, track: [ { $: { - type: 'General' + type: 'General', }, CompleteName: 'track1', FileNameExtension: 'ext', - FileExtension: 'ext' + FileExtension: 'ext', }, { $: { - type: 'Audio' + type: 'Audio', }, CompleteName: 'track2', FileNameExtension: 'ext', - FileExtension: 'ext' + FileExtension: 'ext', }, { $: { - type: 'NoVideoTest' + type: 'NoVideoTest', }, CompleteName: 'track3', FileNameExtension: 'ext', - FileExtension: 'ext' - } + FileExtension: 'ext', + }, ], testFlattenNum: [ '-1', - '2' + '2', ], testFlattenTrue: [ - 'true' + 'true', ], testFlattenFalse: [ 'true', - 'false' - ] - } - } + 'false', + ], + }, + }, }; const mockXml = (new XBuilder()).buildObject(obj); +const s3Mock = mockClient(S3Client); -jest.mock('child_process', () => { - return { - spawnSync: jest.fn(() => { - return { - stdout: mockXml, - status: 0 - }; - }) - }; -}); +jest.mock('@aws-sdk/s3-request-presigner', () => ({ + getSignedUrl: jest.fn(() => + 'url'), +})); -describe('Test MediaInfoError', () => { - const error = new MediaInfoError(); - expect(error.name).toBe('MediaInfoError'); - expect(error.message).toBe('1900 - unknown mediainfo error'); - expect(error.errorCode).toBe(1900); -}); +jest.mock('child_process', () => ({ + spawnSync: jest.fn(() => ({ + stdout: mockXml, + status: 0, + })), +})); describe('Test MediaInfoCommand', () => { beforeAll(() => { // Mute console.log output for internal functions console.log = jest.fn(); + console.error = jest.fn(); }); beforeEach(() => { - jest.resetModules() // Most important - it clears the cache - AWS.mock('S3', 'getSignedUrl', Promise.resolve('url')); + jest.resetModules(); // Most important - it clears the cache + s3Mock.reset(); }); afterEach(() => { - AWS.restore('S3'); }); test('Test analyze and miniData', async () => { @@ -109,27 +112,27 @@ describe('Test MediaInfoCommand', () => { let response = await mi.analyze({ Bucket: bucketName, - Key: key + Key: key, }); expect(response.mediaInfo.media.$.ref).toBe(ref); - expect(response.mediaInfo.media.track[0]['completeName']).toBe(ref); - expect(response.mediaInfo.media.track[0]['fileNameExtension']).toBe(ext); - expect(response.mediaInfo.media.track[0]['fileExtension']).toBe(ext); + expect(response.mediaInfo.media.track[0].completeName).toBe(ref); + expect(response.mediaInfo.media.track[0].fileNameExtension).toBe(ext); + expect(response.mediaInfo.media.track[0].fileExtension).toBe(ext); const http = `https://www.url.com/path.${ext}`; response = await mi.analyze(http); expect(response.mediaInfo.media.$.ref).toBe(http); - expect(response.mediaInfo.media.track[0]['completeName']).toBe(http); - expect(response.mediaInfo.media.track[0]['fileNameExtension']).toBe(ext); - expect(response.mediaInfo.media.track[0]['fileExtension']).toBe(ext); + expect(response.mediaInfo.media.track[0].completeName).toBe(http); + expect(response.mediaInfo.media.track[0].fileNameExtension).toBe(ext); + expect(response.mediaInfo.media.track[0].fileExtension).toBe(ext); - const path = './index.js'; + const path = './index.js'; response = await mi.analyze(path); expect(response.mediaInfo.media.$.ref).toBe(path); - expect(response.mediaInfo.media.track[0]['completeName']).toBe(path); - expect(response.mediaInfo.media.track[0]['fileNameExtension']).toBe('js'); - expect(response.mediaInfo.media.track[0]['fileExtension']).toBe('js'); + expect(response.mediaInfo.media.track[0].completeName).toBe(path); + expect(response.mediaInfo.media.track[0].fileNameExtension).toBe('js'); + expect(response.mediaInfo.media.track[0].fileExtension).toBe('js'); expect(response.mediaInfo.media.testFlattenNum).toBe(-1); expect(response.mediaInfo.media.testFlattenTrue).toBe(true); @@ -139,9 +142,6 @@ describe('Test MediaInfoCommand', () => { expect(response.container.length).toBeGreaterThan(0); expect(response.audio.length).toBeGreaterThan(0); expect(response.video.length).toBe(0); - - response = mi.others; - expect(response.length).toBe(1); }); test('Test presign', async () => { @@ -153,11 +153,11 @@ describe('Test MediaInfoCommand', () => { const fail = 'fail'; await mi.presign(fail).catch(error => { - expect(error.message).toBe(`invalid filename '${fail}' not supported`) + expect(error.message).toBe(`invalid filename '${fail}' not supported`); }); await mi.presign({}).catch(error => { expect(error.message).toBe('missing Bucket and Key, {}'); }); }); -}); \ No newline at end of file +}); diff --git a/source/layers/mediainfo/jest.config.js b/source/layers/mediainfo/jest.config.js index 70e3ac2..58d3251 100644 --- a/source/layers/mediainfo/jest.config.js +++ b/source/layers/mediainfo/jest.config.js @@ -1,8 +1,8 @@ module.exports = { - transform: { - '^.+\\.jsx?$': 'babel-jest', - }, - roots: [''], - testMatch: ['**/*.spec.js'], - coverageReporters: [['lcov', { projectRoot: '../../../' }], 'text'] -}; \ No newline at end of file + transform: { + '^.+\\.jsx?$': 'babel-jest', + }, + roots: [''], + testMatch: ['**/*.spec.js'], + coverageReporters: [['lcov', { projectRoot: '../../../' }], 'text'], +}; diff --git a/source/layers/mediainfo/package-lock.json b/source/layers/mediainfo/package-lock.json index 0ba0e6f..9417a59 100644 --- a/source/layers/mediainfo/package-lock.json +++ b/source/layers/mediainfo/package-lock.json @@ -1,7382 +1,1847 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"author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" + "author": "aws-mediaent-solutions", + "license": "ISC", + "dependencies": { + "xml2js": "^0.5.0" }, - "license": "Apache-2.0", - "dependencies": {}, "scripts": { "pretest": "npm install", "test": "jest --coverage --coverageDirectory=../../test/coverage-reports/jest/layers/mediainfo/", "build:clean": "rm -rf dist && mkdir -p dist/nodejs/node_modules/mediainfo", "build:copy": "cp -rv package.json index.js build-mediainfo.sh amazon dist/nodejs/node_modules/mediainfo", - "build:install": "cd dist/nodejs/node_modules/mediainfo && npm install --omit=dev --omit=optional", + "build:install": "cd dist/nodejs/node_modules/mediainfo && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" }, "devDependencies": { - "jest": "^29.3.1", - "aws-sdk": "2.831.0", - "aws-sdk-mock": "5.8.0" + "@aws-sdk/client-s3": "^3.468.0", + "@aws-sdk/s3-request-presigner": "^3.468.0", + "aws-sdk-client-mock": "^2.2.0" } } diff --git a/source/layers/pdf-lib/Dockerfile b/source/layers/pdf-lib/Dockerfile new file mode 100644 index 0000000..41c1979 --- /dev/null +++ b/source/layers/pdf-lib/Dockerfile @@ -0,0 +1,128 @@ +# NodeJS v20 +##################################################################### +# +# Build Stage: build Canvas and PDF.JS packages +# +##################################################################### +FROM public.ecr.aws/lambda/nodejs:20 AS build + +# Dependencies to build canvas from source +# node-pre-gyp requires Python3.6 and above. zip package to create the layer +RUN \ +dnf install -y \ + make \ + automake \ + gcc \ + gcc-c++ \ + kernel-devel \ + cairo-devel \ + libjpeg-turbo-devel \ + giflib-devel \ + pango-devel \ + pixman-devel \ + librsvg2-devel \ + python3 \ + zip + +# Set working directory to /opt/nodejs +RUN mkdir /opt/nodejs +WORKDIR /opt/nodejs + +# Update npm to the latest +# Build canvas from source and then install pdf.js package +# Fixing the path2d-polyfill version for CJS instead of ES syntax +RUN \ +npm install -g npm && \ +npm install canvas@v2.11.2 --build-from-source && \ +npm install path2d-polyfill@2.0.1 --omit=dev && \ +npm install pdfjs-dist@3.11.174 --omit=dev --omit=optional + +# Copy all dependencies required by canvas.node to /opt/lib/ +RUN \ +mkdir /opt/lib && \ +cp -L -v /lib64/{\ +libblkid.so.1,\ +libbz2.so.1,\ +libc.so.6,\ +libcairo.so.2,\ +libdl.so.2,\ +libexpat.so.1,\ +libffi.so.8,\ +libfontconfig.so.1,\ +libfreetype.so.6,\ +libfribidi.so.0,\ +libgcc_s.so.1,\ +libgdk_pixbuf-2.0.so.0,\ +libgif.so.7,\ +libgio-2.0.so.0,\ +libglib-2.0.so.0,\ +libgmodule-2.0.so.0,\ +libgobject-2.0.so.0,\ +libgraphite2.so.3,\ +libgthread-2.0.so.0,\ +libharfbuzz.so.0,\ +libjpeg.so.62,\ +liblzma.so.5,\ +libm.so.6,\ +libmount.so.1,\ +libpango-1.0.so.0,\ +libpangocairo-1.0.so.0,\ +libpangoft2-1.0.so.0,\ +libpcre2-8.so.0,\ +libpixman-1.so.0,\ +libpng16.so.16,\ +libpthread.so.0,\ +libresolv.so.2,\ +librsvg-2.so.2,\ +librt.so.1,\ +libselinux.so.1,\ +libstdc++.so.6,\ +libthai.so.0,\ +libxcb-render.so.0,\ +libxcb-shm.so.0,\ +libxcb.so.1,\ +libxml2.so.2,\ +libuuid.so.1,\ +libz.so.1,\ +libX11.so.6,\ +libXau.so.6,\ +libXext.so.6,\ +libXrender.so.1,\ +libbrotlicommon.so.1,\ +libbrotlidec.so.1,\ +libcairo-gobject.so.2,\ +libdatrie.so.1\ +} /opt/lib + +# libcroco-0.6.so.3,\ +# libEGL.so.1,\ +# libGL.so.1,\ +# libGLX.so.0,\ +# libGLdispatch.so.0,\ +# libICE.so.6,\ +# libSM.so.6,\ + +# Create Lambda Layer package +RUN \ +cd /opt && \ +zip -r /var/task/package.zip . && \ +echo "== Build stage completed ==" + +##################################################################### +# +# Release Stage: copy /opt/nodejs and /opt/lib +# +##################################################################### +FROM public.ecr.aws/lambda/nodejs:20 AS release + +# Copy packages from build +COPY --from=build /opt /opt +COPY --from=build /var/task/package.zip . + +# Copy test script to validate the package +COPY test.js dummy.pdf ./ + +# Test run to convert a PDF to JPG image +RUN \ +NODE_PATH=/opt/nodejs/node_modules node test.js dummy.pdf && \ +echo "== Release stage completed ==" diff --git a/source/layers/pdf-lib/dummy.pdf b/source/layers/pdf-lib/dummy.pdf new file mode 100644 index 0000000..774c2ea Binary files /dev/null and b/source/layers/pdf-lib/dummy.pdf differ diff --git a/source/layers/pdf-lib/package-lock.json b/source/layers/pdf-lib/package-lock.json deleted file mode 100644 index 1ec1238..0000000 --- a/source/layers/pdf-lib/package-lock.json +++ /dev/null @@ -1,1290 +0,0 @@ -{ - 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"build:clean": "rm -rf dist && mkdir -p dist/nodejs", - "build:copy": "cp -rv package.json dist/nodejs/", - "build:install": "cd dist/nodejs && npm install --omit=dev --omit=optional", - "build": "npm-run-all -s build:clean build:copy build:install", - "zip": "cd dist && zip -rq" + "test": "echo \"Error: no test specified\" && exit 1" }, - "devDependencies": {}, - "license": "Apache-2.0" + "author": "aws-mediaent-solutions", + "license": "ISC", + "dependencies": { + "canvas": "^2.11.2", + "pdfjs-dist": "^3.11.174", + "path2d-polyfill": "2.0.1" + } } diff --git a/source/layers/pdf-lib/test.js b/source/layers/pdf-lib/test.js new file mode 100644 index 0000000..680770a --- /dev/null +++ b/source/layers/pdf-lib/test.js @@ -0,0 +1,90 @@ +const PDF = require('pdfjs-dist/legacy/build/pdf'); +const Canvas = require('canvas'); +const FS = require('fs'); + +class NodeCanvasFactory { + create(w, h) { + if (!w || !h) { + throw new Error('invalid canvas size'); + } + const canvas = Canvas.createCanvas(w, h); + return { + canvas, + context: canvas.getContext('2d'), + }; + } + + reset(data, w, h) { + if (!data.canvas) { + throw new Error('canvas not specified'); + } + if (!data.canvas.width || !data.canvas.height) { + throw new Error('invalid canvas size'); + } + data.canvas.width = w; + data.canvas.height = h; + } + + destroy(data) { + if (data.canvas) { + data.canvas.width = 0; + data.canvas.height = 0; + data.canvas = undefined; + data.context = undefined; + } + } +} + +(async () => { + const file = process.argv[2]; + + const buffer = new Uint8Array(FS.readFileSync(file)); + const doc = await PDF.getDocument(buffer).promise; + console.log( + 'PDF.getDocument:', + 'numPages:', + doc.numPages, + 'fingerprint:', + doc.fingerprint + ); + + const pageNum = 1; + const page = await doc.getPage(pageNum); + + const viewport = page.getViewport({ + scale: 1.0, + }); + const factory = new NodeCanvasFactory(); + const data = factory.create( + viewport.width, + viewport.height + ); + await page.render({ + canvasContext: data.context, + viewport, + }).promise; + + const outFile = 'dummy.png'; + const instream = data.canvas.createPNGStream(); + + const chunks = []; + for await (const chunk of instream) { + chunks.push(chunk); + } + page.cleanup(); + + const buf = Buffer.concat(chunks); + FS.writeFileSync(outFile, buf); + + const response = { + page: pageNum, + width: viewport.width, + height: viewport.height, + image: outFile, + }; + + console.log( + 'response', + response + ); +})(); diff --git a/source/layers/service-backlog-lib/README.md b/source/layers/service-backlog-lib/README.md index 54aa659..ec63b10 100644 --- a/source/layers/service-backlog-lib/README.md +++ b/source/layers/service-backlog-lib/README.md @@ -79,7 +79,7 @@ await backlog.startLabelDetection(uniqueId, params); ``` -The backlog client library implements the following services / APIs; however, the Media2Cloud uses only a subset of the APIs, indicated in the _Enabled?_ field. +The backlog client library implements the following services / APIs; however, the Media2Cloud V3 solution uses only a subset of the APIs, indicated in the _Enabled?_ field. | Service | API | Comments | Enabled? | | :------ | :-- | :------- | :----------- | diff --git a/source/layers/service-backlog-lib/index.js b/source/layers/service-backlog-lib/index.js index ace91a1..0f2cdb8 100644 --- a/source/layers/service-backlog-lib/index.js +++ b/source/layers/service-backlog-lib/index.js @@ -12,8 +12,10 @@ const TextractBacklogJob = require('./lib/client/textract'); const TranscribeBacklogJob = require('./lib/client/transcribe'); const CustomBacklogJob = require('./lib/client/custom'); const AtomicLockTable = require('./lib/atomic-lock-table'); -const Retry = require('./lib/shared/retry'); const Environment = require('./lib/shared/defs'); +const xraysdkHelper = require('./lib/shared/xraysdkHelper'); +const retryStrategyHelper = require('./lib/shared/retryStrategyHelper'); +const Errors = require('./lib/shared/error'); module.exports = { BacklogTable, @@ -29,6 +31,8 @@ module.exports = { CustomBacklogJob, }, AtomicLockTable, - Retry, Environment, + xraysdkHelper, + retryStrategyHelper, + ...Errors, }; diff --git a/source/layers/service-backlog-lib/jest.config.js b/source/layers/service-backlog-lib/jest.config.js index a7a380b..ae793bf 100644 --- a/source/layers/service-backlog-lib/jest.config.js +++ b/source/layers/service-backlog-lib/jest.config.js @@ -1,10 +1,10 @@ module.exports = { - transform: { - '^.+\\.jsx?$': 'babel-jest', - }, - roots: [''], - testMatch: ['**/*.spec.js'], - coverageDirectory: "../../test/coverage-reports/jest/layers/service-backlog-lib/", - coverageReporters: [['lcov', { projectRoot: '../../' }], 'text'], - setupFiles: ['/setEnvVars.js'] -}; \ No newline at end of file + transform: { + '^.+\\.jsx?$': 'babel-jest', + }, + roots: [''], + testMatch: ['**/*.spec.js'], + coverageDirectory: '../../test/coverage-reports/jest/layers/service-backlog-lib/', + coverageReporters: [['lcov', { projectRoot: '../../' }], 'text'], + setupFiles: ['/setEnvVars.js'], +}; diff --git a/source/layers/service-backlog-lib/lib/atomic-lock-table/index.js b/source/layers/service-backlog-lib/lib/atomic-lock-table/index.js index b1bea4b..9b0c1f8 100644 --- a/source/layers/service-backlog-lib/lib/atomic-lock-table/index.js +++ b/source/layers/service-backlog-lib/lib/atomic-lock-table/index.js @@ -1,16 +1,13 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - console.log('aws-xray-sdk not loaded'); - return require('aws-sdk'); - } -})(); -const Retry = require('../shared/retry'); +const { + DynamoDBClient, + PutItemCommand, + UpdateItemCommand, + DeleteItemCommand, + ConditionalCheckFailedException, +} = require('@aws-sdk/client-dynamodb'); const { DynamoDB: { AtomicLock: DDB, @@ -21,11 +18,22 @@ const { }, }, } = require('../shared/defs'); +const xraysdkHelper = require('../shared/xraysdkHelper'); +const retryStrategyHelper = require('../shared/retryStrategyHelper'); +const { + marshalling, + unmarshalling, +} = require('../shared/ddbHelper'); +const { + M2CException, +} = require('../shared/error'); const TTL_MIN = 60; const TTL_MAX = 86400; // max for a day const TTL_DEFAULT = 3600; // lock for 1 hour +const MAX_ATTEMPTS = 10; + /** * Main table: name of the lock * | lockId (P) | @@ -39,7 +47,7 @@ class AtomicLockTable { static getTable() { if (!DDB.Name) { - throw new Error('missing environment variable'); + throw new M2CException('missing environment variable'); } return { name: DDB.Name, @@ -47,13 +55,6 @@ class AtomicLockTable { }; } - static getDocumentClient() { - return new AWS.DynamoDB.DocumentClient({ - apiVersion: '2012-08-10', - customUserAgent: CustomUserAgent, - }); - } - static async acquire(lockId, ttl = TTL_DEFAULT) { const ddb = AtomicLockTable.getTable(); const params = { @@ -68,7 +69,19 @@ class AtomicLockTable { }, }, }; - return AtomicLockTable.createItem(params); + + return AtomicLockTable.createItem(params) + .catch((e) => { + console.error( + 'ERR:', + 'AtomicLockTable.acquire:', + 'AtomicLockTable.createItem:', + e.$metadata.httpStatusCode, + e.name, + lockId + ); + throw e; + }); } static async release(lockId) { @@ -84,13 +97,23 @@ class AtomicLockTable { }, }, }; + return AtomicLockTable.deleteItem(params) - .then(() => true) + .then(() => + true) .catch((e) => { - if (e.code === 'ConditionalCheckFailedException') { + if (e instanceof ConditionalCheckFailedException) { return false; } - console.error(`ERR: AtomicLockTable.release: ${e.code}: ${e.message} (${lockId})`); + + console.error( + 'ERR:', + 'AtomicLockTable.release:', + 'AtomicLockTable.deleteItem:', + e.$metadata.httpStatusCode, + e.name, + lockId + ); throw e; }); } @@ -117,29 +140,82 @@ class AtomicLockTable { }, }; return AtomicLockTable.updateItem(params) - .then(() => true) + .then(() => + true) .catch((e) => { - if (e.code === 'ConditionalCheckFailedException') { + if (e instanceof ConditionalCheckFailedException) { return false; } - console.error(`ERR: AtomicLockTable.updateTTL: ${e.code}: ${e.message} (${lockId})`); + console.error( + 'ERR:', + 'AtomicLockTable.updateTTL:', + 'AtomicLockTable.updateItem:', + e.$metadata.httpStatusCode, + e.name, + lockId + ); throw e; }); } static async createItem(params) { - const db = AtomicLockTable.getDocumentClient(); - return Retry.run(db.put.bind(db), params, 10); + const marshalled = marshalling(params); + + const ddbClient = xraysdkHelper(new DynamoDBClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(MAX_ATTEMPTS), + })); + + const command = new PutItemCommand(marshalled); + + return ddbClient.send(command) + .then((res) => { + const unmarshalled = unmarshalling(res); + return { + ...unmarshalled, + $metadata: undefined, + }; + }); } static async deleteItem(params) { - const db = AtomicLockTable.getDocumentClient(); - return Retry.run(db.delete.bind(db), params, 10); + const marshalled = marshalling(params); + + const ddbClient = xraysdkHelper(new DynamoDBClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(MAX_ATTEMPTS), + })); + + const command = new DeleteItemCommand(marshalled); + + return ddbClient.send(command) + .then((res) => { + const unmarshalled = unmarshalling(res); + return { + ...unmarshalled, + $metadata: undefined, + }; + }); } static async updateItem(params) { - const db = AtomicLockTable.getDocumentClient(); - return Retry.run(db.update.bind(db), params, 10); + const marshalled = marshalling(params); + + const ddbClient = xraysdkHelper(new DynamoDBClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(MAX_ATTEMPTS), + })); + + const command = new UpdateItemCommand(marshalled); + + return ddbClient.send(command) + .then((res) => { + const unmarshalled = unmarshalling(res); + return { + ...unmarshalled, + $metadata: undefined, + }; + }); } } diff --git a/source/layers/service-backlog-lib/lib/backlog-table-stream/index.js b/source/layers/service-backlog-lib/lib/backlog-table-stream/index.js index bf18023..64f2dac 100644 --- a/source/layers/service-backlog-lib/lib/backlog-table-stream/index.js +++ b/source/layers/service-backlog-lib/lib/backlog-table-stream/index.js @@ -1,21 +1,19 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - console.log('aws-xray-sdk not loaded'); - return require('aws-sdk'); - } -})(); +const { + unmarshall, +} = require('@aws-sdk/util-dynamodb'); + const RekognitionBacklogJob = require('../client/rekognition'); const TranscribeBacklogJob = require('../client/transcribe'); const ComprehendBacklogJob = require('../client/comprehend'); const TextractBacklogJob = require('../client/textract'); const MediaConvertBacklogJob = require('../client/mediaconvert'); const CustomBacklogJob = require('../client/custom'); +const { + M2CException, +} = require('../shared/error'); const EVENT_SOURCE = 'aws:dynamodb'; const EVENT_INSERT = 'INSERT'; @@ -75,7 +73,7 @@ class BacklogTableStream { sanityCheck() { const record = ((this.event || {}).Records || [])[0] || {}; if (!record.dynamodb || record.eventSource !== EVENT_SOURCE) { - throw new Error('invalid record'); + throw new M2CException('invalid record'); } } @@ -90,7 +88,7 @@ class BacklogTableStream { if (this.eventName === EVENT_MODIFY) { return this.onMODIFY(); } - throw new Error(`invalid event, ${this.eventName}`); + throw new M2CException(`invalid event, ${this.eventName}`); } async onINSERT() { @@ -106,40 +104,34 @@ class BacklogTableStream { let instance; if (RekognitionBacklogJob.isService(serviceApi)) { instance = new RekognitionBacklogJob(); - } - else if (TranscribeBacklogJob.isService(serviceApi)) { + } else if (TranscribeBacklogJob.isService(serviceApi)) { instance = new TranscribeBacklogJob(); - } - else if (ComprehendBacklogJob.isService(serviceApi)) { + } else if (ComprehendBacklogJob.isService(serviceApi)) { instance = new ComprehendBacklogJob(); - } - else if (TextractBacklogJob.isService(serviceApi)) { + } else if (TextractBacklogJob.isService(serviceApi)) { instance = new TextractBacklogJob(); - } - else if (MediaConvertBacklogJob.isService(serviceApi)) { + } else if (MediaConvertBacklogJob.isService(serviceApi)) { instance = new MediaConvertBacklogJob(); - } - else if (CustomBacklogJob.isService(serviceApi)) { + } else if (CustomBacklogJob.isService(serviceApi)) { instance = new CustomBacklogJob(); } - else { - instance = undefined; - } + if (!instance) { return undefined; } + const jobs = await instance.fetchAndStartJobs(serviceApi, this.oldImage); console.log(`onREMOVE: ${jobs.started.length}/${jobs.notStarted.length}/${jobs.total} [Started/NotStarted/TotalInQueue]\n${JSON.stringify(jobs, null, 2)}`); return jobs; } unmarshallData() { - this.keys = AWS.DynamoDB.Converter.unmarshall(this.dynamodb.Keys); + this.keys = unmarshall(this.dynamodb.Keys); if (this.dynamodb.OldImage) { - this.oldImage = AWS.DynamoDB.Converter.unmarshall(this.dynamodb.OldImage); + this.oldImage = unmarshall(this.dynamodb.OldImage); } if (this.dynamodb.NewImage) { - this.newImage = AWS.DynamoDB.Converter.unmarshall(this.dynamodb.NewImage); + this.newImage = unmarshall(this.dynamodb.NewImage); } } } diff --git a/source/layers/service-backlog-lib/lib/backlog-table-stream/index.spec.js b/source/layers/service-backlog-lib/lib/backlog-table-stream/index.spec.js index cc44be8..fbe3fca 100644 --- a/source/layers/service-backlog-lib/lib/backlog-table-stream/index.spec.js +++ b/source/layers/service-backlog-lib/lib/backlog-table-stream/index.spec.js @@ -1,20 +1,12 @@ -/********************************************************************************************************************* - * Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. * - * * - * Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance * - * with the License. A copy of the License is located at * - * * - * http://www.apache.org/licenses/LICENSE-2.0 * - * * - * or in the 'license' file accompanying this file. This file is distributed on an 'AS IS' BASIS, WITHOUT WARRANTIES * - * OR CONDITIONS OF ANY KIND, express or implied. See the License for the specific language governing permissions * - * and limitations under the License. * - *********************************************************************************************************************/ -const BacklogTableStream = require('./index.js'); +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 +const { + beforeAll, + describe, + expect, +} = require('@jest/globals'); -const AWS = require('aws-sdk-mock'); -const SDK = require('aws-sdk'); -AWS.setSDKInstance(SDK); +const BacklogTableStream = require('./index'); const eventInsert = { Records: [ @@ -22,41 +14,42 @@ const eventInsert = { eventName: 'INSERT', eventSource: 'aws:dynamodb', dynamodb: { - Keys: 'keys', - OldImage: 'oldimage', - NewImage: 'newimage' - } - } - ] + Keys: {}, + OldImage: {}, + NewImage: {}, + }, + }, + ], }; + const eventModify = { Records: [ { eventName: 'MODIFY', eventSource: 'aws:dynamodb', dynamodb: { - Keys: 'keys', - OldImage: 'oldimage', - NewImage: 'newimage' - } - } - ] + Keys: {}, + OldImage: {}, + NewImage: {}, + }, + }, + ], }; + const eventRemove = { Records: [ { eventName: 'REMOVE', eventSource: 'aws:dynamodb', dynamodb: { - Keys: 'keys', - OldImage: 'oldimage', - NewImage: 'newimage' - } - } - ] + Keys: {}, + OldImage: {}, + NewImage: {}, + }, + }, + ], }; - describe('Test BacklogTableStream', () => { beforeAll(() => { // Mute console.log output for internal functions @@ -64,52 +57,41 @@ describe('Test BacklogTableStream', () => { }); beforeEach(() => { - jest.resetModules() // Most important - it clears the cache - AWS.mock('DynamoDB.Converter', 'unmarshall', Promise.resolve({ serviceApi: 'test' })); + jest.resetModules(); // Most important - it clears the cache }); afterEach(() => { - AWS.restore('DynamoDB.Converter'); - }); - - test('Test gets', () => { - const backlog = new BacklogTableStream({}, {}); - expect(backlog.context).toEqual({}); - expect(backlog.keys).toBeUndefined(); - expect(backlog.newImage).toBeUndefined(); - expect(() => { - backlog.sanityCheck(); - }).toThrow(Error); }); test('Test Event Insert', async () => { const backlog = new BacklogTableStream(eventInsert, {}); expect(await backlog.process()).toBe(undefined); - expect(backlog.eventName).toBe(eventInsert.Records[0]['eventName']); + expect(backlog.eventName).toBe(eventInsert.Records[0].eventName); }); test('Test Event Modify', async () => { const backlog = new BacklogTableStream(eventModify, {}); expect(await backlog.process()).toBe(undefined); - expect(backlog.eventName).toBe(eventModify.Records[0]['eventName']); + expect(backlog.eventName) + .toBe(eventModify.Records[0].eventName); }); test('Test Event Remove', async () => { const backlog = new BacklogTableStream(eventRemove, {}); - expect(await backlog.process()).toBe(undefined); + expect(await backlog.process()) + .toBe(undefined); }); test('Test Event Invalid', async () => { - eventModify.Records[0]['eventName'] = 'invalid'; + eventModify.Records[0].eventName = 'invalid'; const backlog = new BacklogTableStream(eventModify, {}); await backlog.process().catch(error => { - expect(error.message).toBe(`invalid event, ${eventModify.Records[0]['eventName']}`); + expect(error.message) + .toBe(`invalid event, ${eventModify.Records[0].eventName}`); }); }); }); - - diff --git a/source/layers/service-backlog-lib/lib/backlog-table/index.js b/source/layers/service-backlog-lib/lib/backlog-table/index.js index 711fbbd..92e61ad 100644 --- a/source/layers/service-backlog-lib/lib/backlog-table/index.js +++ b/source/layers/service-backlog-lib/lib/backlog-table/index.js @@ -1,16 +1,13 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - console.log('aws-xray-sdk not loaded'); - return require('aws-sdk'); - } -})(); -const Retry = require('../shared/retry'); +const { + DynamoDBClient, + QueryCommand, + DeleteItemCommand, + PutItemCommand, + UpdateItemCommand, +} = require('@aws-sdk/client-dynamodb'); const { DynamoDB: DDB, Solution: { @@ -19,11 +16,22 @@ const { }, }, } = require('../shared/defs'); +const xraysdkHelper = require('../shared/xraysdkHelper'); +const retryStrategyHelper = require('../shared/retryStrategyHelper'); +const { + marshalling, + unmarshalling, +} = require('../shared/ddbHelper'); +const { + M2CException, +} = require('../shared/error'); const TTL_MIN = 60; const TTL_MAX = 172800; const TTL_DEFAULT = 86400; +const MAX_ATTEMPTS = 10; + /** * Main table: id-serviceApi * | id (P) | serviceApi (S) | @@ -43,7 +51,7 @@ class BacklogTable { static getTable() { if (!DDB.Name) { - throw new Error('missing environment variable'); + throw new M2CException('missing environment variable'); } return { name: DDB.Name, @@ -54,7 +62,7 @@ class BacklogTable { static getStatusGSI() { if (!DDB.Name || !DDB.GSI.Status.Index) { - throw new Error('missing environment variable'); + throw new M2CException('missing environment variable'); } return { name: DDB.Name, @@ -66,7 +74,7 @@ class BacklogTable { static getJobIdGSI() { if (!DDB.Name || !DDB.GSI.JobId.Index) { - throw new Error('missing environment variable'); + throw new M2CException('missing environment variable'); } return { name: DDB.Name, @@ -75,41 +83,91 @@ class BacklogTable { }; } - static getDocumentClient() { - return new AWS.DynamoDB.DocumentClient({ - apiVersion: '2012-08-10', + static async createItem(params) { + const marshalled = marshalling(params); + + const ddbClient = xraysdkHelper(new DynamoDBClient({ customUserAgent: CustomUserAgent, - }); - } + retryStrategy: retryStrategyHelper(MAX_ATTEMPTS), + })); - static async createItem(params) { - const db = BacklogTable.getDocumentClient(); - return Retry.run(db.put.bind(db), params, 10); + const command = new PutItemCommand(marshalled); + + return ddbClient.send(command) + .then((res) => { + const unmarshalled = unmarshalling(res); + return { + ...unmarshalled, + $metadata: undefined, + }; + }); } static async updateItem(params) { - const db = BacklogTable.getDocumentClient(); - return Retry.run(db.update.bind(db), params, 10); + const marshalled = marshalling(params); + + const ddbClient = xraysdkHelper(new DynamoDBClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(MAX_ATTEMPTS), + })); + + const command = new UpdateItemCommand(marshalled); + + return ddbClient.send(command) + .then((res) => { + const unmarshalled = unmarshalling(res); + return { + ...unmarshalled, + $metadata: undefined, + }; + }); } static async deleteItem(params) { - const db = BacklogTable.getDocumentClient(); - return Retry.run(db.delete.bind(db), params, 10); + const marshalled = marshalling(params); + + const ddbClient = xraysdkHelper(new DynamoDBClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(MAX_ATTEMPTS), + })); + + const command = new DeleteItemCommand(marshalled); + + return ddbClient.send(command) + .then((res) => { + const unmarshalled = unmarshalling(res); + return { + ...unmarshalled, + $metadata: undefined, + }; + }); } static async queryItems(params, limit = 10) { - const db = BacklogTable.getDocumentClient(); - const fn = db.query.bind(db); + const marshalled = marshalling(params); + let lastEvaluatedKey; + let items = []; - let response; - const items = []; do { - response = await Retry.run(fn, { - ...params, - ExclusiveStartKey: (response || {}).LastEvaluatedKey, + const ddbClient = xraysdkHelper(new DynamoDBClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(MAX_ATTEMPTS), + })); + + const command = new QueryCommand({ + ...marshalled, + ExclusiveStartKey: lastEvaluatedKey, }); - items.splice(items.length, 0, ...response.Items); - } while (response.LastEvaluatedKey && items.length < limit); + + await ddbClient.send(command) + .then((res) => { + lastEvaluatedKey = res.LastEvaluatedKey; + + const unmarshalled = unmarshalling(res); + items = items.concat(unmarshalled.Items); + }); + } while (lastEvaluatedKey && items.length < limit); + return items; } } diff --git a/source/layers/service-backlog-lib/lib/client/backlogJob.js b/source/layers/service-backlog-lib/lib/client/backlogJob.js index 1b0def2..df3fe9e 100644 --- a/source/layers/service-backlog-lib/lib/client/backlogJob.js +++ b/source/layers/service-backlog-lib/lib/client/backlogJob.js @@ -3,10 +3,12 @@ const BacklogTable = require('../backlog-table'); const EBHelper = require('../shared/ebHelper'); -const Retry = require('../shared/retry'); const { Topic, } = require('../shared/defs'); +const { + M2CException, +} = require('../shared/error'); const STATUS_PENDING = 'PENDING'; const STATUS_PROCESSING = 'PROCESSING'; @@ -18,7 +20,7 @@ class BacklogJob { getServiceTopic() { if (!Topic.Arn || !Topic.RoleArn) { - throw new Error('missing environment variables'); + throw new M2CException('missing environment variables'); } return { RoleArn: Topic.RoleArn, @@ -51,7 +53,7 @@ class BacklogJob { const response = await BacklogTable.createItem(params) .then(() => params.Item) .catch((e) => { - console.error(`ERR: BacklogTable.createJobItem: ${e.code}: ${e.message} (${id}) (${status}) (${jobId})`); + console.error(`ERR: BacklogTable.createJobItem: ${e.name}: ${e.message} (${id}) (${status}) (${jobId})`); throw e; }); return EBHelper.send(response); @@ -89,7 +91,7 @@ class BacklogJob { const response = await BacklogTable.updateItem(params) .then(data => data.Attributes) .catch((e) => { - console.error(`ERR: BacklogTable.updateJobId: ${e.code}: ${e.message} (${item.id}) (${jobId})`); + console.error(`ERR: BacklogTable.updateJobId: ${e.name}: ${e.message} (${item.id}) (${jobId})`); throw e; }); return EBHelper.send(response); @@ -116,7 +118,7 @@ class BacklogJob { .then((data) => data.Attributes) .catch((e) => { - console.error(`ERR: BacklogTable.deleteJob: ${e.code}: ${e.message} (${item.id}) (${jobStatus}) (${jobId})`); + console.error(`ERR: BacklogTable.deleteJob: ${e.name}: ${e.message} (${item.id}) (${jobStatus}) (${jobId})`); throw e; }); return EBHelper.send({ @@ -185,15 +187,17 @@ class BacklogJob { let status; let jobId; if (response instanceof Error) { - if (this.noMoreQuotasException(response.code)) { + if (this.noMoreQuotasException(response.name)) { status = STATUS_PENDING; + // console.log(`${status} ${response.name}: ${response.message} (${id})`); } else { - console.error(`ERR: BacklogTable.startAndRegisterJob: ${response.code}: ${response.message} (${id})`); + console.error(`ERR: BacklogTable.startAndRegisterJob: ${response.name}: ${response.message} (${id})`); throw response; } } else { status = STATUS_PROCESSING; jobId = this.parseJobId(response); + // console.log(`${status} ${response.JobId} (${id})`); } return this.createJobItem( @@ -220,7 +224,7 @@ class BacklogJob { .catch(e => e); if (response instanceof Error) { - if (this.noMoreQuotasException(response.code)) { + if (this.noMoreQuotasException(response.name)) { return metrics; } // try next item @@ -231,7 +235,7 @@ class BacklogJob { response = await this.updateJobId(item, jobId) .catch(e => e); if (response instanceof Error) { - if (response.code === 'ConditionalCheckFailedException') { + if (response.name === 'ConditionalCheckFailedException') { metrics.started.push(item.id); } else { metrics.notStarted.push(item.id); @@ -243,20 +247,13 @@ class BacklogJob { return metrics; } - bindToFunc(serviceApi) { - throw new Error('subclass to implement bindToFunc'); - } - async startJob(serviceApi, serviceParams) { - const fn = this.bindToFunc(serviceApi); - if (!fn) { - throw new Error(`${serviceApi} not supported`); - } - return Retry.run(fn, serviceParams); + throw new M2CException('subclass to implement startJob'); } - noMoreQuotasException(code) { - return (code === 'LimitExceededException'); + noMoreQuotasException(name) { + return (name === 'LimitExceededException' + || name === 'ProvisionedThroughputExceededException'); } parseJobId(data) { diff --git a/source/layers/service-backlog-lib/lib/client/comprehend/index.js b/source/layers/service-backlog-lib/lib/client/comprehend/index.js index 6de83a9..7cec17c 100644 --- a/source/layers/service-backlog-lib/lib/client/comprehend/index.js +++ b/source/layers/service-backlog-lib/lib/client/comprehend/index.js @@ -1,15 +1,14 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 - -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - console.log('aws-xray-sdk not loaded'); - return require('aws-sdk'); - } -})(); +const { + ComprehendClient, + StartDocumentClassificationJobCommand, + StartDominantLanguageDetectionJobCommand, + StartEntitiesDetectionJobCommand, + StartKeyPhrasesDetectionJobCommand, + StartSentimentDetectionJobCommand, + StartTopicsDetectionJobCommand, +} = require('@aws-sdk/client-comprehend'); const { DataAccess, Solution: { @@ -18,6 +17,11 @@ const { }, }, } = require('../../shared/defs'); +const xraysdkHelper = require('../../shared/xraysdkHelper'); +const retryStrategyHelper = require('../../shared/retryStrategyHelper'); +const { + M2CException, +} = require('../../shared/error'); const BacklogJob = require('../backlogJob'); class ComprehendBacklogJob extends BacklogJob { @@ -84,31 +88,36 @@ class ComprehendBacklogJob extends BacklogJob { return Object.values(ComprehendBacklogJob.ServiceApis).indexOf(serviceApi) >= 0; } - getComprehendInstance() { - return new AWS.Comprehend({ - apiVersion: '2017-11-27', + async startJob(serviceApi, serviceParams) { + let command; + if (serviceApi === ComprehendBacklogJob.ServiceApis.StartDocumentClassificationJob) { + command = new StartDocumentClassificationJobCommand(serviceParams); + } else if (serviceApi === ComprehendBacklogJob.ServiceApis.StartDominantLanguageDetectionJob) { + command = new StartDominantLanguageDetectionJobCommand(serviceParams); + } else if (serviceApi === ComprehendBacklogJob.ServiceApis.StartEntitiesDetectionJob) { + command = new StartEntitiesDetectionJobCommand(serviceParams); + } else if (serviceApi === ComprehendBacklogJob.ServiceApis.StartKeyPhrasesDetectionJob) { + command = new StartKeyPhrasesDetectionJobCommand(serviceParams); + } else if (serviceApi === ComprehendBacklogJob.ServiceApis.StartSentimentDetectionJob) { + command = new StartSentimentDetectionJobCommand(serviceParams); + } else if (serviceApi === ComprehendBacklogJob.ServiceApis.StartTopicsDetectionJob) { + command = new StartTopicsDetectionJobCommand(serviceParams); + } else { + console.error( + 'ERR:', + 'ComprehendBacklogJob.startJob:', + 'not supported', + serviceApi + ); + throw new M2CException(`${serviceApi} not supported`); + } + + const comprehendClient = xraysdkHelper(new ComprehendClient({ customUserAgent: CustomUserAgent, - }); - } + retryStrategy: retryStrategyHelper(), + })); - bindToFunc(serviceApi) { - const comprehend = this.getComprehendInstance(); - switch (serviceApi) { - case ComprehendBacklogJob.ServiceApis.StartDocumentClassificationJob: - return comprehend.startDocumentClassificationJob.bind(comprehend); - case ComprehendBacklogJob.ServiceApis.StartDominantLanguageDetectionJob: - return comprehend.startDominantLanguageDetectionJob.bind(comprehend); - case ComprehendBacklogJob.ServiceApis.StartEntitiesDetectionJob: - return comprehend.startEntitiesDetectionJob.bind(comprehend); - case ComprehendBacklogJob.ServiceApis.StartKeyPhrasesDetectionJob: - return comprehend.startKeyPhrasesDetectionJob.bind(comprehend); - case ComprehendBacklogJob.ServiceApis.StartSentimentDetectionJob: - return comprehend.startSentimentDetectionJob.bind(comprehend); - case ComprehendBacklogJob.ServiceApis.StartTopicsDetectionJob: - return comprehend.startTopicsDetectionJob.bind(comprehend); - default: - return undefined; - } + return comprehendClient.send(command); } async startAndRegisterJob(id, serviceApi, params) { @@ -126,8 +135,8 @@ class ComprehendBacklogJob extends BacklogJob { return super.fetchAndStartJobs(serviceApi, previousJob); } - noMoreQuotasException(code) { - return (code === 'TooManyRequestsException'); + noMoreQuotasException(name) { + return (name === 'TooManyRequestsException'); } } diff --git a/source/layers/service-backlog-lib/lib/client/comprehend/index.spec.js b/source/layers/service-backlog-lib/lib/client/comprehend/index.spec.js index 9fd9b74..0d07da4 100644 --- a/source/layers/service-backlog-lib/lib/client/comprehend/index.spec.js +++ b/source/layers/service-backlog-lib/lib/client/comprehend/index.spec.js @@ -1,107 +1,237 @@ -/********************************************************************************************************************* - * Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. * - * * - * Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance * - * with the License. A copy of the License is located at * - * * - * http://www.apache.org/licenses/LICENSE-2.0 * - * * - * or in the 'license' file accompanying this file. This file is distributed on an 'AS IS' BASIS, WITHOUT WARRANTIES * - * OR CONDITIONS OF ANY KIND, express or implied. See the License for the specific language governing permissions * - * and limitations under the License. * - *********************************************************************************************************************/ -const ComprehendBacklogJob = require('./index.js'); -const AWS = require('aws-sdk-mock'); -const SDK = require('aws-sdk'); -AWS.setSDKInstance(SDK); - -jest.mock('../../shared/retry', () => { - return { - run: jest.fn((fn, params) => { - return Promise.resolve({ jobId: params.jobId }); - }) - }; -}); - +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + beforeAll, + describe, + expect, +} = require('@jest/globals'); +const { + DynamoDBClient, + PutItemCommand, +} = require('@aws-sdk/client-dynamodb'); +const { + marshall, +} = require('@aws-sdk/util-dynamodb'); +const { + EventBridgeClient, + PutEventsCommand, +} = require('@aws-sdk/client-eventbridge'); +const { + mockClient, +} = require('aws-sdk-client-mock'); +const { + ComprehendClient, + StartDocumentClassificationJobCommand, + StartDominantLanguageDetectionJobCommand, + StartEntitiesDetectionJobCommand, + StartKeyPhrasesDetectionJobCommand, + StartSentimentDetectionJobCommand, + StartTopicsDetectionJobCommand, +} = require('@aws-sdk/client-comprehend'); + +const ComprehendBacklogJob = require('./index'); + +const ddbMock = mockClient(DynamoDBClient); +const comprehendMock = mockClient(ComprehendClient); +const eventbridgeMock = mockClient(EventBridgeClient); describe('Test ComprehendBacklogJob', () => { beforeAll(() => { // Mute console.log output for internal functions console.log = jest.fn(); + console.error = jest.fn(); + eventbridgeMock.on(PutEventsCommand) + .resolves('sent'); }); beforeEach(() => { - jest.resetModules() // Most important - it clears the cache - AWS.mock('DynamoDB.Converter', 'unmarshall', Promise.resolve({ serviceApi: 'test' })); + jest.resetModules(); // Most important - it clears the cache + ddbMock.reset(); + comprehendMock.reset(); }); afterEach(() => { - AWS.restore('DynamoDB.Converter'); }); test('Test startDocumentClassificationJob', async () => { - const comprehendJob = new ComprehendBacklogJob(); - const params = { - jobId: 'testDocClassification' + const serviceApi = ComprehendBacklogJob.ServiceApis.StartDocumentClassificationJob; + const serviceParams = { + jobId: 'testDocClassification', }; - const response = await comprehendJob.startDocumentClassificationJob('id', params); - expect(response.serviceApi).toBe(ComprehendBacklogJob.ServiceApis.StartDocumentClassificationJob); - expect(response.serviceParams.jobId).toBe(params.jobId); + const startJobResponse = { + serviceApi, + serviceParams, + }; + + comprehendMock.on(StartDocumentClassificationJobCommand) + .resolves(startJobResponse); + + const tableResponse = marshall(startJobResponse); + ddbMock.on(PutItemCommand) + .resolves(tableResponse); + + const comprehendJob = new ComprehendBacklogJob(); + const response = await comprehendJob.startDocumentClassificationJob( + 'id', + serviceParams + ); + + expect(response.serviceApi) + .toBe(serviceApi); + + expect(response.serviceParams.jobId) + .toBe(serviceParams.jobId); }); test('Test startDominantLanguageDetectionJob', async () => { - const comprehendJob = new ComprehendBacklogJob(); - const params = { - jobId: 'testDominantLang' + const serviceApi = ComprehendBacklogJob.ServiceApis.StartDominantLanguageDetectionJob; + const serviceParams = { + jobId: 'testDominantLang', }; - const response = await comprehendJob.startDominantLanguageDetectionJob('id', params); - expect(response.serviceApi).toBe(ComprehendBacklogJob.ServiceApis.StartDominantLanguageDetectionJob); - expect(response.serviceParams.jobId).toBe(params.jobId); + const startJobResponse = { + serviceApi, + serviceParams, + }; + comprehendMock.on(StartDominantLanguageDetectionJobCommand) + .resolves(startJobResponse); + + const tableResponse = marshall(startJobResponse); + ddbMock.on(PutItemCommand) + .resolves(tableResponse); + + const comprehendJob = new ComprehendBacklogJob(); + const response = await comprehendJob.startDominantLanguageDetectionJob( + 'id', + serviceParams + ); + + expect(response.serviceApi) + .toBe(serviceApi); + + expect(response.serviceParams.jobId) + .toBe(serviceParams.jobId); }); test('Test startEntitiesDetectionJob', async () => { - const comprehendJob = new ComprehendBacklogJob(); - const params = { - jobId: 'testEntitiesDetect' + const serviceApi = ComprehendBacklogJob.ServiceApis.StartEntitiesDetectionJob; + const serviceParams = { + jobId: 'testEntitiesDetect', }; - const response = await comprehendJob.startEntitiesDetectionJob('id', params); - expect(response.serviceApi).toBe(ComprehendBacklogJob.ServiceApis.StartEntitiesDetectionJob); - expect(response.serviceParams.jobId).toBe(params.jobId); + const startJobResponse = { + serviceApi, + serviceParams, + }; + comprehendMock.on(StartEntitiesDetectionJobCommand) + .resolves(startJobResponse); + + const tableResponse = marshall(startJobResponse); + ddbMock.on(PutItemCommand) + .resolves(tableResponse); + + const comprehendJob = new ComprehendBacklogJob(); + const response = await comprehendJob.startEntitiesDetectionJob( + 'id', + serviceParams + ); + + expect(response.serviceApi) + .toBe(serviceApi); + + expect(response.serviceParams.jobId) + .toBe(serviceParams.jobId); }); test('Test startKeyPhrasesDetectionJob', async () => { - const comprehendJob = new ComprehendBacklogJob(); - const params = { - jobId: 'testKeyPhrase' + const serviceApi = ComprehendBacklogJob.ServiceApis.StartKeyPhrasesDetectionJob; + const serviceParams = { + jobId: 'testKeyPhrases', + }; + + const startJobResponse = { + serviceApi, + serviceParams, }; + comprehendMock.on(StartKeyPhrasesDetectionJobCommand) + .resolves(startJobResponse); + + const tableResponse = marshall(startJobResponse); + ddbMock.on(PutItemCommand) + .resolves(tableResponse); + + const comprehendJob = new ComprehendBacklogJob(); + const response = await comprehendJob.startKeyPhrasesDetectionJob( + 'id', + serviceParams + ); + + expect(response.serviceApi) + .toBe(serviceApi); - const response = await comprehendJob.startKeyPhrasesDetectionJob('id', params); - expect(response.serviceApi).toBe(ComprehendBacklogJob.ServiceApis.StartKeyPhrasesDetectionJob); - expect(response.serviceParams.jobId).toBe(params.jobId); + expect(response.serviceParams.jobId) + .toBe(serviceParams.jobId); }); test('Test startSentimentDetectionJob', async () => { - const comprehendJob = new ComprehendBacklogJob(); - const params = { - jobId: 'testSentimentDetect' + const serviceApi = ComprehendBacklogJob.ServiceApis.StartSentimentDetectionJob; + const serviceParams = { + jobId: 'testSentimentDetect', }; - const response = await comprehendJob.startSentimentDetectionJob('id', params); - expect(response.serviceApi).toBe(ComprehendBacklogJob.ServiceApis.StartSentimentDetectionJob); - expect(response.serviceParams.jobId).toBe(params.jobId); + const startJobResponse = { + serviceApi, + serviceParams, + }; + comprehendMock.on(StartSentimentDetectionJobCommand) + .resolves(startJobResponse); + + const tableResponse = marshall(startJobResponse); + ddbMock.on(PutItemCommand) + .resolves(tableResponse); + + const comprehendJob = new ComprehendBacklogJob(); + const response = await comprehendJob.startSentimentDetectionJob( + 'id', + serviceParams + ); + + expect(response.serviceApi) + .toBe(serviceApi); + + expect(response.serviceParams.jobId) + .toBe(serviceParams.jobId); }); test('Test startTopicsDetectionJob', async () => { - const comprehendJob = new ComprehendBacklogJob(); - const params = { - jobId: 'testTopicDetect' + const serviceApi = ComprehendBacklogJob.ServiceApis.StartTopicsDetectionJob; + const serviceParams = { + jobId: 'testTopicDetect', + }; + + const startJobResponse = { + serviceApi, + serviceParams, }; + comprehendMock.on(StartTopicsDetectionJobCommand) + .resolves(startJobResponse); - const response = await comprehendJob.startTopicsDetectionJob('id', params); - expect(response.serviceApi).toBe(ComprehendBacklogJob.ServiceApis.StartTopicsDetectionJob); - expect(response.serviceParams.jobId).toBe(params.jobId); + const tableResponse = marshall(startJobResponse); + ddbMock.on(PutItemCommand) + .resolves(tableResponse); + + const comprehendJob = new ComprehendBacklogJob(); + const response = await comprehendJob.startTopicsDetectionJob( + 'id', + serviceParams + ); + + expect(response.serviceApi) + .toBe(serviceApi); + + expect(response.serviceParams.jobId) + .toBe(serviceParams.jobId); }); -}); \ No newline at end of file +}); diff --git a/source/layers/service-backlog-lib/lib/client/custom/index.js b/source/layers/service-backlog-lib/lib/client/custom/index.js index 8d9206d..29f7762 100644 --- a/source/layers/service-backlog-lib/lib/client/custom/index.js +++ b/source/layers/service-backlog-lib/lib/client/custom/index.js @@ -1,21 +1,27 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - console.log('aws-xray-sdk not loaded'); - return require('aws-sdk'); - } -})(); +const { + SFNClient, + StartExecutionCommand, +} = require('@aws-sdk/client-sfn'); +const { + RekognitionClient, + StopProjectVersionCommand, +} = require('@aws-sdk/client-rekognition'); const BacklogJob = require('../backlogJob'); const BacklogTable = require('../../backlog-table'); const AtomicLockTable = require('../../atomic-lock-table'); -const Retry = require('../../shared/retry'); const Environment = require('../../shared/defs'); +const xraysdkHelper = require('../../shared/xraysdkHelper'); +const retryStrategyHelper = require('../../shared/retryStrategyHelper'); +const { + M2CException, +} = require('../../shared/error'); +const REGION = process.env.AWS_REGION; +const CUSTOM_USER_AGENT = Environment.Solution.Metrics.CustomUserAgent; +const BACKLOG_REKOG_CL_STATEMACHINE_NAME = Environment.StateMachines.BacklogCustomLabels; const STATUS_PENDING = 'PENDING'; class CustomBacklogJob extends BacklogJob { @@ -39,10 +45,11 @@ class CustomBacklogJob extends BacklogJob { async startJob(serviceApi, serviceParams) { if (serviceApi !== CustomBacklogJob.ServiceApis.StartCustomLabelsDetection) { - throw new Error(`${serviceApi} not supported`); + throw new M2CException(`${serviceApi} not supported`); } /* #1: acquire lock */ await AtomicLockTable.acquire(serviceParams.input.projectVersionArn); + /* #2: start execution */ return this.startExecution(serviceParams) .catch(async (e) => { @@ -58,9 +65,9 @@ class CustomBacklogJob extends BacklogJob { return item; } - noMoreQuotasException(code) { + noMoreQuotasException(name) { /* only handle the atomic lock exception */ - return (code === 'ConditionalCheckFailedException'); + return (name === 'ConditionalCheckFailedException'); } /* query filtered by projectVersionArn */ @@ -104,17 +111,19 @@ class CustomBacklogJob extends BacklogJob { notStarted: [], total: items.length, }; + /* no more item, stop custom labels model */ if (!items.length && previousJob.serviceParams.input.projectVersionArn) { await CustomBacklogJob.stopProjectVersion(previousJob.serviceParams.input.projectVersionArn); } + while (items.length) { const item = items.shift(); const response = await this.startJob(item.serviceApi, item.serviceParams) .catch(e => e); if (response instanceof Error) { /* fail to acquire lock, break */ - if (this.noMoreQuotasException(response.code)) { + if (this.noMoreQuotasException(response.name)) { break; } /* try next item if fails to start state machine */ @@ -123,7 +132,9 @@ class CustomBacklogJob extends BacklogJob { } /* if started, break the loop anyway */ await this.updateJobId(item, response.JobId) - .catch(() => undefined); + .catch(() => + undefined); + metrics.started.push(item.id); break; } @@ -134,38 +145,51 @@ class CustomBacklogJob extends BacklogJob { const accountId = serviceParams.input.projectVersionArn.split(':')[4]; const stateMachineArn = [ 'arn:aws:states', - process.env.AWS_REGION, + REGION, accountId, 'stateMachine', - Environment.StateMachines.BacklogCustomLabels, + BACKLOG_REKOG_CL_STATEMACHINE_NAME, ].join(':'); - const params = { + + const stepfunctionClient = xraysdkHelper(new SFNClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new StartExecutionCommand({ stateMachineArn, input: JSON.stringify(serviceParams), name: serviceParams.jobTag, - }; - const step = new AWS.StepFunctions({ - apiVersion: '2016-11-23', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, }); - const fn = step.startExecution.bind(step); - return Retry.run(fn, params) - .then(data => ({ - JobId: data.executionArn, + + return stepfunctionClient.send(command) + .then((res) => ({ + JobId: res.executionArn, })); } static async stopProjectVersion(projectVersionArn) { - const params = { + const rekognitionClient = xraysdkHelper(new RekognitionClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new StopProjectVersionCommand({ ProjectVersionArn: projectVersionArn, - }; - const rekog = new AWS.Rekognition({ - rekognition: '2016-06-27', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, }); - const fn = rekog.stopProjectVersion.bind(rekog); - return Retry.run(fn, params) - .catch(e => e); + + return rekognitionClient.send(command) + .catch((e) => { + console.error( + 'ERR:', + 'CustomBacklogJob.stopProjectVersion:', + 'StopProjectVersionCommand:', + e.$metadata.httpStatusCode, + e.name, + projectVersionArn + ); + return e; + }); } static async updateTTL(lockId, ttl) { diff --git a/source/layers/service-backlog-lib/lib/client/custom/index.spec.js b/source/layers/service-backlog-lib/lib/client/custom/index.spec.js index e94a7ef..c994bee 100644 --- a/source/layers/service-backlog-lib/lib/client/custom/index.spec.js +++ b/source/layers/service-backlog-lib/lib/client/custom/index.spec.js @@ -1,107 +1,203 @@ -/********************************************************************************************************************* - * Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. * - * * - * Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance * - * with the License. A copy of the License is located at * - * * - * http://www.apache.org/licenses/LICENSE-2.0 * - * * - * or in the 'license' file accompanying this file. This file is distributed on an 'AS IS' BASIS, WITHOUT WARRANTIES * - * OR CONDITIONS OF ANY KIND, express or implied. See the License for the specific language governing permissions * - * and limitations under the License. * - *********************************************************************************************************************/ -const CustomBacklogJob = require('./index.js'); -const Retry = require('../../shared/retry'); -const AWS = require('aws-sdk-mock'); -const SDK = require('aws-sdk'); -AWS.setSDKInstance(SDK); - -const mockItems = [ - { - serviceApi: CustomBacklogJob.ServiceApis.StartCustomLabelsDetection, - serviceParams: { - jobId: 'jobid' - }, - id: 'itemId' - } -]; -const mockResponseItems = jest.fn((fn, params) => { - const response = { - jobId: params.jobId, - Items: mockItems - }; - return Promise.resolve(response); -}); -const mockResponseNoItems = jest.fn((fn, params) => { - const response = { - jobId: params.jobId, - Items: [] - }; - return Promise.resolve(response); -}); -const mockUpdateDeleteItem = jest.fn((fn, params) => { - return Promise.resolve(params); -}); -const mockUpdateItemReject = jest.fn((fn, params) => { - return Promise.reject({ code: 'ConditionalCheckFailedException' }); -}); +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 -jest.mock('../../shared/retry', () => { - return { - run: null - }; -}); +const { + beforeAll, + describe, + expect, +} = require('@jest/globals'); +const { + DynamoDBClient, + PutItemCommand, + DeleteItemCommand, + QueryCommand, + UpdateItemCommand, +} = require('@aws-sdk/client-dynamodb'); +const { + marshall, +} = require('@aws-sdk/util-dynamodb'); +const { + EventBridgeClient, + PutEventsCommand, +} = require('@aws-sdk/client-eventbridge'); +const { + mockClient, +} = require('aws-sdk-client-mock'); +const { + SFNClient, + StartExecutionCommand, +} = require('@aws-sdk/client-sfn'); +const { + RekognitionClient, + StopProjectVersionCommand, +} = require('@aws-sdk/client-rekognition'); + +const CustomBacklogJob = require('./index'); +const ddbMock = mockClient(DynamoDBClient); +const rekognitionMock = mockClient(RekognitionClient); +const stepMock = mockClient(SFNClient); +const eventbridgeMock = mockClient(EventBridgeClient); describe('Test CustomBacklogJob', () => { beforeAll(() => { // Mute console.log output for internal functions console.log = jest.fn(); + console.error = jest.fn(); }); beforeEach(() => { - jest.resetModules() // Most important - it clears the cache - AWS.mock('DynamoDB.Converter', 'unmarshall', Promise.resolve({ serviceApi: 'test' })); + jest.resetModules(); // Most important - it clears the cache + ddbMock.reset(); + rekognitionMock.reset(); + stepMock.reset(); + eventbridgeMock.reset(); }); afterEach(() => { - AWS.restore('DynamoDB.Converter'); jest.clearAllMocks(); }); test('Test startCustomLabelsDetection', async () => { - const customJob = new CustomBacklogJob(); - const params = { + const serviceApi = CustomBacklogJob.ServiceApis.StartCustomLabelsDetection; + const serviceParams = { jobId: 'testCustomLabels', input: { - projectVersionArn: 'arn' - } + projectVersionArn: 'arn:part:service:region:account:testArn', + }, }; - Retry.run = mockResponseItems; - const response = await customJob.startCustomLabelsDetection('id', params); - expect(response.serviceApi).toBe(CustomBacklogJob.ServiceApis.StartCustomLabelsDetection); - expect(response.serviceParams.jobId).toBe(params.jobId); + const startJobResponse = { + serviceApi, + serviceParams, + }; + const tableResponse = marshall(startJobResponse); + ddbMock.on(PutItemCommand) + .resolves(tableResponse); + + ddbMock.on(DeleteItemCommand) + .resolves({}); + + stepMock.on(StartExecutionCommand) + .resolves({ + executionArn: serviceParams.jobId, + }); + + eventbridgeMock.on(PutEventsCommand) + .resolves('sent'); + + const customJob = new CustomBacklogJob(); + const response = await customJob.startCustomLabelsDetection( + 'id', + serviceParams + ); + + expect(response.serviceApi) + .toBe(serviceApi); + + expect(response.serviceParams.jobId) + .toBe(serviceParams.jobId); }); - test('Test fetchAndStartJobs', async () => { + test('Test fetchAndStartJobs with one queued item', async () => { + const serviceApi = CustomBacklogJob.ServiceApis.StartCustomLabelsDetection; + const serviceParams = { + jobId: 'testCustomLabels', + input: { + projectVersionArn: 'arn:part:service:region:account:testArn', + }, + }; + + const prev = { + id: 'itemId', + serviceParams, + }; + + const queryResponse = { + Items: [ + marshall({ + ...prev, + serviceApi, + }), + ], + }; + + const startJobResponse = { + serviceApi, + serviceParams, + }; + + const tableResponse = marshall(startJobResponse); + ddbMock.on(PutItemCommand) + .resolves(tableResponse); + + ddbMock.on(DeleteItemCommand) + .resolves({}); + + ddbMock.on(QueryCommand) + .resolves(queryResponse); + + ddbMock.on(UpdateItemCommand) + .resolves({}); + + stepMock.on(StartExecutionCommand) + .resolves({ + executionArn: serviceParams.jobId, + }); + + eventbridgeMock.on(PutEventsCommand) + .resolves('sent'); + const customJob = new CustomBacklogJob(); + + const response = await customJob.fetchAndStartJobs( + serviceApi, + prev + ); + + expect(response.started[0]) + .toBe(prev.id); + + expect(response.total) + .toBe(queryResponse.Items.length); + }); + + test('Test fetchAndStartJobs with no item', async () => { + const serviceApi = CustomBacklogJob.ServiceApis.StartCustomLabelsDetection; + const serviceParams = { + jobId: 'testCustomLabels', + input: { + projectVersionArn: 'arn:part:service:region:account:testArn', + }, + }; + const prev = { - serviceParams: { - input: { - projectVersionArn: 'arn' - } - } + id: 'itemId', + serviceParams, + }; + + const queryResponse = { + Items: [], }; - Retry.run = mockResponseItems; - let response = await customJob.fetchAndStartJobs(CustomBacklogJob.ServiceApis.StartCustomLabelsDetection, prev); - expect(response.notStarted[0]).toBe(mockItems[0]['id']); - expect(response.total).toBe(mockItems.length); + rekognitionMock.on(StopProjectVersionCommand) + .resolves({}); - Retry.run = mockResponseNoItems; - response = await customJob.fetchAndStartJobs(CustomBacklogJob.ServiceApis.StartCustomLabelsDetection, prev); - expect(response.total).toBe(0); + ddbMock.on(QueryCommand) + .resolves(queryResponse); + + eventbridgeMock.on(PutEventsCommand) + .resolves('sent'); + + const customJob = new CustomBacklogJob(); + + const response = await customJob.fetchAndStartJobs( + serviceApi, + prev + ); + + expect(response.total) + .toBe(0); }); test('Test AtomicLockTable functions', async () => { @@ -109,18 +205,24 @@ describe('Test CustomBacklogJob', () => { const item = { serviceParams: { input: { - projectVersionArn: 'beforeDeleteJob' - } - } + projectVersionArn: 'beforeDeleteJob', + }, + }, }; - Retry.run = mockUpdateDeleteItem; + ddbMock.on(DeleteItemCommand) + .resolves({}); + + ddbMock.on(UpdateItemCommand) + .resolves({}); + let response = await customJob.beforeDeleteJob(item, ''); - expect(response.serviceParams.input.projectVersionArn).toBe(item.serviceParams.input.projectVersionArn); - expect(await CustomBacklogJob.updateTTL('updateTTL', 10)).toBe(true); + expect(response.serviceParams.input.projectVersionArn) + .toBe(item.serviceParams.input.projectVersionArn); + + response = await CustomBacklogJob.updateTTL('updateTTL', 10); - Retry.run = mockUpdateItemReject; - expect(await CustomBacklogJob.updateTTL('updateTTL', 10)).toBe(false); + expect(response).toBe(true); }); -}); \ No newline at end of file +}); diff --git a/source/layers/service-backlog-lib/lib/client/index.spec.js b/source/layers/service-backlog-lib/lib/client/index.spec.js index 3ef2f1f..f242134 100644 --- a/source/layers/service-backlog-lib/lib/client/index.spec.js +++ b/source/layers/service-backlog-lib/lib/client/index.spec.js @@ -1,17 +1,36 @@ -/********************************************************************************************************************* - * Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. * - * * - * Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance * - * with the License. A copy of the License is located at * - * * - * http://www.apache.org/licenses/LICENSE-2.0 * - * * - * or in the 'license' file accompanying this file. This file is distributed on an 'AS IS' BASIS, WITHOUT WARRANTIES * - * OR CONDITIONS OF ANY KIND, express or implied. See the License for the specific language governing permissions * - * and limitations under the License. * - *********************************************************************************************************************/ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + beforeAll, + describe, + expect, +} = require('@jest/globals'); +const { + DynamoDBClient, + QueryCommand, + PutItemCommand, + UpdateItemCommand, + DeleteItemCommand, +} = require('@aws-sdk/client-dynamodb'); +const { + marshall, +} = require('@aws-sdk/util-dynamodb'); +const { + EventBridgeClient, + PutEventsCommand, +} = require('@aws-sdk/client-eventbridge'); +const { + mockClient, +} = require('aws-sdk-client-mock'); const BacklogJob = require('./backlogJob'); const EBHelper = require('../shared/ebHelper'); +const { + M2CException, +} = require('../shared/error'); + +const ddbMock = mockClient(DynamoDBClient); +const eventbridgeMock = mockClient(EventBridgeClient); const mockResponse = { jobId: 'jobId', @@ -19,80 +38,269 @@ const mockResponse = { { serviceApi: 'mockServiceApi', serviceParams: { - jobId: 'job1' + jobId: 'job1', }, - id: 'item1' + id: 'item1', }, { serviceApi: 'mockServiceApi', serviceParams: { - jobId: 'job2' + jobId: 'job2', }, - id: 'item2' - } + id: 'item2', + }, ], Attributes: { - key: 'value' - } + key: 'value', + }, }; -jest.mock('../shared/retry', () => { - return { - run: jest.fn((fn, params) => { - return Promise.resolve(mockResponse); - }) - }; -}); - - describe('Test BacklogJob', () => { beforeAll(() => { // Mute console.log output for internal functions console.log = jest.fn(); + console.error = jest.fn(); + + eventbridgeMock.on(PutEventsCommand) + .resolves('sent'); }); beforeEach(() => { - jest.resetModules() // Most important - it clears the cache + jest.resetModules(); // Most important - it clears the cache + ddbMock.reset(); }); afterEach(() => { jest.clearAllMocks(); }); - test('Test fetchAndStartJobs', async () => { + test('Test createJobItem', async () => { + const id = 'id'; + const serviceApi = 'mockservice:api'; + const serviceParams = {}; + const status = 'status'; + const jobId = 'jobId'; + + ddbMock.on(PutItemCommand) + .resolves({}); + const backlog = new BacklogJob(); - const prev = { - serviceParams: { - input: { - projectVersionArn: 'arn' - } - } + const response = await backlog.createJobItem( + id, + serviceApi, + serviceParams, + status, + jobId + ); + + expect(response.id) + .toBe(id); + + expect(response.serviceApi) + .toBe(serviceApi); + + expect(response.jobId) + .toBe(jobId); + + expect(response.status) + .toBe(status); + + expect(response.timestamp) + .toBeGreaterThan(0); + + expect(response.ttl) + .toBeGreaterThan(0); + }); + + test('Test updateJobId', async () => { + const jobId = 'jobId'; + + const item = { + id: 'id', + serviceApi: 'mockservice:api', + }; + + const updateResponse = { + Attributes: marshall(item), }; - let response = await backlog.fetchAndStartJobs('serviceapi', prev); - expect(response.total).toBe(mockResponse.Items.length); + ddbMock.on(UpdateItemCommand) + .resolves(updateResponse); - backlog.bindToFunc = jest.fn().mockReturnValue(1); //override error - response = await backlog.fetchAndStartJobs('serviceapi', prev); - expect(response.total).toBe(mockResponse.Items.length); + const backlog = new BacklogJob(); + const response = await backlog.updateJobId( + item, + jobId + ); + + expect(response.id) + .toBe(item.id); + + expect(response.serviceApi) + .toBe(item.serviceApi); }); test('Test deleteJob', async () => { + const item = { + id: 'id', + jobId: 'jobId', + serviceApi: 'mockservice:api', + }; + + const queryResponse = { + Items: [ + marshall(item), + ], + }; + ddbMock.on(QueryCommand) + .resolves(queryResponse); + + const deleteResponse = { + Attributes: marshall(item), + }; + + ddbMock.on(DeleteItemCommand) + .resolves(deleteResponse); + const backlog = new BacklogJob(); - const status = 'deleteJobStatus'; - const output = { jobOutput: 'deleteJobOutput' }; + const response = await backlog.deleteJob( + item.jobId, + 'status', + {} + ); - let response = await backlog.deleteJob('id', status, output); - expect(response.status).toBe(status); - expect(response).toEqual(expect.objectContaining(output)); - expect(response).toEqual(expect.objectContaining(mockResponse.Attributes)); + expect(response.id) + .toBe(item.id); + + expect(response.jobId) + .toBe(item.jobId); + + expect(response.serviceApi) + .toBe(item.serviceApi); }); - test('Test startAndRegisterJob failure', async () => { + test('Test getJobById', async () => { + const item = { + id: 'id', + jobId: 'jobId', + serviceApi: 'mockservice:api', + }; + + const queryResponse = { + Items: [ + marshall(item), + ], + }; + + ddbMock.on(QueryCommand) + .resolves(queryResponse); + const backlog = new BacklogJob(); + const response = await backlog.getJobById( + item.jobId + ); + + expect(response[0].id) + .toBe(item.id); - await backlog.startAndRegisterJob('id', 'serviceApi', {}).catch(error => { - expect(error.message).toBe('subclass to implement bindToFunc'); - }); + expect(response[0].jobId) + .toBe(item.jobId); + + expect(response[0].serviceApi) + .toBe(item.serviceApi); + }); + + test('Test getQueuedJobs with queued items', async () => { + const prefix = 'mockservice'; + const prevJob = {}; + + const queuedItems = [ + 1, 2, + ].map((jobId) => ({ + serviceApi: `${prefix}:api`, + serviceParams: { + jobId: `job${jobId}`, + }, + id: `item${jobId}`, + })); + + const queryResponse = { + Items: queuedItems + .map((item) => + marshall(item)), + }; + + ddbMock.on(QueryCommand) + .resolves(queryResponse); + + const backlog = new BacklogJob(); + const response = await backlog.getQueuedJobs( + prefix, + prevJob + ); + + expect(response.length) + .toBe(queryResponse.Items.length); + }); + + test('Test getQueuedJobs with no item', async () => { + const prefix = 'mockservice'; + const prevJob = {}; + + const queryResponse = { + Items: [], + }; + + ddbMock.on(QueryCommand) + .resolves(queryResponse); + + const backlog = new BacklogJob(); + const response = await backlog.getQueuedJobs( + prefix, + prevJob + ); + + expect(response.length) + .toBe(0); + }); + + test('Test startAndRegisterJob should fail', async () => { + const backlog = new BacklogJob(); + + await backlog.startAndRegisterJob('id', 'serviceApi', {}) + .catch((error) => { + expect(error.name) + .toBe('M2CException'); + + expect(error.message) + .toBe('subclass to implement startJob'); + }); + }); + + test('Test fetchAndStartJobs should fail', async () => { + const item = { + id: 'id', + jobId: 'jobId', + serviceApi: 'mockservice:api', + }; + + const queryResponse = { + Items: [ + marshall(item), + ], + }; + ddbMock.on(QueryCommand) + .resolves(queryResponse); + + const backlog = new BacklogJob(); + + await backlog.fetchAndStartJobs('id', 'serviceApi', {}) + .catch((error) => { + expect(error.name) + .toBe('M2CException'); + + expect(error.message) + .toBe('subclass to implement startJob'); + }); }); }); @@ -100,15 +308,34 @@ describe('Test EBHelper', () => { beforeAll(() => { // Mute console.log output for internal functions console.log = jest.fn(); + console.error = jest.fn(); }); beforeEach(() => { - jest.resetModules() // Most important - it clears the cache + jest.resetModules(); // Most important - it clears the cache + eventbridgeMock.reset(); }); - test('Test send failure', async () => { - await EBHelper.send().catch(error => { - expect(error.message).toBe('message not defined'); - }); + test('Test send succeeded', async () => { + const message = 'testSendMessage'; + + eventbridgeMock.on(PutEventsCommand) + .resolves(message); + + const response = await EBHelper.send(message); + + expect(response) + .toBe(message); }); -}); \ No newline at end of file + + test('Test send failed', async () => { + await EBHelper.send() + .catch((error) => { + expect(error.name) + .toBe('M2CException'); + + expect(error.message) + .toBe('message not defined'); + }); + }); +}); diff --git a/source/layers/service-backlog-lib/lib/client/mediaconvert/index.js b/source/layers/service-backlog-lib/lib/client/mediaconvert/index.js index 6cc4bb3..2b7315b 100644 --- a/source/layers/service-backlog-lib/lib/client/mediaconvert/index.js +++ b/source/layers/service-backlog-lib/lib/client/mediaconvert/index.js @@ -1,15 +1,10 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - console.log('aws-xray-sdk not loaded'); - return require('aws-sdk'); - } -})(); +const { + MediaConvertClient, + CreateJobCommand, +} = require('@aws-sdk/client-mediaconvert'); const { MediaConvert, DataAccess, @@ -19,7 +14,11 @@ const { }, }, } = require('../../shared/defs'); - +const xraysdkHelper = require('../../shared/xraysdkHelper'); +const retryStrategyHelper = require('../../shared/retryStrategyHelper'); +const { + M2CException, +} = require('../../shared/error'); const BacklogJob = require('../backlogJob'); class MediaConvertBacklogJob extends BacklogJob { @@ -41,22 +40,32 @@ class MediaConvertBacklogJob extends BacklogJob { return Object.values(MediaConvertBacklogJob.ServiceApis).indexOf(serviceApi) >= 0; } - getMediaConvertInstance() { + async startJob(serviceApi, serviceParams) { if (!MediaConvert.Endpoint || !DataAccess.RoleArn) { - throw new Error('missing ENV_MEDIACONVERT_HOST or ENV_DATA_ACCESS_ROLE'); + throw new M2CException('invalid MediaConvert endpoint or data access role'); } - return new AWS.MediaConvert({ - apiVersion: '2017-08-29', + + let command; + if (serviceApi === MediaConvertBacklogJob.ServiceApis.CreateJob) { + command = new CreateJobCommand(serviceParams); + } else { + console.error( + 'ERR:', + 'MediaConvertBacklogJob.startJob:', + 'CreateJobCommand:', + 'not supported', + serviceApi + ); + throw new M2CException(`${serviceApi} not supported`); + } + + const mediaconvertClient = xraysdkHelper(new MediaConvertClient({ customUserAgent: CustomUserAgent, endpoint: MediaConvert.Endpoint, - }); - } + retryStrategy: retryStrategyHelper(), + })); - bindToFunc(serviceApi) { - const mediaconvert = this.getMediaConvertInstance(); - return (serviceApi === MediaConvertBacklogJob.ServiceApis.CreateJob) - ? mediaconvert.createJob.bind(mediaconvert) - : undefined; + return mediaconvertClient.send(command); } async startAndRegisterJob(id, serviceApi, params) { @@ -73,10 +82,10 @@ class MediaConvertBacklogJob extends BacklogJob { return super.startAndRegisterJob(id, serviceApi, serviceParams); } - noMoreQuotasException(code) { + noMoreQuotasException(name) { return ( - (code === 'TooManyRequestsException') || - (code === 'LimitExceededException') + (name === 'TooManyRequestsException') || + (name === 'LimitExceededException') ); } diff --git a/source/layers/service-backlog-lib/lib/client/mediaconvert/index.spec.js b/source/layers/service-backlog-lib/lib/client/mediaconvert/index.spec.js index eaa2a86..e35a842 100644 --- a/source/layers/service-backlog-lib/lib/client/mediaconvert/index.spec.js +++ b/source/layers/service-backlog-lib/lib/client/mediaconvert/index.spec.js @@ -1,56 +1,87 @@ -/********************************************************************************************************************* - * Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. * - * * - * Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance * - * with the License. A copy of the License is located at * - * * - * http://www.apache.org/licenses/LICENSE-2.0 * - * * - * or in the 'license' file accompanying this file. This file is distributed on an 'AS IS' BASIS, WITHOUT WARRANTIES * - * OR CONDITIONS OF ANY KIND, express or implied. See the License for the specific language governing permissions * - * and limitations under the License. * - *********************************************************************************************************************/ -const MediaConvertBacklogJob = require('./index.js'); -const AWS = require('aws-sdk-mock'); -const SDK = require('aws-sdk'); -AWS.setSDKInstance(SDK); - -jest.mock('../../shared/retry', () => { - return { - run: jest.fn((fn, params) => { - return Promise.resolve({ - Job: { - Id: params.jobId - } - }); - }) - }; -}); +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + beforeAll, + describe, + expect, +} = require('@jest/globals'); +const { + DynamoDBClient, + PutItemCommand, +} = require('@aws-sdk/client-dynamodb'); +const { + marshall, +} = require('@aws-sdk/util-dynamodb'); +const { + EventBridgeClient, + PutEventsCommand, +} = require('@aws-sdk/client-eventbridge'); +const { + mockClient, +} = require('aws-sdk-client-mock'); +const { + MediaConvertClient, + CreateJobCommand, +} = require('@aws-sdk/client-mediaconvert'); + +const MediaConvertBacklogJob = require('./index'); +const ddbMock = mockClient(DynamoDBClient); +const mediaconvertMock = mockClient(MediaConvertClient); +const eventbridgeMock = mockClient(EventBridgeClient); describe('Test MediaConvertBacklogJob', () => { beforeAll(() => { // Mute console.log output for internal functions console.log = jest.fn(); + console.error = jest.fn(); }); beforeEach(() => { - jest.resetModules() // Most important - it clears the cache - AWS.mock('DynamoDB.Converter', 'unmarshall', Promise.resolve({ serviceApi: 'test' })); + jest.resetModules(); // Most important - it clears the cache + ddbMock.reset(); + mediaconvertMock.reset(); + eventbridgeMock.reset(); }); afterEach(() => { - AWS.restore('DynamoDB.Converter'); }); test('Test createJob', async () => { - const mediaConvertJob = new MediaConvertBacklogJob(); - const params = { - jobId: 'testCreateJob' + const serviceApi = MediaConvertBacklogJob.ServiceApis.CreateJob; + const serviceParams = { + jobId: 'testCreateJob', + }; + + const startJobResponse = { + serviceApi, + serviceParams, }; - const response = await mediaConvertJob.createJob('id', params); - expect(response.serviceApi).toBe(MediaConvertBacklogJob.ServiceApis.CreateJob); - expect(response.serviceParams.jobId).toBe(params.jobId); + const tableResponse = marshall(startJobResponse); + + ddbMock.on(PutItemCommand) + .resolves(tableResponse); + + mediaconvertMock.on(CreateJobCommand) + .resolves({ + Job: { + Id: serviceParams.jobId, + }, + }); + + eventbridgeMock.on(PutEventsCommand) + .resolves('sent'); + + const mediaConvertJob = new MediaConvertBacklogJob(); + + const response = await mediaConvertJob.createJob('id', serviceParams); + + expect(response.serviceApi) + .toBe(serviceApi); + + expect(response.serviceParams.jobId) + .toBe(serviceParams.jobId); }); -}); \ No newline at end of file +}); diff --git a/source/layers/service-backlog-lib/lib/client/rekognition/index.js b/source/layers/service-backlog-lib/lib/client/rekognition/index.js index da178df..001c9a2 100644 --- a/source/layers/service-backlog-lib/lib/client/rekognition/index.js +++ b/source/layers/service-backlog-lib/lib/client/rekognition/index.js @@ -1,16 +1,17 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - console.log('aws-xray-sdk not loaded'); - return require('aws-sdk'); - } -})(); -const BacklogJob = require('../backlogJob'); +const { + RekognitionClient, + StartCelebrityRecognitionCommand, + StartContentModerationCommand, + StartFaceDetectionCommand, + StartFaceSearchCommand, + StartLabelDetectionCommand, + StartPersonTrackingCommand, + StartSegmentDetectionCommand, + StartTextDetectionCommand, +} = require('@aws-sdk/client-rekognition'); const { Solution: { Metrics: { @@ -18,6 +19,12 @@ const { }, }, } = require('../../shared/defs'); +const xraysdkHelper = require('../../shared/xraysdkHelper'); +const retryStrategyHelper = require('../../shared/retryStrategyHelper'); +const { + M2CException, +} = require('../../shared/error'); +const BacklogJob = require('../backlogJob'); class RekognitionBacklogJob extends BacklogJob { static get ServiceApis() { @@ -101,35 +108,40 @@ class RekognitionBacklogJob extends BacklogJob { return Object.values(RekognitionBacklogJob.ServiceApis).indexOf(serviceApi) >= 0; } - getRekognitionInstance() { - return new AWS.Rekognition({ - rekognition: '2016-06-27', + async startJob(serviceApi, serviceParams) { + let command; + if (serviceApi === RekognitionBacklogJob.ServiceApis.StartCelebrityRecognition) { + command = new StartCelebrityRecognitionCommand(serviceParams); + } else if (serviceApi === RekognitionBacklogJob.ServiceApis.StartContentModeration) { + command = new StartContentModerationCommand(serviceParams); + } else if (serviceApi === RekognitionBacklogJob.ServiceApis.StartFaceDetection) { + command = new StartFaceDetectionCommand(serviceParams); + } else if (serviceApi === RekognitionBacklogJob.ServiceApis.StartFaceSearch) { + command = new StartFaceSearchCommand(serviceParams); + } else if (serviceApi === RekognitionBacklogJob.ServiceApis.StartLabelDetection) { + command = new StartLabelDetectionCommand(serviceParams); + } else if (serviceApi === RekognitionBacklogJob.ServiceApis.StartPersonTracking) { + command = new StartPersonTrackingCommand(serviceParams); + } else if (serviceApi === RekognitionBacklogJob.ServiceApis.StartSegmentDetection) { + command = new StartSegmentDetectionCommand(serviceParams); + } else if (serviceApi === RekognitionBacklogJob.ServiceApis.StartTextDetection) { + command = new StartTextDetectionCommand(serviceParams); + } else { + console.error( + 'ERR:', + 'RekognitionBacklogJob.startJob:', + 'not supported:', + serviceApi + ); + throw new M2CException(`${serviceApi} not supported`); + } + + const rekognitionClient = xraysdkHelper(new RekognitionClient({ customUserAgent: CustomUserAgent, - }); - } + retryStrategy: retryStrategyHelper(), + })); - bindToFunc(serviceApi) { - const rekog = this.getRekognitionInstance(); - switch (serviceApi) { - case RekognitionBacklogJob.ServiceApis.StartCelebrityRecognition: - return rekog.startCelebrityRecognition.bind(rekog); - case RekognitionBacklogJob.ServiceApis.StartContentModeration: - return rekog.startContentModeration.bind(rekog); - case RekognitionBacklogJob.ServiceApis.StartFaceDetection: - return rekog.startFaceDetection.bind(rekog); - case RekognitionBacklogJob.ServiceApis.StartFaceSearch: - return rekog.startFaceSearch.bind(rekog); - case RekognitionBacklogJob.ServiceApis.StartLabelDetection: - return rekog.startLabelDetection.bind(rekog); - case RekognitionBacklogJob.ServiceApis.StartPersonTracking: - return rekog.startPersonTracking.bind(rekog); - case RekognitionBacklogJob.ServiceApis.StartSegmentDetection: - return rekog.startSegmentDetection.bind(rekog); - case RekognitionBacklogJob.ServiceApis.StartTextDetection: - return rekog.startTextDetection.bind(rekog); - default: - return undefined; - } + return rekognitionClient.send(command); } async startAndRegisterJob(id, serviceApi, params) { diff --git a/source/layers/service-backlog-lib/lib/client/rekognition/index.spec.js b/source/layers/service-backlog-lib/lib/client/rekognition/index.spec.js index efc1dbf..fde084c 100644 --- a/source/layers/service-backlog-lib/lib/client/rekognition/index.spec.js +++ b/source/layers/service-backlog-lib/lib/client/rekognition/index.spec.js @@ -1,129 +1,322 @@ -/********************************************************************************************************************* - * Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. * - * * - * Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance * - * with the License. A copy of the License is located at * - * * - * http://www.apache.org/licenses/LICENSE-2.0 * - * * - * or in the 'license' file accompanying this file. This file is distributed on an 'AS IS' BASIS, WITHOUT WARRANTIES * - * OR CONDITIONS OF ANY KIND, express or implied. See the License for the specific language governing permissions * - * and limitations under the License. * - *********************************************************************************************************************/ -const RekognitionBacklogJob = require('./index.js'); -const AWS = require('aws-sdk-mock'); -const SDK = require('aws-sdk'); -AWS.setSDKInstance(SDK); - -jest.mock('../../shared/retry', () => { - return { - run: jest.fn((fn, params) => { - return Promise.resolve({ jobId: params.jobId }); - }) - }; -}); +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + beforeAll, + describe, + expect, +} = require('@jest/globals'); +const { + DynamoDBClient, + PutItemCommand, +} = require('@aws-sdk/client-dynamodb'); +const { + marshall, +} = require('@aws-sdk/util-dynamodb'); +const { + EventBridgeClient, + PutEventsCommand, +} = require('@aws-sdk/client-eventbridge'); +const { + mockClient, +} = require('aws-sdk-client-mock'); +const { + RekognitionClient, + StartCelebrityRecognitionCommand, + StartContentModerationCommand, + StartFaceDetectionCommand, + StartFaceSearchCommand, + StartLabelDetectionCommand, + StartPersonTrackingCommand, + StartSegmentDetectionCommand, + StartTextDetectionCommand, +} = require('@aws-sdk/client-rekognition'); + +const RekognitionBacklogJob = require('./index'); +const ddbMock = mockClient(DynamoDBClient); +const rekognitionMock = mockClient(RekognitionClient); +const eventbridgeMock = mockClient(EventBridgeClient); describe('Test RekognitionBacklogJob', () => { beforeAll(() => { // Mute console.log output for internal functions console.log = jest.fn(); + console.error = jest.fn(); + eventbridgeMock.on(PutEventsCommand) + .resolves('sent'); }); beforeEach(() => { - jest.resetModules() // Most important - it clears the cache - AWS.mock('DynamoDB.Converter', 'unmarshall', Promise.resolve({ serviceApi: 'test' })); + jest.resetModules(); // Most important - it clears the cache + ddbMock.reset(); + rekognitionMock.reset(); }); afterEach(() => { - AWS.restore('DynamoDB.Converter'); }); test('Test startCelebrityRecognition', async () => { - const rekognitionJob = new RekognitionBacklogJob(); - const params = { - jobId: 'testCelebRekog' + const serviceApi = RekognitionBacklogJob.ServiceApis.StartCelebrityRecognition; + const serviceParams = { + jobId: 'testCelebRekog', + }; + + const startJobResponse = { + serviceApi, + serviceParams, }; - const response = await rekognitionJob.startCelebrityRecognition('id', params); - expect(response.serviceApi).toBe(RekognitionBacklogJob.ServiceApis.StartCelebrityRecognition); - expect(response.serviceParams.jobId).toBe(params.jobId); + rekognitionMock.on(StartCelebrityRecognitionCommand) + .resolves(startJobResponse); + + const tableResponse = marshall(startJobResponse); + + ddbMock.on(PutItemCommand) + .resolves(tableResponse); + + const rekognitionJob = new RekognitionBacklogJob(); + + const response = await rekognitionJob.startCelebrityRecognition( + 'id', + serviceParams + ); + + expect(response.serviceApi) + .toBe(serviceApi); + + expect(response.serviceParams.jobId) + .toBe(serviceParams.jobId); }); test('Test startContentModeration', async () => { - const rekognitionJob = new RekognitionBacklogJob(); - const params = { - jobId: 'testContentMod' + const serviceApi = RekognitionBacklogJob.ServiceApis.StartContentModeration; + const serviceParams = { + jobId: 'testContentModeration', + }; + + const startJobResponse = { + serviceApi, + serviceParams, }; - const response = await rekognitionJob.startContentModeration('id', params); - expect(response.serviceApi).toBe(RekognitionBacklogJob.ServiceApis.StartContentModeration); - expect(response.serviceParams.jobId).toBe(params.jobId); + rekognitionMock.on(StartContentModerationCommand) + .resolves(startJobResponse); + + const tableResponse = marshall(startJobResponse); + + ddbMock.on(PutItemCommand) + .resolves(tableResponse); + + const rekognitionJob = new RekognitionBacklogJob(); + + const response = await rekognitionJob.startContentModeration( + 'id', + serviceParams + ); + + expect(response.serviceApi) + .toBe(serviceApi); + + expect(response.serviceParams.jobId) + .toBe(serviceParams.jobId); }); test('Test startFaceDetection', async () => { - const rekognitionJob = new RekognitionBacklogJob(); - const params = { - jobId: 'testFaceDetect' + const serviceApi = RekognitionBacklogJob.ServiceApis.StartFaceDetection; + const serviceParams = { + jobId: 'testFaceDetection', }; - const response = await rekognitionJob.startFaceDetection('id', params); - expect(response.serviceApi).toBe(RekognitionBacklogJob.ServiceApis.StartFaceDetection); - expect(response.serviceParams.jobId).toBe(params.jobId); + const startJobResponse = { + serviceApi, + serviceParams, + }; + + rekognitionMock.on(StartFaceDetectionCommand) + .resolves(startJobResponse); + + const tableResponse = marshall(startJobResponse); + + ddbMock.on(PutItemCommand) + .resolves(tableResponse); + + const rekognitionJob = new RekognitionBacklogJob(); + + const response = await rekognitionJob.startFaceDetection( + 'id', + serviceParams + ); + + expect(response.serviceApi) + .toBe(serviceApi); + + expect(response.serviceParams.jobId) + .toBe(serviceParams.jobId); }); test('Test startFaceSearch', async () => { - const rekognitionJob = new RekognitionBacklogJob(); - const params = { - jobId: 'testFaceSearch' + const serviceApi = RekognitionBacklogJob.ServiceApis.StartFaceSearch; + const serviceParams = { + jobId: 'testFaceSearch', }; - const response = await rekognitionJob.startFaceSearch('id', params); - expect(response.serviceApi).toBe(RekognitionBacklogJob.ServiceApis.StartFaceSearch); - expect(response.serviceParams.jobId).toBe(params.jobId); + const startJobResponse = { + serviceApi, + serviceParams, + }; + + rekognitionMock.on(StartFaceSearchCommand) + .resolves(startJobResponse); + + const tableResponse = marshall(startJobResponse); + + ddbMock.on(PutItemCommand) + .resolves(tableResponse); + + const rekognitionJob = new RekognitionBacklogJob(); + + const response = await rekognitionJob.startFaceSearch( + 'id', + serviceParams + ); + + expect(response.serviceApi) + .toBe(serviceApi); + + expect(response.serviceParams.jobId) + .toBe(serviceParams.jobId); }); test('Test startLabelDetection', async () => { - const rekognitionJob = new RekognitionBacklogJob(); - const params = { - jobId: 'testLabelDetect' + const serviceApi = RekognitionBacklogJob.ServiceApis.StartLabelDetection; + const serviceParams = { + jobId: 'testLabelDetection', + }; + + const startJobResponse = { + serviceApi, + serviceParams, }; - const response = await rekognitionJob.startLabelDetection('id', params); - expect(response.serviceApi).toBe(RekognitionBacklogJob.ServiceApis.StartLabelDetection); - expect(response.serviceParams.jobId).toBe(params.jobId); + rekognitionMock.on(StartLabelDetectionCommand) + .resolves(startJobResponse); + + const tableResponse = marshall(startJobResponse); + + ddbMock.on(PutItemCommand) + .resolves(tableResponse); + + const rekognitionJob = new RekognitionBacklogJob(); + + const response = await rekognitionJob.startLabelDetection( + 'id', + serviceParams + ); + + expect(response.serviceApi) + .toBe(serviceApi); + + expect(response.serviceParams.jobId) + .toBe(serviceParams.jobId); }); test('Test startPersonTracking', async () => { - const rekognitionJob = new RekognitionBacklogJob(); - const params = { - jobId: 'testPersonTrack' + const serviceApi = RekognitionBacklogJob.ServiceApis.StartPersonTracking; + const serviceParams = { + jobId: 'testPersonTracking', + }; + + const startJobResponse = { + serviceApi, + serviceParams, }; - const response = await rekognitionJob.startPersonTracking('id', params); - expect(response.serviceApi).toBe(RekognitionBacklogJob.ServiceApis.StartPersonTracking); - expect(response.serviceParams.jobId).toBe(params.jobId); + rekognitionMock.on(StartPersonTrackingCommand) + .resolves(startJobResponse); + + const tableResponse = marshall(startJobResponse); + + ddbMock.on(PutItemCommand) + .resolves(tableResponse); + + const rekognitionJob = new RekognitionBacklogJob(); + + const response = await rekognitionJob.startPersonTracking( + 'id', + serviceParams + ); + + expect(response.serviceApi) + .toBe(serviceApi); + + expect(response.serviceParams.jobId) + .toBe(serviceParams.jobId); }); test('Test startSegmentDetection', async () => { - const rekognitionJob = new RekognitionBacklogJob(); - const params = { - jobId: 'testSegmentDetect' + const serviceApi = RekognitionBacklogJob.ServiceApis.StartSegmentDetection; + const serviceParams = { + jobId: 'testSegmentDetection', + }; + + const startJobResponse = { + serviceApi, + serviceParams, }; - const response = await rekognitionJob.startSegmentDetection('id', params); - expect(response.serviceApi).toBe(RekognitionBacklogJob.ServiceApis.StartSegmentDetection); - expect(response.serviceParams.jobId).toBe(params.jobId); + rekognitionMock.on(StartSegmentDetectionCommand) + .resolves(startJobResponse); + + const tableResponse = marshall(startJobResponse); + + ddbMock.on(PutItemCommand) + .resolves(tableResponse); + + const rekognitionJob = new RekognitionBacklogJob(); + + const response = await rekognitionJob.startSegmentDetection( + 'id', + serviceParams + ); + + expect(response.serviceApi) + .toBe(serviceApi); + + expect(response.serviceParams.jobId) + .toBe(serviceParams.jobId); }); test('Test startTextDetection', async () => { - const rekognitionJob = new RekognitionBacklogJob(); - const params = { - jobId: 'testTextDetect' + const serviceApi = RekognitionBacklogJob.ServiceApis.StartTextDetection; + const serviceParams = { + jobId: 'textTextDetection', }; - const response = await rekognitionJob.startTextDetection('id', params); - expect(response.serviceApi).toBe(RekognitionBacklogJob.ServiceApis.StartTextDetection); - expect(response.serviceParams.jobId).toBe(params.jobId); + const startJobResponse = { + serviceApi, + serviceParams, + }; + + rekognitionMock.on(StartTextDetectionCommand) + .resolves(startJobResponse); + + const tableResponse = marshall(startJobResponse); + + ddbMock.on(PutItemCommand) + .resolves(tableResponse); + + const rekognitionJob = new RekognitionBacklogJob(); + + const response = await rekognitionJob.startTextDetection( + 'id', + serviceParams + ); + + expect(response.serviceApi) + .toBe(serviceApi); + + expect(response.serviceParams.jobId) + .toBe(serviceParams.jobId); }); -}); \ No newline at end of file +}); diff --git a/source/layers/service-backlog-lib/lib/client/textract/index.js b/source/layers/service-backlog-lib/lib/client/textract/index.js index df71e56..15ab42b 100644 --- a/source/layers/service-backlog-lib/lib/client/textract/index.js +++ b/source/layers/service-backlog-lib/lib/client/textract/index.js @@ -1,16 +1,11 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - console.log('aws-xray-sdk not loaded'); - return require('aws-sdk'); - } -})(); -const BacklogJob = require('../backlogJob'); +const { + TextractClient, + StartDocumentAnalysisCommand, + StartDocumentTextDetectionCommand, +} = require('@aws-sdk/client-textract'); const { Solution: { Metrics: { @@ -18,12 +13,18 @@ const { }, }, } = require('../../shared/defs'); +const xraysdkHelper = require('../../shared/xraysdkHelper'); +const retryStrategyHelper = require('../../shared/retryStrategyHelper'); +const { + M2CException, +} = require('../../shared/error'); +const BacklogJob = require('../backlogJob'); class TextractBacklogJob extends BacklogJob { static get ServiceApis() { return { - StartDocumentAnalysis: 'textract:startDocumentAnalysis', - StartDocumentTextDetection: 'textract:startDocumentTextDetection', + StartDocumentAnalysis: 'textract:startdocumentanalysis', + StartDocumentTextDetection: 'textract:startdocumenttextdetection', }; } @@ -47,23 +48,28 @@ class TextractBacklogJob extends BacklogJob { return Object.values(TextractBacklogJob.ServiceApis).indexOf(serviceApi) >= 0; } - getTextractInstance() { - return new AWS.Textract({ - apiVersion: '2018-06-27', + async startJob(serviceApi, serviceParams) { + let command; + if (serviceApi === TextractBacklogJob.ServiceApis.StartDocumentAnalysis) { + command = new StartDocumentAnalysisCommand(serviceParams); + } else if (serviceApi === TextractBacklogJob.ServiceApis.StartDocumentTextDetection) { + command = new StartDocumentTextDetectionCommand(serviceParams); + } else { + console.error( + 'ERR:', + 'TextractBacklogJob.startJob:', + 'not supported:', + serviceApi + ); + throw new M2CException(`${serviceApi} not supported`); + } + + const textractClient = xraysdkHelper(new TextractClient({ customUserAgent: CustomUserAgent, - }); - } + retryStrategy: retryStrategyHelper(), + })); - bindToFunc(serviceApi) { - const textract = this.getTextractInstance(); - switch (serviceApi) { - case TextractBacklogJob.ServiceApis.StartDocumentAnalysis: - return textract.startDocumentAnalysis.bind(textract); - case TextractBacklogJob.ServiceApis.StartDocumentTextDetection: - return textract.startDocumentTextDetection.bind(textract); - default: - return undefined; - } + return textractClient.send(command); } async startAndRegisterJob(id, serviceApi, params) { @@ -80,8 +86,13 @@ class TextractBacklogJob extends BacklogJob { return super.fetchAndStartJobs('textract', previousJob); } - noMoreQuotasException(code) { - return (code === 'LimitExceededException'); + noMoreQuotasException(name) { + const errors = [ + 'LimitExceededException', + 'ProvisionedThroughputExceededException', + 'ThrottlingException', + ]; + return errors.includes(name); } } diff --git a/source/layers/service-backlog-lib/lib/client/textract/index.spec.js b/source/layers/service-backlog-lib/lib/client/textract/index.spec.js index 9773776..52f6844 100644 --- a/source/layers/service-backlog-lib/lib/client/textract/index.spec.js +++ b/source/layers/service-backlog-lib/lib/client/textract/index.spec.js @@ -1,63 +1,118 @@ -/********************************************************************************************************************* - * Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. * - * * - * Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance * - * with the License. A copy of the License is located at * - * * - * http://www.apache.org/licenses/LICENSE-2.0 * - * * - * or in the 'license' file accompanying this file. This file is distributed on an 'AS IS' BASIS, WITHOUT WARRANTIES * - * OR CONDITIONS OF ANY KIND, express or implied. See the License for the specific language governing permissions * - * and limitations under the License. * - *********************************************************************************************************************/ -const TextractBacklogJob = require('./index.js'); -const AWS = require('aws-sdk-mock'); -const SDK = require('aws-sdk'); -AWS.setSDKInstance(SDK); - -jest.mock('../../shared/retry', () => { - return { - run: jest.fn((fn, params) => { - return Promise.resolve({ jobId: params.jobId }); - }) - }; -}); +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + beforeAll, + describe, + expect, +} = require('@jest/globals'); +const { + DynamoDBClient, + PutItemCommand, +} = require('@aws-sdk/client-dynamodb'); +const { + marshall, +} = require('@aws-sdk/util-dynamodb'); +const { + EventBridgeClient, + PutEventsCommand, +} = require('@aws-sdk/client-eventbridge'); +const { + mockClient, +} = require('aws-sdk-client-mock'); +const { + TextractClient, + StartDocumentAnalysisCommand, + StartDocumentTextDetectionCommand, +} = require('@aws-sdk/client-textract'); + +const TextractBacklogJob = require('./index'); +const ddbMock = mockClient(DynamoDBClient); +const textractMock = mockClient(TextractClient); +const eventbridgeMock = mockClient(EventBridgeClient); describe('Test TextractBacklogJob', () => { beforeAll(() => { // Mute console.log output for internal functions console.log = jest.fn(); + console.error = jest.fn(); + eventbridgeMock.on(PutEventsCommand) + .resolves('sent'); }); beforeEach(() => { - jest.resetModules() // Most important - it clears the cache - AWS.mock('DynamoDB.Converter', 'unmarshall', Promise.resolve({ serviceApi: 'test' })); + jest.resetModules(); // Most important - it clears the cache + ddbMock.reset(); + textractMock.reset(); }); afterEach(() => { - AWS.restore('DynamoDB.Converter'); }); test('Test startDocumentAnalysis', async () => { - const textractJob = new TextractBacklogJob(); - const params = { - jobId: 'testDocAnalysis' + const serviceApi = TextractBacklogJob.ServiceApis.StartDocumentAnalysis; + const serviceParams = { + jobId: 'testDocAnalysis', + }; + + const startJobResponse = { + serviceApi, + serviceParams, }; - const response = await textractJob.startDocumentAnalysis('id', params); - expect(response.serviceApi).toBe(TextractBacklogJob.ServiceApis.StartDocumentAnalysis); - expect(response.serviceParams.jobId).toBe(params.jobId); + textractMock.on(StartDocumentAnalysisCommand) + .resolves(startJobResponse); + + const tableResponse = marshall(startJobResponse); + + ddbMock.on(PutItemCommand) + .resolves(tableResponse); + + const textractJob = new TextractBacklogJob(); + + const response = await textractJob.startDocumentAnalysis( + 'id', + serviceParams + ); + + expect(response.serviceApi) + .toBe(serviceApi); + + expect(response.serviceParams.jobId) + .toBe(serviceParams.jobId); }); test('Test startDocumentTextDetection', async () => { - const textractJob = new TextractBacklogJob(); - const params = { - jobId: 'testDocTextDetect' + const serviceApi = TextractBacklogJob.ServiceApis.StartDocumentTextDetection; + const serviceParams = { + jobId: 'testDocTextDetection', + }; + + const startJobResponse = { + serviceApi, + serviceParams, }; - const response = await textractJob.startDocumentTextDetection('id', params); - expect(response.serviceApi).toBe(TextractBacklogJob.ServiceApis.StartDocumentTextDetection); - expect(response.serviceParams.jobId).toBe(params.jobId); + textractMock.on(StartDocumentTextDetectionCommand) + .resolves(startJobResponse); + + const tableResponse = marshall(startJobResponse); + + ddbMock.on(PutItemCommand) + .resolves(tableResponse); + + const textractJob = new TextractBacklogJob(); + + const response = await textractJob.startDocumentTextDetection( + 'id', + serviceParams + ); + + expect(response.serviceApi) + .toBe(serviceApi); + + expect(response.serviceParams.jobId) + .toBe(serviceParams.jobId); }); -}); \ No newline at end of file +}); diff --git a/source/layers/service-backlog-lib/lib/client/transcribe/index.js b/source/layers/service-backlog-lib/lib/client/transcribe/index.js index 5d99491..490b788 100644 --- a/source/layers/service-backlog-lib/lib/client/transcribe/index.js +++ b/source/layers/service-backlog-lib/lib/client/transcribe/index.js @@ -1,15 +1,13 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - console.log('aws-xray-sdk not loaded'); - return require('aws-sdk'); - } -})(); +const { + TranscribeClient, + GetMedicalTranscriptionJobCommand, + GetTranscriptionJobCommand, + StartMedicalTranscriptionJobCommand, + StartTranscriptionJobCommand, +} = require('@aws-sdk/client-transcribe'); const { DataAccess, Solution: { @@ -18,7 +16,11 @@ const { }, }, } = require('../../shared/defs'); - +const xraysdkHelper = require('../../shared/xraysdkHelper'); +const retryStrategyHelper = require('../../shared/retryStrategyHelper'); +const { + M2CException, +} = require('../../shared/error'); const BacklogJob = require('../backlogJob'); class TranscribeBacklogJob extends BacklogJob { @@ -49,25 +51,6 @@ class TranscribeBacklogJob extends BacklogJob { return Object.values(TranscribeBacklogJob.ServiceApis).indexOf(serviceApi) >= 0; } - getTranscribeInstance() { - return new AWS.TranscribeService({ - apiVersion: '2017-10-26', - customUserAgent: CustomUserAgent, - }); - } - - bindToFunc(serviceApi) { - const transcribe = this.getTranscribeInstance(); - switch (serviceApi) { - case TranscribeBacklogJob.ServiceApis.StartMedicalTranscriptionJob: - return transcribe.startMedicalTranscriptionJob.bind(transcribe); - case TranscribeBacklogJob.ServiceApis.StartTranscriptionJob: - return transcribe.startTranscriptionJob.bind(transcribe); - default: - return undefined; - } - } - async startAndRegisterJob(id, serviceApi, params) { const serviceParams = { ...params, @@ -84,11 +67,33 @@ class TranscribeBacklogJob extends BacklogJob { } async startJob(serviceApi, serviceParams) { - let response = await super.startJob(serviceApi, serviceParams) - .catch(e => e); + let command; + if (serviceApi === TranscribeBacklogJob.ServiceApis.StartMedicalTranscriptionJob) { + command = new StartMedicalTranscriptionJobCommand(serviceParams); + } else if (serviceApi === TranscribeBacklogJob.ServiceApis.StartTranscriptionJob) { + command = new StartTranscriptionJobCommand(serviceParams); + } else { + console.error( + 'ERR:', + 'TranscribeBacklogJob.startJob:', + 'not supported:', + serviceApi + ); + throw new M2CException(`${serviceApi} not supported`); + } + + const transcribeClient = xraysdkHelper(new TranscribeClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); + + let response = await transcribeClient.send(command) + .catch((e) => + e); if (response instanceof Error) { response = await this.testJob(serviceApi, serviceParams, response); } + return response; } @@ -97,38 +102,55 @@ class TranscribeBacklogJob extends BacklogJob { * Transcribe doesn't use ClientRequestToken. Test ConflictException * and try to get the actual TranscriptionJobName (JobId) */ - let response; - if (!this.conflictException(originalError.code)) { + if (!this.conflictException(originalError.name)) { throw originalError; } - const transcribe = this.getTranscribeInstance(); + + let command; if (serviceApi === TranscribeBacklogJob.ServiceApis.StartMedicalTranscriptionJob) { - response = await transcribe.getMedicalTranscriptionJob({ + command = new GetMedicalTranscriptionJobCommand({ MedicalTranscriptionJobName: serviceParams.MedicalTranscriptionJobName, - }).promise(); + }); } else if (serviceApi === TranscribeBacklogJob.ServiceApis.StartTranscriptionJob) { - response = await transcribe.getTranscriptionJob({ + command = new GetTranscriptionJobCommand({ TranscriptionJobName: serviceParams.TranscriptionJobName, - }).promise(); + }); + } else { + console.error( + 'ERR:', + 'TranscribeBacklogJob.testJob:', + 'not supported:', + serviceApi + ); + throw new M2CException(`${serviceApi} not supported`); } + + const transcribeClient = xraysdkHelper(new TranscribeClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); + /** * if job is already completed, * throw the original error so we don't queue the process */ + const response = await transcribeClient.send(command); + const status = (response.TranscriptionJob || {}).TranscriptionJobStatus || (response.MedicalTranscriptionJob || {}).TranscriptionJobStatus; if (status === 'FAILED' || status === 'COMPLETED') { throw originalError; } + return response; } - noMoreQuotasException(code) { - return (code === 'LimitExceededException'); + noMoreQuotasException(name) { + return (name === 'LimitExceededException'); } - conflictException(code) { - return (code === 'ConflictException'); + conflictException(name) { + return (name === 'ConflictException'); } parseJobId(data) { diff --git a/source/layers/service-backlog-lib/lib/client/transcribe/index.spec.js b/source/layers/service-backlog-lib/lib/client/transcribe/index.spec.js index 7b9de3a..e0f995d 100644 --- a/source/layers/service-backlog-lib/lib/client/transcribe/index.spec.js +++ b/source/layers/service-backlog-lib/lib/client/transcribe/index.spec.js @@ -1,91 +1,202 @@ -/********************************************************************************************************************* - * Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. * - * * - * Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance * - * with the License. A copy of the License is located at * - * * - * http://www.apache.org/licenses/LICENSE-2.0 * - * * - * or in the 'license' file accompanying this file. This file is distributed on an 'AS IS' BASIS, WITHOUT WARRANTIES * - * OR CONDITIONS OF ANY KIND, express or implied. See the License for the specific language governing permissions * - * and limitations under the License. * - *********************************************************************************************************************/ -const TranscribeBacklogJob = require('./index.js'); -const AWS = require('aws-sdk-mock'); -const SDK = require('aws-sdk'); -AWS.setSDKInstance(SDK); - -jest.mock('../../shared/retry', () => { - return { - run: jest.fn((fn, params) => { - return Promise.resolve({ jobId: params.jobId }); - }) - }; -}); +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + beforeAll, + describe, + expect, +} = require('@jest/globals'); +const { + DynamoDBClient, + PutItemCommand, +} = require('@aws-sdk/client-dynamodb'); +const { + marshall, +} = require('@aws-sdk/util-dynamodb'); +const { + TranscribeClient, + GetTranscriptionJobCommand, + StartMedicalTranscriptionJobCommand, + StartTranscriptionJobCommand, +} = require('@aws-sdk/client-transcribe'); +const { + EventBridgeClient, + PutEventsCommand, +} = require('@aws-sdk/client-eventbridge'); +const { + mockClient, +} = require('aws-sdk-client-mock'); +const TranscribeBacklogJob = require('./index'); + +const ddbMock = mockClient(DynamoDBClient); +const transcribeMock = mockClient(TranscribeClient); +const eventbridgeMock = mockClient(EventBridgeClient); describe('Test TranscribeBacklogJob', () => { beforeAll(() => { // Mute console.log output for internal functions console.log = jest.fn(); + console.error = jest.fn(); + + eventbridgeMock.on(PutEventsCommand) + .resolves('sent'); }); beforeEach(() => { - jest.resetModules() // Most important - it clears the cache - AWS.mock('DynamoDB.Converter', 'unmarshall', Promise.resolve({ serviceApi: 'test' })); - AWS.mock('TranscribeService', 'getTranscriptionJob', Promise.resolve({ - TranscriptionJob: { - TranscriptionJobStatus: 'COMPLETED' - } - })); - AWS.mock('TranscribeService', 'getMedicalTranscriptionJob', Promise.resolve({ - MedicalTranscriptionJob: { - TranscriptionJobStatus: 'COMPLETED' - } - })); + jest.resetModules(); // Most important - it clears the cache + ddbMock.reset(); + transcribeMock.reset(); }); afterEach(() => { - AWS.restore('DynamoDB.Converter'); - AWS.restore('TranscribeService'); }); test('Test startMedicalTranscriptionJob', async () => { - const transcribeJob = new TranscribeBacklogJob(); - const params = { - jobId: 'testMedicalTranscription' + const serviceApi = TranscribeBacklogJob.ServiceApis.StartMedicalTranscriptionJob; + const serviceParams = { + jobId: 'testMedicalTranscription', }; - const response = await transcribeJob.startMedicalTranscriptionJob('id', params); - expect(response.serviceApi).toBe(TranscribeBacklogJob.ServiceApis.StartMedicalTranscriptionJob); - expect(response.serviceParams.jobId).toBe(params.jobId); + const startJobResponse = { + serviceApi, + serviceParams, + }; + transcribeMock.on(StartMedicalTranscriptionJobCommand) + .resolves(startJobResponse); + + const tableResponse = marshall(startJobResponse); + ddbMock.on(PutItemCommand) + .resolves(tableResponse); + + const transcribeJob = new TranscribeBacklogJob(); + + const response = await transcribeJob.startMedicalTranscriptionJob( + 'id', + serviceParams + ); + + expect(response.serviceApi) + .toBe(TranscribeBacklogJob.ServiceApis.StartMedicalTranscriptionJob); + + expect(response.serviceParams.jobId) + .toBe(serviceParams.jobId); }); test('Test startTranscriptionJob', async () => { - const transcribeJob = new TranscribeBacklogJob(); - const params = { - jobId: 'testTranscription' + const serviceApi = TranscribeBacklogJob.ServiceApis.StartTranscriptionJob; + const serviceParams = { + jobId: 'testTranscription', + }; + + const startJobResponse = { + serviceApi, + serviceParams, }; + transcribeMock.on(StartTranscriptionJobCommand) + .resolves(startJobResponse); + + const tableResponse = marshall(startJobResponse); + ddbMock.on(PutItemCommand) + .resolves(tableResponse); + + const transcribeJob = new TranscribeBacklogJob(); + + const response = await transcribeJob.startTranscriptionJob( + 'id', + serviceParams + ); + + expect(response.serviceApi) + .toBe(TranscribeBacklogJob.ServiceApis.StartTranscriptionJob); - const response = await transcribeJob.startTranscriptionJob('id', params); - expect(response.serviceApi).toBe(TranscribeBacklogJob.ServiceApis.StartTranscriptionJob); - expect(response.serviceParams.jobId).toBe(params.jobId); + expect(response.serviceParams.jobId) + .toBe(serviceParams.jobId); }); - test('Test testJob', async () => { + test('Test testJob (duplicated request already in progress)', async () => { + const serviceApi = TranscribeBacklogJob.ServiceApis.StartTranscriptionJob; + const serviceParams = { + jobId: 'testTranscription', + TranscriptionJobName: 'jobName', + }; + const mockException = { + name: 'ConflictException', + }; + + const getJobResponse = { + TranscriptionJob: { + ...serviceParams, + TranscriptionJobStatus: 'QUEUED', + }, + }; + + transcribeMock.on(GetTranscriptionJobCommand) + .resolves(getJobResponse); + const transcribeJob = new TranscribeBacklogJob(); - const params = { + const response = await transcribeJob.testJob( + serviceApi, + serviceParams, + mockException + ); + + expect(response.TranscriptionJob.TranscriptionJobStatus) + .toBe('QUEUED'); + + expect(response.TranscriptionJob.TranscriptionJobName) + .toBe(serviceParams.TranscriptionJobName); + }); + + test('Test testJob (duplicated request with invalid status)', async () => { + const serviceApi = TranscribeBacklogJob.ServiceApis.StartTranscriptionJob; + const serviceParams = { jobId: 'testTranscription', TranscriptionJobName: 'jobName', - MedicalTranscriptionJobName: 'jobName' }; + const mockException = { + name: 'ConflictException', + }; + + const getJobResponse = { + TranscriptionJob: { + ...serviceParams, + TranscriptionJobStatus: 'COMPLETED', + }, + }; + + transcribeMock.on(GetTranscriptionJobCommand) + .resolves(getJobResponse); - await transcribeJob.testJob(TranscribeBacklogJob.ServiceApis.StartTranscriptionJob, params, { code: 'ConflictException' }).catch(error => { - expect(error['code']).toBe('ConflictException'); + const transcribeJob = new TranscribeBacklogJob(); + await transcribeJob.testJob( + serviceApi, + serviceParams, + mockException + ).catch((error) => { + expect(error.name) + .toBe(mockException.name); }); + }); + + test('Test testJob (other exceptions)', async () => { + const serviceApi = TranscribeBacklogJob.ServiceApis.StartTranscriptionJob; + const serviceParams = { + jobId: 'testTranscription', + TranscriptionJobName: 'jobName', + }; + const mockException = { + name: 'OtherException', + }; - await transcribeJob.testJob(TranscribeBacklogJob.ServiceApis.StartMedicalTranscriptionJob, params, { code: 'ConflictException' }).catch(error => { - expect(error['code']).toBe('ConflictException'); + const transcribeJob = new TranscribeBacklogJob(); + await transcribeJob.testJob( + serviceApi, + serviceParams, + mockException + ).catch((error) => { + expect(error.name) + .toBe(mockException.name); }); }); -}); \ No newline at end of file +}); diff --git a/source/layers/service-backlog-lib/lib/shared/ddbHelper.js b/source/layers/service-backlog-lib/lib/shared/ddbHelper.js new file mode 100644 index 0000000..a25725a --- /dev/null +++ b/source/layers/service-backlog-lib/lib/shared/ddbHelper.js @@ -0,0 +1,176 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + marshall, + unmarshall, +} = require('@aws-sdk/util-dynamodb'); + +const marshalling = (data) => { + const duped = JSON.parse(JSON.stringify(data)); + + [ + 'ExclusiveStartKey', + 'ExpressionAttributeValues', + 'Item', + 'Key', + ].forEach((attr) => { + if (duped[attr] !== undefined) { + duped[attr] = marshall(duped[attr]); + } + }); + + [ + 'KeyConditions', + 'QueryFilter', + 'ScanFilter', + ].forEach((attr) => { + if (duped[attr] !== undefined) { + Object.keys(duped[attr]) + .forEach((key) => { + duped[attr][key].AttributeValueList = + marshall(duped[attr][key].AttributeValueList); + }); + } + }); + + [ + 'AttributeUpdates', + 'Expected', + ].forEach((attr) => { + if (duped[attr] !== undefined) { + Object.keys(duped[attr]) + .forEach((key) => { + if (duped[attr][key].AttributeValueList !== undefined) { + duped[attr][key].AttributeValueList = + marshall(duped[attr][key].AttributeValueList); + } + if (duped[attr][key].Value !== undefined) { + duped[attr][key].Value = + marshall({ + _: duped[attr][key].Value, + })._; + } + }); + } + }); + + /* BatchXXXItem */ + if (duped.RequestItems) { + Object.keys(duped.RequestItems) + .forEach((key) => { + /* BatchWriteItem */ + if (Array.isArray(duped.RequestItems[key])) { + duped.RequestItems[key].forEach((item) => { + if (item.DeleteRequest !== undefined + && item.DeleteRequest.Key !== undefined) { + item.DeleteRequest.Key = marshall(item.DeleteRequest.Key); + } + if (item.PutRequest !== undefined + && item.PutRequest.Item !== undefined) { + item.PutRequest.Item = marshall(item.PutRequest.Item); + } + }); + /* BatchGetItem */ + } else if (duped.RequestItems[key].Keys) { + duped.RequestItems[key].Keys = duped.RequestItems[key].Keys + .map((item) => + marshall(item)); + } + }); + } + + return duped; +}; + +const unmarshalling = (data) => { + const duped = JSON.parse(JSON.stringify(data)); + + [ + 'Item', + 'LastEvaluatedKey', + 'Attributes', + ].forEach((attr) => { + if (duped[attr] !== undefined) { + duped[attr] = unmarshall(duped[attr]); + } + }); + + [ + 'Items', + ].forEach((attr) => { + if (Array.isArray(duped[attr])) { + duped[attr] = duped[attr] + .map((item) => + unmarshall(item)); + } + }); + + if (duped.ItemCollectionMetrics !== undefined) { + /* Get/Put/UpdateItem response */ + if (duped.ItemCollectionMetrics.ItemCollectionKey !== undefined) { + duped.ItemCollectionMetrics.ItemCollectionKey = + unmarshall(duped.ItemCollectionMetrics.ItemCollectionKey); + /* BatchWriteItem response */ + } else { + Object.keys(duped.ItemCollectionMetrics) + .forEach((key) => { + if (Array.isArray(duped.ItemCollectionMetrics[key])) { + duped.ItemCollectionMetrics[key].forEach((item) => { + if (item.ItemCollectionKey !== undefined) { + item.ItemCollectionKey = unmarshall(item.ItemCollectionKey); + } + }); + } + }); + } + } + + /* BatchGetItem response */ + if (duped.Responses !== undefined) { + Object.keys(duped.Responses) + .forEach((key) => { + duped.Responses[key] = duped.Responses[key] + .map((item) => + unmarshall(item)); + }); + } + + if (duped.UnprocessedKeys !== undefined) { + Object.keys(duped.UnprocessedKeys) + .forEach((key) => { + if (Array.isArray(duped.UnprocessedKeys[key].Keys)) { + duped.UnprocessedKeys[key].Keys = + duped.UnprocessedKeys[key].Keys + .map((item) => + unmarshall(item)); + } + }); + } + + /* BatchWriteItem response */ + if (duped.UnprocessedItems !== undefined) { + Object.keys(duped.UnprocessedItems) + .forEach((key) => { + if (Array.isArray(duped.UnprocessedItems[key])) { + duped.UnprocessedItems[key].forEach((item) => { + if (item.DeleteRequest !== undefined + && item.DeleteRequest.Key !== undefined) { + item.DeleteRequest.Key = unmarshall(item.DeleteRequest.Key); + } + if (item.PutRequest !== undefined + && item.PutRequest.Item !== undefined) { + item.PutRequest.Item = unmarshall(item.PutRequest.Item); + } + }); + } + }); + } + + return duped; +}; + +module.exports = { + marshalling, + unmarshalling, +}; diff --git a/source/layers/service-backlog-lib/lib/shared/ebHelper.js b/source/layers/service-backlog-lib/lib/shared/ebHelper.js index a8fa279..72705ab 100644 --- a/source/layers/service-backlog-lib/lib/shared/ebHelper.js +++ b/source/layers/service-backlog-lib/lib/shared/ebHelper.js @@ -1,16 +1,9 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 - -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - console.log('aws-xray-sdk not loaded'); - return require('aws-sdk'); - } -})(); -const Retry = require('./retry'); +const { + EventBridgeClient, + PutEventsCommand, +} = require('@aws-sdk/client-eventbridge'); const { EventBridge: EB, Solution: { @@ -19,6 +12,11 @@ const { }, }, } = require('./defs'); +const xraysdkHelper = require('./xraysdkHelper'); +const retryStrategyHelper = require('./retryStrategyHelper'); +const { + M2CException, +} = require('./error'); class EBHelper { static async send( @@ -28,14 +26,17 @@ class EBHelper { detailType = EB.DetailType ) { if (!bus || !source || !detailType) { - throw new Error('bus, source, or detailType not defined'); + throw new M2CException('bus, source, or detailType not defined'); } if (!message) { - throw new Error('message not defined'); + throw new M2CException('message not defined'); + } + + let detail = message; + if (typeof detail !== 'string') { + detail = JSON.stringify(detail); } - const detail = (typeof message === 'string') - ? message - : JSON.stringify(message); + const params = { Entries: [{ EventBusName: bus, @@ -44,17 +45,28 @@ class EBHelper { Detail: detail, }], }; - const eb = new AWS.EventBridge({ - apiVersion: '2015-10-07', + + const eventbridgeClient = xraysdkHelper(new EventBridgeClient({ customUserAgent: CustomUserAgent, - }); - console.log(`EBHelper.putEvents = ${JSON.stringify(params, null, 2)}`); - return Retry.run(eb.putEvents.bind(eb), params) + retryStrategy: retryStrategyHelper(), + })); + + const command = new PutEventsCommand(params); + + return eventbridgeClient.send(command) + .then(() => + message) .catch((e) => { - console.error(`EBHelper.putEvents: ${e.message}`); + console.error( + 'ERR:', + 'EBHelper.send:', + 'PutEventsCommand:', + e.$metadata.httpStatusCode, + e.name, + JSON.stringify(params) + ); return undefined; - }) - .then(() => message); + }); } } diff --git a/source/layers/service-backlog-lib/lib/shared/error.js b/source/layers/service-backlog-lib/lib/shared/error.js new file mode 100644 index 0000000..23bef9c --- /dev/null +++ b/source/layers/service-backlog-lib/lib/shared/error.js @@ -0,0 +1,27 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + ServiceException, +} = require('@smithy/smithy-client'); + +/** + * @class M2CException + * @description Error code 999 + */ +class M2CException extends ServiceException { + constructor(message) { + super({ + message, + name: 'M2CException', + $metadata: { + httpStatusCode: 400, + }, + }); + this.errorCode = 999; + } +} + +module.exports = { + M2CException, +}; diff --git a/source/layers/service-backlog-lib/lib/shared/index.spec.js b/source/layers/service-backlog-lib/lib/shared/index.spec.js deleted file mode 100644 index 2457ae6..0000000 --- a/source/layers/service-backlog-lib/lib/shared/index.spec.js +++ /dev/null @@ -1,36 +0,0 @@ -/********************************************************************************************************************* - * Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. * - * * - * Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance * - * with the License. A copy of the License is located at * - * * - * http://www.apache.org/licenses/LICENSE-2.0 * - * * - * or in the 'license' file accompanying this file. This file is distributed on an 'AS IS' BASIS, WITHOUT WARRANTIES * - * OR CONDITIONS OF ANY KIND, express or implied. See the License for the specific language governing permissions * - * and limitations under the License. * - *********************************************************************************************************************/ -const Retry = require('./retry'); - -describe('Test Retry', () => { - beforeAll(() => { - // Mute console.log output for internal functions - console.log = jest.fn(); - }); - - beforeEach(() => { - jest.resetModules() // Most important - it clears the cache - }); - - test('Test run', async () => { - const errorObject = new Error(); - errorObject.code = 'ProvisionedThroughputExceededException'; - let fn = (params) => { - return Promise.reject(errorObject); - }; - - await Retry.run(fn, {}).catch(error => { - expect(error).toBe(errorObject); - }); - }, 30000); -}); \ No newline at end of file diff --git a/source/layers/service-backlog-lib/lib/shared/retry.js b/source/layers/service-backlog-lib/lib/shared/retry.js deleted file mode 100644 index 8d29476..0000000 --- a/source/layers/service-backlog-lib/lib/shared/retry.js +++ /dev/null @@ -1,49 +0,0 @@ -// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. -// SPDX-License-Identifier: Apache-2.0 - -class Retry { - static get RetryExceptions() { - return [ - /* rekognition */ - 'ProvisionedThroughputExceededException', - /* dynamodb */ - 'RequestLimitExceeded', - /* dynamodb */ - 'TransactionConflictException', - 'ThrottlingException', - 'InternalServerError', - ]; - } - - static async pause(duration = 0) { - return new Promise((resolve) => { - setTimeout(() => - resolve(), duration); - }); - } - - static async run(fn, params, maxTries = 4) { - let response; - let tries = 0; - do { - response = fn(params); - if (typeof response.promise === 'function') { - response = response.promise(); - } - response = await response.catch(e => e); - if (response instanceof Error) { - if (Retry.RetryExceptions.indexOf(response.code) < 0) { - /* exceptions we intentionally don't retry */ - break; - } - await Retry.pause(Math.ceil(400 * (1.5 ** tries))); - } - } while (tries++ < maxTries && (response instanceof Error)); - if (response instanceof Error) { - throw response; - } - return response; - } -} - -module.exports = Retry; diff --git a/source/layers/service-backlog-lib/lib/shared/retryStrategyHelper.js b/source/layers/service-backlog-lib/lib/shared/retryStrategyHelper.js new file mode 100644 index 0000000..6bb802b --- /dev/null +++ b/source/layers/service-backlog-lib/lib/shared/retryStrategyHelper.js @@ -0,0 +1,26 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + StandardRetryStrategy, +} = require('@smithy/util-retry'); + +const MAX_ATTEMPTS = 4; + +function retryStrategyHelper(maxAttempt = MAX_ATTEMPTS) { + const _maxAttempt = Math.max(1, maxAttempt); + + const maxAttemptProvider = async () => + _maxAttempt; + + const retryStrategyOptions = {}; + + const retryStrategy = new StandardRetryStrategy( + maxAttemptProvider, + retryStrategyOptions + ); + + return retryStrategy; +} + +module.exports = retryStrategyHelper; diff --git a/source/layers/service-backlog-lib/lib/shared/xraysdkHelper.js b/source/layers/service-backlog-lib/lib/shared/xraysdkHelper.js new file mode 100644 index 0000000..65b7045 --- /dev/null +++ b/source/layers/service-backlog-lib/lib/shared/xraysdkHelper.js @@ -0,0 +1,24 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +function xraysdkHelper(client) { + let wrappedClient = client; + + if (process.env.AWS_LAMBDA_FUNCTION_NAME === undefined) { + return wrappedClient; + } + + try { + const { + captureAWSv3Client, + } = require('aws-xray-sdk-core'); + + wrappedClient = captureAWSv3Client(wrappedClient); + } catch (e) { + console.log('aws-xray-sdk-core not loaded'); + } + + return wrappedClient; +} + +module.exports = xraysdkHelper; diff --git a/source/layers/service-backlog-lib/package-lock.json b/source/layers/service-backlog-lib/package-lock.json index 50f0941..291b7b2 100644 --- a/source/layers/service-backlog-lib/package-lock.json +++ b/source/layers/service-backlog-lib/package-lock.json @@ -1,6914 +1,1901 @@ { "name": "service-backlog-lib", "version": "1.0.0", - "lockfileVersion": 2, + "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "service-backlog-lib", "version": "1.0.0", - "license": "Apache-2.0", 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"yargs-parser": "^21.1.1" + "funding": [ + "https://github.com/sponsors/broofa", + "https://github.com/sponsors/ctavan" + ], + "bin": { + "uuid": "dist/bin/uuid" } - }, - "yargs-parser": { - "version": "21.1.1", - "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz", - "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==", - "dev": true - }, - "yocto-queue": { - "version": "0.1.0", - "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz", - "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==", - "dev": true } } } diff --git a/source/layers/service-backlog-lib/package.json b/source/layers/service-backlog-lib/package.json index deca708..440aba4 100644 --- a/source/layers/service-backlog-lib/package.json +++ b/source/layers/service-backlog-lib/package.json @@ -9,18 +9,21 @@ "test": "jest --coverage", "build:clean": "rm -rf dist && mkdir -p dist/nodejs/node_modules/service-backlog-lib", "build:copy": "cp -rv index.js package.json lib dist/nodejs/node_modules/service-backlog-lib", - "build:install": "cd dist/nodejs/node_modules/service-backlog-lib && npm install --omit=dev --omit=optional", + "build:install": "cd dist/nodejs/node_modules/service-backlog-lib && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" }, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, + "author": "aws-mediaent-solutions", "devDependencies": { - "jest": "^29.3.1", - "aws-sdk": "2.1531.0", - "aws-sdk-mock": "5.8.0" - }, - "license": "Apache-2.0" + "@aws-sdk/client-comprehend": "^3.540.0", + "@aws-sdk/client-dynamodb": "^3.540.0", + "@aws-sdk/client-eventbridge": "^3.540.0", + "@aws-sdk/client-mediaconvert": "^3.540.0", + "@aws-sdk/client-rekognition": "^3.540.0", + "@aws-sdk/client-sfn": "^3.540.0", + "@aws-sdk/client-textract": "^3.540.0", + "@aws-sdk/client-transcribe": "^3.540.0", + "@aws-sdk/util-dynamodb": "^3.540.0", + "aws-sdk-client-mock": "^2.2.0" + } } diff --git a/source/layers/wink-tokenizer/package-lock.json b/source/layers/wink-tokenizer/package-lock.json new file mode 100644 index 0000000..684ed56 --- /dev/null +++ b/source/layers/wink-tokenizer/package-lock.json @@ -0,0 +1,47 @@ +{ + "name": "wink-tokenizer-layer", + "version": "5.3.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "wink-tokenizer-layer", + "version": "5.3.0", + "license": "MIT", + "dependencies": { + "wink-eng-lite-web-model": "^1.6.0", + "wink-nlp": "^2.2.0", + "wink-tokenizer": "^5.3.0" + } + }, + "node_modules/emoji-regex": { + "version": "9.2.2", + "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-9.2.2.tgz", + "integrity": "sha512-L18DaJsXSUk2+42pv8mLs5jJT2hqFkFE4j21wOmgbUqsZ2hL72NsUU785g9RXgo3s0ZNgVl42TiHp3ZtOv/Vyg==" + }, + "node_modules/wink-eng-lite-web-model": { + "version": "1.6.0", + "resolved": "https://registry.npmjs.org/wink-eng-lite-web-model/-/wink-eng-lite-web-model-1.6.0.tgz", + "integrity": "sha512-j4DaUTWnX3OzFFbTnY4v9RUeebghAd4mEWiJx9rZ29jfyW1OdK6H9UPbY8QrFb6sRIV1wJP2FGe2phA6MSEfwQ==", + "engines": { + "node": ">=16.0.0" + }, + "peerDependencies": { + "wink-nlp": ">2.1.0" + } + }, + "node_modules/wink-nlp": { + "version": "2.2.0", + "resolved": "https://registry.npmjs.org/wink-nlp/-/wink-nlp-2.2.0.tgz", + "integrity": "sha512-q2BFBauhMS/4f+grni6hL+a0RxHJzmWT7Vj4nbaz7Ihr7ro/fLfrW+qHy16LlP1Oqsv1TacThKNDXmSm6F+PnA==" + }, + "node_modules/wink-tokenizer": { + "version": "5.3.0", + "resolved": "https://registry.npmjs.org/wink-tokenizer/-/wink-tokenizer-5.3.0.tgz", + "integrity": "sha512-O/yAw0g3FmSgeeQuYAJJfP7fVPB4A6ay0018qASh79aWmIOyPYy4j4r9EQT8xBjicja6lCLvgRVAybmEBaATQA==", + "dependencies": { + "emoji-regex": "^9.0.0" + } + } + } +} diff --git a/source/layers/wink-tokenizer/package.json b/source/layers/wink-tokenizer/package.json new file mode 100644 index 0000000..8e327e4 --- /dev/null +++ b/source/layers/wink-tokenizer/package.json @@ -0,0 +1,23 @@ +{ + "name": "wink-tokenizer-layer", + "version": "5.3.0", + "description": "lambda layer of wink-tokenizer packages", + "main": "index.js", + "private": true, + "author": "aws-mediaent-sa-emea", + "license": "MIT", + "scripts": { + "pretest": "npm install", + "test": "echo \"layer wrapping wink-tokenizer packages, skipping unit test.\"", + "build:clean": "rm -rf dist && mkdir -p dist/nodejs", + "build:copy": "cp -rv package.json dist/nodejs", + "build:install": "cd dist/nodejs && npm install --omit=dev", + "build": "npm-run-all -s build:clean build:copy build:install", + "zip": "cd dist && zip -rq" + }, + "dependencies": { + "wink-eng-lite-web-model": "^1.6.0", + "wink-nlp": "^2.2.0", + "wink-tokenizer": "^5.3.0" + } +} diff --git a/source/main/README.md b/source/main/README.md index 03b0aba..2f7ba84 100644 --- a/source/main/README.md +++ b/source/main/README.md @@ -1,51 +1,20 @@ # Main State Machine -The main state machine is the entry point to process a new ingest request. It serializes the ingest workflow and analysis workflow using [AWS Step Function Nested Workflows](https://docs.aws.amazon.com/step-functions/latest/dg/concepts-nested-workflows.html) technique. +The Main state machine is the entry point of the backend workflow. It orchestrates the ingestion workflow and analysis workflow using [AWS Step Function Nested Workflows](https://docs.aws.amazon.com/step-functions/latest/dg/concepts-nested-workflows.html) technique that enables us to build complex workflows. ![Main state machine](../../deployment/tutorials/images/main-state-machine.png) -## State machine definition +#### _State: Start ingest state machine_ -```json -{ - "Comment": "main state machine to run ingest and anlysis sub state machines", - "StartAt": "Start ingest state machine", - "States": { - "Start ingest state machine": { - "Type": "Task", - "Resource": "arn:aws:states:::states:startExecution.sync", - "Parameters": { - "Input": { - "input.$": "$.input" - }, - "StateMachineArn": "${IngestStateMachine}" - }, - "ResultSelector": { - "ingestOutput.$": "States.StringToJson($.Input)" - }, - "Next": "Start analysis state machine" - }, - "Start analysis state machine": { - "Type": "Task", - "Resource": "arn:aws:states:::states:startExecution.sync", - "Parameters": { - "Input": { - "uuid.$": "$.ingestOutput.input.uuid", - "input.$": "$.ingestOutput.input" - }, - "StateMachineArn": "${AnalysisStateMachine}" - }, - "End": true - } - } -} +This is a task state that invokes another Step Functions state machine called "Start ingest state machine." This state machine is responsible for ingesting media assets and performing data processing tasks. -``` -The main state machine starts and waits the ingest workflow where it creates and standardizes proxies. When the ingest workflow successfully completes, it transitions to the analysis workflow to extract AI/ML metadata. +#### _State: Start analysis state machine_ + +After the ingestion state machine is completed, the next task, "Start analysis state machine" is executed. This state machine is responsible for analyzing the ingested data and performing data analysis tasks. __ -## Execution input +#### _Execution input_ ```json { @@ -66,6 +35,9 @@ __ "celeb": true, "label": false, ... + "filters": { + ... + } } } } @@ -73,23 +45,229 @@ __ | Field | Description | Required? | | :-----| :-----------| :---------| -| input.uuid | Universally unique identifier (Version 4) | Mandatory | -| input.bucket | Ingest bucket where it stores the uploaded media file | Mandatory | -|input.key | Location of the uploaded media file | Mandatory | -| _input.destination.bucket_ | Proxy bucket where it stores generated proxies, thumbnail images, AI/ML metadata JSON files. If not specified, it uses the proxy bucket created by the guidance | Optional | +| _input.uuid_ | Universally unique identifier (Version 4) | Mandatory | +| _input.bucket_ | Ingest bucket where it stores the uploaded media file | Mandatory | +|_input.key_ | Location of the uploaded media file | Mandatory | +| _input.destination.bucket_ | Proxy bucket where it stores generated proxies, thumbnail images, AI/ML metadata JSON files. If not specified, it uses the proxy bucket created by the solution | Optional | | _input.destination.prefix_ | Location of where to store generated proxies, thumbnail images, AI/ML metadata JSON files. If not specified, it uses the UUID prefix. | Optional | | _input.group_ | Grouping multiple uploaded media files and store them in the ingest bucket with a top-level prefix of the specified "GROUP" | Optional | | _input.attributes.*_ | key value pair of additional attributes of the media file, stored as object metadata. | Optional | -| _input.aiOptions.*_ | AI/ML options to run the analysis workflow. If not specified, the guidance uses the default AI/ML options specified when the Amazon CloudFormation stack was created | Optional | +| _input.aiOptions.*_ | AI/ML options to run the analysis workflow. If not specified, the solution uses the default AI/ML options specified when the Amazon CloudFormation stack was created | Optional | + +##### _Minimum input parameters_ + +To start a workflow, the minimum input paramters you need to provde: + +```json +{ + "input": { + "uuid": "UUID", + "bucket": "INGEST_BUCKET", + "key": "S3_OBJECT_KEY", + } +} +``` +__ + +#### _Optional input parameters_ + +##### _input.group_ + +When you specify **group** field, the media file is uploaded to `s3://[INGEST_BUCKET]/[GROUP]/`. This can be used to group multiple media files into a logically "folder" structure. The group field is stored in both the Amazon OpenSearch cluster and the Amazon Neptune graph database such that you can search the attributes once the media file has been processed. + + +##### _input.attributes_ + +Attributes are arbitrary key-value pairs that are associated with the uploaded media file. They allow you to add additional information to describe the media file. + +The attributes are stored as [User-defined object metadata](https://docs.aws.amazon.com/AmazonS3/latest/userguide/UsingMetadata.html#UserMetadata) and are also stored in both the Amazon OpenSearch cluster as well as the Amazon Neptune graph database, enabling you to search the attributes once the media file has been processed. + +Here is an example of how to specify the attributes. + + +```json + +{ + "input": { + ... + "attributes": { + "Production": "Amazon Web Services", + "Programme": "Race to the Cloud", + "Type": "Dailies", + } + } +} + +``` + + +##### _input.aiOptions_ + +There are three different ways that the `aiOptions` are provided. Media2Cloud evaluates the `aiOptions` in the following order: + +1. Input parameters when you start the main state machine. +2. Global settings configured from the Media2Cloud web portal's Settings page. The global `aiOptions` settings are stored in `s3://[PROXY_BUCKET]/_settings/aioptions.json`. +3. Default settings you specify when you create the Media2Cloud stack. + +Here is a full list of the aiOptions: + +```json +{ + "celeb": true, + "face": true, + "facematch": true, + "label": true, + "moderation": true, + "text": true, + "segment": true, + "customlabel": true, + "imageprop": false, + "minConfidence": 80, + "faceCollectionId": "autofaceindexer", + "framebased": true, + "frameCaptureMode": 9999, + "textROI": [ + false, + false, + false, + false, + false, + false, + false, + false, + false + ], + "customLabelModels": [ + "[CUSTOM_LABEL_MODEL_1]", + "[CUSTOM_LABEL_MODEL_2]" + ], + "transcribe": true, + "keyphrase": true, + "entity": true, + "sentiment": true, + "customentity": true, + "textract": true, + "autofaceindexer": true, + "scene": true, + "adbreak": true, + "zeroshotlabels": [], + "shoppable": false, + "toxicity": false, + "filters": { + "transcode": { + "cropX": 10, + "cropY": 2 + }, + "adbreak": { + "breakInterval": 240000, + "breakOffset": 120000, + "pauseWeight": 0.9, + "quietnessWeight": 0.9, + "contextualWeight": 0.9 + }, + "segment": { + "maxPixelThreshold": 0.2, + "minCoveragePercentage": 98.5 + }, + "scene": { + "minFrameSimilarity": 0.8, + "maxTimeDistance": 120000 + }, + "autofaceindexer": { + "minFaceW": 58, + "minFaceH": 58, + "minBrightness": 26, + "minSharpness": 10, + "maxPitch": 23, + "maxRoll": 23, + "maxYaw": 23, + "minCelebConfidence": 99.5 + } + }, + "customVocabulary": "[CUSTOM_VOCABULARY]", + "customLanguageModel": "[CUSTOM_LANGUAGE_MODEL]", + "customEntityRecognizer": "[CUSTOM_ENTITY_RECOGNIZER_MODEL]", + "languageCode": "en-US" +} +``` + +|Name|Type|Description| +|:--|:--|:--| +|_**Visual analysis**_||| +|celeb|Boolean|Enable/Disable Amazon Rekognition Celebrity API| +|face|Boolean|Enable/Disable Amazon Rekognition Face API| +|facematch|Boolean|Enable/Disable Amazon Rekognition SearchFace API. Required `faceCollectionId` to be specified| +|faceCollectionId|String|Amazon Rekognition Face Collection Id. Required `facematch` to be enabled| +|label|Boolean|Enable/Disable Amazon Rekognition Label API| +|imageprop|Boolean|Enable/Disable Amazon Rekognition Label Image Property feature. Required `label` to be enabled| +|moderation|Boolean|Enable/Disable Amazon Rekognition Content Moderation API| +|text|Boolean|Enable/Disable Amazon Rekognition Text API| +|textROI|Array of Boolean|Enable the Text Region of interest when running Amazon Rekognition Text detection. textROI is divided into a 3x3 grids representing [TopLeft, TopCenter, TopRight, CenterLeft, CenterCenter, CenterRight, BottomLeft, BottomCenter, BottomRight]| +|segment|Boolean|Enable/Disable Amazon Rekognition Shot Segment API| +|customlabel|Boolean|Enable/Disable Amazon Rekognition Custom Label Feature API. Required `customLabelModels` to be specified| +|customLabelModels|Array of Strings|A list of Custom Label models trained by Amazon Rekognition Custom Label feature| +|minConfidence|Number|Minimum confidence score of the results, applied to all Amazon Rekognition APIs| +|_**Audio analysis**_||| +|transcribe|Boolean|Enable/Disable Amazon Transcribe API| +|languageCode|String|Specify language code when running Amazon Transcribe API| +|customVocabulary|String|Specify a custom vocabulary name to use when running Amazon Transcribe API. A feature can improve the transcription output| +|customLanguageModel|String|Specify a custom domain language model name to use when running Amazon Transcribe API. A feature can improve the transcription output| +|toxicity|Boolean|Enable/Disable Amazon Transcribe Toxicity feature. Currently disabled| +|_**NLP analysis**_||| +|keyphrase|Boolean|Enable/Disable Amazon Comprehend Keyphrase API| +|entity|Boolean|Enable/Disable Amazon Comprehend Entity API| +|sentiment|Boolean|Enable/Disable Amazon Comprehend Sentiment Analysis API| +|customentity|Boolean|Enable/Disable Amazon Comprehend Custom Entity Feature. Required `customEntityRecognizer` to be specified| +|customEntityRecognizer|String|Specify a custom entity recognizer to use when running Amazon Comprehend Entity API| +|_**Document analysis**_||| +|textract|Boolean|Enable/Disable Amazon Textract Document Analysis API| +|_**Advacned features**_||| +|framebased|Boolean|Enable Frame based analysis that leverages Amazon Rekognition Image API instead of Amazon Rekognition Video API. One exception is the Amazon Rekognition Shot Segment API which is always Video API| +|frameCaptureMode|Number|Mapping to how we sample the frames to analyse. `0` means disabled. `1` means one frame per second. `9999` enables **Dynamic Frame Analysis** feature. Refer to [Frame Capture Mode](../layers/core-lib/lib/frameCaptureMode.js)| +|autofaceindexer|Boolean|Enable/Disable **Auto Face Indexer** feature. This requires `framebased`, `celeb`, and `facematch` enabled| +|scene|Boolean|Enable/Disable **Scene detection** feature. This requires `framebased`, `segment`, and `transcribe` enabled| +|adbreak|Boolean|Enable/Disable **AD Break detection** feature. This requires `scene` enabled| +|zeroshotlabels|Array of Strings|Enable zero-shot image classification and/or zeroshot object detection opensource ML models to identify _custom_ object or _image concept_. Currently disabled| +|shoppable|Boolean|Enable/Disable **Shoppable Experience** feature. Currently disabled. If you are interested in this feature, please contact your AWS representative| +|**filters.\***|JSON Object|Additional fine tuning that applies to the features| +|_**filters.transcode.\***_||| +|cropX|Number|A filter that allows you to crop the input video to remove potential noises introduced by Vertical Blanking Interval (VBI) scan lines. Specify in pixels.| +|cropY|Number|A filter that allows you to crop the input video to remove potential noises introduced by Vertical Blanking Interval (VBI) scan lines. Specify in pixels.| +|_**filters.transcribe.\***_||| +|analyseConversation|Boolean|Use Amazon Bedrock (Anthropic Claude 3 Haiku or Sonnet) to breakdown the conversation (transcript output from Amazon Transcribe) when the topic of the dialogues changes significantly. The result of the conversation changes events is used to enhance the scene and ad break detection later on.| +|_**filters.segment.\***_||| +|maxPixelThreshold|Number|A filter that allows you to define the black level of a BlackFrame when running Amazon Rekognition Shot Segment API. Refer to [Amazon Rekognition BlackFrame](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_BlackFrame.html)| +|minCoveragePercentage|Number|A filter that allows you to define the black level of a BlackFrame when running Amazon Rekognition Shot Segment API. Refer to [Amazon Rekognition BlackFrame](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_BlackFrame.html)| +|_**filters.autofaceindexer.\***_||| +|minFaceW|Number|Mininum width of the face to consider if the face should be ignored or indexed.| +|minFaceH|Number|Mininum height of the face to consider if the face should be ignored or indexed.| +|minBrightness|Number|Mininum brightness of the face to consider if the face should be ignored or indexed.| +|minSharpness|Number|Mininum sharpness of the face to consider if the face should be ignored or indexed.| +|maxPitch|Number|Maximum pose pitch of the face to consider if the face should be ignored or indexed.| +|maxRoll|Number|Maximum roll pitch of the face to consider if the face should be ignored or indexed.| +|maxYaw|Number|Maximum roll yaw of the face to consider if the face should be ignored or indexed.| +|minCelebConfidence|Number|Minimum confidence score of a face that has already been recognized as a know celebrity from Amazon Rekognition Celebrity detection. If you specify `100`, the Auto Face Indexer indexes all faces even through the face can be recognized by Amazon Rekognition Celebrity detection. This is one way to grow your own face collection. As your face collection grows, you can decide to disable Amazon Rekognition Celebrity API.| +|_**filters.scene.\***_||| +|minFrameSimilarity|Number|Control how contextually similar of the frames we should consider to group them together to create a scene| +|maxTimeDistance|Number|In a set of frames that are contextually similar, how far apart of these frames (measured by the frame's timestamp) we should consider to group them together a scene| +|enhanceWithTranscript|Boolean|Merge scenes together based on the timestamps of the transcript timestamps generated by Amazon Transcribe.| +|enhanceWithLLM|Boolean|Use Amazon Bedrock (Anthropic Claude 3 Haiku or Sonnet) to generate scene description, IAB Content Taxonomies, GARM Taxonomies, scene sentiment, and brands and logos at the scene level.| +|_**filters.adbreak.\***_||| +|breakInterval|Number|How often we should evaluate the ad break? Every 3 minutes? Every 10 minutes? Specify the interval in milliseconds.| +|breakOffset|Number|+/- offset of the breakInterval. If you specify 10 minutes breakInterval and 2 minutes breakOffset. We report ad breaks between every 8 minutes to 12 minutes| +|pauseWeight|Number|A factor of the dialogue pause duration when we compute the weight of the ad break| +|quietnessWeight|Number|A factor of the momentary loudness when we compute the weight of the ad break| +|contextualWeight|Number|A factor of the visual difference when we compute the weight of the ad break| __ -## Related topics -* [Ingest Main State Machine](./ingest/main/README.md) -* [Analysis Main State Machine](./analysis/main/README.md) -* [State Machine Error Handling](./automation/error-handler/README.md) -* [Triggering ingest and analysis workflow with Amazon S3 Event Notification](./automation/s3event/README.md) +## Next topics + +- [Ingestion Main State Machine](./ingest/main/README.md) +- [Analysis Main State Machine](./analysis/main/README.md) +- [State Machine Error Handling](./automation/error-handler/README.md) +- [Auto-start Main state machine on uploading S3 object](./automation/s3event/README.md) __ -Back to [Table of contents](../../README.md#table-of-contents) +Back to [Table of contents](../../README.md#table-of-contents) \ No newline at end of file diff --git a/source/main/analysis/audio/README.md b/source/main/analysis/audio/README.md index 9a53ec5..0e0219b 100644 --- a/source/main/analysis/audio/README.md +++ b/source/main/analysis/audio/README.md @@ -1,194 +1,201 @@ -# Analysis Audio State Machine +# Audio Analysis State Machine -The Analysis Audio state machine focuses on analyzing the audio stream of the uploaded content using Amazon Transcribe (ASR) service to convert the speech to text and create subtitle (WebVTT) track. It then uses Amazon Comprehend (NLP) service to further analyze the speech content to extract key phrases, entities, organizations, quantities, and so forth. +The Audio Analysis State Machine focuses on analyzing the audio part of the ingested media file. It uses Amazon Transcribe, Automatic Speech Recognition (ASR) service to convert speech dialogues to a transcript and generate subtitle file in WebVTT format. The transcript is then further analyzed by Amazon Comprehend, Natural Language Processing (NLP) service to extract entities, keyphrases, sentiments, organization and quantities. -![Analysis Audio state machine](../../../../deployment/tutorials/images/analysis-audio-state-machine.png) +In V4, the Audio Analysis also leverages Amazon Bedrock Anthropic Claude 3 Haiku (or Sonnet) model to analyze the transcript and provide a breakdown of how the conversational topics has significantly changed over the entire duration of the content. -__ +![Analysis Audio state machine](../../../../deployment/tutorials/images/analysis-audio-state-machine.png) ## Execution input -The state execution input is similar to the [Analysis Main State Machine](../main/README.md#execution-input) with additional fields generated by the [Prepare analysis](../main/README.md#state-prepare-analysis) state. + +The state execution input is similar to the [Analysis Main State Machine](../main/README.md#execution-input) with additional fields relevant to the audio analysis workflow. + ```json { - "input": { - ..., - "duration": 1508414, - "aiOptions": { - ..., - /* Transcribe settings */ - "transcribe": true, - "languageCode": "en-US", - "customLanguageModel": "TRANSCRIBE_CUSTOM_LANGUAGE_MODEL", - "customVocabulary": "TRANSCRIBE_CUSTOM_VOCABULARY", - /* Comprehend settings */ - "keyphrase": true, - "entity": true, - "sentiment": true, - "customentity": true, - "customEntityRecognizer": "COMPREHEND_CUSTOM_ENTITY_RECOGNIZER", - }, - "audio": { - "enabled": true, - "key": "PROXY_AUDIO_KEY" - }, - "request": { - "timestamp": 1637743896177 + "input": { + "duration": 579570, + "aiOptions": { + "transcribe": true, + "languageCode": "en-US", + "toxicity": false, + "customLanguageModel": "[CUSTOM_LANGUAGE_MODEL]", + "customVocabulary": "[CUSTOM_VOCABULARY]", + "keyphrase": true, + "entity": true, + "sentiment": true, + "customentity": true, + "customEntityRecognizer": "[CUSTOM_ENTITY_RECOGNIZER]", + "filters": { + "transcribe": { + "analyseConversation": true } + } + }, + "audio": { + "enabled": true, + "key": "[PROXY_M4A_FILE]" + }, + "request": { + "timestamp": 1711518537081 } + } } + ``` -| Field | Description | Comments | -| :-----| :-----------| :---------| -| input.duration | indicates the audio duration | Information from MediaInfo | -| input.aiOptions.transcribe | run Amazon Transcribe | | -| input.aiOptions.languageCode | forces the language code when running Amazon Transcribe | If the field is not present, Amazon Transcribe auto-detects the language code | -| input.aiOptions.customLanguageModel | specifies an Amazon Transcribe Custom Language Model (CLM) to use | If languageCode is specified, the CLM must also be trained with the same language code | -| input.aiOptions.customVocabulary | specifies an Amazon Transcribe Custom Vocabulary (CV) to use | If languageCode is specified, the CV must also match the language code | -| input.aiOptions.keyphrase | run Amazon Comprehend Key Phrases detection | | -| input.aiOptions.entity | run Amazon Comprehend Entities detection | | -| input.aiOptions.sentiment | run Amazon Comprehend Sentiment detection | | -| input.aiOptions.customentity | run Amazon Comprehend Custom Entities detection | | -| input.aiOptions.customEntityRecognizer | specifies the Custom Entity Recognizer (CER) to use | customentity field must be true. If languageCode is specified, the CER must also match the language code | -| input.audio.enabled | indicates audio analysis is required | Must be true | -| input.audio.key | the M4A proxy audio generated by AWS Elemental MediaConvert | Must exist | -| input.request.timestamp | request timestamp | If present, the timestamp (_DATETIME_) is concatenated to the path to store the raw analysis results | +## State Descriptions -__ +#### _State: Start transcribe and wait_ -## State: Start transcribe and wait -A state where a lambda function uses [Amazon Transcribe](https://aws.amazon.com/transcribe/) service to start a transcription job asynchronously and wait for the job to complete. It uses [Step Functions Service Integration Pattern](https://docs.aws.amazon.com/step-functions/latest/dg/connect-to-resource.html) which is similar to and is covered in [Using State Machine Service Integration with AWS Elemental MediaConvert service](../../ingest/automation/README.md#state-machine-service-integration) chapter. +The lambda function leverages the [Service Backlog Management System](../../../layers/service-backlog-lib/README.md) to queue the transcribe job request and wait for the request to be processed. The Backlog system runs the Amazon Transcribe StartTranscriptionJob API and sends the task result back to the Audio Analysis State Machine when the transcription job is completed. -__ +#### _State: Collect transcribe results_ -## State: Collect transcribe results -A state where a lambda function ensures that the transcription job is completed (not failed) and the transcription results (JSON file) and the [Amazon Transcribe generated subtitle file](https://docs.aws.amazon.com/transcribe/latest/dg/subtitles.html) (WebVTT format) are present and stored in the S3 proxy bucket. +The lambda function ensures the transcription JSON output and the subtitle WebVTT files are present. If the transcription is present, the lambda function sends the WebVTT output to Amazon Bedrock Anthropic Claude 3 Haiku (or Sonnet) to analyze the transcript and provide a breakdown of the conversation topics. -__ +```json -## State: Got transcription data? -A Choice state that checks whether we got transcription data by checking the presence of the following fields: _$.data.transcribe.languageCode_, _$.data.transcribe.output_, and _$.data.transcribe.vtt_. If all fields are set, it transitions to the next state, ```Index transcribe results``` state. If one of the fields is not present, it moves to the ```Analysis completed``` state indicating the audio analysis has completed. +{ + "usage": { + "inputTokens": 11594, + "outputTokens": 551 + }, + "chapters": [ + { + "start": "00:00:25.600", + "end": "00:01:30.019", + "reason": "This part introduces the show and the host, setting up the premise of visiting startups using technology to improve the world." + }, + ... + ] +} -__ +``` -## State: Index transcribe results -A state where a lambda function downloads and parses the WebVTT file using an open source package [node-webvtt](https://github.com/osk/node-webvtt) and indexes the timestamped transcription results to the Amazon OpenSearch cluster under the ```transcribe``` indice. +#### _State: Got transcription data?_ -__ +The Choice state checks if the transcription output and WebVTT files are present. If both are present, the workflow executes the next step, "Index transcribe results". Otherwise, it skips the rest of the NLP analysis and moves to "Analysis completed" step. -## State: Batch detect entities -A state where a lambda function runs Amazon Comprehend [BatchDetectEntities](https://docs.aws.amazon.com/comprehend/latest/dg/API_BatchDetectEntities.html) to extract entities from the transcription and converts the character based offset to timestamp based results. The lambda function preserves and stores the _original_ entity results from Amazon Comprehend service to the S3 proxy bucket under _s3://PROXY_BUCKET/UUID/FILE_BASENAME/raw/DATETIME/comprehend/entity/output.manifest_ and stores the timestamped version of metadata result in JSON results to _s3://PROXY_BUCKET/UUID/FILE_BASENAME/metadata/entity/output.json_ which is used to index the entities later on. +#### _State: Index transcribe results_ -__ - -## State: Index entity results -A state where it downloads the metadata result and indexes the entity results to the Amazon OpenSearch cluster under ```entity``` indice. +The lambda function indexes the "timestamped" dialogues from the WebVTT subtitle output to the Amazon OpenSearch cluster. -__ +#### _State: Start comprehend analysis_ -## State: Batch detect keyphrases -A state where a lambda function runs Amazon Comprehend [BatchDetectKeyPhrases](https://docs.aws.amazon.com/comprehend/latest/dg/API_BatchDetectKeyPhrases.html) and stores the original keyphrase results to _s3://PROXY_BUCKET/UUID/FILE_BASENAME/raw/DATETIME/comprehend/keyphrase/output.manifest_ and the timestamped metadata JSON file to _s3://PROXY_BUCKET/UUID/FILE_BASENAME/metadata/keyphrase/output.json_. +This Parallel state begins to run various NLP analysis branches concurrently. -__ +#### _State: Batch detect entities_ -## State: Index keyphrase results -A state where it downloads the metadata result and indexes the keyphrase results to the Amazon OpenSearch cluster under ```keyphrase``` indice. +The lambda function uses Amazon Comprehend BatchDetectEntities API to extract entities from the transcript and converts the "character" offset of the detected entities into a timestamp-based format. -__ +#### _State: Index entity results_ -## State: Batch detect sentiments -A state where a lambda function runs Amazon Comprehend [BatchDetectSentiment](https://docs.aws.amazon.com/comprehend/latest/dg/API_BatchDetectSentiment.html) and stores the original sentiment results to _s3://PROXY_BUCKET/UUID/FILE_BASENAME/raw/DATETIME/comprehend/sentiment/output.manifest_ and the timestamped metadata JSON file to _s3://PROXY_BUCKET/UUID/FILE_BASENAME/metadata/sentiment/output.json_. +The lambda function indexes the entity results with timestamps to the Amazon OpenSearch cluster. -__ +#### _State: Batch detect keyphrases_ -## State: Index sentiment results -A state where it downloads the metadata result and indexes the sentiment results to the Amazon OpenSearch cluster under ```sentiment``` indice. +The lambda function uses Amazon Comprehend BatchDetectKeyPhrases API to analyze the transcript for keyphrases. -__ +#### _State: Index keyphrase results_ -## _Custom Entity Recognition branch_ -_The Custom Entity Recognition branch is a slightly different compared to other Amazon Comprehend processes. It requires an asynchrouous operation, [StartEntitiesDetectionJob](https://docs.aws.amazon.com/comprehend/latest/dg/API_StartEntitiesDetectionJob.html) to analyze the transcription with the Custom Entity Recognizer. Learn more about how to [Build a custom entity recognizer using Amazon Comprehend](https://aws.amazon.com/blogs/machine-learning/build-a-custom-entity-recognizer-using-amazon-comprehend/)._ +The lambda function indexes the keyphrase results with timestamps to the Amazon OpenSearch cluster. -_In addition, the default maximum number of active (concurrent) Custom Entity Recognizer jobs allowed per account is **10 jobs**. Therefore, the Custom Entity Recognition branch uses the [Service Backlog Management System](../../../layers/service-backlog-lib/README.md) to queue the request internally to avoid hitting the concurrent limit._ +#### _State: Batch detect sentiments_ -## State: Check custom entity criteria -A state where a lambda function ensures that the Custom Entity Recognizer is runnable and the language code of the transcription result is same as the language code of the trained recognizer. +The lambda function uses Amazon Comprehend BatchDetectSentiment API to analyze the sentiment of the transcript. -If the criteria are met, the state lambda function prepares the documents to be analyzed, stores them to _s3://PROXY_BUCKET/UUID/FILE_BASENAME/raw/DATETIME/comprehend/customentity/document-XXX.txt_, and set the _$.data.comprehend.customentity.prefix_ field indicating there are documents to be processed. +#### _State: Index sentiment results_ -__ +The lambda function indexes the sentiment results with timestamps to the Amazon OpenSearch cluster. -## State: Can start custom entity? -A Choice state to determine where we can continue with the Custom Entity detection by checking _$.data.comprehend.customentity.prefix_ field. +#### _State: Check custom entity criteria_ -__ +The lambda function ensures the custom entity recognizer is trained with the same language as the language of the transcription output. -## State: Start and wait custom entity -A state where a lambda function starts the entity detection with the Custom Entity Recognizer by registering the request to the [Service Backlog Management System](../../../layers/service-backlog-lib/README.md) and waits for the Backlog service to start the process by using the [Step Functions Service Integration Pattern](https://docs.aws.amazon.com/step-functions/latest/dg/connect-to-resource.html) discussed in an earlier chapter. The diagram shown below demonstrates the wiring of the service integration pattern and backlog management system. +#### _State: Can start custom entity?_ -![Analys Audio Backlog Custom Entity Service Integration](../../../../deployment/tutorials/images/analysis-audio-backlog-custom-entity.png) +The Choice state determines if the custom entity analysis can be started based on the criteria. -In _Step 1_, the _Start and wait custom entity_ state lambda function registers a request to the Service Backlog Management System to start the custom entity detection. The Service Backlog queues the request internally and starts the process whenever possilbe. +#### _State: Start and wait custom entity_ -The state lambda then stores the backlog request ID and the state machine execution token to the _service-token_ table in _Step 2_. +The lambda function registers a job to the Service Backlog system to analyze the transcript using the custom entity recognizer and waits for the job to complete. -When the job is started by Amazon Comprehend service, the Service Backlog Management System sends an event to the Amazon EventBridge where an Event Rule is configured to listen to _Service Backlog Status Change_ event and triggers a lambda function (_analysis-status-updater_) to process in _Step 3, 4 and 5_. +#### _State: Wait for custom entity status (3mins)_ -The _analysis-status-updater_ lambda function fetches the execution token from the _service-token_ table using the backlog request ID and notifies the state machine to resume the execution in _Step 6 & 7_, described in [Analysis Workflow Status Updater](../automation/status-updater/README.md). +The Wait state waits for 3 minutes before rechecking the custom entity job status. -The state machine transitions to the next state, _Wait for custom entity status (3 mins)_ state. +#### _State: Check custom entity status_ -__ +The lambda function checks the status of the custom entity job and updates the `$.status` accordingly. -## State: Wait for custom entity status (3 mins) -Amazon Comprehend service does not currently support Amazon CloudWatch Events nor Amazon SNS notifications. Therfore, the state machine proactively polls the job status every 3 minutes. +#### _State: Custom entity completed?_ -This is a Wait state where it waits for 3 minutes and transitions to the next state, ```Check custom entity status``` state. +The Choice state evaluates the custom entity job status and either continues the analysis in the next step or skips the custom entity analysis. -__ +#### _State: Create custom entity track_ -## State: Check custom entity status -A state where a lambda function checks the status of the Custom Entity Detection job. If the job is completed or failed, the lambda function deletes its backlog item from the Service Backlog Management System and sets the state data, _$.status_ to _COMPLETED_ or _ERROR_. +The lambda function converts the text-based custom entity outputs into timestamp-based output. -__ +#### _State: Index customentity results_ -## State: Custom entity completed? -A Choice state that checks _$.status_ field. If it is set to _COMPLETED_, transitions to the ```Create custom entity track``` state. If _$.status_ is set to _ERROR_ or _NO_DATA_, moves to ```Custom entity skipped``` state. Otherwise, transitions back to ```Wait for custom entity status (3mins)``` state to wait for the job to complete. +The lambda function indexes the custom entity results with timestamps to the Amazon OpenSearch cluster. -__ +#### _State: Custom entity skipped_ -## State: Create custom entity track -A state where a lambda function untar the custom entity results stored in _s3://PROXY_BUCKET/UUID/FILE_BASENAME/raw/DATETIME/comprehend/customentity/NER_FOLDER/output/output.tar.gz_ . Then, it parses and converts the results into timestamp based metadata and stores it back to _s3://PROXY_BUCKET/UUID/FILE_BASENAME/metadata/customentity/output.json_ which is used to index the entities later on. +A Succeed state indicates the custom entity branch is skipped. -__ +#### _State: Analysis completed_ -## State: Index custom entity results -A state where it downloads the metadata result and indexes the custom entity results to the Amazon OpenSearch cluster under ```customentity``` indice. +After the parallel branches have completed, the lambda function merges the parallel outputs. -__ +## Metadata location -## State: Custom entity skipped -A End state indicates that there is no custom entity being detected. +The Audio Analysis State Machine generates various output files, which are stored in the specified locations. -__ +|Output|Location| +|:--|:--| +|**Amazon Transcribe**|| +|Original transcription|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/raw/[DATE_TIME]/transcribe/[FILENAME].json| +|Original WebVTT subtitle|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/raw/[DATE_TIME]/transcribe/[FILENAME].vtt| +|Conversation analysis|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/raw/[DATE_TIME]/transcribe/conversation.json| +|**Amazon Comprehend Entity**|| +|Original entities (JSONL)|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/raw/[DATE_TIME]/comprehend/entity/output.manifest| +|Generated metadata|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/metadata/entity/output.json| +|**Amazon Comprehend Keyphrase**|| +|Original keyphrase (JSONL)|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/raw/[DATE_TIME]/comprehend/keyphrase/output.manifest| +|Generated metadata|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/metadata/keyphrase/output.json| +|**Amazon Comprehend Sentiment**|| +|Original sentiment (JSONL)|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/raw/[DATE_TIME]/comprehend/sentiment/output.manifest| +|Generated metadata|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/metadata/sentiment/output.json| +|**Amazon Comprehend Custom Entity**|| +|Original custom entity (JSONL)|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/raw/[DATE_TIME]/comprehend/customentity/output.manifest| +|Generated metadata|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/metadata/customentity/output.json| ## AWS Lambda function (analysis-audio) -The analysis-audio lambda function provides the implementation to support different states of the Analysis Audio state machine. The following AWS XRAY trace diagram illustrates the AWS resources this lambda function communicates to. -![Analysis Audio Lambda function](../../../../deployment/tutorials/images/analysis-audio-lambda.png) +The analysis-audio lambda function provides the implementation to support different states of the Analysis Document state machine. -__ +## IAM Role Policy -## IAM Role Permission +The IAM role policy for the analysis-audio lambda function is provided. ```json { "Version": "2012-10-17", "Statement": [ + { + "Action": [ + "logs:CreateLogGroup", + "logs:CreateLogStream", + "logs:PutLogEvents" + ], + "Resource": "[CLOUDWATCH_LOGS]", + "Effect": "Allow" + }, { "Action": "s3:ListBucket", - "Resource": "PROXY_BUCKET", + "Resource": "[PROXY_BUCKET]", "Effect": "Allow" }, { @@ -196,7 +203,7 @@ __ "s3:GetObject", "s3:PutObject" ], - "Resource": "PROXY_BUCKET/*", + "Resource": "[PROXY_BUCKET]", "Effect": "Allow" }, { @@ -207,10 +214,7 @@ __ "dynamodb:UpdateItem", "dynamodb:DeleteItem" ], - "Resource": [ - "SERVICE_TOKEN_TABLE", - "SERVICE_BACKLOG_TABLE" - ], + "Resource": "[SERVICE_TOKEN_TABLE]", "Effect": "Allow" }, { @@ -240,7 +244,7 @@ __ }, { "Action": "comprehend:DescribeEntityRecognizer", - "Resource": "CUSTOM_ENTITY_RECOGNIZER", + "Resource": "[CUSTOM_ENTITY_RECOGNIZER]", "Effect": "Allow" }, { @@ -255,12 +259,12 @@ __ }, { "Action": "iam:PassRole", - "Resource": "SERVICE_DATA_ACCESS_ROLE", + "Resource": "[DATA_ACCESS_ROLE]", "Effect": "Allow" }, { "Action": "events:PutEvents", - "Resource": "SERVICE_BACKLOG_EVENT_BUS", + "Resource": "[SERVICE_BACKLOG_EVENTBUS]", "Effect": "Allow" }, { @@ -271,18 +275,51 @@ __ "es:ESHttpPut", "es:ESHttpDelete" ], - "Resource": "OPENSEARCH_CLUSTER", + "Resource": "[OPENSEARCH_DOMAIN]", + "Effect": "Allow" + }, + { + "Action": "aoss:APIAccessAll", + "Resource": "[OPENSEARCH_SERVERLESS_COLLECTION]", "Effect": "Allow" } ] } + ``` -__ + +#### _IAM Role Policy (Amazon Bedrock)_ + +```json +{ + "Version": "2012-10-17", + "Statement": [ + { + "Action": "bedrock:ListFoundationModels", + "Resource": "*", + "Effect": "Allow" + }, + { + "Action": "bedrock:InvokeModel", + "Resource": "[ANTHROPIC_CLAUDE_3_MODEL]", + "Effect": "Allow" + } + ] +} + +``` + +## X-Ray Trace + +The AWS XRAY trace diagram demonstrates the AWS services the analysis-audio lambda function communicates with. + +![Audio Analysis Lambda function](../../../../deployment/tutorials/images/analysis-audio-lambda.png) ## Related topics -* [Service Backlog Management System](../../../layers/service-backlog-lib/README.md) -* [Analysis Workflow Status Updater](../automation/status-updater/README.md) + +- [Service Backlog Management System](../../../layers/service-backlog-lib/README.md) +- [Analysis Workflow Status Updater](../automation/status-updater/README.md) __ -Back to [Analysis Main State Machine](../main/README.md) | Back to [Table of contents](../../../../README.md#table-of-contents) +Back to [Analysis Main State Machine](../main/README.md) | Back to [Table of contents](../../../../README.md#table-of-contents) \ No newline at end of file diff --git a/source/main/analysis/audio/index.js b/source/main/analysis/audio/index.js index 454d503..e9db9ac 100644 --- a/source/main/analysis/audio/index.js +++ b/source/main/analysis/audio/index.js @@ -32,7 +32,7 @@ const REQUIRED_ENVS = [ 'ENV_SOLUTION_ID', 'ENV_RESOURCE_PREFIX', 'ENV_SOLUTION_UUID', - 'ENV_ANONYMIZED_USAGE', + 'ENV_ANONYMOUS_USAGE', 'ENV_IOT_HOST', 'ENV_IOT_TOPIC', 'ENV_PROXY_BUCKET', @@ -47,7 +47,7 @@ function parseEvent(event, context) { return new StateData(stateMachine, parsed, context); } if (!parsed.stateExecution) { - throw new Error('fail to parse event.stateExecution'); + throw new AnalysisError('fail to parse event.stateExecution'); } /* parse execution input object */ @@ -57,7 +57,7 @@ function parseEvent(event, context) { const executionArn = parsed.stateExecution.Id; delete parsed.stateExecution; if (!uuid || !input) { - throw new Error('fail to find uuid or input from event.stateExecution'); + throw new AnalysisError('fail to find uuid or input from event.stateExecution'); } /* parse and merge parallel state outputs */ const parallelStateOutputs = parsed.parallelStateOutputs; @@ -94,8 +94,6 @@ function parseEvent(event, context) { return new StateData(stateMachine, parsed, context); } -exports.parseEvent = parseEvent; - exports.handler = async (event, context) => { console.log(`event = ${JSON.stringify(event, null, 2)}; context = ${JSON.stringify(context, null, 2)};`); diff --git a/source/main/analysis/audio/index.spec.js b/source/main/analysis/audio/index.spec.js index 1ba79f5..4ad2010 100644 --- a/source/main/analysis/audio/index.spec.js +++ b/source/main/analysis/audio/index.spec.js @@ -64,7 +64,7 @@ const context = { const event_for_collect_transcribe_results = { "uuid": "b72fc9c0-58eb-83ef-42f2-dfceb342798f", - "stateMachine": "so0050-0a709c9ee415-analysis-audio", + "stateMachine": "so0050-111111111111-analysis-audio", "operation": "collect-transcribe-results", "overallStatus": "PROCESSING", "status": "NO_DATA", @@ -81,7 +81,7 @@ const event_for_collect_transcribe_results = { "enabled": false }, "destination": { - "bucket": "so0050-0a709c9ee415-193234372883-us-west-2-proxy", + "bucket": "so0050-111111111111-000000000000-us-west-2-proxy", "prefix": "b72fc9c0-58eb-83ef-42f2-dfceb342798f/surfers/" }, "video": { @@ -89,7 +89,7 @@ const event_for_collect_transcribe_results = { "key": "b72fc9c0-58eb-83ef-42f2-dfceb342798f/surfers/transcode/aiml/surfers.mp4" }, "uuid": "b72fc9c0-58eb-83ef-42f2-dfceb342798f", - "bucket": "so0050-0a709c9ee415-193234372883-us-west-2-ingest", + "bucket": "so0050-111111111111-000000000000-us-west-2-ingest", "duration": 34273, "attributes": {}, "audio": { @@ -163,7 +163,7 @@ const event_for_index_transcribe_results = { "enabled": false }, "destination": { - "bucket": "so0050-0a709c9ee415-193234372883-us-west-2-proxy", + "bucket": "so0050-111111111111-000000000000-us-west-2-proxy", "prefix": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/" }, "video": { @@ -171,7 +171,7 @@ const event_for_index_transcribe_results = { "key": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4" }, "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "bucket": "so0050-0a709c9ee415-193234372883-us-west-2-ingest", + "bucket": "so0050-111111111111-000000000000-us-west-2-ingest", "duration": 284653, "attributes": {}, "audio": { @@ -235,7 +235,7 @@ const event_start_transcribe_and_wait = { "status": "NOT_STARTED", "progress": 0, "input": { - "bucket": "so0050-0a709c9ee415-193234372883-us-west-2-ingest", + "bucket": "so0050-111111111111-000000000000-us-west-2-ingest", "key": "JUMANJI_Interview/JUMANJI_Interview.mp4", "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", "aiOptions": { @@ -273,7 +273,7 @@ const event_start_transcribe_and_wait = { }, "attributes": {}, "destination": { - "bucket": "so0050-0a709c9ee415-193234372883-us-west-2-proxy", + "bucket": "so0050-111111111111-000000000000-us-west-2-proxy", "prefix": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/" }, "duration": 284653, @@ -321,7 +321,7 @@ const event_StateCollectTranscribeResults = { "enabled": false }, "destination": { - "bucket": "so0050-0a709c9ee415-193234372883-us-west-2-proxy", + "bucket": "so0050-111111111111-000000000000-us-west-2-proxy", "prefix": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/" }, "video": { @@ -329,7 +329,7 @@ const event_StateCollectTranscribeResults = { "key": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4" }, "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "bucket": "so0050-0a709c9ee415-193234372883-us-west-2-ingest", + "bucket": "so0050-111111111111-000000000000-us-west-2-ingest", "duration": 284653, "attributes": {}, "audio": { @@ -403,7 +403,7 @@ const event_StateIndexTranscribeResults = { "enabled": false }, "destination": { - "bucket": "so0050-0a709c9ee415-193234372883-us-west-2-proxy", + "bucket": "so0050-111111111111-000000000000-us-west-2-proxy", "prefix": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/" }, "video": { @@ -411,7 +411,7 @@ const event_StateIndexTranscribeResults = { "key": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4" }, "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "bucket": "so0050-0a709c9ee415-193234372883-us-west-2-ingest", + "bucket": "so0050-111111111111-000000000000-us-west-2-ingest", "duration": 284653, "attributes": {}, "audio": { @@ -486,7 +486,7 @@ const event_StateStartSentiment = { "enabled": false }, "destination": { - "bucket": "so0050-0a709c9ee415-193234372883-us-west-2-proxy", + "bucket": "so0050-111111111111-000000000000-us-west-2-proxy", "prefix": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/" }, "video": { @@ -494,7 +494,7 @@ const event_StateStartSentiment = { "key": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4" }, "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "bucket": "so0050-0a709c9ee415-193234372883-us-west-2-ingest", + "bucket": "so0050-111111111111-000000000000-us-west-2-ingest", "duration": 284653, "attributes": {}, "audio": { @@ -571,7 +571,7 @@ const event_StateIndexSentimentResults = { "enabled": false }, "destination": { - "bucket": "so0050-0a709c9ee415-193234372883-us-west-2-proxy", + "bucket": "so0050-111111111111-000000000000-us-west-2-proxy", "prefix": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/" }, "video": { @@ -579,7 +579,7 @@ const event_StateIndexSentimentResults = { "key": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4" }, "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "bucket": "so0050-0a709c9ee415-193234372883-us-west-2-ingest", + "bucket": "so0050-111111111111-000000000000-us-west-2-ingest", "duration": 284653, "attributes": {}, "audio": { @@ -662,7 +662,7 @@ const event_StateStartKeyphrase = { "enabled": false }, "destination": { - "bucket": "so0050-0a709c9ee415-193234372883-us-west-2-proxy", + "bucket": "so0050-111111111111-000000000000-us-west-2-proxy", "prefix": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/" }, "video": { @@ -670,7 +670,7 @@ const event_StateStartKeyphrase = { "key": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4" }, "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "bucket": "so0050-0a709c9ee415-193234372883-us-west-2-ingest", + "bucket": "so0050-111111111111-000000000000-us-west-2-ingest", "duration": 284653, "attributes": {}, "audio": { @@ -747,7 +747,7 @@ const event_StateIndexKeyphraseResults = { "enabled": false }, "destination": { - "bucket": "so0050-0a709c9ee415-193234372883-us-west-2-proxy", + "bucket": "so0050-111111111111-000000000000-us-west-2-proxy", "prefix": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/" }, "video": { @@ -755,7 +755,7 @@ const event_StateIndexKeyphraseResults = { "key": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4" }, "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "bucket": "so0050-0a709c9ee415-193234372883-us-west-2-ingest", + "bucket": "so0050-111111111111-000000000000-us-west-2-ingest", "duration": 284653, "attributes": {}, "audio": { @@ -838,7 +838,7 @@ const event_StateStartEntity = { "enabled": false }, "destination": { - "bucket": "so0050-0a709c9ee415-193234372883-us-west-2-proxy", + "bucket": "so0050-111111111111-000000000000-us-west-2-proxy", "prefix": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/" }, "video": { @@ -846,7 +846,7 @@ const event_StateStartEntity = { "key": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4" }, "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "bucket": "so0050-0a709c9ee415-193234372883-us-west-2-ingest", + "bucket": "so0050-111111111111-000000000000-us-west-2-ingest", "duration": 284653, "attributes": {}, "audio": { @@ -923,7 +923,7 @@ const event_StateIndexEntityResults = { "enabled": false }, "destination": { - "bucket": "so0050-0a709c9ee415-193234372883-us-west-2-proxy", + "bucket": "so0050-111111111111-000000000000-us-west-2-proxy", "prefix": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/" }, "video": { @@ -931,7 +931,7 @@ const event_StateIndexEntityResults = { "key": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4" }, "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "bucket": "so0050-0a709c9ee415-193234372883-us-west-2-ingest", + "bucket": "so0050-111111111111-000000000000-us-west-2-ingest", "duration": 284653, "attributes": {}, "audio": { @@ -1013,7 +1013,7 @@ const event_StateIndexEntityResults = { ENV_SOLUTION_ID: 'Test_ENV_Variable', ENV_RESOURCE_PREFIX: 'Test_ENV_Variable', ENV_SOLUTION_UUID: 'Test_ENV_Variable', - ENV_ANONYMIZED_USAGE: 'Test_ENV_Variable', + ENV_ANONYMOUS_USAGE: 'Test_ENV_Variable', ENV_IOT_HOST: 'Test_ENV_Variable', ENV_IOT_TOPIC: 'Test_ENV_Variable', ENV_PROXY_BUCKET: 'Test_ENV_Variable', diff --git a/source/main/analysis/audio/jest.config.js b/source/main/analysis/audio/jest.config.js index d0a7808..6207c87 100644 --- a/source/main/analysis/audio/jest.config.js +++ b/source/main/analysis/audio/jest.config.js @@ -1,6 +1,5 @@ module.exports = { - setupTestFrameworkScriptFile: 'tests/setup.js', - transform: { + transform: { '^.+\\.jsx?$': 'babel-jest', }, roots: [''], diff --git a/source/main/analysis/audio/package-lock.json b/source/main/analysis/audio/package-lock.json index 00407a6..fd6a50b 100644 --- a/source/main/analysis/audio/package-lock.json +++ b/source/main/analysis/audio/package-lock.json @@ -1,8821 +1,62 @@ { "name": "analysis-audio", - "version": "1.0.0", - "lockfileVersion": 2, + "version": "3.0.0", + "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "analysis-audio", - 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"version": "1.0.0", + "version": "3.0.0", "description": "Analysis Audio nested state machine lambda to run Amazon Transcribe and Amazon Comprehend services", "main": "index.js", "private": true, @@ -9,19 +9,13 @@ "test": "jest --coverage", "build:clean": "rm -rf dist && mkdir -p dist", "build:copy": "cp -rv index.js package.json states dist/", - "build:install": "cd dist && npm install --omit=dev --omit=optional", + "build:install": "cd dist && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" }, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, + "author": "aws-mediaent-solutions", "devDependencies": { "core-lib": "file:../../../layers/core-lib", - "service-backlog-lib": "file:../../../layers/service-backlog-lib", - "@babel/plugin-transform-modules-commonjs": "^7.19.6", - "jest": "^29.3.1" - }, - "license": "Apache-2.0" + "service-backlog-lib": "file:../../../layers/service-backlog-lib" + } } diff --git a/source/main/analysis/audio/setEnvVars.js b/source/main/analysis/audio/setEnvVars.js index 331686f..b29b464 100644 --- a/source/main/analysis/audio/setEnvVars.js +++ b/source/main/analysis/audio/setEnvVars.js @@ -2,7 +2,7 @@ process.env.ENV_ES_DOMAIN_ENDPOINT = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_ID = 'Test_ENV_Variable'; process.env.ENV_RESOURCE_PREFIX = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_UUID = 'Test_ENV_Variable'; -process.env.ENV_ANONYMIZED_USAGE = 'Test_ENV_Variable'; +process.env.ENV_ANONYMOUS_USAGE = 'Test_ENV_Variable'; process.env.ENV_IOT_HOST = 'Test_ENV_Variable'; process.env.ENV_IOT_TOPIC = 'Test_ENV_Variable'; process.env.ENV_PROXY_BUCKET = 'Test_ENV_Variable'; diff --git a/source/main/analysis/audio/stateMachineDefinition.json b/source/main/analysis/audio/stateMachineDefinition.json index 4f63d8e..4f979c0 100644 --- a/source/main/analysis/audio/stateMachineDefinition.json +++ b/source/main/analysis/audio/stateMachineDefinition.json @@ -5,7 +5,7 @@ "Type": "Task", "Resource":"arn:aws:states:::lambda:invoke.waitForTaskToken", "Parameters": { - "FunctionName": "${a0}", + "FunctionName": "${AnalysisAudioLambda}", "Payload": { "token.$":"$$.Task.Token", "operation": "start-transcribe", @@ -30,7 +30,7 @@ }, "Collect transcribe results": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${AnalysisAudioLambda.Arn}", "Parameters": { "operation": "collect-transcribe-results", "uuid.$": "$.uuid", @@ -80,7 +80,7 @@ }, "Index transcribe results": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${AnalysisAudioLambda.Arn}", "Parameters": { "operation": "index-transcribe-results", "uuid.$": "$.uuid", @@ -109,7 +109,7 @@ "States": { "Batch detect entities": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${AnalysisAudioLambda.Arn}", "Parameters": { "uuid.$": "$.uuid", "status": "NOT_STARTED", @@ -132,7 +132,7 @@ }, "Index entity results": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${AnalysisAudioLambda.Arn}", "Parameters": { "uuid.$": "$.uuid", "status": "NOT_STARTED", @@ -160,7 +160,7 @@ "States": { "Batch detect keyphrases": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${AnalysisAudioLambda.Arn}", "Parameters": { "uuid.$": "$.uuid", "status": "NOT_STARTED", @@ -183,7 +183,7 @@ }, "Index keyphrase results": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${AnalysisAudioLambda.Arn}", "Parameters": { "uuid.$": "$.uuid", "status": "NOT_STARTED", @@ -211,7 +211,7 @@ "States": { "Batch detect sentiments": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${AnalysisAudioLambda.Arn}", "Parameters": { "uuid.$": "$.uuid", "status": "NOT_STARTED", @@ -234,7 +234,7 @@ }, "Index sentiment results": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${AnalysisAudioLambda.Arn}", "Parameters": { "uuid.$": "$.uuid", "status": "NOT_STARTED", @@ -262,7 +262,7 @@ "States": { "Check custom entity criteria": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${AnalysisAudioLambda.Arn}", "Parameters": { "uuid.$": "$.uuid", "status": "NOT_STARTED", @@ -310,7 +310,7 @@ "Type": "Task", "Resource":"arn:aws:states:::lambda:invoke.waitForTaskToken", "Parameters": { - "FunctionName": "${a0}", + "FunctionName": "${AnalysisAudioLambda}", "Payload": { "token.$":"$$.Task.Token", "uuid.$": "$.uuid", @@ -341,7 +341,7 @@ }, "Check custom entity status": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${AnalysisAudioLambda.Arn}", "Parameters": { "uuid.$": "$.uuid", "status": "NOT_STARTED", @@ -388,7 +388,7 @@ }, "Create custom entity track": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${AnalysisAudioLambda.Arn}", "Parameters": { "uuid.$": "$.uuid", "status": "NOT_STARTED", @@ -411,7 +411,7 @@ }, "Index custom entity results": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${AnalysisAudioLambda.Arn}", "Parameters": { "uuid.$": "$.uuid", "status": "NOT_STARTED", @@ -442,7 +442,7 @@ }, "Analysis completed": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${AnalysisAudioLambda.Arn}", "Parameters": { "operation": "job-completed", "stateExecution.$": "$$.Execution", diff --git a/source/main/analysis/audio/states/check-custom-entity-criteria/index.js b/source/main/analysis/audio/states/check-custom-entity-criteria/index.js index d6b3b83..8027ee0 100644 --- a/source/main/analysis/audio/states/check-custom-entity-criteria/index.js +++ b/source/main/analysis/audio/states/check-custom-entity-criteria/index.js @@ -1,20 +1,17 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + ComprehendClient, + DescribeEntityRecognizerCommand, +} = require('@aws-sdk/client-comprehend'); const PATH = require('path'); const { Environment, AnalysisTypes, CommonUtils, - Indexer, + xraysdkHelper, + retryStrategyHelper, } = require('core-lib'); const BaseStateStartComprehend = require('../shared/baseStateStartComprehend'); @@ -25,6 +22,7 @@ const DOC_BASENAME = 'document'; const FILLER = ' '; const MIN_CHARACTERS = 3; const DOCUMENTS_PER_BATCH = 25; +const CUSTOM_USER_AGENT = Environment.Solution.Metrics.CustomUserAgent; class StateCheckCustomEntityCriteria extends BaseStateStartComprehend { constructor(stateData) { @@ -45,20 +43,19 @@ class StateCheckCustomEntityCriteria extends BaseStateStartComprehend { if (!(await this.getCustomEntityRecognizer())) { return this.dataLessThenThreshold(); } + /* download indexed transcription */ - const indexer = new Indexer(); - const doc = await indexer.getDocument(INDEX_TRANSCRIBE, this.stateData.uuid) - .catch((e) => - console.error(`[ERR]: indexer.getDocument: ${this.stateData.uuid} ${JSON.stringify(e.body, null, 2)}`)); - if (!doc || doc.data.length === 0) { + const doc = await this.getTranscribeResults(); + if (!doc || doc.length === 0) { return this.dataLessThenThreshold(); } + /* preparing the document for analysis. */ /* At most 25 lines per document. Each line is less than 5KB */ const bucket = this.stateData.input.destination.bucket; const documents = []; - while (doc.data.length) { - documents.push(this.prepareDocument(doc.data)); + while (doc.length) { + documents.push(this.prepareDocument(doc)); } /* upload input documents */ const numOutputs = documents.length; @@ -100,20 +97,25 @@ class StateCheckCustomEntityCriteria extends BaseStateStartComprehend { } const languageCode = this.getComprehendLanguageCode(); const arn = `arn:aws:comprehend:${process.env.AWS_REGION}:${this.stateData.accountId}:entity-recognizer/${name}`; - const comprehend = new AWS.Comprehend({ - apiVersion: '2017-11-27', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - const recognizer = await comprehend.describeEntityRecognizer({ + + const comprehendClient = xraysdkHelper(new ComprehendClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new DescribeEntityRecognizerCommand({ EntityRecognizerArn: arn, - }).promise() - .then(data => ({ - arn: data.EntityRecognizerProperties.EntityRecognizerArn, - languageCode: data.EntityRecognizerProperties.LanguageCode, - canUse: data.EntityRecognizerProperties.Status === 'TRAINED' - || data.EntityRecognizerProperties.Status === 'STOPPED', + }); + + const recognizer = await comprehendClient.send(command) + .then((res) => ({ + arn: res.EntityRecognizerProperties.EntityRecognizerArn, + languageCode: res.EntityRecognizerProperties.LanguageCode, + canUse: res.EntityRecognizerProperties.Status === 'TRAINED' + || res.EntityRecognizerProperties.Status === 'STOPPED', })) - .catch(() => undefined); + .catch(() => + undefined); return (recognizer && recognizer.canUse diff --git a/source/main/analysis/audio/states/check-custom-entity-status/index.js b/source/main/analysis/audio/states/check-custom-entity-status/index.js index 90a2ee9..ab582f5 100644 --- a/source/main/analysis/audio/states/check-custom-entity-status/index.js +++ b/source/main/analysis/audio/states/check-custom-entity-status/index.js @@ -1,17 +1,15 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + ComprehendClient, + DescribeEntitiesDetectionJobCommand, +} = require('@aws-sdk/client-comprehend'); const { AnalysisTypes, Environment, + xraysdkHelper, + retryStrategyHelper, } = require('core-lib'); const { BacklogJob, @@ -36,6 +34,7 @@ const STATUS_FAILED = [ STOP_REQUESTED, STOPPED, ]; +const CUSTOM_USER_AGENT = Environment.Solution.Metrics.CustomUserAgent; class StateCheckCustomEntityStatus extends BaseStateStartComprehend { constructor(stateData) { @@ -51,28 +50,32 @@ class StateCheckCustomEntityStatus extends BaseStateStartComprehend { async process() { const jobId = this.stateData.data[CATEGORY][SUB_CATEGORY].jobId; - const comprehend = new AWS.Comprehend({ - apiVersion: '2017-11-27', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - const response = await comprehend.describeEntitiesDetectionJob({ + + const comprehendClient = xraysdkHelper(new ComprehendClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new DescribeEntitiesDetectionJobCommand({ JobId: jobId, - }).promise(); + }); - const jobStatus = response.EntitiesDetectionJobProperties.JobStatus; - if (STATUS_PROCESSING.indexOf(jobStatus) >= 0) { + const response = await comprehendClient.send(command); + + const status = response.EntitiesDetectionJobProperties.JobStatus; + if (STATUS_PROCESSING.includes(status)) { return this.onProgress(response); } - if (STATUS_FAILED.indexOf(jobStatus) >= 0) { + if (STATUS_FAILED.includes(status)) { return this.onError(response); } - return this.onCompleted(response); } async onCompleted(data) { await this.removeBacklogItem(data.EntitiesDetectionJobProperties.JobStatus) - .catch(() => undefined); + .catch(() => + undefined); const uri = new URL(data.EntitiesDetectionJobProperties.OutputDataConfig.S3Uri); const key = uri.pathname.slice(1); @@ -88,7 +91,8 @@ class StateCheckCustomEntityStatus extends BaseStateStartComprehend { async onError(data) { await this.removeBacklogItem(data.EntitiesDetectionJobProperties.JobStatus) - .catch(() => undefined); + .catch(() => + undefined); this.stateData.setFailed(data.EntitiesDetectionJobProperties.Message); return this.stateData.toJSON(); } diff --git a/source/main/analysis/audio/states/collect-transcribe-results/index.js b/source/main/analysis/audio/states/collect-transcribe-results/index.js index c6447a1..d8d07f4 100644 --- a/source/main/analysis/audio/states/collect-transcribe-results/index.js +++ b/source/main/analysis/audio/states/collect-transcribe-results/index.js @@ -1,31 +1,97 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); const PATH = require('path'); +const { + TranscribeClient, + GetTranscriptionJobCommand, + TranscribeServiceException, +} = require('@aws-sdk/client-transcribe'); +const { + BedrockRuntimeClient, + InvokeModelCommand, +} = require('@aws-sdk/client-bedrock-runtime'); const { StateData, - AnalysisError, + Environment: { + Solution: { + Metrics: { + CustomUserAgent, + }, + }, + }, + AnalysisTypes: { + Transcribe, + }, CommonUtils, - Environment, + xraysdkHelper, + retryStrategyHelper, + M2CException, + WebVttHelper, } = require('core-lib'); -const CATEGORY = 'transcribe'; const JOB_COMPLETED = 'COMPLETED'; +const CONVERSATION = 'conversations'; +const JSON_CONVERSATION = `${CONVERSATION}.json`; +const MIN_CONVERSATION_DURATION = 40; +const CUES_CHUNK_SIZE_INSEC = 15 * 60; +const MIN_TO_ENABLE_CHUNKING = 20 * 60; + +// Claude +const MODEL_REGION = process.env.ENV_BEDROCK_REGION; +const MODEL_ID = process.env.ENV_BEDROCK_MODEL_ID; +const MODEL_VERSION = process.env.ENV_BEDROCK_MODEL_VER; +const MODEL_PRICING = (MODEL_ID.indexOf('sonnet') > 0) + ? { + InputTokens: 0.00300, + OutputTokens: 0.01500, + } + : { + InputTokens: 0.00025, + OutputTokens: 0.00125, + }; +const MODEL_ERROR_EXCEPTION = 'ModelErrorException'; +const SYSTEM = 'You are a media operation assistant that can analyze movie transcripts in WebVTT format and suggest chapter points based on the topic changes in the conversations. It is important to read the entire transcripts.'; +const MODEL_PARAMS = { + anthropic_version: MODEL_VERSION, + max_tokens: 4096 * 4, + temperature: 0.2, + top_p: 0.7, + top_k: 20, + stop_sequences: ['\n\nHuman:'], + system: SYSTEM, +}; +const ASSISTANT = { + OutputFormat: { + role: 'assistant', + content: 'OK. I got the transcript. What output format?', + }, + Prefill: { + role: 'assistant', + content: '{', + }, +}; + +let FilterSettings = { + analyseConversation: true, +}; class StateTranscribeResults { constructor(stateData) { if (!(stateData instanceof StateData)) { - throw new AnalysisError('stateData not StateData object'); + throw new M2CException('stateData not StateData object'); } this.$stateData = stateData; + + const { + input: { + aiOptions: { + filters = {}, + }, + }, + } = stateData; + + _setFilterSettings(filters[Transcribe]); } get [Symbol.toStringTag]() { @@ -38,24 +104,58 @@ class StateTranscribeResults { async process() { try { - /* get job result */ - const jobId = this.stateData.data[CATEGORY].jobId; + const { + input: { + destination: { + bucket: proxyBucket, + }, + audio: { + key: audioKey, + }, + }, + data: { + [Transcribe]: { + jobId, + output: outPrefix, + }, + }, + } = this.stateData; + + // get job results const jobResult = await this.getJob(jobId); - if (jobResult.TranscriptionJob.TranscriptionJobStatus !== JOB_COMPLETED) { - const message = jobResult.TranscriptionJob.FailureReason - || jobResult.TranscriptionJob.TranscriptionJobStatus; - throw new Error(`${jobId}: ${message};`); + const { + TranscriptionJob: { + TranscriptionJobStatus, + FailureReason, + LanguageCodes, + LanguageCode, + }, + } = jobResult; + + if (TranscriptionJobStatus !== JOB_COMPLETED) { + const message = FailureReason || TranscriptionJobStatus; + throw new TranscribeServiceException(`${jobId}: ${message};`); } - /* download transcription */ - const bucket = this.stateData.input.destination.bucket; - const output = PATH.join(this.stateData.data[CATEGORY].output, `${jobId}.json`); - await CommonUtils.headObject(bucket, output); - const vtt = PATH.join(this.stateData.data[CATEGORY].output, `${jobId}.vtt`); - await CommonUtils.headObject(bucket, vtt); + + let languageCode = LanguageCode; + if (Array.isArray(LanguageCodes)) { + languageCode = LanguageCodes[0].LanguageCode; + } + + const output = PATH.join(outPrefix, `${jobId}.json`); + const vtt = PATH.join(outPrefix, `${jobId}.vtt`); + + // use Claude to analyse conversations + let conversation; + if (FilterSettings.analyseConversation) { + conversation = await _analyseConversation(proxyBucket, vtt); + } + return this.setCompleted({ - languageCode: jobResult.TranscriptionJob.LanguageCode, + languageCode, output, vtt, + [CONVERSATION]: conversation, }); } catch (e) { return this.setNoData(e.message); @@ -63,32 +163,582 @@ class StateTranscribeResults { } async getJob(jobId) { - const transcribe = new AWS.TranscribeService({ - apiVersion: '2017-10-26', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - return transcribe.getTranscriptionJob({ + const transcribeClient = xraysdkHelper(new TranscribeClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); + + const command = new GetTranscriptionJobCommand({ TranscriptionJobName: jobId, - }).promise(); + }); + + return transcribeClient.send(command) + .then((res) => ({ + ...res, + $metadata: undefined, + })); } setNoData(message) { - this.stateData.setData(CATEGORY, { + this.stateData.setData(Transcribe, { errorMessage: message, - endTime: new Date().getTime(), + endTime: Date.now(), }); this.stateData.setNoData(); return this.stateData.toJSON(); } setCompleted(data) { - this.stateData.setData(CATEGORY, { + this.stateData.setData(Transcribe, { ...data, - endTime: new Date().getTime(), + endTime: Date.now(), }); this.stateData.setCompleted(); return this.stateData.toJSON(); } } +async function _analyseConversation(bucket, key) { + if (!MODEL_REGION) { + return undefined; + } + + const t0 = Date.now(); + const modelId = MODEL_ID; + + const vtt = await CommonUtils.download(bucket, key) + .catch(() => + undefined); + + if (vtt === undefined) { + return undefined; + } + + // make sure it has conversation + const { + cues = [], + } = WebVttHelper.parse(vtt) || {}; + + if (cues.length === 0) { + return undefined; + } + + // also check the length of the transcript + const duration = Math.round(cues[cues.length - 1].end - cues[0].start); + + if (duration < MIN_CONVERSATION_DURATION) { + return undefined; + } + + const result = { + usage: { + inputTokens: 0, + outputTokens: 0, + }, + chapters: [], + }; + + let iterations = 1; + let step = cues.length; + + // enable chunking if dialogues is too long. + if (duration > MIN_TO_ENABLE_CHUNKING) { + iterations = Math.floor(duration / CUES_CHUNK_SIZE_INSEC); + step = Math.ceil(cues.length / iterations); + } + + const duped = cues.slice(0); + + for (let i = 0; i < iterations; i += 1) { + let sliced = duped.splice(0, step); + + // overlap with 10 cues + sliced = sliced.concat(duped.slice(0, 10)); + + sliced = WebVttHelper.compile({ + valid: true, + cues: sliced, + }); + + const modelParams = _prepareModelParams(sliced); + + const response = await _invokeEndpoint(modelId, modelParams) + .then((res) => + _parseResponse(res)) + .catch(() => + undefined); + + if (response !== undefined) { + const { + usage: { + inputTokens, + outputTokens, + }, + chapters, + } = response; + + result.usage.inputTokens += inputTokens; + result.usage.outputTokens += outputTokens; + result.chapters = result.chapters.concat(chapters); + } + } + + // guardrail the conversation results + let chapters; + + chapters = _mergeChapters(result.chapters); + chapters = _validateTimestamps(chapters, cues); + result.chapters = chapters; + + result.elapsed = Date.now() - t0; + + const { + usage: { + inputTokens, + outputTokens, + }, + } = result; + + const estimatedCost = (( + (inputTokens * MODEL_PRICING.InputTokens) + + (outputTokens * MODEL_PRICING.OutputTokens) + ) / 1000).toFixed(4); + + console.log(`inputTokens = ${inputTokens}, outputTokens = ${outputTokens}, estimatedCost = $${estimatedCost}`); + console.log(JSON.stringify(chapters, null, 2)); + console.log(`Total chapters = ${chapters.length}`); + + const parsed = PATH.parse(key); + const outKey = PATH.join( + parsed.dir, + JSON_CONVERSATION + ); + + await CommonUtils.uploadFile( + bucket, + parsed.dir, + JSON_CONVERSATION, + result + ); + + return outKey; +} + +function _prepareModelParams(vtt) { + const example = { + chapters: [ + { + start: '00:00:10.000', + end: '00:00:32.000', + reason: 'It appears the chapter talks about...', + }, + ], + }; + + const messages = []; + + // user + messages.push({ + role: 'user', + content: `Here is the transcripts in tag:\n${vtt}\n\n`, + }); + + // assistent + messages.push(ASSISTANT.OutputFormat); + + // user + messages.push({ + role: 'user', + content: `Return JSON format. An example of the output:\n${JSON.stringify(example)}\n`, + }); + + // assistant + messages.push(ASSISTANT.Prefill); + + const system = SYSTEM; + console.log('SYSTEM PROMPT: ', system); + + const modelParams = { + ...MODEL_PARAMS, + system, + messages, + }; + + return modelParams; +} + +async function _invokeEndpoint(modelId, modelParams) { + const runtimeClient = new BedrockRuntimeClient({ + region: MODEL_REGION, + }); + + const params = { + modelId, + contentType: 'application/json', + accept: 'application/json', + body: JSON.stringify(modelParams), + }; + + const command = new InvokeModelCommand(params); + + let response = await runtimeClient.send(command) + .catch((e) => { + let exception; + if (e.code === 'ENOTFOUND') { + exception = new Error(`Bedrock not supported in the region (${e.code})`); + exception.name = 'ServiceUnavailableException'; + } else if (e.name === MODEL_ERROR_EXCEPTION) { + exception = new Error(`Model inference quota reached. Retry again. (${e.name})`); + exception.name = MODEL_ERROR_EXCEPTION; + } else if (e.name === 'ResourceNotFoundException') { + exception = new Error(`Make sure to request access to the model in the region (${e.name})`); + exception.name = 'ResourceNotFoundException'; + } else if (e.name === 'AccessDeniedException') { + exception = new Error(`Not allow to access to the model in the region (${e.name})`); + exception.name = 'AccessDeniedException'; + } else { + exception = new Error(e.message); + exception.name = e.name || e.code || 'UnknownException'; + } + + console.log(`[ERR]: InvokeModelCommand: ${exception.name} - ${exception.message}`); + throw exception; + }); + + response = new TextDecoder().decode(response.body); + response = JSON.parse(response); + + return response; +} + +function _parseResponse(response) { + if (response === undefined) { + return undefined; + } + + const { + usage: { + input_tokens: inputTokens, + output_tokens: outputTokens, + }, + content = [], + } = response; + + const result = { + usage: { + inputTokens, + outputTokens, + }, + chapters: [], + }; + + const contentOutput = _parseOutputContent((content[0] || {}).text); + + if (contentOutput === undefined) { + console.log('WARNING!!! Fail to parse content output?', content[0].text); + result.rawText = content[0].text; + return result; + } + + return { + ...result, + ...contentOutput, + }; +} + +function _parseOutputContent(text) { + if (!text) { + return undefined; + } + + let jsonstring = text.trim(); + if (jsonstring[0] !== '{') { + jsonstring = `{${jsonstring}`; + } + + let data; + + try { + data = JSON.parse(jsonstring); + return data; + } catch (e) { + // do nothing + } + + // find '{' and '}' boundary to parse again. + let idx = jsonstring.indexOf('{'); + if (idx < 0) { + return undefined; + } + jsonstring = jsonstring.slice(idx); + + idx = jsonstring.lastIndexOf('}'); + if (idx < 0) { + return undefined; + } + jsonstring = jsonstring.slice(0, idx + 1); + + try { + data = JSON.parse(jsonstring); + } catch (e) { + // do nothing + } + + return data; +} + +function _mergeChapters(chapters) { + // converting timestamp string to msec + const modified = []; + + chapters.forEach((chapter) => { + const start = _toMilliseconds(chapter.start); + const end = _toMilliseconds(chapter.end); + if (start >= 0 && end >= 0) { + modified.push({ + start, + end, + reason: chapter.reason, + }); + } + }); + + // sort by ascending start time, + // then sort by descending end time. + modified.sort((a, b) => { + if (a.start < b.start) { + return -1; + } + if (a.start > b.start) { + return 1; + } + return b.end - a.end; + }); + + if (modified.length < 2) { + return modified; + } + + const orig = modified.length; + + const stack = []; + + stack.push(modified[0]); + + for (let i = 1; i < modified.length; i += 1) { + const prev = stack[stack.length - 1]; + const cur = modified[i]; + + const { + start: prevStart, + end: prevEnd, + reason: prevReason, + } = prev; + + const { + start: curStart, + end: curEnd, + reason: curReason, + } = cur; + + if (curEnd < prevStart) { + throw new Error('SHOULD NOT HAPPEN'); + } + + if (curStart >= prevEnd) { + stack.push(cur); + continue; + } + + if (curStart > prevStart && curEnd < prevEnd) { + // completely overlapped, skip it. + continue; + } + + // overlapped + const start = Math.min(curStart, prevStart); + const end = Math.max(curEnd, prevEnd); + + let reason = prevReason; + if ((curEnd - curStart) > (prevEnd - prevStart)) { + reason = curReason; + } + + stack.pop(); + stack.push({ + start, + end, + reason, + }); + } + + console.log(`[Merge chapters] ${orig} -> ${stack.length} chapters`); + + return stack; +} + +function _validateTimestamps(chapters, cues) { + if (cues.length < 2) { + return chapters; + } + + const timestamps = _parseCueTimestamps(cues); + + // now, we can validate the timestamp boundaries + for (let i = 0; i < chapters.length; i += 1) { + const chapter = chapters[i]; + + const { + start: chapterStart, + end: chapterEnd, + } = chapter; + + while (timestamps.length) { + const timestamp = timestamps[0]; + const [ + cueStart, + cueEnd, + ] = timestamp; + + if (cueStart >= chapterEnd) { + break; + } + + if (cueEnd <= chapterStart) { + timestamps.shift(); + continue; + } + + if (Math.abs(chapterEnd - cueStart) < Math.abs(cueEnd - chapterEnd)) { + break; + } + + if (chapter.timestamps === undefined) { + chapter.timestamps = [timestamp]; + } else { + chapter.timestamps.push(timestamp); + } + + timestamps.shift(); + } + } + + for (let i = 0; i < chapters.length; i += 1) { + const chapter = chapters[i]; + + const { + start, + end, + timestamps: cueTimestamps, + } = chapter; + + if (cueTimestamps === undefined) { + continue; + } + + const cueStart = cueTimestamps[0][0]; + const cueEnd = cueTimestamps[cueTimestamps.length - 1][1]; + + if (start !== cueStart) { + console.log(`CHPT#${String(i).padStart(3, '0')}.start: ${_toHHMMSS(start, true)} -> ${_toHHMMSS(cueStart, true)}`); + chapter.start = cueStart; + } + + if (end !== cueEnd) { + console.log(`CHPT#${String(i).padStart(3, '0')}.end: ${_toHHMMSS(end, true)} -> ${_toHHMMSS(cueEnd, true)}`); + chapter.start = cueEnd; + } + + delete chapter.timestamps; + } + + // debug purpose + console.log('[Check for collision]: ???'); + for (let i = 0; i < chapters.length - 1; i += 1) { + const cur = chapters[i]; + const next = chapters[i + 1]; + + if (next.start < cur.end) { + console.log(`[CHAPTER COLLISION]: CHPT#${String(i).padStart(3, '0')}: ${_toHHMMSS(cur.start, true)}/${_toHHMMSS(cur.end, true)} -> ${_toHHMMSS(next.start, true)}/${_toHHMMSS(next.end, true)}`); + } + } + + return chapters; +} + +function _parseCueTimestamps(cues) { + const timestamps = cues + .map((cue) => ([ + Math.round(cue.start * 1000), + Math.round(cue.end * 1000), + ])); + + // check to ensure cues are not overlapped + const stack = []; + stack.push(timestamps[0]); + + for (let i = 1; i < timestamps.length; i += 1) { + const prev = stack[stack.length - 1]; + const cur = timestamps[i]; + + if (cur[0] < prev[1]) { + console.log(`[CUE COLLISION]: ${_toHHMMSS(prev[0])}/${_toHHMMSS(prev[1])} -> ${_toHHMMSS(cur[0])}/${_toHHMMSS(cur[1])}`); + // merge the timestamps + stack.pop(); + stack.push([ + prev[0], + cur[1], + ]); + continue; + } + + stack.push(cur); + } + + return stack; +} + +function _toMilliseconds(timestamp) { + if (typeof timestamp === 'number') { + return timestamp; + } + + // 00:00:21.520 + const regex = /^([0-9]+):([0-9]+):([0-9]+)\.([0-9]+)$/; + const matched = timestamp.match(regex); + + if (!matched) { + return -1; + } + const hh = Number(matched[1]); + const mm = Number(matched[2]); + const ss = Number(matched[3]); + const ms = Number(matched[4]); + + return ( + (hh * 3600000) + + (mm * 60000) + + (ss * 1000) + + ms + ); +} + +function _toHHMMSS(msec, withMsec) { + return CommonUtils.toHHMMSS(msec, withMsec); +} + +function _setFilterSettings(userFilterSettings = {}) { + try { + const { + analyseConversation = FilterSettings.analyseConversation, + } = userFilterSettings; + + FilterSettings = { + analyseConversation: !!(analyseConversation), + }; + } catch (e) { + // do nothing + } +} + module.exports = StateTranscribeResults; diff --git a/source/main/analysis/audio/states/create-custom-entity-track/index.js b/source/main/analysis/audio/states/create-custom-entity-track/index.js index da41c63..1613a93 100644 --- a/source/main/analysis/audio/states/create-custom-entity-track/index.js +++ b/source/main/analysis/audio/states/create-custom-entity-track/index.js @@ -6,7 +6,6 @@ const { AnalysisTypes, CommonUtils, TarStreamHelper, - Indexer, } = require('core-lib'); const BaseStateStartComprehend = require('../shared/baseStateStartComprehend'); @@ -14,7 +13,6 @@ const CATEGORY = 'comprehend'; const SUB_CATEGORY = AnalysisTypes.Comprehend.CustomEntity; const DOC_BASENAME = 'document'; const ENTITY_OUTPUT = 'output'; -const INDEX_TRANSCRIBE = 'transcribe'; const DOCUMENTS_PER_BATCH = 25; const OUTPUT_JSON = 'output.json'; @@ -41,10 +39,12 @@ class StateCreateCustomEntityTrack extends BaseStateStartComprehend { if (!results[ENTITY_OUTPUT]) { return this.dataLessThenThreshold(); } - const datasets = await this.downloadTranscribeData(); - if (!datasets) { + + const datasets = await this.getTranscribeResults(); + if (!datasets || datasets.length === 0) { return this.dataLessThenThreshold(); } + const re = new RegExp(`${DOC_BASENAME}-([0-9]+).txt`); const detections = results[ENTITY_OUTPUT].toString() .split('\n').filter((x) => x) @@ -63,7 +63,7 @@ class StateCreateCustomEntityTrack extends BaseStateStartComprehend { continue; } const idx = detection.Line + (detection.DocumentId * DOCUMENTS_PER_BATCH); - const timecode = datasets.data[idx].timecodes[0]; + const timecode = datasets[idx].timecodes[0]; while (detection.Entities.length) { const entity = detection.Entities.shift(); metadata.push({ @@ -104,17 +104,6 @@ class StateCreateCustomEntityTrack extends BaseStateStartComprehend { this.stateData.setCompleted(); return this.stateData.toJSON(); } - - async downloadTranscribeData() { - const indexer = new Indexer(); - const doc = await indexer.getDocument(INDEX_TRANSCRIBE, this.stateData.uuid) - .catch((e) => - console.error(`[ERR]: indexer.getDocument: ${this.stateData.uuid} ${JSON.stringify(e.body, null, 2)}`)); - if (!doc || doc.data.length === 0) { - return undefined; - } - return doc; - } } module.exports = StateCreateCustomEntityTrack; diff --git a/source/main/analysis/audio/states/index-transcribe-results/index.js b/source/main/analysis/audio/states/index-transcribe-results/index.js index 5e17250..13f90f3 100644 --- a/source/main/analysis/audio/states/index-transcribe-results/index.js +++ b/source/main/analysis/audio/states/index-transcribe-results/index.js @@ -3,13 +3,13 @@ const PATH = require('path'); const { AnalysisTypes, - AnalysisError, - NodeWebVtt, + WebVttHelper, CommonUtils, } = require('core-lib'); const BaseStateIndexer = require('../shared/baseStateIndexer'); const SUB_CATEGORY = AnalysisTypes.Transcribe; + class StateIndexTranscribeResults extends BaseStateIndexer { constructor(stateData) { super(stateData, SUB_CATEGORY); @@ -34,7 +34,9 @@ class StateIndexTranscribeResults extends BaseStateIndexer { async process() { const response = await super.process(); + await this.workaroundInvalidVttTimestamps(); + return response; } @@ -44,9 +46,14 @@ class StateIndexTranscribeResults extends BaseStateIndexer { const bucket = this.stateData.input.destination.bucket; const key = this.dataKey; const parsed = PATH.parse(key); - await CommonUtils.uploadFile(bucket, parsed.dir, parsed.base, this.sanitizedVtt) - .catch(() => - undefined); + + await CommonUtils.uploadFile( + bucket, + parsed.dir, + parsed.base, + this.sanitizedVtt + ).catch(() => + undefined); } } @@ -54,74 +61,20 @@ class StateIndexTranscribeResults extends BaseStateIndexer { if (!datasets) { return undefined; } - const vtt = this.parseWebVtt(datasets); - if (vtt.cues.length === 0) { - return undefined; - } - const phrases = []; - while (vtt.cues.length) { - const cue = vtt.cues.shift(); - while (cue.text.length) { - const name = cue.text.shift(); - phrases.push({ - name, - timecodes: [ - { - begin: cue.begin, - end: cue.end, - }, - ], - }); - } - } - return phrases; - } - parseWebVtt(vtt) { - const parsed = NodeWebVtt.parse(vtt, { - meta: true, - strict: false, + const vtt = WebVttHelper.parse(datasets, { + autoCorrect: true, + stripLeadingDashes: true, }); - if (!parsed.valid) { - throw new AnalysisError('failed to parse vtt'); - } - /* fixing the webvtt */ - const cues = []; - cues.push(parsed.cues.shift()); - while (parsed.cues.length) { - const cue = parsed.cues.shift(); - if (cue.start > 0 && cue.end > 0 && (cue.end - cue.start) > 0) { - cues.push(cue); - } - } - if (cues.length !== parsed.cues.length) { - parsed.cues = cues.map((cue, idx) => ({ - ...cue, - identifier: String(idx), - })); - this.sanitizedVtt = NodeWebVtt.compile(parsed); + if (((vtt || {}).cues || []).length === 0) { + return undefined; } - parsed.cues = parsed.cues.map((cue) => { - const lines = cue.text.split('\n').map((x) => { - const matched = x.match(/^--\s(.*)/); - return (matched) - ? matched[1].trim() - : x.trim(); - }).filter((x) => - x && x.length > 0); - return (lines.length > 0) - ? { - id: Number(cue.identifier), - begin: Math.round(cue.start * 1000), - end: Math.round(cue.end * 1000), - text: lines, - } - : undefined; - }).filter((x) => - x !== undefined); - return parsed; + /* store the modified vtt to upload it later */ + this.sanitizedVtt = WebVttHelper.compile(vtt); + + return WebVttHelper.cuesToMetadata(vtt.cues); } } diff --git a/source/main/analysis/audio/states/shared/baseStateIndexer.js b/source/main/analysis/audio/states/shared/baseStateIndexer.js index fb3bc31..7219efc 100644 --- a/source/main/analysis/audio/states/shared/baseStateIndexer.js +++ b/source/main/analysis/audio/states/shared/baseStateIndexer.js @@ -8,7 +8,7 @@ const { Indexer, } = require('core-lib'); -const TYPE_AUDIO = 'audio'; +const INDEX_CONTENT = Indexer.getContentIndex(); class BaseStateIndexer { constructor(stateData, subCategory) { @@ -42,15 +42,19 @@ class BaseStateIndexer { const datasets = await this.downloadMetadata() .then((res) => this.parseDataset(res)); + + // update field in opensearch if (datasets && datasets.length > 0) { - const uuid = this.stateData.uuid; const indexer = new Indexer(); - await indexer.indexDocument(this.subCategory, uuid, { - type: TYPE_AUDIO, - data: datasets, - }).catch((e) => - console.error(`[ERR]: indexer.indexDocument: ${uuid}: ${this.subCategory}`, e)); + await indexer.update( + INDEX_CONTENT, + this.stateData.uuid, + { + [this.subCategory]: datasets, + } + ); } + return this.setCompleted(); } @@ -60,9 +64,19 @@ class BaseStateIndexer { if (!bucket || !key) { return undefined; } + return CommonUtils.download(bucket, key) - .catch((e) => - console.error(`[ERR]: downloadMetadata: ${key} ${e.code} ${e.message}`)); + .catch((e) => { + console.error( + 'ERR:', + 'BaseStateIndexer.downloadMetadata:', + 'CommonUtils.download:', + e.name, + e.message, + key + ); + return undefined; + }); } parseDataset(datasets) { diff --git a/source/main/analysis/audio/states/shared/baseStateStartComprehend.js b/source/main/analysis/audio/states/shared/baseStateStartComprehend.js index b694c9f..e79e9aa 100644 --- a/source/main/analysis/audio/states/shared/baseStateStartComprehend.js +++ b/source/main/analysis/audio/states/shared/baseStateStartComprehend.js @@ -2,15 +2,28 @@ // SPDX-License-Identifier: Apache-2.0 const PATH = require('path'); +const { + ComprehendClient, +} = require('@aws-sdk/client-comprehend'); +const { + Environment: { + Solution: { + Metrics: { + CustomUserAgent, + }, + }, + }, + xraysdkHelper, + retryStrategyHelper, +} = require('core-lib'); const { StateData, - AnalysisError, CommonUtils, - Retry, - Indexer, + WebVttHelper, + M2CException, } = require('core-lib'); -const INDEX_TRANSCRIBE = 'transcribe'; +const SUBCATEGORY_TRANSCRIBE = 'transcribe'; const PREV_STATE = 'transcribe'; const CATEGORY = 'comprehend'; const OUTPUT_JSON = 'output.json'; @@ -35,16 +48,15 @@ const SUPPORTED_LANGUAGE_CODES = [ class BaseStateStartComprehend { constructor(stateData, detection = {}) { if (!(stateData instanceof StateData)) { - throw new AnalysisError('stateData not StateData object'); + throw new M2CException('stateData not StateData object'); } - this.$t0 = new Date(); - this.$stateData = stateData; + if (!detection.subCategory) { - throw new AnalysisError('missing configuration'); - } - if (typeof detection.func !== 'function') { - throw new AnalysisError('missing configuration'); + throw new M2CException('missing configuration'); } + + this.$t0 = new Date(); + this.$stateData = stateData; this.$detection = detection; } @@ -64,10 +76,6 @@ class BaseStateStartComprehend { return this.$detection.subCategory; } - get func() { - return this.$detection.func; - } - get paramOptions() { return this.$detection.paramOptions; } @@ -76,20 +84,20 @@ class BaseStateStartComprehend { if (!this.checkCriteria()) { return this.dataLessThenThreshold(); } - /* download indexed transcription */ - const indexer = new Indexer(); - const doc = await indexer.getDocument(INDEX_TRANSCRIBE, this.stateData.uuid) - .catch((e) => - console.error(`[ERR]: indexer.getDocument: ${this.stateData.uuid} ${JSON.stringify(e.body, null, 2)}`)); - if (!doc || doc.data.length === 0) { + + /* download and parse transcription */ + const doc = await this.getTranscribeResults(); + + if (!doc || doc.length === 0) { return this.dataLessThenThreshold(); } + const bucket = this.stateData.input.destination.bucket; const languageCode = this.getComprehendLanguageCode(); const responses = []; const metadata = []; - while (doc.data.length) { - const documents = await this.prepareDocuments(doc.data); + while (doc.length) { + const documents = await this.prepareDocuments(doc); if (documents.length > 0) { const response = await this.batchProcess(documents, languageCode); if (!response) { @@ -121,6 +129,29 @@ class BaseStateStartComprehend { }); } + async getTranscribeResults() { + const bucket = this.stateData.input.destination.bucket; + const key = this.stateData.data[SUBCATEGORY_TRANSCRIBE].vtt; + + if (!key) { + return undefined; + } + + return WebVttHelper.download(bucket, key) + .then((res) => + WebVttHelper.cuesToMetadata((res || {}).cues)) + .catch((e) => { + console.error( + 'ERR:', + 'BaseStateStartComprehend.getTranscribeResults:', + 'WebVttHelper.download:', + e.name, + e.message + ); + return undefined; + }); + } + async prepareDocuments(datasets) { const documents = []; while (datasets.length) { @@ -170,11 +201,11 @@ class BaseStateStartComprehend { } async startDetection(params) { - return Retry.run(this.func, params); + throw new M2CException('subclass to implement startDetection'); } parseJobResults(responses, reference) { - throw new AnalysisError('subclass to implement'); + throw new M2CException('subclass to implement'); } makeOutputPrefix() { @@ -211,6 +242,19 @@ class BaseStateStartComprehend { this.stateData.setCompleted(); return this.stateData.toJSON(); } + + static RunCommand(command) { + const comprehendClient = xraysdkHelper(new ComprehendClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(10), + })); + + return comprehendClient.send(command) + .then((res) => ({ + ...res, + $metadata: undefined, + })); + } } module.exports = BaseStateStartComprehend; diff --git a/source/main/analysis/audio/states/start-custom-entity/index.js b/source/main/analysis/audio/states/start-custom-entity/index.js index 82a96d5..91bea29 100644 --- a/source/main/analysis/audio/states/start-custom-entity/index.js +++ b/source/main/analysis/audio/states/start-custom-entity/index.js @@ -4,7 +4,11 @@ const CRYPTO = require('crypto'); const PATH = require('path'); const { - AnalysisTypes, + AnalysisTypes: { + Comprehend: { + CustomEntity, + }, + }, ServiceToken, } = require('core-lib'); const { @@ -13,14 +17,12 @@ const { const BaseStateStartComprehend = require('../shared/baseStateStartComprehend'); const CATEGORY = 'comprehend'; -const SUB_CATEGORY = AnalysisTypes.Comprehend.CustomEntity; const DOC_BASENAME = 'document'; class StateStartCustomEntity extends BaseStateStartComprehend { constructor(stateData) { super(stateData, { - subCategory: SUB_CATEGORY, - func: () => {}, + subCategory: CustomEntity, }); } @@ -30,10 +32,10 @@ class StateStartCustomEntity extends BaseStateStartComprehend { async process() { let id = CRYPTO.randomBytes(4).toString('hex'); - id = `${this.stateData.uuid}-${SUB_CATEGORY}-${id}`; + id = `${this.stateData.uuid}-${CustomEntity}-${id}`; const output = { - [SUB_CATEGORY]: { - ...this.stateData.data[CATEGORY][SUB_CATEGORY], + [CustomEntity]: { + ...this.stateData.data[CATEGORY][CustomEntity], backlogId: id, startTime: (new Date()).getTime(), }, @@ -44,7 +46,7 @@ class StateStartCustomEntity extends BaseStateStartComprehend { id, this.stateData.event.token, CATEGORY, - SUB_CATEGORY, + CustomEntity, this.stateData.toJSON() ).catch((e) => { console.error(`ERR: ServiceToken.register: ${e.message}`); @@ -62,7 +64,7 @@ class StateStartCustomEntity extends BaseStateStartComprehend { makeParams(id) { const bucket = this.stateData.input.destination.bucket; - const prefix = this.stateData.data[CATEGORY][SUB_CATEGORY].prefix; + const prefix = this.stateData.data[CATEGORY][CustomEntity].prefix; const languageCode = this.getComprehendLanguageCode(); const arn = [ 'arn:aws:comprehend', diff --git a/source/main/analysis/audio/states/start-entity/index.js b/source/main/analysis/audio/states/start-entity/index.js index 57d4e3d..4f7d92e 100644 --- a/source/main/analysis/audio/states/start-entity/index.js +++ b/source/main/analysis/audio/states/start-entity/index.js @@ -1,30 +1,17 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); const { - Environment, -} = require('core-lib'); + BatchDetectEntitiesCommand, +} = require('@aws-sdk/client-comprehend'); const BaseStateStartComprehend = require('../shared/baseStateStartComprehend'); const SUB_CATEGORY = 'entity'; class StateStartEntity extends BaseStateStartComprehend { constructor(stateData) { - const comprehend = new AWS.Comprehend({ - apiVersion: '2017-11-27', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); super(stateData, { subCategory: SUB_CATEGORY, - func: comprehend.batchDetectEntities.bind(comprehend), }); } @@ -32,6 +19,11 @@ class StateStartEntity extends BaseStateStartComprehend { return 'StateStartEntity'; } + async startDetection(params) { + const command = new BatchDetectEntitiesCommand(params); + return BaseStateStartComprehend.RunCommand(command); + } + parseJobResults(results, reference) { if (!((results || {}).ResultList || []).length) { return undefined; diff --git a/source/main/analysis/audio/states/start-keyphrase/index.js b/source/main/analysis/audio/states/start-keyphrase/index.js index f516ea3..f80bdbc 100644 --- a/source/main/analysis/audio/states/start-keyphrase/index.js +++ b/source/main/analysis/audio/states/start-keyphrase/index.js @@ -1,30 +1,24 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + ComprehendClient, + BatchDetectKeyPhrasesCommand, +} = require('@aws-sdk/client-comprehend'); const { Environment, + xraysdkHelper, + retryStrategyHelper, } = require('core-lib'); const BaseStateStartComprehend = require('../shared/baseStateStartComprehend'); const SUB_CATEGORY = 'keyphrase'; +const CUSTOM_USER_AGENT = Environment.Solution.Metrics.CustomUserAgent; class StateStartKeyphrase extends BaseStateStartComprehend { constructor(stateData) { - const comprehend = new AWS.Comprehend({ - apiVersion: '2017-11-27', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); super(stateData, { subCategory: SUB_CATEGORY, - func: comprehend.batchDetectKeyPhrases.bind(comprehend), }); } @@ -32,6 +26,11 @@ class StateStartKeyphrase extends BaseStateStartComprehend { return 'StateStartKeyphrase'; } + async startDetection(params) { + const command = new BatchDetectKeyPhrasesCommand(params); + return BaseStateStartComprehend.RunCommand(command); + } + parseJobResults(results, reference) { if (!((results || {}).ResultList || []).length) { return undefined; diff --git a/source/main/analysis/audio/states/start-sentiment/index.js b/source/main/analysis/audio/states/start-sentiment/index.js index 206e25f..4d16b99 100644 --- a/source/main/analysis/audio/states/start-sentiment/index.js +++ b/source/main/analysis/audio/states/start-sentiment/index.js @@ -1,17 +1,9 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); const { - Environment, -} = require('core-lib'); + BatchDetectSentimentCommand, +} = require('@aws-sdk/client-comprehend'); const BaseStateStartComprehend = require('../shared/baseStateStartComprehend'); const SUB_CATEGORY = 'sentiment'; @@ -20,13 +12,8 @@ const DOCUMENTS_PER_BATCH = 25; class StateStartSentiment extends BaseStateStartComprehend { constructor(stateData) { - const comprehend = new AWS.Comprehend({ - apiVersion: '2017-11-27', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); super(stateData, { subCategory: SUB_CATEGORY, - func: comprehend.batchDetectSentiment.bind(comprehend), }); } @@ -34,6 +21,11 @@ class StateStartSentiment extends BaseStateStartComprehend { return 'StateStartSentiment'; } + async startDetection(params) { + const command = new BatchDetectSentimentCommand(params); + return BaseStateStartComprehend.RunCommand(command); + } + prepareDocuments(datasets) { /* analyze sentiment based on 1-min sample */ const documents = []; diff --git a/source/main/analysis/audio/states/start-transcribe/index.js b/source/main/analysis/audio/states/start-transcribe/index.js index d86064b..63a9bb0 100644 --- a/source/main/analysis/audio/states/start-transcribe/index.js +++ b/source/main/analysis/audio/states/start-transcribe/index.js @@ -5,6 +5,9 @@ const CRYPTO = require('crypto'); const { Environment, StateData, + AnalysisTypes: { + Toxicity, + }, AnalysisError, CommonUtils, ServiceToken, @@ -63,28 +66,30 @@ class StateStartTranscribe { } async makeParams() { - const bucket = this.stateData.input.destination.bucket; - const key = this.stateData.input.audio.key; + const { + input: { + destination: { + bucket, + }, + audio: { + key, + }, + aiOptions: { + customLanguageModel, + customVocabulary, + languageCode, + [Toxicity]: _toxicity, + }, + }, + } = this.stateData; if (!bucket || !key) { throw new AnalysisError('missing input.destination.bucket and input.audio.key'); } - const aiOptions = this.stateData.input.aiOptions; + const id = this.makeUniqueJobName(); const mediaFileUri = `s3://${PATH.join(bucket, key)}`; const outPrefix = this.makeOutputPrefix(); - const modelSettings = (aiOptions.customLanguageModel) - ? { - LanguageModelName: aiOptions.customLanguageModel, - } - : undefined; - const settings = { - ShowSpeakerLabels: true, - MaxSpeakerLabels: 10, - }; - if (aiOptions.customVocabulary !== undefined) { - settings.VocabularyName = aiOptions.customVocabulary; - } - return { + const params = { TranscriptionJobName: id, Media: { MediaFileUri: mediaFileUri, @@ -97,16 +102,59 @@ class StateStartTranscribe { OutputBucketName: bucket, OutputKey: outPrefix, OutputEncryptionKMSKeyId: 'alias/aws/s3', - IdentifyLanguage: (aiOptions.languageCode === undefined), - LanguageCode: aiOptions.languageCode, - Settings: settings, - ModelSettings: modelSettings, + IdentifyLanguage: (languageCode === undefined), + IdentifyMultipleLanguages: (languageCode === undefined), + LanguageCode: languageCode, + Settings: { + // WORKAROUND: + // Enabling Channel Identification or SpeakerLabels causes + // Amazon Transcribe to create invalid timestamps of vtt output + ChannelIdentification: false, + // ShowSpeakerLabels: true, + // MaxSpeakerLabels: 10, + }, Subtitles: { Formats: [ 'vtt', ], }, }; + + if (customLanguageModel) { + params.ModelSettings = { + LanguageModelName: customLanguageModel, + }; + } + + if (customVocabulary !== undefined) { + params.Settings.VocabularyName = customVocabulary; + } + + // Toxicity Detection transcription jobs currently do not support + // language identification, multi-language identification, + // channel identification, alternative transcriptions, + // speaker identification, vocabulary filters, + // or custom vocabulary use. + if (_toxicity) { + params.ToxicityDetection = [ + { + ToxicityCategories: ['ALL'], + }, + ]; + params.IdentifyLanguage = false; + params.IdentifyMultipleLanguages = false; + params.LanguageCode = 'en-US'; + params.Settings = { + ChannelIdentification: false, + ShowAlternatives: false, + ShowSpeakerLabels: false, + }; + delete params.LanguageIdSettings; + delete params.LanguageOptions; + delete params.ModelSettings; + } + + return params; } makeUniqueJobName() { diff --git a/source/main/analysis/automation/status-updater/index.js b/source/main/analysis/automation/status-updater/index.js index 93eeddb..b99654e 100644 --- a/source/main/analysis/automation/status-updater/index.js +++ b/source/main/analysis/automation/status-updater/index.js @@ -3,6 +3,7 @@ const { SNS, + M2CException, } = require('core-lib'); const CloudWatchStatus = require('./lib/cloudwatch'); @@ -10,7 +11,7 @@ const REQUIRED_ENVS = [ 'ENV_SOLUTION_ID', 'ENV_RESOURCE_PREFIX', 'ENV_SOLUTION_UUID', - 'ENV_ANONYMIZED_USAGE', + 'ENV_ANONYMOUS_USAGE', 'ENV_INGEST_BUCKET', 'ENV_PROXY_BUCKET', 'ENV_SNS_TOPIC_ARN', @@ -21,7 +22,7 @@ exports.handler = async (event, context) => { try { const missing = REQUIRED_ENVS.filter(x => process.env[x] === undefined); if (missing.length) { - throw new Error(`missing env, ${missing.join(', ')}`); + throw new M2CException(`missing env, ${missing.join(', ')}`); } let instance; @@ -29,7 +30,7 @@ exports.handler = async (event, context) => { instance = new CloudWatchStatus(event, context); } if (!instance) { - throw new Error('event not supported. exiting....'); + throw new M2CException('event not supported. exiting....'); } return instance.process(); } catch (e) { diff --git a/source/main/analysis/automation/status-updater/index.spec.js b/source/main/analysis/automation/status-updater/index.spec.js index 29faf78..ed8cc10 100644 --- a/source/main/analysis/automation/status-updater/index.spec.js +++ b/source/main/analysis/automation/status-updater/index.spec.js @@ -35,7 +35,7 @@ const event_for_index_transcribe_results = { "enabled": false }, "destination": { - "bucket": "so0050-0a709c9ee415-193234372883-us-west-2-proxy", + "bucket": "so0050-111111111111-000000000000-us-west-2-proxy", "prefix": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/" }, "video": { @@ -43,7 +43,7 @@ const event_for_index_transcribe_results = { "key": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4" }, "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "bucket": "so0050-0a709c9ee415-193234372883-us-west-2-ingest", + "bucket": "so0050-111111111111-000000000000-us-west-2-ingest", "duration": 284653, "attributes": {}, "audio": { @@ -123,7 +123,7 @@ const context = { ENV_SOLUTION_ID: 'Test_ENV_Variable', ENV_RESOURCE_PREFIX: 'Test_ENV_Variable', ENV_SOLUTION_UUID: 'Test_ENV_Variable', - ENV_ANONYMIZED_USAGE: 'Test_ENV_Variable', + ENV_ANONYMOUS_USAGE: 'Test_ENV_Variable', ENV_IOT_HOST: 'Test_ENV_Variable', ENV_IOT_TOPIC: 'Test_ENV_Variable', ENV_PROXY_BUCKET: 'Test_ENV_Variable', diff --git a/source/main/analysis/automation/status-updater/jest.config.js b/source/main/analysis/automation/status-updater/jest.config.js index c3d4801..203cbb7 100644 --- a/source/main/analysis/automation/status-updater/jest.config.js +++ b/source/main/analysis/automation/status-updater/jest.config.js @@ -1,6 +1,5 @@ module.exports = { - setupTestFrameworkScriptFile: 'tests/setup.js', - transform: { + transform: { '^.+\\.jsx?$': 'babel-jest', }, roots: [''], diff --git a/source/main/analysis/automation/status-updater/lib/cloudwatch/backlog/textractStatusChangeEvent.js b/source/main/analysis/automation/status-updater/lib/cloudwatch/backlog/textractStatusChangeEvent.js new file mode 100644 index 0000000..3b82d75 --- /dev/null +++ b/source/main/analysis/automation/status-updater/lib/cloudwatch/backlog/textractStatusChangeEvent.js @@ -0,0 +1,56 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + Environment, + StateData, + ServiceToken, + JobStatusError, +} = require('core-lib'); +const BacklogStatusChangeEvent = require('./backlogStatusChangeEvent'); + +const STATUS_SUCCEEDED = 'SUCCEEDED'; +const STATUS_FAILED = 'FAILED'; + +class TextractStatusChangeEvent extends BacklogStatusChangeEvent { + async process() { + if (this.status !== STATUS_SUCCEEDED && this.status !== STATUS_FAILED) { + console.error(`TextractStatusChangeEvent.process: ${this.status} status not handled`); + return undefined; + } + + /* #1: get state data from service token table */ + const response = await ServiceToken.getData(this.backlogId) + .catch(() => + undefined); + if (!response || !response.service || !response.token || !response.api) { + throw new JobStatusError(`fail to get token, ${this.backlogId}`); + } + + /* #2: add JobId to the state data output */ + const subCategory = response.api; + response.data.data[subCategory].jobId = this.jobId; + response.data.data[subCategory].endTime = this.timestamp; + this.stateData = new StateData( + Environment.StateMachines.VideoAnalysis, + response.data, + this.context + ); + this.token = response.token; + + /* #3: send task result to state machine execution */ + if (this.status === STATUS_SUCCEEDED) { + this.stateData.setCompleted(); + await this.parent.sendTaskSuccess(); + } else if (this.status === STATUS_FAILED) { + const error = new JobStatusError(`${this.jobId} ${this.status}`); + this.stateData.setFailed(error); + await this.parent.sendTaskFailure(error); + } + /* #4: remove record from service token table */ + await ServiceToken.unregister(this.backlogId).catch(() => undefined); + return this.stateData.toJSON(); + } +} + +module.exports = TextractStatusChangeEvent; diff --git a/source/main/analysis/automation/status-updater/lib/cloudwatch/index.js b/source/main/analysis/automation/status-updater/lib/cloudwatch/index.js index 42fcb23..1a2e8e2 100644 --- a/source/main/analysis/automation/status-updater/lib/cloudwatch/index.js +++ b/source/main/analysis/automation/status-updater/lib/cloudwatch/index.js @@ -1,35 +1,33 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + SFNClient, + SendTaskSuccessCommand, + SendTaskFailureCommand, + TaskTimedOut, + TaskDoesNotExist, +} = require('@aws-sdk/client-sfn'); const { JobStatusError, Environment, + xraysdkHelper, + retryStrategyHelper, } = require('core-lib'); const BacklogStatusChangeEvent = require('./backlog/backlogStatusChangeEvent'); const RekognitionStatusChangeEvent = require('./backlog/rekognitionStatusChangeEvent'); +const TextractStatusChangeEvent = require('./backlog/textractStatusChangeEvent'); const TranscribeStatusChangeEvent = require('./backlog/transcribeStatusChangeEvent'); const ComprehendStatusChangeEvent = require('./backlog/comprehendStatusChangeEvent'); const CustomLabelsStatusChangeEvent = require('./backlog/customLabelsStatusChangeEvent'); const CATEGORY_REKOGNITION = 'rekognition:'; +const CATEGORY_TEXTRACT = 'textract:'; const CATEGORY_TRANSCRIBE = 'transcribe:'; const CATEGORY_COMPREHEND = 'comprehend:'; const CATEGORY_CUSTOM = 'custom:'; -const EXCEPTION_TASK_TIMEOUT = 'TaskTimedOut'; -const EXCEPTION_TASK_NOTEXIST = 'TaskDoesNotExist'; -const IGNORED_EXECEPTION_LIST = [ - EXCEPTION_TASK_TIMEOUT, - EXCEPTION_TASK_NOTEXIST, -]; +const CUSTOM_USER_AGENT = Environment.Solution.Metrics.CustomUserAgent; class CloudWatchStatus { constructor(event, context) { @@ -84,6 +82,8 @@ class CloudWatchStatus { if (this.source === BacklogStatusChangeEvent.SourceType) { if (this.detail.serviceApi.indexOf(CATEGORY_REKOGNITION) === 0) { instance = new RekognitionStatusChangeEvent(this); + } else if (this.detail.serviceApi.indexOf(CATEGORY_TEXTRACT) === 0) { + instance = new TextractStatusChangeEvent(this); } else if (this.detail.serviceApi.indexOf(CATEGORY_TRANSCRIBE) === 0) { instance = new TranscribeStatusChangeEvent(this); } else if (this.detail.serviceApi.indexOf(CATEGORY_COMPREHEND) === 0) { @@ -99,36 +99,68 @@ class CloudWatchStatus { } async sendTaskSuccess() { - return (new AWS.StepFunctions({ - apiVersion: '2016-11-23', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - })).sendTaskSuccess({ - output: JSON.stringify(this.stateData.toJSON()), + const output = JSON.stringify(this.stateData.toJSON()); + + const stepfunctionClient = xraysdkHelper(new SFNClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new SendTaskSuccessCommand({ + output, taskToken: this.token, - }).promise() + }); + + return stepfunctionClient.send(command) .catch((e) => { - if (IGNORED_EXECEPTION_LIST.indexOf(e.code) >= 0) { + if (e instanceof TaskTimedOut + || e instanceof TaskDoesNotExist) { return undefined; } - console.log(`[ERR]: sendTaskSuccess: ${e.code}: ${e.message}`, JSON.stringify(this.stateData.toJSON())); + console.error( + 'ERR:', + 'CloudWatchStatus.sendTaskSuccess:', + `${command.constructor.name}:`, + e.$metadata.httpStatusCode, + e.name, + e.message, + output + ); throw e; }); } async sendTaskFailure(error) { - return (new AWS.StepFunctions({ - apiVersion: '2016-11-23', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - })).sendTaskFailure({ - taskToken: this.token, - error: error.name, + const message = { + error: error.name || error.code, cause: error.message, - }).promise() + }; + + const stepfunctionClient = xraysdkHelper(new SFNClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new SendTaskFailureCommand({ + ...message, + taskToken: this.token, + }); + + return stepfunctionClient.send(command) .catch((e) => { - if (e.code === EXCEPTION_TASK_TIMEOUT) { + if (e instanceof TaskTimedOut + || e instanceof TaskDoesNotExist) { return undefined; } - console.log(`[ERR]: sendTaskFailure: ${e.code}: ${e.message}`, error.name, error.message); + console.error( + 'ERR:', + 'CloudWatchStatus.sendTaskFailure:', + `${command.constructor.name}:`, + e.$metadata.httpStatusCode, + e.name, + e.message, + JSON.stringify(message) + ); throw e; }); } diff --git a/source/main/analysis/automation/status-updater/package-lock.json b/source/main/analysis/automation/status-updater/package-lock.json index ddbcd54..1931743 100644 --- a/source/main/analysis/automation/status-updater/package-lock.json +++ b/source/main/analysis/automation/status-updater/package-lock.json @@ -1,8798 +1,41 @@ { "name": "analysis-status-updater", - "version": "1.0.0", - "lockfileVersion": 2, + "version": "3.0.0", + "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "analysis-status-updater", - "version": "1.0.0", - "license": "Apache-2.0", + "version": "3.0.0", "devDependencies": { - 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} - }, - "yargs-parser": { - "version": "21.1.1", - "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz", - "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==", - "dev": true - }, - "yocto-queue": { - "version": "0.1.0", - "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz", - "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==", - "dev": true + "node_modules/core-lib": { + "resolved": "../../../../layers/core-lib", + "link": true } } } diff --git a/source/main/analysis/automation/status-updater/package.json b/source/main/analysis/automation/status-updater/package.json index 8a8438d..80fe3a4 100644 --- a/source/main/analysis/automation/status-updater/package.json +++ b/source/main/analysis/automation/status-updater/package.json @@ -1,6 +1,6 @@ { "name": "analysis-status-updater", - "version": "1.0.0", + "version": "3.0.0", "description": "(Analysis Automation) Status Updater to process Transcribe, Ingest State Machine, and Backlog CloudWatch events", "main": "index.js", "private": true, @@ -9,18 +9,12 @@ "test": "jest --coverage", "build:clean": "rm -rf dist && mkdir -p dist", "build:copy": "cp -rv index.js package.json lib dist/", - "build:install": "cd dist && npm install --omit=dev --omit=optional", + "build:install": "cd dist && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" }, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, + "author": "aws-mediaent-solutions", "devDependencies": { - "core-lib": "file:../../../../layers/core-lib", - "@babel/plugin-transform-modules-commonjs": "^7.19.6", - "jest": "^29.3.1" - }, - "license": "Apache-2.0" + "core-lib": "file:../../../../layers/core-lib" + } } diff --git a/source/main/analysis/automation/status-updater/setEnvVars.js b/source/main/analysis/automation/status-updater/setEnvVars.js index 331686f..b29b464 100644 --- a/source/main/analysis/automation/status-updater/setEnvVars.js +++ b/source/main/analysis/automation/status-updater/setEnvVars.js @@ -2,7 +2,7 @@ process.env.ENV_ES_DOMAIN_ENDPOINT = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_ID = 'Test_ENV_Variable'; process.env.ENV_RESOURCE_PREFIX = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_UUID = 'Test_ENV_Variable'; -process.env.ENV_ANONYMIZED_USAGE = 'Test_ENV_Variable'; +process.env.ENV_ANONYMOUS_USAGE = 'Test_ENV_Variable'; process.env.ENV_IOT_HOST = 'Test_ENV_Variable'; process.env.ENV_IOT_TOPIC = 'Test_ENV_Variable'; process.env.ENV_PROXY_BUCKET = 'Test_ENV_Variable'; diff --git a/source/main/analysis/document/README.md b/source/main/analysis/document/README.md index da51e0e..bb490db 100644 --- a/source/main/analysis/document/README.md +++ b/source/main/analysis/document/README.md @@ -4,15 +4,17 @@ The Analysis Document State Machine runs Amazon Textract service to extract tabu ![Analysis Document state machine](../../../../deployment/tutorials/images/analysis-document-state-machine.png) -__ - ## Execution input -The state execution input is similar to the [Analysis Main State Machine](../main/README.md#execution-input) with additional fields generated by the [Prepare analysis](../main/README.md#state-prepare-analysis) state. + +The state execution input is similar to the [Analysis Main State Machine](../main/README.md#execution-input) with additional fields relevant to the document analysis workflow. ```json { "input": { ..., + "aiOptions": { + "textract": true + }, "document": { "enabled": true, "prefix": "IMAGE_PROXIES_PREFIX", @@ -23,48 +25,62 @@ The state execution input is similar to the [Analysis Main State Machine](../mai } } } + ``` -| Field | Description | Comments | -| :-----| :-----------| :---------| -| input.document.enabled | indicates document analysis is required | Must be true | -| input.document.prefix | location of the image proxies (PNG files) generated from the [Ingest Document State Machine](../../ingest/document/README.md) | Must exist | -| input.document.numPages | total number of pages extracted from the Ingest Document State Machine | Must exist | -| input.request.timestamp | request timestamp | If present, the timestamp (_DATETIME_) is concatenated to the path to store the raw analysis results | +## State Descriptions -__ +#### _State: Analyze document and wait_ -## State: Analyze document -A state where a lambda function uses [Amazon Textract AnalyzeDocument](https://docs.aws.amazon.com/textract/latest/dg/API_AnalyzeDocument.html) to extract tabular metadata from all pages within a PDF document. The raw JSON results are stored to _s3://PROXY_BUCKET/UUID/FILE_BASENAME/raw/DATETIME/textract/XXX.json_. +The lambda function leverages the [Service Backlog Management System](../../../layers/service-backlog-lib/README.md) to queue the document analysis request and wait for the request to be processed. The Backlog system runs the Amazon Textract StartDocumentTextDetection API and sends the task result back to the Analysis Document State Machine when the analysis is completed. -__ +#### _State: Index analysis results_ -## State: More pages? -A Choice state to check _$.status_ field. If it is set to _COMPLETED_ indicating all pages have been processed, the state machine transitions to the next state, ```Index analysis results``` state. Otherwise, it moves to ```Analyze document``` state to continue the rest of the document. +The lambda function parses the text per page and indexes the text with the corresponding page number to an Amazon OpenSearch cluster. -__ +## Metadata location -## State: Index analysis results -A state where a lambda function downloads and parses the tabular data and indexes to the Amazon OpenSearch cluster under the ```textract``` indice. +The Document Analysis State Machine generates one metadata output file, which is stored in the specified location. + +|Output|Location| +|:--|:--| +|Textract JSON|s3://[PROXY_BUCKET]/[UUID]/[FILE_BASENAME]/raw/[DATE_TIME]/textract/textract.json| -__ ## AWS Lambda function (analysis-document) -The analysis-document lambda function provides the implementation to support different states of the Analysis Document state machine. The following AWS XRAY trace diagram illustrates the AWS resources this lambda function communicates to. -![Analysis Document Lambda function](../../../../deployment/tutorials/images/analysis-document-lambda.png) +The analysis-document lambda function provides the implementation to support different states of the Analysis Document state machine. -__ +## IAM Role Policy -## IAM Role Permission +The IAM role policy for the analysis-document lambda function is provided. ```json { "Version": "2012-10-17", "Statement": [ + { + "Action": [ + "logs:CreateLogGroup", + "logs:CreateLogStream", + "logs:PutLogEvents" + ], + "Resource": "[CLOUDWATCH_LOGS]", + "Effect": "Allow" + }, + { + "Action": "s3:ListBucket", + "Resource": "[INGEST_BUCKET]", + "Effect": "Allow" + }, + { + "Action": "s3:GetObject", + "Resource": "[INGEST_BUCKET]", + "Effect": "Allow" + }, { "Action": "s3:ListBucket", - "Resource": "PROXY_BUCKET", + "Resource": "[PROXY_BUCKET]", "Effect": "Allow" }, { @@ -72,7 +88,7 @@ __ "s3:GetObject", "s3:PutObject" ], - "Resource": "PROXY_BUCKET/*", + "Resource": "[PROXY_BUCKET]", "Effect": "Allow" }, { @@ -80,15 +96,19 @@ __ "dynamodb:Scan", "dynamodb:Query", "dynamodb:UpdateItem", - "dynamodb:DeleteItem" - ], - "Resource": [ - "SERVICE_TOKEN_TABLE", + "dynamodb:DeleteItem", + "dynamodb:PutItem", + "dynamodb:BatchGetItem", + "dynamodb:BatchWriteItem" ], + "Resource": "[SERVICE_TOKEN_TABLE]", "Effect": "Allow" }, { - "Action": "textract:AnalyzeDocument", + "Action": [ + "textract:StartDocumentTextDetection", + "textract:GetDocumentTextDetection" + ], "Resource": "*", "Effect": "Allow" }, @@ -100,12 +120,39 @@ __ "es:ESHttpPut", "es:ESHttpDelete" ], - "Resource": "OPENSEARCH_CLUSTER", + "Resource": "[OPENSEARCH_DOMAIN]", + "Effect": "Allow" + }, + { + "Action": "aoss:APIAccessAll", + "Resource": "[OPENSEARCH_SERVERLESS_COLLECTION]", + "Effect": "Allow" + }, + { + "Action": "iam:PassRole", + "Resource": "[DATA_ACCESS_ROLE]", + "Effect": "Allow" + }, + { + "Action": "events:PutEvents", + "Resource": "[SERVICE_BACKLOG_EVENTBUS]", "Effect": "Allow" } ] } + ``` + +## X-Ray Trace + +The AWS XRAY trace diagram demonstrates the AWS services the analysis-document lambda function communicates with. + +![Analysis Document Lambda function](../../../../deployment/tutorials/images/analysis-document-lambda.png) + +## Related topics + +- [Service Backlog Management System](../../../layers/service-backlog-lib/README.md) + __ Back to [Analysis Main State Machine](../main/README.md) | Back to [Table of contents](../../../../README.md#table-of-contents) diff --git a/source/main/analysis/document/index.js b/source/main/analysis/document/index.js index 0b9113f..94c041e 100644 --- a/source/main/analysis/document/index.js +++ b/source/main/analysis/document/index.js @@ -6,14 +6,14 @@ const { StateData, AnalysisError, } = require('core-lib'); -const StateIndexAnalysisResults = require('./states/index-analysis-results'); const StateStartDocumentAnalysis = require('./states/start-document-analysis'); +const StateCollectAnalysisResults = require('./states/collect-analysis-results'); const REQUIRED_ENVS = [ 'ENV_SOLUTION_ID', 'ENV_RESOURCE_PREFIX', 'ENV_SOLUTION_UUID', - 'ENV_ANONYMIZED_USAGE', + 'ENV_ANONYMOUS_USAGE', 'ENV_IOT_HOST', 'ENV_IOT_TOPIC', 'ENV_PROXY_BUCKET', @@ -37,8 +37,8 @@ exports.handler = async (event, context) => { case StateData.States.StartDocumentAnalysis: instance = new StateStartDocumentAnalysis(stateData); break; - case StateData.States.IndexAnalysisResults: - instance = new StateIndexAnalysisResults(stateData); + case StateData.States.CollectDocumentAnalysisResults: + instance = new StateCollectAnalysisResults(stateData); break; default: break; diff --git a/source/main/analysis/document/index.spec.js b/source/main/analysis/document/index.spec.js index 42c08ae..2204d5c 100644 --- a/source/main/analysis/document/index.spec.js +++ b/source/main/analysis/document/index.spec.js @@ -25,7 +25,7 @@ const lambda = require('./index.js'); const event_StateIndexAnalysisResults = { "operation": "index-analysis-results", "input": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-ingest", + "bucket": "so0050-111111111111-account-number-us-west-2-ingest", "key": "Airport to Scala 7 Interno 5 Maps/Airport to Scala 7 Interno 5 Maps.pdf", "uuid": "6cbb8b34-4c02-a3bb-a790-ea3d58350097", "aiOptions": { @@ -63,7 +63,7 @@ const event_StateIndexAnalysisResults = { }, "attributes": {}, "destination": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-proxy", + "bucket": "so0050-111111111111-account-number-us-west-2-proxy", "prefix": "6cbb8b34-4c02-a3bb-a790-ea3d58350097/Airport_to_Scala_7_Interno_5_Maps/" }, "video": { @@ -92,7 +92,7 @@ const event_StateIndexAnalysisResults = { "data": { "document": { "status": "COMPLETED", - "executionArn": "arn:aws:states:us-west-2:account-number:execution:so0050-0a709c9ee415-analysis-document:673359b3-1020-47b9-a4c6-7e189b6a5cab", + "executionArn": "arn:aws:states:us-west-2:account-number:execution:so0050-111111111111-analysis-document:673359b3-1020-47b9-a4c6-7e189b6a5cab", "startTime": 1672908613005, "endTime": 1672908619938, "textract": { @@ -110,7 +110,7 @@ const event_StateIndexAnalysisResults = { const event_StateStartDocumentAnalysis = { "operation": "start-document-analysis", "input": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-ingest", + "bucket": "so0050-111111111111-account-number-us-west-2-ingest", "key": "Airport to Scala 7 Interno 5 Maps/Airport to Scala 7 Interno 5 Maps.pdf", "uuid": "6cbb8b34-4c02-a3bb-a790-ea3d58350097", "aiOptions": { @@ -148,7 +148,7 @@ const event_StateStartDocumentAnalysis = { }, "attributes": {}, "destination": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-proxy", + "bucket": "so0050-111111111111-account-number-us-west-2-proxy", "prefix": "6cbb8b34-4c02-a3bb-a790-ea3d58350097/Airport_to_Scala_7_Interno_5_Maps/" }, "video": { @@ -175,12 +175,12 @@ const event_StateStartDocumentAnalysis = { } }, "stateExecution": { - "Id": "arn:aws:states:us-west-2:account-number:execution:so0050-0a709c9ee415-analysis-document:673359b3-1020-47b9-a4c6-7e189b6a5cab", + "Id": "arn:aws:states:us-west-2:account-number:execution:so0050-111111111111-analysis-document:673359b3-1020-47b9-a4c6-7e189b6a5cab", "Input": { "status": "NOT_STARTED", "progress": 0, "input": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-ingest", + "bucket": "so0050-111111111111-account-number-us-west-2-ingest", "key": "Airport to Scala 7 Interno 5 Maps/Airport to Scala 7 Interno 5 Maps.pdf", "uuid": "6cbb8b34-4c02-a3bb-a790-ea3d58350097", "aiOptions": { @@ -218,7 +218,7 @@ const event_StateStartDocumentAnalysis = { }, "attributes": {}, "destination": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-proxy", + "bucket": "so0050-111111111111-account-number-us-west-2-proxy", "prefix": "6cbb8b34-4c02-a3bb-a790-ea3d58350097/Airport_to_Scala_7_Interno_5_Maps/" }, "video": { @@ -249,7 +249,7 @@ const event_StateStartDocumentAnalysis = { }, "StartTime": "2023-01-05T08:50:13.005Z", "Name": "673359b3-1020-47b9-a4c6-7e189b6a5cab", - "RoleArn": "arn:aws:iam::account-number:role/so0050-0a709c9ee415/MyMedia2CloudTest-Backend-AnalysisStateMachineServ-15UVTS9SYPLZU" + "RoleArn": "arn:aws:iam::account-number:role/so0050-111111111111/MyMedia2CloudTest-Backend-AnalysisStateMachineServ-15UVTS9SYPLZU" }, "data": {}, "progress": 0, @@ -280,7 +280,7 @@ const context = { ENV_SOLUTION_ID: 'Test_ENV_Variable', ENV_RESOURCE_PREFIX: 'Test_ENV_Variable', ENV_SOLUTION_UUID: 'Test_ENV_Variable', - ENV_ANONYMIZED_USAGE: 'Test_ENV_Variable', + ENV_ANONYMOUS_USAGE: 'Test_ENV_Variable', ENV_IOT_HOST: 'Test_ENV_Variable', ENV_IOT_TOPIC: 'Test_ENV_Variable', ENV_PROXY_BUCKET: 'Test_ENV_Variable', diff --git a/source/main/analysis/document/jest.config.js b/source/main/analysis/document/jest.config.js index ea7e24a..274ec67 100644 --- a/source/main/analysis/document/jest.config.js +++ b/source/main/analysis/document/jest.config.js @@ -1,6 +1,5 @@ module.exports = { - setupTestFrameworkScriptFile: 'tests/setup.js', - transform: { + transform: { '^.+\\.jsx?$': 'babel-jest', }, roots: [''], diff --git a/source/main/analysis/document/package-lock.json b/source/main/analysis/document/package-lock.json index 799aa8d..df6f9d9 100644 --- a/source/main/analysis/document/package-lock.json +++ b/source/main/analysis/document/package-lock.json @@ -1,8798 +1,62 @@ { "name": "analysis-document", - "version": "1.0.0", - "lockfileVersion": 2, + "version": "3.0.0", + "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "analysis-document", - "version": "1.0.0", - "license": "Apache-2.0", + "version": "3.0.0", "devDependencies": { - "@babel/plugin-transform-modules-commonjs": "^7.19.6", "core-lib": "file:../../../layers/core-lib", - "jest": "^29.3.1" + "service-backlog-lib": "file:../../../layers/service-backlog-lib" } }, "../../../layers/core-lib": { - "version": "1.0.0", + "version": "4.0.0", "dev": true, - "license": "Apache-2.0", "dependencies": { - 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} - }, - "yargs-parser": { - "version": "21.1.1", - "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz", - "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==", - "dev": true - }, - "yocto-queue": { - "version": "0.1.0", - "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz", - "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==", - "dev": true + "node_modules/service-backlog-lib": { + "resolved": "../../../layers/service-backlog-lib", + "link": true } } } diff --git a/source/main/analysis/document/package.json b/source/main/analysis/document/package.json index 37c8bd3..6efa266 100644 --- a/source/main/analysis/document/package.json +++ b/source/main/analysis/document/package.json @@ -1,6 +1,6 @@ { "name": "analysis-document", - "version": "1.0.0", + "version": "3.0.0", "description": "Analysis Document nested state machine lambda to run Amazon Textract service", "main": "index.js", "private": true, @@ -9,18 +9,13 @@ "test": "jest --coverage --coverageDirectory=../../../coverage", "build:clean": "rm -rf dist && mkdir -p dist", "build:copy": "cp -rv index.js package.json states dist/", - "build:install": "cd dist && npm install --omit=dev --omit=optional", + "build:install": "cd dist && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" }, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, + "author": "aws-mediaent-solutions", "devDependencies": { "core-lib": "file:../../../layers/core-lib", - "@babel/plugin-transform-modules-commonjs": "^7.19.6", - "jest": "^29.3.1" - }, - "license": "Apache-2.0" + "service-backlog-lib": "file:../../../layers/service-backlog-lib" + } } diff --git a/source/main/analysis/document/setEnvVars.js b/source/main/analysis/document/setEnvVars.js index d33a686..05aad4d 100644 --- a/source/main/analysis/document/setEnvVars.js +++ b/source/main/analysis/document/setEnvVars.js @@ -2,7 +2,7 @@ process.env.ENV_ES_DOMAIN_ENDPOINT = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_ID = 'Test_ENV_Variable'; process.env.ENV_RESOURCE_PREFIX = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_UUID = 'Test_ENV_Variable'; -process.env.ENV_ANONYMIZED_USAGE = 'Test_ENV_Variable'; +process.env.ENV_ANONYMOUS_USAGE = 'Test_ENV_Variable'; process.env.ENV_IOT_HOST = 'Test_ENV_Variable'; process.env.ENV_IOT_TOPIC = 'Test_ENV_Variable'; process.env.ENV_PROXY_BUCKET = 'Test_ENV_Variable'; diff --git a/source/main/analysis/document/stateMachineDefinition.json b/source/main/analysis/document/stateMachineDefinition.json index 0205706..8332f83 100644 --- a/source/main/analysis/document/stateMachineDefinition.json +++ b/source/main/analysis/document/stateMachineDefinition.json @@ -1,19 +1,23 @@ { - "StartAt": "Analyze document", + "StartAt": "Analyze document and wait", "States": { - "Analyze document": { + "Analyze document and wait": { "Type": "Task", - "Resource": "${x0}", + "Resource": "arn:aws:states:::lambda:invoke.waitForTaskToken", "Parameters": { - "operation": "start-document-analysis", - "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", - "input.$": "$.input", - "data.$": "$.data", - "stateExecution.$": "$$.Execution" + "FunctionName": "${AnalysisDocumentLambda}", + "Payload": { + "token.$": "$$.Task.Token", + "operation": "start-document-analysis", + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "input.$": "$.input", + "data.$": "$.data" + } }, - "Next": "More pages?", + "TimeoutSeconds": 86400, + "Next": "Collect and index analysis results", "Retry": [ { "ErrorEquals": [ @@ -25,27 +29,16 @@ } ] }, - "More pages?": { - "Type": "Choice", - "Choices": [ - { - "Variable": "$.status", - "StringEquals": "COMPLETED", - "Next": "Index analysis results" - } - ], - "Default": "Analyze document" - }, - "Index analysis results": { + "Collect and index analysis results": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${AnalysisDocumentLambda.Arn}", "Parameters": { - "operation": "index-analysis-results", "uuid.$": "$.uuid", "status.$": "$.status", "progress.$": "$.progress", - "input.$": "$.input", - "data.$": "$.data" + "operation": "collect-document-analysis-results", + "data.$": "$.data", + "stateExecution.$": "$$.Execution" }, "End": true, "Retry": [ diff --git a/source/main/analysis/document/states/collect-analysis-results/index.js b/source/main/analysis/document/states/collect-analysis-results/index.js new file mode 100644 index 0000000..f4fdebe --- /dev/null +++ b/source/main/analysis/document/states/collect-analysis-results/index.js @@ -0,0 +1,266 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const PATH = require('path'); +const { + StateData, + AnalysisTypes: { + Textract, + }, + M2CException, + CommonUtils, + Indexer, +} = require('core-lib'); + +const { + Statuses: { + Completed, + }, +} = StateData; + +const INDEX_CONTENT = Indexer.getContentIndex(); +const MEDIA_TYPE = 'document'; + +class StateCollectAnalysisResults { + constructor(stateData) { + if (!(stateData instanceof StateData)) { + throw new M2CException('stateData not StateData object'); + } + this.$stateData = stateData; + } + + get [Symbol.toStringTag]() { + return 'StateCollectAnalysisResults'; + } + + get stateData() { + return this.$stateData; + } + + async process() { + // unpack the parameters + const stateExecution = this.stateData.event.stateExecution; + const input = stateExecution.Input.input; + + const { + bucket: proxyBucket, + } = input.destination; + + const { + prefix: imagePrefix, + } = input.document; + + const { + data: { + [Textract]: { + jobId, + jsonPrefix, + }, + }, + uuid, + } = this.stateData; + + if (!uuid || !jobId || !jsonPrefix || !imagePrefix) { + throw new M2CException('missing jobId or jsonPrefix'); + } + + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const prefix = PATH.join(jsonPrefix, jobId); + const names = await this.getOutputNames(proxyBucket, prefix); + + const [ + outputs, + searchDoc, + ] = await this.parseJsonOutputs( + proxyBucket, + prefix, + names, + imagePrefix + ); + + let promises = []; + + // upload + const name = `${Textract}.json`; + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const outKey = PATH.join(jsonPrefix, name); + promises.push(CommonUtils.uploadFile( + proxyBucket, + jsonPrefix, + name, + outputs + )); + + // index document + if (searchDoc && searchDoc[Textract] && searchDoc[Textract].length > 0) { + const indexer = new Indexer(); + promises.push(indexer.update( + INDEX_CONTENT, + uuid, + searchDoc + )); + } + + promises = await Promise.all(promises); + + return this.setCompleted(outKey); + } + + async getOutputNames(bucket, prefix) { + const names = []; + + let nextToken; + do { + const params = { + MaxKeys: 1000, + ContinuationToken: nextToken, + }; + + const response = await CommonUtils.listObjects( + bucket, + prefix, + params + ); + + response.Contents + .forEach((x) => { + const name = PATH.parse(x.Key).name; + if (/^[0-9]+$/.test(name)) { + // temporarily convert to number so we can sort + names.push(Number(name)); + } + }); + + nextToken = response.NextContinuationToken; + } while (nextToken); + + if (names.length > 1) { + names.sort((a, b) => + a - b); + } + + return names + .map((name) => + String(name)); + } + + async parseJsonOutputs( + bucket, + prefix, + names, + imagePrefix + ) { + let metadata; + let outputs = {}; + let searchDoc = []; + + for (let i = 0; i < names.length; i += 1) { + const name = names[i]; + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const key = PATH.join(prefix, name); + + const response = await CommonUtils.download(bucket, key) + .then((res) => + JSON.parse(res)); + + if (metadata === undefined) { + metadata = { + DetectDocumentTextModelVersion: response.DetectDocumentTextModelVersion, + DocumentMetadata: response.DocumentMetadata, + JobStatus: response.JobStatus, + StatusMessage: response.StatusMessage || undefined, + Warnings: response.StatusMessage || undefined, + }; + } + + // group results by page + response.Blocks.forEach((block) => { + const pageNum = String(block.Page); + + if (outputs[pageNum] === undefined) { + outputs[pageNum] = []; + } + outputs[pageNum].push(block); + + // also collect the text for indexing to opensearch + if (block.BlockType === 'LINE') { + const text = block.Text.trim(); + if (text.length > 0) { + searchDoc.push({ + name: block.Text.trim(), + page: block.Page - 1, // zero-based index + }); + } + } + }); + } + + // added FileName, PageNum to the result + outputs = Object.keys(outputs) + .map((pageNum) => { + const _pageNum = Number(pageNum) - 1; + const name = `${String(_pageNum).padStart(8, '0')}.png`; + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const fileName = PATH.join(imagePrefix, name); + + return { + PageNum: _pageNum, + FileName: fileName, + Blocks: outputs[pageNum], + }; + }); + + outputs = { + Documents: outputs, + ...metadata, + }; + + searchDoc = { + [Textract]: searchDoc, + }; + + return [ + outputs, + searchDoc, + ]; + } + + setCompleted(output) { + // push 'textract' data under 'document' + // and add state machine execution info + const { + Id: executionArn, + StartTime: startTime, + } = this.stateData.event.stateExecution; + + let data = this.stateData.data[Textract]; + delete data.jsonPrefix; + + data = { + [MEDIA_TYPE]: { + status: Completed, + executionArn, + startTime: new Date(startTime).getTime(), + endTime: Date.now(), + [Textract]: { + ...data, + output, + numOutputs: 1, + }, + }, + }; + + // reset everything + this.stateData.data = undefined; + this.stateData.data = data; + + this.stateData.setCompleted(); + return this.stateData.toJSON(); + } +} + +module.exports = StateCollectAnalysisResults; diff --git a/source/main/analysis/document/states/index-analysis-results/index.js b/source/main/analysis/document/states/index-analysis-results/index.js deleted file mode 100644 index e4688e4..0000000 --- a/source/main/analysis/document/states/index-analysis-results/index.js +++ /dev/null @@ -1,87 +0,0 @@ -// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. -// SPDX-License-Identifier: Apache-2.0 - -const PATH = require('path'); -const { - StateData, - AnalysisTypes, - AnalysisError, - CommonUtils, - Indexer, -} = require('core-lib'); - -const ANALYSIS_TYPE = 'document'; -const CATEGORY = AnalysisTypes.Textract; - -class StateIndexAnalysisResults { - constructor(stateData) { - if (!(stateData instanceof StateData)) { - throw new AnalysisError('stateData not StateData object'); - } - this.$stateData = stateData; - } - - get [Symbol.toStringTag]() { - return 'StateIndexAnalysisResults'; - } - - get stateData() { - return this.$stateData; - } - - async process() { - const bucket = this.stateData.input.destination.bucket; - const data = this.stateData.data[ANALYSIS_TYPE][CATEGORY]; - await this.indexResults(bucket, data.output, data.numOutputs); - return this.setCompleted(); - } - - async indexResults(bucket, prefix, numOutputs) { - const datasets = []; - for (let i = 0; i < numOutputs; i++) { - const name = this.makeSequenceFileName(i); - const data = await CommonUtils.download(bucket, PATH.join(prefix, name), false) - .then((res) => - JSON.parse(res.Body)); - const dataset = data.Documents.map((page) => - this.parsePage(page)); - datasets.splice(datasets.length, 0, ...dataset.flat()); - } - if (datasets && datasets.length > 0) { - const uuid = this.stateData.uuid; - const indexer = new Indexer(); - return indexer.indexDocument(CATEGORY, uuid, { - type: ANALYSIS_TYPE, - data: datasets, - }).catch((e) => - console.error(`[ERR]: indexer.indexDocument: ${uuid}: ${CATEGORY}`, e)); - } - return undefined; - } - - parsePage(page) { - const datasets = []; - const pageNum = page.PageNum; - while (page.Blocks.length) { - const block = page.Blocks.shift(); - if (block.BlockType === 'LINE') { - datasets.push({ - name: block.Text.trim(), - page: pageNum, - }); - } - } - return datasets; - } - - makeSequenceFileName(idx) { - return `${String(idx).padStart(8, '0')}.json`; - } - - setCompleted() { - this.stateData.setCompleted(); - return this.stateData.toJSON(); - } -} - -module.exports = StateIndexAnalysisResults; diff --git a/source/main/analysis/document/states/start-document-analysis/index.js b/source/main/analysis/document/states/start-document-analysis/index.js index 4dd0535..cbcd7f1 100644 --- a/source/main/analysis/document/states/start-document-analysis/index.js +++ b/source/main/analysis/document/states/start-document-analysis/index.js @@ -1,29 +1,22 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); - -const PATH = require('path'); +const PATH = require('node:path'); +const CRYPTO = require('node:crypto'); const { StateData, + AnalysisTypes: { + Textract, + }, AnalysisError, + ServiceToken, CommonUtils, - Retry, - Environment, } = require('core-lib'); - -const ANALYSIS_TYPE = 'document'; -const CATEGORY = 'textract'; -const MAX_PAGES_PER_FILE = 10; -const TEXTLIST_JSON = 'textlist.json'; -const NAMED_KEY = 'Documents'; +const { + BacklogClient: { + TextractBacklogJob, + }, +} = require('service-backlog-lib'); class StateStartDocumentAnalysis { constructor(stateData) { @@ -31,11 +24,6 @@ class StateStartDocumentAnalysis { throw new AnalysisError('stateData not StateData object'); } this.$stateData = stateData; - this.$dataset = []; - this.$textract = new AWS.Textract({ - apiVersion: '2018-06-27', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); } get [Symbol.toStringTag]() { @@ -46,161 +34,94 @@ class StateStartDocumentAnalysis { return this.$stateData; } - get dataset() { - return this.$dataset; - } - - get textract() { - return this.$textract; - } + makeParams() { + const { + uuid, + input: { + bucket, + key, + destination: { + bucket: proxyBucket, + prefix: proxyPrefix, + }, + request: { + timestamp, + }, + }, + } = this.stateData; - async process() { - const document = this.stateData.input.document || {}; - const bucket = this.stateData.input.destination.bucket; - if (!bucket || !document.prefix || !document.numPages) { - throw new AnalysisError('bucket, document.prefix, or document.numPages not specified'); - } - if (this.stateData.data === undefined) { - this.stateData.data = {}; - } - const data = this.stateData.data; - data.cursor = data.cursor || 0; - data.numOutputs = data.numOutputs || 0; - while (data.cursor < document.numPages) { - const t0 = new Date(); - await this.processPage(data.cursor++); - await this.flushDataset(); - /* make sure we allocate enough time for the next iteration */ - const remained = this.stateData.getRemainingTime(); - const consumed = new Date() - t0; - console.log(`COMPLETED: Page #${data.cursor - 1} [Consumed/Remained: ${consumed / 1000}s / ${remained / 1000}s]`); - if (this.stateData.quitNow() || (remained - (consumed * 1.2) <= 0)) { - break; - } - } - await this.flushDataset(true); - return (data.cursor >= document.numPages) - ? this.setCompleted() - : this.setProgress(Math.round((data.cursor / document.numPages) * 100)); - } + let randomId = CRYPTO.randomBytes(4).toString('hex'); + randomId = `${uuid}-${Textract}-${randomId}`; - async processPage(idx) { - const bucket = this.stateData.input.destination.bucket; - const prefix = this.stateData.input.document.prefix; - const name = StateStartDocumentAnalysis.makePNGFileName(idx); - const dataset = await this.analyzeDocument(bucket, PATH.join(prefix, name), idx); - if (dataset) { - this.dataset.push(dataset); - } - return dataset; - } + const _timestamp = CommonUtils.toISODateTime(timestamp); - async flushDataset(forced = false) { - if (this.dataset.length === 0 - || (!forced && this.dataset.length < MAX_PAGES_PER_FILE)) { - return undefined; - } - const data = this.stateData.data; - const bucket = this.stateData.input.destination.bucket; - const prefix = this.makeRawDataPrefix(); - const seqFile = StateStartDocumentAnalysis.makeSequenceFileName(data.numOutputs++); - return Promise.all([ - this.updateTextlist(bucket, prefix, TEXTLIST_JSON, this.dataset), - CommonUtils.uploadFile(bucket, prefix, seqFile, { - [NAMED_KEY]: this.dataset, - }), - ]).then(() => - this.dataset.length = 0); - } + const _proxyPrefix = PATH.join( + proxyPrefix, + 'raw', + _timestamp, + Textract + ); - async analyzeDocument(bucket, key, idx) { - const params = { - Document: { + return { + JobTag: randomId, + DocumentLocation: { S3Object: { Bucket: bucket, Name: key, }, }, - FeatureTypes: [ - 'TABLES', - 'FORMS', - ], + OutputConfig: { + S3Bucket: proxyBucket, + S3Prefix: _proxyPrefix, + }, }; - const fn = this.textract.analyzeDocument.bind(this.textract); - return Retry.run(fn, params) - .then(data => ({ - PageNum: idx, - FileName: key, - Blocks: data.Blocks, - })) - .catch(e => console.error(e)); } - async updateTextlist(bucket, prefix, name, dataset) { - const key = PATH.join(prefix, name); - const mapData = await CommonUtils.download(bucket, key, false) - .then(x => JSON.parse(x.Body.toString())) - .catch(() => ([])); - mapData.splice(mapData.length, 0, ...this.parseTextlist(dataset)); - return (mapData.length > 0) - ? CommonUtils.uploadFile(bucket, prefix, name, mapData) - .catch(e => console.error(e)) - : undefined; - } + async process() { + const { + enabled, + prefix, + numPages, + } = this.stateData.input.document || {}; - parseTextlist(dataset) { - return dataset.reduce((a0, c0) => - a0.concat(c0.Blocks - .filter(x => x.BlockType === 'LINE') - .map(x => x.Text)), []) - .filter(x => x); - } + if (!enabled || !prefix || !numPages) { + throw new AnalysisError('bucket, document.prefix, or document.numPages not specified'); + } - makeRawDataPrefix() { - const input = this.stateData.input; - const timestamp = CommonUtils.toISODateTime((input.request || {}).timestamp); - return PATH.join( - input.destination.prefix, - 'raw', - timestamp, - CATEGORY, - '/' - ); - } + const params = this.makeParams(); + const id = params.JobTag; - setCompleted() { - const prefix = this.makeRawDataPrefix(); - const numOutputs = this.stateData.data.numOutputs; - const stateExecution = this.stateData.event.stateExecution; - this.stateData.data = undefined; - this.stateData.data = { - [ANALYSIS_TYPE]: { - status: StateData.Statuses.Completed, - executionArn: stateExecution.Id, - startTime: new Date(stateExecution.StartTime).getTime(), - endTime: Date.now(), - [CATEGORY]: { - output: prefix, - numOutputs, - textlist: TEXTLIST_JSON, - }, - }, - }; - this.stateData.setCompleted(); - return this.stateData.toJSON(); - } + // start document analysis + const textract = new TextractBacklogJob(); + await textract.startDocumentTextDetection(id, params); - setProgress(pencentage) { - this.stateData.setProgress(pencentage); - return this.stateData.toJSON(); - } + // store data in ddb for the next state when job completed + if ((this.stateData.data || {})[Textract] === undefined) { + this.stateData.data = { + ...this.stateData.data, + [Textract]: {}, + }; + } - static makePNGFileName(idx) { - return `${String(idx).padStart(8, '0')}.png`; - } + const data = this.stateData.data[Textract]; + data.backlogId = id; + data.startTime = Date.now(); + // temporarily store output prefix + data.jsonPrefix = params.OutputConfig.S3Prefix; + + const responseData = this.stateData.toJSON(); + + // register state machine token + const token = this.stateData.event.token; + await ServiceToken.register( + id, + token, + Textract, + Textract, + responseData + ); - static makeSequenceFileName(idx) { - return `${String(idx).padStart(8, '0')}.json`; + return responseData; } } diff --git a/source/main/analysis/image/README.md b/source/main/analysis/image/README.md index 8d6b9b2..5e7691c 100644 --- a/source/main/analysis/image/README.md +++ b/source/main/analysis/image/README.md @@ -1,86 +1,104 @@ # Analysis Image State Machine -The Analysis Image State Machine runs a set of Amazon Rekognition Image APIs to extract visual metadata from an image file and indexes the metadata to the Amazon OpenSearch cluster. +The Analysis Image State Machine extracts visual metadata from the image file by using various Amazon Rekognition Image APIs and Amazon Bedrock Anthropic Claude 3 Haiku or Sonnet model. It then indexes the metadata to an Amazon OpenSearch cluster. ![Analysis Image state machine](../../../../deployment/tutorials/images/analysis-image-state-machine.png) -__ -## Execution input -The state execution input is similar to the [Analysis Main State Machine](../main/README.md#execution-input) with additional fields generated (or modified) by the [Prepare analysis](../main/README.md#state-prepare-analysis) state. +#### _State: Start image analysis_ -```json -{ - "input": { - ..., - "aiOptions": { - ..., - "minConfidence": 80, - /* Rekognition Image settings */ - "celeb": true, - "face": true, - "facematch": true, - "faceCollectionId": "REKOGNITION_COLLECTION_ID", - "label": true, - "moderation": true, - "text": true, - "textROI": [true, true, true, false, false, false, false, false, false] - }, - "image": { - "enabled": true, - "key": "PROXY_IMAGE_KEY" - }, - "request": { - "timestamp": 1637743896177 - } - } -} -``` +The lambda function runs the following Amazon Rekognition Image APIs when the specific detection (such as celeb, label) is enabled: +- [RecognizeCelebrities](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_RecognizeCelebrities.html) +- [DetectFaces](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_DetectFaces.html) +- [SearchFacesByImage](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_SearchFacesByImage.html) +- [DetectLabels](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_DetectLabels.html) +- [DetectModerationLabels](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_DetectModerationLabels.html) +- [DetectText](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_DetectText.html) +- [DetectCustomLabels](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_DetectCustomLabels.html) -| Field | Description | Comments | -| :-----| :-----------| :---------| -| input.aiOptions.minConfidence | Minimum confidence level to return from the detection APIs | | -| input.aiOptions.celeb | Run celebrity detection | | -| input.aiOptions.face | Run face detection | | -| input.aiOptions.facematch | Search face against your own Face Collection | faceCollectionId field must be present | -| input.aiOptions.faceCollectionId | Specify the Face Collection to use | facematch field must be true | -| input.aiOptions.label | Run label detection | | -| input.aiOptions.moderation | Run content moderation label detection | | -| input.aiOptions.text | Run text detection | | -| input.aiOptions.textROI | Specify region of interest when running text detection | text field must be true. If region of interest is not present, use the entire image | -| input.image.enabled | indicates image analysis is required | Must be true | -| input.image.key | location of the image proxy file generated from the [Ingest Image State Machine](../../ingest/image/README.md) | Must exist | -| input.request.timestamp | request timestamp | If present, the timestamp (_DATETIME_) is concatenated to the path to store the raw analysis results | +In V4, the lambda function also uses Amazon Bedrock Anthropic Claude 3 Haiku (or Sonnet) to further analyze the image and provide information including: +- Detail description of the image +- One-line ALT-TEXT +- Image file name +- Top 5 relevant tags -__ +Publishers can use these information to optimze the accessibility of their websites. -## State: Start image analysis +#### _State: Index analysis results_ -A state where a lambda function runs a set of Amazon Rekognition Image APIs including [RecognizeCelebrities](https://docs.aws.amazon.com/rekognition/latest/dg/API_RecognizeCelebrities.html), [DetectFaces](https://docs.aws.amazon.com/rekognition/latest/dg/API_DetectFaces.html), [SearchFacesByImage](https://docs.aws.amazon.com/rekognition/latest/dg/API_SearchFacesByImage.html), [DetectLabels](https://docs.aws.amazon.com/rekognition/latest/dg/API_DetectLabels.html), [DetectModerationLabels](https://docs.aws.amazon.com/rekognition/latest/dg/API_DetectModerationLabels.html) and [DetectText](https://docs.aws.amazon.com/rekognition/latest/dg/API_DetectText.html) to extract visual metadata from the image file and stores the raw results to _s3://PROXY_BUCKET/UUID/FILE_BASENAME/raw/DATETIME/rekog-image/ANALYSIS_TYPE/output.json_ where ```ANALYSIS_TYPE``` is _celeb_, _label_, _face_, _facematch_, _text_ or _moderation_. +The lambda function parses each analysis typed metadata and indexes the results to an Amazon OpenSearch cluster to provide the searchability. __ -## State: Index analysis results -A state where a lambda function downloads and parses each analysis typed metadata and indexes to the Amazon OpenSearch cluster under ```celeb```, ```label```, ```face```, ```facematch```, ```text``` or ```moderation``` indice accordingly. +#### _Metadata location_ + +The metatadata JSON result is stored in the Amazon S3 bucket with the following naming convention, `s3://[PROXY_BUCKET]/[UUID]/[FILE_BASENAME]/raw/[DATE_TIME]/rekog-image/[ANALYSIS_TYPE]/output.json`. + +For an example, when you upload an image ("MY_IMAGE.jpg") and you have enabled both `celeb` and `label` analysis. The metadata are then stored in: + +- _s3://[PROXY_BUCKET]/0000xxx/**MY_IMAGE**/raw/[DATE_TIME]/rekog-image/**celeb**/output.json_ +- _s3://[PROXY_BUCKET]/0000xxx/**MY_IMAGE**/raw/[DATE_TIME]/rekog-image/**label**/output.json_ __ -## AWS Lambda function (analysis-image) -The analysis-image lambda function provides the implementation to support different states of the Analysis Image state machine. The following AWS XRAY trace diagram illustrates the AWS resources this lambda function communicates to. +#### _Execution input_ -![Analysis Image Lambda function](../../../../deployment/tutorials/images/analysis-image-lambda.png) +The state execution input is similar to the [Analysis Main State Machine](../main/README.md#execution-input) with additional fields generated (or modified) by the [Prepare analysis](../main/README.md#state-prepare-analysis) state. + +Here are the settings that are relevant to the image analysis workflow. + +```json +{ + "input": { + ... + "aiOptions": { + "minConfidence": 80, + "celeb": true, + "face": true, + "facematch": true, + "faceCollectionId": "[COLLECTION_ID]", + "label": true, + "moderation": true, + "text": true, + "textROI": [true, true, true, false, false, false, false, false, false] + }, + "image": { + "enabled": true, + "key": "[PROXY_IMAGE_KEY]" + }, + "request": { + "timestamp": 1637743896177 + } + } +} + +``` + +The analysis options (aiOptions.*) are explained [here](../../README.md#inputaioptions). __ -## IAM Role Permission +### AWS Lambda function (analysis-image) +The analysis-image lambda function provides the implementation to support different states of the Analysis Image state machine. + +#### _IAM Role Policy_ ```json { "Version": "2012-10-17", "Statement": [ + { + "Action": [ + "logs:CreateLogGroup", + "logs:CreateLogStream", + "logs:PutLogEvents" + ], + "Resource": "[CLOUDWATCH_LOGS]", + "Effect": "Allow" + }, { "Action": "s3:ListBucket", - "Resource": "PROXY_BUCKET", + "Resource": "[PROXY_BUCKET]", "Effect": "Allow" }, { @@ -88,7 +106,7 @@ __ "s3:GetObject", "s3:PutObject" ], - "Resource": "PROXY_BUCKET/*", + "Resource": "[PROXY_BUCKET]", "Effect": "Allow" }, { @@ -96,11 +114,10 @@ __ "dynamodb:Scan", "dynamodb:Query", "dynamodb:UpdateItem", - "dynamodb:DeleteItem" - ], - "Resource": [ - "SERVICE_TOKEN_TABLE", + "dynamodb:DeleteItem", + "dynamodb:BatchGetItem" ], + "Resource": "[AIML_TABLE]", "Effect": "Allow" }, { @@ -116,6 +133,16 @@ __ "Resource": "*", "Effect": "Allow" }, + { + "Action": "rekognition:DescribeProjectVersions", + "Resource": "[REKOGNITION_CUSTOM_LABEL_PROJECTS]", + "Effect": "Allow" + }, + { + "Action": "rekognition:DetectCustomLabels", + "Resource": "[REKOGNITION_CUSTOM_LABEL_PROJECTS]", + "Effect": "Allow" + }, { "Action": [ "es:ESHttpGet", @@ -124,12 +151,46 @@ __ "es:ESHttpPut", "es:ESHttpDelete" ], - "Resource": "OPENSEARCH_CLUSTER", + "Resource": "[OPENSEARCH_DOMAIN]", + "Effect": "Allow" + }, + { + "Action": "aoss:APIAccessAll", + "Resource": "[OPENSEARCH_SERVERLESS_COLLECTION]", + "Effect": "Allow" + } + ] +} + +``` + +#### _IAM Role Policy (Amazon Bedrock)_ + +```json +{ + "Version": "2012-10-17", + "Statement": [ + { + "Action": "bedrock:ListFoundationModels", + "Resource": "*", + "Effect": "Allow" + }, + { + "Action": "bedrock:InvokeModel", + "Resource": "[ANTHROPIC_CLAUDE_3_MODEL]", "Effect": "Allow" } ] } + ``` + +#### _X-Ray Trace_ + +The following AWS XRAY trace diagram illustrates the AWS resources this lambda function communicates to. + +![Analysis Image Lambda function](../../../../deployment/tutorials/images/analysis-image-lambda.png) + __ Back to [Analysis Main State Machine](../main/README.md) | Back to [Table of contents](../../../../README.md#table-of-contents) diff --git a/source/main/analysis/image/index.js b/source/main/analysis/image/index.js index 3c50f22..cbfb312 100644 --- a/source/main/analysis/image/index.js +++ b/source/main/analysis/image/index.js @@ -13,7 +13,7 @@ const REQUIRED_ENVS = [ 'ENV_SOLUTION_ID', 'ENV_RESOURCE_PREFIX', 'ENV_SOLUTION_UUID', - 'ENV_ANONYMIZED_USAGE', + 'ENV_ANONYMOUS_USAGE', 'ENV_IOT_HOST', 'ENV_IOT_TOPIC', 'ENV_PROXY_BUCKET', @@ -26,7 +26,7 @@ function parseEvent(event, context) { return new StateData(stateMachine, parsed, context); } if (!parsed.stateExecution) { - throw new Error('fail to parse event.stateExecution'); + throw new AnalysisError('fail to parse event.stateExecution'); } /* parse execution input object */ const uuid = parsed.stateExecution.Input.uuid; @@ -35,7 +35,7 @@ function parseEvent(event, context) { const executionArn = parsed.stateExecution.Id; delete parsed.stateExecution; if (!uuid || !input) { - throw new Error('fail to find uuid or input from event.stateExecution'); + throw new AnalysisError('fail to find uuid or input from event.stateExecution'); } /* parse parallel state outputs */ const parallelStateOutputs = parsed.parallelStateOutputs; diff --git a/source/main/analysis/image/index.spec.js b/source/main/analysis/image/index.spec.js index b3cbe8e..4e495e2 100644 --- a/source/main/analysis/image/index.spec.js +++ b/source/main/analysis/image/index.spec.js @@ -26,7 +26,7 @@ const event_StateIndexAnalysisResults = { "status": "NOT_STARTED", "progress": 0, "input": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-ingest", + "bucket": "so0050-111111111111-account-number-us-west-2-ingest", "key": "TestingImage/TestingImage.png", "uuid": "6c56edc5-a973-3485-c9eb-16292d709749", "aiOptions": { @@ -64,7 +64,7 @@ const event_StateIndexAnalysisResults = { }, "attributes": {}, "destination": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-proxy", + "bucket": "so0050-111111111111-account-number-us-west-2-proxy", "prefix": "6c56edc5-a973-3485-c9eb-16292d709749/TestingImage/" }, "video": { @@ -94,7 +94,7 @@ const event_StateIndexAnalysisResults = { "status": "COMPLETED", "startTime": 1673234983880, "endTime": 1673234988372, - "executionArn": "arn:aws:states:us-west-2:account-number:execution:so0050-0a709c9ee415-analysis-image:98937baf-d231-4012-b0f0-407bb0f0a757", + "executionArn": "arn:aws:states:us-west-2:account-number:execution:so0050-111111111111-analysis-image:98937baf-d231-4012-b0f0-407bb0f0a757", "rekog-image": { "celeb": { "output": "6c56edc5-a973-3485-c9eb-16292d709749/TestingImage/raw/20230109T032941/rekog-image/celeb/output.json", @@ -132,7 +132,7 @@ const event_StateStartImageAnalysis = { "status": "NOT_STARTED", "progress": 0, "input": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-ingest", + "bucket": "so0050-111111111111-account-number-us-west-2-ingest", "key": "TestingImage/TestingImage.png", "uuid": "6c56edc5-a973-3485-c9eb-16292d709749", "aiOptions": { @@ -170,7 +170,7 @@ const event_StateStartImageAnalysis = { }, "attributes": {}, "destination": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-proxy", + "bucket": "so0050-111111111111-account-number-us-west-2-proxy", "prefix": "6c56edc5-a973-3485-c9eb-16292d709749/TestingImage/" }, "video": { @@ -196,12 +196,12 @@ const event_StateStartImageAnalysis = { } }, "stateExecution": { - "Id": "arn:aws:states:us-west-2:account-number:execution:so0050-0a709c9ee415-analysis-image:98937baf-d231-4012-b0f0-407bb0f0a757", + "Id": "arn:aws:states:us-west-2:account-number:execution:so0050-111111111111-analysis-image:98937baf-d231-4012-b0f0-407bb0f0a757", "Input": { "status": "NOT_STARTED", "progress": 0, "input": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-ingest", + "bucket": "so0050-111111111111-account-number-us-west-2-ingest", "key": "TestingImage/TestingImage.png", "uuid": "6c56edc5-a973-3485-c9eb-16292d709749", "aiOptions": { @@ -239,7 +239,7 @@ const event_StateStartImageAnalysis = { }, "attributes": {}, "destination": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-proxy", + "bucket": "so0050-111111111111-account-number-us-west-2-proxy", "prefix": "6c56edc5-a973-3485-c9eb-16292d709749/TestingImage/" }, "video": { @@ -269,7 +269,7 @@ const event_StateStartImageAnalysis = { }, "StartTime": "2023-01-09T03:29:43.880Z", "Name": "98937baf-d231-4012-b0f0-407bb0f0a757", - "RoleArn": "arn:aws:iam::account-number:role/so0050-0a709c9ee415/MyMedia2CloudTest-Backend-AnalysisStateMachineServ-15UVTS9SYPLZU" + "RoleArn": "arn:aws:iam::account-number:role/so0050-111111111111/MyMedia2CloudTest-Backend-AnalysisStateMachineServ-15UVTS9SYPLZU" }, "data": {}, "uuid": "6c56edc5-a973-3485-c9eb-16292d709749" @@ -298,7 +298,7 @@ const context = { ENV_SOLUTION_ID: 'Test_ENV_Variable', ENV_RESOURCE_PREFIX: 'Test_ENV_Variable', ENV_SOLUTION_UUID: 'Test_ENV_Variable', - ENV_ANONYMIZED_USAGE: 'Test_ENV_Variable', + ENV_ANONYMOUS_USAGE: 'Test_ENV_Variable', ENV_IOT_HOST: 'Test_ENV_Variable', ENV_IOT_TOPIC: 'Test_ENV_Variable', ENV_PROXY_BUCKET: 'Test_ENV_Variable', diff --git a/source/main/analysis/image/jest.config.js b/source/main/analysis/image/jest.config.js index ea7e24a..274ec67 100644 --- a/source/main/analysis/image/jest.config.js +++ b/source/main/analysis/image/jest.config.js @@ -1,6 +1,5 @@ module.exports = { - setupTestFrameworkScriptFile: 'tests/setup.js', - transform: { + transform: { '^.+\\.jsx?$': 'babel-jest', }, roots: [''], diff --git a/source/main/analysis/image/package-lock.json b/source/main/analysis/image/package-lock.json index b147d1d..2533e9f 100644 --- a/source/main/analysis/image/package-lock.json +++ b/source/main/analysis/image/package-lock.json @@ -1,8821 +1,51 @@ { "name": "analysis-image", - "version": "1.0.0", - "lockfileVersion": 2, + "version": "3.0.0", + "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "analysis-image", - "version": "1.0.0", - "license": "Apache-2.0", + "version": "3.0.0", "devDependencies": { - "@babel/plugin-transform-modules-commonjs": "^7.19.6", "core-lib": "file:../../../layers/core-lib", - "image-process-lib": "file:../../../layers/image-process-lib", - "jest": "^29.3.1" + "image-process-lib": "file:../../../layers/image-process-lib" } }, "../../../layers/core-lib": { - "version": "1.0.0", + "version": "4.0.0", "dev": true, - 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} - }, - "yargs-parser": { - "version": "21.1.1", - "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz", - "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==", - "dev": true - }, - "yocto-queue": { - "version": "0.1.0", - "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz", - "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==", - "dev": true + "node_modules/image-process-lib": { + "resolved": "../../../layers/image-process-lib", + "link": true } } } diff --git a/source/main/analysis/image/package.json b/source/main/analysis/image/package.json index 6d3330d..84d63ef 100644 --- a/source/main/analysis/image/package.json +++ b/source/main/analysis/image/package.json @@ -1,6 +1,6 @@ { "name": "analysis-image", - "version": "1.0.0", + "version": "3.0.0", "description": "Analysis Image nested state machine lambda to run Amazon Rekognition Image processes", "main": "index.js", "private": true, @@ -9,19 +9,13 @@ "test": "jest --coverage --coverageDirectory=../../../coverage", "build:clean": "rm -rf dist && mkdir -p dist", "build:copy": "cp -rv index.js package.json states dist/", - "build:install": "cd dist && npm install --omit=dev --omit=optional", + "build:install": "cd dist && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" }, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, + "author": "aws-mediaent-solutions", "devDependencies": { "core-lib": "file:../../../layers/core-lib", - "image-process-lib": "file:../../../layers/image-process-lib", - "@babel/plugin-transform-modules-commonjs": "^7.19.6", - "jest": "^29.3.1" - }, - "license": "Apache-2.0" + "image-process-lib": "file:../../../layers/image-process-lib" + } } diff --git a/source/main/analysis/image/setEnvVars.js b/source/main/analysis/image/setEnvVars.js index d33a686..05aad4d 100644 --- a/source/main/analysis/image/setEnvVars.js +++ b/source/main/analysis/image/setEnvVars.js @@ -2,7 +2,7 @@ process.env.ENV_ES_DOMAIN_ENDPOINT = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_ID = 'Test_ENV_Variable'; process.env.ENV_RESOURCE_PREFIX = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_UUID = 'Test_ENV_Variable'; -process.env.ENV_ANONYMIZED_USAGE = 'Test_ENV_Variable'; +process.env.ENV_ANONYMOUS_USAGE = 'Test_ENV_Variable'; process.env.ENV_IOT_HOST = 'Test_ENV_Variable'; process.env.ENV_IOT_TOPIC = 'Test_ENV_Variable'; process.env.ENV_PROXY_BUCKET = 'Test_ENV_Variable'; diff --git a/source/main/analysis/image/stateMachineDefinition.json b/source/main/analysis/image/stateMachineDefinition.json index 5d61612..6fb6896 100644 --- a/source/main/analysis/image/stateMachineDefinition.json +++ b/source/main/analysis/image/stateMachineDefinition.json @@ -1,72 +1,39 @@ { - "StartAt": "Run parallel states", + "StartAt": "Start image analysis", "States": { - "Run parallel states": { - "Type": "Parallel", - "Branches": [ - { - "StartAt": "Start image analysis", - "States": { - "Start image analysis": { - "Type": "Task", - "Resource": "${AnalysisImageLambda.Arn}", - "Parameters": { - "operation": "start-image-analysis", - "uuid.$": "$.uuid", - "status": "NOT_STARTED", - "progress": 0, - "input.$": "$.input", - "data.$": "$.data" - }, - "End": true, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 6, - "BackoffRate": 1.1 - } - ] - } - } - }, + "Start image analysis": { + "Type": "Task", + "Resource": "${AnalysisImageLambda.Arn}", + "Parameters": { + "operation": "start-image-analysis", + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "input.$": "$.input", + "data.$": "$.data" + }, + "Next": "Index analysis results", + "Retry": [ { - "StartAt": "Run BLIP model", - "States": { - "Run BLIP model": { - "Type": "Task", - "Resource": "${blipLambda}", - "Parameters": { - "bucket.$": "$.input.destination.bucket", - "key.$": "$.input.image.key" - }, - "ResultPath": "$.data.image", - "End": true, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] - } - } + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 6, + "BackoffRate": 1.1 } - ], - "Next": "Index analysis results" + ] }, "Index analysis results": { "Type": "Task", "Resource": "${AnalysisImageLambda.Arn}", "Parameters": { "operation": "index-analysis-results", - "parallelStateOutputs.$": "$", - "stateExecution.$": "$$.Execution" + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "input.$": "$.input", + "data.$": "$.data" }, "End": true, "Retry": [ diff --git a/source/main/analysis/image/states/index-analysis-results/index.js b/source/main/analysis/image/states/index-analysis-results/index.js index fad9030..8a44f41 100644 --- a/source/main/analysis/image/states/index-analysis-results/index.js +++ b/source/main/analysis/image/states/index-analysis-results/index.js @@ -3,14 +3,26 @@ const { StateData, - AnalysisTypes, + AnalysisTypes: { + Rekognition: { + Celeb, + Face, + FaceMatch, + Label, + Moderation, + Text, + }, + }, AnalysisError, CommonUtils, Indexer, + FaceIndexer, } = require('core-lib'); +const INDEX_CONTENT = Indexer.getContentIndex(); const ANALYSIS_TYPE = 'image'; const CATEGORY = 'rekog-image'; +const CAPTION = 'caption'; class StateIndexAnalysisResults { constructor(stateData) { @@ -32,55 +44,83 @@ class StateIndexAnalysisResults { const bucket = this.stateData.input.destination.bucket; const data = this.stateData.data[ANALYSIS_TYPE][CATEGORY]; const subCategories = Object.keys(data); - await Promise.all(subCategories.map((subCategory) => - this.indexResults(subCategory, bucket, data[subCategory].output))); + + let fields = await Promise.all(subCategories + .map((subCategory) => + this.parseResults( + subCategory, + bucket, + data[subCategory].output + ))); + fields = fields.reduce((a0, c0) => ({ + ...a0, + ...c0, + }), {}); + + if (Object.keys(fields).length > 0) { + await this.indexResults(fields); + } + return this.setCompleted(); } - async indexResults(subCategory, bucket, key) { + async parseResults(subCategory, bucket, key) { if (!bucket || !key) { return undefined; } - const data = await CommonUtils.download(bucket, key, false) + + const data = await CommonUtils.download(bucket, key) .then((res) => - JSON.parse(res.Body)) - .catch((e) => - console.error(`[ERR]: CommonUtils.download: ${subCategory}: ${bucket}/${key}: ${e.code} ${e.message}`)); + JSON.parse(res)) + .catch((e) => { + console.error( + 'ERR:', + 'StateIndexAnalysisResults.parseResults:', + 'CommonUtils.download:', + e.name, + e.message, + subCategory + ); + return undefined; + }); + let datasets; - switch (subCategory) { - case AnalysisTypes.Rekognition.Celeb: - datasets = this.parseCeleb(data); - break; - case AnalysisTypes.Rekognition.Face: - datasets = this.parseFace(data); - break; - case AnalysisTypes.Rekognition.FaceMatch: - datasets = this.parseFaceMatch(data); - break; - case AnalysisTypes.Rekognition.Label: - datasets = this.parseLabel(data); - break; - case AnalysisTypes.Rekognition.Moderation: - datasets = this.parseModeration(data); - break; - case AnalysisTypes.Rekognition.Text: - datasets = this.parseText(data); - break; - default: - datasets = undefined; + if (subCategory === Celeb) { + datasets = this.parseCeleb(data); + } else if (subCategory === Face) { + datasets = this.parseFace(data); + } else if (subCategory === FaceMatch) { + datasets = this.parseFaceMatch(data); + } else if (subCategory === Label) { + datasets = this.parseLabel(data); + } else if (subCategory === Moderation) { + datasets = this.parseModeration(data); + } else if (subCategory === Text) { + datasets = this.parseText(data); + } else if (subCategory === CAPTION) { + datasets = this.parseCaption(data); } + if (datasets && datasets.length > 0) { - const uuid = this.stateData.uuid; - const indexer = new Indexer(); - return indexer.indexDocument(subCategory, uuid, { - type: ANALYSIS_TYPE, - data: datasets, - }).catch((e) => - console.error(`[ERR]: indexer.indexDocument: ${uuid}: ${subCategory}`, e)); + return { + [subCategory]: datasets, + }; } + return undefined; } + async indexResults(fields) { + const uuid = this.stateData.uuid; + + const indexer = new Indexer(); + return indexer.update( + INDEX_CONTENT, + uuid, + fields + ); + } + parseCeleb(data) { const celebs = ((data || {}).CelebrityFaces || []) .map((x) => @@ -102,15 +142,27 @@ class StateIndexAnalysisResults { } parseFaceMatch(data) { - const externalImageId = ((((data || {}) - .FaceMatches || [])[0] || {}).Face || {}).ExternalImageId; - return (!externalImageId) - ? undefined - : [ - { - name: externalImageId.replace(/_/g, ' '), - }, - ]; + const face = (((data || {}) + .FaceMatches || [])[0] || {}).Face; + + if (face === undefined) { + return undefined; + } + + const faceId = face.FaceId; + + let name = face.Name; + if (!name) { + name = FaceIndexer.resolveExternalImageId( + face.ExternalImageId, + faceId + ); + } + + return [{ + name, + faceId, + }]; } parseLabel(data) { @@ -146,12 +198,39 @@ class StateIndexAnalysisResults { name, })); - const caption = this.stateData.data[ANALYSIS_TYPE].caption; - if (caption && caption.length > 0) { - uniques.push({ - name: caption, - }); + return uniques; + } + + parseCaption(data = {}) { + let uniques = []; + + const { + description, + location, + tags, + } = data; + if ((description || {}).text) { + uniques.push(description.text); + } + + if ((location || {}).text) { + uniques.push(location.text); } + + (tags || []).forEach((tag) => { + if ((tag || {}).text) { + uniques.push(tag.text); + } + }); + + uniques = [ + ...new Set(uniques), + ]; + uniques = uniques + .map((text) => ({ + name: text, + })); + return uniques; } diff --git a/source/main/analysis/image/states/start-image-analysis/index.js b/source/main/analysis/image/states/start-image-analysis/index.js index 677c632..95e2e4d 100644 --- a/source/main/analysis/image/states/start-image-analysis/index.js +++ b/source/main/analysis/image/states/start-image-analysis/index.js @@ -1,51 +1,111 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); -const PATH = require('path'); +const PATH = require('node:path'); +const Jimp = require('jimp'); const { + BedrockRuntimeClient, + InvokeModelCommand, +} = require('@aws-sdk/client-bedrock-runtime'); +const { + RekognitionClient, + RecognizeCelebritiesCommand, + DetectFacesCommand, + DescribeCollectionCommand, + SearchFacesByImageCommand, + DetectLabelsCommand, + DetectModerationLabelsCommand, + DetectTextCommand, + DescribeProjectVersionsCommand, + DetectCustomLabelsCommand, +} = require('@aws-sdk/client-rekognition'); +const { + Environment: { + Solution: { + Metrics: { + CustomUserAgent, + }, + }, + }, + AnalysisTypes: { + Rekognition: { + Celeb, + Face, + FaceMatch, + Label, + Moderation, + Text, + CustomLabel, + }, + }, StateData, - AnalysisTypes, - AnalysisError, + DB, CommonUtils, - Retry, - Environment, + FaceIndexer, + xraysdkHelper, + retryStrategyHelper, + M2CException, } = require('core-lib'); + +const MODEL_REGION = process.env.ENV_BEDROCK_REGION; +const MODEL_ID = process.env.ENV_BEDROCK_MODEL_ID; +const MODEL_VERSION = process.env.ENV_BEDROCK_MODEL_VER; +const MODEL_PRICING = (MODEL_ID.indexOf('sonnet') > 0) + ? { + InputTokens: 0.00300, + OutputTokens: 0.01500, + } + : { + InputTokens: 0.00025, + OutputTokens: 0.00125, + }; +const MODEL_ERROR_EXCEPTION = 'ModelErrorException'; +const SYSTEM = 'You are a journalist responsible for reviewing photos and provide detail information of the photos. You may optionally be provided with additional information such as known people, texts, and GPS longitude and latitude. Your task is to write a detail description of the photo, provide a one line ATL-TEXT for SEO purpose, suggest a descriptive file name for the photo, and top 5 tags or keywords of the photo for search purpose. Use the additional information where possilbe. Also provide a confidence score from 0 to 100. The output should be in JSON format. Skip any explanation in the output.'; +const ASSISTANT = { + GotPhotoOtherInfo: { + role: 'assistant', + content: 'Got the photo. Other information you would like to provide?', + }, + OutputFormat: { + role: 'assistant', + content: 'OK. What output format?', + }, + Prefill: { + role: 'assistant', + content: '{', + }, +}; +const MODEL_PARAMS = { + anthropic_version: MODEL_VERSION, + max_tokens: 4096 * 4, + temperature: 0.2, + top_p: 0.1, + top_k: 250, + stop_sequences: ['\n\nHuman:'], +}; + +const MAX_W = 960; +const MAX_H = MAX_W; + const { - SigV4, -} = require('core-lib'); + Statuses: { + Completed, + }, +} = StateData; const ANALYSIS_TYPE = 'image'; const CATEGORY = 'rekog-image'; -const SUB_CATEGORY_CELEB = AnalysisTypes.Rekognition.Celeb; -const SUB_CATEGORY_FACE = AnalysisTypes.Rekognition.Face; -const SUB_CATEGORY_FACE_MATCH = AnalysisTypes.Rekognition.FaceMatch; -const SUB_CATEGORY_LABEL = AnalysisTypes.Rekognition.Label; -const SUB_CATEGORY_MODERATION = AnalysisTypes.Rekognition.Moderation; -const SUB_CATEGORY_TEXT = AnalysisTypes.Rekognition.Text; const MIN_CONFIDENCE = 80; const OUTPUT_JSON = 'output.json'; +const CAPTION = 'caption'; class StateStartImageAnalysis { constructor(stateData) { if (!(stateData instanceof StateData)) { - throw new AnalysisError('stateData not StateData object'); + throw new M2CException('stateData not StateData object'); } this.$stateData = stateData; - } - - static createInstance() { - return new AWS.Rekognition({ - apiVersion: '2016-06-27', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); + this.$faceIndexer = new FaceIndexer(); } get [Symbol.toStringTag]() { @@ -56,18 +116,30 @@ class StateStartImageAnalysis { return this.$stateData; } + get faceIndexer() { + return this.$faceIndexer; + } + async process() { - const aiOptions = this.stateData.input.aiOptions; - let results = Promise.all([ - this.startCeleb(aiOptions), - this.startFace(aiOptions), - this.startFaceMatch(aiOptions), - this.startLabel(aiOptions), - this.startModeration(aiOptions), - this.startText(aiOptions), - ]); - - results = (await results) + const { + input: { + aiOptions, + }, + } = this.stateData; + + let results = []; + + results.push(this.startCeleb(aiOptions)); + results.push(this.startFace(aiOptions)); + results.push(this.startFaceMatch(aiOptions)); + results.push(this.startLabel(aiOptions)); + results.push(this.startModeration(aiOptions)); + results.push(this.startText(aiOptions)); + results.push(this.startCustomLabels(aiOptions)); + + results = await Promise.all(results); + + results = results .filter((x) => x) .reduce((acc, cur) => ({ @@ -75,8 +147,21 @@ class StateStartImageAnalysis { ...cur, }), {}); + const caption = await this.generateCaption(results); + + results = { + ...results, + ...caption, + }; + + // clean up the results + Object.keys(results) + .forEach((key) => { + delete results[key].response; + }); + this.stateData.setData(ANALYSIS_TYPE, { - status: StateData.Statuses.Completed, + status: Completed, [CATEGORY]: results, }); this.stateData.setCompleted(); @@ -87,92 +172,109 @@ class StateStartImageAnalysis { if (!aiOptions.celeb) { return undefined; } - const rekog = StateStartImageAnalysis.createInstance(); - const fn = rekog.recognizeCelebrities.bind(rekog); + const params = this.makeParams(); - return this.startFn(SUB_CATEGORY_CELEB, fn, params); + const command = new RecognizeCelebritiesCommand(params); + + return this.startFn(Celeb, command); } async startFace(aiOptions) { if (!aiOptions.face) { return undefined; } - const rekog = StateStartImageAnalysis.createInstance(); - const fn = rekog.detectFaces.bind(rekog); const params = { ...this.makeParams(), Attributes: [ 'ALL', ], }; - return this.startFn(SUB_CATEGORY_FACE, fn, params); + const command = new DetectFacesCommand(params); + + return this.startFn(Face, command); } async startFaceMatch(aiOptions) { - if (!aiOptions[AnalysisTypes.Rekognition.FaceMatch] || !aiOptions.faceCollectionId) { + if (!aiOptions[FaceMatch] || !aiOptions.faceCollectionId) { return undefined; } - const rekog = StateStartImageAnalysis.createInstance(); + + let command; + + const rekognitionClient = xraysdkHelper(new RekognitionClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); + /* ensure face collection exists and has faces */ - const collectionReady = await rekog.describeCollection({ + command = new DescribeCollectionCommand({ CollectionId: aiOptions.faceCollectionId, - }).promise() - .then(data => data.FaceCount > 0) - .catch(() => false); + }); + + const valid = await rekognitionClient.send(command) + .then((res) => + res.FaceCount > 0) + .catch(() => + false); - if (!collectionReady) { + if (!valid) { return undefined; } - const fn = rekog.searchFacesByImage.bind(rekog); + const params = { ...this.makeParams(), CollectionId: aiOptions.faceCollectionId, FaceMatchThreshold: aiOptions.minConfidence || MIN_CONFIDENCE, }; - return this.startFn(SUB_CATEGORY_FACE_MATCH, fn, params); + command = new SearchFacesByImageCommand(params); + + return this.startFn(FaceMatch, command); } async startLabel(aiOptions) { if (!aiOptions.label) { return undefined; } - const rekog = StateStartImageAnalysis.createInstance(); - const fn = rekog.detectLabels.bind(rekog); + const params = { ...this.makeParams(), MinConfidence: aiOptions.minConfidence || MIN_CONFIDENCE, }; - return this.startFn(SUB_CATEGORY_LABEL, fn, params); + const command = new DetectLabelsCommand(params); + + return this.startFn(Label, command); } async startModeration(aiOptions) { if (!aiOptions.moderation) { return undefined; } - const rekog = StateStartImageAnalysis.createInstance(); - const fn = rekog.detectModerationLabels.bind(rekog); + const params = { ...this.makeParams(), MinConfidence: aiOptions.minConfidence || MIN_CONFIDENCE, }; - return this.startFn(SUB_CATEGORY_MODERATION, fn, params); + const command = new DetectModerationLabelsCommand(params); + + return this.startFn(Moderation, command); } async startText(aiOptions) { if (!aiOptions.text) { return undefined; } - const rekog = StateStartImageAnalysis.createInstance(); - const fn = rekog.detectText.bind(rekog); + const params = this.makeParams(); - return this.startFn(SUB_CATEGORY_TEXT, fn, params); + const command = new DetectTextCommand(params); + + return this.startFn(Text, command); } makeParams() { const bucket = this.stateData.input.destination.bucket; const key = this.stateData.input.image.key; if (!bucket || !key) { - throw new AnalysisError('bucket or key is missing'); + throw new M2CException('bucket or key is missing'); } return { Image: { @@ -184,30 +286,70 @@ class StateStartImageAnalysis { }; } - async startFn(subCategory, fn, params) { + async startFn(subCategory, command, model) { const t0 = new Date().getTime(); - const response = await Retry.run(fn, params).catch(e => e); - if (response instanceof Error) { + + let response; + try { + const rekognitionClient = xraysdkHelper(new RekognitionClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); + + response = await rekognitionClient.send(command) + .then((res) => ({ + ...res, + $metadata: undefined, + })); + } catch (e) { + console.error( + 'WARN:', + 'StateStartImageAnalysis.startFn:', + `${command.constructor.name}:`, + e.$metadata.httpStatusCode, + e.name, + e.message + ); + return { [subCategory]: { - errorMessage: response.message, + errorMessage: [ + `${command.constructor.name}:`, + e.$metadata.httpStatusCode, + e.name, + e.message, + ].join(' '), }, }; } const bucket = this.stateData.input.destination.bucket; - const prefix = this.makeOutputPrefix(subCategory); - await CommonUtils.uploadFile(bucket, prefix, OUTPUT_JSON, response); + const prefix = this.makeOutputPrefix(subCategory, model); + const output = PATH.join(prefix, OUTPUT_JSON); + + if (subCategory === FaceMatch) { + response = await this.amendSearchFacesByImageResponse(response); + } + + await CommonUtils.uploadFile( + bucket, + prefix, + OUTPUT_JSON, + response + ); + return { [subCategory]: { - output: PATH.join(prefix, OUTPUT_JSON), + output, startTime: t0, endTime: new Date().getTime(), + model, + response, }, }; } - makeOutputPrefix(subCategory) { + makeOutputPrefix(subCategory, optionalPath = '') { const timestamp = CommonUtils.toISODateTime((this.stateData.input.request || {}).timestamp); return PATH.join( this.stateData.input.destination.prefix, @@ -215,9 +357,510 @@ class StateStartImageAnalysis { timestamp, CATEGORY, subCategory, + optionalPath, '/' ); } + + async startCustomLabels(aiOptions) { + if (!aiOptions.customlabel + || !(aiOptions.customLabelModels || []).length) { + return undefined; + } + let responses = await Promise.all(aiOptions.customLabelModels + .map((model) => + this.startCustomLabel(model))); + responses = responses + .filter((x) => + x); + if (responses.length === 0) { + return undefined; + } + return { + [CustomLabel]: responses, + }; + } + + async startCustomLabel(model) { + const projectVersionArn = await this.checkProjectVersionStatus(model); + if (!projectVersionArn) { + return undefined; + } + + const params = { + ...this.makeParams(), + ProjectVersionArn: projectVersionArn, + }; + const command = new DetectCustomLabelsCommand(params); + + return this.startFn( + CustomLabel, + command, + model + ).then((res) => + res[CustomLabel]); + } + + async checkProjectVersionStatus(model) { + let projectArn = model; + if (projectArn.indexOf('arn:aws:rekognition:') !== 0) { + projectArn = `arn:aws:rekognition:${process.env.AWS_REGION}:${this.stateData.accountId}:project/${model}`; + } + + let response; + do { + const rekognitionClient = xraysdkHelper(new RekognitionClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); + + const command = new DescribeProjectVersionsCommand({ + ProjectArn: projectArn, + NextToken: (response || {}).NextToken, + }); + + try { + response = await rekognitionClient.send(command); + } catch (e) { + console.error( + 'ERR:', + 'StateStartImageAnalysis.checkProjectVersionStatus:', + 'DescribeProjectVersionsCommand:', + model, + e.$metadata.httpStatusCode, + e.name, + e.message + ); + return undefined; + } + + const runningModel = response.ProjectVersionDescriptions + .find((x) => + x.Status === 'RUNNING'); + + if (runningModel !== undefined) { + return runningModel.ProjectVersionArn; + } + } while ((response || {}).NextToken); + + /* cannot find any running model */ + return undefined; + } + + async amendSearchFacesByImageResponse(response) { + // lookup faceId <-> celeb + const facesToGet = []; + + response.FaceMatches + .forEach((faceMatch) => { + const face = faceMatch.Face; + const found = this.faceIndexer.lookup(face.FaceId); + + if (face === undefined) { + return; + } + if (found === undefined) { + facesToGet.push(face); + } else if (found && found.celeb) { + face.Name = found.celeb; + } + }); + + if (facesToGet.length > 0) { + const faceIds = facesToGet + .map((x) => + x.FaceId); + + await this.faceIndexer.batchGet(faceIds) + .then((res) => { + // try look up again! + if (res.length > 0) { + facesToGet.forEach((face) => { + const found = this.faceIndexer.lookup(face.FaceId); + if (found && found.celeb) { + face.Name = found.celeb; + } else { + // do not return external image id if it can't resolve the name! + face.Name = FaceIndexer.resolveExternalImageId( + face.ExternalImageId, + false + ); + } + }); + } + return res; + }); + } + + return response; + } + + async generateCaption(data) { + if (!MODEL_REGION) { + return undefined; + } + + const t0 = Date.now(); + + // download imageinfo to check if we have GPS info + const { + input: { + destination: { + bucket: proxyBucket, + prefix: proxyPrefix, + }, + image: { + key: imageKey, + }, + }, + } = this.stateData; + + let imageinfo = PATH.join(proxyPrefix, 'imageinfo', 'imageinfo.json'); + imageinfo = await CommonUtils.download(proxyBucket, imageinfo) + .then((res) => + JSON.parse(res)); + + const { + GPSLatitude: latitude, + GPSLongitude: longitude, + } = imageinfo || {}; + + // only interestd in celeb, facematch, text + let knownFaces = []; + const { + CelebrityFaces: celebrityFaces = [], + } = (data[Celeb] || {}).response || {}; + celebrityFaces.forEach((face) => { + if (face.MatchConfidence > 90) { + knownFaces.push(face.Name); + } + }); + + const { + FaceMatches: faceMatches = [], + } = (data[FaceMatch] || {}).response || {}; + faceMatches.forEach((face) => { + if (face.Similarity > 90 && face.Face.Name) { + knownFaces.push(face.Face.Name); + } + }); + + knownFaces = [ + ...new Set(knownFaces), + ]; + + const texts = []; + + const { + TextDetections: textDetections = [], + } = (data[Text] || {}).response || {}; + + textDetections.forEach((text) => { + if (text.Confidence > 80) { + texts.push(text.DetectedText); + } + }); + + // load image + const signed = await CommonUtils.getSignedUrl({ + Bucket: proxyBucket, + Key: imageKey, + }); + + let image = await new Promise((resolve) => { + Jimp.read(signed) + .then((img) => { + const scaleW = MAX_W / img.bitmap.width; + const scaleH = MAX_H / img.bitmap.height; + const factor = Math.min(scaleW, scaleH); + + let downscaled = img; + if (factor < 1.0) { + downscaled = img.scale(factor); + } + resolve(downscaled.quality(80)); + }); + }); + + image = await image.getBase64Async(Jimp.MIME_JPEG); + image = image.split(',')[1]; + + // prepare model parameter + const params = _prepareModelParams( + image, + knownFaces, + texts, + [latitude, longitude] + ); + + const response = await _invokeEndpoint(params); + + const { + usage: { + input_tokens: inputTokens, + output_tokens: outputTokens, + }, + content = [], + } = response; + + let result = { + usage: { + inputTokens, + outputTokens, + }, + }; + + if ((content[0] || {}).text) { + const parsed = _parseOutputContent(content[0].text); + + result = { + ...result, + ...parsed, + }; + } + + const estimatedCost = (( + (inputTokens * MODEL_PRICING.InputTokens) + + (outputTokens * MODEL_PRICING.OutputTokens) + ) / 1000).toFixed(4); + console.log(`inputTokens = ${inputTokens}, outputTokens = ${outputTokens}, estimatedCost = $${estimatedCost}`); + console.log(JSON.stringify(result, null, 2)); + + const prefix = this.makeOutputPrefix(CAPTION); + const output = PATH.join(prefix, OUTPUT_JSON); + + await CommonUtils.uploadFile( + proxyBucket, + prefix, + OUTPUT_JSON, + result + ); + + return { + [CAPTION]: { + output, + startTime: t0, + endTime: Date.now(), + }, + }; + } +} + +function _prepareModelParams( + image, + knownFaces, + texts, + gps +) { + const system = SYSTEM; + + const messages = []; + + // image content + const imageContent = []; + imageContent.push({ + type: 'text', + text: 'Here is a photo to analyze.', + }); + imageContent.push({ + type: 'image', + source: { + type: 'base64', + media_type: 'image/jpeg', + data: image, + }, + }); + messages.push({ + role: 'user', + content: imageContent, + }); + + messages.push(ASSISTANT.GotPhotoOtherInfo); + + const additionalContent = []; + if (knownFaces.length) { + const persons = [ + '', + ...knownFaces, + '', + ]; + + additionalContent.push({ + type: 'text', + text: `Here is a list of known people appeared in the photo. Use their names in tag where possible. People:\n${persons.join('\n')}\n`, + }); + } + + if (texts.length) { + const words = [ + '', + ...texts, + '', + ]; + + additionalContent.push({ + type: 'text', + text: `Here is a list of texts appeared on the photo. Use the texts in tag where possible. Texts:\n${words.join('\n')}\n`, + }); + } + + const [latitude, longitude] = gps; + if (latitude && longitude) { + const location = [ + '', + longitude, + '', + '', + latitude, + '', + ]; + additionalContent.push({ + type: 'text', + text: `Here is the GPS location where the photo is taken in and tags:\n${location.join('\n')}\n. Identify the location in the photo. Skip any explanation.`, + }); + } + + if (additionalContent.length > 0) { + messages.push({ + role: 'user', + content: additionalContent, + }); + } else { + messages.push({ + role: 'user', + content: 'No, I don\'t have additional information to provide.', + }); + } + + messages.push(ASSISTANT.OutputFormat); + + const example = { + description: { + text: 'The photo describes...', + score: 98, + }, + altText: { + text: 'One line ALT-TEXT', + score: 90, + }, + fileName: { + text: 'photo-of-someone-doing-something', + score: 90, + }, + location: { + text: 'Madrid, Spain', + score: 80, + }, + tags: [ + { + text: 'Night club', + score: 90, + }, + ], + }; + + const output = `Return JSON format. An example of the output:\n${JSON.stringify(example)}\n.`; + messages.push({ + role: 'user', + content: output, + }); + + messages.push(ASSISTANT.Prefill); + + const params = { + ...MODEL_PARAMS, + system, + messages, + }; + + return params; +} + +async function _invokeEndpoint(modelParams, modelId = MODEL_ID) { + const runtimeClient = xraysdkHelper(new BedrockRuntimeClient({ + region: MODEL_REGION, + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(4), + })); + + const params = { + modelId, + contentType: 'application/json', + accept: 'application/json', + body: JSON.stringify(modelParams), + }; + + const command = new InvokeModelCommand(params); + + let response = await runtimeClient.send(command) + .catch((e) => { + let exception; + if (e.code === 'ENOTFOUND') { + exception = new Error(`Bedrock not supported in the region (${e.code})`); + exception.name = 'ServiceUnavailableException'; + } else if (e.name === MODEL_ERROR_EXCEPTION) { + exception = new Error(`Model inference quota reached. Retry again. (${e.name})`); + exception.name = MODEL_ERROR_EXCEPTION; + } else if (e.name === 'ResourceNotFoundException') { + exception = new Error(`Make sure to request access to the model in the region (${e.name})`); + exception.name = 'ResourceNotFoundException'; + } else if (e.name === 'AccessDeniedException') { + exception = new Error(`Not allow to access to the model in the region (${e.name})`); + exception.name = 'AccessDeniedException'; + } else { + exception = new Error(e.message); + exception.name = e.name || e.code || 'UnknownException'; + } + + console.log(`[ERR]: InvokeModelCommand: ${exception.name} - ${exception.message}`); + throw exception; + }); + + response = new TextDecoder().decode(response.body); + response = JSON.parse(response); + + return response; +} + +function _parseOutputContent(text) { + if (!text) { + return undefined; + } + + let jsonstring = text; + if (jsonstring[0] !== '{') { + jsonstring = `{${jsonstring}`; + } + + let data; + + try { + data = JSON.parse(jsonstring); + return data; + } catch (e) { + // do nothing + } + + // find '{' and '}' boundary to parse again. + let idx = jsonstring.indexOf('{'); + if (idx < 0) { + return undefined; + } + jsonstring = jsonstring.slice(idx); + + idx = jsonstring.lastIndexOf('}'); + if (idx < 0) { + return undefined; + } + jsonstring = jsonstring.slice(0, idx + 1); + + try { + data = JSON.parse(jsonstring); + } catch (e) { + // do nothing + } + + return data; } module.exports = StateStartImageAnalysis; diff --git a/source/main/analysis/main/README.md b/source/main/analysis/main/README.md index 80404d6..a484a0e 100644 --- a/source/main/analysis/main/README.md +++ b/source/main/analysis/main/README.md @@ -1,187 +1,131 @@ # Analysis Main State Machine -The Analysis Main State Machine focuses on extracting machine learning metadata from the media file. Depending on the media type of the file and the types of AI/ML detection specified in the request, the Analysis Main State Machine activates different branches of the detections. For instance, if the media file is a document, the analysis workflow focuses on extracting tabular data from the document using Amazon Textract service. If the uploaded file is a video file, the analysis workflow activates the video analysis workflow to extract visual data using Amazon Rekognition service _AND_ the audio analysis workflow to extract speech-to-text data using Amazon Transcribe service as well as to run Natural Language Processing (NLP) process to extract key phrases, entities, locations, quantities, and so forth using Amazon Comprehend service. +The Analysis Main State Machine performs various types of analysis on different types of media (video, audio, images, and documents). The state machine starts with the "Prepare analysis" step, followed by a "Parallel states" step that runs multiple analysis branches concurrently. + +After all the enabled analysis branches complete, the state machine moves to the "Collect analysis results" step, which aggregates the results from the various analysis processes. + +Next, the state machine runs another Lambda function called "Run analysis post process" to perform any post-processing tasks on the analysis results. + +Finally, the state machine ends with the "Analysis completed" step, indicating the successful completion of the entire analysis workflow. ![Analysis state machine](../../../../deployment/tutorials/images/analysis-main-state-machine.png) -__ -## Execution input -The state machine execution input is a pass through from the [Main State Machine](../README.md) where the mandatory field is the ```input.uuid``` that is used to look up the the ingestion data from the Ingest DynamoDB Table. The ```input.aiOptions.*``` fields specify the type of AI/ML detection to run. See all possible option in the following table. If ```$.input.aiOptions``` field is not specified, the state machine lambda function defaults to the AI/ML settings specified when the CloudFormation stack was created. +#### _State: Prepare analysis_ -```json -{ - "input": { - "uuid": "UUID", - "aiOptions": { - "minConfidence": 80, - /* Rekognition settings */ - "celeb": true, - "face": true, - "facematch": true, - "faceCollectionId": "REKOGNITION_COLLECTION_ID", - "label": true, - "moderation": true, - "person": true, - "text": true, - "textROI": [true, true, true, false, false, false, false, false, false], - "segment": true, - "customlabel": true, - "customLabelModels": [ - "REKONIGTION_CUSTOM_LABEL_01", - "REKONIGTION_CUSTOM_LABEL_02" - ], - /* Transcribe settings */ - "transcribe": true, - "languageCode": "en-US", - "customLanguageModel": "TRANSCRIBE_CUSTOM_LANGUAGE_MODEL", - "customVocabulary": "TRANSCRIBE_CUSTOM_VOCABULARY", - /* Comprehend settings */ - "keyphrase": true, - "entity": true, - "sentiment": true, - "customentity": true, - "customEntityRecognizer": "COMPREHEND_CUSTOM_ENTITY_RECOGNIZER", - /* Textract settings */ - "textract": true, - /* frame based analysis */ - "framebased": false, - "frameCaptureMode": 1003, - } - } -} -``` +The lambda function checks the analysis options in $.input.aiOptions and prepares the optimal settings to run the analysis based on the type of the media file and the availability of detections. -| Field | Description | Required? | -| :-----| :-----------| :---------| -| input.uuid | UUID of the media file used to look up the ingest data from Ingest DynamoDB Table | Mandatory | -| _input.aiOptions.*_ | AI/ML options to run the analysis workflow. If not specified, the guidance uses the default AI/ML options specified when the Amazon CloudFormation stack was created | Optional | -| _input.aiOptions.minConfidence_ | Minimum confidence level to return detection results | Optional | -| _input.aiOptions.celeb_ | Enable/disable Amazon Rekognition Celebrity Recognition detection | Optional | -| _input.aiOptions.face_ | Enable/disable Amazon Rekognition Face detection | Optional | -| _input.aiOptions.facematch_ | Enable/disable Amazon Rekognition Search Face in collection. ```faceCollectionId``` field must also be specified. | Optional | -| _input.aiOptions.faceCollectionId_ | Specify the face collection to use to run Amazon Rekognition Search Face API. If ```facematch``` is set to false, this field is ignored. | Optional | -| _input.aiOptions.label_ | Enable/disable Amazon Rekognition Label detection | Optional | -| _input.aiOptions.moderation_ | Enable/disable Amazon Rekognition Content Moderation Label detection | Optional | -| _input.aiOptions.person_ | Enable/disable Amazon Rekognition People Pathing detection. | Optional | -| _input.aiOptions.text_ | Enable/disable Amazon Rekognition Text detection. | Optional | -| _input.aiOptions.textROI_ | Limit the text detection to specific region of the video/image frame. The field is an array of 3x3 grid representing: Top Left (TL), Top Center (TC), Top Right (TR), Middle Left (ML), Center (C), Middle Right (MR), Bottom Left (BL), Bottom Center (BC), and Bottom Right (BR). Setting the grid(s) to true indicates the area is in interests. | Optional | -| _input.aiOptions.segment_ | Enable/disable Amazon Rekognition Video Segment detection. | Optional | -| _input.aiOptions.customlabel_ | Enable/disable Amazon Rekognition Custom Labels feature. ```customLabelModels``` field must also be specified. | Optional | -| _input.aiOptions.customLabelModels_ | Specify the Custom Label model(s) to be used to run the analysis. This field is an array of the models. You can specify _TWO_ models at most. If ```customlabel``` field is not specified, this field is ignored. | Optional | -| _input.aiOptions.transcribe_ | Enable/disable Amazon Transcribe | Optional | -| _input.aiOptions.languageCode_ | Specify the language code to run Amazon Transcribe. To enable ```Auto Language Detection```, _DO NOT_ specify this field | Optional | -| _input.aiOptions.customLanguageModel_ | Specify [Amazon Transcribe Custom Language Models](https://docs.aws.amazon.com/transcribe/latest/dg/custom-language-models.html) (CLM) to use | Optional | -| _input.aiOptions.customVocabulary_ | Specify [Amazon Transcribe Custom Vocabularies](https://docs.aws.amazon.com/transcribe/latest/dg/custom-vocabulary.html) to use | Optional | -| _input.aiOptions.keyphrase_ | Enable/disable Amazon Comprehend Key Phrases detection | Optional | -| _input.aiOptions.entity_ | Enable/disable Amazon Comprehend Entities detection | Optional | -| _input.aiOptions.sentiment_ | Enable/disable Amazon Comprehend Sentiment Analysis | Optional | -| _input.aiOptions.customEntityRecognizer_ | Specify [Amazon Comprehend Custom Entity Recognizer](https://docs.aws.amazon.com/comprehend/latest/dg/custom-entity-recognition.html) to use to improve domain specific entity detection | Optional | -| _input.aiOptions.framebased_ | Opt-in to use Frame based analysis which converts video into image frames and uses Amazon Rekognition Image APIs instead of Video APIs with the exceptions of _TWO_ Amazon Rekognition Video APIs that are [Amazon Rekognition Video Segment](https://docs.aws.amazon.com/rekognition/latest/dg/segments.html) and [Amazon Rekognition People Pathing](https://docs.aws.amazon.com/rekognition/latest/dg/persons.html) APIs. | Optional | -| _input.aiOptions.frameCaptureMode_ | When opt-in to use Frame-based analysis, this field specifies the frame capture rate such as ```1 frame every 2 seconds```, ```1 frame every second```, and so forth. The full list can be found in [source/layers/core-lib/lib/frameCaptureMode.js](../../../layers/core-lib/lib/frameCaptureMode.js) | Optional | +For an example, when "facematch" option is enabled but the "faceCollectionId" is not set, the lambda function disables the "facematch" option as the "facematch" detection depends on the "faceCollectionId". -__ +Similarly, when "scene" option is enabled but framebased option is set to false, the lambda function disables the "scene" feature as the scene feature requires Frame Based Analysis to be enabled. -## State: Prepare analysis -A state where a lambda function checks the incoming analysis request, _$.input.aiOptions_ field and prepares the optimal AI/ML analysis options to run based on the media type of the file and the availability of specific detections. +#### _State: Run parallel states_ -An example is that when user specifies an Amazon Rekognition Face Collection (XYZ) to run _face matching_ analysis but XYZ does not contain any face, the lambda function automatically opts out the _face matching_ detection to minimize the cost and to reduce the processing time. +A Parallel state to execute multiple analysis branches in parallel. -Another example is that when user specifies an Amazon Transcribe Custom Language Model (ABC) but the ABC Model is not in COMPLETED state, the lambda function opts out the Custom Language Model (_customLanguageModel_) setting automatically to avoid potential failure caused by the availability of the Custom Language Model. +#### _State: Video analysis enabled?_ -__ +A Choice state checks the `$.input.video.enabled` flag. If it sets to `true`, continues with "Start video analysis and wait" state. If the flag is set to `false`, moves to "Skip video analysis" indicating the video analysis branch completes. -## State: Video analysis enabled? -A Choice state to check whether video analysis is enabled by checking _$.input.video.enabled_ flag. +#### _State: Start video analysis and wait_ -__ +When video analysis is enabled, the workflow executes the nested state machine, "Video Analysis State Machine" and waits for its completion. The Video Analysis State Machine focuses on the visual part of the media file using various computer vision ML models / services. -## State: Start video analysis and wait -Start video analysis and wait is a sub-state machine where it runs Computer Vision (CV) analysis using Amazon Rekognition service. -__ +#### _State: Skip video analysis_ -## State: Skip video analysis -An End state to indicate video analysis is not enabled. +A Succeed state indicates the video analysis branch is skipped. -__ +#### _State: Audio analysis enabled?_ -## State: Audio analysis enabled? -A Choice state to check whether audio analysis is enabled by checking _$.input.audio.enabled_ flag. +A Choice state checks the `$.input.audio.enabled` flag. If it sets to `true`, continues with "Start audio analysis and wait" state. If the flag is set to `false`, moves to "Skip audio analysis" indicating the audio analysis branch completes. -__ -## State: Start audio analysis and wait -Start audio analysis and wait is a sub-state machine where it runs Speech-to-Text (STT) and Natural Language Processing (NLP) analysis using Amazon Transcribe and Amazon Comprehend services. The audio analysis is activated when the media type is ```audio``` or ```video```. +#### _State: Start audio analysis and wait_ -__ +When audio analysis is enabled, the workflow executes the nested state machine, "Audio Analysis State Machine" and waits for its completion. The Audio Analysis State Machine focuses on the audio part of the media file using Automatic Speech Recognition (ASR) and various Natural Language Processing (NLP) ML models / services. -## State: Skip audio analysis -An End state to indicate audio analysis is not enabled. +#### _State: Skip audio analysis_ -__ +A Succeed state indicates the audio analysis branch is skipped. -## State: Image analysis enabled? -A Choice state to check whether audio analysis is enabled by checking _$.input.image.enabled_ flag. +#### _State: Image analysis enabled?_ -__ +A Choice state checks the `$.input.image.enabled` flag. If it sets to `true`, continues with "Start image analysis and wait" state. If the flag is set to `false`, moves to "Skip image analysis" indicating the image analysis branch completes. -## State: Start image analysis and wait -Start image analysis and wait is a sub-state machine where it runs Computer Vision (CV) analysis using Amazon Rekognition Image APIs. -__ +#### _State: Start image analysis and wait_ -## State: Skip image analysis -An End state to indicate image analysis is not enabled. +When image analysis is enabled, the workflow executes the nested state machine, "Image Analysis State Machine" and waits for its completion. The Image Analysis State Machine analyzes the image with various computer vision models and services and Generative AI model. -__ +#### _State: Skip image analysis_ -## State: Document analysis enabled? -A Choice state to check whether document analysis is enabled by checking _$.input.document.enabled_ flag. +A Succeed state indicates the image analysis branch is skipped. -__ -## State: Start document analysis and wait -Start document analysis and wait is a sub-state machine where it runs OCR analysis using Amazon Textract service. +#### _State: Document analysis enabled?_ -__ +A Choice state checks the `$.input.document.enabled` flag. If it sets to `true`, continues with "Start document analysis and wait" state. If the flag is set to `false`, moves to "Skip document analysis" indicating the document analysis branch completes. -## State: Skip document analysis -An End state to indicate document analysis is not enabled. -__ +#### _State: Start document analysis and wait_ -## State: Collect analysis results -A state where a lambda function parses and merges results from the nested states above. +When document analysis is enabled, the workflow executes the nested state machine, "Document Analysis State Machine" and waits for its completion. The Document Analysis State Machine analyzes the document with primarily Amazon Textract service. -__ +#### _State: Skip document analysis_ + +A Succeed state indicates the document analysis branch is skipped. + +#### _State: Collect analysis results_ -## State: Analysis completed -A state where a lambda function updates _analysis_ field of the Ingest DynamoDB table to indicate types of analysis have been run. The lambda function also creates records on the ```aiml``` DynamoDB table with information including _start time_ and _end time_ of each analysis detection, _pointers_ to where the analysis metadata JSON results stored in the Amazon S3 proxy bucket, the _job name_ of the detection, and the ARN of the state machine execution. +The lambda function parses the results from the parallel branches and merges them to prepare for the next step. + +#### _State: Run analysis post process and wait_ + +After the parallel branches complete, the workflow runs the next state machine, "Analysis Post Processing State Machine" and waits for its completion. The Analysis Post Processing State Machine uses the video and audio analysis results to further process complex use cases such as scene or ad break detection. Both rely on the video and audio analysis results. + +#### _State: Analysis completed_ + +The lambda function updates the analysis results to the status on INGEST_TABLE and the AIML_TABLE. __ -## AWS Lambda function (analysis-main) -The analysis-main lambda function provides the implementation to support different states of the Analysis Main state machine. The following AWS XRAY trace diagram demonstrates the AWS services this lambda function communicates to. +#### _Execution input_ + +The state machine execution input is passed through from the [Main State Machine](../../README.md#execution-input). The aiOptions dictates the types of analysis to run. The analysis options are explained [here](../../README.md#inputaioptions). -![Analysis Main Lambda function](../../../../deployment/tutorials/images/analysis-main-lambda.png) __ -## IAM Role Permission +### AWS Lambda function (analysis-main) + +The analysis-main lambda function provides the implementation to support different states of the Analysis Main state machine. As the lambda function prepare the analysis options, it requires various permissions to validate the input request. Permission includes reading objects from the Amazon S3 proxy bucket to ensure frame capture images are generated or the video and audio proxies are present; ensuring the Amazon Rekognition Face Collection (faceCollectionId) is present; making sure the Amazon Rekognition Custom Labels (customLabelModels) models, Amazon Transcribe Vocabulary (customVocabulary or customLanguageModel), Amazon Comprehend Entity Recognizer (customEntityRecognizer) are ready to use. + + +#### _IAM Role Policy_ ```json + { "Version": "2012-10-17", "Statement": [ + { + "Action": [ + "logs:CreateLogGroup", + "logs:CreateLogStream", + "logs:PutLogEvents" + ], + "Resource": "[CLOUDWATCH_LOGS]", + "Effect": "Allow" + }, { "Action": "s3:ListBucket", - "Resource": "PROXY_BUCKET", + "Resource": "[PROXY_BUCKET]", "Effect": "Allow" }, { "Action": "s3:GetObject", - "Resource": "PROXY_BUCKET", + "Resource": "[PROXY_BUCKET]", "Effect": "Allow" }, { @@ -192,46 +136,34 @@ __ "dynamodb:DeleteItem" ], "Resource": [ - "INGEST_TABLE", - "AIML_TABLE", - "SERVICE_TOKEN_TABLE" - ], - "Effect": "Allow" - }, - { - "Action": [ - "es:ESHttpGet", - "es:ESHttpHead", - "es:ESHttpPost", - "es:ESHttpPut", - "es:ESHttpDelete" + "[INGEST_TABLE]", + "[AIML_TABLE]" ], - "Resource": "OPENSEARCH_DOMAIN", "Effect": "Allow" }, { "Action": "iot:Publish", - "Resource": "IOT_STATUS_TOPIC", + "Resource": "[IOT_TOPIC]", "Effect": "Allow" }, { "Action": "sns:Publish", - "Resource": "SNS_STATUS_TOPIC", + "Resource": "[SNS_TOPIC]", "Effect": "Allow" }, { "Action": "rekognition:ListFaces", - "Resource": "arn:aws:rekognition:REGION:ACCOUNT:collection/*", + "Resource": "[REKOGNITION_COLLECTION]", "Effect": "Allow" }, { "Action": "rekognition:DescribeProjectVersions", - "Resource": "arn:aws:rekognition:REGION:ACCOUNT:project/*/*", + "Resource": "[REKOGNITION_CUSTOM_LABELS]", "Effect": "Allow" }, { "Action": "comprehend:DescribeEntityRecognizer", - "Resource": "arn:aws:comprehend:REGION:ACCOUNT:entity-recognizer/*", + "Resource": "[COMPREHEND_ENTITY_RECOGNIZER]", "Effect": "Allow" }, { @@ -241,19 +173,45 @@ __ ], "Resource": "*", "Effect": "Allow" + }, + { + "Action": [ + "es:ESHttpGet", + "es:ESHttpHead", + "es:ESHttpPost", + "es:ESHttpPut", + "es:ESHttpDelete" + ], + "Resource": [ + "[OPENSEARCH_DOMAIN]" + ], + "Effect": "Allow" + }, + { + "Action": "aoss:APIAccessAll", + "Resource": "[OPENSEARCH_SERVERLESS]", + "Effect": "Allow" } ] } ``` + +#### _X-Ray Trace_ + +The following AWS XRAY trace diagram demonstrates the AWS services this lambda function communicates to. + +![Analysis Main Lambda function](../../../../deployment/tutorials/images/analysis-main-lambda.png) + __ ## Related topics -* [Analysis Video State Machine](../video/README.md) -* [Analysis Audio State Machine](../audio/README.md) -* [Analysis Image State Machine](../image/README.md) -* [Analysis Document State Machine](../document/README.md) +- [Analysis Video State Machine](../video/README.md) +- [Analysis Audio State Machine](../audio/README.md) +- [Analysis Image State Machine](../image/README.md) +- [Analysis Document State Machine](../document/README.md) +- [Analysis Post Processing State Machine](../post-process/README.md) __ diff --git a/source/main/analysis/main/index.js b/source/main/analysis/main/index.js index 0361535..780b5f0 100644 --- a/source/main/analysis/main/index.js +++ b/source/main/analysis/main/index.js @@ -48,7 +48,7 @@ exports.handler = async (event, context) => { ...data.data, }; } else if (data.Output) { - const output = JSON.parse(data.Output); + const output = data.Output; merged.uuid = output.uuid; merged.input = { ...merged.input, diff --git a/source/main/analysis/main/index.spec.js b/source/main/analysis/main/index.spec.js index a3e8bb7..95918a7 100644 --- a/source/main/analysis/main/index.spec.js +++ b/source/main/analysis/main/index.spec.js @@ -30,13 +30,13 @@ const event_StateCollectAnalysisResults = { "parallelStateOutputs": [ { "uuid": "6cbb8b34-4c02-a3bb-a790-ea3d58350097", - "stateMachine": "so0050-0a709c9ee415-analysis-main", + "stateMachine": "so0050-111111111111-analysis-main", "operation": "prepare-analysis", "overallStatus": "PROCESSING", "status": "ANALYSIS_STARTED", "progress": 100, "input": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-ingest", + "bucket": "so0050-111111111111-account-number-us-west-2-ingest", "key": "Airport to Scala 7 Interno 5 Maps/Airport to Scala 7 Interno 5 Maps.pdf", "uuid": "6cbb8b34-4c02-a3bb-a790-ea3d58350097", "aiOptions": { @@ -74,7 +74,7 @@ const event_StateCollectAnalysisResults = { }, "attributes": {}, "destination": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-proxy", + "bucket": "so0050-111111111111-account-number-us-west-2-proxy", "prefix": "6cbb8b34-4c02-a3bb-a790-ea3d58350097/Airport_to_Scala_7_Interno_5_Maps/" }, "video": { @@ -104,13 +104,13 @@ const event_StateCollectAnalysisResults = { }, { "uuid": "6cbb8b34-4c02-a3bb-a790-ea3d58350097", - "stateMachine": "so0050-0a709c9ee415-analysis-main", + "stateMachine": "so0050-111111111111-analysis-main", "operation": "prepare-analysis", "overallStatus": "PROCESSING", "status": "ANALYSIS_STARTED", "progress": 100, "input": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-ingest", + "bucket": "so0050-111111111111-account-number-us-west-2-ingest", "key": "Airport to Scala 7 Interno 5 Maps/Airport to Scala 7 Interno 5 Maps.pdf", "uuid": "6cbb8b34-4c02-a3bb-a790-ea3d58350097", "aiOptions": { @@ -148,7 +148,7 @@ const event_StateCollectAnalysisResults = { }, "attributes": {}, "destination": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-proxy", + "bucket": "so0050-111111111111-account-number-us-west-2-proxy", "prefix": "6cbb8b34-4c02-a3bb-a790-ea3d58350097/Airport_to_Scala_7_Interno_5_Maps/" }, "video": { @@ -178,13 +178,13 @@ const event_StateCollectAnalysisResults = { }, { "uuid": "6cbb8b34-4c02-a3bb-a790-ea3d58350097", - "stateMachine": "so0050-0a709c9ee415-analysis-main", + "stateMachine": "so0050-111111111111-analysis-main", "operation": "prepare-analysis", "overallStatus": "PROCESSING", "status": "ANALYSIS_STARTED", "progress": 100, "input": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-ingest", + "bucket": "so0050-111111111111-account-number-us-west-2-ingest", "key": "Airport to Scala 7 Interno 5 Maps/Airport to Scala 7 Interno 5 Maps.pdf", "uuid": "6cbb8b34-4c02-a3bb-a790-ea3d58350097", "aiOptions": { @@ -222,7 +222,7 @@ const event_StateCollectAnalysisResults = { }, "attributes": {}, "destination": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-proxy", + "bucket": "so0050-111111111111-account-number-us-west-2-proxy", "prefix": "6cbb8b34-4c02-a3bb-a790-ea3d58350097/Airport_to_Scala_7_Interno_5_Maps/" }, "video": { @@ -251,18 +251,18 @@ const event_StateCollectAnalysisResults = { "data": {} }, { - "ExecutionArn": "arn:aws:states:us-west-2:account-number:execution:so0050-0a709c9ee415-analysis-document:673359b3-1020-47b9-a4c6-7e189b6a5cab", - "Input": "{\"status\":\"NOT_STARTED\",\"progress\":0,\"input\":{\"bucket\":\"so0050-0a709c9ee415-account-number-us-west-2-ingest\",\"key\":\"Airport to Scala 7 Interno 5 Maps/Airport to Scala 7 Interno 5 Maps.pdf\",\"uuid\":\"6cbb8b34-4c02-a3bb-a790-ea3d58350097\",\"aiOptions\":{\"sentiment\":true,\"textROI\":[false,false,false,false,false,false,false,false,false],\"framebased\":false,\"celeb\":true,\"frameCaptureMode\":0,\"keyphrase\":true,\"label\":true,\"languageCode\":\"en-US\",\"facematch\":false,\"transcribe\":true,\"face\":true,\"customentity\":false,\"person\":true,\"minConfidence\":80,\"textract\":true,\"moderation\":true,\"segment\":true,\"customlabel\":false,\"text\":true,\"entity\":true,\"customLabelModels\":[]},\"attributes\":{},\"destination\":{\"bucket\":\"so0050-0a709c9ee415-account-number-us-west-2-proxy\",\"prefix\":\"6cbb8b34-4c02-a3bb-a790-ea3d58350097/Airport_to_Scala_7_Interno_5_Maps/\"},\"video\":{\"enabled\":false},\"audio\":{\"enabled\":false},\"image\":{\"enabled\":false},\"document\":{\"enabled\":true,\"prefix\":\"6cbb8b34-4c02-a3bb-a790-ea3d58350097/Airport_to_Scala_7_Interno_5_Maps/transcode/proxy\",\"numPages\":2},\"request\":{\"timestamp\":1672908611250},\"metrics\":{\"duration\":0,\"requestTime\":1672908611250,\"startTime\":1672908612571}},\"data\":{},\"uuid\":\"6cbb8b34-4c02-a3bb-a790-ea3d58350097\"}", + "ExecutionArn": "arn:aws:states:us-west-2:account-number:execution:so0050-111111111111-analysis-document:673359b3-1020-47b9-a4c6-7e189b6a5cab", + "Input": "{\"status\":\"NOT_STARTED\",\"progress\":0,\"input\":{\"bucket\":\"so0050-111111111111-account-number-us-west-2-ingest\",\"key\":\"Airport to Scala 7 Interno 5 Maps/Airport to Scala 7 Interno 5 Maps.pdf\",\"uuid\":\"6cbb8b34-4c02-a3bb-a790-ea3d58350097\",\"aiOptions\":{\"sentiment\":true,\"textROI\":[false,false,false,false,false,false,false,false,false],\"framebased\":false,\"celeb\":true,\"frameCaptureMode\":0,\"keyphrase\":true,\"label\":true,\"languageCode\":\"en-US\",\"facematch\":false,\"transcribe\":true,\"face\":true,\"customentity\":false,\"person\":true,\"minConfidence\":80,\"textract\":true,\"moderation\":true,\"segment\":true,\"customlabel\":false,\"text\":true,\"entity\":true,\"customLabelModels\":[]},\"attributes\":{},\"destination\":{\"bucket\":\"so0050-111111111111-account-number-us-west-2-proxy\",\"prefix\":\"6cbb8b34-4c02-a3bb-a790-ea3d58350097/Airport_to_Scala_7_Interno_5_Maps/\"},\"video\":{\"enabled\":false},\"audio\":{\"enabled\":false},\"image\":{\"enabled\":false},\"document\":{\"enabled\":true,\"prefix\":\"6cbb8b34-4c02-a3bb-a790-ea3d58350097/Airport_to_Scala_7_Interno_5_Maps/transcode/proxy\",\"numPages\":2},\"request\":{\"timestamp\":1672908611250},\"metrics\":{\"duration\":0,\"requestTime\":1672908611250,\"startTime\":1672908612571}},\"data\":{},\"uuid\":\"6cbb8b34-4c02-a3bb-a790-ea3d58350097\"}", "InputDetails": { "Included": true }, "Name": "673359b3-1020-47b9-a4c6-7e189b6a5cab", - "Output": "{\"uuid\":\"6cbb8b34-4c02-a3bb-a790-ea3d58350097\",\"stateMachine\":\"so0050-0a709c9ee415-analysis-document\",\"operation\":\"index-analysis-results\",\"overallStatus\":\"PROCESSING\",\"status\":\"COMPLETED\",\"progress\":100,\"input\":{\"bucket\":\"so0050-0a709c9ee415-account-number-us-west-2-ingest\",\"key\":\"Airport to Scala 7 Interno 5 Maps/Airport to Scala 7 Interno 5 Maps.pdf\",\"uuid\":\"6cbb8b34-4c02-a3bb-a790-ea3d58350097\",\"aiOptions\":{\"sentiment\":true,\"textROI\":[false,false,false,false,false,false,false,false,false],\"framebased\":false,\"celeb\":true,\"frameCaptureMode\":0,\"keyphrase\":true,\"label\":true,\"languageCode\":\"en-US\",\"facematch\":false,\"transcribe\":true,\"face\":true,\"customentity\":false,\"person\":true,\"minConfidence\":80,\"textract\":true,\"moderation\":true,\"segment\":true,\"customlabel\":false,\"text\":true,\"entity\":true,\"customLabelModels\":[]},\"attributes\":{},\"destination\":{\"bucket\":\"so0050-0a709c9ee415-account-number-us-west-2-proxy\",\"prefix\":\"6cbb8b34-4c02-a3bb-a790-ea3d58350097/Airport_to_Scala_7_Interno_5_Maps/\"},\"video\":{\"enabled\":false},\"audio\":{\"enabled\":false},\"image\":{\"enabled\":false},\"document\":{\"enabled\":true,\"prefix\":\"6cbb8b34-4c02-a3bb-a790-ea3d58350097/Airport_to_Scala_7_Interno_5_Maps/transcode/proxy\",\"numPages\":2},\"request\":{\"timestamp\":1672908611250},\"metrics\":{\"duration\":0,\"requestTime\":1672908611250,\"startTime\":1672908612571}},\"data\":{\"document\":{\"status\":\"COMPLETED\",\"executionArn\":\"arn:aws:states:us-west-2:account-number:execution:so0050-0a709c9ee415-analysis-document:673359b3-1020-47b9-a4c6-7e189b6a5cab\",\"startTime\":1672908613005,\"endTime\":1672908619938,\"textract\":{\"output\":\"6cbb8b34-4c02-a3bb-a790-ea3d58350097/Airport_to_Scala_7_Interno_5_Maps/raw/20230105T085011/textract/\",\"numOutputs\":1,\"textlist\":\"textlist.json\"}}}}", + "Output": "{\"uuid\":\"6cbb8b34-4c02-a3bb-a790-ea3d58350097\",\"stateMachine\":\"so0050-111111111111-analysis-document\",\"operation\":\"index-analysis-results\",\"overallStatus\":\"PROCESSING\",\"status\":\"COMPLETED\",\"progress\":100,\"input\":{\"bucket\":\"so0050-111111111111-account-number-us-west-2-ingest\",\"key\":\"Airport to Scala 7 Interno 5 Maps/Airport to Scala 7 Interno 5 Maps.pdf\",\"uuid\":\"6cbb8b34-4c02-a3bb-a790-ea3d58350097\",\"aiOptions\":{\"sentiment\":true,\"textROI\":[false,false,false,false,false,false,false,false,false],\"framebased\":false,\"celeb\":true,\"frameCaptureMode\":0,\"keyphrase\":true,\"label\":true,\"languageCode\":\"en-US\",\"facematch\":false,\"transcribe\":true,\"face\":true,\"customentity\":false,\"person\":true,\"minConfidence\":80,\"textract\":true,\"moderation\":true,\"segment\":true,\"customlabel\":false,\"text\":true,\"entity\":true,\"customLabelModels\":[]},\"attributes\":{},\"destination\":{\"bucket\":\"so0050-111111111111-account-number-us-west-2-proxy\",\"prefix\":\"6cbb8b34-4c02-a3bb-a790-ea3d58350097/Airport_to_Scala_7_Interno_5_Maps/\"},\"video\":{\"enabled\":false},\"audio\":{\"enabled\":false},\"image\":{\"enabled\":false},\"document\":{\"enabled\":true,\"prefix\":\"6cbb8b34-4c02-a3bb-a790-ea3d58350097/Airport_to_Scala_7_Interno_5_Maps/transcode/proxy\",\"numPages\":2},\"request\":{\"timestamp\":1672908611250},\"metrics\":{\"duration\":0,\"requestTime\":1672908611250,\"startTime\":1672908612571}},\"data\":{\"document\":{\"status\":\"COMPLETED\",\"executionArn\":\"arn:aws:states:us-west-2:account-number:execution:so0050-111111111111-analysis-document:673359b3-1020-47b9-a4c6-7e189b6a5cab\",\"startTime\":1672908613005,\"endTime\":1672908619938,\"textract\":{\"output\":\"6cbb8b34-4c02-a3bb-a790-ea3d58350097/Airport_to_Scala_7_Interno_5_Maps/raw/20230105T085011/textract/\",\"numOutputs\":1,\"textlist\":\"textlist.json\"}}}}", "OutputDetails": { "Included": true }, "StartDate": 1672908613005, - "StateMachineArn": "arn:aws:states:us-west-2:account-number:stateMachine:so0050-0a709c9ee415-analysis-document", + "StateMachineArn": "arn:aws:states:us-west-2:account-number:stateMachine:so0050-111111111111-analysis-document", "Status": "SUCCEEDED", "StopDate": 1672908620622 } @@ -274,7 +274,7 @@ const event_StatePrepareAnalysis = { "status": "NOT_STARTED", "progress": 0, "input": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-ingest", + "bucket": "so0050-111111111111-account-number-us-west-2-ingest", "key": "Airport to Scala 7 Interno 5 Maps/Airport to Scala 7 Interno 5 Maps.pdf", "uuid": "6cbb8b34-4c02-a3bb-a790-ea3d58350097", "aiOptions": { @@ -312,11 +312,11 @@ const event_StatePrepareAnalysis = { }, "attributes": {}, "destination": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-proxy", + "bucket": "so0050-111111111111-account-number-us-west-2-proxy", "prefix": "6cbb8b34-4c02-a3bb-a790-ea3d58350097/Airport_to_Scala_7_Interno_5_Maps/" } }, - "executionArn": "arn:aws:states:us-west-2:account-number:execution:so0050-0a709c9ee415-analysis-main:a4f8decc-f31e-4fdf-8d8b-3f73fb0e778c" + "executionArn": "arn:aws:states:us-west-2:account-number:execution:so0050-111111111111-analysis-main:a4f8decc-f31e-4fdf-8d8b-3f73fb0e778c" } const event_StateJobCompleted = { @@ -324,7 +324,7 @@ const event_StateJobCompleted = { "status": "NOT_STARTED", "progress": 0, "input": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-ingest", + "bucket": "so0050-111111111111-account-number-us-west-2-ingest", "key": "Airport to Scala 7 Interno 5 Maps/Airport to Scala 7 Interno 5 Maps.pdf", "uuid": "6cbb8b34-4c02-a3bb-a790-ea3d58350097", "aiOptions": { @@ -362,7 +362,7 @@ const event_StateJobCompleted = { }, "attributes": {}, "destination": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-proxy", + "bucket": "so0050-111111111111-account-number-us-west-2-proxy", "prefix": "6cbb8b34-4c02-a3bb-a790-ea3d58350097/Airport_to_Scala_7_Interno_5_Maps/" }, "video": { @@ -391,7 +391,7 @@ const event_StateJobCompleted = { "data": { "document": { "status": "COMPLETED", - "executionArn": "arn:aws:states:us-west-2:account-number:execution:so0050-0a709c9ee415-analysis-document:673359b3-1020-47b9-a4c6-7e189b6a5cab", + "executionArn": "arn:aws:states:us-west-2:account-number:execution:so0050-111111111111-analysis-document:673359b3-1020-47b9-a4c6-7e189b6a5cab", "startTime": 1672908613005, "endTime": 1672908619938, "textract": { diff --git a/source/main/analysis/main/jest.config.js b/source/main/analysis/main/jest.config.js index 89a3aeb..6471dc9 100644 --- a/source/main/analysis/main/jest.config.js +++ b/source/main/analysis/main/jest.config.js @@ -1,6 +1,5 @@ module.exports = { - setupTestFrameworkScriptFile: 'tests/setup.js', - transform: { + transform: { '^.+\\.jsx?$': 'babel-jest', }, roots: [''], diff --git a/source/main/analysis/main/package-lock.json b/source/main/analysis/main/package-lock.json index 82619bf..a0dea33 100644 --- a/source/main/analysis/main/package-lock.json +++ b/source/main/analysis/main/package-lock.json @@ -1,8798 +1,41 @@ { "name": "analysis-main", - "version": "1.0.0", - "lockfileVersion": 2, + "version": "3.0.0", + "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "analysis-main", - "version": "1.0.0", - "license": "Apache-2.0", + "version": "3.0.0", "devDependencies": { - "@babel/plugin-transform-modules-commonjs": "^7.19.6", - "core-lib": "file:../../../layers/core-lib", - "jest": "^29.3.1" + "core-lib": "file:../../../layers/core-lib" } }, "../../../layers/core-lib": { - "version": "1.0.0", + "version": "4.0.0", "dev": true, - "license": "Apache-2.0", "dependencies": { - "@npcz/magic": "^1.3.11", - "adm-zip": "^0.5.5", - 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} - }, - "yargs-parser": { - "version": "21.1.1", - "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz", - "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==", - "dev": true - }, - "yocto-queue": { - "version": "0.1.0", - "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz", - "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==", - "dev": true + "node_modules/core-lib": { + "resolved": "../../../layers/core-lib", + "link": true } } } diff --git a/source/main/analysis/main/package.json b/source/main/analysis/main/package.json index 7596f69..053b557 100644 --- a/source/main/analysis/main/package.json +++ b/source/main/analysis/main/package.json @@ -1,6 +1,6 @@ { "name": "analysis-main", - "version": "1.0.0", + "version": "3.0.0", "description": "Main Analysis state machine lambda to monitor nested state machines", "main": "index.js", "private": true, @@ -9,18 +9,12 @@ "test": "jest --coverage", "build:clean": "rm -rf dist && mkdir -p dist", "build:copy": "cp -rv index.js package.json states dist/", - "build:install": "cd dist && npm install --omit=dev --omit=optional", + "build:install": "cd dist && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" }, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, + "author": "aws-mediaent-solutions", "devDependencies": { - "core-lib": "file:../../../layers/core-lib", - "@babel/plugin-transform-modules-commonjs": "^7.19.6", - "jest": "^29.3.1" - }, - "license": "Apache-2.0" + "core-lib": "file:../../../layers/core-lib" + } } diff --git a/source/main/analysis/main/setEnvVars.js b/source/main/analysis/main/setEnvVars.js index 331686f..b29b464 100644 --- a/source/main/analysis/main/setEnvVars.js +++ b/source/main/analysis/main/setEnvVars.js @@ -2,7 +2,7 @@ process.env.ENV_ES_DOMAIN_ENDPOINT = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_ID = 'Test_ENV_Variable'; process.env.ENV_RESOURCE_PREFIX = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_UUID = 'Test_ENV_Variable'; -process.env.ENV_ANONYMIZED_USAGE = 'Test_ENV_Variable'; +process.env.ENV_ANONYMOUS_USAGE = 'Test_ENV_Variable'; process.env.ENV_IOT_HOST = 'Test_ENV_Variable'; process.env.ENV_IOT_TOPIC = 'Test_ENV_Variable'; process.env.ENV_PROXY_BUCKET = 'Test_ENV_Variable'; diff --git a/source/main/analysis/main/stateMachineDefinition.json b/source/main/analysis/main/stateMachineDefinition.json index 723ad05..634e8a6 100644 --- a/source/main/analysis/main/stateMachineDefinition.json +++ b/source/main/analysis/main/stateMachineDefinition.json @@ -3,7 +3,7 @@ "States": { "Prepare analysis": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${AnalysisMainLambda.Arn}", "Parameters": { "operation": "prepare-analysis", "executionArn.$": "$$.Execution.Id", @@ -42,7 +42,7 @@ }, "Start video analysis and wait": { "Type": "Task", - "Resource": "arn:aws:states:::states:startExecution.sync", + "Resource": "arn:aws:states:::states:startExecution.sync:2", "Parameters": { "Input": { "uuid.$": "$.uuid", @@ -51,7 +51,7 @@ "input.$": "$.input", "data.$": "$.data" }, - "StateMachineArn": "${VideoStateMachine}" + "StateMachineArn": "${AnalysisVideoStateMachine}" }, "End": true }, @@ -76,7 +76,7 @@ }, "Start audio analysis and wait": { "Type": "Task", - "Resource": "arn:aws:states:::states:startExecution.sync", + "Resource": "arn:aws:states:::states:startExecution.sync:2", "Parameters": { "Input": { "uuid.$": "$.uuid", @@ -85,7 +85,7 @@ "input.$": "$.input", "data.$": "$.data" }, - "StateMachineArn": "${AudioStateMachine}" + "StateMachineArn": "${AnalysisAudioStateMachine}" }, "End": true }, @@ -110,7 +110,7 @@ }, "Start image analysis and wait": { "Type": "Task", - "Resource": "arn:aws:states:::states:startExecution.sync", + "Resource": "arn:aws:states:::states:startExecution.sync:2", "Parameters": { "Input": { "uuid.$": "$.uuid", @@ -119,7 +119,7 @@ "input.$": "$.input", "data.$": "$.data" }, - "StateMachineArn": "${ImageStateMachine}" + "StateMachineArn": "${AnalysisImageStateMachine}" }, "End": true }, @@ -144,7 +144,7 @@ }, "Start document analysis and wait": { "Type": "Task", - "Resource": "arn:aws:states:::states:startExecution.sync", + "Resource": "arn:aws:states:::states:startExecution.sync:2", "Parameters": { "Input": { "uuid.$": "$.uuid", @@ -153,7 +153,7 @@ "input.$": "$.input", "data.$": "$.data" }, - "StateMachineArn": "${DocumentStateMachine}" + "StateMachineArn": "${AnalysisDocumentStateMachine}" }, "End": true }, @@ -167,14 +167,14 @@ }, "Collect analysis results": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${AnalysisMainLambda.Arn}", "Parameters": { "operation": "collect-analysis-results", "status": "NOT_STARTED", "progress": 0, "parallelStateOutputs.$": "$" }, - "Next": "Analysis completed", + "Next": "Run analysis post process and wait", "Retry": [ { "ErrorEquals": [ @@ -186,9 +186,25 @@ } ] }, + "Run analysis post process and wait": { + "Type": "Task", + "Resource": "arn:aws:states:::states:startExecution.sync:2", + "Parameters": { + "StateMachineArn": "${AnalysisPostProcessStateMachine.Arn}", + "Input": { + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "input.$": "$.input", + "data.$": "$.data" + } + }, + "OutputPath": "$.Output", + "Next": "Analysis completed" + }, "Analysis completed": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${AnalysisMainLambda.Arn}", "Parameters": { "operation": "job-completed", "uuid.$": "$.uuid", diff --git a/source/main/analysis/main/states/job-completed/index.js b/source/main/analysis/main/states/job-completed/index.js index f410a6e..ad99dbd 100644 --- a/source/main/analysis/main/states/job-completed/index.js +++ b/source/main/analysis/main/states/job-completed/index.js @@ -2,14 +2,47 @@ // SPDX-License-Identifier: Apache-2.0 const { + Environment: { + Solution: { + Metrics: { + AnonymousUsage, + }, + }, + DynamoDB: { + Ingest: { + Table: IngestTable, + PartitionKey: IngestPartitionKey, + }, + AIML: { + Table: AnalysisTable, + PartitionKey: AnalysisPartitionKey, + SortKey: AnalysisSortKey, + }, + }, + }, DB, - Environment, StateData, SNS, Metrics, AnalysisError, } = require('core-lib'); +const { + Statuses: { + Completed, + AnalysisCompleted, + }, +} = StateData; + +const INGEST_FIELDS = [ + 'analysis', + 'bucket', + 'key', + 'type', + 'duration', + 'fileSize', +]; + class StateJobCompleted { constructor(stateData) { if (!(stateData instanceof StateData)) { @@ -27,57 +60,89 @@ class StateJobCompleted { } async process() { + let promises = []; + const types = Object.keys(this.stateData.data); - /* update analysis table */ - await Promise.all(types.map(type => - this.updateAnalysisTableByType(type))); + // update analysis table + types.forEach((type) => + promises.push(this.updateAnalysisTableByType(type))); + + // update ingest table + promises.push(this.updateIngestTable(types) + .then((res) => { + const src = { + bucket: res.bucket, + key: res.key, + type: res.type, + }; + this.stateData.setData('src', src); + return res; + })); + + await Promise.all(promises); + promises = []; + + const input = this.stateData.input; + if (input.metric === undefined) { + input.metric = {}; + } + input.metric.endTime = Date.now(); + this.stateData.setCompleted(AnalysisCompleted); - /* update ingest table */ - const attrib = await this.updateIngestTable(types); + // send anonymous data + promises.push(this.sendAnonymous() + .catch(() => + false)); - this.stateData.setData('src', { - bucket: attrib.bucket, - key: attrib.key, - type: attrib.type, - }); - this.stateData.input.metrics.endTime = new Date().getTime(); - this.stateData.setCompleted(StateData.Statuses.AnalysisCompleted); - - /* send anonymized data */ - await this.sendAnonymized(); - /* send SNS notification */ - await SNS.send(`analysis: ${this.stateData.uuid}`, this.stateData.toJSON()).catch(() => false); - return this.stateData.toJSON(); + // send sns message + const uuid = this.stateData.uuid; + const subject = `analysis: ${uuid}`; + const message = this.stateData.toJSON(); + promises.push(SNS.send(subject, message) + .catch(() => + false)); + + return Promise.all(promises) + .then(() => + this.stateData.toJSON()); } async updateIngestTable(analyzedCategories) { + const uuid = this.stateData.uuid; + const db = new DB({ - Table: Environment.DynamoDB.Ingest.Table, - PartitionKey: Environment.DynamoDB.Ingest.PartitionKey, + Table: IngestTable, + PartitionKey: IngestPartitionKey, }); - const attributes = await db.fetch(this.stateData.uuid, undefined, [ - 'analysis', - 'bucket', - 'key', - 'type', - 'duration', - 'fileSize', - ]); - - let categories = analyzedCategories.concat(attributes.analysis || []); - categories = [ - ...new Set(categories), - ]; - const uuid = this.stateData.uuid; - await db.update(uuid, undefined, { - overallStatus: StateData.Statuses.Completed, - status: StateData.Statuses.AnalysisCompleted, + const fields = await db.fetch( + this.stateData.uuid, + undefined, + INGEST_FIELDS + ); + + let categories = analyzedCategories; + if ((fields.analysis || []).length > 0) { + categories = categories.concat(fields.analysis); + categories = [ + ...new Set(categories), + ]; + } + + const updateFields = { + overallStatus: Completed, + status: AnalysisCompleted, analysis: categories, - }, false); + }; - return attributes; + return db.update( + uuid, + undefined, + updateFields, + false + ).then(() => + fields); } async updateAnalysisTableByType(type) { @@ -85,33 +150,37 @@ class StateJobCompleted { const data = this.stateData.data[type]; const db = new DB({ - Table: Environment.DynamoDB.AIML.Table, - PartitionKey: Environment.DynamoDB.AIML.PartitionKey, - SortKey: Environment.DynamoDB.AIML.SortKey, + Table: AnalysisTable, + PartitionKey: AnalysisPartitionKey, + SortKey: AnalysisSortKey, }); + return db.update(uuid, type, data); } - async sendAnonymized() { - if (!Environment.Solution.Metrics.AnonymizedUsage) { + async sendAnonymous() { + if (!AnonymousUsage) { return undefined; } + const uuid = this.stateData.uuid; + const input = this.stateData.input; const aiml = { - ...this.stateData.input.aiOptions, + ...input.aiOptions, customVocabulary: undefined, faceCollectionId: undefined, }; - const metrics = this.stateData.input.metrics || {}; + const metrics = input.metrics || {}; - return Metrics.sendAnonymizedData({ - uuid: this.stateData.uuid, + return Metrics.sendAnonymousData({ + uuid, process: 'analysis', requestTime: metrics.requestTime, - contentDuration: this.stateData.input.duration || 0, + contentDuration: input.duration || 0, elapsed: metrics.endTime - metrics.startTime, aiml, - }).catch(e => console.log(`sendAnonymized: ${e.message}`)); + }).catch((e) => + console.log(`ERR: sendAnonymous: ${e.message}`)); } } diff --git a/source/main/analysis/main/states/prepare-analysis/index.js b/source/main/analysis/main/states/prepare-analysis/index.js index 668c422..0e44f18 100644 --- a/source/main/analysis/main/states/prepare-analysis/index.js +++ b/source/main/analysis/main/states/prepare-analysis/index.js @@ -1,56 +1,103 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); const PATH = require('path'); const { - AIML, + RekognitionClient, + ListFacesCommand, + DescribeProjectVersionsCommand, +} = require('@aws-sdk/client-rekognition'); +const { + TranscribeClient, + DescribeLanguageModelCommand, + GetVocabularyCommand, +} = require('@aws-sdk/client-transcribe'); +const { + ComprehendClient, + DescribeEntityRecognizerCommand, +} = require('@aws-sdk/client-comprehend'); +const { + aimlGetPresets, DB, CommonUtils, - Environment, StateData, - AnalysisTypes, + Environment: { + Solution: { + Metrics: { + CustomUserAgent, + }, + }, + DynamoDB: { + Ingest: { + Table: IngestTable, + PartitionKey: IngestPartitionKey, + }, + }, + Proxy: { + Bucket: ProxyBucket, + }, + Rekognition: { + MinConfidence, + }, + }, + AnalysisTypes: { + Rekognition: { + Celeb, + Face, + FaceMatch, + Label, + Moderation, + Text, + CustomLabel, + Person, + Segment, + }, + Transcribe, + Comprehend: { + Keyphrase, + Entity, + Sentiment, + CustomEntity, + }, + Textract, + AutoFaceIndexer, + }, AnalysisError, ServiceAvailability, FrameCaptureMode, + xraysdkHelper, + retryStrategyHelper, } = require('core-lib'); const DEFAULT_AI_OPTIONS = process.env.ENV_DEFAULT_AI_OPTIONS; const AI_OPTIONS_S3KEY = process.env.ENV_AI_OPTIONS_S3KEY; const TYPE_REKOGNITION_IMAGE = [ - AnalysisTypes.Rekognition.Celeb, - AnalysisTypes.Rekognition.Face, - AnalysisTypes.Rekognition.FaceMatch, - AnalysisTypes.Rekognition.Label, - AnalysisTypes.Rekognition.Moderation, - AnalysisTypes.Rekognition.Text, - AnalysisTypes.Rekognition.CustomLabel, + Celeb, + Face, + FaceMatch, + Label, + Moderation, + Text, + CustomLabel, ]; const TYPE_REKOGNITION = [ ...TYPE_REKOGNITION_IMAGE, - AnalysisTypes.Rekognition.Person, - AnalysisTypes.Rekognition.Segment, + Person, + Segment, ]; const TYPE_TRANSCRIBE = [ - AnalysisTypes.Transcribe, + Transcribe, ]; const TYPE_COMPREHEND = [ ...TYPE_TRANSCRIBE, - AnalysisTypes.Comprehend.Keyphrase, - AnalysisTypes.Comprehend.Entity, - AnalysisTypes.Comprehend.Sentiment, - AnalysisTypes.Comprehend.CustomEntity, + Keyphrase, + Entity, + Sentiment, + CustomEntity, ]; const TYPE_TEXTRACT = [ - AnalysisTypes.Textract, + Textract, ]; const PROJECT_VERSIONS_INVALID_STATUS = [ 'TRAINING_FAILED', @@ -60,6 +107,12 @@ const PROJECT_VERSIONS_INVALID_STATUS = [ const DISABLE_ANALYSIS = { enabled: false, }; +const { + Statuses: { + Processing, + AnalysisStarted, + }, +} = StateData; class StatePrepareAnalysis { constructor(stateData) { @@ -88,8 +141,8 @@ class StatePrepareAnalysis { const src = this.stateData.input || {}; /* #1: fetch from ingest tabe */ const db = new DB({ - Table: Environment.DynamoDB.Ingest.Table, - PartitionKey: Environment.DynamoDB.Ingest.PartitionKey, + Table: IngestTable, + PartitionKey: IngestPartitionKey, }); const fetched = await db.fetch(uuid, undefined, [ 'type', @@ -117,8 +170,8 @@ class StatePrepareAnalysis { this.prepareDocumentAnalysis(fetched, aiOptions), ]); /* #3: update ingest table */ - const overallStatus = StateData.Statuses.Processing; - const status = StateData.Statuses.AnalysisStarted; + const overallStatus = Processing; + const status = AnalysisStarted; await db.update(uuid, undefined, { overallStatus, status, @@ -127,7 +180,7 @@ class StatePrepareAnalysis { }, false); /* #4: set state data and make sure input.destination is set */ const destination = { - bucket: Environment.Proxy.Bucket, + bucket: ProxyBucket, prefix: CommonUtils.makeSafeOutputPrefix(uuid, fetched.key), ...src.destination, }; @@ -154,39 +207,25 @@ class StatePrepareAnalysis { } async getDefaultAIOptions() { - const aiOptions = { - ...AIML, - minConfidence: Environment.Rekognition.MinConfidence, - }; - - /* global options from stored by webapp (admin) */ - const bucket = Environment.Proxy.Bucket; + // global options from stored by webapp (admin) + const bucket = ProxyBucket; const key = AI_OPTIONS_S3KEY; - const globalOptions = await CommonUtils.download(bucket, key, false) + const globalOptions = await CommonUtils.download(bucket, key) .then((x) => - JSON.parse(x.Body.toString())) + JSON.parse(x)) .catch(() => undefined); if (globalOptions !== undefined) { - return { - ...aiOptions, - ...globalOptions, - }; + return globalOptions; } - /* environment options during stack creation */ - DEFAULT_AI_OPTIONS.split(',') - .forEach((x) => { - aiOptions[x] = true; - }); - - return aiOptions; + // environment options during stack creation + return aimlGetPresets(DEFAULT_AI_OPTIONS); } async parseAIOptions(requested) { const aiOptions = requested || {}; - const defaultAIOptions = await this.getDefaultAIOptions(); /* merge requested and default aioptions */ @@ -210,14 +249,21 @@ class StatePrepareAnalysis { 'comprehend', 'transcribe', 'textract', - ].map(x => this.checkService(x))); + ].map((x) => + this.checkService(x))); let disabled = []; + if (!rekognition) { disabled = disabled.concat(TYPE_REKOGNITION); - } else if (!(await this.checkFacesInCollection(options.faceCollectionId))) { - disabled.push(AnalysisTypes.Rekognition.FaceMatch); + } else if (!options[AutoFaceIndexer]) { + // if autofaceindexer is enabled, we don't care if there are faces in the collection or not. + const hasFaces = await this.checkFacesInCollection(options.faceCollectionId); + if (!hasFaces) { + disabled.push(FaceMatch); + } } + if (!transcribe) { disabled = disabled.concat(TYPE_TRANSCRIBE); } @@ -246,7 +292,10 @@ class StatePrepareAnalysis { } async checkService(service) { - const supported = await ServiceAvailability.probe(service).catch(() => false); + const supported = await ServiceAvailability.probe(service) + .catch(() => + false); + if (!supported) { console.log(`checkService: '${service}' not available in '${process.env.AWS_REGION}' region`); } @@ -255,35 +304,42 @@ class StatePrepareAnalysis { async checkFacesInCollection(collectionId) { if (!collectionId) { - return undefined; + return false; } - const rekog = new AWS.Rekognition({ - apiVersion: '2016-06-27', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - return rekog.listFaces({ + + const rekognitionClient = xraysdkHelper(new RekognitionClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); + + const command = new ListFacesCommand({ CollectionId: collectionId, MaxResults: 2, - }).promise() - .then(data => (data.Faces || []).length) - .catch(() => undefined); + }); + return rekognitionClient.send(command) + .then((res) => + (res.Faces || []).length > 0) + .catch(() => + false); } async checkRekognitionCustomLabels(options) { /* make sure customlabel and customLabelModels are set */ - if (!options[AnalysisTypes.Rekognition.CustomLabel] || !options.customLabelModels) { + if (!options[CustomLabel] || !options.customLabelModels) { return options; } /* make sure frameCaptureMode was enabled */ if (Object.values(FrameCaptureMode).indexOf(options.frameCaptureMode) < 0 || options.frameCaptureMode === FrameCaptureMode.MODE_NONE) { - options[AnalysisTypes.Rekognition.CustomLabel] = false; + options[CustomLabel] = false; options.customLabelModels = undefined; return options; } - const projectArns = (await Promise.all([].concat(options.customLabelModels).map(x => - this.getRunnableProjectVersion(x)))) - .filter(x => x); + const projectArns = (await Promise.all([].concat(options.customLabelModels) + .map((x) => + this.getRunnableProjectVersion(x)))) + .filter((x) => + x); options.customLabelModels = (projectArns.length > 0) ? projectArns : undefined; @@ -291,26 +347,36 @@ class StatePrepareAnalysis { } async getRunnableProjectVersion(model) { - const rekog = new AWS.Rekognition({ - apiVersion: '2016-06-27', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); const projectArn = [ 'arn:aws:rekognition', process.env.AWS_REGION, this.stateData.accountId, `project/${model}`, ].join(':'); + + const rekognitionClient = xraysdkHelper(new RekognitionClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); + /* make sure there are runnable project versions */ - return rekog.describeProjectVersions({ + const command = new DescribeProjectVersionsCommand({ ProjectArn: projectArn, MaxResults: 100, - }).promise() - .then(data => - ((data.ProjectVersionDescriptions.find(x0 => - PROJECT_VERSIONS_INVALID_STATUS.find(x1 => - x1 === x0.Status) === undefined) !== undefined) ? model : undefined)) - .catch(() => undefined); + }); + + return rekognitionClient.send(command) + .then((res) => { + const modelCanUse = res.ProjectVersionDescriptions + .find((x0) => + PROJECT_VERSIONS_INVALID_STATUS.includes(x0.Status) !== true); + if (modelCanUse !== undefined) { + return model; + } + return undefined; + }) + .catch(() => + undefined); } async checkTranscribeCustomSettings(options) { @@ -321,19 +387,25 @@ class StatePrepareAnalysis { if (!options.customLanguageModel) { return options; } - const transcribe = new AWS.TranscribeService({ - apiVersion: '2017-10-26', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - const response = await transcribe.describeLanguageModel({ + + const transcribeClient = xraysdkHelper(new TranscribeClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); + + const command = new DescribeLanguageModelCommand({ ModelName: options.customLanguageModel, - }).promise() - .then(data => ({ - name: data.LanguageModel.ModelName, - languageCode: data.LanguageModel.LanguageCode, - canUse: data.LanguageModel.ModelStatus === 'COMPLETED', + }); + + const response = await transcribeClient.send(command) + .then((res) => ({ + name: res.LanguageModel.ModelName, + languageCode: res.LanguageModel.LanguageCode, + canUse: res.LanguageModel.ModelStatus === 'COMPLETED', })) - .catch(() => undefined); + .catch(() => + undefined); + /* CLM not ready to use */ if (!response || !response.canUse) { options.customLanguageModel = undefined; @@ -353,30 +425,38 @@ class StatePrepareAnalysis { if (!options.customVocabulary) { return options; } - const transcribe = new AWS.TranscribeService({ - apiVersion: '2017-10-26', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - const response = await transcribe.getVocabulary({ + + const transcribeClient = xraysdkHelper(new TranscribeClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); + + const command = new GetVocabularyCommand({ VocabularyName: options.customVocabulary, - }).promise() - .then(data => ({ - name: data.VocabularyName, - languageCode: data.LanguageCode, - canUse: data.VocabularyState === 'READY', + }); + + const response = await transcribeClient.send(command) + .then((res) => ({ + name: res.VocabularyName, + languageCode: res.LanguageCode, + canUse: res.VocabularyState === 'READY', })) - .catch(() => undefined); + .catch(() => + undefined); + /* CV not ready to use */ if (!response || !response.canUse) { options.customVocabulary = undefined; return options; } + /* incompatible languageCode settings between lanaguageCode & CV */ /* languageCode takes priority and disable CV */ if (options.languageCode && options.languageCode !== response.languageCode) { options.customVocabulary = undefined; return options; } + options.languageCode = response.languageCode; return options; } @@ -386,7 +466,7 @@ class StatePrepareAnalysis { } async checkCustomEntityRecognizer(options) { - if (!options[AnalysisTypes.Comprehend.CustomEntity] || !options.customEntityRecognizer) { + if (!options[CustomEntity] || !options.customEntityRecognizer) { return options; } const arn = [ @@ -395,50 +475,73 @@ class StatePrepareAnalysis { this.stateData.accountId, `entity-recognizer/${options.customEntityRecognizer}`, ].join(':'); - const comprehend = new AWS.Comprehend({ - apiVersion: '2017-11-27', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - const response = await comprehend.describeEntityRecognizer({ + + const comprehendClient = xraysdkHelper(new ComprehendClient({ + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(), + })); + + const command = new DescribeEntityRecognizerCommand({ EntityRecognizerArn: arn, - }).promise() - .then(data => ({ - arn: data.EntityRecognizerProperties.EntityRecognizerArn, - languageCode: data.EntityRecognizerProperties.LanguageCode, - canUse: data.EntityRecognizerProperties.Status === 'TRAINED' - || data.EntityRecognizerProperties.Status === 'STOPPED', + }); + + const response = await comprehendClient.send(command) + .then((res) => ({ + arn: res.EntityRecognizerProperties.EntityRecognizerArn, + languageCode: res.EntityRecognizerProperties.LanguageCode, + canUse: res.EntityRecognizerProperties.Status === 'TRAINED' + || res.EntityRecognizerProperties.Status === 'STOPPED', })) - .catch(() => undefined); + .catch(() => + undefined); + /* CER not ready to use */ if (!response || !response.canUse) { - options[AnalysisTypes.Comprehend.CustomEntity] = false; + options[CustomEntity] = false; options.customEntityRecognizer = undefined; return options; } + /* incompatible languageCode settings between lanaguageCode & CER */ /* languageCode takes priority and disable CER */ if (options.languageCode && options.languageCode.slice(0, 2) !== response.languageCode) { - options[AnalysisTypes.Comprehend.CustomEntity] = false; + options[CustomEntity] = false; options.customEntityRecognizer = undefined; return options; } + return options; } async prepareVideoAnalysis(asset, options) { /* no video analysis options are enabled */ - if (TYPE_REKOGNITION.find(x => options[x] === true) === undefined) { + if (!_hasAnalysis(options, TYPE_REKOGNITION)) { return DISABLE_ANALYSIS; } - const video = (asset.proxies || []).filter(x => x.type === 'video').shift(); + + const video = (asset.proxies || []) + .filter((x) => + x.type === 'video') + .shift(); + if (!video || !video.key) { return DISABLE_ANALYSIS; } + /* make sure video file exists */ - if (!(await CommonUtils.headObject(Environment.Proxy.Bucket, video.key).catch(() => false))) { + const keyExist = await CommonUtils.headObject( + ProxyBucket, + video.key + ).then(() => + true) + .catch(() => + false); + + if (!keyExist) { return DISABLE_ANALYSIS; } + return { enabled: true, key: video.key, @@ -447,20 +550,36 @@ class StatePrepareAnalysis { async prepareAudioAnalysis(asset, options) { /* no audio analysis options are enabled */ - if ([ + const fields = [ ...TYPE_TRANSCRIBE, ...TYPE_COMPREHEND, - ].find(x => options[x] === true) === undefined) { + ]; + if (!_hasAnalysis(options, fields)) { return DISABLE_ANALYSIS; } - const audio = (asset.proxies || []).filter(x => x.type === 'audio').shift(); + + const audio = (asset.proxies || []) + .filter((x) => + x.type === 'audio') + .shift(); + if (!audio || !audio.key) { return DISABLE_ANALYSIS; } + /* make sure audio file exists */ - if ((!await CommonUtils.headObject(Environment.Proxy.Bucket, audio.key).catch(() => false))) { + const keyExist = await CommonUtils.headObject( + ProxyBucket, + audio.key + ).then(() => + true) + .catch(() => + false); + + if (!keyExist) { return DISABLE_ANALYSIS; } + return { enabled: true, key: audio.key, @@ -468,21 +587,31 @@ class StatePrepareAnalysis { } async prepareImageAnalysis(asset, options) { - if (asset.type !== 'image') { + if (asset.type !== 'image' || !_hasAnalysis(options, TYPE_REKOGNITION_IMAGE)) { return DISABLE_ANALYSIS; } - if (TYPE_REKOGNITION_IMAGE.find(x => options[x] === true) === undefined) { - return DISABLE_ANALYSIS; - } - const proxy = (asset.proxies || []).reduce((acc, cur) => - ((acc && acc.fileSize >= cur.fileSize) ? acc : cur), undefined); + + const proxy = (asset.proxies || []) + .reduce((acc, cur) => + ((acc && acc.fileSize >= cur.fileSize) ? acc : cur), undefined); + if (!proxy || !proxy.key) { return DISABLE_ANALYSIS; } + /* make sure image file exists */ - if (!(await CommonUtils.headObject(Environment.Proxy.Bucket, proxy.key).catch(() => false))) { + const keyExist = await CommonUtils.headObject( + ProxyBucket, + proxy.key + ).then(() => + true) + .catch(() => + false); + + if (!keyExist) { return DISABLE_ANALYSIS; } + return { enabled: true, key: proxy.key, @@ -491,12 +620,10 @@ class StatePrepareAnalysis { async prepareDocumentAnalysis(asset, options) { /* no document analysis options are enabled */ - if (asset.type !== 'document') { - return DISABLE_ANALYSIS; - } - if (TYPE_TEXTRACT.find(x => options[x] === true) === undefined) { + if (asset.type !== 'document' || !_hasAnalysis(options, TYPE_TEXTRACT)) { return DISABLE_ANALYSIS; } + return { enabled: true, prefix: PATH.parse(asset.proxies[0].key).dir, @@ -506,11 +633,22 @@ class StatePrepareAnalysis { checkFrameBasedAnalysis(options) { if (options.framebased === true - && options.frameCaptureMode === FrameCaptureMode.MODE_NONE) { + && options.frameCaptureMode === FrameCaptureMode.MODE_NONE) { options.framebased = false; } return options; } } +function _hasAnalysis(options, fields = []) { + for (let i = 0; i < fields.length; i += 1) { + const value = options[fields[i]]; + if (value !== undefined && value !== false) { + return true; + } + } + + return false; +} + module.exports = StatePrepareAnalysis; diff --git a/source/main/analysis/post-process/README.md b/source/main/analysis/post-process/README.md new file mode 100644 index 0000000..eda1cb9 --- /dev/null +++ b/source/main/analysis/post-process/README.md @@ -0,0 +1,167 @@ +# Analysis Post Processing State Machine + +This state machine is responsible for running additional analysis that requires a combination of the generated metadata. It handles video processing and performs tasks like scene enhancement, scene taxonomy creation, and ad break detection. + +![State Machine](../../../../deployment/tutorials/images/analysis-post-processing-state-machine.png) + + +## _Execution input_ + +The workflow uses the following options. + +```json +{ + ... + "input": { + "aiOptions": { + "scene": true, + "transcribe": true, + "filters": { + "transcode": { + "cropX": 10, + "cropY": 2 + }, + "adbreak": { + "breakInterval": 180000, + "breakOffset": 90000 + }, + "scene": { + "enhanceWithTranscript": true, + "enhanceWithLLM": true + }, + "transcribe": { + "analyseConversation": true + } + } + }, + "destination": { + "bucket": "[PROXY_BUCKET]", + "prefix": "[PREFIX_OUTPUT]" + }, + "video": { + "enabled": true + } + }, + "data": { + "video": { + "rekognition": { + "label": { + "output": "[LABEL_JSON]" + }, + "framesegmentation": { + "key": "[FRAME_SEGMENTATION_JSON]" + }, + "segment": { + "output": "[SEGMENT_JSON]" + }, + "scene": { + "metadata": "[SCENE_JSON]", + "embeddings": "[EMBEDDINGS_JSON]", + "filterSettings": { + "enhanceWithTranscript": true, + "enhanceWithLLM": true + } + } + } + }, + "audio": { + "transcribe": { + "vtt": "[TRANSCRIPT_VTT]", + "conversations": "[CONVERSATION_JSON]" + }, + ... + } + } +} + +``` + +## State Descriptions + +#### _State: Is video?_ + +This state checks if the input contains a video. If the video is not present or disabled, it skips the analysis post-processing and transitions to the "Skip analysis post process" state. + +#### _State: Scene enhancement with transcribe_ + +This state performs scene enhancement using the transcribe output and the conversation output by Anthropic Claude 3 Haiku (or Sonnet) model to merge scenes. + +#### _State: Create scene taxonomy data_ + +This state creates scene taxonomy data using Amazon Bedrock (Anthropic Claude 3 Haiku or Sonnet model). The lambda function creates grid images by composing numbers of frame images of each scene. Along with the dialogues (from Amazon Transcribe) around each scene, it constructs a prompt and send to Anthropic Claude 3 model through Amazon Bedrock. The response contains following information: +1. Scene description +2. IAB Content Taxonomies +3. GARM Taxonomies +4. Sentiment of the scene +5. Brands and logos appeared on the scene + +#### _State: More scene taxonomy?_ + +This is a choice state that checks the status of the scene taxonomy creation. If the status is "COMPLETED", it transitions to the "Ad break detection" state. If the status is "WAIT_RETRY", it transitions to the "Wait X seconds" state. + +#### _State: Wait X seconds_ + +This state waits for the specified number of seconds (retrieved from the input data) before transitioning back to the "Create scene taxonomy data" state. + +#### _State: Ad break detection_ + +This state performs ad break detection by leveraging the scene detection results, the momentary loudness measurement generated by AWS Elemental MediaConvert, frame embedding results from the [Custom model detection state machine](../video/README_CUSTOM_MODEL_WORKFLOW.md#state-run-scene-embeddings), Amazon Rekognition Label detection results, and Amazon Rekognition Shot Segment results. The lambda function uses the information to calculate and assign a weight to the boundaries of each scene. The top results are promoted to ad breaks along with the contextual and taxonomy information describe earlier. + +#### _State: Skip analysis post process_ + +This is a success state that is reached when the video is not present or disabled, skipping the analysis post-processing. + +## IAM Role Policy + +### _AnalysisPostProcessLambda_ + +```json +{ + "Version": "2012-10-17", + "Statement": [ + { + "Action": [ + "logs:CreateLogGroup", + "logs:CreateLogStream", + "logs:PutLogEvents" + ], + "Resource": "[CLOUDWATCH_LOGS]", + "Effect": "Allow" + }, + { + "Action": "s3:ListBucket", + "Resource": "[PROXY_BUCKET]", + "Effect": "Allow" + }, + { + "Action": [ + "s3:GetObject", + "s3:PutObject" + ], + "Resource": "[PROXY_BUCKET]", + "Effect": "Allow" + }, + { + "Action": "dynamodb:Query", + "Resource": "[AIML_TABLE]", + "Effect": "Allow" + }, + { + "Action": "bedrock:InvokeModel", + "Resource": [ + "ANTHROPIC_CLAUDE_3_MODELS" + ], + "Effect": "Allow" + } + ] +} +``` + +## Related Topics + +- [Video Analysis State Machine](../video/README.md) +- [Custom Model Detection State Machine](../video/README_CUSTOM_MODEL_WORKFLOW.md) + +__ + +Back to [Main State Machine](../../README.md) | Back to [Table of contents](../../../../README.md#table-of-contents) \ No newline at end of file diff --git a/source/main/analysis/post-process/index.js b/source/main/analysis/post-process/index.js new file mode 100644 index 0000000..12a67f2 --- /dev/null +++ b/source/main/analysis/post-process/index.js @@ -0,0 +1,53 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + M2CException, +} = require('core-lib'); + +// scene enhancement +const StateSceneEnhancement = require('./states/scene-enhancement'); +// create scene taxonomy +const StateCreateSceneTaxonomy = require('./states/create-scene-taxonomy'); +// ad-break detection +const StateAdBreakDetection = require('./states/ad-break'); + +const REQUIRED_ENVS = [ + 'ENV_SOLUTION_ID', + 'ENV_RESOURCE_PREFIX', + 'ENV_SOLUTION_UUID', + 'ENV_PROXY_BUCKET', +]; + +exports.handler = async (event, context) => { + console.log(JSON.stringify(event, null, 2)); + console.log(JSON.stringify(context, null, 2)); + + try { + const missing = REQUIRED_ENVS + .filter((x) => + process.env[x] === undefined); + + if (missing.length) { + throw new M2CException(`missing enviroment variables, ${missing.join(', ')}`); + } + + // routing + let instance; + + if (StateSceneEnhancement.opSupported(event.operation)) { + instance = new StateSceneEnhancement(event, context); + } else if (StateCreateSceneTaxonomy.opSupported(event.operation)) { + instance = new StateCreateSceneTaxonomy(event, context); + } else if (StateAdBreakDetection.opSupported(event.operation)) { + instance = new StateAdBreakDetection(event, context); + } else { + throw new M2CException('invalid state'); + } + + return instance.process(); + } catch (e) { + console.error(e); + throw e; + } +}; diff --git a/source/main/analysis/post-process/package-lock.json b/source/main/analysis/post-process/package-lock.json new file mode 100644 index 0000000..c4c6ff4 --- /dev/null +++ b/source/main/analysis/post-process/package-lock.json @@ -0,0 +1,41 @@ +{ + "name": "analysis-post-process", + "version": "3.0.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "analysis-post-process", + "version": "3.0.0", + "devDependencies": { + "core-lib": "file:../../../layers/core-lib" + } + }, + "../../../layers/core-lib": { + "version": "4.0.0", + "dev": true, + "dependencies": { + "@npcz/magic": "^1.3.16", + "adm-zip": "^0.5.12", + "csv-parser": "^3.0.0", + "mime": "^3.0.0", + "node-webvtt": "^1.9.4", + "regression": "^2.0.1", + "tar-stream": "^3.1.7" + }, + "devDependencies": { + "@aws-sdk/client-dynamodb": "^3.540.0", + "@aws-sdk/client-iot-data-plane": "^3.540.0", + "@aws-sdk/client-s3": "^3.540.0", + "@aws-sdk/client-sns": "^3.540.0", + "@aws-sdk/s3-request-presigner": "^3.540.0", + "aws-sdk-client-mock": "^3.1.0", + "node-stringbuilder": "2.2.6" + } + }, + "node_modules/core-lib": { + "resolved": "../../../layers/core-lib", + "link": true + } + } +} diff --git a/source/main/analysis/post-process/package.json b/source/main/analysis/post-process/package.json new file mode 100644 index 0000000..1c22407 --- /dev/null +++ b/source/main/analysis/post-process/package.json @@ -0,0 +1,20 @@ +{ + "name": "analysis-post-process", + "version": "3.0.0", + "description": "Analysis Post Process nested state machine lambda to run post processing logics", + "main": "index.js", + "private": true, + "scripts": { + "pretest": "npm install", + "test": "mocha *.spec.js", + "build:clean": "rm -rf dist && mkdir -p dist", + "build:copy": "cp -rv index.js package.json states dist/", + "build:install": "cd dist && npm install --omit=dev", + "build": "npm-run-all -s build:clean build:copy build:install", + "zip": "cd dist && zip -rq" + }, + "author": "aws-mediaent-solutions", + "devDependencies": { + "core-lib": "file:../../../layers/core-lib" + } +} diff --git a/source/main/analysis/post-process/stateMachineDefinition.json b/source/main/analysis/post-process/stateMachineDefinition.json new file mode 100644 index 0000000..d2c8131 --- /dev/null +++ b/source/main/analysis/post-process/stateMachineDefinition.json @@ -0,0 +1,86 @@ +{ + "Comment": "Analysis post processing state machine. Run analysis that requires a combination of the generated metadata.", + "StartAt": "Is video?", + "States": { + "Is video?": { + "Type": "Choice", + "Choices": [ + { + "Or": [ + { + "Variable": "$.input.video", + "IsPresent": false + }, + { + "Variable": "$.input.video.enabled", + "IsPresent": false + }, + { + "Variable": "$.input.video.enabled", + "BooleanEquals": false + } + ], + "Next": "Skip analysis post process" + } + ], + "Default": "Scene enhancement with transcribe" + }, + "Scene enhancement with transcribe": { + "Type": "Task", + "Resource": "${AnalysisPostProcessLambda.Arn}", + "Parameters": { + "operation": "StateSceneEnhancement", + "stateExecution.$": "$$.Execution" + }, + "Next": "Create scene taxonomy data" + }, + "Create scene taxonomy data": { + "Type": "Task", + "Resource": "${AnalysisPostProcessLambda.Arn}", + "Parameters": { + "operation": "StateCreateSceneTaxonomy", + "uuid.$": "$.uuid", + "status.$": "$.status", + "input.$": "$.input", + "data.$": "$.data" + }, + "Next": "More scene taxonomy?" + }, + "More scene taxonomy?": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.status", + "StringEquals": "COMPLETED", + "Next": "Ad break detection" + }, + { + "Variable": "$.status", + "StringEquals": "WAIT_RETRY", + "Next": "Wait X seconds" + } + ], + "Default": "Create scene taxonomy data" + }, + "Wait X seconds": { + "Type": "Wait", + "SecondsPath": "$.data.video.rekognition.scene.waitInSeconds", + "Next": "Create scene taxonomy data" + }, + "Ad break detection": { + "Type": "Task", + "Resource": "${AnalysisPostProcessLambda.Arn}", + "Parameters": { + "operation": "StateAdBreakDetection", + "uuid.$": "$.uuid", + "status.$": "$.status", + "input.$": "$.input", + "data.$": "$.data" + }, + "End": true + }, + "Skip analysis post process": { + "Type": "Succeed" + } + } +} \ No newline at end of file diff --git a/source/main/analysis/post-process/states/ad-break/index.js b/source/main/analysis/post-process/states/ad-break/index.js new file mode 100644 index 0000000..81977d9 --- /dev/null +++ b/source/main/analysis/post-process/states/ad-break/index.js @@ -0,0 +1,1971 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const FS = require('node:fs'); +const PATH = require('node:path'); +const Jimp = require('jimp'); +const { + AnalysisTypes: { + AdBreak, + Rekognition: { + Segment, + Label, + }, + Scene, + }, + CommonUtils, + CSVParser, + WebVttHelper, +} = require('core-lib'); +const Regression = require('core-lib/node_modules/regression'); +const BaseState = require('../shared/base'); + +const RED = '\x1b[41m'; +const GREEN = '\x1b[42m'; +const WHITE = '\x1b[47m'; +const HLT = '\x1b[32m'; +const CLR = '\x1b[0m'; + +const ENABLE_IMAGE_TILE = true; + +const JSON_FRAME_HASH = 'frameHash.json'; +// fix the loudness record 3s drift from MediaConvert +const HOTFIX_LOUDNESS_3S_DRIFT = true; +const LOUDNESS = 'loudness'; +const SPEECHES = 'speeches'; +// EBU defined for normal dialogue, https://tech.ebu.ch/docs/r/r128s1.pdf +const LUFS_NO_DATA = -120.0; +// breaks are less than 10s apart +// technical cue based breaks +const CUE_BREAKS = [ + 'ColorBars', + 'BlackFrames', + 'StudioLogo', + 'Slate', + // 'EndCredits', + // 'OpeningCredits', + // 'Content', + // 'undefined', +]; +const CONTENT_GROUP = [ + 'Content', + 'undefined', +]; +const CUE_CREDITS = [ + 'OpeningCredits', + 'EndCredits', +]; + +// break at beginning or end of a scene +const SCENE_BREAK = { + SceneBegin: 'SCENE_BEGIN', + SceneEnd: 'SCENE_END', +}; +// break ladder based on the content duration +const BREAK_LADDER = { + Min60: { + Duration: 60 * 60 * 1000, + BreakMark: 10 * 60 * 1000, + BreakOffset: 120 * 1000, + }, + Min40: { + Duration: 40 * 60 * 1000, + BreakMark: 8 * 60 * 1000, + BreakOffset: 120 * 1000, + }, + Min20: { + Duration: 20 * 60 * 1000, + BreakMark: 6 * 60 * 1000, + BreakOffset: 120 * 1000, + }, + Min10: { + Duration: 10 * 60 * 1000, + BreakMark: 4 * 60 * 1000, + BreakOffset: 60 * 1000, + }, + LessThan10: { + Duration: 1 * 60 * 1000, + BreakMark: 2 * 60 * 1000, + BreakOffset: 60 * 1000, + }, +}; +const TILE_W = 320; +const TILE_H = 180; + +const DEFAULT_WEIGHT_FILTER = { + pauseWeight: 0.5, + quietnessWeight: 1, + contextualWeight: 1, +}; +const WeightFilter = DEFAULT_WEIGHT_FILTER; + +let BreakFilter; + +class StateAdBreakDetection extends BaseState { + constructor(event, context) { + super(event, context); + + const { + input: { + aiOptions: { + filters = {}, + }, + }, + } = this.stateData; + + if (filters[AdBreak]) { + _setFilterSettings(filters[AdBreak]); + } + } + + static opSupported(op) { + return op === 'StateAdBreakDetection'; + } + + async process() { + if ((this.stateData.data.video.rekognition[Scene] || {}).embeddings === undefined) { + return this.stateData; + } + + const { + input: { + destination: { + bucket: proxyBucket, + prefix: proxyPrefix, + }, + }, + data: { + video: { + rekognition: { + [Scene]: { + embeddings: sceneEmbeddingsKey, + }, + [AdBreak]: originalOption, + }, + }, + }, + } = this.stateData; + + const startTime = Date.now(); + + const framePrefix = PATH.parse(sceneEmbeddingsKey).dir; + const adbreakPrefix = PATH.join( + proxyPrefix, + 'metadata', + AdBreak + ); + + const outputs = await this.downloadOutputs(); + if (outputs === undefined) { + return this.stateData; + } + + const breaks = _parseAdBreaks(outputs); + + const rankings = breaks + .map((x) => ({ + breakNo: x.breakNo, + weight: x.weight, + })) + .sort((a, b) => + b.weight - a.weight) + .map((x, idx) => ({ + ...x, + ranking: idx, + })) + .sort((a, b) => + a.breakNo - b.breakNo); + + console.log('=== AD BREAKS ==='); + + breaks.sort((a, b) => + b.weight - a.weight); + + for (let i = 0; i < breaks.length; i += 1) { + const breakItem = breaks[i]; + const { + breakNo, + breakType, + smpteTimestamp, + weight, + scene: { + sceneNo, + timeStart, + timeEnd, + duration, + technicalCueType, + fadeInBlack, + fadeOutBlack, + }, + } = breakItem; + const { + ranking, + } = rankings[breakNo]; + + breakItem.ranking = ranking; + breakItem.images = []; + + let msg = `${HLT}[Rank#${String(ranking).padStart(2, '0')}]${CLR}`; + msg = `${msg}[${smpteTimestamp}]`; + msg = `${msg}[#${String(breakNo).padStart(2, '0')}]`; + msg = `${msg}[scene#${String(sceneNo).padStart(3, '0')}]`; + msg = `${msg} ${breakType.padStart(11, ' ')}`; + msg = `${msg} ${_toHHMMSS(timeStart)} -> ${_toHHMMSS(timeEnd)} (${_toHHMMSS(duration)})`; + msg = `${msg} [${technicalCueType.slice(0, 5)}]`; + msg = `${msg} FadeInOut = [${fadeInBlack ? 1 : 0},${fadeOutBlack ? 1 : 0}]`; + msg = `${msg} Weight = ${weight.toFixed(4)}`; + console.log(msg); + + if (ENABLE_IMAGE_TILE) { + const image = await _debugDump( + breakItem, + outputs.framehashes, + proxyBucket, + adbreakPrefix, + framePrefix + ); + if (image !== undefined) { + breakItem.images.push(image); + } + } + } + + breaks.sort((a, b) => + a.breakNo - b.breakNo); + + const data = { + framePrefix, + [AdBreak]: breaks, + }; + + const name = `${AdBreak}.json`; + const key = PATH.join(adbreakPrefix, name); + + return CommonUtils.uploadFile( + proxyBucket, + adbreakPrefix, + name, + data + ).then(() => { + this.stateData.data.video.rekognition[AdBreak] = { + ...originalOption, + startTime, + endTime: Date.now(), + key, + }; + + return this.stateData; + }); + } + + async downloadOutputs() { + try { + const { + input: { + destination: { + bucket: proxyBucket, + }, + video: { + key: videoKey, + }, + }, + data: { + audio: { + transcribe: { + vtt: transcribeVtt, + }, + }, + video: { + rekognition: { + [Scene]: { + embeddings: embeddingsKey, + metadata: sceneMetadataKey, + }, + framesegmentation: { + key: framesegmentationKey, + }, + [Segment]: { + output: segmentMapKey, + }, + [Label]: labelOutput, + }, + }, + }, + } = this.stateData; + + const parsed = PATH.parse(videoKey); + const loudness = PATH.join(parsed.dir, `${parsed.name}_loudness.csv`); + + const framehashKey = PATH.join( + PATH.parse(framesegmentationKey).dir, + JSON_FRAME_HASH + ); + + let promises = []; + + promises.push(_downloadJson(proxyBucket, embeddingsKey, 'embeddings')); + promises.push(_downloadJson(proxyBucket, framesegmentationKey, 'framesegmentation')); + promises.push(_downloadJson(proxyBucket, framehashKey, 'framehashes')); + promises.push(_downloadJson(proxyBucket, sceneMetadataKey, Scene)); + promises.push(_downloadJsonFromMap(proxyBucket, segmentMapKey, Segment)); + promises.push(_downloadLoudnessess(proxyBucket, loudness, LOUDNESS)); + promises.push(_downloadSpeeches(proxyBucket, transcribeVtt, SPEECHES)); + + // optional label output + if ((labelOutput || {}).output) { + promises.push(_downloadJsonFromMap(proxyBucket, labelOutput.output, Label)); + } + + promises = await Promise.all(promises); + promises = promises + .reduce((a0, c0) => ({ + ...a0, + ...c0, + })); + + return promises; + } catch (e) { + console.log( + 'WARN:', + 'downloadOutputs', + e.message + ); + return undefined; + } + } +} + +async function _downloadLoudnessess(bucket, key, field) { + const response = await CommonUtils.download(bucket, key, false); + + return new Promise((resolve) => { + let parsed = []; + + response.Body.pipe(CSVParser()) + .on('data', (data) => { + parsed.push(data); + }) + .on('end', () => { + parsed = parsed.map((item) => { + Object.keys(item).forEach((x) => { + item[x] = Number(item[x]); + if (Number.isNaN(item[x])) { + item[x] = LUFS_NO_DATA; + } + }); + return item; + }); + + // loudness measurement requires 3 seconds + // shift 3 seconds of records and restamp the timestamp + if (HOTFIX_LOUDNESS_3S_DRIFT) { + parsed = parsed.slice(3); + + parsed.forEach((x, idx) => { + x.Seconds = idx + 1; + }); + } + + parsed = parsed.map((x) => ({ + timestamp: x.Seconds * 1000, + momentary: x.InputMomentaryLoudness || LUFS_NO_DATA, + })); + + resolve({ + [field]: parsed, + }); + }); + }); +} + +async function _downloadJsonFromMap(bucket, key, field) { + const mapFile = await _downloadJson(bucket, key, 'tmp') + .then((res) => + res.tmp); + + const parsed = PATH.parse(key); + const json = PATH.join(parsed.dir, mapFile.file); + + return _downloadJson(bucket, json, field); +} + +async function _downloadJson(bucket, key, field) { + return CommonUtils.download(bucket, key) + .then((res) => ({ + [field]: JSON.parse(res.toString()), + })); +} + +async function _downloadSpeeches( + bucket, + key, + field +) { + const parsed = PATH.parse(key); + + if (parsed.ext === '.json') { + return _downloadJson(bucket, key, field) + .then((res) => { + // convert to milliseconds + res[field] + .forEach((item) => { + item.start = Math.round(item.start * 1000); + item.end = Math.round(item.end * 1000); + }); + return res; + }); + } + + if (parsed.ext === '.vtt') { + return WebVttHelper.download(bucket, key) + .then((res) => { + const cues = res.cues + .map((cue) => ({ + start: Math.round(cue.start * 1000), + end: Math.round(cue.end * 1000), + })) + .sort((a, b) => { + if (a.start < b.start) { + return -1; + } + if (a.start > b.start) { + return 1; + } + return b.end - a.end; + }); + + // check for speech collision + const stack = []; + + if (cues.length > 0) { + stack.push(cues[0]); + + for (let i = 1; i < cues.length; i += 1) { + const prev = stack[stack.length - 1]; + const cur = cues[i]; + + if (cur.start <= prev.end) { + const item = { + start: Math.min(cur.start, prev.start), + end: Math.max(cur.end, prev.end), + }; + stack.pop(); + stack.push(item); + continue; + } + + // merge short pauses + if ((cur.start - prev.end) < 600) { + const item = { + start: Math.min(cur.start, prev.start), + end: Math.max(cur.end, prev.end), + }; + stack.pop(); + stack.push(item); + continue; + } + + stack.push(cur); + } + } + + return { + [field]: stack, + }; + }); + } + + return { + [field]: [], + }; +} + +function _parseAdBreaks(outputs) { + const { + [SPEECHES]: speeches, + [Scene]: { + scene: scenes = [], + }, + [Label]: labels, + [LOUDNESS]: loudnesses, + [Segment]: segments, + framesegmentation: framesegmentations, + framehashes, + embeddings, + } = outputs; + + const loudnessGroups = _groupLoudness(loudnesses); + + framesegmentations.forEach((frame, idx) => { + frame.embeddings = embeddings[idx].embeddings; + }); + + scenes.forEach((scene) => { + // meshing all metadata into the scene + scene.indices = {}; + + scene.indices.speeches = _findSpeechIndicesInScene(scene, speeches); + scene.indices.loudnesses = _findLoudnessIndicesInScene(scene, loudnesses); + scene.indices.frames = _findFrameIndicesInScene(scene, framehashes); + scene.indices.embeddings = _findEmbeddingIndicesInScene(scene, framesegmentations); + + const [pauseIn, pauseOut] = _findSceneBoundaryPauses(scene, speeches); + scene.pauseIn = pauseIn; + scene.pauseOut = pauseOut; + }); + + const data = { + scenes, + speeches, + loudnesses, + loudnessGroups, + framehashes, + framesegmentations, + segments, + labels: (labels || {}).Labels || [], + }; + + const { + contentTimestamps, + candidates, + } = _bestGuessCandidates(scenes); + + console.log('=== _bestGuessCandidates ==='); + console.log(`scenes = ${scenes.length}, candidates = ${candidates.length}`); + console.log(`content timestamps = ${_toHHMMSS(contentTimestamps[0])} -> ${_toHHMMSS(contentTimestamps[1])}`); + + const breaks = _findBreakCandidates( + contentTimestamps, + candidates, + data + ); + + return breaks; +} + +function _findSpeechIndicesInScene(scene, speeches) { + const indices = []; + + const { + timeStart, + timeEnd, + } = scene; + + for (let j = 0; j < speeches.length; j += 1) { + const speech = speeches[j]; + const { + start, + end, + } = speech; + + if (end < timeStart) { + continue; + } + + if (start > timeEnd) { + break; + } + + indices.push(j); + } + + if (indices.length === 0) { + return [-1, -1]; + } + + return [ + Math.min(...indices), + Math.max(...indices), + ]; +} + +function _findLoudnessIndicesInScene(scene, loudnesses) { + const indices = []; + + const { + timeStart, + timeEnd, + } = scene; + + for (let j = 0; j < loudnesses.length; j += 1) { + const loudness = loudnesses[j]; + const { + timestamp, + } = loudness; + + if (timestamp < timeStart) { + continue; + } + + if (timestamp > timeEnd) { + break; + } + + indices.push(j); + } + if (indices.length === 0) { + return [-1, -1]; + } + + return [ + Math.min(...indices), + Math.max(...indices), + ]; +} + +function _findFrameIndicesInScene(scene, framehashes) { + const indices = []; + + const { + timeStart, + timeEnd, + } = scene; + + for (let j = 0; j < framehashes.length; j += 1) { + const frame = framehashes[j]; + const { + timestamp, + } = frame; + if (timestamp < timeStart) { + continue; + } + + if (timestamp > timeEnd) { + break; + } + + indices.push(j); + } + if (indices.length === 0) { + return [-1, -1]; + } + + return [ + Math.min(...indices), + Math.max(...indices), + ]; +} + +function _findEmbeddingIndicesInScene(scene, embeddings) { + const indices = []; + + const { + timeStart, + timeEnd, + } = scene; + + for (let j = 0; j < embeddings.length; j += 1) { + const embedding = embeddings[j]; + const { + timestamp, + } = embedding; + + if (timestamp < timeStart) { + continue; + } + + if (timestamp > timeEnd) { + break; + } + + indices.push(j); + } + if (indices.length === 0) { + return [-1, -1]; + } + + return [ + Math.min(...indices), + Math.max(...indices), + ]; +} + +function _findSceneBoundaryPauses(scene, speeches) { + const { + timeStart, + timeEnd, + indices: { + speeches: [min, max], + }, + } = scene; + + let pauseIn = false; + let pauseOut = false; + + if (min < 0 || (speeches[min].start - timeStart) > 300) { + pauseIn = true; + } + + if (max < 0 || max >= speeches.length || (timeEnd - speeches[max].end) > 300) { + pauseOut = true; + } + + return [pauseIn, pauseOut]; +} + +function _bestGuessCandidates(scenes) { + const candidates = []; + + // find content start and end points + const contentTimestamps = [-1, -1]; + + for (let i = 0; i < scenes.length; i += 1) { + const scene = scenes[i]; + const { + timeStart, + timeEnd, + technicalCueType, + fadeInBlack, + fadeOutBlack, + pauseIn, + pauseOut, + } = scene; + + if (contentTimestamps[0] < 0 && CONTENT_GROUP.includes(technicalCueType)) { + contentTimestamps[0] = timeStart; + } + + if (contentTimestamps[1] < 0 && technicalCueType === 'EndCredits') { + contentTimestamps[1] = timeEnd; + } + + if (CUE_BREAKS.includes(technicalCueType)) { + candidates.push(scene); + continue; + } + + if (fadeInBlack || fadeOutBlack) { + candidates.push(scene); + continue; + } + + if (pauseIn || pauseOut) { + candidates.push(scene); + continue; + } + } + + // special case: content does not have end credits + if (contentTimestamps[1] < 0) { + contentTimestamps[1] = scenes[scenes.length - 1].timeEnd; + } + + return { + contentTimestamps, + candidates, + }; +} + +function _findBreakCandidates( + contentTimestamps, + candidates, + data +) { + const contentDuration = contentTimestamps[1] - contentTimestamps[0]; + + let breakSpec = BreakFilter; + // user defined settings?? + if (BreakFilter !== undefined) { + breakSpec = BreakFilter; + } else if (contentDuration > BREAK_LADDER.Min60.Duration) { + breakSpec = BREAK_LADDER.Min60; + } else if (contentDuration > BREAK_LADDER.Min40.Duration) { + breakSpec = BREAK_LADDER.Min40; + } else if (contentDuration > BREAK_LADDER.Min20.Duration) { + breakSpec = BREAK_LADDER.Min20; + } else if (contentDuration > BREAK_LADDER.Min10.Duration) { + breakSpec = BREAK_LADDER.Min10; + } else { + breakSpec = BREAK_LADDER.LessThan10; + } + + const { + BreakMark: interval, + BreakOffset: offset, + } = breakSpec; + + const sceneGroups = []; + + for (let i = 0; i < contentTimestamps[1]; i += interval) { + const [min, max] = [ + Math.max(i - offset, 0), + Math.min(i + offset, contentTimestamps[1]), + ]; + + const sceneGroup = []; + + for (let j = 0; j < candidates.length; j += 1) { + const candidate = candidates[j]; + const { + timeStart, + timeEnd, + } = candidate; + if (timeEnd < min) { + continue; + } + + if (timeStart > max) { + break; + } + + sceneGroup.push(candidate); + } + + sceneGroups.push({ + groupTimestamps: [min, max], + sceneGroup, + }); + } + + let breakCandidates = []; + for (let i = 0; i < sceneGroups.length; i += 1) { + const { + groupTimestamps: [ + start, + end, + ], + sceneGroup, + } = sceneGroups[i]; + + console.log(`\n=== PROCESSING Group#${i} [${_toHHMMSS(start)} -> ${_toHHMMSS(end)}]: (${sceneGroup.length} scenes)`); + + let potentialCandidates = []; + for (let j = 0; j < sceneGroup.length; j += 1) { + const scene = sceneGroup[j]; + const { + technicalCueType, + timeStart, + timeEnd, + smpteStart, + smpteEnd, + fadeOutBlack, + pauseIn, + pauseOut, + } = scene; + + if (CUE_BREAKS.includes(technicalCueType)) { + potentialCandidates.push({ + breakType: SCENE_BREAK.SceneEnd, + timestamp: timeEnd, + smpteTimestamp: smpteEnd, + weight: 1.0, + scene, + }); + continue; + } + + if (fadeOutBlack) { + potentialCandidates.push({ + breakType: SCENE_BREAK.SceneEnd, + timestamp: timeEnd, + smpteTimestamp: smpteEnd, + weight: 0.8, + scene, + }); + continue; + } + + // skip opening and end credits + if (CUE_CREDITS.includes(technicalCueType)) { + continue; + } + + const boundaries = _collectBoundaryDetails(scene, data); + scene.boundaries = boundaries; + + if (pauseIn) { + potentialCandidates.push({ + breakType: SCENE_BREAK.SceneBegin, + timestamp: timeStart, + smpteTimestamp: smpteStart, + weight: scene.boundaries[0].weight, + scene, + }); + } + if (pauseOut) { + potentialCandidates.push({ + breakType: SCENE_BREAK.SceneEnd, + timestamp: timeEnd, + smpteTimestamp: smpteEnd, + weight: scene.boundaries[1].weight, + scene, + }); + } + } + + potentialCandidates = potentialCandidates + .filter((x) => + x.weight > 0.4) + .sort((a, b) => + a.timestamp - b.timestamp); + + potentialCandidates + .forEach((candidate) => { + const { + scene: { + sceneNo, + timeStart, + timeEnd, + }, + breakType, + smpteTimestamp, + weight, + } = candidate; + + console.log(`[scene#${sceneNo}]: [${breakType}]: [${_toHHMMSS(timeStart)} -> ${_toHHMMSS(timeEnd)}]: ${smpteTimestamp}, weight = ${weight.toFixed(4)}`); + }); + + breakCandidates = breakCandidates.concat(potentialCandidates); + } + + breakCandidates.sort((a, b) => + a.timestamp - b.timestamp); + + // reduction + const reduced = []; + if (breakCandidates.length > 0) { + reduced.push(breakCandidates[0]); + + for (let i = 1; i < breakCandidates.length; i += 1) { + const prev = reduced[reduced.length - 1]; + const cur = breakCandidates[i]; + + if (prev.timestamp === cur.timestamp) { + continue; + } + + if (prev.fadeOutBlack && cur.fadeOutBlack) { + reduced.push(cur); + continue; + } + + // less than 10s + if ((cur.timestamp - prev.timestamp) < 10000) { + if (cur.weight > prev.weight) { + reduced.pop(); + reduced.push(cur); + } + continue; + } + + reduced.push(cur); + } + + console.log(`\n\n ==== Reduced (${breakCandidates.length} -> ${reduced.length}) ===`); + + for (let i = 0; i < reduced.length; i += 1) { + const candidate = reduced[i]; + + const { + scene: { + sceneNo, + timeStart, + timeEnd, + boundaries = [], + }, + breakType, + timestamp, + smpteTimestamp, + weight, + } = candidate; + + candidate.breakNo = i; + + const contextuals = _collectLabelCategories( + timestamp, + data.labels + ); + candidate.contextual = { + before: contextuals[0], + after: contextuals[1], + distance: 0, + }; + + const taxonomies = _findTaxonomiesAtBoundary( + candidate, + data.scenes + ); + candidate.taxonomies = taxonomies; + + // for backward compatible only + candidate.pause = { + pauseStart: 0, + pauseEnd: 0, + pauseDuration: 0, + }; + + if (breakType === SCENE_BREAK.SceneBegin) { + const { + scene: { + keyStart: key, + indices: { + loudnesses: [idx, notused], + }, + }, + } = candidate; + + if (boundaries[0]) { + const { + pause, + } = boundaries[0]; + candidate.pause = { + pauseStart: pause[2][0], + pauseEnd: pause[2][1], + pauseDuration: pause[2][1] - pause[2][0], + }; + } + candidate.key = key; + candidate.momentary = (data.loudnesses[idx] || {}).momentary || LUFS_NO_DATA; + } else { + const { + scene: { + keyEnd: key, + indices: { + loudnesses: [notused, idx], + }, + }, + } = candidate; + + if (boundaries[1]) { + const { + pause, + } = boundaries[1]; + candidate.pause = { + pauseStart: pause[2][0], + pauseEnd: pause[2][1], + pauseDuration: pause[2][1] - pause[2][0], + }; + } + + candidate.key = key; + candidate.momentary = (data.loudnesses[idx] || {}).momentary || LUFS_NO_DATA; + + // for backward compatible only + candidate.normalization = { + quietness: 0, + contextualDistance: 0, + pauseDuration: 0, + pauseDistance: 0, + scale: 1.0, + }; + + delete candidate.scene.simStart; + delete candidate.scene.simEnd; + } + + console.log(`[scene#${sceneNo}]: [${breakType}]: [${_toHHMMSS(timeStart)} -> ${_toHHMMSS(timeEnd)}]: ${smpteTimestamp}, weight = ${weight.toFixed(4)}`); + } + } + + return reduced; +} + +function _collectBoundaryDetails( + scene, + data +) { + // visual changes + const [ + framesA, + framesB, + ] = _collectBoundaryFrames( + scene, + data.framehashes, + 10 + ); + + const [ + simA, + simB, + ] = _computeBoundarySimilarities( + scene, + data.framesegmentations + ); + + const [ + perceptualChangeRateA, + perceptualChangeRateB, + ] = [framesA, framesB] + .map((frames) => + _computePerceptualChangeRate(scene, frames)); + + const [ + [laplacianChangeA, laplacianChangeRateA], + [laplacianChangeB, laplacianChangeRateB], + ] = [framesA, framesB] + .map((frames) => + _computeLaplacianChanges(scene, frames)); + + // audio changes + const [ + loudnessesA, + loudnessesB, + ] = _collectBoundaryLoudnesses( + scene, + data.loudnesses + ); + + const [ + momentaryA, + momentaryB, + loudnessGroupA, + loudnessGroupB, + ] = _findMomentaryLoudness( + scene, + data.loudnesses, + data.loudnessGroups + ); + + const [ + [loudnessChangeA, loudnessChangeRateA], + [loudnessChangeB, loudnessChangeRateB], + ] = [loudnessesA, loudnessesB] + .map((loudnesses) => + _computeLoudnessChanges(scene, loudnesses)); + + const [ + pauseA, + pauseB, + ] = _collectBoundaryPauses( + scene, + data.speeches + ); + + let diffA = 0; + let diffB = 0; + + if (simA !== -1) { + diffA = 1 - simA; + } + if (simB !== -1) { + diffB = 1 - simB; + } + + const { + pauseWeight, + quietnessWeight, + contextualWeight, + } = WeightFilter; + + const matA = [ + (diffA * contextualWeight), + perceptualChangeRateA, + // laplacianChangeA, + laplacianChangeRateA, + (momentaryA / LUFS_NO_DATA) * quietnessWeight, + // loudnessChangeA, + loudnessChangeRateA, + loudnessGroupA[0], + (pauseA[0] * pauseWeight), + ]; + const weightA = _meanValue(matA) * 0.8; + + const boundaryA = { + weight: weightA, + sim: simA, + pause: pauseA, + // perceptualChangeRate: perceptualChangeRateA, + // laplacianChange: laplacianChangeA, + // laplacianChangeRate: laplacianChangeRateA, + // loudnessChange: loudnessChangeA, + // loudnessChangeRate: loudnessChangeRateA, + mat: matA, + }; + + const matB = [ + (diffB * contextualWeight), + perceptualChangeRateB, + // laplacianChangeB, + laplacianChangeRateB, + (momentaryB / LUFS_NO_DATA) * quietnessWeight, + // loudnessChangeB, + loudnessChangeRateB, + loudnessGroupB[0], + (pauseB[0] * pauseWeight), + ]; + const weightB = _meanValue(matB) * 0.8; + + const boundaryB = { + weight: weightB, + sim: simB, + pause: pauseB, + // perceptualChangeRate: perceptualChangeRateB, + // laplacianChange: laplacianChangeB, + // laplacianChangeRate: laplacianChangeRateB, + // loudnessChange: loudnessChangeB, + // loudnessChangeRate: loudnessChangeRateB, + mat: matB, + }; + + return [boundaryA, boundaryB]; +} + +function _collectBoundaryFrames( + scene, + framehashes, + offset = 10 +) { + const { + indices: { + frames: [idxA, idxB], + }, + } = scene; + + let framesA = []; + let framesB = []; + + if (idxA >= 0) { + const min = Math.max(0, idxA - offset); + const max = Math.min(idxA + offset, framehashes.length - 1); + framesA = framehashes.slice(min, max); + } + + if (idxB >= 0) { + const min = Math.max(0, (idxB - offset)); + const max = Math.min((idxB + offset), (framehashes.length - 1)); + framesB = framehashes.slice(min, max); + } + + framesA.sort((a, b) => + a.timestamp - b.timestamp); + framesB.sort((a, b) => + a.timestamp - b.timestamp); + + return [framesA, framesB]; +} + +function _computeBoundarySimilarities( + scene, + framesegmentations +) { + const { + indices: { + embeddings: [idxA, idxB], + }, + } = scene; + + const [simA, simB] = [ + [idxA - 1, idxA], + [idxB, idxB + 1], + ].map((range) => { + const [min, max] = range; + const frameA = framesegmentations[min]; + const frameB = framesegmentations[max]; + if (frameA === undefined || frameB === undefined) { + return 1; + } + + return _cosineSimilarity( + frameA.embeddings, + frameB.embeddings + ); + }); + + return [simA, simB]; +} + +function _cosineSimilarity(arrayA, arrayB) { + let dotProduct = 0; + let meanA = 0; + let meanB = 0; + + for (let i = 0; i < arrayA.length; i += 1) { + dotProduct += arrayA[i] * arrayB[i]; + meanA += arrayA[i] ** 2; + meanB += arrayB[i] ** 2; + } + + meanA **= 0.5; + meanB **= 0.5; + + if ((meanA * meanB) === 0) { + return 0; + } + + return dotProduct / (meanA * meanB); +} + +function _meanValue(arrayB) { + let meanB = 0; + + let sum = 0; + for (let i = 0; i < arrayB.length; i += 1) { + let val = arrayB[i]; + if (Number.isNaN(val) || !val) { + val = 0; + } + val = Math.abs(val); + + sum += val; + meanB += val ** 2; + } + + // const size = arrayB.length ** 0.5; + // meanB **= 0.5; + + meanB = (meanB * arrayB.length) ** 0.5; + + if (meanB === 0) { + return 0; + } + + // return sum / (meanB * size); + return sum / meanB; +} + +function _computeLaplacianChanges( + scene, + frames +) { + let datapoints = frames + .map((x) => ([ + x.timestamp / 1000, + x.laplacian, + ])); + + if (datapoints.length < 2) { + return [0, 0]; + } + + // laplacian changes over time + let result = Regression.linear(datapoints, { precision: 4 }); + const change = result.equation[0]; + + datapoints = []; + for (let i = 1; i < frames.length; i += 1) { + const prev = frames[i - 1]; + const cur = frames[i]; + + datapoints.push([ + cur.timestamp / 1000, + cur.laplacian - prev.laplacian, + ]); + } + + if (datapoints.length < 2) { + return [change, 0]; + } + + // the rate of laplacian changes over time + result = Regression.linear(datapoints, { precision: 4 }); + const changeRate = result.equation[0]; + + return [change, changeRate]; +} + +function _computePerceptualChangeRate( + scene, + frames +) { + if (frames.length === 0) { + return 0; + } + + const datapoints = []; + + for (let i = 1; i < frames.length; i += 1) { + const prev = frames[i - 1]; + const cur = frames[i]; + const perceptual = Math.abs( + Jimp.compareHashes(prev.hash, cur.hash) + ); + + datapoints.push([ + cur.timestamp / 1000, + perceptual, + ]); + } + + // the rate of laplacian changes over time + const result = Regression.linear(datapoints, { precision: 4 }); + const changeRate = result.equation[0]; + + return changeRate; +} + +function _collectBoundaryLoudnesses( + scene, + loudnesses, + offset = 10 +) { + const { + indices: { + loudnesses: [idxA, idxB], + }, + } = scene; + + let loudnessesA = []; + let loudnessesB = []; + + if (idxA >= 0) { + const min = Math.max(0, idxA - offset); + const max = Math.min(idxA + offset, loudnesses.length - 1); + loudnessesA = loudnesses.slice(min, max); + } + if (idxB >= 0) { + const min = Math.max(0, (idxB - offset)); + const max = Math.min((idxB + offset), (loudnesses.length - 1)); + loudnessesB = loudnesses.slice(min, max); + } + + loudnessesA.sort((a, b) => + a.timestamp - b.timestamp); + loudnessesB.sort((a, b) => + a.timestamp - b.timestamp); + + return [loudnessesA, loudnessesB]; +} + +function _findMomentaryLoudness( + scene, + loudnesses, + loudnessGroups +) { + const { + indices: { + loudnesses: [idxA, idxB], + }, + timeStart, + timeEnd, + } = scene; + + let momentaryA = LUFS_NO_DATA; + let momentaryB = LUFS_NO_DATA; + + if (idxA >= 0) { + momentaryA = loudnesses[idxA].momentary || LUFS_NO_DATA; + } + + if (idxB >= 0) { + momentaryB = loudnesses[idxB].momentary || LUFS_NO_DATA; + } + + let groupA = [0, [0, 0]]; + let groupB = [0, [0, 0]]; + + for (let i = 0; i < loudnessGroups.length - 1; i += 1) { + const curGroup = loudnessGroups[i]; + const nextGroup = loudnessGroups[i + 1]; + + if (curGroup.start > timeEnd) { + break; + } + + if (nextGroup.end < timeStart) { + continue; + } + + // timestamp within the group change, best scenario + if (timeStart >= curGroup.end && timeStart <= nextGroup.start) { + groupA = [1, [curGroup.end, nextGroup.start]]; + } + + if (timeEnd >= curGroup.end && timeEnd <= nextGroup.start) { + groupB = [1, [curGroup.end, nextGroup.start]]; + } + + // in a loudness group, calculate the distance to the next group + if (timeStart > curGroup.start && timeStart < curGroup.end) { + const ratio = Math.max( + Math.abs(curGroup.start - timeStart), + Math.abs(curGroup.end - timeStart) + ) / (curGroup.end - curGroup.start); + groupA = [ratio, [curGroup.start, curGroup.end]]; + } + + if (timeEnd > curGroup.start && timeEnd < curGroup.end) { + const ratio = Math.max( + Math.abs(curGroup.start - timeEnd), + Math.abs(curGroup.end - timeEnd) + ) / (curGroup.end - curGroup.start); + groupB = [ratio, [curGroup.start, curGroup.end]]; + } + } + + return [momentaryA, momentaryB, groupA, groupB]; +} + +function _computeLoudnessChanges( + scene, + loudnesses +) { + let datapoints = loudnesses + .map((x) => ([ + x.timestamp / 1000, + x.momentary || LUFS_NO_DATA, + ])); + + if (datapoints.length < 2) { + return [0, 0]; + } + + // laplacian changes over time + let result = Regression.linear(datapoints, { precision: 4 }); + const change = result.equation[0]; + + datapoints = []; + for (let i = 1; i < loudnesses.length; i += 1) { + const prev = loudnesses[i - 1]; + const cur = loudnesses[i]; + + datapoints.push([ + cur.timestamp / 1000, + (cur.momentary || LUFS_NO_DATA) - (prev.momentary || LUFS_NO_DATA), + ]); + } + + if (datapoints.length < 2) { + return [change, 0]; + } + + // the rate of laplacian changes over time + result = Regression.linear(datapoints, { precision: 4 }); + const changeRate = result.equation[0]; + + return [change, changeRate]; +} + +function _collectBoundaryPauses( + scene, + speeches +) { + const { + timeStart, + timeEnd, + indices: { + speeches: [idxA, idxB], + }, + pauseIn, + pauseOut, + } = scene; + + let pauseA; + let pauseB; + + if (idxA < 0) { + pauseA = [(timeEnd - timeStart) / 1000, timeStart, [timeStart, timeEnd]]; + } else if (pauseIn !== true) { + pauseA = [0, timeStart, [timeStart, timeStart]]; + } else { + let start = timeStart; + let end = timeStart; + + const prev = speeches[idxA - 1]; + if (prev) { + start = prev.end; + } + + const cur = speeches[idxA]; + if (cur) { + end = cur.start; + } + + // pick the shortest pause segments relative to scene begin boundary + const shortest = Math.min( + Math.abs(timeStart - start), + Math.abs(end - timeStart) + ) / 1000; + pauseA = [shortest, timeStart, [start, end]]; + } + + if (idxB < 0) { + pauseB = [(timeEnd - timeStart) / 1000, timeEnd, [timeStart, timeEnd]]; + } else if (pauseOut !== true) { + pauseB = [0, timeEnd, [timeEnd, timeEnd]]; + } else { + let start = timeEnd; + let end = timeEnd; + + const prev = speeches[idxB]; + if (prev) { + start = prev.end; + } + + const cur = speeches[idxB + 1]; + if (cur) { + end = cur.start; + } + + // pick the shortest pause segments relative to scene end boundary + const shortest = Math.min( + Math.abs(timeEnd - start), + Math.abs(end - timeEnd) + ) / 1000; + + pauseB = [shortest, timeEnd, [start, end]]; + } + + return [pauseA, pauseB]; +} + +function _collectLabelCategories(timestamp, labels, offset = 5000) { + const [min, max] = [ + timestamp - offset, + timestamp + offset, + ]; + + let categoriesA = []; + let categoriesB = []; + + for (let i = 0; i < labels.length; i += 1) { + const label = labels[i]; + const { + Timestamp: t, + } = label; + + if (t < min) { + continue; + } + if (t > max) { + break; + } + + if (t >= min && t < timestamp) { + const { + Label: { + Categories: categories = [], + }, + } = label; + categories.forEach((x) => + categoriesA.push(x.Name)); + } + + if (t > timestamp && t <= max) { + const { + Label: { + Categories: categories = [], + }, + } = label; + categories.forEach((x) => + categoriesB.push(x.Name)); + } + } + + categoriesA = [ + ...new Set(categoriesA), + ].sort(); + + categoriesB = [ + ...new Set(categoriesB), + ].sort(); + + return [categoriesA, categoriesB]; +} + +function _findTaxonomiesAtBoundary(candidate, scenes) { + const { + breakType, + scene: { + sceneNo, + }, + } = candidate; + + let sceneA = scenes[sceneNo - 1]; + let sceneB = scenes[sceneNo]; + + if (breakType === SCENE_BREAK.SceneEnd) { + sceneA = scenes[sceneNo]; + sceneB = scenes[sceneNo + 1]; + } + + const taxonomies = {}; + if (((sceneA || {}).details || []).length > 0) { + taxonomies.before = sceneA.details; + } + + if (((sceneB || {}).details || []).length > 0) { + taxonomies.after = sceneB.details; + } + + if (taxonomies.before === undefined && taxonomies.after === undefined) { + return undefined; + } + + return taxonomies; +} + +function _toHHMMSS(msec, withMsec) { + return CommonUtils.toHHMMSS(msec, withMsec); +} + +function _setFilterSettings(userFilterSettings = {}) { + try { + const { + breakInterval = 0, + breakOffset = 0, + pauseWeight = WeightFilter.pauseWeight, + quietnessWeight = WeightFilter.quietnessWeight, + contextualWeight = WeightFilter.contextualWeight, + } = userFilterSettings; + + const _breakInterval = Number(breakInterval); + const _breakOffset = Number(breakOffset); + + // interval must be at least 1 min long + // and offset must be less than internval / 2 + if ( + !Number.isNaN(_breakInterval) && + !Number.isNaN(_breakOffset) && + (_breakInterval >= 1 * 60 * 1000) && + (_breakOffset <= Math.round(_breakInterval / 2)) + ) { + // set global variable + BreakFilter = { + BreakMark: _breakInterval, + BreakOffset: _breakOffset, + }; + } + + // apply weight filter settings + const _pauseWeight = Number(pauseWeight); + const _quietnessWeight = Number(quietnessWeight); + const _contextualWeight = Number(contextualWeight); + + if (!Number.isNaN(_pauseWeight)) { + WeightFilter.pauseWeight = Math.min( + Math.max(_pauseWeight, 0), + 1 + ); + } + + if (!Number.isNaN(_quietnessWeight)) { + WeightFilter.quietnessWeight = Math.min( + Math.max(_quietnessWeight, 0), + 1 + ); + } + + if (!Number.isNaN(_contextualWeight)) { + WeightFilter.contextualWeight = Math.min( + Math.max(_contextualWeight, 0), + 1 + ); + } + } catch (e) { + // do nothing + } +} + +async function _debugDump( + breakItem, + framehashes, + bucket, + prefix, + framePrefix +) { + const { + breakNo, + breakType, + ranking, + weight, + timestamp, + smpteTimestamp, + scene, + } = breakItem; + + const [framesA, framesB] = _collectBoundaryFrames( + scene, + framehashes, + 5 + ); + + let frames = framesA; + if (breakType === SCENE_BREAK.SceneEnd) { + frames = framesB; + } + + if (frames.length === 0) { + return undefined; + } + + let image = await _tileImages( + bucket, + framePrefix, + frames + ); + image = await image.getBufferAsync(Jimp.MIME_JPEG); + + // ranking, break#, weight, smpte + // 01_02_0.4321_00-01-23-12.jpg + const timecode = smpteTimestamp.replace(/[:;]/g, '-'); + let name = [ + String(ranking).padStart(2, '0'), + String(breakNo).padStart(2, '0'), + weight.toFixed(3), + timecode, + ].join('_'); + name = `${name}.jpg`; + + if (process.env.AWS_LAMBDA_FUNCTION_NAME === undefined) { + FS.writeFileSync(name, image); + } + + return CommonUtils.uploadFile( + bucket, + prefix, + name, + image + ).then(() => + name); +} + +async function _tileImages(bucket, prefix, frames) { + frames.sort((a, b) => + a.timestamp - b.timestamp); + + const imgW = TILE_W * frames.length; + const imgH = TILE_H; + + const combined = await new Promise((resolve, reject) => { + const _ = new Jimp(imgW, imgH, 0xffffffff, (e, img) => { + if (e) { + reject(e); + } else { + resolve(img); + } + }); + }); + + let promises = frames.map((frame) => + CommonUtils.download( + bucket, + PATH.join(prefix, frame.name), + false + ).then((res) => + res.Body.transformToByteArray())); + + promises = await Promise.all(await Promise.all(promises)); + + for (let col = 0; col < frames.length; col += 1) { + const frame = frames[col]; + // const key = PATH.join(prefix, frame.name); + + // let buf = await (await CommonUtils.download(bucket, key, false) + // .then((res) => + // res.Body.transformToByteArray())); + // buf = Buffer.from(buf); + const buf = Buffer.from(promises[col]); + + const tile = await new Promise((resolve, reject) => { + Jimp.read(buf) + .then((img) => { + const factor = TILE_W / img.bitmap.width; + const scaled = img.scale(factor); + const w = scaled.bitmap.width - 4; + const h = scaled.bitmap.height - 4; + const cropped = scaled.crop(2, 2, w, h); + resolve(cropped); + }) + .catch((e) => { + reject(e); + }); + }); + + const l = col * TILE_W + 2; + const t = 2; + combined.blit(tile, l, t); + } + + return combined.quality(80); +} + +function _groupLoudness(loudnesses) { + const datapoints = loudnesses + .map((item) => { + const { + timestamp, + momentary, + } = item; + let datapoint = momentary; + if (datapoint < LUFS_NO_DATA) { + datapoint = LUFS_NO_DATA; + } + return [datapoint, timestamp]; + }); + + let groups = _groupItemsByDatapoint(datapoints); + + groups = groups.map((group) => { + const timestamps = [Number.MAX_SAFE_INTEGER, Number.MIN_SAFE_INTEGER]; + const data = []; + + group.forEach((item) => { + timestamps[0] = Math.min(item[1], timestamps[0]); + timestamps[1] = Math.max(item[1], timestamps[1]); + data.push(item[0]); + }); + + const momentary = _calculateMean(data); + + return { + start: timestamps[0], + end: timestamps[1], + momentary, + }; + }); + + return groups; +} + +function _calculateMean(array) { + if (array.length === 0) { + return 0; + } + + const sum = array + .reduce((a, b) => + a + b, 0); + + return sum / array.length; +} + +function _calculateRMS(array) { + if (array.length === 0) { + return 0; + } + + const sum = array + .reduce((a, b) => + a + (b ** 2), 0); + + return (sum / array.length) ** 0.5; +} + +function _groupItemsByDatapoint(array, minMargin = 5) { + if (array.length === 0) { + return []; + } + + // Sort the array based on timestamps + array.sort((a, b) => + a[1] - b[1]); + + const groups = []; + let currentGroup = [array[0]]; + + for (let i = 1; i < array.length; i++) { + const [datapoint, timestamp] = array[i]; + const lastTimestamp = currentGroup[currentGroup.length - 1][1]; + const lastDatapoint = currentGroup[currentGroup.length - 1][0]; + + let margin = Math.abs(datapoint - lastDatapoint) / currentGroup.length; + margin = Math.max(minMargin, margin); + + if ( + (Math.abs(datapoint - currentGroup[0][0]) <= margin) && + (timestamp - lastTimestamp <= 1000) + ) { + currentGroup.push([datapoint, timestamp]); + } else { + groups.push(currentGroup); + currentGroup = [[datapoint, timestamp]]; + } + } + + // Push the last group + groups.push(currentGroup); + + return groups; +} + +module.exports = StateAdBreakDetection; diff --git a/source/main/analysis/post-process/states/create-scene-taxonomy/index.js b/source/main/analysis/post-process/states/create-scene-taxonomy/index.js new file mode 100644 index 0000000..8f7ebc3 --- /dev/null +++ b/source/main/analysis/post-process/states/create-scene-taxonomy/index.js @@ -0,0 +1,1187 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 +const FS = require('node:fs'); +const PATH = require('node:path'); +const Jimp = require('jimp'); +const { + BedrockRuntimeClient, + InvokeModelCommand, +} = require('@aws-sdk/client-bedrock-runtime'); +const { + Environment: { + Solution: { + Metrics: { + CustomUserAgent, + }, + }, + }, + AnalysisTypes: { + Scene, + }, + StateData: { + Statuses: { + Completed, + Processing, + }, + }, + CommonUtils, + IABTaxonomy, + xraysdkHelper, + retryStrategyHelper, + WebVttHelper, +} = require('core-lib'); +const BaseState = require('../shared/base'); + +const MODEL_REGION = process.env.ENV_BEDROCK_REGION; +const MODEL_ID = process.env.ENV_BEDROCK_MODEL_ID; +const MODEL_VERSION = process.env.ENV_BEDROCK_MODEL_VER; +const SYSTEM = 'You are a media operation engineer. Your job is to review a portion of a video content presented by a sequence of consecutive images. Each image also contains a sequence of frames presented in a 4x7 grid reading from left to right and then from top to bottom. You may also optionally be given the dialogues of the scene that helps you to understand the context. You are asked to provide the following information: a detail description to describe the scene, identify the most relevant IAB taxonomy, GARM, sentiment, and brands and logos that may appear in the scene. It is important to return the results in JSON format and also includes a confidence score from 0 to 100. Skip any explanation.'; +const SYSTEM_IAB = 'You are a media operation engineer. Your job is to review a portion of a video content presented by a sequence of consecutive images. Each image also contains a sequence of frames presented in a 4x7 grid reading from left to right and then from top to bottom. You may also optionally be given the dialogues of the scene that helps you to understand the context. You are asked to identify the most relevant IAB taxonomy. It is important to return the results in JSON format and also includes a confidence score from 0 to 100. Skip any explanation.'; +const ASSISTANT = { + ProvideDialogues: { + role: 'assistant', + content: 'Got the images. Do you have the dialogues of the scene?', + }, + OtherInfo: { + role: 'assistant', + content: 'OK. Do you have other information to provdie?', + }, + OutputFormat: { + role: 'assistant', + content: 'OK. What output format?', + }, + Prefill: { + role: 'assistant', + content: '{', + }, +}; +const MODEL_PARAMS = { + anthropic_version: MODEL_VERSION, + max_tokens: 4096 * 4, + temperature: 0.1, + // top_p: 0.8, + // top_k: 250, + stop_sequences: ['\n\nHuman:'], + system: SYSTEM, +}; + +const ENABLE_IMAGE_TILE = false; +// can support upto 140 frames per scene +const MAX_IMAGES = 5; +const MAX_GRID = [4, 7]; +// Claude max WxH without resizing +const MAX_IMAGE_WXH = [1568, 1568]; +const TILE_WXH = [392, 220]; +const BORDER_SIZE = 2; + +const STATUS_WAIT_RETRY = 'WAIT_RETRY'; +const LAMBDA_TIMEOUT_EXCEPTION = 'LambdaTimeoutException'; +const MODEL_ERROR_EXCEPTION = 'ModelErrorException'; +const REKOGNITION = 'rekognition'; +const JSON_FRAME_HASH = 'frameHash.json'; +const IGNORED_CUES = [ + 'ColorBars', + 'BlackFrames', + 'StudioLogo', + 'Slate', + // 'EndCredits', + // 'OpeningCredits', + // 'Content', + // 'undefined', +]; + +const GARM = [ + 'Adult & Explicit Sexual Content', + 'Arms & Ammunition', + 'Crime & Harmful acts to individuals and Society, Human Right Violations', + 'Death, Injury or Military Conflict', + 'Online piracy', + 'Hate speech & acts of aggression', + 'Obscenity and Profanity, including language, gestures, and explicitly gory, graphic or repulsive content intended to shock and disgust', + 'Illegal Drugs, Tobacco, ecigarettes, Vaping, or Alcohol', + 'Spam or Harmful Content', + 'Terrorism', + 'Debated Sensitive Social Issue', + 'None', +]; + +const TaxonomyTier4 = IABTaxonomy + .filter((x) => + x.Tier4.length > 0); + +const TaxonomyTier3 = IABTaxonomy + .filter((x) => + x.Tier3.length > 0 && x.Tier4.length === 0); + +const TaxonomyTier2 = IABTaxonomy + .filter((x) => + x.Tier2.length > 0 && x.Tier3.length === 0); + +const TaxonomyTier1 = IABTaxonomy + .filter((x) => + x.Tier2.length === 0); + +const FilterSettings = { + enhanceWithLLM: true, +}; + +class StateCreateSceneTaxonomy extends BaseState { + constructor(event, context) { + super(event, context); + + const { + input: { + aiOptions: { + filters = {}, + }, + }, + } = this.stateData; + _setFilterSettings(filters[Scene]); + } + + static opSupported(op) { + return op === 'StateCreateSceneTaxonomy'; + } + + async process() { + if (!MODEL_REGION) { + return this.setCompleted(); + } + + if (FilterSettings.enhanceWithLLM === false) { + return this.setCompleted(); + } + + const outputs = await this.downloadOutputs(); + + if (outputs === undefined) { + return this.setCompleted(); + } + + const { + [Scene]: { + framePrefix, + scene: _scenes = [], + stats = {}, + }, + framehashes, + vttCues, + } = outputs; + + const { + input: { + destination: { + bucket: proxyBucket, + }, + }, + data: { + video: { + rekognition: { + scene: { + metadata: sceneMetadataKey, + nextIdx: _nextIdx, + }, + }, + }, + }, + } = this.stateData; + + let nextIdx = _nextIdx; + if (nextIdx === undefined) { + // reset the stats in case this is triggered by re-analysis flow + Object.keys(stats).forEach((key) => { + delete stats[key]; + }); + nextIdx = 0; + } + + const scenes = _scenes.slice(nextIdx); + + if (scenes.length === 0) { + return this.setCompleted(); + } + + // add taxonomy + const { + processed, + reason, + } = await this.batchCreateTaxonomy( + proxyBucket, + framePrefix, + scenes, + framehashes, + vttCues, + stats + ); + + nextIdx += processed; + outputs[Scene].stats = stats; + + const parsed = PATH.parse(sceneMetadataKey); + await CommonUtils.uploadFile( + proxyBucket, + parsed.dir, + parsed.base, + outputs[Scene] + ); + + if (nextIdx >= _scenes.length) { + return this.setCompleted(); + } + + return this.setProcessing(nextIdx, reason); + } + + async downloadOutputs() { + try { + const { + input: { + destination: { + bucket: proxyBucket, + }, + aiOptions: { + scene, + }, + }, + data: { + video: { + [REKOGNITION]: { + [Scene]: { + metadata: sceneMetadata, + }, + framesegmentation: { + key: framesegmentation, + }, + }, + }, + audio: { + transcribe: { + vtt, + }, + }, + }, + } = this.stateData; + + if (!scene) { + throw new Error('scene detection not enabled'); + } + + let promises = []; + + // download scenes + promises.push(CommonUtils.download(proxyBucket, sceneMetadata) + .then((res) => ({ + [Scene]: JSON.parse(res.toString()), + }))); + + // download framehashes + const framehashes = PATH.join( + PATH.parse(framesegmentation).dir, + JSON_FRAME_HASH + ); + promises.push(CommonUtils.download(proxyBucket, framehashes) + .then((res) => ({ + framehashes: JSON.parse(res.toString()), + }))); + + // download transcript + promises.push(_downloadTranscript(proxyBucket, vtt)); + + promises = await Promise.all(promises); + promises = promises.reduce((a0, c0) => ({ + ...a0, + ...c0, + })); + + return promises; + } catch (e) { + console.log( + 'WARN:', + 'downloadOutputs', + e.message + ); + + return undefined; + } + } + + async batchCreateTaxonomy( + bucket, + framePrefix, + scenes, + framehashes, + vttCues, + stats + ) { + let processed = 0; + let reason; + + if (Object.keys(stats).length === 0) { + stats.apiCount = 0; + stats.inputTokens = 0; + stats.outputTokens = 0; + stats.inferenceTime = 0; + stats.elapsed = 0; + } + + // mesh frames to scene + scenes.forEach((item) => { + const { + timeStart, + timeEnd, + } = item; + + item.frames = []; + + for (let i = 0; i < framehashes.length; i += 1) { + const frame = framehashes[i]; + const { + timestamp, + } = frame; + + if (timestamp > timeEnd) { + break; + } + + if (timestamp < timeStart) { + continue; + } + + item.frames.push(frame); + } + }); + + const t0 = Date.now(); + + try { + for (let i = 0; i < scenes.length; i += 1) { + const scene = scenes[i]; + const { + technicalCueType, + sceneNo, + frames, + timeStart, + timeEnd, + } = scene; + + console.log(`\n=== PROCESSING Scene#${sceneNo}`); + + if (IGNORED_CUES.includes(technicalCueType)) { + console.log(`[TechnicalCue]: ${technicalCueType}. Skipping...`); + processed += 1; + continue; + } + + if (frames.length < 4) { + console.log(`[Not enough frames]: ${frames.length} frames only. Skipping...`); + processed += 1; + continue; + } + + // find transcript + const dialogues = _findSceneDialogues(vttCues, [timeStart, timeEnd]); + + let name = String(sceneNo).padStart(3, '0'); + name = `scene-${name}.jpg`; + + console.log(`scene#${sceneNo} has ${frames.length} frames.`); + + const response = await _createSceneTaxonomy( + bucket, + framePrefix, + frames, + dialogues, + name + ); + + const { + usage: { + inputTokens, + outputTokens, + }, + elapsed, + } = response; + stats.apiCount += 1; + stats.inputTokens += inputTokens; + stats.outputTokens += outputTokens; + stats.inferenceTime += elapsed; + + console.log(JSON.stringify(response, null, 2)); + + scene.details = [response]; + processed += 1; + + if (this.lambdaTimeout() === true) { + const timeoutException = new Error('lambda is about to timeout'); + timeoutException.name = LAMBDA_TIMEOUT_EXCEPTION; + throw timeoutException; + } + } + } catch (e) { + reason = e; + } finally { + const t1 = Date.now(); + stats.elapsed = t1 - t0; + scenes.forEach((scene) => { + delete scene.frames; + }); + } + + return { + processed, + reason, + }; + } + + setCompleted(stopReason) { + this.stateData.status = Completed; + + const { + data: { + video: { + rekognition: { + scene, + }, + }, + }, + } = this.stateData; + + if (scene === undefined) { + return this.stateData; + } + + delete scene.nextIdx; + delete scene.waitInSeconds; + delete scene.stopReason; + + if (stopReason && stopReason.name && stopReason.message) { + scene.stopReason = `${stopReason.name} - ${stopReason.message}`; + } + + return this.stateData; + } + + setProcessing(nextIdx, reason) { + this.stateData.status = Processing; + + const { + data: { + video: { + rekognition: { + scene, + }, + }, + }, + } = this.stateData; + + scene.nextIdx = nextIdx; + + if (reason && reason.name !== LAMBDA_TIMEOUT_EXCEPTION) { + return this.setWaitAndRetry(reason); + } + + return this.stateData; + } + + setWaitAndRetry(reason) { + this.stateData.status = STATUS_WAIT_RETRY; + + if (reason.name !== MODEL_ERROR_EXCEPTION) { + return this.setCompleted(reason); + } + + const { + data: { + video: { + rekognition: { + scene, + }, + }, + }, + } = this.stateData; + + if (scene.waitInSeconds === undefined) { + scene.waitInSeconds = 40; // wait for 40s + } else { + scene.waitInSeconds = Math.round(scene.waitInSeconds * 1.5); + } + + // should not wait any longer + if (scene.waitInSeconds > 400) { + return this.setCompleted(reason); + } + + return this.stateData; + } +} + +async function _createSceneTaxonomy( + bucket, + framePrefix, + frames, + dialogues, + name +) { + const images = await _tileImages(bucket, framePrefix, frames); + + if (process.env.AWS_LAMBDA_FUNCTION_NAME === undefined && ENABLE_IMAGE_TILE) { + const parsed = PATH.parse(name); + + for (let i = 0; i < images.length; i += 1) { + const jpeg = await images[i].getBufferAsync(Jimp.MIME_JPEG); + const file = PATH.join(parsed.dir, `${parsed.name}-${i}${parsed.ext}`); + FS.writeFileSync(file, jpeg); + } + } + + return _inference(images, dialogues); +} + +async function _tileImages(bucket, prefix, frames) { + let selected = frames; + + const maxFramesPerImage = MAX_GRID[0] * MAX_GRID[1]; + const maxFrames = MAX_IMAGES * maxFramesPerImage; + + if (frames.length > maxFrames) { + selected = _getEquallyDistributedSubset(frames, maxFrames); + } + + let images = []; + + while (selected.length > 0) { + const sliced = selected.splice(0, maxFramesPerImage); + if (sliced.length < 4) { + continue; + } + + images.push(_tileImage(bucket, prefix, sliced)); + } + + images = await Promise.all(images); + + return images; +} + +async function _tileImage(bucket, prefix, frames) { + const [maxCol, maxRow] = MAX_GRID; + const nCol = maxCol; + const nRow = Math.ceil(frames.length / nCol); + + const [tileW, tileH] = TILE_WXH; + const imgW = tileW * nCol; + const imgH = tileH * nRow; + + const combined = await new Promise((resolve, reject) => { + const _ = new Jimp(imgW, imgH, 0xffffffff, (e, img) => { + if (e) { + reject(e); + } else { + resolve(img); + } + }); + }); + + for (let row = 0; row < nRow && frames.length > 0; row += 1) { + for (let col = 0; col < nCol && frames.length > 0; col += 1) { + const frame = frames.shift(); + const key = PATH.join(prefix, frame.name); + + let buf = await (await CommonUtils.download(bucket, key, false) + .then((res) => + res.Body.transformToByteArray())); + buf = Buffer.from(buf); + + const tile = await new Promise((resolve, reject) => { + Jimp.read(buf) + .then((img) => { + const factor = tileW / img.bitmap.width; + const scaled = img.scale(factor); + + const w = scaled.bitmap.width - (BORDER_SIZE * 2); + const h = scaled.bitmap.height - (BORDER_SIZE * 2); + const cropped = scaled.crop(BORDER_SIZE, BORDER_SIZE, w, h); + resolve(cropped); + }) + .catch((e) => { + reject(e); + }); + }); + + const l = col * tileW + BORDER_SIZE; + const t = row * tileH + BORDER_SIZE; + combined.blit(tile, l, t); + } + } + + return combined; +} + +async function _inference( + images, + dialogues = [], + options = {} +) { + const t0 = Date.now(); + + const modelId = MODEL_ID; + const version = MODEL_VERSION; + + const messages = []; + + const imageContents = []; + if (images.length < 2) { + imageContents.push({ + type: 'text', + text: 'Here is an image contains frame sequence that describes a scene.', + }); + } else { + imageContents.push({ + type: 'text', + text: `Here are the ${images.length} images containing frame sequence that describes a scene.`, + }); + } + + console.log(`Number of tiled images = ${images.length}`); + + for (let i = 0; i < images.length; i += 1) { + const image = await images[i].getBase64Async(Jimp.MIME_JPEG); + imageContents.push({ + type: 'image', + source: { + type: 'base64', + media_type: 'image/jpeg', + data: image.split(',')[1], + }, + }); + } + messages.push({ + role: 'user', + content: imageContents, + }); + + // assistent + messages.push(ASSISTANT.ProvideDialogues); + + // dialogues + let dialogueContent = 'No dialogue'; + if (dialogues.length > 0) { + dialogueContent = `Here is the dialogues of the scene in tag:\n\n${dialogues.join('\n')}\n\n`; + } + messages.push({ + role: 'user', + content: dialogueContent, + }); + + // assistent + messages.push(ASSISTANT.OtherInfo); + + const additional = []; + // iab taxonomy list + const taxonomies = TaxonomyTier1 + .map((x) => + x.Name); + taxonomies.push('None'); + additional.push({ + type: 'text', + text: `Here is a list of IAB Taxonomies in tag:\n\n${taxonomies.join('\n')}\n\nOnly answer the IAB taxonomy from this list.`, + }); + + // garm taxonomy list + const garms = GARM; + additional.push({ + type: 'text', + text: `Here is a list of GARM Taxonomies in tag:\n\n${garms.join('\n')}\n\nOnly answer the GARM taxonomy from this list.`, + }); + + // sentiment + const sentiments = ['Positive', 'Neutral', 'Negative', 'None']; + additional.push({ + type: 'text', + text: `Here is a list of Sentiments in tag:\n\n${sentiments.join('\n')}\n\nOnly answer the Sentiment from this list.`, + }); + + messages.push({ + role: 'user', + content: additional, + }); + + // assistant + messages.push(ASSISTANT.OutputFormat); + + const example = { + description: { + text: 'The scene describes...', + score: 98, + }, + sentiment: { + text: 'Positive', + score: 90, + }, + garmTaxonomy: { + text: 'Online piracy', + score: 90, + }, + iabTaxonomy: { + text: 'Station Wagon', + score: 80, + }, + brandAndLogos: [ + { + text: 'Amazon', + score: 98, + }, + { + text: 'Nike', + score: 90, + }, + ], + }; + + const output = `Return JSON format. An example of the output:\n${JSON.stringify(example)}\n`; + messages.push({ + role: 'user', + content: output, + }); + + // assistant + messages.push(ASSISTANT.Prefill); + + const modelParams = { + ...MODEL_PARAMS, + ...options, + messages, + }; + + const response = await _invokeEndpoint(modelId, modelParams); + + if (response === undefined) { + return response; + } + + const { + usage: { + input_tokens: inputTokens, + output_tokens: outputTokens, + }, + content = [], + } = response; + + let result = { + usage: { + inputTokens, + outputTokens, + }, + }; + + if (!(content[0] || {}).text) { + result.elapsed = Date.now() - t0; + return result; + } + + const contentOutput = _parseOutputContent(content[0].text); + + if (contentOutput === undefined) { + console.log('WARNING!!! Fail to parse content output?', content[0].text); + } + + result = { + ...result, + ...contentOutput, + }; + + const response2 = await _inferenceRefineIAB( + imageContents, + dialogueContent, + result.iabTaxonomy + ); + + result.usage.inputTokens += response2.usage.inputTokens; + result.usage.outputTokens += response2.usage.outputTokens; + result.iabTaxonomy.id = response2.id; + result.iabTaxonomy.text = response2.text; + result.iabTaxonomy.score = response2.score; + + const t1 = Date.now(); + result.elapsed = t1 - t0; + + return result; +} + +async function _invokeEndpoint(modelId, modelParams) { + const runtimeClient = xraysdkHelper(new BedrockRuntimeClient({ + region: MODEL_REGION, + customUserAgent: CustomUserAgent, + retryStrategy: retryStrategyHelper(4), + })); + + const params = { + modelId, + contentType: 'application/json', + accept: 'application/json', + body: JSON.stringify(modelParams), + }; + + const command = new InvokeModelCommand(params); + + let response = await runtimeClient.send(command) + .catch((e) => { + let exception; + if (e.code === 'ENOTFOUND') { + exception = new Error(`Bedrock not supported in the region (${e.code})`); + exception.name = 'ServiceUnavailableException'; + } else if (e.name === MODEL_ERROR_EXCEPTION) { + exception = new Error(`Model inference quota reached. Retry again. (${e.name})`); + exception.name = MODEL_ERROR_EXCEPTION; + } else if (e.name === 'ResourceNotFoundException') { + exception = new Error(`Make sure to request access to the model in the region (${e.name})`); + exception.name = 'ResourceNotFoundException'; + } else if (e.name === 'AccessDeniedException') { + exception = new Error(`Not allow to access to the model in the region (${e.name})`); + exception.name = 'AccessDeniedException'; + } else { + exception = new Error(e.message); + exception.name = e.name || e.code || 'UnknownException'; + } + + console.log(`[ERR]: InvokeModelCommand: ${exception.name} - ${exception.message}`); + throw exception; + }); + + response = new TextDecoder().decode(response.body); + response = JSON.parse(response); + + return response; +} + +function _findAllChildrenTaxonomies(tier1) { + let taxonomies = []; + + const tier2 = _findChildrenTaxonomy(tier1, TaxonomyTier2); + if (tier2.length > 0) { + taxonomies = taxonomies.concat(tier2); + + const tier3 = _findChildrenTaxonomy( + tier2, + TaxonomyTier3 + ); + + if (tier3.length > 0) { + taxonomies = taxonomies.concat(tier3); + + const tier4 = _findChildrenTaxonomy( + tier3, + TaxonomyTier4 + ); + + if (tier4.length > 0) { + taxonomies = taxonomies.concat(tier4); + } + } + } + + return taxonomies; +} + +function _findChildrenTaxonomy(parents, children) { + const uniqueIds = parents + .map((x) => + x.UniqueID); + + return children + .filter((x) => + uniqueIds.includes(x.Parent)); +} + +async function _downloadTranscript(bucket, key, field = 'vttCues') { + return WebVttHelper.download(bucket, key) + .then((res) => { + const cues = res.cues + .map((cue) => ({ + start: Math.round(cue.start * 1000), + end: Math.round(cue.end * 1000), + text: cue.text, + })) + .sort((a, b) => { + if (a.start < b.start) { + return -1; + } + if (a.start > b.start) { + return 1; + } + return b.end - a.end; + }); + + // check for speech collision + const stack = []; + stack.push(cues[0]); + + for (let i = 1; i < cues.length; i += 1) { + const prev = stack[stack.length - 1]; + const cur = cues[i]; + + if (cur.start <= prev.end) { + const item = { + start: Math.min(cur.start, prev.start), + end: Math.max(cur.end, prev.end), + text: [prev.text, cur.text].join('\n'), + }; + stack.pop(); + stack.push(item); + continue; + } + + // merge short pauses + if ((cur.start - prev.end) < 400) { + const item = { + start: Math.min(cur.start, prev.start), + end: Math.max(cur.end, prev.end), + text: [prev.text, cur.text].join('\n'), + }; + stack.pop(); + stack.push(item); + continue; + } + + stack.push(cur); + } + + return { + [field]: stack, + }; + }); +} + +function _findSceneDialogues(cues, timestamps) { + const [timeA, timeB] = timestamps; + + if (timeA < 0 || timeB < 0) { + return ''; + } + + const dialogues = []; + + for (let i = 0; i < cues.length; i += 1) { + const cue = cues[i]; + const { + start, + end, + text, + } = cue; + + if (end < timeA) { + continue; + } + + if (start > timeB) { + break; + } + + dialogues.push(text); + } + + return dialogues; +} + +function _getEquallyDistributedSubset(arrayA, maxArraySize) { + if ( + (!Array.isArray(arrayA) || arrayA.length === 0) || + (!Number.isInteger(maxArraySize) || maxArraySize <= 0) + ) { + return []; + } + + const result = []; + const step = Math.ceil(arrayA.length / maxArraySize); + + for (let i = 0; i < arrayA.length; i += step) { + result.push(arrayA[i]); + if (result.length === maxArraySize) { + break; + } + } + + return result; +} + +async function _inferenceRefineIAB( + imageContents, + dialogueContent, + curTaxonomy +) { + const lowerTierTaxonomy = { + id: 0, + text: 'None', + score: 0, + usage: { + inputTokens: 0, + outputTokens: 0, + }, + }; + + if (curTaxonomy === undefined) { + return lowerTierTaxonomy; + } + + const tier1 = TaxonomyTier1 + .filter((x) => + x.Name === curTaxonomy.text)[0]; + + if (tier1 === undefined) { + return lowerTierTaxonomy; + } + + lowerTierTaxonomy.id = tier1.UniqueID; + lowerTierTaxonomy.text = curTaxonomy.text; + lowerTierTaxonomy.score = curTaxonomy.score; + + const childTaxonomies = _findAllChildrenTaxonomies([tier1]); + + if (childTaxonomies.length === 0) { + return lowerTierTaxonomy; + } + + const taxonomies = childTaxonomies + .map((x) => + x.Name); + taxonomies.push('None'); + + const example = { + text: 'Station Wagon', + score: 80, + }; + const responseFormat = `Return JSON format. An example of the output:\n${JSON.stringify(example)}\n. Skip any explanation.`; + + // construct the message sequence + const messages = []; + // images + messages.push({ + role: 'user', + content: imageContents, + }); + // has dialogues? + messages.push(ASSISTANT.ProvideDialogues); + // dialogues + messages.push({ + role: 'user', + content: dialogueContent, + }); + // other info? + messages.push(ASSISTANT.OtherInfo); + // lowerTierTaxonomy list of iab taxonomies + messages.push({ + role: 'user', + content: `Here is a list of IAB Taxonomies in tag:\n\n${taxonomies.join('\n')}\n\nOnly answer the IAB taxonomy from this list.`, + }); + // output format? + messages.push(ASSISTANT.OutputFormat); + // return format + messages.push({ + role: 'user', + content: responseFormat, + }); + // guardrail to only return JSON + messages.push(ASSISTANT.Prefill); + + const system = SYSTEM_IAB; + const modelId = MODEL_ID; + const modelParams = { + ...MODEL_PARAMS, + system, + messages, + }; + + const response = await _invokeEndpoint(modelId, modelParams); + + if (response === undefined) { + return lowerTierTaxonomy; + } + + const { + usage: { + input_tokens: inputTokens, + output_tokens: outputTokens, + }, + content = [], + } = response; + + lowerTierTaxonomy.usage = { + inputTokens, + outputTokens, + }; + + if (!(content[0] || {}).text) { + return lowerTierTaxonomy; + } + + const contentOutput = _parseOutputContent(content[0].text); + + if (!(contentOutput || {}).text) { + return lowerTierTaxonomy; + } + + const tier = childTaxonomies + .filter((x) => + x.Name === contentOutput.text)[0]; + + if (tier === undefined) { + return lowerTierTaxonomy; + } + + lowerTierTaxonomy.id = tier.UniqueID; + lowerTierTaxonomy.text = contentOutput.text; + lowerTierTaxonomy.score = contentOutput.score; + + console.log(`[inferenceIAB]: ${tier1.UniqueID} - ${curTaxonomy.text} (${curTaxonomy.score}) -> ${lowerTierTaxonomy.id} - ${lowerTierTaxonomy.text} (${lowerTierTaxonomy.score})`); + + return lowerTierTaxonomy; +} + +function _parseOutputContent(text) { + if (!text) { + return undefined; + } + + let jsonstring = text; + if (jsonstring[0] !== '{') { + jsonstring = `{${jsonstring}`; + } + + let data; + + try { + data = JSON.parse(jsonstring); + return data; + } catch (e) { + // do nothing + } + + // find '{' and '}' boundary to parse again. + let idx = jsonstring.indexOf('{'); + if (idx < 0) { + return undefined; + } + jsonstring = jsonstring.slice(idx); + + idx = jsonstring.lastIndexOf('}'); + if (idx < 0) { + return undefined; + } + jsonstring = jsonstring.slice(0, idx + 1); + + try { + data = JSON.parse(jsonstring); + } catch (e) { + // do nothing + } + + return data; +} + +function _setFilterSettings(userFilterSettings = {}) { + if (userFilterSettings.enhanceWithLLM !== undefined) { + FilterSettings.enhanceWithLLM = !!(userFilterSettings.enhanceWithLLM); + } +} + +module.exports = StateCreateSceneTaxonomy; diff --git a/source/main/analysis/post-process/states/scene-enhancement/index.js b/source/main/analysis/post-process/states/scene-enhancement/index.js new file mode 100644 index 0000000..2175b95 --- /dev/null +++ b/source/main/analysis/post-process/states/scene-enhancement/index.js @@ -0,0 +1,665 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 +const PATH = require('node:path'); +const { + AnalysisTypes: { + Transcribe, + Scene, + }, + CommonUtils, + WebVttTrack, + WebVttHelper, +} = require('core-lib'); +const BaseState = require('../shared/base'); + +const REKOGNITION = 'rekognition'; +const SPEECHES = 'speeches'; +const CONVERSATIONS = 'conversations'; +const DO_NOT_MERGE = [ + 'ColorBars', + 'BlackFrames', + 'StudioLogo', + 'Slate', + 'EndCredits', + // 'OpeningCredits', + // 'Content', + // 'undefined', +]; + +const FilterSettings = { + enhanceWithTranscript: true, +}; + +class StateSceneEnhancement extends BaseState { + constructor(event, context) { + super(event, context); + + const { + input: { + aiOptions: { + filters = {}, + }, + }, + } = this.stateData; + _setFilterSettings(filters[Scene]); + } + + static opSupported(op) { + return op === 'StateSceneEnhancement'; + } + + async process() { + const outputs = await this.downloadOutputs(); + + if (outputs === undefined) { + return this.stateData; + } + + const { + [SPEECHES]: speeches, + [CONVERSATIONS]: conversations, + [Scene]: { + scene: scenes = [], + }, + } = outputs; + + let merged = _mergeWithTranscript(scenes, speeches); + + merged = _mergeWithConversations(merged, conversations); + + outputs[Scene].scene = merged; + + // update webvtt track + const track = new WebVttTrack(); + merged.forEach((scene, idx) => { + scene.sceneNo = idx; + + // create vtt track + const text = `Scene ${String(scene.sceneNo).padStart(3, '0')} (${_toHHMMSS(scene.duration)})`; + const alignment = [ + 'align:start', + 'line:0%', + 'position:0%', + 'size:40%', + ].join(' '); + + track.addCue( + scene.timeStart, + scene.timeEnd, + text, + alignment + ); + + console.log(`[scene#${String(scene.sceneNo).padStart(3, '0')}]: ${String(scene.shotStart).padStart(4, ' ')} - ${String(scene.shotEnd).padStart(4, ' ')}, ${scene.smpteStart} -> ${scene.smpteEnd} (${_toHHMMSS(scene.duration, true)}) [${scene.technicalCueType}] FadeInOut = [${!!scene.fadeInBlack}, ${!!scene.fadeOutBlack}]`); + }); + + const { + input: { + destination: { + bucket: proxyBucket, + }, + }, + data: { + video: { + [REKOGNITION]: { + [Scene]: { + metadata: sceneMetadataKey, + vtt: sceneVttKey, + }, + }, + }, + }, + } = this.stateData; + + const promises = []; + + let parsed = PATH.parse(sceneMetadataKey); + promises.push(CommonUtils.uploadFile( + proxyBucket, + parsed.dir, + parsed.base, + outputs[Scene] + )); + + parsed = PATH.parse(sceneVttKey); + promises.push(CommonUtils.uploadFile( + proxyBucket, + parsed.dir, + parsed.base, + { + [Scene]: track.toString(), + } + )); + + return Promise.all(promises) + .then(() => + this.stateData); + } + + async downloadOutputs() { + try { + const { + input: { + destination: { + bucket: proxyBucket, + }, + aiOptions: { + scene, + transcribe, + }, + }, + data: { + audio: { + [Transcribe]: { + vtt: transcribeVtt, + conversations, + }, + }, + video: { + [REKOGNITION]: { + [Scene]: { + metadata: sceneMetadata, + }, + }, + }, + }, + } = this.stateData; + + const features = (scene && transcribe); + if (!features) { + throw new Error('scene detection not enabled'); + } + + let promises = []; + + // download transcribe + promises.push(_downloadSpeeches(proxyBucket, transcribeVtt, SPEECHES)); + + // download conversations + let conversationsKey = conversations; + if (conversationsKey === undefined) { + conversationsKey = PATH.join( + PATH.parse(transcribeVtt).dir, + 'conversations.json' + ); + } + promises.push(_downloadConversations(proxyBucket, conversationsKey, CONVERSATIONS)); + // download scenes + promises.push(CommonUtils.download(proxyBucket, sceneMetadata) + .then((res) => ({ + [Scene]: JSON.parse(res.toString()), + }))); + + promises = await Promise.all(promises); + promises = promises.reduce((a0, c0) => ({ + ...a0, + ...c0, + })); + + return promises; + } catch (e) { + console.log( + 'WARN:', + 'downloadOutputs', + e.message + ); + + return undefined; + } + } +} + +function _mergeWithTranscript(scenes, speeches) { + if (FilterSettings.enhanceWithTranscript === false) { + return scenes; + } + + if (speeches.length === 0 || scenes.length === 0) { + return scenes; + } + + const orig = scenes.length; + console.log(`==== ORIGINAL: ${orig} scenes`); + + scenes.forEach((scene) => { + console.log(`[scene#${String(scene.sceneNo).padStart(3, '0')}]: ${String(scene.shotStart).padStart(4, ' ')} - ${String(scene.shotEnd).padStart(4, ' ')}, ${scene.smpteStart} -> ${scene.smpteEnd} (${_toHHMMSS(scene.duration, true)}) [${scene.technicalCueType}]`); + }); + + let merged = []; + let stack = []; + + while (scenes.length) { + const scene = scenes.shift(); + + if (DO_NOT_MERGE.includes(scene.technicalCueType)) { + // empty stack + if (stack.length > 0) { + const _scenes = _mergeScenes(stack, speeches); + merged = merged.concat(_scenes); + stack = []; + } + merged.push(scene); + continue; + } + + stack.push(scene); + } + + // empty the stack + if (stack.length > 0) { + const _scenes = _mergeScenes(stack, speeches); + merged = merged.concat(_scenes); + stack = []; + } + + console.log(`==== MERGED: ${merged.length} scenes`); + console.log(`Merge scenes with speech segments: ${orig} -> ${merged.length}`); + + return merged; +} + +function _mergeWithConversations( + scenes, + conversations +) { + if (conversations.length === 0 || scenes.length === 0) { + return scenes; + } + + const orig = scenes.length; + + let merged = []; + + for (let i = 0; i < conversations.length; i += 1) { + const conversation = conversations[i]; + + const { + start, + end, + } = conversation; + + let stack = []; + + while (scenes.length) { + const scene = scenes[0]; + + const { + timeStart, + timeEnd, + technicalCueType, + fadeOutBlack, + } = scene; + + if (timeStart > end) { + break; + } + + if (timeEnd < start) { + merged.push(scene); + scenes.shift(); + continue; + } + + if (DO_NOT_MERGE.includes(technicalCueType)) { + if (stack.length > 0) { + const combined = _mergeFromStack(stack); + merged.push(combined); + + stack = []; + } + merged.push(scene); + scenes.shift(); + continue; + } + + if (fadeOutBlack) { + stack.push(scene); + const combined = _mergeFromStack(stack); + merged.push(combined); + + stack = []; + scenes.shift(); + continue; + } + + stack.push(scene); + scenes.shift(); + } + + if (stack.length > 0) { + const combined = _mergeFromStack(stack); + merged.push(combined); + } + } + + if (scenes.length > 0) { + merged = merged.concat(scenes); + } + + merged.sort((a, b) => + a.timeStart - b.timeStart); + + console.log(`==== MERGED: ${merged.length} scenes`); + console.log(`Merge scenes with speech segments: ${orig} -> ${merged.length}`); + + return merged; +} + +function _mergeFromStack(stack) { + let combined; + + if (stack.length === 1) { + combined = stack[0]; + } else { + stack.sort((a, b) => + a.timeStart - b.timeStart); + combined = _mergeAB(stack[0], stack[stack.length - 1]); + } + return combined; +} + +function _mergeScenes(scenes, speeches = []) { + const stack = []; + + if (scenes.length === 0) { + return stack; + } + + stack.push(scenes[0]); + + for (let i = 1; i < scenes.length; i += 1) { + const prev = stack[stack.length - 1]; + const cur = scenes[i]; + + // if we find speeches in these timestamps, merge the scenes + const [min, max] = _findSpeechIndices( + speeches, + [prev.timeEnd, cur.timeStart] + ); + + if (min >= 0 || max >= 0) { + const merged = _mergeAB(prev, cur); + stack.pop(); + stack.push(merged); + continue; + } + + stack.push(cur); + } + + console.log(`Scenes = ${scenes.length}, Merged = ${stack.length}`); + + stack.forEach((item, idx) => { + item.sceneNo = idx; + }); + + for (let i = 1; i < stack.length; i += 1) { + const prev = stack[i - 1]; + const cur = stack[i]; + + if (Math.abs(prev.timeEnd - cur.timeStart) > 300) { + console.log(`=== DISCONTINUITY: ${prev.smpteEnd} - ${cur.smpteStart}`); + } + + if (cur.duration < 4000) { + console.log(`=== SHORT SCENE (<4s): ${cur.smpteStart} - ${cur.smpteEnd}`); + } + } + + return stack; +} + +function _findSpeechIndices(speeches, timestamps) { + const indices = []; + + const [timeA, timeB] = timestamps; + + for (let j = 0; j < speeches.length; j += 1) { + const speech = speeches[j]; + const { + start, + end, + } = speech; + + if (end < timeA) { + continue; + } + + if (start > timeB) { + break; + } + + indices.push(j); + } + + if (indices.length === 0) { + return [-1, -1]; + } + + return [ + Math.min(...indices), + Math.max(...indices), + ]; +} + +function _mergeAB(sceneA, sceneB) { + console.log(`=== MERGING ${sceneA.sceneNo}, ${sceneB.sceneNo}`); + const { + sceneNo, + shotStart, + frameStart, + timeStart, + smpteStart, + keyStart, + technicalCueType, + simStart, + fadeInBlack, + } = sceneA; + const { + shotEnd, + frameEnd, + timeEnd, + smpteEnd, + keyEnd, + simEnd, + fadeOutBlack, + } = sceneB; + + const merged = { + sceneNo, + shotStart, + frameStart, + timeStart, + smpteStart, + keyStart, + shotEnd, + frameEnd, + timeEnd, + smpteEnd, + keyEnd, + technicalCueType, + simStart, + simEnd, + fadeInBlack, + fadeOutBlack, + }; + + merged.duration = timeEnd - timeStart; + + return merged; +} + +async function _downloadSpeeches( + bucket, + key, + field +) { + const parsed = PATH.parse(key); + + if (parsed.ext === '.json') { + return CommonUtils.download(bucket, key) + .then((res) => { + // convert to milliseconds + res[field] + .forEach((item) => { + item.start = Math.round(item.start * 1000); + item.end = Math.round(item.end * 1000); + }); + return res; + }); + } + + if (parsed.ext === '.vtt') { + return WebVttHelper.download(bucket, key) + .then((res) => { + const cues = res.cues + .map((cue) => ({ + start: Math.round(cue.start * 1000), + end: Math.round(cue.end * 1000), + })) + .sort((a, b) => { + if (a.start < b.start) { + return -1; + } + if (a.start > b.start) { + return 1; + } + return b.end - a.end; + }); + + // check for speech collision + const stack = []; + + if (cues.length > 0) { + stack.push(cues[0]); + + for (let i = 1; i < cues.length; i += 1) { + const prev = stack[stack.length - 1]; + const cur = cues[i]; + + if (cur.start <= prev.end) { + const item = { + start: Math.min(cur.start, prev.start), + end: Math.max(cur.end, prev.end), + }; + stack.pop(); + stack.push(item); + continue; + } + + // merge short pauses + if ((cur.start - prev.end) < 400) { + const item = { + start: Math.min(cur.start, prev.start), + end: Math.max(cur.end, prev.end), + }; + stack.pop(); + stack.push(item); + continue; + } + + stack.push(cur); + } + } + + return { + [field]: stack, + }; + }); + } + + return { + [field]: [], + }; +} + +async function _downloadConversations( + bucket, + key, + field +) { + if (key === undefined) { + return undefined; + } + + return CommonUtils.download(bucket, key) + .then((res) => { + const parsed = []; + + const { + chapters = [], + } = JSON.parse(res); + + for (let i = 0; i < chapters.length; i += 1) { + const chapter = chapters[i]; + const { + start, + end, + reason, + } = chapter; + + const _start = _toMilliseconds(start); + if (_start < 0) { + continue; + } + + const _end = _toMilliseconds(end); + if (_end < 0) { + continue; + } + + parsed.push({ + start: _start, + end: _end, + reason, + }); + } + + parsed.sort((a, b) => + a.start - b.start); + + return { + [field]: parsed, + }; + }) + .catch((e) => ({ + [field]: [], + })); +} + +function _toMilliseconds(timestamp) { + if (typeof timestamp === 'number') { + return timestamp; + } + + // 00:00:21.520 + const regex = /^([0-9]+):([0-9]+):([0-9]+)\.([0-9]+)$/; + const matched = timestamp.match(regex); + + if (!matched) { + return -1; + } + const hh = Number(matched[1]); + const mm = Number(matched[2]); + const ss = Number(matched[3]); + const ms = Number(matched[4]); + + return ( + (hh * 3600000) + + (mm * 60000) + + (ss * 1000) + + ms + ); +} + +function _toHHMMSS(msec, withMsec) { + return CommonUtils.toHHMMSS(msec, withMsec); +} + +function _setFilterSettings(userFilterSettings = {}) { + if (userFilterSettings.enhanceWithTranscript !== undefined) { + FilterSettings.enhanceWithTranscript = !!(userFilterSettings.enhanceWithTranscript); + } +} + +module.exports = StateSceneEnhancement; diff --git a/source/main/analysis/post-process/states/shared/base.js b/source/main/analysis/post-process/states/shared/base.js new file mode 100644 index 0000000..881a7ac --- /dev/null +++ b/source/main/analysis/post-process/states/shared/base.js @@ -0,0 +1,50 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const THRESHOLD_LAMBDA_TIMEOUT = 60 * 1000; + +class BaseState { + constructor(event, context) { + this.$event = event; + this.$context = context; + + this.$stateData = event; + if ((event.stateExecution || {}).Input !== undefined) { + this.$stateData = event.stateExecution.Input; + } + + let fn = () => + THRESHOLD_LAMBDA_TIMEOUT * 2; + if (typeof (context || {}).getRemainingTimeInMillis === 'function') { + fn = context.getRemainingTimeInMillis; + } + this.$fnGetRemainingTime = fn.bind(); + } + + get event() { + return this.$event; + } + + get context() { + return this.$context; + } + + get stateData() { + return this.$stateData; + } + + async process() { + return this.stateData; + } + + lambdaTimeout() { + const remainingTime = this.$fnGetRemainingTime(); + return (remainingTime - THRESHOLD_LAMBDA_TIMEOUT) <= 0; + } + + static opSupported(op) { + return false; + } +} + +module.exports = BaseState; diff --git a/source/main/analysis/video/README.md b/source/main/analysis/video/README.md index a6cb4eb..ba6e44c 100644 --- a/source/main/analysis/video/README.md +++ b/source/main/analysis/video/README.md @@ -1,19 +1,19 @@ -# Analysis Video State Machine +# Video Analysis State Machine -The Analysis Video State Machine is one of the most complex state machines in the Media2Cloud guidance as it supports various different scenarios including video-based analysis using Amazon Rekognition Video APIs, frame-based analysis using Amazon Rekognition Image APIs, and custom detection using Amazon Rekognition Custom Labels feature. +The Video Analysis State Machine focuses on analyzing the "visual" part of the media file. It is the core component of the Media2Cloud analysis workflow but is also the most complex state machine. The Video Analysis workflow is built to handle different scenarios such as leveraging Amazon Rekognition Video APIs for asynchronous processes, processing frame images by using Amazon Rekognition Image APIs and custom machine learning models (Amazon Rekognition Custom Label models or opensource ML models). -The state machine composes with three parallel branches of operations: one handles the video-based analysis, one handles the frame-based analysis, and the last one handles the custom detection. This chapter discusses the operations in each of the parallel branches. - -The video-based analysis branch uses the [Service Backlog Management System](../../../layers/service-backlog-lib/README.md) to process in order to support large number of analysis requests and to avoid hitting [Amazon Rekognition Video default concurrent limits](https://docs.aws.amazon.com/rekognition/latest/dg/limits.html#:~:text=Amazon%20Rekognition%20Video%20can%20analyze,20%20concurrent%20jobs%20per%20account.) which is 20 concurrent jobs. +The state machine starts with executing two parallel branches: one branch handles the Video Based analysis leveraging Amazon Rekognition Video asynchronous APIs and another branch handles the Frame Based analysis leveraging Amazon Rekognition Image APIs and other opensource machine learning models. +The Video Based analysis branch also uses the [Service Backlog Management System](../../../layers/service-backlog-lib/README.md) to support a large number of analysis requests and to avoid hitting [Amazon Rekognition Video default concurrent limits](https://docs.aws.amazon.com/rekognition/latest/dg/limits.html#:~:text=Amazon%20Rekognition%20Video%20can%20analyze,20%20concurrent%20jobs%20per%20account.) which is `20` concurrent jobs. ![Analysis Video state machine](../../../../deployment/tutorials/images/analysis-video-state-machine.png) -__ - ## Execution input + The state execution input is similar to the [Analysis Main State Machine](../main/README.md#execution-input) with additional fields generated (or modified) by the [Prepare analysis](../main/README.md#state-prepare-analysis) state. +Here is the subset of the input parameters that are relevant to this workflow. + ```json { @@ -55,298 +55,198 @@ The state execution input is similar to the [Analysis Main State Machine](../mai } ``` -| Field | Description | Comments | -| :-----| :-----------| :---------| -| input.duration | indicates the video duration | Information extracted from MediaInfo | -| input.framerate | indicates the video framerate | Information extracted from MediaInfo | -| input.aiOptions.minConfidence | Minimum confidence level to return from the detection APIs | | -| input.aiOptions.celeb | Run celebrity detection | | -| input.aiOptions.face | Run face detection | | -| input.aiOptions.facematch | Search face against your own Face Collection | ```faceCollectionId``` field must be present | -| input.aiOptions.faceCollectionId | Specify the Face Collection to use | facematch field must be true | -| input.aiOptions.label | Run label detection | | -| input.aiOptions.moderation | Run content moderation label detection | | -| input.aiOptions.person | Run people pathing detection | Amazon Rekogintion Video API only | -| input.aiOptions.text | Run text detection | | -| input.aiOptions.textROI | Specify region of interest when running text detection | text field must be true. If region of interest is not present, use the entire image | -| input.aiOptions.segment | Run video segment detection | Amazon Rekogintion Video API only | -| _input.aiOptions.customlabel_ | Run custom detection using Amazon Rekognition Custom Labels (CL) models | ```customLabelModels``` field must be specified | -| _input.aiOptions.customLabelModels_ | Specify the CL model(s) to be used to run the analysis. This field is an array of the model names. You can specify _TWO_ models at most | ```customlabel``` field must also be _true_ | -| input.aiOptions.segment | Run video segment detection | Amazon Rekogintion Video API only | -| input.aiOptions.framebased | Run detections on the frame images extracted from the video file using Amazon Rekognition Image APIs instead of Amazon Rekognition Video APIs | ```segment``` and ```person``` detections continue to use Amazon Rekognition Video APIs | -| input.aiOptions.frameCaptureMode | When opt-in to use Frame-based analysis, this field specifies the frame capture rate such as ```1 frame every 2 seconds```, ```1 frame every second```, and so forth. The full list can be found in [source/layers/core-lib/lib/frameCaptureMode.js](../../../layers/core-lib/lib/frameCaptureMode.js) | ```framebased``` field must be _true_ or custom label detection is enabled. | -| input.video.enabled | indicates video analysis is required | Must be true | -| input.video.key | the MP4 proxy video generated by AWS Elemental MediaConvert | Must exist | -| input.request.timestamp | request timestamp | If present, the timestamp (_DATETIME_) is concatenated to the path to store the raw analysis results | +## State Descriptions -__ - -## _Frame-based detection branch_ +#### _State: Start video analysis_ -_The Frame-based analysis is a new feature in V3 that allows you to analyze the video file by using the frame images extracted from the video file and using Amazon Rekognition Image APIs instead of the Video APIs. It also allows you to specify the rate (1 frame per second, 2 frames per second, and so forth) to run the detections. The Frame-based detection uses [RecognizeCelebrities](https://docs.aws.amazon.com/rekognition/latest/dg/API_RecognizeCelebrities.html), [DetectFaces](https://docs.aws.amazon.com/rekognition/latest/dg/API_DetectFaces.html), [SearchFacesByImage](https://docs.aws.amazon.com/rekognition/latest/dg/API_SearchFacesByImage.html), [DetectLabels](https://docs.aws.amazon.com/rekognition/latest/dg/API_DetectLabels.html), [DetectModerationLabels](https://docs.aws.amazon.com/rekognition/latest/dg/API_DetectModerationLabels.html) and [DetectText](https://docs.aws.amazon.com/rekognition/latest/dg/API_DetectText.html) APIs._ +A Parallel state executes the Video Based analysis and Frame Based analysis branches concurrently. -__ +#### _State: Video based detection iterators_ -## State: Frame-based detection iterators -A state where a lambda function prepares the map data which is an array of JSON objects (iterators) providing the data required to run in the [Amazon Step Functions Map state iterator](https://docs.aws.amazon.com/step-functions/latest/dg/amazon-states-language-map-state.html). Each iterator within the Map state runs the corresponding Amazon Rekognition Image API. +The lambda function prepares the iterators to run the video based analysis for specific Rekognition features such as celebrity, face match, and others. -The iterators (JSON objects) created by the lambda function are as follows: +Here is a snippset of two iterators: one for `celeb` and one for `facematch` detections. ```json -[ - { - "uuid": "UUID", +{ + "data": { + "iterators": [ + { + "uuid": "[UUID]", "status": "NOT_STARTED", "progress": 0, "data": { - "label": { - "bucket": "PROXY_BUCKET", - "prefix": "OUTPUT_PREFIX/", - "key": "PROXY_VIDEO_KEY", - "duration": 62439, - "frameCaptureMode": 1002, - "framerate": 30, - "requestTime": 1637756776971, - "minConfidence": 80, - "sampling": 2000, - "cursor": 0, - "numOutputs": 0, - "frameCapture": { - "prefix": "FRAME_IMAGES_PREFIX/", - "numFrames": 31, - "numerator": 500, - "denominator": 1000 - }, - } - } - }, - { - ..., - "data": { - "celeb": {...} + "celeb": { + "bucket": "[PROXY_BUCKET]", + "prefix": "[PREFIX]", + "key": "[MP4_KEY]", + "duration": 90070, + "framerate": 29.97, + "requestTime": 1711719992712, + "minConfidence": 80, + "cursor": 0, + "numOutputs": 0 + } } - }, - { - ..., + }, + { + "uuid": "[UUID]", + "status": "NOT_STARTED", + "progress": 0, "data": { - "face": {...} + "facematch": { + "bucket": "[PROXY_BUCKET]", + "prefix": "[PREFIX]", + "key": "[MP4_KEY]", + "duration": 90070, + "framerate": 29.97, + "requestTime": 1711719992712, + "minConfidence": 80, + "cursor": 0, + "numOutputs": 0, + "faceCollectionId": "autofaceindexer" + } } - }, - ... -] -``` - -| Field | Description | Comments | -| :-----| :-----------| :---------| -| uuid | UUID of the video file | | -| status | current status of the operation | Optional | -| progress | current progress of the operation | Optional | -| data.\[label\|celeb\|face\] | a key that identifies the specific detection type to run within the Map state iterator | Mandatory | -| data.label.bucket | proxy bucket name | A bucket to store the detection outputs | -| data.label.prefix | output prefix | A prefix folder of where the outputs should be stored in the proxy bucket | -| data.label.key | the proxy video location | | -| data.label.duration | duration of the video file | | -| data.label.frameCaptureMode | frame capture mode | | -| data.label.framerate | actual framerate of the video file | | -| data.label.requestTime | request time of when the workflow starts | This field is used to concatenate as _DATETIME_ to the output prefix to store the raw results | -| data.label.minConfidence | Minimum confidence level to return the detection results | | -| data.label.sampling | indicates the distance (in milliseconds) between two image frames | This field is used later on to compute the drift of the detected label between frames | -| data.label.cursor | current position of the process | Used to keep track of the process such as how many of the frames remained to process | -| data.label.numOutputs | total number of outputs created | | -| data.label.frameCapture.prefix | indicates the locations of the frame images extracted by AWS Elemental MediaConvert service | | -| data.label.frameCapture.numFrames | indicates total number of frames extracted | The number of frames to run the detections | -| data.label.frameCapture.numerator | frame capture rate | This field is used to convert the frame number to the timestamp related to the video file | -| data.label.frameCapture.denominator | frame capture rate | This field is used to convert the frame number to the timestamp related to the video file | - -__ - -## State: Detect frame (Iterator) -A Map Iterator state where a lambda function loops through frame images, runs the specific detection, parses and stores the raw results to the proxy bucket under _s3://PROXY_BUCKET/OUTPUT_PREFIX/raw/DATETIME/rekognition/\[celeb\|label\|face\|facematch\|moderation\|text\]/XXX.json_. - -__ - -## State: More frames (Iterator)? -A Choice state checks _$.status_ field to ensure all the frames are processed. If _$.status_ is not set to _COMPLETED_, it transitions back to ```Detect frame (Iterator)``` state to continue. - -__ - -## State: Detect frame completed -An End state to indicate the detection of this specific Map state iteration has completed. - -__ - -## State: Frame-based track iterators -A state where a lambda function joins the outputs from the previous Map iterations and prepares the next Map iterations to create tracks and index the metadata. - -__ - -## State: Create frame-based track (Iterator) -A state where a lambda function parses the raw detection results and creates numbers of metadata files, _timeseries_, _timelines_, _WebVTT_, and _EDL_ files. - -The timeseries metadata files are used by the frontend webapp to construct the time sequeunce graph, see [Appendix A: Timeseries metadata format](#appendix-a-timeseries-metadata-format). Unlike the timeseries metadata where it provides discrete timestamp of the detected label, the timelines metadata files are created to consolidate individual timestamps of a detected label to provide continuous segments (with start and end time) of the detected label by computing drifts of the adjacent timestamps and position, see [Appendix B: Timelines metadata format](#appendix-b-timelines-metadata-format). The timelines metadata is used to generate the WebVtt track as well as to index into the Amazon OpenSearch cluster. The WebVTT track file converts the timelines metadata into .vtt files, see [Appendix C: WebVTT format](#appendix-c-webvtt-format). The EDL (Edit Decision List) file is specific to the Amazon Rekognition Segment detection, see [Appendix D: Edit Decision List format](#appendix-d-edit-decision-list-format). - -All metadata files are stores in the proxy bucket with the path pattern as follows: - -_s3://PROXY_BUCKET/OUTPUT_PREFIX/\[timeseries\|metadata\|vtt\|edl\]/\[celeb\|label\|face\|facematch\|moderation\|text\]/LABEL.json_ - -__ - -## State: More frame-based tracks (Iterator)? -A Choice state checks _$.status_ field. If the field is set to _COMPLETED_ indicating all labels are processed, it transitions to ```Index frame-based analysis (Iterator)``` state. Otherwise, it moves back to ```Create frame-based track (Iterator)``` state to continue the rest of the labels. - -__ - -## State: Index frame-based analysis (Iterator) -A state where a lambda function downloads, parses the timelines metadata file, and index the detected label with timestamps to the Amazon OpenSearch cluster under \[celeb\|label\|face\|facematch\|moderation\|text\] indice correspondingly. - -__ - -## _Video-based detection branch_ - -_The Video-based analysis branch analyzes the video file by using Amazon Rekognition Video APIs instead of the Video APIs included [StartCelebrityRecognition](https://docs.aws.amazon.com/rekognition/latest/dg/API_StartCelebrityRecognition.html), [StartContentModeration](https://docs.aws.amazon.com/rekognition/latest/dg/API_StartContentModeration.html), [StartFaceDetection](https://docs.aws.amazon.com/rekognition/latest/dg/API_StartFaceDetection.html), [StartFaceSearch](https://docs.aws.amazon.com/rekognition/latest/dg/API_StartFaceSearch.html), [StartLabelDetection](https://docs.aws.amazon.com/rekognition/latest/dg/API_StartLabelDetection.html), [StartPersonTracking](https://docs.aws.amazon.com/rekognition/latest/dg/API_StartPersonTracking.html), [StartSegmentDetection](https://docs.aws.amazon.com/rekognition/latest/dg/API_StartSegmentDetection.html) and [StartTextDetection](https://docs.aws.amazon.com/rekognition/latest/dg/API_StartTextDetection.html) APIs._ + } + ] + } +} -__ +``` -## State: Video-based detection iterators -Similar to [State: Frame-based detection iterators](#state-frame-based-detection-iterators), the state lambda function prepares the Map Iterator data to run the video based detection map state. +#### _State: Video based analysis_ -__ +The Map state maps the array items specified in the `$.data.iterators[*]` to each Map iteration and executes them concurrently. -## State: Start detection and wait (Iterator) +#### _State: Run video based detection_ -A Map Iterator state where a lambda function starts a specific video detection by registering the request to the [Service Backlog Management System](../../../layers/service-backlog-lib/README.md) and waits for the Backlog service to start the process by using the [Step Functions Service Integration Pattern](https://docs.aws.amazon.com/step-functions/latest/dg/connect-to-resource.html) discussed in an earlier chapter. The diagram shown below demonstrates the wiring of the service integration pattern and backlog management system. +This is the sub-state machine that handles the video based analysis workflow. Refer to [Video Based Detection State Machine](./README_VIDEO_BASED_WORKFLOW.md) for more details. +#### _State: Run dynamic frame segmentation_ -![Analys Video Backlog Service Integration](../../../../deployment/tutorials/images/analysis-video-backlog-rekognition-video.png) +This is the sub-state machine that handles the Dynamic Frame Segmentation workflow. Refer to [Dynamic Frame Segmentation State Machine](./README_DYNAMIC_FRAME_WORKFLOW.md) for more details. -In _Step 1_, the _Start detection and wait_ state lambda function registers a request to the Service Backlog Management System to start the video detection. The Service Backlog queues the request internally and starts the process whenever possilbe. +#### _State: Start frame-based analysis_ -The state lambda then stores the backlog request ID and the state machine execution token to the _service-token_ table in _Step 2_. +Once the frame images have been selected, the Parallel state executes both Frame based detection and Custom model detection branches concurrently. -When Amazon Rekognition Video service picks up the job from the backlog queue and finishes, the Service Backlog Management System sends an event to the Amazon EventBridge where an Event Rule is configured to listen to _Service Backlog Status Change_ event and triggers a lambda function (_analysis-status-updater_) to process in _Step 3, 4 and 5_. +#### _State: Frame based detection iterators_ -The _analysis-status-updater_ lambda function fetches the execution token from the _service-token_ table using the backlog request ID and notifies the state machine to resume the execution in _Step 6 & 7_, described in [Analysis Workflow Status Updater](../automation/status-updater/README.md) +The lambda function prepares the iterators to run the frame based detection in parallel. -The state machine transitions to the next state, _Collect detection results_ state. +#### _State: Frame based analysis_ -__ +The Map state maps the array items to each Map iterator and executes them concurrently. -## State: Collect detection results (Iterator) -A Map Iterator state where a lambda function calls Amazon Rekognition GetXXXDetection API to download the detection results and stores them to _s3://PROXY_BUCKET/OUTPUT_PREFIX/raw/DATETIME/rekognition/\[celeb\|label\|face\|facematch\|moderation\|text\|segment\|person\]/XXX.json_ +#### _State: Run frame based detection_ -__ +This is the sub-state machine that handles the frame based analysis workflow. Refer to [Frame Based Detection State Machine](./README_FRAME_BASED_WORKFLOW.md) for more details. -## State: Create video-based track (Iterator) -Similar to [State: Create frame-based track (Iterator)](#state-create-frame-based-track-iterator) +#### _State: Custom model detection iterators_ -__ +The lambda function prepares the iterators to run the custom model detection in parallel. -## State: More video-based tracks (Iterator)? -Similar to [State: More frame-based tracks (Iterator)?](#state-more-frame-based-tracks-iterator) +#### _State: Custom model analysis_ -__ +The Map state maps the array items to each Map iterator and executes them concurrently. -## State: Index video-based analysis (Iterator) -Similar to [State: Index frame-based analysis (Iterator)](#state-index-frame-based-analysis-iterator) +#### _State: Run custom model detection_ -__ +This is the sub-state machine that handles the custom model analysis workflow. Refer to [Custom Model Detection State Machine](./README_CUSTOM_MODEL_WORKFLOW.md) for more details. -## _Custom detection branch_ +#### _State: Video analysis completed_ -_The Custom detection branch is specific to detection that uses Amazon Rekognition Custom Labels (CL) model. Unlike the frame-based or the video-based analysis where the Media2Cloud guidance simply calls the Amazon Rekognition APIs and waits for the results, using Amazon Rekognition Custom Labels (CL) model requires us to start the model [StartProjectVersion](https://docs.aws.amazon.com/rekognition/latest/dg/API_StartProjectVersion.html), wait for the model to become active, run the analysis, stop the model [StopProjectVersion](https://docs.aws.amazon.com/rekognition/latest/dg/API_StopProjectVersion.html) when no other process is using the model. The Media2Cloud guidance has a built-in logic to manage the runtime of the CL models to minimze the cost, see more details in [Backlog Custom Labels State Machine](../../../backlog/custom-labels/README.md)._ +After the parallel branches have completed, the lambda function merges the parallel outputs. -__ +## Metadata location -## State: Custom detection iterators -Similar to [State: Frame-based detection iterators](#state-frame-based-detection-iterators), the state lambda function prepares the Map Iterator data to run the custom detection map state. +The Video Analysis State Machine generates various output files, which are stored in the specified locations. -The difference is that each of the map iterator data also contains information about the Custom Labels model. +|Output|Location| +|:--|:--| +|####|**Amazon Rekognition Celebrity**| +|Original JSON|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/raw/[DATE_TIME]/rekognition/celeb/00000000.json| +|Generated mapfile|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/raw/[DATE_TIME]/rekognition/celeb/mapFile.json| +|Generated metadata|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/metadata/celeb/celeb.json| +|Generated timeseries|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/timeseries/celeb/celeb.json| +|Generated vtt track|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/vtt/celeb/celeb.json| +|####|**Amazon Rekognition Face**| +|Original JSON|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/raw/[DATE_TIME]/rekognition/face/00000000.json| +|Generated mapfile|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/raw/[DATE_TIME]/rekognition/face/mapFile.json| +|Generated metadata|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/metadata/face/face.json| +|Generated timeseries|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/timeseries/face/face.json| +|Generated vtt track|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/vtt/face/face.json| +|####|**Amazon Rekognition SearchFace**| +|Original JSON|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/raw/[DATE_TIME]/rekognition/facematch/00000000.json| +|Generated mapfile|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/raw/[DATE_TIME]/rekognition/facematch/mapFile.json| +|Generated metadata|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/metadata/facematch/facematch.json| +|Generated timeseries|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/timeseries/facematch/facematch.json| +|Generated vtt track|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/vtt/facematch/facematch.json| +|####|**Amazon Rekognition Label**| +|Original JSON|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/raw/[DATE_TIME]/rekognition/label/00000000.json| +|Generated mapfile|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/raw/[DATE_TIME]/rekognition/label/mapFile.json| +|Generated metadata|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/metadata/label/label.json| +|Generated timeseries|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/timeseries/label/label.json| +|Generated vtt track|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/vtt/label/label.json| +|####|**Amazon Rekognition Content Moderation**| +|Original JSON|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/raw/[DATE_TIME]/rekognition/moderation/00000000.json| +|Generated mapfile|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/raw/[DATE_TIME]/rekognition/moderation/mapFile.json| +|Generated metadata|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/metadata/moderation/moderation.json| +|Generated timeseries|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/timeseries/moderation/moderation.json| +|Generated vtt track|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/vtt/moderation/moderation.json| +|####|**Amazon Rekognition Text**| +|Original JSON|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/raw/[DATE_TIME]/rekognition/text/00000000.json| +|Generated mapfile|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/raw/[DATE_TIME]/rekognition/text/mapFile.json| +|Generated metadata|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/metadata/text/text.json| +|Generated timeseries|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/timeseries/text/text.json| +|####|**Amazon Rekognition Segment**| +|Original JSON|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/raw/[DATE_TIME]/rekognition/segment/00000000.json| +|Generated mapfile|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/raw/[DATE_TIME]/rekognition/segment/mapFile.json| +|Generated metadata|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/metadata/segment/segment.json| +|Generated vtt track|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/vtt/segment/segment.json| +|Generated EDL track|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/edl/segment/segment.zip| +|####|**Scene detection**| +|Generated mapfile|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/metadata/scene/scene.json| +|Generated vtt track|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/vtt/scene/scene.json| +|####|**Ad Break detection**| +|Generated mapfile|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/metadata/adbreak/adbreak.json| +|####|**Dynamic Frame Analysis**| +|Frame Segmentation JSON|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/transcode/frameCapture/framesegmentation.json| -```json -[ - { - "data": { - "customlabel": { - ..., - "customLabelModels": "CUSTOM_LABEL_MODEL_1", - "inferenceUnits": 5, - } - } - }, - { - "data": { - "customlabel": { - ..., - "customLabelModels": "CUSTOM_LABEL_MODEL_2", - "inferenceUnits": 5, - } - } - } -] -``` -| Field | Description | Comments | -| :-----| :-----------| :---------| -| data.customlabel.customLabelModels | A specific CL model name and version | | -| data.customlabel.inferenceUnits | Numbers of inference unit to start the model (1 to 5) | To reduce the analysis time, the Media2Cloud guidance always starts the CL model with 5 inference unit. | - -__ - -## State: Start custom and wait (Iterator) -A state where a lambda function finds the most latest and runnable CL model using [DescribeProjectVersions](https://docs.aws.amazon.com/rekognition/latest/dg/API_DescribeProjectVersions.html) API. It then registers the request to the [Service Backlog Management System](../../../layers/service-backlog-lib/README.md) and waits for the process to complete. - -Internally the Service Backlog Management System starts a new state machine execution, [Backlog Custom Labels State Machine](../../../backlog/custom-labels/README.md) to process the request. - -__ - -## State: Collect custom results (Iterator) -A state where a lambda function downloads, parses the Custom Labels detection results and stores the detection results to _s3://PROXY_BUCKET/OUTPUT_PREFIX/raw/DATETIME/rekognition/customlabel/CUSTOM_LABEL_MODEL/XXX.json_. - -__ - -## State: Create custom track (Iterator) -Similar to [State: Create frame-based track (Iterator)](#state-create-frame-based-track-iterator) - -__ - -## State: More custom tracks (Iterator)? -Similar to [State: More frame-based tracks (Iterator)?](#state-more-frame-based-tracks-iterator) - -__ - -## State: Index custom analysis (Iterator) -Similar to [State: Index frame-based analysis (Iterator)](#state-index-frame-based-analysis-iterator) - -__ - -## State: Video analysis completed -The final state of the video analysis state machine where a lambda function collects and joins the outputs from all detection branches - -__ ## AWS Lambda function (analysis-video) -The analysis-video lambda function provides the implementation to support different states of the Analysis Video state machine. The following AWS XRAY trace diagram demonstrates the AWS services this lambda function communicates to. -![Analysis Video Lambda function](../../../../deployment/tutorials/images/analysis-video-lambda.png) +The analysis-video lambda function provides the implementation to support different states of the Analysis Video state machine. -__ +## IAM Role Policy -## IAM Role Permission +The IAM role policy for the analysis-video lambda function is provided. ```json { "Version": "2012-10-17", "Statement": [ + { + "Action": [ + "logs:CreateLogGroup", + "logs:CreateLogStream", + "logs:PutLogEvents" + ], + "Resource": "[CLOUDWATCH_LOGS]", + "Effect": "Allow" + }, { "Action": "s3:ListBucket", - "Resource": "PROXY_BUCKET", + "Resource": "[PROXY_BUCKET]", "Effect": "Allow" }, { "Action": [ "s3:GetObject", - "s3:PutObject" + "s3:PutObject", + "s3:DeleteObject" ], - "Resource": "PROXY_BUCKET/*", + "Resource": "[PROXY_BUCKET]", "Effect": "Allow" }, { @@ -355,12 +255,11 @@ __ "dynamodb:Query", "dynamodb:PutItem", "dynamodb:UpdateItem", - "dynamodb:DeleteItem" - ], - "Resource": [ - "SERVICE_TOKEN_TABLE", - "SERVICE_BACKLOG_TABLE" + "dynamodb:DeleteItem", + "dynamodb:BatchGetItem", + "dynamodb:BatchWriteItem" ], + "Resource": "[SERVICE_TOKEN_TABLE]", "Effect": "Allow" }, { @@ -392,29 +291,34 @@ __ "Resource": "*", "Effect": "Allow" }, + { + "Action": "rekognition:IndexFaces", + "Resource": "[REKOGNITION_COLLECTION_ID]", + "Effect": "Allow" + }, { "Action": "iam:PassRole", - "Resource": "SERVICE_DATA_ACCESS_ROLE", + "Resource": "[DATA_ACCESS_ROLE]", "Effect": "Allow" }, { "Action": "events:PutEvents", - "Resource": "SERVICE_BACKLOG_EVENT_BUS", + "Resource": "[SERVICE_BACKLOG_EVENTBUS]", "Effect": "Allow" }, { "Action": "states:StartExecution", - "Resource": "CUSTOM_LABELS_STATE_MACHINE", + "Resource": "[CUSTOM_LABEL_STATE_MACHINE]", "Effect": "Allow" }, { "Action": "states:DescribeExecution", - "Resource": "CUSTOM_LABELS_STATE_MACHINE", + "Resource": "[CUSTOM_LABEL_STATE_MACHINE]", "Effect": "Allow" }, { "Action": "rekognition:DescribeProjectVersions", - "Resource": "arn:aws:rekognition:REGION:ACCOUNT:project/*/*", + "Resource": "[REKOGNITION_CUSTOM_LABEL_PROJECTS]", "Effect": "Allow" }, { @@ -425,122 +329,150 @@ __ "es:ESHttpPut", "es:ESHttpDelete" ], - "Resource": "OPENSEARCH_CLUSTER", + "Resource": "[OPENSEARCH_DOMAIN]", + "Effect": "Allow" + }, + { + "Action": "aoss:APIAccessAll", + "Resource": "[OPENSEARCH_SERVERLESS_COLLECTION]", "Effect": "Allow" } ] } -``` -__ +``` -## Appendix A: Timeseries metadata format -The timeseries metadata file provides a consolidated view of the detected label which can be used to plot data in a graph. +#### _IAM Role Policy (Amazon Bedrock)_ ```json { - "label": "Werner Vogels", - "desc": "www.wikidata.org/wiki/Q2536951", - "duration": 62439, - "appearance": 14000, - "data": [ + "Version": "2012-10-17", + "Statement": [ { - "x": 2000, - "y": 1, - "details": [ - { - "c": 99.66, - "w": 0.1012, - "h": 0.2314, - "l": 0.4417, - "t": 0.0707 - } - ] + "Action": "bedrock:ListFoundationModels", + "Resource": "*", + "Effect": "Allow" }, - ..., + { + "Action": "bedrock:InvokeModel", + "Resource": "[ANTHROPIC_CLAUDE_3_MODEL]", + "Effect": "Allow" + } ] } + ``` -| Field | Description | Comments | -| :-----| :-----------| :---------| -| label | Detected label | Used as Display name | -| desc | Additional information | Optional field | -| duration | Duration of the video file | Used to compute the show rate of the label | -| appearance | Total duration of the appearances of the lable | Used to compute the show rate of the label | -| data.x | Timestamp in milliseconds | Used to plot the time sequence graph | -| data.y | Number of detected instances in the specific timestamp (data.x) | Used to plot the time sequence graph | -| data.details.* | Confidence score and coordinate of each detected instances at the timestamp (data.x) | Used to draw a bounding box around the detected label on the preview video | -| data.details.c | Confidence score | | -| data.details.w | Width of the bounding box | | -| data.details.h | Height of the bounding box | | -| data.details.l | Left position of the bounding box | | -| data.details.t | Top position of the bounding box | | +## X-Ray Trace -__ +The AWS XRAY trace diagram demonstrates the AWS services the analysis-video lambda function communicates with. + +![Analysis Video Lambda function](../../../../deployment/tutorials/images/analysis-video-lambda.png) + +## Appendices + +The appendices provide more details on the generated timeline metadata, timeseries metadata, and Edit Decision List (EDL) formats. + +### _Appendix A: Generated timeline metadata output format_ -## Appendix B: Timelines metadata format -The timelines metadata file presents continuous view of the detected label which can be used to convert into timed text track (WebVTT) file. +The timeline metadata file presents continuous view of the detected label which can be used to convert into timed text track (WebVTT) file. ```json -[ +{ + "Werner Vogels": [ { - "name": "Werner Vogels", - "confidence": 98.00, - "begin": 40000, - "end": 42000, - "cx": 0.5312022713162194, - "cy": 0.18263602476166096, - "count": 2 + "name": "Werner Vogels", + "confidence": 99.95, + "begin": 12012, + "end": 12912, + "cx": 0.5941577404737473, + "cy": 0.4794244170188904, + "count": 1 }, ... -] -``` -| Field | Description | Comments | -| :-----| :-----------| :---------| -| name | Detected label | Used as Display name | -| confidence | Overall confidence score | | -| begin | Start time of the timeline | | -| end | End time of the timeline | | -| cx | Average center point of the detected label in the X-axis | | -| cy | Average center point of the detected label in the Y-axis | | -| count | Number of labels within the time span | | + ], + ... +} -__ +``` -## Appendix C: WebVTT format +|Name|Description| +|:--|:--| +|name| The detected label or celebrity name| +|confidence|Overall confidence score| +|begin|Start time of the timeline| +|end|End time of the timeline| +|cx|Overall center position of X of the detected label| +|cy|Overall center position of Y of the detected label| +|count|Total counts within the timeline| -WebVTT file is a format to display timed text tracks on video file. See more details on [Mozilla Web Video Text Tracks Format (WebVTT)](https://developer.mozilla.org/en-US/docs/Web/API/WebVTT_API). +__ -The WebVTT file generated by the Media2Cloud guidance uses _align_, _line_, _position_ and _size_ attributes to display the label name closest to its position. The position is computed used the cx and cy coordinate from the timeline metadata file. +### _Appendix B: Generated timeseries metadata output format_ -``` -WEBVTT +The timeseries metadata file provides a consolidated view of the detected label which can be used to plot data in a graph. -0 -00:00:40.000 --> 00:00:42.000 align:center line:18% position:53% size:25% -Werner Vogels -(98.35) +```json +{ + "Werner Vogels": { + "label": "Werner Vogels", + "desc": "www.wikidata.org/wiki/Q55585213", + "duration": 90070, + "appearance": 1800, + "data": [ + { + "x": 12012, + "y": 1, + "details": [ + { + "c": 99.95, + "w": 0.1435, + "h": 0.3433, + "l": 0.5224, + "t": 0.3078 + } + ] + }, + ... + ] + }, + ... +} -1 -00:00:24.000 --> 00:00:34.000 align:center line:18% position:47% size:25% -Werner Vogels -(99.44) ``` +|Name|Description| +|:--|:--| +|label|The name of the detected label or celebrity name| +|desc|Additional description| +|duration|Duration of the video file| +|appearance|Duration of the detected label in the video file| +|data[\*].\*|An array of data by timestamp| +|data.x|Timestamp in milliseconds| +|data.y|Number of instances of the detected label at the timestamp| +|data.details[\*].\*|Confidence score and position of the detected labeld at this timestamp| +|data.details.c|Confidence score| +|data.details.t|Top position of the bounding box| +|data.details.l|Left position of the bounding box| +|data.details.w|Width of the bounding box| +|data.details.h|Height of the bounding box| __ -## Appendix D: Edit Decision List format -The Edit Decision List (EDL) file generated by the Media2Cloud guidance follows the [CMX3600](https://en.wikipedia.org/wiki/Edit_decision_list) format. The EDL file can be imported to popular editing software including Adobe Premiere Pro or Blackmagic Design Davinci Resolve. +### _Appendix C: Edit Decision List format_ -[Streamline content preparation and quality control for VOD platforms using Amazon Rekognition Video](https://aws.amazon.com/blogs/media/streamline-content-preparation-and-quality-control-for-vod-platforms-using-amazon-rekognition-video/) blog explains how we use Amazon Rekognition Video Segment API and convert the segment results into EDL format that can be used in editing software. +The Edit Decision List (EDL) file generated by the Media2Cloud solution follows the [CMX3600](https://en.wikipedia.org/wiki/Edit_decision_list) format. The EDL file can be imported to popular editing software including Adobe Premiere Pro or Blackmagic Design Davinci Resolve. -__ +[Streamline content preparation and quality control for VOD platforms using Amazon Rekognition Video](https://aws.amazon.com/blogs/media/streamline-content-preparation-and-quality-control-for-vod-platforms-using-amazon-rekognition-video/) blog explains how we use Amazon Rekognition Video Segment API and convert the segment results into EDL format that can be used in editing software. ## Related topics -* [Service Backlog Management System](../../../layers/service-backlog-lib/README.md) -* [Backlog Custom Labels State Machine](../../../backlog/custom-labels/README.md) -* [Analysis Workflow Status Updater](../automation/status-updater/README.md) + +- [Video Based Detection State Machine](./README_VIDEO_BASED_WORKFLOW.md) +- [Dynamic Frame Segmentation State Machine](./README_DYNAMIC_FRAME_WORKFLOW.md) +- [Frame Based Detection State Machine](./README_FRAME_BASED_WORKFLOW.md) +- [Custom Model Detection State Machine](./README_CUSTOM_MODEL_WORKFLOW.md) +- [Service Backlog Management System](../../../layers/service-backlog-lib/README.md) +- [Backlog Custom Labels State Machine](../../../backlog/custom-labels/README.md) +- [Analysis Workflow Status Updater](../automation/status-updater/README.md) __ diff --git a/source/main/analysis/video/README_CUSTOM_MODEL_WORKFLOW.md b/source/main/analysis/video/README_CUSTOM_MODEL_WORKFLOW.md new file mode 100644 index 0000000..82e83db --- /dev/null +++ b/source/main/analysis/video/README_CUSTOM_MODEL_WORKFLOW.md @@ -0,0 +1,209 @@ +# Custom Model Detection State Machine + +The Custom Model Detection State Machine is a substate of the Analysis Video Workflow. It leverages the Amazon Rekognition Custom Labels feature to detect custom models in the video frames or opensource machine learning models to create scene events from the video frames. + +![Custom Model Detection State Machine](../../../../deployment/tutorials/images/custom-model-detection-state-machine.png) + +#### _Execution input_ + +```json + +{ + "uuid": "[UUID]", + "operation": "start-detection-iterator", + "status": "NOT_STARTED", + "progress": 0, + "data": { + // Amazon Rekognition Custom Label Feature + "customlabel": { + "customLabelModels": "[REKOGNIION_CUSTOM_LABEL_MODEL]", + "bucket": "[PROXY_BUCKET]", + "prefix": "[PREFIX]", + "key": "[MP4_VIDEO]", + "duration": 60019, + "frameCaptureMode": 9999, + "framerate": 23.976, + "requestTime": 1711734442768, + "minConfidence": 80, + "inferenceUnits": 5, + "frameCapture": { + "prefix": "[PREFIX_FRAMECAPTURE]", + "numFrames": 61, + "numerator": 1, + "denominator": 1 + }, + "sampling": 1000, + "cursor": 0, + "numOutputs": 0 + }, + // scene detection feature + "scene": { + "bucket": "[PROXY_BUCKET]", + "prefix": "[PREFIX_FRAMECAPTURE]", + "json": "framesegmentation.json", + "embeddings": "scene_embeddings.json", + "similarity": "scene_similarity.json", + "filterSettings": { + "enhanceWithTranscript": true, + "enhanceWithLLM": true + } + }, + "segment": { + ... + "output": "[SEGMENT_OUTPUT]", + }, + "framesegmentation": { + "key": "[FRAME_SEGMENTATION_JSON]", + "framesExtracted": 61, + "framesAnalyzed": 12 + } + } +} + +``` + +## State Descriptions + +#### _State: which advanced feature?_ + +- This is a Choice state that checks the input data to determine which advanced feature should be used - either "Run scene embeddings" or "Start custom model detection and wait". +- If the input data contains `scene`, `segment`, and `framesegmentation` information, it will transition to the "Run scene embeddings" state. +- If the input data contains `customlabel` and `customLabelModels` information, it will transition to the "Start custom model detection and wait" state. +- If neither of these conditions are met, it will transition to the "Feature not enabled" state. + +#### _State: Run scene embeddings_ + +- This is a Task state that runs the `RunImageEmbeddingsLambda` to generate scene embeddings. +- The input data for the scene is passed to the lambda function. +- The state has retry logic to handle lambda function exceptions. +- After the scene embeddings are generated, it transitions to the "More scene embeddings?" state. + +The "RunImageEmbeddingsLambda" is a containerized lambda function of a docker image that contains the zeroshot image classification opensource machine learning model, [CLIP](https://huggingface.co/openai/clip-vit-base-patch32). The model is used to generate the image embeddings of the selected frames. The result of the embeddings is stored in the `scene_embeddings.json` for later use. + + +#### _State: More scene embeddings?_ + +- This is a Choice state that checks if the scene embeddings have been completed. +- If the scene status is "COMPLETED", it transitions to the "Search frame similarity with faiss" state. +- If the scene status is not "COMPLETED", it transitions back to the "Run scene embeddings" state. + +#### _State: Search frame similarity with faiss_ + +- This is a Task state that runs the `SearchFrameSimilarityLambda` to search for similar frames using the FAISS library. +- The scene embeddings data is passed as input to the lambda function. +- The state has retry logic to handle lambda function exceptions. +- After the frame similarity search, it transitions to the "Create scene events" state. + +The "SearchFrameSimilarityLambda" is a containerized lambda function of a docker image that contains the opensource vector search engine, [FAISS](https://github.com/facebookresearch/faiss). It is used to temporarily index all the frame embeddings output from the "Run scene embeddings" step and perform a similar search for each of the frame. + +_Design choice: Ideally we can store the frame embeddings in an Amazon OpenSearch service in which the data will be persistent. We choose to use FAISS because we are only interested in the frame simliarity per video basis which doesn't require a persistent vector based storage._ + + +#### _State: Create scene events_ + +- This is a Task state that runs the `AnalysisVideoLambda` to create scene events based on the output of the frame similarity search and Amazon Rekognition Shot Segment to group "shots" into scenes. +- This state is the end of the state machine. + +#### _State: Start custom model detection and wait_ + +- This is a Task state that runs the `AnalysisVideoLambda` to start the custom model detection process and waits for the task token. +- The input data, operation, and status information are passed as input to the lambda function. +- The state uses the `arn:aws:states:::lambda:invoke.waitForTaskToken` resource to wait for the task to complete. +- After the custom model detection is started, it transitions to the "Collect custom model detection results" state. + +The "Start custom model detection and wait" uses the [Backlog Custom Labels State Machine](../../../backlog/custom-labels/README.md) to manage the runtime of the Amazon Rekognition Custom Label model to ensure the model shuts down when it is no longer in use. + +#### _State: Collect custom model detection results_ + +- This is a Task state that runs the `AnalysisVideoLambda` to collect the results of the custom model detection. +- The input data, uuid, status, and progress information are passed as input to the lambda function. +- The state has retry logic to handle lambda function exceptions. +- After the results are collected, it transitions to the "Create custom model detection tracks" state. + +#### _State: Create custom model detection tracks_ + +- This is a Task state that runs the `AnalysisVideoLambda` to create the custom model detection tracks. +- The input data, uuid, status, and progress information are passed as input to the lambda function. +- The state has retry logic to handle lambda function exceptions. +- After the tracks are created, it transitions to the "More tracks?" state. + +#### _State: More tracks?_ + +- This is a Choice state that checks if all the custom model detection tracks have been created. +- If the status is "COMPLETED", it transitions to the "Index custom model detection results" state. +- If the status is not "COMPLETED", it transitions back to the "Create custom model detection tracks" state. + +#### _State: Index custom model detection results_ + +- This is a Task state that runs the `AnalysisVideoLambda` to index the custom model detection results. +- The input data, uuid, status, and progress information are passed as input to the lambda function. +- The state has retry logic to handle lambda function exceptions. +- This state is the end of the state machine. + +#### _State: Feature not enabled_ + +- This is a Succeed state that is entered if the input data does not contain the necessary information for either the "Run scene embeddings" or "Start custom model detection and wait" states. + +## IAM Role Policy + +### _AnalysisVideoLambda (analysis-video)_ + +Refer to [Video Analysis State Machine IAM Role Policy](./README.md#iam-role-policy) + + +### _RunImageEmbeddingsLambda (run-image-embeddings)_ + +```json +{ + "Version": "2012-10-17", + "Statement": [ + { + "Action": [ + "logs:CreateLogGroup", + "logs:CreateLogStream", + "logs:PutLogEvents" + ], + "Resource": "[CLOUDWATCH_LOGS]", + "Effect": "Allow" + }, + { + "Action": "s3:ListBucket", + "Resource": "[PROXY_BUCKET]", + "Effect": "Allow" + }, + { + "Action": [ + "s3:GetObject", + "s3:PutObject" + ], + "Resource": "[PROXY_BUCKET]", + "Effect": "Allow" + } + ] +} + +``` + +### _SearchFrameSimilarityLambda (search-frame-similarity)_ + +Same as [RunImageEmbeddingsLambda](#runimageembeddingslambda-run-image-embeddings) + + +## X-Ray Trace + +The state machine executes various lambda functions, and you can use X-Ray to trace the execution of these functions. This will help you understand the performance and identify any issues in the workflow. + + +![Custom Model Detection Lambda function](../../../../deployment/tutorials/images/custom-model-detection-lambda.png) + + +## Related Topics + +- [Backlog Custom Labels State Machine](../../../backlog/custom-labels/README.md) +- [Video Analysis State Machine](./README.md) +- [Dynamic Frame Segmentation State Machine](./README_DYNAMIC_FRAME_WORKFLOW.md) +- [Framed Based Detection State Machine](./README_FRAME_BASED_WORKFLOW.md) + +__ + +Back to [Main State Machine](../../README.md) | Back to [Table of contents](../../../../README.md#table-of-contents) diff --git a/source/main/analysis/video/README_DYNAMIC_FRAME_WORKFLOW.md b/source/main/analysis/video/README_DYNAMIC_FRAME_WORKFLOW.md new file mode 100644 index 0000000..4ee6e5d --- /dev/null +++ b/source/main/analysis/video/README_DYNAMIC_FRAME_WORKFLOW.md @@ -0,0 +1,163 @@ +# Dynamic Frame Segmentation State Machine + +This state machine is responsible for dynamically segmenting frames from a video using perceptual hash distance, laplacian variant algorithms and optionally Amazon Rekognition Shot Segment. + +![Dynamic Frame Segmentation State Machine](../../../../deployment/tutorials/images/dynamic-frame-segmentation--state-machine.png) + +#### _Execution input_ + +The state execution input is similar to the [Analysis Main State Machine](../main/README.md#execution-input) with additional fields generated (or modified) by the [Prepare analysis](../main/README.md#state-prepare-analysis) state. + +Here is the subset of the input parameters that are relevant to this workflow. + +```json +{ + "input": { + ... + "destination": { + "bucket": "[PROXY_BUCKET]", + "prefix": "[OUTPUT_PREFIX]" + }, + "aiOptions": { + "segment": true, + "framebased": true, + "frameCaptureMode": 9999, + ... + }, + }, +} + +``` + +## State Descriptions + +#### _State: Use frame segmentation_ + +This is the starting point of the state machine. It checks the input data to determine if frame segmentation should be performed. The state machine will proceed to the "Prepare segment detection" state if the following conditions are met: + +- `$.input` is present +- `$.input.aiOptions` is present +- `$.input.aiOptions.segment` is present and set to `true` +- `$.input.aiOptions.framebased` is present and set to `true` +- `$.input.aiOptions.frameCaptureMode` is present and set to `9999` + +If the above conditions are not met, the state machine will proceed to the "Dynamically select frames" state. + +#### _State: Prepare segment detection_ + +This state invokes a Lambda function to prepare the input data for segment detection. It sets the `operation` to `"prepare-segment-detection"`, and passes the `uuid`, `input`, `data`, `status`, and `progress` to the Lambda function. + +The state machine then proceeds to the "Run segment detection and wait" state. + +#### _State: Run segment detection and wait_ + +This state invokes another state machine [Video Based Detection State Machine](./README_VIDEO_BASED_WORKFLOW.md#state-start-video-detection-and-wait) synchronously to perform the Amazon Rekognition Segment Detection and waits for it to complete. + +The output of this state is then passed to the "Dynamically select frames" state. + +#### _State: Dynamically select frames_ + +To explain how the Dynamic Frame Segmentation works, let's review the frame hash output from the [Video Ingest State Machine, Compute perceptual hashes step](../../ingest/video/README.md#state-compute-perceptual-hashes) + +```json +[ + { + "name": "frame.0000001.jpg", + "frameNo": 24, + "timestamp": 1001, + "hash": "cg880000000", + "laplacian": 309 + }, + ... +] +``` + +where `hash` is the **Perceptual Hash** value and laplacian is the **Laplacian Variant** value. + +_The **Perceptual Hash** a technique used to generate a unique digital fingerprint or signature for an image or other multimedia content, based on its visual characteristics, allowing for efficient comparison and identification of similar or identical content, even if the original has been slightly modified._ + +_The **Laplacian variant** is an image processing to enhance the detection of edges and other features by emphasizing areas of rapid intensity changes in an image. In other words, it represents the detail level of an image._ + +The logic to evaluate and select the frames is as follows: +1. Find the largest `laplacian` value from the frames which becomes the starting point of how to choose the next frames. +2. From the starting frame, we "scan" backward and forward to compare the perceptual hash value of the adjacent frames using Hamming distance methold. If a frame is significantly different than the starting frame (> 85%), the frame is "selected". it also becomes the starting frame. The process continues until we evaluate all the frames in both ends. + +The frame evaluation process is slightly different when we have `segment` detection enabled and when we don't have `segment` detection enabled. + +##### _With Amazon Rekognition Segment_ + +Since the Amazon Rekognition Segment provides us the frame accurate "shot" event, the frame selection is evaluated in every shot to ensure we always select a frame from every shot. + +##### _Without Amazon Rekognition Segment_ + +When Amazon Rekognition Segment is disabled, we slice the frames into two minutes time, roughtly 120 frames. We then evaluate and select frames within the two minutes time. + +The end result of frame selection process serves as a blueprint for the rest of the frame based analysis process. Here is a snippet of the frame segmentation output. + +```json +[ + { + "name": "frame.0000017.jpg", + "frameNo": 408, + "timestamp": 17017, + "hash": "cP0416xMe20", + "laplacian": 7, + "shotIdx": 1 + }, + { + "name": "frame.0000026.jpg", + "frameNo": 623, + "timestamp": 25984, + "hash": "c0$qs0vYc0_", + "laplacian": 30, + "shotIdx": 3 + }, + ... +] + +``` + +The frame selection output, [framesegmentation.json](#metadata-location) is stored to the Amazon S3 bucket (PROXY_BUCKET). + +The state machine then proceeds to the "More frames?" state. + +#### _State: More frames?_ + +This is a choice state that checks the `status` of the frame selection process. If the `status` is `"COMPLETED"`, the state machine proceeds to the "Frame segmentation completed" state. Otherwise, it goes back to the "Dynamically select frames" state. + +#### _State: Frame segmentation completed_ + +This is a terminal state that indicates the successful completion of the frame segmentation process. + +#### _Metadata location_ + +|Output|Location| +|:--|:--| +|Frame Segmentation JSON|s3://[PROXY_BUCKET]/[UUID]/[FILENAME]/transcode/frameCapture/framesegmentation.json| + + +## IAM Role Policy + +### _AnalysisVideoFrameSegmentationLambda (analysis-video-frame-segmentation)_ + +The lambda function is identical to the AnalysiVideoLambda fnction with a different Memory Size settings. Refer to [Video Analysis State Machine lambda function](./README.md#aws-lambda-function-analysis-video). + +The IAM Role policy is also identical to [Video Analysis State Machine IAM Role Policy](./README.md#iam-role-policy) + + +## X-Ray Trace + +You can use AWS X-Ray to trace the execution of the state machine and its Lambda functions. This will help you understand the performance and identify any issues in the workflow. + +![Analysis Video Frame Segmentation Lambda function](../../../../deployment/tutorials/images/analysis-video-dynamic-frame-segmentation-lambda.png) + +## Related Topics + +- [Video Analysis State Machine](./README.md) +- [Video Based Detection State Machine](./README_VIDEO_BASED_WORKFLOW.md) +- [Frame Based Detection State Machine](./README_FRAME_BASED_WORKFLOW.md) +- [Custom Model Detection State Machine](./README_CUSTOM_MODEL_DETECTION.md) + +__ + +Back to [Main State Machine](../../README.md) | Back to [Table of contents](../../../../README.md#table-of-contents) \ No newline at end of file diff --git a/source/main/analysis/video/README_FRAME_BASED_WORKFLOW.md b/source/main/analysis/video/README_FRAME_BASED_WORKFLOW.md new file mode 100644 index 0000000..eb10e06 --- /dev/null +++ b/source/main/analysis/video/README_FRAME_BASED_WORKFLOW.md @@ -0,0 +1,208 @@ +# Frame Based Detection State Machine + +The "Frame Based Detection workflow" is executed only when the `framebased` flag is set to `true` and the `frameCaptureMode` is greater than 0. + +The Frame Based Detection State Machine orchestrates the workflow to analyze the frame images extracted from the video file by using the Amazon Rekognition Image APIs instead of the Video APIs. This workflow is designed to work with the following Image APIs: + +- [RecognizeCelebrities](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_RecognizeCelebrities.html) +- [SearchFacesByImage](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_SearchFacesByImage.html) +- [IndexFaces](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_IndexFaces.html) +- [DetectFaces](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_DetectFaces.html) +- [DetectLabels](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_DetectLabels.html) +- [DetectModerationLabels](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_DetectModerationLabels.html) +- [DetectCustomLabels](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_DetectCustomLabels.html) +- [DetectText](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_DetectText.html) + +The "Auto Face Indexer" feature is discussed in [Appendix A: Behind the Auto Face Indexer feature](#appendix-a-behind-the-auto-face-indexer-feature). + +![Frame Based Detection State Machine](../../../../deployment/tutorials/images/frame-based-detection-state-machine.png) + +#### _Execution input_ + +The execution input for the Frame Based Detection State Machine is provided in the code block below. + +```json +{ + "operation": "detect-frame-iterator", + "status": "NOT_STARTED", + "progress": 0, + "uuid": "[UUID]", + "data": { + "[REKOGNITION_ANALYSIS_TYPE]": { + "bucket": "[PROXY_BUCKET]", + "prefix": "[PREFIX_OUTPUT]", + "key": "[MP4_VIDEO]", + "duration": 60019, + "frameCaptureMode": 9999, + "framerate": 23.976, + "requestTime": 1711734442768, + "minConfidence": 80, + "frameCapture": { + "prefix": "[FRAME_CAPTURE_OUTPUT_PREFIX]", + "numFrames": 61, + "numerator": 1, + "denominator": 1 + }, + "sampling": 1000, + "cursor": 0, + "numOutputs": 0 + }, + "framesegmentation": { + "startTime": 1711734475884, + "endTime": 1711734476126, + "key": "[FRAME_SEGMENTATION_JSON]", + "framesExtracted": 61, + "framesAnalyzed": 12 + }, + "autofaceindexer": {} + } +} +``` + +where "REKOGNITION_ANALYSIS_TYPE" is one of the followings: `celeb`, `face`, `facematch`, `label`, `moderation`, or `text`. + +The execution input can include `framesegmentation` options when "Dynamic Frame Analysis" feature is enabled. + +## State Descriptions + +#### _State: Detect frame_ + +The lambda function iterates the frame images stored in the `frameCapture.prefix` location. It then uses one of the Amazon Rekognition Image APIs to analyze the frame image (one frame at a time) depending on the "REKOGNITION_ANALYSIS_TYPE" value. This step continues until all the frame images have been processed. + +##### _With Auto Face Indexer feature_ + +Auto Face Indexer feature runs slightly different and is discussed in more details in [Appendix A: Behind the Auto Face Indexer feature](#appendix-a-behind-the-auto-face-indexer-feature). + +##### _With Dynamic Frame Analysis feature_ + +_When "Dynamic Frame Analysis" feature is enabled, the lambda function use the selected frames from the "FRAME_SEGMENTATION_JSON" instead of iterating the frame images over the `frameCapture.prefix` location._ + + +#### _State: More frames?_ + +A Choice state checks the `$.status` flag. If it is set to "COMPLETED", the workflow continues to the next step, "Reset status for track creation". Otherwise, the workflow transitions back to the "Detect frame" state to continue analyzing the remaining frame images. + +#### _State: Reset status for track creation_ + +A Pass state resets the `$.operation` and `$.status` before it executes the next step, "Create frame based track". + +#### _State: Create frame based track_ + +This state is responsible for creating video detection tracks based on the analysis results from the "Detect frame" state. Refer to the [State: Create video detection tracks of the Video Based Detection State Machine](./README_VIDEO_BASED_WORKFLOW.md#state-create-video-detection-tracks) for more details. + +#### _State: More frame based track?_ + +This state checks if there are more video detection tracks to be created. Refer to the [State: More tracks? of the Video Based Detection State Machine](./README_VIDEO_BASED_WORKFLOW.md#state-more-tracks) for more details. + +#### _State: Index frame based analysis_ + +This state is responsible for indexing the video detection results. Refer to the [State: Index video detection results of the Video Based Detection State Machine](./README_VIDEO_BASED_WORKFLOW.md#state-index-video-detection-results) for more details. + +## Metadata location + +The metadata outputs are discussed in the [Video Analysis Metadata location](./README.md#metadata-location). + +## AWS Lambda function (analysis-video) + +Refer to the [Video Analysis State Machine lambda function](./README.md#aws-lambda-function-analysis-video) section. + +## IAM Role Policy + +Refer to the [Video Analysis State Machine IAM Role Policy](./README.md#iam-role-policy) section. + +## X-Ray Trace + +Refer to the [Video Analysis State Machine X-Ray trace](./README.md#x-ray-trace) section. + + +## Appendix A: Behind the Auto Face Indexer feature + +The "Auto Face Indexer" feature is discussed in this section, which explains the automatic registration of new faces and the late binding face tagging process. + +When you would like to find "people" who are not recognized by Amazon Rekogintion Celebrity detection (such as locally famous celebrity, local politician, or college sport players) in your archive library, typically you are required to manually index the faces of the people you would like to recognize to your face collection before you start analyzing your video files. In other words, there is a time consuming preprocessing step to create your face collection before it can be used. + +The Auto Face Indexer feature proactively identifies new faces from your media files and registers them to an Amazon Rekognition Face Collection that you own. Without re-analyzing the video content, this feature uses a "late binding" technique that allows you to tag the names after the fact and automatically propagate the "names" in your archive library. + +The Auto Face Indexer feature requires the following criteria: +- Auto Face Indexer, `autofaceindexer` is enabled +- Celebrity detection, `celeb` is enabled +- Face Match detection, `facematch` is enabled and a valid Amazon Rekognition Face Collection, `faceCollectionId` +- Frame based analysis, `framebased` is enabled and `frameCaptureMode` is not `0` + +The execution input should include: + +```json +{ + ... + "data": { + "celeb": {...}, + "facematch": {...}, + "autofaceindexer": { + // OPTIONAL fine tuning settings + "filterSettings": { + "minFaceW": 58, + "minFaceH": 58, + "minBrightness": 26, + "minSharpness": 10, + "maxPitch": 23, + "maxRoll": 23, + "maxYaw": 23, + "minCelebConfidence": 99.5 + } + }, + } +} + +``` + +The Auto Face Indexer feature consists of two phases: +- Automatic registering new faces in the analysis process +- Late binding face tagging + +#### _Automatic registering new faces_ + +Behind the scene, the lambda function in the [Detect frame state](#state-detect-frame) performs the following steps on the frame image to identify "new" face and register it to the face collection: +1. Run "RecognizeCelebrities" API - the response contains two arrays. + - **CelebrityFaces** array indicates faces that are recognized by the API + - **UnrecognizedFaces** array indicates faces in the frame images are not recognized by the API +2. The lambda function examines the CelebrityFaces array and filter "out" faces that have `MatchConfidence` score higher than the `minCelebConfidence`. +3. The lambda function then combines the low confident celebrity faces with the faces identified in "UnrecognizedFaces" array and runs "SearchFacesByImage" API to check if the face is already in the face collection. +4. For faces that are not in the face collection, the lambda function begins to filter out the faces that don't meet the minimum requirements specified in the filterSettings such as minimum face with, height, brightness, sharpness, and etc. The filter settings are explained in [input.aiOptions](../../README.md#inputaioptions). +5. For faces that pass the quality check, the lambda function runs "DetectFaces" API with [FACE_OCCLUDED](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_DetectFaces.html#rekognition-DetectFaces-request-Attributes) atribute enabled to further confirm the faces are not occluded. +6. For the remaining faces, the lambda function runs "IndexFaces" API to index the faces to the face collection. When the faces are indexed successfully, each of the face is given an unique "FaceId". +7. For each of the indexed face, the lambda function registers the "FaceId" and other face properties to the Amazon DynamoDB, "FACEINDEXER_TABLE". This table enables the late binding logic, discussed below. +8. After the face is registered, it can be identified in the subsequent frame images of the same video (or any other video). + + +```json +{ + "faceId": "[UNIQUE_FACEID]", + "ageRange": "63,71", + "collectionId": "[REKOGNITION_FACE_COLLECTION_ID]", + "confidence": 100, + "externalImageId": "...", + "fullImageKey": "[FRAME_IMAGE]", + "gender": "Male", + "key": "FACE_THUMBNAIL_IMAGE", + "timestamp": 1709221282863, + "uuid": "[UUID]" +} + +``` + +_Pro Tip: Setting `minCelebConfidence` to 100 enables the lambda function to register all celebrities found by RecognizeCelebrities in the frame image in the face collection you own._ + + +#### _Late binding face tagging_ + +When the video analysis completes, Media2Cloud provides the web user interface to "tag" the new faces the workflow identified without the need of re-analyzing the video file(s). + +The tagging process triggers an update operation to bind the "FaceId" to the new name and update all metadata files that contains the "FaceId" with the name. + +## Related topics + +- [Analysis Video State Machine](../video/README.md) + +__ + +Back to [Main State Machine](../../README.md) | Back to [Table of contents](../../../../README.md#table-of-contents) \ No newline at end of file diff --git a/source/main/analysis/video/README_VIDEO_BASED_WORKFLOW.md b/source/main/analysis/video/README_VIDEO_BASED_WORKFLOW.md new file mode 100644 index 0000000..0c2070f --- /dev/null +++ b/source/main/analysis/video/README_VIDEO_BASED_WORKFLOW.md @@ -0,0 +1,107 @@ +# Video Based Detection State Machine + +The Video Based Detection State Machine orchestrates the workflow to analyze the video file with specific Video APIs of the Amazon Rekognition service. This workflow is designed to work with the following Video APIs: + +- [StartCelebrityRecognition](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_GetCelebrityRecognition.html) +- [StartContentModeration](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_StartContentModeration.html) +- [StartFaceDetection](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_StartFaceDetection.html) +- [StartFaceSearch](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_StartFaceSearch.html) +- [StartLabelDetection](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_StartLabelDetection.html) +- [StartSegmentDetection](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_StartSegmentDetection.html) +- [StartTextDetection](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_StartTextDetection.html) + +To support a large number of concurrent requests, this workflow also leverages the [Service Backlog Management System](../../../layers/service-backlog-lib/README.md) to queue the Rekognition video job request and report back to the state machine when the request has been processed. + +![Analysis Video state machine](../../../../deployment/tutorials/images/video-based-detection-state-machine.png) + +#### _Execution input_ + +The execution input for the Video Based Detection State Machine is provided in the code block below. + +```json +{ + "uuid": "[UUID]", + "operation": "start-detection-iterator", + "status": "NOT_STARTED", + "progress": 0, + "data": { + "[REKOGNITION_ANALYSIS_TYPE]": { + "bucket": "[PROXY_BUCKET]", + "prefix": "[PREFIX_OUTPUT]", + "key": "[MP4_VIDEO]", + "duration": 90070, + "framerate": 29.97, + "requestTime": 1711719992712, + "minConfidence": 80, + "cursor": 0, + "numOutputs": 0, + "faceCollectionId": "REKOGNITION_COLLECTION_ID", + "textROI": [...] + } + } +} + +``` + +where "REKOGNITION_ANALYSIS_TYPE" is one of the followings: `celeb`, `face`, `facematch`, `label`, `moderation`, `text`, or `segment` + +## State Descriptions + +#### _State: Start video detection and wait_ + +The lambda function creates a job request and sends it to the backlog management system to handle. The backlog management system configures a [NotificationChannel](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_NotificationChannel.html) to allow Amazon Rekognition service to publish the job status through Amazon SNS service. It then submits the job to the Amazon Rekognition service and waits for the SNS notification. When the backlog management system receives a job notification, it sends the task result back to the caller, the state machine execution. The state machine can then resume and execute the next step, "Collect video detection results". + +#### _State: Collect video detection results_ + +The lambda function fetches the responses from the Amazon Rekognition Video using one of the GET APIs depending on the Rekognition detection type. + +- [GetCelebrityRecognition](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_GetCelebrityRecognition.html) +- [GetContentModeration](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_GetContentModeration.html) +- [GetFaceDetection](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_GetFaceDetection.html) +- [GetFaceSearch](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_GetFaceSearch.html) +- [GetLabelDetection](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_GetLabelDetection.html) +- [GetSegmentDetection](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_GetSegmentDetection.html) +- [GetTextDetection](https://docs.aws.amazon.com/rekognition/latest/APIReference/API_GetTextDetection.html) + +It then stores the original responses in the Amazon S3 bucket (PROXY_BUCKET). Refer to the [Metadata location](./README.md#metadata-location) for more details. + +_(Note: When processing a very large video file, the lambda function makes multiple GetXxxDetection calls sequentially to Amazon Rekognition to fetch the responses. This can potentially lead to the lambda function timeouts (in 15 minutes) before it can fetch all the results. To handle that, the lambda function periodically checks the remaining time and quits the execution before it reaches the timeout. It also sets the `$.status` to "PROCESSING" indicating that it has not completed the task and requests to re-enter this "Collect video detection results".)_ + +#### _State: More detection results?_ + +A Choice state checks the `$.status` flag. If it is set to "COMPLETED" indicating there are no more response files to be fetched, it continues to the next step, "Create video detection tracks". If it is set to "PROCESSING" indicating there are more response files to be processed, it transitions back to the "Collect video detection results" state to resume the process. + +#### _State: Create video detection tracks_ + +The lambda function parses the original detection response files and consolidates the results to create metadata outputs, timeline metadata, timeseries metadata, WebVTT tracks, and EDL files. Refer to the [Appendix A: Generated timeline metadata output format](./README.md#appendix-a-generated-timeline-metadata-output-format), [Appendix B: Generated timeseries metadata output format](./README.md#appendix-b-generated-timeseries-metadata-output-format), and [Appendix C: Edit Decision List format](./README.md#appendix-c-edit-decision-list-format) for more details. + +#### _State: More tracks?_ + +The Choice state checks the `$.status` flag. If it is set to "COMPLETED" indicating all labels have been processed, it then continues to the next step, "Index video detection results". If it is set to "PROCESSING" indicating there are more labels to be processed, it transitions back to the "Create video detection tracks" state to resume the process. + +#### _State: Index video detection results_ + +The lambda function downloads and parses the timeline metadata output and indexes the detected labels with their start and end times to the Amazon OpenSearch cluster. + +## AWS Lambda function (analysis-video) + +Refer to the [Video Analysis State Machine lambda function](./README.md#aws-lambda-function-analysis-video) section. + +## IAM Role Policy + +Refer to the [Video Analysis State Machine IAM Role Policy](./README.md#iam-role-policy) section. + +## X-Ray Trace + +Refer to the [Video Analysis State Machine X-Ray Trace](./README.md#x-ray-trace) section. + +## Related topics + +- [Video Analysis State Machine](./README.md) +- [Dynamic Frame Segmentation State Machine](./README_DYNAMIC_FRAME_WORKFLOW.md) +- [Framed Based Detection State Machine](./README_FRAME_BASED_WORKFLOW.md) +- [Custom Model Detection State Machine](./README_CUSTOM_MODEL_WORKFLOW.md) + +__ + +Back to [Main State Machine](../../README.md) | Back to [Table of contents](../../../../README.md#table-of-contents) diff --git a/source/main/analysis/video/index.js b/source/main/analysis/video/index.js index 7a7420e..d1621b1 100644 --- a/source/main/analysis/video/index.js +++ b/source/main/analysis/video/index.js @@ -5,7 +5,13 @@ const { Environment, StateData, AnalysisError, + AnalysisTypes: { + Rekognition: { + CustomLabel, + }, + }, } = require('core-lib'); + /* frame-based analysis */ const StatePrepareFrameDetectionIterators = require('./states/prepare-frame-detection-iterators'); const StateDetectFrameIterator = require('./states/detect-frame-iterator'); @@ -19,14 +25,19 @@ const StateStartDetectionIterator = require('./states/start-detection-iterator') const StateCollectResultsIterator = require('./states/collect-results-iterator'); const StateCreateTrackIterator = require('./states/create-track-iterator'); const StateIndexAnalysisIterator = require('./states/index-analysis-iterator'); +/* Prerun states */ +const StatePrepareSegmentDetection = require('./states/prepare-segment-detection'); +const StateSelectSegmentFrames = require('./states/select-segment-frames'); /* job completed */ const StateJobCompleted = require('./states/job-completed'); +// advanced feature +const StateCreateSceneEvents = require('./states/create-scene-events'); const REQUIRED_ENVS = [ 'ENV_SOLUTION_ID', 'ENV_RESOURCE_PREFIX', 'ENV_SOLUTION_UUID', - 'ENV_ANONYMIZED_USAGE', + 'ENV_ANONYMOUS_USAGE', 'ENV_IOT_HOST', 'ENV_IOT_TOPIC', 'ENV_PROXY_BUCKET', @@ -41,47 +52,67 @@ const CATEGORY = 'rekognition'; function parseEvent(event, context) { const stateMachine = Environment.StateMachines.VideoAnalysis; + let parsed = event; if (!parsed.parallelStateOutputs) { return new StateData(stateMachine, parsed, context); } + if (!parsed.stateExecution) { - throw new Error('fail to parse event.stateExecution'); + throw new AnalysisError('fail to parse event.stateExecution'); } - /* parse execution input object */ + + // parse execution input object const uuid = parsed.stateExecution.Input.uuid; const input = parsed.stateExecution.Input.input; const startTime = parsed.stateExecution.StartTime; const executionArn = parsed.stateExecution.Id; delete parsed.stateExecution; if (!uuid || !input) { - throw new Error('fail to find uuid or input from event.stateExecution'); + throw new AnalysisError('fail to find uuid or input from event.stateExecution'); } - /* parse parallel state outputs */ + + // parse parallel state outputs const parallelStateOutputs = parsed.parallelStateOutputs; delete parsed.parallelStateOutputs; - /* merge all subcategories */ - /* note: could have multiple items in a single subcategory */ - /* i.e., customlabel */ - const merged = {}; - const iterators = parallelStateOutputs.filter(x => - ((x.data || {}).iterators || []).length > 0) - .reduce((a0, c0) => - a0.concat(c0.data.iterators.reduce((a1, c1) => - a1.concat({ - name: Object.keys(c1.data).shift(), - ...c1.data, - }), [])), []); - const subcategories = iterators.map(x => x.name); - while (subcategories.length) { - const subcategory = subcategories.shift(); - const filtered = iterators.filter(x => x.name === subcategory); - if (filtered.length === 1) { - merged[subcategory] = filtered[0][subcategory]; - } else if (filtered.length > 1) { - merged[subcategory] = filtered.map(x => x[subcategory]); + + const categories = {}; + const iterators = []; + + parallelStateOutputs.forEach((output) => { + // video based analysis + if (!Array.isArray(output)) { + output.data.iterators.forEach((iterator) => { + iterators.push(iterator.data); + }); + return; } - } + + // frame based & custom model analysis (nested outputs) + output.forEach((out) => { + out.data.iterators.forEach((iterator) => { + iterators.push(iterator.data); + }); + }); + }); + + iterators.forEach((iterator) => { + const names = Object.keys(iterator); + + names.forEach((name) => { + // could have multiple custom label results + if (name === CustomLabel) { + categories[name] = (categories[name] || []) + .concat(iterator[name]); + } else { + categories[name] = { + ...categories[name], + ...iterator[name], + }; + } + }); + }); + parsed = { ...parsed, uuid, @@ -92,10 +123,11 @@ function parseEvent(event, context) { progress: 0, data: { [CATEGORY]: { - ...merged, + ...categories, }, }, }; + return new StateData(stateMachine, parsed, context); } @@ -142,6 +174,15 @@ exports.handler = async (event, context) => { case StateData.States.IndexAnalysisResults: instance = new StateIndexAnalysisIterator(stateData); break; + case StateData.States.PrepareSegmentDetection: + instance = new StatePrepareSegmentDetection(stateData); + break; + case StateData.States.SelectSegmentFrames: + instance = new StateSelectSegmentFrames(stateData); + break; + case StateData.States.CreateSceneEvents: + instance = new StateCreateSceneEvents(stateData); + break; case StateData.States.JobCompleted: instance = new StateJobCompleted(stateData); break; diff --git a/source/main/analysis/video/index.spec.js b/source/main/analysis/video/index.spec.js index 1f52227..22b59f5 100644 --- a/source/main/analysis/video/index.spec.js +++ b/source/main/analysis/video/index.spec.js @@ -1,20 +1,16 @@ -/********************************************************************************************************************* - * Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. * - * * - * Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance * - * with the License. A copy of the License is located at * - * * - * http://www.apache.org/licenses/LICENSE-2.0 * - * * - * or in the 'license' file accompanying this file. This file is distributed on an 'AS IS' BASIS, WITHOUT WARRANTIES * - * OR CONDITIONS OF ANY KIND, express or implied. See the License for the specific language governing permissions * - * and limitations under the License. * - *********************************************************************************************************************/ - const { - Environment, - StateData, - AnalysisError, - } = require('core-lib'); +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + beforeAll, + describe, + expect, +} = require('@jest/globals'); +const { + Environment, + StateData, + AnalysisError, +} = require('core-lib'); /* frame-based analysis */ const StatePrepareFrameDetectionIterators = require('./states/prepare-frame-detection-iterators'); const StateDetectFrameIterator = require('./states/detect-frame-iterator'); @@ -31,724 +27,713 @@ const StateIndexAnalysisIterator = require('./states/index-analysis-iterator'); /* job completed */ const StateJobCompleted = require('./states/job-completed'); - -const lambda = require('./index.js'); +const lambda = require('./index'); /* frame-based analysis */ // prepare-frame-detection-iterators -const event_StatePrepareFrameDetectionIterators = { - "operation": "prepare-frame-detection-iterators", - "status": "NOT_STARTED", - "progress": 0, - "input": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-ingest", - "key": "JUMANJI_Interview/JUMANJI_Interview.mp4", - "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "aiOptions": { - "sentiment": true, - "textROI": [ - false, - false, - false, - false, - false, - false, - false, - false, - false - ], - "framebased": false, - "celeb": true, - "frameCaptureMode": 0, - "keyphrase": true, - "label": true, - "languageCode": "en-US", - "facematch": false, - "transcribe": true, - "face": true, - "customentity": false, - "person": true, - "minConfidence": 80, - "textract": true, - "moderation": true, - "segment": true, - "customlabel": false, - "text": true, - "entity": true, - "customLabelModels": [] - }, - "attributes": {}, - "destination": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-proxy", - "prefix": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/" - }, - "duration": 284653, - "framerate": 29.97, - "video": { - "enabled": true, - "key": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4" - }, - "audio": { - "enabled": true, - "key": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.m4a" - }, - "image": { - "enabled": false - }, - "document": { - "enabled": false - }, - "request": { - "timestamp": 1671693342864 - }, - "metrics": { - "duration": 284653, - "requestTime": 1671693342864, - "startTime": 1671693344722 - } - }, - "data": {}, - "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8" - } +const eventStatePrepareFrameDetectionIterators = { + operation: 'prepare-frame-detection-iterators', + status: 'NOT_STARTED', + progress: 0, + input: { + bucket: 'so0050-111111111111-account-number-us-west-2-ingest', + key: 'JUMANJI_Interview/JUMANJI_Interview.mp4', + uuid: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8', + aiOptions: { + sentiment: true, + textROI: [ + false, + false, + false, + false, + false, + false, + false, + false, + false, + ], + framebased: false, + celeb: true, + frameCaptureMode: 0, + keyphrase: true, + label: true, + languageCode: 'en-US', + facematch: false, + transcribe: true, + face: true, + customentity: false, + person: true, + minConfidence: 80, + textract: true, + moderation: true, + segment: true, + customlabel: false, + text: true, + entity: true, + customLabelModels: [], + }, + attributes: {}, + destination: { + bucket: 'so0050-111111111111-account-number-us-west-2-proxy', + prefix: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/', + }, + duration: 284653, + framerate: 29.97, + video: { + enabled: true, + key: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4', + }, + audio: { + enabled: true, + key: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.m4a', + }, + image: { + enabled: false, + }, + document: { + enabled: false, + }, + request: { + timestamp: 1671693342864, + }, + metrics: { + duration: 284653, + requestTime: 1671693342864, + startTime: 1671693344722, + }, + }, + data: {}, + uuid: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8', +}; -// detect-frame-iterator -const event_StateDetectFrameIterator = // prepare-frame-track-iterators -const event_StatePrepareFrameTrackIterators = { - "operation": "prepare-video-detection-iterators", - "status": "NOT_STARTED", - "progress": 0, - "input": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-ingest", - "key": "JUMANJI_Interview/JUMANJI_Interview.mp4", - "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "aiOptions": { - "sentiment": true, - "textROI": [ - false, - false, - false, - false, - false, - false, - false, - false, - false - ], - "framebased": false, - "celeb": true, - "frameCaptureMode": 0, - "keyphrase": true, - "label": true, - "languageCode": "en-US", - "facematch": false, - "transcribe": true, - "face": true, - "customentity": false, - "person": true, - "minConfidence": 80, - "textract": true, - "moderation": true, - "segment": true, - "customlabel": false, - "text": true, - "entity": true, - "customLabelModels": [] - }, - "attributes": {}, - "destination": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-proxy", - "prefix": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/" - }, - "duration": 284653, - "framerate": 29.97, - "video": { - "enabled": true, - "key": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4" - }, - "audio": { - "enabled": true, - "key": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.m4a" - }, - "image": { - "enabled": false - }, - "document": { - "enabled": false - }, - "request": { - "timestamp": 1671693342864 - }, - "metrics": { - "duration": 284653, - "requestTime": 1671693342864, - "startTime": 1671693344722 - } - }, - "data": {}, - "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8" - } +const eventStatePrepareFrameTrackIterators = { + operation: 'prepare-video-detection-iterators', + status: 'NOT_STARTED', + progress: 0, + input: { + bucket: 'so0050-111111111111-account-number-us-west-2-ingest', + key: 'JUMANJI_Interview/JUMANJI_Interview.mp4', + uuid: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8', + aiOptions: { + sentiment: true, + textROI: [ + false, + false, + false, + false, + false, + false, + false, + false, + false, + ], + framebased: false, + celeb: true, + frameCaptureMode: 0, + keyphrase: true, + label: true, + languageCode: 'en-US', + facematch: false, + transcribe: true, + face: true, + customentity: false, + person: true, + minConfidence: 80, + textract: true, + moderation: true, + segment: true, + customlabel: false, + text: true, + entity: true, + customLabelModels: [], + }, + attributes: {}, + destination: { + bucket: 'so0050-111111111111-account-number-us-west-2-proxy', + prefix: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/', + }, + duration: 284653, + framerate: 29.97, + video: { + enabled: true, + key: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4', + }, + audio: { + enabled: true, + key: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.m4a', + }, + image: { + enabled: false, + }, + document: { + enabled: false, + }, + request: { + timestamp: 1671693342864, + }, + metrics: { + duration: 284653, + requestTime: 1671693342864, + startTime: 1671693344722, + }, + }, + data: {}, + uuid: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8', +}; /* video-based analysis */ // prepare-video-detection-iterators -const event_StatePrepareVideoDetectionIterators = { - "operation": "prepare-video-detection-iterators", - "status": "NOT_STARTED", - "progress": 0, - "input": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-ingest", - "key": "JUMANJI_Interview/JUMANJI_Interview.mp4", - "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "aiOptions": { - "sentiment": true, - "textROI": [ - false, - false, - false, - false, - false, - false, - false, - false, - false - ], - "framebased": false, - "celeb": true, - "frameCaptureMode": 0, - "keyphrase": true, - "label": true, - "languageCode": "en-US", - "facematch": false, - "transcribe": true, - "face": true, - "customentity": false, - "person": true, - "minConfidence": 80, - "textract": true, - "moderation": true, - "segment": true, - "customlabel": false, - "text": true, - "entity": true, - "customLabelModels": [] - }, - "attributes": {}, - "destination": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-proxy", - "prefix": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/" - }, - "duration": 284653, - "framerate": 29.97, - "video": { - "enabled": true, - "key": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4" - }, - "audio": { - "enabled": true, - "key": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.m4a" - }, - "image": { - "enabled": false - }, - "document": { - "enabled": false - }, - "request": { - "timestamp": 1671693342864 - }, - "metrics": { - "duration": 284653, - "requestTime": 1671693342864, - "startTime": 1671693344722 - } - }, - "data": {}, - "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8" - } +const eventStatePrepareVideoDetectionIterators = { + operation: 'prepare-video-detection-iterators', + status: 'NOT_STARTED', + progress: 0, + input: { + bucket: 'so0050-111111111111-account-number-us-west-2-ingest', + key: 'JUMANJI_Interview/JUMANJI_Interview.mp4', + uuid: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8', + aiOptions: { + sentiment: true, + textROI: [ + false, + false, + false, + false, + false, + false, + false, + false, + false, + ], + framebased: false, + celeb: true, + frameCaptureMode: 0, + keyphrase: true, + label: true, + languageCode: 'en-US', + facematch: false, + transcribe: true, + face: true, + customentity: false, + person: true, + minConfidence: 80, + textract: true, + moderation: true, + segment: true, + customlabel: false, + text: true, + entity: true, + customLabelModels: [], + }, + attributes: {}, + destination: { + bucket: 'so0050-111111111111-account-number-us-west-2-proxy', + prefix: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/', + }, + duration: 284653, + framerate: 29.97, + video: { + enabled: true, + key: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4', + }, + audio: { + enabled: true, + key: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.m4a', + }, + image: { + enabled: false, + }, + document: { + enabled: false, + }, + request: { + timestamp: 1671693342864, + }, + metrics: { + duration: 284653, + requestTime: 1671693342864, + startTime: 1671693344722, + }, + }, + data: {}, + uuid: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8', +}; /* custom analysis */ // prepare-custom-detection-iterators -const event_StatePrepareCustomDetectionIterators = { - "operation": "prepare-custom-detection-iterators", - "status": "NOT_STARTED", - "progress": 0, - "input": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-ingest", - "key": "JUMANJI_Interview/JUMANJI_Interview.mp4", - "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "aiOptions": { - "sentiment": true, - "textROI": [ - false, - false, - false, - false, - false, - false, - false, - false, - false - ], - "framebased": false, - "celeb": true, - "frameCaptureMode": 0, - "keyphrase": true, - "label": true, - "languageCode": "en-US", - "facematch": false, - "transcribe": true, - "face": true, - "customentity": false, - "person": true, - "minConfidence": 80, - "textract": true, - "moderation": true, - "segment": true, - "customlabel": false, - "text": true, - "entity": true, - "customLabelModels": [] - }, - "attributes": {}, - "destination": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-proxy", - "prefix": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/" - }, - "duration": 284653, - "framerate": 29.97, - "video": { - "enabled": true, - "key": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4" - }, - "audio": { - "enabled": true, - "key": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.m4a" - }, - "image": { - "enabled": false - }, - "document": { - "enabled": false - }, - "request": { - "timestamp": 1671693342864 - }, - "metrics": { - "duration": 284653, - "requestTime": 1671693342864, - "startTime": 1671693344722 - } - }, - "data": {}, - "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8" - } +const eventStatePrepareCustomDetectionIterators = { + operation: 'prepare-custom-detection-iterators', + status: 'NOT_STARTED', + progress: 0, + input: { + bucket: 'so0050-111111111111-account-number-us-west-2-ingest', + key: 'JUMANJI_Interview/JUMANJI_Interview.mp4', + uuid: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8', + aiOptions: { + sentiment: true, + textROI: [ + false, + false, + false, + false, + false, + false, + false, + false, + false, + ], + framebased: false, + celeb: true, + frameCaptureMode: 0, + keyphrase: true, + label: true, + languageCode: 'en-US', + facematch: false, + transcribe: true, + face: true, + customentity: false, + person: true, + minConfidence: 80, + textract: true, + moderation: true, + segment: true, + customlabel: false, + text: true, + entity: true, + customLabelModels: [], + }, + attributes: {}, + destination: { + bucket: 'so0050-111111111111-account-number-us-west-2-proxy', + prefix: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/', + }, + duration: 284653, + framerate: 29.97, + video: { + enabled: true, + key: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4', + }, + audio: { + enabled: true, + key: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.m4a', + }, + image: { + enabled: false, + }, + document: { + enabled: false, + }, + request: { + timestamp: 1671693342864, + }, + metrics: { + duration: 284653, + requestTime: 1671693342864, + startTime: 1671693344722, + }, + }, + data: {}, + uuid: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8', +}; /* shared */ // start-detection-iterator -const event_StateStartDetectionIterator = { - "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "status": "NOT_STARTED", - "progress": 0, - "data": { - "segment": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-proxy", - "prefix": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/", - "key": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4", - "duration": 284653, - "framerate": 29.97, - "requestTime": 1671693342864, - "minConfidence": 80, - "cursor": 0, - "numOutputs": 0 - } - } - } +const eventStateStartDetectionIterator = { + uuid: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8', + status: 'NOT_STARTED', + progress: 0, + data: { + segment: { + bucket: 'so0050-111111111111-account-number-us-west-2-proxy', + prefix: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/', + key: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4', + duration: 284653, + framerate: 29.97, + requestTime: 1671693342864, + minConfidence: 80, + cursor: 0, + numOutputs: 0, + }, + }, +}; // collect-results-iterator -const event_StateCollectResultsIterator = { - "operation": "collect-results-iterator", - "data": { - "segment": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-proxy", - "duration": 284653, - "requestTime": 1671693342864, - "cursor": 0, - "backlogId": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8-segment-3c193375", - "prefix": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/", - "framerate": 29.97, - "minConfidence": 80, - "startTime": 1671693347323, - "numOutputs": 0, - "key": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4", - "jobId": "ab5065a7a83e9f81273f90b9d0449b3494030c53e89d83ea72cd76c5671e6add", - "endTime": 1671693410000 - } - }, - "progress": 100, - "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "status": "COMPLETED" - } +const eventStateCollectResultsIterator = { + operation: 'collect-results-iterator', + data: { + segment: { + bucket: 'so0050-111111111111-account-number-us-west-2-proxy', + duration: 284653, + requestTime: 1671693342864, + cursor: 0, + backlogId: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8-segment-3c193375', + prefix: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/', + framerate: 29.97, + minConfidence: 80, + startTime: 1671693347323, + numOutputs: 0, + key: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4', + jobId: 'ab5065a7a83e9f81273f90b9d0449b3494030c53e89d83ea72cd76c5671e6add', + endTime: 1671693410000, + }, + }, + progress: 100, + uuid: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8', + status: 'COMPLETED', +}; // create-track-iterator -const event_StateCreateTrackIterator = { - "operation": "create-track-iterator", - "data": { - "segment": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-proxy", - "duration": 284653, - "requestTime": 1671693342864, - "cursor": 0, - "backlogId": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8-segment-3c193375", - "prefix": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/", - "framerate": 29.97, - "minConfidence": 80, - "startTime": 1671693347323, - "numOutputs": 1, - "key": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4", - "jobId": "ab5065a7a83e9f81273f90b9d0449b3494030c53e89d83ea72cd76c5671e6add", - "endTime": 1671693410000 - } - }, - "progress": 100, - "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "status": "COMPLETED" - } +const eventStateCreateTrackIterator = { + operation: 'create-track-iterator', + data: { + segment: { + bucket: 'so0050-111111111111-account-number-us-west-2-proxy', + duration: 284653, + requestTime: 1671693342864, + cursor: 0, + backlogId: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8-segment-3c193375', + prefix: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/', + framerate: 29.97, + minConfidence: 80, + startTime: 1671693347323, + numOutputs: 1, + key: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4', + jobId: 'ab5065a7a83e9f81273f90b9d0449b3494030c53e89d83ea72cd76c5671e6add', + endTime: 1671693410000, + }, + }, + progress: 100, + uuid: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8', + status: 'COMPLETED', +}; // index-analysis-iterator -const event_StateIndexAnalysisIterator = { - "operation": "index-analysis-results", - "data": { - "segment": { - "startTime": 1671693347323, - "endTime": 1671693410000, - "backlogId": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8-segment-3c193375", - "jobId": "ab5065a7a83e9f81273f90b9d0449b3494030c53e89d83ea72cd76c5671e6add", - "numOutputs": 1, - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-proxy", - "output": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/raw/20221222T071542/rekognition/segment/", - "metadata": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/metadata/segment/", - "vtt": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/vtt/segment/", - "edl": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/edl/segment/" - } - }, - "progress": 100, - "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "status": "COMPLETED" - } +const eventStateIndexAnalysisIterator = { + operation: 'index-analysis-results', + data: { + segment: { + startTime: 1671693347323, + endTime: 1671693410000, + backlogId: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8-segment-3c193375', + jobId: 'ab5065a7a83e9f81273f90b9d0449b3494030c53e89d83ea72cd76c5671e6add', + numOutputs: 1, + bucket: 'so0050-111111111111-account-number-us-west-2-proxy', + output: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/raw/20221222T071542/rekognition/segment/', + metadata: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/metadata/segment/', + vtt: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/vtt/segment/', + edl: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/edl/segment/', + }, + }, + progress: 100, + uuid: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8', + status: 'COMPLETED', +}; // job-completed -const event_StateJobCompleted = { - "operation": "job-completed", - "stateExecution": { - "Id": "arn:aws:states:us-west-2:account-number:execution:so0050-0a709c9ee415-analysis-video:3bc3cdb8-44ae-4e7d-8839-f43e3f12ae9b", - "Input": { - "status": "NOT_STARTED", - "progress": 0, - "input": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-ingest", - "key": "JUMANJI_Interview/JUMANJI_Interview.mp4", - "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "aiOptions": { - "sentiment": true, - "textROI": [ - false, - false, - false, - false, - false, - false, - false, - false, - false - ], - "framebased": false, - "celeb": true, - "frameCaptureMode": 0, - "keyphrase": true, - "label": true, - "languageCode": "en-US", - "facematch": false, - "transcribe": true, - "face": true, - "customentity": false, - "person": true, - "minConfidence": 80, - "textract": true, - "moderation": true, - "segment": true, - "customlabel": false, - "text": true, - "entity": true, - "customLabelModels": [] - }, - "attributes": {}, - "destination": { - "bucket": "so0050-0a709c9ee415-account-number-us-west-2-proxy", - "prefix": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/" - }, - "duration": 284653, - "framerate": 29.97, - "video": { - "enabled": true, - "key": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4" - }, - "audio": { - "enabled": true, - "key": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.m4a" - }, - "image": { - "enabled": false - }, - "document": { - "enabled": false - }, - "request": { - "timestamp": 1671693342864 - }, - "metrics": { - "duration": 284653, - "requestTime": 1671693342864, - "startTime": 1671693344722 - } +const eventStateJobCompleted = { + operation: 'job-completed', + stateExecution: { + Id: 'arn:aws:states:us-west-2:account-number:execution:so0050-111111111111-analysis-video:3bc3cdb8-44ae-4e7d-8839-f43e3f12ae9b', + Input: { + status: 'NOT_STARTED', + progress: 0, + input: { + bucket: 'so0050-111111111111-account-number-us-west-2-ingest', + key: 'JUMANJI_Interview/JUMANJI_Interview.mp4', + uuid: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8', + aiOptions: { + sentiment: true, + textROI: [ + false, + false, + false, + false, + false, + false, + false, + false, + false, + ], + framebased: false, + celeb: true, + frameCaptureMode: 0, + keyphrase: true, + label: true, + languageCode: 'en-US', + facematch: false, + transcribe: true, + face: true, + customentity: false, + person: true, + minConfidence: 80, + textract: true, + moderation: true, + segment: true, + customlabel: false, + text: true, + entity: true, + customLabelModels: [], + }, + attributes: {}, + destination: { + bucket: 'so0050-111111111111-account-number-us-west-2-proxy', + prefix: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/', + }, + duration: 284653, + framerate: 29.97, + video: { + enabled: true, + key: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.mp4', + }, + audio: { + enabled: true, + key: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/transcode/aiml/JUMANJI_Interview.m4a', + }, + image: { + enabled: false, + }, + document: { + enabled: false, + }, + request: { + timestamp: 1671693342864, + }, + metrics: { + duration: 284653, + requestTime: 1671693342864, + startTime: 1671693344722, }, - "data": {}, - "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8" }, - "StartTime": "2022-12-22T07:15:45.207Z", - "Name": "3bc3cdb8-44ae-4e7d-8839-f43e3f12ae9b", - "RoleArn": "arn:aws:iam::account-number:role/so0050-0a709c9ee415/MyMedia2CloudTest-Backend-AnalysisStateMachineServ-15UVTS9SYPLZU" - }, - "parallelStateOutputs": [ - { - "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "stateMachine": "so0050-0a709c9ee415-analysis-video", - "operation": "prepare-frame-track-iterators", - "overallStatus": "PROCESSING", - "status": "NOT_STARTED", - "progress": 0, - "data": { - "iterators": [] - } + data: {}, + uuid: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8', + }, + StartTime: '2022-12-22T07:15:45.207Z', + Name: '3bc3cdb8-44ae-4e7d-8839-f43e3f12ae9b', + RoleArn: 'arn:aws:iam::account-number:role/so0050-111111111111/MyMedia2CloudTest-Backend-AnalysisStateMachineServ-15UVTS9SYPLZU', + }, + parallelStateOutputs: [ + { + uuid: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8', + stateMachine: 'so0050-111111111111-analysis-video', + operation: 'prepare-frame-track-iterators', + overallStatus: 'PROCESSING', + status: 'NOT_STARTED', + progress: 0, + data: { + iterators: [], }, - { - "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "stateMachine": "so0050-0a709c9ee415-analysis-video", - "operation": "prepare-video-detection-iterators", - "overallStatus": "PROCESSING", - "status": "NOT_STARTED", - "progress": 0, - "data": { - "iterators": [ - { - "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "stateMachine": "so0050-0a709c9ee415-analysis-video", - "operation": "index-analysis-results", - "overallStatus": "PROCESSING", - "status": "COMPLETED", - "progress": 100, - "data": { - "celeb": { - "startTime": 1671693347300, - "endTime": 1671693408000, - "backlogId": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8-celeb-9d504a2b", - "jobId": "1da867cde610043c68703babe8ab0833907123aab791e21e6363ca964b8baf46", - "numOutputs": 1, - "output": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/raw/20221222T071542/rekognition/celeb/mapFile.json", - "metadata": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/metadata/celeb/", - "timeseries": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/timeseries/celeb/", - "vtt": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/vtt/celeb/" - } - } + }, + { + uuid: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8', + stateMachine: 'so0050-111111111111-analysis-video', + operation: 'prepare-video-detection-iterators', + overallStatus: 'PROCESSING', + status: 'NOT_STARTED', + progress: 0, + data: { + iterators: [ + { + uuid: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8', + stateMachine: 'so0050-111111111111-analysis-video', + operation: 'index-analysis-results', + overallStatus: 'PROCESSING', + status: 'COMPLETED', + progress: 100, + data: { + celeb: { + startTime: 1671693347300, + endTime: 1671693408000, + backlogId: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8-celeb-9d504a2b', + jobId: '1da867cde610043c68703babe8ab0833907123aab791e21e6363ca964b8baf46', + numOutputs: 1, + output: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/raw/20221222T071542/rekognition/celeb/mapFile.json', + metadata: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/metadata/celeb/', + timeseries: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/timeseries/celeb/', + vtt: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/vtt/celeb/', + }, }, - { - "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "stateMachine": "so0050-0a709c9ee415-analysis-video", - "operation": "index-analysis-results", - "overallStatus": "PROCESSING", - "status": "COMPLETED", - "progress": 100, - "data": { - "face": { - "startTime": 1671693348465, - "endTime": 1671693451000, - "backlogId": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8-face-7e71b798", - "jobId": "489e381f1e04455241dab9c6d176ba78b8ed27865d84824a37906e50d39e97a0", - "numOutputs": 1, - "output": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/raw/20221222T071542/rekognition/face/mapFile.json", - "metadata": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/metadata/face/", - "timeseries": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/timeseries/face/", - "vtt": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/vtt/face/" - } - } + }, + { + uuid: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8', + stateMachine: 'so0050-111111111111-analysis-video', + operation: 'index-analysis-results', + overallStatus: 'PROCESSING', + status: 'COMPLETED', + progress: 100, + data: { + face: { + startTime: 1671693348465, + endTime: 1671693451000, + backlogId: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8-face-7e71b798', + jobId: '489e381f1e04455241dab9c6d176ba78b8ed27865d84824a37906e50d39e97a0', + numOutputs: 1, + output: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/raw/20221222T071542/rekognition/face/mapFile.json', + metadata: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/metadata/face/', + timeseries: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/timeseries/face/', + vtt: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/vtt/face/', + }, }, - { - "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "stateMachine": "so0050-0a709c9ee415-analysis-video", - "operation": "index-analysis-results", - "overallStatus": "PROCESSING", - "status": "COMPLETED", - "progress": 100, - "data": { - "label": { - "startTime": 1671693347644, - "endTime": 1671693420000, - "backlogId": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8-label-f07df949", - "jobId": "de150001a40f02c5001b30cce62a2e2e1b0d24578ec13243e6a86155a1bf2b0d", - "numOutputs": 1, - "output": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/raw/20221222T071542/rekognition/label/mapFile.json", - "metadata": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/metadata/label/", - "timeseries": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/timeseries/label/", - "vtt": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/vtt/label/" - } - } + }, + { + uuid: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8', + stateMachine: 'so0050-111111111111-analysis-video', + operation: 'index-analysis-results', + overallStatus: 'PROCESSING', + status: 'COMPLETED', + progress: 100, + data: { + label: { + startTime: 1671693347644, + endTime: 1671693420000, + backlogId: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8-label-f07df949', + jobId: 'de150001a40f02c5001b30cce62a2e2e1b0d24578ec13243e6a86155a1bf2b0d', + numOutputs: 1, + output: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/raw/20221222T071542/rekognition/label/mapFile.json', + metadata: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/metadata/label/', + timeseries: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/timeseries/label/', + vtt: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/vtt/label/', + }, }, - { - "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "stateMachine": "so0050-0a709c9ee415-analysis-video", - "operation": "index-analysis-results", - "overallStatus": "PROCESSING", - "status": "COMPLETED", - "progress": 100, - "data": { - "moderation": { - "startTime": 1671693348388, - "endTime": 1671693452000, - "backlogId": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8-moderation-00850110", - "jobId": "1a64331d9f1ab72f1d18e4d0a3a936995b4ec337bb16126838a3c3240b038ce4", - "numOutputs": 1, - "output": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/raw/20221222T071542/rekognition/moderation/mapFile.json", - "metadata": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/metadata/moderation/", - "timeseries": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/timeseries/moderation/", - "vtt": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/vtt/moderation/" - } - } + }, + { + uuid: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8', + stateMachine: 'so0050-111111111111-analysis-video', + operation: 'index-analysis-results', + overallStatus: 'PROCESSING', + status: 'COMPLETED', + progress: 100, + data: { + moderation: { + startTime: 1671693348388, + endTime: 1671693452000, + backlogId: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8-moderation-00850110', + jobId: '1a64331d9f1ab72f1d18e4d0a3a936995b4ec337bb16126838a3c3240b038ce4', + numOutputs: 1, + output: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/raw/20221222T071542/rekognition/moderation/mapFile.json', + metadata: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/metadata/moderation/', + timeseries: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/timeseries/moderation/', + vtt: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/vtt/moderation/', + }, + }, + }, + { + uuid: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8', + stateMachine: 'so0050-111111111111-analysis-video', + operation: 'index-analysis-results', + overallStatus: 'PROCESSING', + status: 'COMPLETED', + progress: 100, + data: { + text: { + startTime: 1671693348376, + endTime: 1671693418000, + backlogId: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8-text-336a55e7', + jobId: '1f07b0a9fb1fd47f67a0a25156582a696405313a26aad0cc7e11a85ff10b6240', + numOutputs: 1, + output: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/raw/20221222T071542/rekognition/text/mapFile.json', + metadata: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/metadata/text/', + timeseries: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/timeseries/text/', + }, }, - { - "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "stateMachine": "so0050-0a709c9ee415-analysis-video", - "operation": "index-analysis-results", - "overallStatus": "PROCESSING", - "status": "COMPLETED", - "progress": 100, - "data": { - "text": { - "startTime": 1671693348376, - "endTime": 1671693418000, - "backlogId": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8-text-336a55e7", - "jobId": "1f07b0a9fb1fd47f67a0a25156582a696405313a26aad0cc7e11a85ff10b6240", - "numOutputs": 1, - "output": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/raw/20221222T071542/rekognition/text/mapFile.json", - "metadata": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/metadata/text/", - "timeseries": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/timeseries/text/" - } - } + }, + { + uuid: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8', + stateMachine: 'so0050-111111111111-analysis-video', + operation: 'index-analysis-results', + overallStatus: 'PROCESSING', + status: 'COMPLETED', + progress: 100, + data: { + person: { + startTime: 1671693347332, + endTime: 1671693736000, + backlogId: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8-person-659d1b6d', + jobId: 'e0e1746f94a5ca5832fd6d40726249b17038e07e022064a499d03ad56a1478b1', + numOutputs: 1, + output: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/raw/20221222T071542/rekognition/person/mapFile.json', + metadata: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/metadata/person/', + timeseries: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/timeseries/person/', + vtt: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/vtt/person/', + }, }, - { - "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "stateMachine": "so0050-0a709c9ee415-analysis-video", - "operation": "index-analysis-results", - "overallStatus": "PROCESSING", - "status": "COMPLETED", - "progress": 100, - "data": { - "person": { - "startTime": 1671693347332, - "endTime": 1671693736000, - "backlogId": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8-person-659d1b6d", - "jobId": "e0e1746f94a5ca5832fd6d40726249b17038e07e022064a499d03ad56a1478b1", - "numOutputs": 1, - "output": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/raw/20221222T071542/rekognition/person/mapFile.json", - "metadata": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/metadata/person/", - "timeseries": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/timeseries/person/", - "vtt": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/vtt/person/" - } - } + }, + { + uuid: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8', + stateMachine: 'so0050-111111111111-analysis-video', + operation: 'index-analysis-results', + overallStatus: 'PROCESSING', + status: 'COMPLETED', + progress: 100, + data: { + segment: { + startTime: 1671693347323, + endTime: 1671693410000, + backlogId: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8-segment-3c193375', + jobId: 'ab5065a7a83e9f81273f90b9d0449b3494030c53e89d83ea72cd76c5671e6add', + numOutputs: 1, + output: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/raw/20221222T071542/rekognition/segment/', + metadata: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/metadata/segment/', + vtt: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/vtt/segment/', + edl: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/edl/segment/', + }, }, - { - "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "stateMachine": "so0050-0a709c9ee415-analysis-video", - "operation": "index-analysis-results", - "overallStatus": "PROCESSING", - "status": "COMPLETED", - "progress": 100, - "data": { - "segment": { - "startTime": 1671693347323, - "endTime": 1671693410000, - "backlogId": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8-segment-3c193375", - "jobId": "ab5065a7a83e9f81273f90b9d0449b3494030c53e89d83ea72cd76c5671e6add", - "numOutputs": 1, - "output": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/raw/20221222T071542/rekognition/segment/", - "metadata": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/metadata/segment/", - "vtt": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/vtt/segment/", - "edl": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8/JUMANJI_Interview/edl/segment/" - } - } - } - ] - } + }, + ], }, - { - "uuid": "ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8", - "stateMachine": "so0050-0a709c9ee415-analysis-video", - "operation": "prepare-custom-detection-iterators", - "overallStatus": "PROCESSING", - "status": "NOT_STARTED", - "progress": 0, - "data": { - "iterators": [] - } - } - ] - } - + }, + { + uuid: 'ae67fe18-c8f8-7cff-662a-d8ea2bacd5c8', + stateMachine: 'so0050-111111111111-analysis-video', + operation: 'prepare-custom-detection-iterators', + overallStatus: 'PROCESSING', + status: 'NOT_STARTED', + progress: 0, + data: { + iterators: [], + }, + }, + ], +}; const context = { - invokedFunctionArn: 'arn:partition:service:region:account-id:resource-id', - getRemainingTimeInMillis: 1000 -} - - describe('#Main/Analysis/Video::', () => { - - beforeAll(() => { - // Mute console.log output for internal functions - console.log = jest.fn(); - }); + invokedFunctionArn: 'arn:partition:service:region:account-id:resource-id', + getRemainingTimeInMillis: 1000, +}; - +describe('#Main/Analysis/Video::', () => { + beforeAll(() => { + // Mute console.log output for internal functions + console.log = jest.fn(); + }); - beforeEach(() => { - jest.resetModules() // Most important - it clears the cache - // These env varialbes are not needed to test functionality - process.env = { - ENV_SOLUTION_ID: 'Test_ENV_Variable', - ENV_RESOURCE_PREFIX: 'Test_ENV_Variable', - ENV_SOLUTION_UUID: 'Test_ENV_Variable', - ENV_ANONYMIZED_USAGE: 'Test_ENV_Variable', - ENV_IOT_HOST: 'Test_ENV_Variable', - ENV_IOT_TOPIC: 'Test_ENV_Variable', - ENV_PROXY_BUCKET: 'Test_ENV_Variable', - ENV_DATA_ACCESS_ROLE: 'Test_ENV_Variable', - ENV_ES_DOMAIN_ENDPOINT: 'Test_ENV_Variable' - }; + beforeEach(() => { + jest.resetModules(); // Most important - it clears the cache + // These env varialbes are not needed to test functionality + process.env = { + ENV_SOLUTION_ID: 'Test_ENV_Variable', + ENV_RESOURCE_PREFIX: 'Test_ENV_Variable', + ENV_SOLUTION_UUID: 'Test_ENV_Variable', + ENV_ANONYMOUS_USAGE: 'Test_ENV_Variable', + ENV_IOT_HOST: 'Test_ENV_Variable', + ENV_IOT_TOPIC: 'Test_ENV_Variable', + ENV_PROXY_BUCKET: 'Test_ENV_Variable', + ENV_DATA_ACCESS_ROLE: 'Test_ENV_Variable', + ENV_ES_DOMAIN_ENDPOINT: 'Test_ENV_Variable', + }; - process.env.ENV_ES_DOMAIN_ENDPOINT = 'Test_ENV_Variable'; + process.env.ENV_ES_DOMAIN_ENDPOINT = 'Test_ENV_Variable'; + }); - }); - - test('Test Lambda handler for state start document ', async () => { - - const response = await lambda.handler(event_StateStartImageAnalysis, context); - // Expected JSON response with correct ID. - expect(response.uuid).toBe('6c56edc5-a973-3485-c9eb-16292d709749'); - }); - - - test('Test StateIndexAnalysisResults', async () => { - // const stateData = lambda.parseEvent(event_StateIndexAnalysisResults, context); - const stateData = new StateData(Environment.StateMachines.DocumentAnalysis, event_StateIndexAnalysisResults, context); - - let instance = new StateIndexAnalysisResults(stateData); - console.log(instance); - - expect(instance).toBeDefined(); - }); + // test('Test Lambda handler for state start document ', async () => { + // const response = await lambda.handler(eventStateStartImageAnalysis, context); + // // Expected JSON response with correct ID. + // expect(response.uuid).toBe('6c56edc5-a973-3485-c9eb-16292d709749'); + // }); + // test('Test StateIndexAnalysisResults', async () => { + // // const stateData = lambda.parseEvent(eventStateIndexAnalysisResults, context); + // const stateData = new StateData( + // Environment.StateMachines.DocumentAnalysis, + // eventStateIndexAnalysisResults, + // context + // ); + // const instance = new StateIndexAnalysisResults(stateData); + // console.log(instance); + // expect(instance).toBeDefined(); + // }); }); - - diff --git a/source/main/analysis/video/jest.config.js b/source/main/analysis/video/jest.config.js index ea7e24a..274ec67 100644 --- a/source/main/analysis/video/jest.config.js +++ b/source/main/analysis/video/jest.config.js @@ -1,6 +1,5 @@ module.exports = { - setupTestFrameworkScriptFile: 'tests/setup.js', - transform: { + transform: { '^.+\\.jsx?$': 'babel-jest', }, roots: [''], diff --git a/source/main/analysis/video/package-lock.json b/source/main/analysis/video/package-lock.json index d8dc96d..1e6afcd 100644 --- a/source/main/analysis/video/package-lock.json +++ b/source/main/analysis/video/package-lock.json @@ -1,46 +1,53 @@ { "name": "analysis-video", - "version": "1.0.0", - "lockfileVersion": 2, + "version": "3.0.0", + "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "analysis-video", - "version": "1.0.0", - "license": "Apache-2.0", + "version": "3.0.0", "devDependencies": { "core-lib": "file:../../../layers/core-lib", "service-backlog-lib": "file:../../../layers/service-backlog-lib" } }, "../../../layers/core-lib": { - "version": "1.0.0", + "version": "4.0.0", "dev": true, - "license": "Apache-2.0", "dependencies": { - "@npcz/magic": "^1.3.11", - "adm-zip": "^0.5.5", - "aws4": "^1.12.0", + "@npcz/magic": "^1.3.16", + "adm-zip": "^0.5.12", + "csv-parser": "^3.0.0", "mime": "^3.0.0", - "node-webvtt": "^1.9.3", - "sqlstring": "^2.3.1", - "tar-stream": "^3.1.6" + "node-webvtt": "^1.9.4", + "regression": "^2.0.1", + "tar-stream": "^3.1.7" }, "devDependencies": { - "aws-sdk": "2.831.0", - "aws-sdk-mock": "5.8.0", - "jest": "^29.3.1", + "@aws-sdk/client-dynamodb": "^3.540.0", + "@aws-sdk/client-iot-data-plane": "^3.540.0", + "@aws-sdk/client-s3": "^3.540.0", + "@aws-sdk/client-sns": "^3.540.0", + "@aws-sdk/s3-request-presigner": "^3.540.0", + "aws-sdk-client-mock": "^3.1.0", "node-stringbuilder": "2.2.6" } }, "../../../layers/service-backlog-lib": { "version": "1.0.0", "dev": true, - "license": "Apache-2.0", "devDependencies": { - "aws-sdk": "2.831.0", - "aws-sdk-mock": "5.8.0", - "jest": "^29.3.1" + "@aws-sdk/client-comprehend": "^3.540.0", + "@aws-sdk/client-dynamodb": "^3.540.0", + "@aws-sdk/client-eventbridge": "^3.540.0", + "@aws-sdk/client-mediaconvert": "^3.540.0", + "@aws-sdk/client-rekognition": "^3.540.0", + "@aws-sdk/client-sfn": "^3.540.0", + "@aws-sdk/client-textract": "^3.540.0", + "@aws-sdk/client-transcribe": "^3.540.0", + "@aws-sdk/util-dynamodb": "^3.540.0", + "aws-sdk-client-mock": "^2.2.0" } }, "node_modules/core-lib": { @@ -51,31 +58,5 @@ "resolved": "../../../layers/service-backlog-lib", "link": true } - }, - "dependencies": { - "core-lib": { - "version": "file:../../../layers/core-lib", - "requires": { - "@npcz/magic": "^1.3.11", - "adm-zip": "^0.5.5", - "aws-sdk": "2.831.0", - "aws-sdk-mock": "5.8.0", - "aws4": "^1.12.0", - "jest": "^29.3.1", - "mime": "^3.0.0", - "node-stringbuilder": "2.2.6", - "node-webvtt": "^1.9.3", - "sqlstring": "^2.3.1", - "tar-stream": "^3.1.6" - } - }, - "service-backlog-lib": { - "version": "file:../../../layers/service-backlog-lib", - "requires": { - "aws-sdk": "2.831.0", - "aws-sdk-mock": "5.8.0", - "jest": "^29.3.1" - } - } } } diff --git a/source/main/analysis/video/package.json b/source/main/analysis/video/package.json index ec00ee4..6cd6645 100644 --- a/source/main/analysis/video/package.json +++ b/source/main/analysis/video/package.json @@ -1,6 +1,6 @@ { "name": "analysis-video", - "version": "1.0.0", + "version": "3.0.0", "description": "Analysis Video nested state machine lambda to run Amazon Rekognition Video processes", "main": "index.js", "private": true, @@ -9,17 +9,13 @@ "test": "mocha *.spec.js", "build:clean": "rm -rf dist && mkdir -p dist", "build:copy": "cp -rv index.js package.json states dist/", - "build:install": "cd dist && npm install --omit=dev --omit=optional", + "build:install": "cd dist && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" }, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, + "author": "aws-mediaent-solutions", "devDependencies": { "core-lib": "file:../../../layers/core-lib", "service-backlog-lib": "file:../../../layers/service-backlog-lib" - }, - "license": "Apache-2.0" + } } diff --git a/source/main/analysis/video/setEnvVars.js b/source/main/analysis/video/setEnvVars.js index 331686f..b29b464 100644 --- a/source/main/analysis/video/setEnvVars.js +++ b/source/main/analysis/video/setEnvVars.js @@ -2,7 +2,7 @@ process.env.ENV_ES_DOMAIN_ENDPOINT = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_ID = 'Test_ENV_Variable'; process.env.ENV_RESOURCE_PREFIX = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_UUID = 'Test_ENV_Variable'; -process.env.ENV_ANONYMIZED_USAGE = 'Test_ENV_Variable'; +process.env.ENV_ANONYMOUS_USAGE = 'Test_ENV_Variable'; process.env.ENV_IOT_HOST = 'Test_ENV_Variable'; process.env.ENV_IOT_TOPIC = 'Test_ENV_Variable'; process.env.ENV_PROXY_BUCKET = 'Test_ENV_Variable'; diff --git a/source/main/analysis/video/stateMachineCustomModelDetection.json b/source/main/analysis/video/stateMachineCustomModelDetection.json new file mode 100644 index 0000000..fa25d28 --- /dev/null +++ b/source/main/analysis/video/stateMachineCustomModelDetection.json @@ -0,0 +1,252 @@ +{ + "Comment": "custom model detection state machine, substate of analysis video workflow. Uses Amazon Rekognition Custom Label feature.", + "StartAt": "which advanced feature?", + "States": { + "which advanced feature?": { + "Type": "Choice", + "Choices": [ + { + "And": [ + { + "Variable": "$.data", + "IsPresent": true + }, + { + "Variable": "$.data.scene", + "IsPresent": true + }, + { + "Variable": "$.data.segment", + "IsPresent": true + }, + { + "Variable": "$.data.framesegmentation", + "IsPresent": true + } + ], + "Next": "Run scene embeddings" + }, + { + "And": [ + { + "Variable": "$.data", + "IsPresent": true + }, + { + "Variable": "$.data.customlabel", + "IsPresent": true + }, + { + "Variable": "$.data.customlabel.customLabelModels", + "IsPresent": true + } + ], + "Next": "Start custom model detection and wait" + } + ], + "Default": "Feature not enabled" + }, + "Run scene embeddings": { + "Type": "Task", + "Resource": "${RunImageEmbeddingsLambda.Arn}", + "InputPath": "$.data.scene", + "ResultPath": "$.data.scene", + "Next": "More scene embeddings?", + "Retry": [ + { + "ErrorEquals": [ + "Lambda.ClientExecutionTimeoutException", + "Lambda.ServiceException", + "Lambda.AWSLambdaException", + "Lambda.SdkClientException" + ], + "IntervalSeconds": 6, + "MaxAttempts": 6, + "BackoffRate": 2 + }, + { + "ErrorEquals": [ + "Lambda.TooManyRequestsException" + ], + "IntervalSeconds": 1, + "MaxAttempts": 6, + "BackoffRate": 1.5 + }, + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.1 + } + ] + }, + "More scene embeddings?": { + "Type": "Choice", + "Choices": [ + { + "And": [ + { + "Variable": "$.data.scene.status", + "IsPresent": true + }, + { + "Variable": "$.data.scene.status", + "StringEquals": "COMPLETED" + } + ], + "Next": "Search frame similarity with faiss" + } + ], + "Default": "Run scene embeddings" + }, + "Search frame similarity with faiss": { + "Type": "Task", + "Resource": "${SearchFrameSimilarityLambda.Arn}", + "InputPath": "$.data.scene", + "ResultPath": "$.data.scene", + "Next": "Create scene events", + "Retry": [ + { + "ErrorEquals": [ + "Lambda.ClientExecutionTimeoutException", + "Lambda.ServiceException", + "Lambda.AWSLambdaException", + "Lambda.SdkClientException" + ], + "IntervalSeconds": 6, + "MaxAttempts": 6, + "BackoffRate": 2 + }, + { + "ErrorEquals": [ + "Lambda.TooManyRequestsException" + ], + "IntervalSeconds": 1, + "MaxAttempts": 6, + "BackoffRate": 1.5 + }, + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.1 + } + ] + }, + "Create scene events": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "operation": "create-scene-events", + "uuid.$": "$.uuid", + "input.$": "$.input", + "data.$": "$.data", + "status": "NOT_STARTED", + "progress": 0 + }, + "End": true + }, + "Start custom model detection and wait": { + "Type": "Task", + "Resource": "arn:aws:states:::lambda:invoke.waitForTaskToken", + "Parameters": { + "FunctionName": "${AnalysisVideoLambda}", + "Payload": { + "token.$": "$$.Task.Token", + "operation": "start-detection-iterator", + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "data.$": "$.data" + } + }, + "TimeoutSeconds": 86400, + "Next": "Collect custom model detection results" + }, + "Collect custom model detection results": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "operation": "collect-results-iterator", + "data.$": "$.data" + }, + "Next": "Create custom model detection tracks", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.1 + } + ] + }, + "Create custom model detection tracks": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "operation": "create-track-iterator", + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "data.$": "$.data" + }, + "Next": "More tracks?", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.1 + } + ] + }, + "More tracks?": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.status", + "StringEquals": "COMPLETED", + "Next": "Index custom model detection results" + } + ], + "Default": "Create custom model detection tracks" + }, + "Index custom model detection results": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "operation": "index-analysis-results", + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "data.$": "$.data" + }, + "End": true, + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.1 + } + ] + }, + + "Feature not enabled": { + "Type": "Succeed" + } + } +} diff --git a/source/main/analysis/video/stateMachineDefinition.json b/source/main/analysis/video/stateMachineDefinition.json index 5efdcba..6d1179d 100644 --- a/source/main/analysis/video/stateMachineDefinition.json +++ b/source/main/analysis/video/stateMachineDefinition.json @@ -1,180 +1,16 @@ { + "Comment": "video analysis state machine. Fan out to numbers of child state machines to handle frame based, custom model, and video based analysis", "StartAt": "Start video analysis", "States": { "Start video analysis": { "Type": "Parallel", "Branches": [ { - "StartAt": "Frame-based detection iterators", + "StartAt": "Video based detection iterators", "States": { - "Frame-based detection iterators": { + "Video based detection iterators": { "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "prepare-frame-detection-iterators", - "uuid.$": "$.uuid", - "input.$": "$.input", - "data.$": "$.data", - "status": "NOT_STARTED", - "progress": 0 - }, - "Next": "Frame based analysis", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] - }, - "Frame based analysis": { - "Type": "Map", - "ItemsPath": "$.data.iterators", - "MaxConcurrency": 10, - "Iterator": { - "StartAt": "Detect frame (Iterator)", - "States": { - "Detect frame (Iterator)": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "detect-frame-iterator", - "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", - "data.$": "$.data" - }, - "Next": "More frames (Iterator)?", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] - }, - "More frames (Iterator)?": { - "Type": "Choice", - "Choices": [ - { - "Variable": "$.status", - "StringEquals": "COMPLETED", - "Next": "Detect frame completed" - } - ], - "Default": "Detect frame (Iterator)" - }, - "Detect frame completed": { - "Type": "Succeed" - } - } - }, - "ResultPath": "$.data.iterators", - "Next": "Frame-based track iterators" - }, - "Frame-based track iterators": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "prepare-frame-track-iterators", - "uuid.$": "$.uuid", - "data.$": "$.data", - "status": "NOT_STARTED", - "progress": 0 - }, - "Next": "Frame based track iterators", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] - }, - "Frame based track iterators": { - "Type": "Map", - "ItemsPath": "$.data.iterators", - "MaxConcurrency": 10, - "Iterator": { - "StartAt": "Create frame-based track (Iterator)", - "States": { - "Create frame-based track (Iterator)": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "create-track-iterator", - "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", - "data.$": "$.data" - }, - "Next": "More frame-based tracks (Iterator)?", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] - }, - "More frame-based tracks (Iterator)?": { - "Type": "Choice", - "Choices": [ - { - "Variable": "$.status", - "StringEquals": "COMPLETED", - "Next": "Index frame-based analysis (Iterator)" - } - ], - "Default": "Create frame-based track (Iterator)" - }, - "Index frame-based analysis (Iterator)": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "index-analysis-results", - "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", - "data.$": "$.data" - }, - "End": true, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] - } - } - }, - "ResultPath": "$.data.iterators", - "End": true - } - } - }, - { - "StartAt": "Video-based detection iterators", - "States": { - "Video-based detection iterators": { - "Type": "Task", - "Resource": "${x0}", + "Resource": "${AnalysisVideoLambda.Arn}", "Parameters": { "operation": "prepare-video-detection-iterators", "uuid.$": "$.uuid", @@ -197,18 +33,20 @@ }, "Video based analysis": { "Type": "Map", - "ItemsPath": "$.data.iterators", "MaxConcurrency": 10, - "Iterator": { - "StartAt": "Start detection and wait (Iterator)", + "ItemsPath": "$.data.iterators", + "ItemProcessor": { + "ProcessorConfig": { + "Mode": "INLINE" + }, + "StartAt": "Run video based detection", "States": { - "Start detection and wait (Iterator)": { + "Run video based detection": { "Type": "Task", - "Resource":"arn:aws:states:::lambda:invoke.waitForTaskToken", + "Resource": "arn:aws:states:::states:startExecution.sync:2", "Parameters": { - "FunctionName": "${a0}", - "Payload": { - "token.$":"$$.Task.Token", + "StateMachineArn": "${VideoBasedDetectionStateMachine.Arn}", + "Input": { "operation": "start-detection-iterator", "uuid.$": "$.uuid", "status": "NOT_STARTED", @@ -216,85 +54,8 @@ "data.$": "$.data" } }, - "TimeoutSeconds": 86400, - "Next": "Collect detection results (Iterator)" - }, - "Collect detection results (Iterator)": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", - "operation": "collect-results-iterator", - "data.$": "$.data" - }, - "Next": "Create video-based track (Iterator)", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] - }, - "Create video-based track (Iterator)": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "create-track-iterator", - "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", - "data.$": "$.data" - }, - "Next": "More video-based tracks (Iterator)?", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] - }, - "More video-based tracks (Iterator)?": { - "Type": "Choice", - "Choices": [ - { - "Variable": "$.status", - "StringEquals": "COMPLETED", - "Next": "Index video-based analysis (Iterator)" - } - ], - "Default": "Create video-based track (Iterator)" - }, - "Index video-based analysis (Iterator)": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "index-analysis-results", - "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", - "data.$": "$.data" - }, - "End": true, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] + "OutputPath": "$.Output", + "End": true } } }, @@ -304,135 +65,148 @@ } }, { - "StartAt": "Custom detection iterators", + "StartAt": "Run dynamic frame segmentation", "States": { - "Custom detection iterators": { + "Run dynamic frame segmentation": { "Type": "Task", - "Resource": "${x0}", + "Resource": "arn:aws:states:::states:startExecution.sync:2", "Parameters": { - "operation": "prepare-custom-detection-iterators", - "uuid.$": "$.uuid", - "input.$": "$.input", - "data.$": "$.data", - "status": "NOT_STARTED", - "progress": 0 - }, - "Next": "Custom analysis", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 + "StateMachineArn": "${DynamicFrameSegmentationStateMachine.Arn}", + "Input": { + "operation": "prepare-segment-detection", + "uuid.$": "$.uuid", + "input.$": "$.input", + "data.$": "$.data", + "status": "NOT_STARTED", + "progress": 0 } - ] + }, + "OutputPath": "$.Output", + "Next": "Start frame-based analysis" }, - "Custom analysis": { - "Type": "Map", - "ItemsPath": "$.data.iterators", - "MaxConcurrency": 10, - "Iterator": { - "StartAt": "Start custom and wait (Iterator)", - "States": { - "Start custom and wait (Iterator)": { - "Type": "Task", - "Resource":"arn:aws:states:::lambda:invoke.waitForTaskToken", - "Parameters": { - "FunctionName": "${a0}", - "Payload": { - "token.$":"$$.Task.Token", - "operation": "start-detection-iterator", + "Start frame-based analysis": { + "Type": "Parallel", + "Branches": [ + { + "StartAt": "Frame based detection iterators", + "States": { + "Frame based detection iterators": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "operation": "prepare-frame-detection-iterators", "uuid.$": "$.uuid", + "input.$": "$.input", + "data.$": "$.data", "status": "NOT_STARTED", - "progress": 0, - "data.$": "$.data" - } + "progress": 0 + }, + "Next": "Frame based analysis", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.1 + } + ] }, - "TimeoutSeconds": 86400, - "Next": "Collect custom results (Iterator)" - }, - "Collect custom results (Iterator)": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", - "operation": "collect-results-iterator", - "data.$": "$.data" - }, - "Next": "Create custom track (Iterator)", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] - }, - "Create custom track (Iterator)": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "create-track-iterator", - "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", - "data.$": "$.data" - }, - "Next": "More custom tracks (Iterator)?", - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] - }, - "More custom tracks (Iterator)?": { - "Type": "Choice", - "Choices": [ - { - "Variable": "$.status", - "StringEquals": "COMPLETED", - "Next": "Index custom analysis (Iterator)" - } - ], - "Default": "Create custom track (Iterator)" - }, - "Index custom analysis (Iterator)": { - "Type": "Task", - "Resource": "${x0}", - "Parameters": { - "operation": "index-analysis-results", - "uuid.$": "$.uuid", - "status.$": "$.status", - "progress.$": "$.progress", - "data.$": "$.data" + "Frame based analysis": { + "Type": "Map", + "MaxConcurrency": 10, + "ItemsPath": "$.data.iterators", + "ItemProcessor": { + "ProcessorConfig": { + "Mode": "INLINE" + }, + "StartAt": "Run frame based detection", + "States": { + "Run frame based detection": { + "Type": "Task", + "Resource": "arn:aws:states:::states:startExecution.sync:2", + "Parameters": { + "StateMachineArn": "${FrameBasedDetectionStateMachine.Arn}", + "Input": { + "operation": "detect-frame-iterator", + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "data.$": "$.data" + } + }, + "OutputPath": "$.Output", + "End": true + } + } + }, + "ResultPath": "$.data.iterators", + "End": true + } + } + }, + { + "StartAt": "Custom model detection iterators", + "States": { + "Custom model detection iterators": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "operation": "prepare-custom-detection-iterators", + "uuid.$": "$.uuid", + "input.$": "$.input", + "data.$": "$.data", + "status": "NOT_STARTED", + "progress": 0 + }, + "Next": "Custom model analysis", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.1 + } + ] }, - "End": true, - "Retry": [ - { - "ErrorEquals": [ - "States.ALL" - ], - "IntervalSeconds": 1, - "MaxAttempts": 2, - "BackoffRate": 1.1 - } - ] + "Custom model analysis": { + "Type": "Map", + "MaxConcurrency": 10, + "ItemsPath": "$.data.iterators", + "ItemProcessor": { + "ProcessorConfig": { + "Mode": "INLINE" + }, + "StartAt": "Run custom model detection", + "States": { + "Run custom model detection": { + "Type": "Task", + "Resource": "arn:aws:states:::states:startExecution.sync:2", + "Parameters": { + "StateMachineArn": "${CustomModelDetectionStateMachine.Arn}", + "Input": { + "operation": "start-detection-iterator", + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "input.$": "$.input", + "data.$": "$.data" + } + }, + "OutputPath": "$.Output", + "End": true + } + } + }, + "ResultPath": "$.data.iterators", + "End": true + } } } - }, - "ResultPath": "$.data.iterators", + ], "End": true } } @@ -442,7 +216,7 @@ }, "Video analysis completed": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${AnalysisVideoLambda.Arn}", "Parameters": { "operation": "job-completed", "stateExecution.$": "$$.Execution", diff --git a/source/main/analysis/video/stateMachineDynamicFrameSegmentation.json b/source/main/analysis/video/stateMachineDynamicFrameSegmentation.json new file mode 100644 index 0000000..afbb0e6 --- /dev/null +++ b/source/main/analysis/video/stateMachineDynamicFrameSegmentation.json @@ -0,0 +1,142 @@ +{ + "Comment": "frame segmentation using Amazon Rekognition Shot Segment, perceptual hash distance", + "StartAt": "Use frame segmentation", + "States": { + "Use frame segmentation": { + "Type": "Choice", + "Choices": [ + { + "And": [ + { + "Variable": "$.input", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions.segment", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions.segment", + "BooleanEquals": true + }, + { + "Variable": "$.input.aiOptions.framebased", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions.framebased", + "BooleanEquals": true + }, + { + "Variable": "$.input.aiOptions.frameCaptureMode", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions.frameCaptureMode", + "NumericEquals": 9999 + } + ], + "Next": "Prepare segment detection" + }, + { + "And": [ + { + "Variable": "$.input", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions.segment", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions.segment", + "BooleanEquals": false + }, + { + "Variable": "$.input.aiOptions.framebased", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions.framebased", + "BooleanEquals": true + }, + { + "Variable": "$.input.aiOptions.frameCaptureMode", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions.frameCaptureMode", + "NumericEquals": 9999 + } + ], + "Next": "Dynamically select frames" + } + ], + "Default": "Frame segmentation completed" + }, + "Prepare segment detection": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "operation": "prepare-segment-detection", + "uuid.$": "$.uuid", + "input.$": "$.input", + "data.$": "$.data", + "status": "NOT_STARTED", + "progress": 0 + }, + "Next": "Run segment detection and wait" + }, + "Run segment detection and wait": { + "Type": "Task", + "Resource": "arn:aws:states:::states:startExecution.sync:2", + "Parameters": { + "StateMachineArn": "${VideoBasedDetectionStateMachine.Arn}", + "Input": { + "operation": "start-detection-iterator", + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "data.$": "$.data" + } + }, + "OutputPath": "$.Output", + "Next": "Dynamically select frames" + }, + "Dynamically select frames": { + "Type": "Task", + "Resource": "${AnalysisVideoFrameSegmentationLambda.Arn}", + "Parameters": { + "operation": "select-segment-frames", + "uuid.$": "$.uuid", + "input.$": "$$.Execution.Input.input", + "data.$": "$.data", + "status": "NOT_STARTED", + "progress": 0 + }, + "Next": "More frames?" + }, + "More frames?": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.status", + "StringEquals": "COMPLETED", + "Next": "Frame segmentation completed" + } + ], + "Default": "Dynamically select frames" + }, + "Frame segmentation completed": { + "Type": "Succeed" + } + } +} \ No newline at end of file diff --git a/source/main/analysis/video/stateMachineFrameDetection.json b/source/main/analysis/video/stateMachineFrameDetection.json new file mode 100644 index 0000000..d7e30e0 --- /dev/null +++ b/source/main/analysis/video/stateMachineFrameDetection.json @@ -0,0 +1,105 @@ +{ + "Comment": "frame based detection state machine, substate of analysis video workflow. Uses Amazon Rekognition Image APIs", + "StartAt": "Detect frame", + "States": { + "Detect frame": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "operation": "detect-frame-iterator", + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "data.$": "$.data" + }, + "Next": "More frames?", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.1 + } + ] + }, + "More frames?": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.status", + "StringEquals": "COMPLETED", + "Next": "Reset status for track creation" + } + ], + "Default": "Detect frame" + }, + "Reset status for track creation": { + "Type": "Pass", + "Parameters": { + "operation": "create-track-iterator", + "uuid.$": "$.uuid", + "data.$": "$.data", + "status": "NOT_STARTED", + "progress": 0 + }, + "Next": "Create frame based track" + }, + "Create frame based track": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "operation": "create-track-iterator", + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "data.$": "$.data" + }, + "Next": "More frame based tracks?", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.1 + } + ] + }, + "More frame based tracks?": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.status", + "StringEquals": "COMPLETED", + "Next": "Index frame based analysis" + } + ], + "Default": "Create frame based track" + }, + "Index frame based analysis": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "operation": "index-analysis-results", + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "data.$": "$.data" + }, + "End": true, + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.1 + } + ] + } + } +} diff --git a/source/main/analysis/video/stateMachineVideoDetection.json b/source/main/analysis/video/stateMachineVideoDetection.json new file mode 100644 index 0000000..d5c5b50 --- /dev/null +++ b/source/main/analysis/video/stateMachineVideoDetection.json @@ -0,0 +1,111 @@ +{ + "Comment": "video based detection state machine, substate of analysis video workflow. Uses Amazon Rekognition Video APIs", + "StartAt": "Start video detection and wait", + "States": { + "Start video detection and wait": { + "Type": "Task", + "Resource": "arn:aws:states:::lambda:invoke.waitForTaskToken", + "Parameters": { + "FunctionName": "${AnalysisVideoLambda}", + "Payload": { + "token.$": "$$.Task.Token", + "operation": "start-detection-iterator", + "uuid.$": "$.uuid", + "status": "NOT_STARTED", + "progress": 0, + "data.$": "$.data" + } + }, + "TimeoutSeconds": 86400, + "Next": "Collect video detection results" + }, + "Collect video detection results": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "operation": "collect-results-iterator", + "data.$": "$.data" + }, + "Next": "More detection results?", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.1 + } + ] + }, + "More detection results?": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.status", + "StringEquals": "COMPLETED", + "Next": "Create video detection tracks" + } + ], + "Default": "Collect video detection results" + }, + "Create video detection tracks": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "operation": "create-track-iterator", + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "data.$": "$.data" + }, + "Next": "More tracks?", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.1 + } + ] + }, + "More tracks?": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.status", + "StringEquals": "COMPLETED", + "Next": "Index video detection results" + } + ], + "Default": "Create video detection tracks" + }, + "Index video detection results": { + "Type": "Task", + "Resource": "${AnalysisVideoLambda.Arn}", + "Parameters": { + "operation": "index-analysis-results", + "uuid.$": "$.uuid", + "status.$": "$.status", + "progress.$": "$.progress", + "data.$": "$.data" + }, + "End": true, + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.1 + } + ] + } + } +} diff --git a/source/main/analysis/video/states/collect-results-iterator/index.js b/source/main/analysis/video/states/collect-results-iterator/index.js index 834fa95..fe017fa 100644 --- a/source/main/analysis/video/states/collect-results-iterator/index.js +++ b/source/main/analysis/video/states/collect-results-iterator/index.js @@ -3,8 +3,20 @@ const { StateData, - AnalysisError, - AnalysisTypes, + M2CException, + AnalysisTypes: { + Rekognition: { + Celeb, + Face, + FaceMatch, + Label, + Moderation, + Person, + Segment, + Text, + CustomLabel, + }, + }, } = require('core-lib'); const CollectCelebIterator = require('./iterators/collect-celeb'); const CollectFaceIterator = require('./iterators/collect-face'); @@ -16,20 +28,10 @@ const CollectSegmentIterator = require('./iterators/collect-segment'); const CollectTextIterator = require('./iterators/collect-text'); const CollectCustomLabelIterator = require('./iterators/collect-custom-label'); -const SUBCATEGORY_CELEB = AnalysisTypes.Rekognition.Celeb; -const SUBCATEGORY_FACE = AnalysisTypes.Rekognition.Face; -const SUBCATEGORY_FACEMATCH = AnalysisTypes.Rekognition.FaceMatch; -const SUBCATEGORY_LABEL = AnalysisTypes.Rekognition.Label; -const SUBCATEGORY_MODERATION = AnalysisTypes.Rekognition.Moderation; -const SUBCATEGORY_PERSON = AnalysisTypes.Rekognition.Person; -const SUBCATEGORY_SEGMENT = AnalysisTypes.Rekognition.Segment; -const SUBCATEGORY_TEXT = AnalysisTypes.Rekognition.Text; -const SUBCATEGORY_CUSTOMLABEL = AnalysisTypes.Rekognition.CustomLabel; - class StateCollectResultsIterator { constructor(stateData) { if (!(stateData instanceof StateData)) { - throw new AnalysisError('stateData not StateData object'); + throw new M2CException('stateData not StateData object'); } this.$stateData = stateData; } @@ -43,43 +45,39 @@ class StateCollectResultsIterator { } async process() { - const data = this.stateData.data; + const { + data, + } = this.stateData; + let iterator; - if (data[SUBCATEGORY_CELEB]) { + if (data[Celeb]) { iterator = new CollectCelebIterator(this.stateData); - } - else if (data[SUBCATEGORY_FACE]) { + } else if (data[Face]) { iterator = new CollectFaceIterator(this.stateData); - } - else if (data[SUBCATEGORY_FACEMATCH]) { + } else if (data[FaceMatch]) { iterator = new CollectFaceMatchIterator(this.stateData); - } - else if (data[SUBCATEGORY_LABEL]) { + } else if (data[Label]) { iterator = new CollectLabelIterator(this.stateData); - } - else if (data[SUBCATEGORY_MODERATION]) { + } else if (data[Moderation]) { iterator = new CollectModerationIterator(this.stateData); - } - else if (data[SUBCATEGORY_PERSON]) { + } else if (data[Person]) { iterator = new CollectPersonIterator(this.stateData); - } - else if (data[SUBCATEGORY_SEGMENT]) { + } else if (data[Segment]) { iterator = new CollectSegmentIterator(this.stateData); - } - else if (data[SUBCATEGORY_TEXT]) { + } else if (data[Text]) { iterator = new CollectTextIterator(this.stateData); - } - else if (data[SUBCATEGORY_CUSTOMLABEL]) { + } else if (data[CustomLabel]) { iterator = new CollectCustomLabelIterator(this.stateData); + } else { + const message = `iterator for ${Object.keys(data).join(', ')} not supported`; + console.error( + 'ERR:', + 'StateCollectResultsIterator.process:', + message + ); + throw M2CException(message); } - else { - iterator = undefined; - } - if (!iterator) { - const e = `iterator '${Object.keys(data).join(',')}' not impl`; - console.error(e); - throw new AnalysisError(e); - } + return iterator.process(); } } diff --git a/source/main/analysis/video/states/collect-results-iterator/iterators/collect-celeb/index.js b/source/main/analysis/video/states/collect-results-iterator/iterators/collect-celeb/index.js index a39b81e..27c398a 100644 --- a/source/main/analysis/video/states/collect-results-iterator/iterators/collect-celeb/index.js +++ b/source/main/analysis/video/states/collect-results-iterator/iterators/collect-celeb/index.js @@ -1,17 +1,11 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + GetCelebrityRecognitionCommand, +} = require('@aws-sdk/client-rekognition'); const { AnalysisTypes, - Environment, } = require('core-lib'); const BaseCollectResultsIterator = require('../shared/baseCollectResultsIterator'); @@ -21,11 +15,6 @@ const NAMED_KEY = 'Celebrities'; class CollectCelebIterator extends BaseCollectResultsIterator { constructor(stateData) { super(stateData, SUBCATEGORY, NAMED_KEY); - const rekog = new AWS.Rekognition({ - apiVersion: '2016-06-27', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - this.$func = rekog.getCelebrityRecognition.bind(rekog); this.$paramOptions = { SortBy: 'TIMESTAMP', }; @@ -35,17 +24,25 @@ class CollectCelebIterator extends BaseCollectResultsIterator { return 'CollectCelebIterator'; } - mapUniqueNameToSequenceFile(mapData, data, seqFile) { - let keys = data.map(x => - (x.Celebrity || {}).Name).filter(x => x); - keys = [...new Set(keys)]; - while (keys.length) { - const key = keys.shift(); - const unique = new Set(mapData[key]); - unique.add(seqFile); - mapData[key] = [...unique]; - } - return mapData; + getRunCommand(params) { + return new GetCelebrityRecognitionCommand(params); + } + + parseResults(dataset) { + const minConfidence = this.minConfidence; + return dataset[NAMED_KEY] + .filter((x) => + x.Celebrity + && x.Celebrity.Name + && x.Celebrity.Confidence >= minConfidence); + } + + getUniqueNames(dataset) { + return [ + ...new Set(dataset + .map((x) => + x.Celebrity.Name)), + ]; } } diff --git a/source/main/analysis/video/states/collect-results-iterator/iterators/collect-custom-label/index.js b/source/main/analysis/video/states/collect-results-iterator/iterators/collect-custom-label/index.js index 320a05c..04c96d3 100644 --- a/source/main/analysis/video/states/collect-results-iterator/iterators/collect-custom-label/index.js +++ b/source/main/analysis/video/states/collect-results-iterator/iterators/collect-custom-label/index.js @@ -5,6 +5,7 @@ const PATH = require('path'); const { CommonUtils, AnalysisTypes, + MapDataVersion, } = require('core-lib'); const BaseCollectResultsIterator = require('../shared/baseCollectResultsIterator'); @@ -24,53 +25,84 @@ class CollectCustomLabelIterator extends BaseCollectResultsIterator { async process() { const data = this.stateData.data[this.subCategory]; - if (data.numOutputs === 0) { - return this.setCompleted(); + const bucket = data.bucket; + const key = data.output; + const parsed = PATH.parse(key); + const prefix = parsed.dir; + const name = parsed.base; + + const dataset = await CommonUtils.download( + bucket, + key + ).then((res) => + JSON.parse(res)) + .catch((e) => + console.error(e)); + if (dataset && dataset[NAMED_KEY]) { + const filtered = this.parseResults(dataset); + dataset[NAMED_KEY] = filtered; + + const mapData = { + version: MapDataVersion, + file: name, + data: this.getUniqueNames(filtered), + }; + + await Promise.all([ + this.updateFile( + bucket, + prefix, + name, + dataset + ), + this.updateFile( + bucket, + prefix, + MAP_FILENAME, + mapData + ), + ]); } - data.cursor = 0; - do { - await this.processResults(data.cursor++); - } while (data.cursor < data.numOutputs); - /* create mapData file */ - const prefix = this.makeRawDataPrefix(this.subCategory); - const name = MAP_FILENAME; - await CommonUtils.uploadFile(data.bucket, prefix, name, this.mapData) - .catch(e => console.error(e)); - return (data.cursor === data.numOutputs) - ? this.setCompleted() - : this.setProgress(Math.round((data.cursor / data.numOutputs) * 100)); + + return this.setCompleted(); } - async processResults(idx) { - const data = this.stateData.data[this.subCategory]; - const prefix = this.makeRawDataPrefix(this.subCategory); - const name = BaseCollectResultsIterator.makeSequenceFileName(idx); - const dataset = await CommonUtils.download(data.bucket, PATH.join(prefix, name), false) - .then(x => JSON.parse(x.Body.toString())[NAMED_KEY]); - this.mapData = this.mapUniqueNameToSequenceFile(this.mapData || {}, dataset, name); - return idx; + async updateFile( + bucket, + prefix, + name, + data + ) { + return CommonUtils.uploadFile( + bucket, + prefix, + name, + data + ).catch((e) => + console.error(e)); } - makeRawDataPrefix(subCategory) { - const data = this.stateData.data[subCategory]; - return PATH.join( - super.makeRawDataPrefix(subCategory), - data[CUSTOMLABEL_MODELS], - '/' - ); + parseResults(dataset) { + const minConfidence = this.minConfidence; + return dataset[NAMED_KEY] + .filter((x) => + x.CustomLabel + && x.CustomLabel.Name); } - mapUniqueNameToSequenceFile(mapData, data, seqFile) { - let keys = data.map(x => - (x.CustomLabel || {}).Name).filter(x => x); - keys = [...new Set(keys)]; - while (keys.length) { - const key = keys.shift(); - const unique = new Set(mapData[key]); - unique.add(seqFile); - mapData[key] = [...unique]; - } - return mapData; + getUniqueNames(dataset) { + return [ + ...new Set(dataset + .map((x) => + x.CustomLabel.Name)), + ]; + } + + makeRawDataPrefix(subCategory) { + const data = this.stateData.data[subCategory]; + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + return PATH.join(super.makeRawDataPrefix(subCategory), data[CUSTOMLABEL_MODELS], '/'); } } diff --git a/source/main/analysis/video/states/collect-results-iterator/iterators/collect-face-match/index.js b/source/main/analysis/video/states/collect-results-iterator/iterators/collect-face-match/index.js index 8dbc431..fb0ddda 100644 --- a/source/main/analysis/video/states/collect-results-iterator/iterators/collect-face-match/index.js +++ b/source/main/analysis/video/states/collect-results-iterator/iterators/collect-face-match/index.js @@ -1,68 +1,143 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); const { - AnalysisTypes, - Environment, + GetFaceSearchCommand, +} = require('@aws-sdk/client-rekognition'); +const { + AnalysisTypes: { + Rekognition: { + FaceMatch, + }, + }, + FaceIndexer, } = require('core-lib'); const BaseCollectResultsIterator = require('../shared/baseCollectResultsIterator'); -const SUBCATEGORY = AnalysisTypes.Rekognition.FaceMatch; const NAMED_KEY = 'Persons'; class CollectFaceMatchIterator extends BaseCollectResultsIterator { constructor(stateData) { - super(stateData, SUBCATEGORY, NAMED_KEY); - const rekog = new AWS.Rekognition({ - apiVersion: '2016-06-27', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - this.$func = rekog.getFaceSearch.bind(rekog); + super(stateData, FaceMatch, NAMED_KEY); this.$paramOptions = { SortBy: 'TIMESTAMP', }; + this.$faceIndexer = new FaceIndexer(); } get [Symbol.toStringTag]() { return 'CollectFaceMatchIterator'; } - parseResults(data) { + get faceIndexer() { + return this.$faceIndexer; + } + + getRunCommand(params) { + return new GetFaceSearchCommand(params); + } + + async getDetectionResults(params) { + let response = await super.getDetectionResults(params) + .then((res) => + this.amendGetFaceSearchResponse(res)); + + response = await response; + + return response; + } + + parseResults(dataset) { + const minConfidence = this.minConfidence; + const parsed = []; /* pick the best matched face by the similarity score */ - data[NAMED_KEY].map((person) => { - const filtered = (person.FaceMatches || []).filter(x => - x.Face.ExternalImageId).sort((a, b) => - b.Similarity - a.Similarity); - if (filtered.length) { - const bestMatched = filtered.shift(); - bestMatched.Timestamp = person.Timestamp; - person.FaceMatches = [bestMatched]; + while (dataset[NAMED_KEY].length) { + const item = dataset[NAMED_KEY].shift(); + if (item.FaceMatches && item.FaceMatches.length > 0) { + const bestMatched = item.FaceMatches + .sort((a, b) => + b.Similarity - a.Similarity) + .shift(); + if (bestMatched + && (bestMatched.Face || {}).ExternalImageId + && bestMatched.Similarity >= minConfidence) { + parsed.push({ + ...item, + FaceMatches: [ + bestMatched, + ], + }); + } } - return person.FaceMatches; - }); - return data[NAMED_KEY]; + } + return parsed; + } + + getUniqueNames(dataset) { + return [ + ...new Set(dataset + .map((x) => { + const face = x.FaceMatches[0].Face; + const faceId = face.FaceId; + + let name = face.Name; + if (!name) { + name = FaceIndexer.resolveExternalImageId( + face.ExternalImageId, + faceId + ); + } + return name; + })), + ]; } - mapUniqueNameToSequenceFile(mapData, data, seqFile) { - let keys = data.reduce((a0, c0) => - a0.concat((c0.FaceMatches || []).map(x0 => - (x0.Face || {}).ExternalImageId).filter(x => x)), []); - keys = [...new Set(keys)]; - while (keys.length) { - const key = keys.shift(); - const unique = new Set(mapData[key]); - unique.add(seqFile); - mapData[key] = [...unique]; + async amendGetFaceSearchResponse(response) { + // lookup faceId <-> celeb + const facesToGet = []; + + response.Persons.forEach((person) => { + person.FaceMatches.forEach((faceMatch) => { + const face = faceMatch.Face; + + if (face === undefined) { + return; + } + const found = this.faceIndexer.lookup(face.FaceId); + if (found === undefined) { + facesToGet.push(face); + } else if (found && found.celeb) { + face.Name = found.celeb; + } + }); + }); + + if (facesToGet.length > 0) { + const faceIds = facesToGet + .map((x) => + x.FaceId); + + await this.faceIndexer.batchGet(faceIds) + .then((res) => { + if (res.length > 0) { + facesToGet.forEach((face) => { + const found = this.faceIndexer.lookup(face.FaceId); + if (found && found.celeb) { + face.Name = found.celeb; + } else { + // do not return external image id if it can't resolve the name! + face.Name = FaceIndexer.resolveExternalImageId( + face.ExternalImageId, + false + ); + } + }); + } + return res; + }); } - return mapData; + + return response; } } diff --git a/source/main/analysis/video/states/collect-results-iterator/iterators/collect-face/index.js b/source/main/analysis/video/states/collect-results-iterator/iterators/collect-face/index.js index f3eb85d..dc57b75 100644 --- a/source/main/analysis/video/states/collect-results-iterator/iterators/collect-face/index.js +++ b/source/main/analysis/video/states/collect-results-iterator/iterators/collect-face/index.js @@ -1,17 +1,11 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + GetFaceDetectionCommand, +} = require('@aws-sdk/client-rekognition'); const { AnalysisTypes, - Environment, } = require('core-lib'); const BaseCollectResultsIterator = require('../shared/baseCollectResultsIterator'); @@ -21,28 +15,32 @@ const NAMED_KEY = 'Faces'; class CollectFaceIterator extends BaseCollectResultsIterator { constructor(stateData) { super(stateData, SUBCATEGORY, NAMED_KEY); - const rekog = new AWS.Rekognition({ - apiVersion: '2016-06-27', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - this.$func = rekog.getFaceDetection.bind(rekog); } get [Symbol.toStringTag]() { return 'CollectFaceIterator'; } - mapUniqueNameToSequenceFile(mapData, data, seqFile) { - let keys = data.map(x => - (x.Face.Gender || {}).Value).filter(x => x); - keys = [...new Set(keys)]; - while (keys.length) { - const key = keys.shift(); - const unique = new Set(mapData[key]); - unique.add(seqFile); - mapData[key] = [...unique]; - } - return mapData; + getRunCommand(params) { + return new GetFaceDetectionCommand(params); + } + + parseResults(dataset) { + const minConfidence = this.minConfidence; + return dataset[NAMED_KEY] + .filter((x) => + x.Face + && x.Face.Gender + && x.Face.Gender.Value + && x.Face.Confidence >= minConfidence); + } + + getUniqueNames(dataset) { + return [ + ...new Set(dataset + .map((x) => + x.Face.Gender.Value)), + ]; } } diff --git a/source/main/analysis/video/states/collect-results-iterator/iterators/collect-label/index.js b/source/main/analysis/video/states/collect-results-iterator/iterators/collect-label/index.js index 72cfb16..5782448 100644 --- a/source/main/analysis/video/states/collect-results-iterator/iterators/collect-label/index.js +++ b/source/main/analysis/video/states/collect-results-iterator/iterators/collect-label/index.js @@ -1,17 +1,11 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 - -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + GetLabelDetectionCommand, +} = require('@aws-sdk/client-rekognition'); const { AnalysisTypes, - Environment, + WhitelistLabels, } = require('core-lib'); const BaseCollectResultsIterator = require('../shared/baseCollectResultsIterator'); @@ -21,11 +15,6 @@ const NAMED_KEY = 'Labels'; class CollectLabelIterator extends BaseCollectResultsIterator { constructor(stateData) { super(stateData, SUBCATEGORY, NAMED_KEY); - const rekog = new AWS.Rekognition({ - apiVersion: '2016-06-27', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - this.$func = rekog.getLabelDetection.bind(rekog); this.$paramOptions = { SortBy: 'TIMESTAMP', }; @@ -35,17 +24,37 @@ class CollectLabelIterator extends BaseCollectResultsIterator { return 'CollectLabelIterator'; } - mapUniqueNameToSequenceFile(mapData, data, seqFile) { - let keys = data.map(x => - (x.Label || {}).Name).filter(x => x); - keys = [...new Set(keys)]; - while (keys.length) { - const key = keys.shift(); - const unique = new Set(mapData[key]); - unique.add(seqFile); - mapData[key] = [...unique]; - } - return mapData; + getRunCommand(params) { + return new GetLabelDetectionCommand(params); + } + + parseModelMetadata(dataset) { + return { + VideoMetadata: dataset.VideoMetadata, + LabelModelVersion: dataset.LabelModelVersion, + }; + } + + parseResults(dataset) { + /* Uncomment it to whitelist labels + const filtered = dataset[NAMED_KEY] + .filter((x) => + WhitelistLabels[x.Label.Name] !== undefined); + return filtered; + */ + const minConfidence = this.minConfidence; + return dataset[NAMED_KEY] + .filter((x) => + x.Label.Name + && x.Label.Confidence >= minConfidence); + } + + getUniqueNames(dataset) { + return [ + ...new Set(dataset + .map((x) => + x.Label.Name)), + ]; } } diff --git a/source/main/analysis/video/states/collect-results-iterator/iterators/collect-moderation/index.js b/source/main/analysis/video/states/collect-results-iterator/iterators/collect-moderation/index.js index 8f2df7c..b8ce6c3 100644 --- a/source/main/analysis/video/states/collect-results-iterator/iterators/collect-moderation/index.js +++ b/source/main/analysis/video/states/collect-results-iterator/iterators/collect-moderation/index.js @@ -1,17 +1,11 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + GetContentModerationCommand, +} = require('@aws-sdk/client-rekognition'); const { AnalysisTypes, - Environment, } = require('core-lib'); const BaseCollectResultsIterator = require('../shared/baseCollectResultsIterator'); @@ -21,11 +15,6 @@ const NAMED_KEY = 'ModerationLabels'; class CollectModerationIterator extends BaseCollectResultsIterator { constructor(stateData) { super(stateData, SUBCATEGORY, NAMED_KEY); - const rekog = new AWS.Rekognition({ - apiVersion: '2016-06-27', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - this.$func = rekog.getContentModeration.bind(rekog); this.$paramOptions = { SortBy: 'TIMESTAMP', }; @@ -35,22 +24,38 @@ class CollectModerationIterator extends BaseCollectResultsIterator { return 'CollectModerationIterator'; } - mapUniqueNameToSequenceFile(mapData, data, seqFile) { - /* if it got ParentName, ignore it. Only interested in top level moderation labels */ - let moderation = data.map((x) => { - if ((x.ModerationLabel || {}).ParentName) { - return undefined; - } - return (x.ModerationLabel || {}).Name; - }).filter((x) => x); - moderation = [...new Set(moderation)]; - while (moderation.length) { - const key = moderation.shift(); - const unique = new Set(mapData[key]); - unique.add(seqFile); - mapData[key] = [...unique]; - } - return mapData; + getRunCommand(params) { + return new GetContentModerationCommand(params); + } + + parseModelMetadata(dataset) { + return { + VideoMetadata: dataset.VideoMetadata, + ModerationModelVersion: dataset.ModerationModelVersion, + }; + } + + parseResults(dataset) { + const minConfidence = this.minConfidence; + return dataset[NAMED_KEY] + .filter((x) => + x.ModerationLabel + && x.ModerationLabel.Confidence >= minConfidence + && (x.ModerationLabel.Name || x.ModerationLabel.ParentName)); + } + + getUniqueNames(dataset) { + const unique = dataset + .map((x) => ([ + x.ModerationLabel.ParentName, + x.ModerationLabel.Name, + ])) + .flat(1) + .filter((x) => + x); + return [ + ...new Set(unique), + ]; } } diff --git a/source/main/analysis/video/states/collect-results-iterator/iterators/collect-person/index.js b/source/main/analysis/video/states/collect-results-iterator/iterators/collect-person/index.js index 68cf709..855efed 100644 --- a/source/main/analysis/video/states/collect-results-iterator/iterators/collect-person/index.js +++ b/source/main/analysis/video/states/collect-results-iterator/iterators/collect-person/index.js @@ -1,17 +1,11 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + GetPersonTrackingCommand, +} = require('@aws-sdk/client-rekognition'); const { AnalysisTypes, - Environment, } = require('core-lib'); const BaseCollectResultsIterator = require('../shared/baseCollectResultsIterator'); @@ -21,11 +15,6 @@ const NAMED_KEY = 'Persons'; class CollectPersonIterator extends BaseCollectResultsIterator { constructor(stateData) { super(stateData, SUBCATEGORY, NAMED_KEY); - const rekog = new AWS.Rekognition({ - apiVersion: '2016-06-27', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - this.$func = rekog.getPersonTracking.bind(rekog); this.$paramOptions = { SortBy: 'TIMESTAMP', }; @@ -35,17 +24,20 @@ class CollectPersonIterator extends BaseCollectResultsIterator { return 'CollectPersonIterator'; } - mapUniqueNameToSequenceFile(mapData, data, seqFile) { - let keys = data.map(x => - (x.Person || {}).Index).filter(x => x !== undefined).map(x => String(x)); - keys = [...new Set(keys)]; - while (keys.length) { - const key = keys.shift(); - const unique = new Set(mapData[key]); - unique.add(seqFile); - mapData[key] = [...unique]; - } - return mapData; + getRunCommand(params) { + return new GetPersonTrackingCommand(params); + } + + parseResults(dataset) { + return dataset[NAMED_KEY]; + } + + getUniqueNames(dataset) { + return [ + ...new Set(dataset + .map((x) => + String(x.Person.Index))), + ]; } } diff --git a/source/main/analysis/video/states/collect-results-iterator/iterators/collect-segment/index.js b/source/main/analysis/video/states/collect-results-iterator/iterators/collect-segment/index.js index f9b9b1d..7619b4d 100644 --- a/source/main/analysis/video/states/collect-results-iterator/iterators/collect-segment/index.js +++ b/source/main/analysis/video/states/collect-results-iterator/iterators/collect-segment/index.js @@ -1,69 +1,630 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 - -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const PATH = require('node:path'); +const { + GetSegmentDetectionCommand, +} = require('@aws-sdk/client-rekognition'); +const Jimp = require('jimp'); const { - AnalysisTypes, - Environment, + AnalysisTypes: { + Rekognition: { + Segment, + }, + }, + CommonUtils, + M2CException, + TimecodeUtils: { + framerateToEnum, + fromTimecode, + toTimecode, + }, } = require('core-lib'); const BaseCollectResultsIterator = require('../shared/baseCollectResultsIterator'); -const SUBCATEGORY = AnalysisTypes.Rekognition.Segment; const NAMED_KEY = 'Segments'; +const PREFIX_FRAMECAPTURE = 'transcode/frameCapture'; +const JSON_FRAME_HASH = 'frameHash.json'; +const BLACKFRAME_HASH = '00000000000'; +let TimecodeSettings = { + enumFPS: undefined, + dropFrame: undefined, +}; + +const DEFAULT_FILTER_SETTINGS = { + BlackFrame: { + MaxPixelThreshold: 0.2, // default is 0.2 + MinCoveragePercentage: 98, // default is 98% + }, +}; + +let FilterSettings = DEFAULT_FILTER_SETTINGS; class CollectSegmentIterator extends BaseCollectResultsIterator { constructor(stateData) { - super(stateData, SUBCATEGORY, NAMED_KEY); - const rekog = new AWS.Rekognition({ - apiVersion: '2016-06-27', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - this.$func = rekog.getSegmentDetection.bind(rekog); - this.$responseMetadata = undefined; + super(stateData, Segment, NAMED_KEY); + this.$frameHashes = undefined; + + const { + data, + } = stateData; + + _setFilterSettings((data[Segment] || {}).filterSettings); } get [Symbol.toStringTag]() { return 'CollectSegmentIterator'; } - get responseMetadata() { - return this.$responseMetadata; + get frameHashes() { + return this.$frameHashes; } - set responseMetadata(val) { - this.$responseMetadata = val; + set frameHashes(val) { + this.$frameHashes = val; } - mapUniqueNameToSequenceFile(mapData, data, seqFile) { - return undefined; + async process() { + const { + data: { + [Segment]: { + bucket, + prefix, + jobId, + }, + }, + } = this.stateData; + + // see if we have frame hashes output + if (jobId && bucket && prefix) { + const key = PATH.join(prefix, PREFIX_FRAMECAPTURE, JSON_FRAME_HASH); + + this.frameHashes = await CommonUtils.download(bucket, key) + .then((res) => + JSON.parse(res)) + .catch(() => + undefined); + } + + return super.process(); + } + + getRunCommand(params) { + return new GetSegmentDetectionCommand(params); + } + + parseModelMetadata(dataset) { + return { + VideoMetadata: dataset.VideoMetadata, + AudioMetadata: dataset.AudioMetadata, + SelectedSegmentTypes: dataset.SelectedSegmentTypes, + }; + } + + getUniqueNames(dataset) { + const technicalCueSegments = dataset + .filter((x) => + x.TechnicalCueSegment !== undefined) + .map((x) => + x.TechnicalCueSegment.Type); + + const uniques = [ + ...new Set(technicalCueSegments), + ]; + + const shotSegment = dataset + .find((x) => + x.ShotSegment !== undefined); + if (shotSegment) { + uniques.push('Shot'); + } + + return uniques; + } + + async postProcessAllResults(dataset) { + TimecodeSettings = _setTimecodeSettings(dataset); + + const duped = dataset; + + const { + technicalCues, + shotSegments, + } = _splitSegments(duped); + + const { + data: { + [Segment]: { + bucket, + prefix, + jobId, + }, + }, + } = this.stateData; + + const framePrefix = PATH.join(prefix, PREFIX_FRAMECAPTURE); + + await _findFramesInShotSegment( + bucket, + framePrefix, + shotSegments, + this.frameHashes + ); + + // add shot segment indices into technical cues + const unclassified = []; + let shotIdx = 0; + + for (let i = 0; i < technicalCues.length; i += 1) { + const technicalCue = technicalCues[i]; + + const tsta = technicalCue.StartTimestampMillis; + const tend = technicalCue.EndTimestampMillis; + + while (shotIdx < shotSegments.length) { + const shotSegment = shotSegments[shotIdx]; + const ssta = shotSegment.StartTimestampMillis; + const send = shotSegment.EndTimestampMillis; + const midpoint = Math.floor((ssta + send) / 2); + + if (midpoint > tend) { + break; + } + + if (midpoint < tsta) { + unclassified.push(shotSegment); + shotIdx += 1; + continue; + } + + // shot segment belongs to this technical cue + if (technicalCue.ShotSegmentRange === undefined) { + technicalCue.ShotSegmentRange = []; + } + technicalCue.ShotSegmentRange.push(shotSegment.ShotSegment.Index); + shotIdx += 1; + } + + if (technicalCue.ShotSegmentRange === undefined) { + // potentially be inside a content shot segment + technicalCue.ShotSegmentRange = _searchTechnicalCueInShotSegment( + technicalCue, + shotSegments + ); + + if (technicalCue.ShotSegmentRange !== undefined) { + // indicate the technical cue is partially in a shot segment + technicalCue.PartialShotSegment = true; + console.log(`TechincalCue.${technicalCue.TechnicalCueSegment.Type}: ${technicalCue.StartTimecodeSMPTE} -> ${technicalCue.EndTimecodeSMPTE}: found inside shot #${technicalCue.ShotSegmentRange[0]}.`); + } else { + console.log(`[WARN]: TechincalCue.${technicalCue.TechnicalCueSegment.Type}: ${technicalCue.StartTimecodeSMPTE} -> ${technicalCue.EndTimecodeSMPTE}: no ShotSegment found.`); + } + } else { + // set shot segment range + const min = Math.min(...technicalCue.ShotSegmentRange); + const max = Math.max(...technicalCue.ShotSegmentRange); + + technicalCue.ShotSegmentRange = [min, max]; + } + } + + duped.Segments = technicalCues.concat(shotSegments); + + // segments doesn't belong to any technical cue + if (unclassified.length > 0) { + duped.UnknownSegments = unclassified + .map((shotSegment) => + shotSegment.ShotSegment.Index); + } + + return duped; + } +} + +function _setTimecodeSettings(segments) { + const { + VideoMetadata: [ + { + FrameRate: frameRate, + }, + ], + Segments: [ + { + StartTimecodeSMPTE: smpteTimecode, + }, + ], + } = segments; + + const enumFPS = framerateToEnum(frameRate); + const dropFrame = !!(smpteTimecode.lastIndexOf(';') > 0); + + return { + enumFPS, + dropFrame, + }; +} + +function _splitSegments(segments) { + const shotSegments = []; + const contents = []; + const endCredits = []; + const others = []; + + console.log('TechnicalCues [BEFORE]:'); + for (let i = 0; i < segments.Segments.length; i += 1) { + const segment = segments.Segments[i]; + + if (segment.TechnicalCueSegment) { + console.log(`[${segment.StartTimecodeSMPTE}] -> [${segment.EndTimecodeSMPTE}] ${segment.TechnicalCueSegment.Type}`); + + if (segment.TechnicalCueSegment.Type === 'Content') { + contents.push(segment); + } else if (segment.TechnicalCueSegment.Type === 'EndCredits') { + endCredits.push(segment); + } else { + others.push(segment); + } + } else if (segment.ShotSegment) { + shotSegments.push(segment); + } + } + + // check for Contents within EndCredits + for (let i = 0; i < endCredits.length; i += 1) { + const { + StartTimestampMillis: tsta, + EndTimestampMillis: tend, + } = endCredits[i]; + + contents.forEach((content, idx) => { + if (content) { + const { + StartTimestampMillis: csta, + EndTimestampMillis: cend, + } = content; + if (csta >= tsta && cend <= tend) { + delete contents[idx]; + } + } + }); + } + + const technicalCues = [ + ...others, + ...contents + .filter((x) => x), + ...endCredits, + ]; + + technicalCues + .sort((a, b) => + a.StartTimestampMillis - b.StartTimestampMillis); + + console.log('TechnicalCues [AFTER]:'); + + technicalCues.forEach((technicalCue) => { + console.log(`[${technicalCue.StartTimecodeSMPTE}] -> [${technicalCue.EndTimecodeSMPTE}] ${technicalCue.TechnicalCueSegment.Type}`); + }); + + return { + technicalCues, + shotSegments, + }; +} + +function _searchTechnicalCueInShotSegment( + technicalCue, + shotSegments +) { + const { + StartTimestampMillis: cueSta, + EndTimestampMillis: cueEnd, + } = technicalCue; + + let shotSegmentRange; + const timestamp = Math.round((cueSta + cueEnd) / 2); + + for (let i = 0; i < shotSegments.length; i += 1) { + const { + StartTimestampMillis: tsta, + EndTimestampMillis: tend, + } = shotSegments[i]; + + if (timestamp < tsta) { + break; + } + + if (timestamp > tend) { + continue; + } + + shotSegmentRange = [i, i]; + break; + } + + return shotSegmentRange; +} + +async function _findFramesInShotSegment( + bucket, + framePrefix, + shotSegments, + frameHashes = [] +) { + if (frameHashes.length === 0) { + return; + } + const { + enumFPS, + dropFrame, + } = TimecodeSettings; + + if (enumFPS === undefined) { + throw new M2CException('invalid TimecodeSettings'); } - async getDetectionResults(params) { - return super.getDetectionResults(params) - .then((data) => { - if (!this.responseMetadata) { - this.responseMetadata = { - VideoMetadata: data.VideoMetadata, - AudioMetadata: data.AudioMetadata, - SelectedSegmentTypes: data.SelectedSegmentTypes, + let frameIdx = 0; + + for (let i = 0; i < shotSegments.length; i += 1) { + const shotSegment = shotSegments[i]; + const { + StartTimestampMillis: tsta, + EndTimestampMillis: tend, + StartFrameNumber: frameStart, + StartTimecodeSMPTE: smpteStart, + } = shotSegment; + + let frameIndices = []; + let transitionCandidates = []; + + for (frameIdx; frameIdx < frameHashes.length; frameIdx += 1) { + const frame = frameHashes[frameIdx]; + const { + timestamp, + } = frame; + + if (timestamp < tsta) { + continue; + } + + if (timestamp > tend) { + break; + } + + // Potentially a black frame? + const distance = _perceptualDistanceToBlackFrame(frame); + if (distance >= 0 && distance < 10) { + transitionCandidates.push({ + ...frame, + frameIdx, + }); + } + + frameIndices.push(frameIdx); + } + + if (transitionCandidates.length > 0) { + transitionCandidates = await _checkBlackFrames( + bucket, + framePrefix, + transitionCandidates + ); + } + + if (frameIndices.length > 0) { + const min = Math.min(...frameIndices); + const max = Math.max(...frameIndices); + + shotSegment.FrameRange = [min, max]; + + if (transitionCandidates.length > 0) { + const _min = transitionCandidates[0].frameIdx; + const _max = transitionCandidates[transitionCandidates.length - 1].frameIdx; + + if (_min === min) { + shotSegment.FadeInBlack = true; + } + + if (_max === max) { + shotSegment.FadeOutBlack = true; + } + + // transitional blackframe + const { + frameNo, + timestamp, + } = frameHashes[_max]; + + if (timestamp > tsta && timestamp < tend) { + const offset = frameNo - frameStart; + let frameNum = fromTimecode(enumFPS, smpteStart); + frameNum += offset; + + const [smpteTimecode, hhmmssff] = toTimecode(enumFPS, frameNum, dropFrame); + + shotSegment.TransitionBlack = { + TimestampMillis: timestamp, + FrameNumber: frameNo, + TimecodeSMPTE: smpteTimecode, }; } - return data; - }); + } + + transitionCandidates = []; + frameIndices = []; + } } +} + +function _perceptualDistanceToBlackFrame(frame) { + const { + laplacian, + hash, + } = frame; - async uploadFile(bucket, prefix, seqFile, data) { - return super.uploadFile(bucket, prefix, seqFile, { - [NAMED_KEY]: data, - ...this.responseMetadata, + // frame contains some details + if (laplacian >= 4) { + return -1; + } + + // perceptual hash provides only indication of whether a frame + // is perceptually similar to a black frame + const distance = Math.round( + Math.abs( + Jimp.compareHashes(hash, BLACKFRAME_HASH) * 100 + ) + ); + + return distance; +} + +async function _checkBlackFrames( + bucket, + prefix, + candidates +) { + const minLaplacian = Math.min( + ...candidates + .map((x) => + x.laplacian) + ); + + const promises = []; + const blackFrames = []; + + for (let i = 0; i < candidates.length; i += 1) { + const candidate = candidates[i]; + + if (candidate.laplacian === minLaplacian) { + promises.push(_analyseBlackLevel( + bucket, + prefix, + candidate.name + ).then((res) => { + if ((res || {}).isBlack) { + blackFrames.push({ + ...candidate, + ...res, + }); + } + })); + } + } + + await Promise.all(promises); + + return blackFrames + .sort((a, b) => + a.frameIdx - b.frameIdx); +} + +async function _analyseBlackLevel( + bucket, + prefix, + name +) { + try { + const key = PATH.join(prefix, name); + + const signed = await CommonUtils.getSignedUrl({ + Bucket: bucket, + Key: key, + }); + + const image = await new Promise((resolve, reject) => { + Jimp.read(signed) + .then((img) => { + resolve(img); + }) + .catch((e) => { + reject(e); + }); }); + + // compute luminance level + const imgW = image.bitmap.width; + const imgH = image.bitmap.height; + + const { + BlackFrame: { + MaxPixelThreshold: maxPixelThreshold, + MinCoveragePercentage: minCoveragePercentage, + }, + } = FilterSettings; + + const totalPixels = imgW * imgH; + const maxLuminance = 0 + (maxPixelThreshold * (255 - 0)); + const minBlackPixels = Math.round( + (minCoveragePercentage * totalPixels) / 100 + ); + + let blackPixels = 0; + image.scan(0, 0, imgW, imgH, (px, py, idx) => { + const rgba = image.bitmap.data; + const R = rgba[idx + 0]; + const G = rgba[idx + 1]; + const B = rgba[idx + 2]; + + const luminance = (0.2126 * R) + (0.7152 * G) + (0.0722 * B); + if (luminance < maxLuminance) { + blackPixels += 1; + } + }); + + const blackCoveragePercentage = (blackPixels / totalPixels) * 100; + const stats = { + isBlack: (blackPixels >= minBlackPixels), + blackPixels, + blackCoveragePercentage, + wxh: [imgW, imgH], + minCoveragePercentage, + maxPixelThreshold, + }; + + console.log(`_analyseBlackLevel: ${name}`); + console.log(JSON.stringify(stats, null, 2)); + + return stats; + } catch (e) { + return undefined; + } +} + +function _setFilterSettings(userFilterSettings = {}) { + try { + const { + maxPixelThreshold = 0.15, + minCoveragePercentage = 98, + } = userFilterSettings; + + let _maxPixelThreshold = Number(maxPixelThreshold); + let _minCoveragePercentage = Number(minCoveragePercentage); + + if ( + Number.isNaN(_maxPixelThreshold) || + Number.isNaN(_minCoveragePercentage) + ) { + return; + } + + _maxPixelThreshold = Math.min( + Math.max(_maxPixelThreshold, 0), + 0.99 + ); + + _minCoveragePercentage = Math.min( + Math.max(_minCoveragePercentage, 0), + 100 + ); + + // apply user defined settings + FilterSettings = { + BlackFrame: { + MaxPixelThreshold: _maxPixelThreshold, + MinCoveragePercentage: _minCoveragePercentage, + }, + }; + } catch (e) { + // do nothing } } diff --git a/source/main/analysis/video/states/collect-results-iterator/iterators/collect-text/index.js b/source/main/analysis/video/states/collect-results-iterator/iterators/collect-text/index.js index 81681bd..eea064c 100644 --- a/source/main/analysis/video/states/collect-results-iterator/iterators/collect-text/index.js +++ b/source/main/analysis/video/states/collect-results-iterator/iterators/collect-text/index.js @@ -1,17 +1,11 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + GetTextDetectionCommand, +} = require('@aws-sdk/client-rekognition'); const { AnalysisTypes, - Environment, } = require('core-lib'); const BaseCollectResultsIterator = require('../shared/baseCollectResultsIterator'); @@ -21,17 +15,16 @@ const NAMED_KEY = 'TextDetections'; class CollectTextIterator extends BaseCollectResultsIterator { constructor(stateData) { super(stateData, SUBCATEGORY, NAMED_KEY); - const rekog = new AWS.Rekognition({ - apiVersion: '2016-06-27', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - this.$func = rekog.getTextDetection.bind(rekog); } get [Symbol.toStringTag]() { return 'CollectTextIterator'; } + getRunCommand(params) { + return new GetTextDetectionCommand(params); + } + checkCriteria(text) { return (!Number.isNaN(Number(text)) || (text && /[a-zA-Z0-9]{3,}/.test(text))) @@ -39,26 +32,32 @@ class CollectTextIterator extends BaseCollectResultsIterator { : undefined; } - mapUniqueNameToSequenceFile(mapData, data, seqFile) { - let keys = data + parseModelMetadata(dataset) { + return { + VideoMetadata: dataset.VideoMetadata, + TextModelVersion: dataset.TextModelVersion, + }; + } + + parseResults(dataset) { + const minConfidence = this.minConfidence; + /* also filter out if DetectedText is not a number or is less than 3 characters */ + return dataset[NAMED_KEY] .filter((x) => - (x.TextDetection || {}).Type === 'LINE') - .map((x) => - this.checkCriteria((x.TextDetection || {}).DetectedText)) - .filter((x) => x); - keys = [...new Set(keys)]; - while (keys.length) { - const key = keys.shift(); - try { - /* property name such as 'constructor' will throw error */ - const unique = new Set(mapData[key]); - unique.add(seqFile); - mapData[key] = [...unique]; - } catch (e) { - console.log('[ERR]: mapUniqueNameToSequenceFile: invalid text:', key, e.message); - } - } - return mapData; + x.TextDetection.Type === 'LINE' + && x.TextDetection.Confidence >= minConfidence + && ( + !Number.isNaN(Number(x.TextDetection.DetectedText)) + || /[a-zA-Z0-9]{3,}/.test(x.TextDetection.DetectedText) + )); + } + + getUniqueNames(dataset) { + return [ + ...new Set(dataset + .map((x) => + x.TextDetection.DetectedText)), + ]; } } diff --git a/source/main/analysis/video/states/collect-results-iterator/iterators/shared/baseCollectResultsIterator.js b/source/main/analysis/video/states/collect-results-iterator/iterators/shared/baseCollectResultsIterator.js index 0f94509..64abdb9 100644 --- a/source/main/analysis/video/states/collect-results-iterator/iterators/shared/baseCollectResultsIterator.js +++ b/source/main/analysis/video/states/collect-results-iterator/iterators/shared/baseCollectResultsIterator.js @@ -1,39 +1,47 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 - const PATH = require('path'); +const { + RekognitionClient, +} = require('@aws-sdk/client-rekognition'); const { StateData, - AnalysisError, CommonUtils, - Retry, + MapDataVersion, + Environment, + xraysdkHelper, + retryStrategyHelper, + M2CException, } = require('core-lib'); const CATEGORY = 'rekognition'; -const RESULTS_PER_FILE = 10; // merge 10 detection results into one file -const MAP_FILENAME = 'mapFile.json'; const MAX_SAMPLING_RATE = 2000; // 2s max sampling rate +const MIN_SAMPLING_RATE = 800; // min 800ms +const MAP_FILENAME = 'mapFile.json'; +const DATA_FILENAME = '00000000.json'; + +const CUSTOM_USER_AGENT = Environment.Solution.Metrics.CustomUserAgent; class BaseCollectResultsIterator { constructor(stateData, subCategory, namedKey) { if (!(stateData instanceof StateData)) { - throw new AnalysisError('stateData not StateData object'); + throw new M2CException('stateData not StateData object'); } /* detection type such as label, celeb, and etc */ if (!subCategory) { - throw new AnalysisError('subCategory not specified'); + throw new M2CException('subCategory not specified'); } /* JSON output file's root key */ if (!namedKey) { - throw new AnalysisError('namedKey not specified'); + throw new M2CException('namedKey not specified'); } this.$stateData = stateData; this.$subCategory = subCategory; this.$namedKey = namedKey; this.$dataset = []; - this.$mapData = undefined; - this.$func = undefined; + this.$mapData = []; this.$paramOptions = undefined; + this.$modelMetadata = undefined; } get [Symbol.toStringTag]() { @@ -56,6 +64,10 @@ class BaseCollectResultsIterator { return this.$dataset; } + set dataset(val) { + this.$dataset = val; + } + get mapData() { return this.$mapData; } @@ -64,39 +76,30 @@ class BaseCollectResultsIterator { this.$mapData = val; } - get func() { - return this.$func; - } - get paramOptions() { return this.$paramOptions; } - /* derived class to implement */ - mapUniqueNameToSequenceFile(mapFile, data, seqFile) { - throw new AnalysisError('dervied class to implement mapUniqueNameToSequenceFile'); + get modelMetadata() { + return this.$modelMetadata; + } + + set modelMetadata(val) { + this.$modelMetadata = val; + } + + get minConfidence() { + return this.stateData.data[this.subCategory].minConfidence; } async process() { const data = this.stateData.data[this.subCategory]; if (!data.jobId) { - throw new AnalysisError(`missing data.${this.subCategory}.jobId`); - } - if (typeof this.func !== 'function') { - throw new AnalysisError('this.func not implement'); + throw new M2CException(`missing data.${this.subCategory}.jobId`); } - do { - const t0 = new Date(); - await this.processResults(data.jobId); - await this.flushDataset(); - /* make sure we allocate enough time for the next iteration */ - const remained = this.stateData.getRemainingTime(); - const consumed = new Date() - t0; - if (this.stateData.quitNow() || (remained - (consumed * 1.2) <= 0)) { - break; - } - } while (data.nextToken); - await this.flushDataset(); + + data.nextToken = await this.processResults(data.jobId); + data.numOutputs = 1; return (!data.nextToken) ? this.setCompleted() @@ -105,29 +108,93 @@ class BaseCollectResultsIterator { async processResults(jobId) { const data = this.stateData.data[this.subCategory]; - let batchIdx = 0; + const bucket = data.bucket; + const prefix = this.makeRawDataPrefix(this.subCategory); + + let nextToken = data.nextToken; + let lambdaTimeout; do { - await this.getDetectionResults({ + const response = await this.getDetectionResults({ ...this.paramOptions, JobId: jobId, - NextToken: data.nextToken, - }).then((dataset) => { - data.nextToken = dataset.NextToken; - return this.dataset.splice(this.dataset.length, 0, ...this.parseResults(dataset)); + NextToken: nextToken, }); - } while (data.nextToken && batchIdx++ < RESULTS_PER_FILE); + nextToken = this.collectResults(response); + lambdaTimeout = this.stateData.quitNow(); + } while (nextToken !== undefined && !lambdaTimeout); + if (!data.sampling) { data.sampling = BaseCollectResultsIterator.computeSampling(this.dataset); } - return data.nextToken; + + await this.updateOutputs(bucket, prefix, nextToken); + + return nextToken; + } + + collectResults(data) { + if (!this.modelMetadata) { + this.modelMetadata = this.parseModelMetadata(data); + } + + const parsed = this.parseResults(data); + this.dataset = this.dataset.concat(parsed); + + const uniques = this.getUniqueNames(parsed); + + this.mapData = this.mapData.concat(uniques); + this.mapData = [ + ...new Set(this.mapData), + ]; + + return data.NextToken; + } + + parseModelMetadata(dataset) { + return { + VideoMetadata: dataset.VideoMetadata, + }; + } + + async updateOutputs(bucket, prefix, nextToken) { + return Promise.all([ + this.updateDataFile(bucket, prefix, DATA_FILENAME, this.dataset, nextToken), + this.updateMapFile(bucket, prefix, MAP_FILENAME, this.mapData, DATA_FILENAME), + ]); + } + + getUniqueNames(dataset) { + throw new M2CException('subclass to implement getUniqueNames'); + } + + getRunCommand(params) { + throw new M2CException('subclass to implement getRunCommand'); } async getDetectionResults(params) { - return Retry.run(this.func, params) + const rekognitionClient = xraysdkHelper(new RekognitionClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = this.getRunCommand(params); + + return rekognitionClient.send(command) + .then((res) => ({ + ...res, + $metadata: undefined, + })) .catch((e) => { - e.message = `${CATEGORY}.${this.subCategory}.${params.JobId}: ${e.message}`; - console.error(e); - throw new AnalysisError(e); + console.error( + 'ERR:', + 'BaseCollectResultsIterator.getDetectionResults:', + `${command.constructor.name}:`, + e.$metadata.httpStatusCode, + e.name, + e.message, + JSON.stringify(command.input) + ); + throw e; }); } @@ -135,57 +202,94 @@ class BaseCollectResultsIterator { return dataset[this.namedKey]; } - async flushDataset() { - if (!this.dataset.length) { - return undefined; - } - const data = this.stateData.data[this.subCategory]; - const bucket = data.bucket; - const prefix = this.makeRawDataPrefix(this.subCategory); - const seqFile = BaseCollectResultsIterator.makeSequenceFileName(data.numOutputs++); - return Promise.all([ - this.updateMapFile(bucket, prefix, seqFile, this.dataset), - this.uploadFile(bucket, prefix, seqFile, this.dataset), - ]).then(() => - this.dataset.length = 0); - } - - async updateMapFile(bucket, prefix, seqFile, data) { - const name = MAP_FILENAME; - /* download and merge mapData */ - if (!this.mapData) { - this.mapData = await CommonUtils.download(bucket, PATH.join(prefix, name), false) - .then(x => JSON.parse(x.Body.toString())) - .catch(() => ({})); - } - this.mapData = this.mapUniqueNameToSequenceFile(this.mapData, data, seqFile); - return (this.mapData) - ? CommonUtils.uploadFile(bucket, prefix, name, this.mapData) - .catch(e => console.error(e)) - : undefined; + async updateMapFile( + bucket, + prefix, + name, + mapData, + dataFile + ) { + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const key = PATH.join(prefix, name); + let merged = await CommonUtils.download( + bucket, + key + ).then((x) => + JSON.parse(x).data) + .catch(() => + ([])); + + merged = { + version: MapDataVersion, + file: dataFile, + data: [ + ...new Set(merged.concat(mapData)), + ], + }; + + return CommonUtils.uploadFile( + bucket, + prefix, + name, + merged + ).catch((e) => + console.error(e)); } - async uploadFile(bucket, prefix, seqFile, data) { - return CommonUtils.uploadFile(bucket, prefix, seqFile, { - [this.namedKey]: data, - }).catch(e => console.error(e)); + async updateDataFile( + bucket, + prefix, + name, + dataset, + nextToken + ) { + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const key = PATH.join(prefix, name); + let merged = await CommonUtils.download( + bucket, + key + ).then((x) => + JSON.parse(x)) + .catch(() => ({ + [this.namedKey]: [], + })); + + merged = { + ...this.modelMetadata, + [this.namedKey]: merged[this.namedKey] + .concat(dataset), + }; + + if (nextToken === undefined) { + merged = await this.postProcessAllResults(merged); + } + + return CommonUtils.uploadFile( + bucket, + prefix, + name, + merged + ).catch((e) => + console.error(e)); } makeRawDataPrefix(subCategory) { const data = this.stateData.data[subCategory]; const timestamp = CommonUtils.toISODateTime(data.requestTime); - return PATH.join( - data.prefix, - 'raw', - timestamp, - CATEGORY, - subCategory, - '/' - ); + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + return PATH.join(data.prefix, 'raw', timestamp, CATEGORY, subCategory, '/'); } setCompleted() { - this.stateData.data[this.subCategory].cursor = 0; + const data = this.stateData.data[this.subCategory]; + data.cursor = 0; + const prefix = this.makeRawDataPrefix(this.subCategory); + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + data.output = PATH.join(prefix, MAP_FILENAME); this.stateData.setCompleted(); return this.stateData.toJSON(); } @@ -195,21 +299,37 @@ class BaseCollectResultsIterator { return this.stateData.toJSON(); } - static makeSequenceFileName(idx) { - return `${String(idx).padStart(8, '0')}.json`; - } - static computeSampling(dataset) { if (!dataset.length || dataset[0].Timestamp === undefined) { return undefined; } - const timestamps = [...new Set(dataset.map(x => x.Timestamp))].sort((a, b) => a - b); + + /* take the first 200 samples */ + const samples = dataset.slice(0, 200); + + const timestamps = [ + ...new Set(samples + .map((x) => + x.Timestamp)), + ].sort((a, b) => + a - b); + const diffs = []; for (let i = 0; i < timestamps.length - 1; i++) { diffs.push(timestamps[i + 1] - timestamps[i]); } const max = Math.round(Math.max(...diffs)); - return Math.min(max, MAX_SAMPLING_RATE); + return Math.max( + Math.min( + max, + MAX_SAMPLING_RATE + ), + MIN_SAMPLING_RATE + ); + } + + async postProcessAllResults(data) { + return data; } } diff --git a/source/main/analysis/video/states/create-scene-events/index.js b/source/main/analysis/video/states/create-scene-events/index.js new file mode 100644 index 0000000..06b00ee --- /dev/null +++ b/source/main/analysis/video/states/create-scene-events/index.js @@ -0,0 +1,1542 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const PATH = require('node:path'); +const { + StateData, + M2CException, + AnalysisTypes: { + Rekognition: { + Segment, + }, + Scene, + }, + CommonUtils, + WebVttTrack, + TimecodeUtils: { + framerateToEnum, + fromTimecode, + toTimecode, + framesToMilliseconds, + }, +} = require('core-lib'); + +const JSON_SCENE = `${Scene}.json`; +const JSON_FRAME_HASH = 'frameHash.json'; +const BURST_DISTANCE = 2 * 1000; // 2s +const ONE_MIN = 60 * 1000; +const THREE_MINS = 3 * ONE_MIN; +const TEN_MINS = 10 * ONE_MIN; +const SCAN_MODE = { + Backward: 0, + Forward: 1, +}; +const FilterSettings = { + minFrameSimilarity: 0.80, + maxTimeDistance: THREE_MINS, +}; +const CUE_BREAKS = [ + 'ColorBars', + 'BlackFrames', + 'StudioLogo', + 'Slate', +]; + +let TimecodeSettings = { + enumFPS: undefined, + dropFrame: undefined, +}; + +class StateCreateSceneEvents { + constructor(stateData) { + if (!(stateData instanceof StateData)) { + throw new M2CException('stateData not StateData object'); + } + this.$stateData = stateData; + + const { + data: { + [Scene]: { + filterSettings, + }, + }, + } = this.stateData; + _setFilterSettings(filterSettings); + } + + get [Symbol.toStringTag]() { + return 'StateCreateSceneEvents'; + } + + get stateData() { + return this.$stateData; + } + + async process() { + const { + input: { + destination: { + bucket, + prefix, + }, + }, + data: { + framesegmentation: { + key: framesegmentationKey, + }, + }, + } = this.stateData; + const framePrefix = PATH.parse(framesegmentationKey).dir; + + const { + segments, + framesegmentations, + similarity, + embeddings, + framehashes, + } = await this.downloadJsonOutputs(); + + // merging similarity, embeddings into framesegmentations results + framesegmentations.forEach((frame, idx) => { + frame.embeddings = embeddings[idx].embeddings; + frame.similar_frames = similarity[idx].similar_frames; + }); + + TimecodeSettings = _setTimecodeSettings(segments); + + const technicalCues = []; + const shotSegments = []; + + let startIdx = 0; + segments.Segments + .forEach((shotSegment) => { + if (shotSegment.Type === 'TECHNICAL_CUE') { + technicalCues.push(shotSegment); + } else if (shotSegment.Type === 'SHOT') { + const res = _findFramesInShotSegment( + shotSegment, + framesegmentations, + startIdx + ); + startIdx = res.nextIdx; + shotSegment.Frames = res.frames; + + // find similar shots + const similarShotSegments = _findSimilarShotSegments( + res.frames, + framesegmentations + ); + shotSegment.SimilarShotSegments = similarShotSegments; + shotSegments.push(shotSegment); + } + }); + + let scenes = []; + + for (let i = 0; i < technicalCues.length; i += 1) { + const { + TechnicalCueSegment: { + Type: technicalCueType, + }, + ShotSegmentRange: shotSegmentRange, + PartialShotSegment: isPartialShotSegment = false, + } = technicalCues[i]; + + if (technicalCueType === 'Content') { + const _scenes = _scenesByContent( + technicalCueType, + shotSegmentRange, + shotSegments, + framesegmentations + ); + + _scenes.forEach((scene) => { + scene.sceneNo = scenes.length; + scenes.push(scene); + }); + } else { + let scene; + + if (isPartialShotSegment) { + const technicalCueInShot = technicalCues[i]; + scene = _sceneByPartialTechncialCue( + technicalCueInShot, + shotSegments + ); + } else { + scene = _sceneByFixedTechincalCueType( + technicalCueType, + shotSegmentRange, + shotSegments + ); + } + + if (scene !== undefined) { + // temporarily assign a scene no to the item + scene.sceneNo = scenes.length; + scenes.push(scene); + } + } + } + + // also need to take care of segments that are not assigned to any technical cues + if ((segments.UnknownSegments || []).length > 0) { + scenes = _sceneByUnknownType( + segments.UnknownSegments, + shotSegments, + scenes + ); + } + + scenes + .sort((a, b) => + a.timeStart - b.timeStart); + + // create webvtt track + const track = new WebVttTrack(); + + scenes.forEach((scene, idx) => { + scene.sceneNo = idx; + + // make sure scene has a frame key + if (scene.keyStart === undefined) { + const frame = _scanFrameHashes( + shotSegments[scene.shotStart], + framehashes, + SCAN_MODE.Forward + ); + + if (frame) { + scene.keyStart = frame.name; + } else { + console.log(`[ERR]: scene#${idx}: Missing keyStart`); + } + } + + if (scene.keyEnd === undefined) { + const frame = _scanFrameHashes( + shotSegments[scene.shotEnd], + framehashes, + SCAN_MODE.Backward + ); + + if (frame) { + scene.keyEnd = frame.name; + } else { + console.log(`[ERR]: scene#${idx}: Missing keyEnd`); + } + } + + // compute distances + const [simStart, simEnd] = _computeSceneSimarility(scene, framesegmentations); + scene.simStart = simStart; + scene.simEnd = simEnd; + + const text = `Scene ${String(scene.sceneNo).padStart(3, '0')} (${_toHHMMSS(scene.duration)})`; + const alignment = [ + 'align:start', + 'line:0%', + 'position:0%', + 'size:40%', + ].join(' '); + + track.addCue( + scene.timeStart, + scene.timeEnd, + text, + alignment + ); + console.log(`[scene#${String(scene.sceneNo).padStart(3, '0')}]: ${String(scene.shotStart).padStart(4, ' ')} - ${String(scene.shotEnd).padStart(4, ' ')}, ${_toHHMMSS(scene.timeStart)} -> ${_toHHMMSS(scene.timeEnd)} (${_toHHMMSS(scene.duration, true)}) [${scene.technicalCueType}] [FadeInOut = ${!!scene.fadeInBlack}, ${!!scene.fadeOutBlack}]`); + }); + + console.log(`== Total ${scenes.length} scenes dervied from ${shotSegments.length} shot segments`); + + const promises = []; + + const metadataPrefix = PATH.join(prefix, 'metadata', Scene); + let metadata = { + framePrefix, + [Scene]: scenes, + }; + + // upload scene.json to metadata + promises.push(CommonUtils.uploadFile( + bucket, + metadataPrefix, + JSON_SCENE, + metadata + ).then(() => + PATH.join(metadataPrefix, JSON_SCENE))); + + const vttPrefix = PATH.join(prefix, 'vtt', Scene); + let vtt = { + [Scene]: track.toString(), + }; + + // upload scene.json to vtt + promises.push(CommonUtils.uploadFile( + bucket, + vttPrefix, + JSON_SCENE, + vtt + ).then(() => + PATH.join(vttPrefix, JSON_SCENE))); + + [metadata, vtt] = await Promise.all(promises); + + const data = this.stateData.data; + const _embeddings = PATH.join(data[Scene].prefix, data[Scene].embeddings); + const _similarity = PATH.join(data[Scene].prefix, data[Scene].similarity); + const startTime = data[Scene].tsta; + const filterSettings = data[Scene].filterSettings; + + // add scene output + data[Scene] = { + startTime, + endTime: Date.now(), + metadata, + vtt, + embeddings: _embeddings, + similarity: _similarity, + filterSettings, + }; + + delete data.embeddings; + delete data.similarity; + + this.stateData.setCompleted(); + return this.stateData.toJSON(); + } + + async downloadJsonOutputs() { + const { + input: { + destination: { + bucket, + }, + }, + data: { + [Segment]: { + output: segmentMapFile, + }, + framesegmentation: { + key: framesegmentationKey, + }, + [Scene]: { + prefix: similarityPrefix, + similarity: similiarityOutput, + embeddings: embeddingsOutput, + }, + }, + } = this.stateData; + + const promises = []; + + // download segment output + const mapFile = await CommonUtils.download( + bucket, + segmentMapFile + ).then((res) => + JSON.parse(res)); + + let segments = PATH.parse(segmentMapFile).dir; + segments = PATH.join(segments, mapFile.file); + segments = CommonUtils.download( + bucket, + segments + ).then((res) => + JSON.parse(res)); + + // download frame selection output + let framesegmentations = CommonUtils.download( + bucket, + framesegmentationKey + ).then((res) => + JSON.parse(res)); + + // download similarity output + let similarity = PATH.join(similarityPrefix, similiarityOutput); + similarity = CommonUtils.download( + bucket, + similarity + ).then((res) => + JSON.parse(res)); + + // download embeddings output + let embeddings = PATH.join(similarityPrefix, embeddingsOutput); + embeddings = CommonUtils.download( + bucket, + embeddings + ).then((res) => + JSON.parse(res)); + + // download the frame hash output + let framehashes = PATH.join( + PATH.parse(framesegmentationKey).dir, + JSON_FRAME_HASH + ); + framehashes = CommonUtils.download( + bucket, + framehashes + ).then((res) => + JSON.parse(res)); + + promises.push(segments); + promises.push(framesegmentations); + promises.push(similarity); + promises.push(embeddings); + promises.push(framehashes); + + [ + segments, framesegmentations, similarity, embeddings, framehashes, + ] = await Promise.all(promises); + + return { + segments, + framesegmentations, + similarity, + embeddings, + framehashes, + }; + } +} + +function _setTimecodeSettings(segments) { + const { + VideoMetadata: [ + { + FrameRate: frameRate, + }, + ], + Segments: [ + { + StartTimecodeSMPTE: smpteTimecode, + }, + ], + } = segments; + + const enumFPS = framerateToEnum(frameRate); + const dropFrame = !!(smpteTimecode.lastIndexOf(';') > 0); + + return { + enumFPS, + dropFrame, + }; +} + +function _toHHMMSS(msec, withMsec) { + return CommonUtils.toHHMMSS(msec, withMsec); +} + +function _findFramesInShotSegment( + shotSegment, + framesegmentations, + startIdx +) { + const { + ShotSegment: { + Index: shotIdx, + }, + } = shotSegment; + + const frames = []; + + let nextIdx = startIdx; + for (nextIdx; nextIdx < framesegmentations.length; nextIdx += 1) { + const frame = framesegmentations[nextIdx]; + + if (frame.shotIdx < shotIdx) { + continue; + } + + if (frame.shotIdx > shotIdx) { + break; + } + + frame.idx = nextIdx; + + frames.push(frame); + } + + return { + frames, + nextIdx, + }; +} + +function _findSimilarFrames( + frameIndices, + framesegmentations +) { + const processed = []; + + while (frameIndices.length) { + const idx = frameIndices.shift(); + + if (processed.includes(idx) === false) { + processed.push(idx); + + const ts = framesegmentations[idx].timestamp; + const similarFrames = framesegmentations[idx].similar_frames; + + for (let i = 0; i < similarFrames.length; i += 1) { + if (similarFrames[i].D >= FilterSettings.minFrameSimilarity) { + const _idx = similarFrames[i].I; + if (!processed.includes(_idx) && !frameIndices.includes(_idx)) { + const _ts = framesegmentations[_idx].timestamp; + if (Math.abs(_ts - ts) <= FilterSettings.maxTimeDistance) { + frameIndices.push(_idx); + } + } + } + } + } + } + + return processed; +} + +function _findSimilarShotSegments( + frames, + framesegmentations +) { + let framesByIndex = []; + + framesByIndex = frames + .map((frame) => + frame.idx); + + framesByIndex = _findSimilarFrames( + framesByIndex, + framesegmentations + ); + + let shotIndices = framesByIndex + .map((frameIdx) => + framesegmentations[frameIdx].shotIdx); + + shotIndices = [ + ...new Set(shotIndices), + ]; + + shotIndices + .sort((a, b) => + a - b); + + return shotIndices; +} + +function _sceneByFixedTechincalCueType( + technicalCueType, + shotSegmentRange, + shotSegments +) { + let scene; + + if (!shotSegmentRange) { + return scene; + } + + scene = _makeSceneItem( + technicalCueType, + shotSegments, + shotSegmentRange + ); + + return scene; +} + +function _scenesByContent( + technicalCueType, + shotSegmentRange, + shotSegments, + framesegmentations +) { + let scenes = []; + + if (!shotSegmentRange) { + return scenes; + } + + const contentGroups = _splitContentByTransitions( + shotSegments, + shotSegmentRange + ); + + contentGroups.forEach((contentGroup) => { + const indices = contentGroup + .map((shotSegment) => + shotSegment.ShotSegment.Index); + + const min = Math.min(...indices); + const max = Math.max(...indices); + + const scenesPerGroup = _scenesByContentGroup( + technicalCueType, + [min, max], + shotSegments + ); + + if (scenesPerGroup.length > 0) { + scenes = scenes.concat(scenesPerGroup); + } + }); + + scenes = _sceneReduction(scenes, framesegmentations); + + return scenes; +} + +function _sceneByUnknownType( + shotIndices, + shotSegments, + scenes +) { + if (shotIndices.length === 0) { + return scenes; + } + + shotIndices + .sort((a, b) => + a - b); + + // make sure the unknown shot segment is not already covered by any scene + let unknownScenes = []; + + shotIndices + .forEach((shotIdx) => { + const found = scenes + .find((scene) => + shotIdx >= scene.shotStart && shotIdx <= scene.shotEnd); + + if (found === undefined) { + const sceneItems = _makeSceneItems( + 'undefined', + shotSegments, + [shotIdx, shotIdx] + ); + unknownScenes = unknownScenes.concat(sceneItems); + } + }); + + if (unknownScenes.length >= 2) { + const stack = []; + stack.push(unknownScenes.shift()); + + while (unknownScenes.length) { + const prev = stack[stack.length - 1]; + const cur = unknownScenes[0]; + + if ( + (prev.fadeOutBlack || cur.fadeInBlack) || + ((cur.shotStart - prev.shotEnd) > 1) + ) { + stack.push(cur); + } else { + // merge two scenes + const item = _mergeScenes(prev, cur); + stack.pop(); + stack.push(item); + } + + unknownScenes.shift(); + } + + unknownScenes = stack; + } + + console.log(`=== UNKNOWN SCENES [Before] (${unknownScenes.length}) ===`); + + unknownScenes.forEach((scene) => { + console.log(`[scene#${String(scene.sceneNo).padStart(3, '0')}]: ${String(scene.shotStart).padStart(4, ' ')} - ${String(scene.shotEnd).padStart(4, ' ')}, ${scene.smpteStart} -> ${scene.smpteEnd} (${_toHHMMSS(scene.duration, true)}) [${scene.technicalCueType}] [FadeInOut = ${!!scene.fadeInBlack}, ${!!scene.fadeOutBlack}]`); + }); + + return scenes.concat(unknownScenes); +} + +function _sceneByPartialTechncialCue( + technicalCue, + shotSegments +) { + let scene; + + const { + StartFrameNumber, + StartTimestampMillis, + StartTimecodeSMPTE, + EndFrameNumber, + EndTimestampMillis, + EndTimecodeSMPTE, + TechnicalCueSegment: { + Type: technicalCueType, + }, + ShotSegmentRange: shotSegmentRange, + } = technicalCue; + + if (!shotSegmentRange) { + return scene; + } + + const [min, max] = shotSegmentRange; + + const { + ShotSegment: { + Index: shotIdx, + }, + } = shotSegments[min]; + + // fake a partial shot segment using technicalcue timestamps + const partialShotSegment = { + StartFrameNumber, + StartTimestampMillis, + StartTimecodeSMPTE, + EndFrameNumber, + EndTimestampMillis, + EndTimecodeSMPTE, + ShotSegment: { + Index: shotIdx, + }, + Frames: [], + }; + + scene = _makeSceneItem( + technicalCueType, + [partialShotSegment], + [0, 0] + ); + + // scene.shotStart = shotSegmentRange[0]; + // scene.shotEnd = shotSegmentRange[0]; + + return scene; +} + +function _makeSceneItems( + technicalCueType, + shotSegments, + range +) { + const scenes = []; + + if (CUE_BREAKS.includes(technicalCueType)) { + const scene = _makeSceneItem( + technicalCueType, + shotSegments, + range + ); + + scenes.push(scene); + + return scenes; + } + + let stack = []; + const [min, max] = range; + + for (let i = min; i <= max; i += 1) { + const cur = shotSegments[i]; + + if (cur.TransitionBlack === undefined) { + stack.push(cur); + continue; + } + + const [shotA, shotB] = _splitShotSegmentsByTransition(cur); + + if (shotA === undefined) { + console.log(`[ERR]: fail to split transition shot:\n${JSON.stringify(cur, null, 2)}`); + throw new M2CException('fail to split transition shot'); + } + + // end the scene with the transition + stack.push(shotA); + // create scene + const scene = _makeSceneItem( + technicalCueType, + stack, + [0, stack.length - 1] + ); + scenes.push(scene); + + // reset the stack and start with the left over of the transition shot segment + stack = []; + if (shotB !== undefined) { + stack.push(shotB); + } + } + + if (stack.length > 0) { + // create scene + const scene = _makeSceneItem( + technicalCueType, + stack, + [0, stack.length - 1] + ); + scenes.push(scene); + } + + return scenes; +} + +function _makeSceneItem( + technicalCueType, + shotSegments, + range +) { + const [min, max] = range; + + const { + StartFrameNumber: frameStart, + StartTimestampMillis: timeStart, + StartTimecodeSMPTE: smpteStart, + ShotSegment: { + Index: shotStart, + }, + Frames: shotMinFrames = [], + FadeInBlack: fadeInBlack, + } = shotSegments[min]; + const { + EndFrameNumber: frameEnd, + EndTimestampMillis: timeEnd, + EndTimecodeSMPTE: smpteEnd, + ShotSegment: { + Index: shotEnd, + }, + Frames: shotMaxFrames = [], + FadeOutBlack: fadeOutBlack, + } = shotSegments[max]; + + const item = { + sceneNo: -1, + shotStart, + frameStart, + timeStart, + smpteStart, + keyStart: undefined, + shotEnd, + frameEnd, + timeEnd, + smpteEnd, + keyEnd: undefined, + duration: timeEnd - timeStart, + technicalCueType, + fadeInBlack, + fadeOutBlack, + }; + + if (shotMinFrames.length > 0) { + item.keyStart = shotMinFrames[0].name; + } + if (shotMaxFrames.length > 0) { + item.keyEnd = shotMaxFrames[shotMaxFrames.length - 1].name; + } + + return item; +} + +function _scanShots( + shotSegments, + startIdx, + mode, + timeDistance +) { + let prev = shotSegments[startIdx]; + + if (mode === SCAN_MODE.Forward) { + if (startIdx >= (shotSegments.length - 1)) { + return prev.ShotSegment.Index; + } + + if (prev.FadeOutBlack) { + console.log(`[FadeOutBlack]: shot#${String(prev.ShotSegment.Index).padStart(4, '0')}`); + return prev.ShotSegment.Index; + } + + for (let i = startIdx + 1; i < shotSegments.length; i += 1) { + const cur = shotSegments[i]; + + if (cur.FadeOutBlack) { + console.log(`[FadeOutBlack]: shot#${String(cur.ShotSegment.Index).padStart(4, '0')}`); + return cur.ShotSegment.Index; + } + + const _distance = cur.StartTimestampMillis - prev.EndTimestampMillis; + if (_distance > timeDistance) { + return prev.ShotSegment.Index; + } + prev = cur; + } + + return prev.ShotSegment.Index; + } + + if (startIdx === 0) { + return prev.ShotSegment.Index; + } + + if (prev.FadeInBlack) { + console.log(`[FadeInBlack]: shot#${String(prev.ShotSegment.Index).padStart(4, '0')}`); + return prev.ShotSegment.Index; + } + + for (let i = startIdx - 1; i >= 0; i -= 1) { + const cur = shotSegments[i]; + + if (cur.FadeInBlack) { + console.log(`[FadeInBlack]: shot#${String(cur.ShotSegment.Index).padStart(4, '0')}`); + return cur.ShotSegment.Index; + } + + const _distance = prev.StartTimestampMillis - cur.EndTimestampMillis; + if (_distance > timeDistance) { + return prev.ShotSegment.Index; + } + prev = cur; + } + + return prev.ShotSegment.Index; +} + +function _sceneReduction(scenes, framesegmentations) { + if (scenes.length < 2) { + return scenes; + } + + scenes.sort((a, b) => { + if (a.timeStart < b.timeStart) { + return -1; + } + if (a.timeStart > b.timeStart) { + return 1; + } + if (a.timeEnd < b.timeEnd) { + return 1; + } + if (a.timeEnd > b.timeEnd) { + return -1; + } + return 0; + }); + + let reduced = []; + + const sceneGroups = _splitSceneByTransitions(scenes); + + sceneGroups.forEach((sceneGroup) => { + // merge overlapping scenes + let _scenes = _mergeOverlapScenes(sceneGroup); + + // merge bursty scenes + _scenes = _mergeShortScenes(_scenes, framesegmentations); + reduced = reduced.concat(_scenes); + }); + + return reduced; +} + +function _mergeOverlapScenes(scenes) { + const _scenes = []; + + _scenes.push(scenes[0]); + + // merge overlapped scenes + for (let i = 1; i < scenes.length; i += 1) { + const prev = _scenes[_scenes.length - 1]; + const cur = scenes[i]; + + if (cur.shotEnd < prev.shotStart) { + throw new Error('Out of order. Should not happen!!!'); + } + + if (cur.shotStart > prev.shotStart && cur.shotEnd <= prev.shotEnd) { + continue; + } + + if (cur.shotStart > prev.shotEnd) { + _scenes.push(cur); + continue; + } + + // merge scenes + const merged = _mergeScenes(prev, cur); + _scenes.pop(); + _scenes.push(merged); + } + + return _scenes; +} + +function _mergeShortScenes(scenes, framesegmentations) { + if (scenes.length < 2) { + return scenes; + } + + const orig = scenes.length; + + console.log(`========= MergeShortScenes [BEFORE] ${orig} ===========`); + scenes.forEach((scene) => { + console.log(`[scene#${String(scene.sceneNo).padStart(3, '0')}]: ${String(scene.shotStart).padStart(4, ' ')} - ${String(scene.shotEnd).padStart(4, ' ')}, ${scene.smpteStart} -> ${scene.smpteEnd} (${_toHHMMSS(scene.duration, true)}) [${scene.technicalCueType}] [FadeInOut = ${!!scene.fadeInBlack}, ${!!scene.fadeOutBlack}]`); + }); + + const stack = []; + stack.push(scenes.shift()); + + while (scenes.length) { + const prev = stack[stack.length - 1]; + const cur = scenes[0]; + const next = scenes[1]; + + if (!next) { + if ( + (!prev.fadeOutBlack && !cur.fadeInBlack) && + (prev.duration < BURST_DISTANCE || cur.duration < BURST_DISTANCE) + ) { + const merged = _mergeScenes(prev, cur); + stack.pop(); + stack.push(merged); + } else { + stack.push(cur); + } + scenes.shift(); + continue; + } + + if (prev.fadeOutBlack) { + stack.push(cur); + scenes.shift(); + continue; + } + + if (cur.fadeInBlack) { + stack.push(cur); + scenes.shift(); + continue; + } + + if (prev.duration < BURST_DISTANCE) { + const merged = _mergeScenes(prev, cur); + stack.pop(); + stack.push(merged); + scenes.shift(); + continue; + } + + if (cur.duration < BURST_DISTANCE) { + if (prev.fadeInBlack) { + const merged = _mergeScenes(prev, cur); + stack.pop(); + stack.push(merged); + scenes.shift(); + continue; + } + + if (!next.fadeInBlack) { + const merged = _mergeScenes(cur, next); + stack.push(merged); + scenes.shift(); + scenes.shift(); + continue; + } + } + + if (cur.shotStart === cur.shotEnd) { + const [minA, maxA] = _computeShotSimilarity( + framesegmentations, + [prev.shotEnd, cur.shotStart] + ); + + const [minB, maxB] = _computeShotSimilarity( + framesegmentations, + [cur.shotEnd, next.shotStart] + ); + + let simA = minA; + let simB = minB; + + // fine tune logic to select which simarility we should use + if ((maxA > 0.80 || maxB > 0.80) || (minA < 0.60 && minB < 0.60)) { + simA = maxA; + simB = maxB; + } + + const msg = `[Similarity][${cur.smpteStart} - ${cur.smpteEnd}]: [#${prev.shotEnd}] -> (${simA.toFixed(2)}) -> [#${cur.shotStart}] -> (${simB.toFixed(2)}) -> [#${next.shotStart}]`; + + // make sure the scene is similar enough to merge + if (simA > simB && simA > 0.645) { + const merged = _mergeScenes(prev, cur); + stack.pop(); + stack.push(merged); + scenes.shift(); + console.log(`${msg} [MERGE]`); + continue; + } else { + console.log(`${msg} [NOT MERGE]`); + } + } + + stack.push(cur); + scenes.shift(); + } + + console.log(`========= MergeShortScenes [AFTER] ${stack.length} ===========`); + stack.forEach((scene) => { + console.log(`[scene#${String(scene.sceneNo).padStart(3, '0')}]: ${String(scene.shotStart).padStart(4, ' ')} - ${String(scene.shotEnd).padStart(4, ' ')}, ${scene.smpteStart} -> ${scene.smpteEnd} (${_toHHMMSS(scene.duration, true)}) [${scene.technicalCueType}] [FadeInOut = ${!!scene.fadeInBlack}, ${!!scene.fadeOutBlack}]`); + }); + + console.log(`FINAL: ${orig} -> ${stack.length} (Reduced: ${orig - stack.length})`); + + return stack; +} + +function _computeShotSimilarity(framesegmentation, range) { + const [shotA, shotB] = range; + + if (shotA === shotB) { + return [-1, -1]; + } + + let framesA; + let framesB; + + [framesA, framesB] = _getFramesByShotIndex( + framesegmentation, + [shotA, shotB] + ); + + // try to find the next adjacent shot + if (framesA.length === 0 && framesB.length === 0) { + [framesA, framesB] = _getFramesByShotIndex( + framesegmentation, + [shotA - 1, shotB + 1] + ); + } else if (framesA.length === 0) { + [framesA] = _getFramesByShotIndex( + framesegmentation, + [shotA - 1] + ); + } else if (framesB.length === 0) { + [framesB] = _getFramesByShotIndex( + framesegmentation, + [shotB + 1] + ); + } + + if (framesA.length === 0 || framesB.length === 0) { + return [-1, -1]; + } + + const similarities = []; + + framesA.forEach((frameA) => { + framesB.forEach((frameB) => { + similarities.push( + _cosineSimarlity(frameA.embeddings, frameB.embeddings) + ); + }); + }); + + const min = Math.min(...similarities); + const max = Math.max(...similarities); + + return [min, max]; +} + +function _getFramesByShotIndex(framesegmentation, indices) { + const len = framesegmentation.length; + + const min = Math.max( + Math.min(...indices), + 0 + ); + + const max = Math.min( + Math.max(...indices), + len - 1 + ); + + const frameArrays = indices + .map((x) => + ([])); + + let _min = Math.min(min, len - 1); + + for (_min; _min >= 0; _min -= 1) { + const frame = framesegmentation[_min]; + if (frame.shotIdx < min) { + break; + } + } + + for (let i = _min; i < len; i += 1) { + const frame = framesegmentation[i]; + + if (frame === undefined) { + continue; + } + + if (frame.shotIdx < min) { + continue; + } + + if (frame.shotIdx > max) { + break; + } + + const idx = indices.findIndex((x) => + x === frame.shotIdx); + + if (idx >= 0) { + frameArrays[idx].push(frame); + } + } + + return frameArrays; +} + +function _cosineSimarlity(arrayA, arrayB) { + let dotProduct = 0; + let meanA = 0; + let meanB = 0; + + for (let i = 0; i < arrayA.length; i += 1) { + dotProduct += arrayA[i] * arrayB[i]; + meanA += arrayA[i] ** 2; + meanB += arrayB[i] ** 2; + } + + meanA **= 0.5; + meanB **= 0.5; + + return dotProduct / (meanA * meanB); +} + +function _mergeScenes(prev, cur) { + const { + sceneNo, + shotStart, + frameStart, + timeStart, + smpteStart, + keyStart, + technicalCueType, + fadeInBlack, + } = prev; + const { + shotEnd, + frameEnd, + timeEnd, + smpteEnd, + keyEnd, + fadeOutBlack, + } = cur; + + const merged = { + sceneNo, + shotStart, + frameStart, + timeStart, + smpteStart, + keyStart, + shotEnd, + frameEnd, + timeEnd, + smpteEnd, + keyEnd, + technicalCueType, + fadeInBlack, + fadeOutBlack, + }; + merged.duration = timeEnd - timeStart; + + return merged; +} + +function _scanFrameHashes(shotSegment, framehashes, mode) { + const { + FrameRange: range = [], + } = shotSegment; + + const [min, max] = range; + + if ( + ((framehashes || []).length === 0) || + (typeof min === 'undefined') || + (typeof max === 'undefined') + ) { + return undefined; + } + + if (mode === SCAN_MODE.Forward) { + for (let i = min; i <= max; i += 1) { + if (framehashes[i] !== undefined) { + return framehashes[i]; + } + } + } else { + for (let i = max; i >= min; i -= 1) { + if (framehashes[i] !== undefined) { + return framehashes[i]; + } + } + } + + return undefined; +} + +function _splitContentByTransitions(shotSegments, shotSegmentRange = []) { + const contentGroups = []; + + const [min, max] = shotSegmentRange; + if (typeof min !== 'number' || typeof max !== 'number') { + return contentGroups; + } + + let stack = []; + + for (let i = min; i <= max; i += 1) { + const shotSegment = shotSegments[i]; + + if (shotSegment.FadeInBlack) { + if (stack.length > 0) { + contentGroups.push(stack); + stack = []; + } + } + + if (shotSegment.FadeOutBlack) { + stack.push(shotSegment); + contentGroups.push(stack); + stack = []; + continue; + } + + stack.push(shotSegment); + } + + if (stack.length > 0) { + contentGroups.push(stack); + } + + return contentGroups; +} + +function _scenesByContentGroup( + technicalCueType, + shotSegmentRange, + shotSegments +) { + const [min, max] = shotSegmentRange; + + let curIdx = min; + let scenes = []; + + while (curIdx <= max) { + const related = [curIdx]; + const shotSegment = shotSegments[curIdx]; + + shotSegment.SimilarShotSegments + .forEach((idx) => { + if ( + (idx >= curIdx) && + (idx <= max) && + (!related.includes(idx)) + ) { + related.push(idx); + } + }); + + related.sort((a, b) => + a - b); + + const similarShotSegments = []; + related.forEach((idx) => { + similarShotSegments.push(shotSegments[idx]); + }); + + const _min = curIdx; + const _max = _scanShots( + similarShotSegments, + 0, + SCAN_MODE.Forward, + FilterSettings.maxTimeDistance + ); + + const sceneItems = _makeSceneItems( + technicalCueType, + shotSegments, + [_min, _max] + ); + scenes = scenes.concat(sceneItems); + + curIdx = _max + 1; + } + + return scenes; +} + +function _splitSceneByTransitions(scenes) { + const sceneGroups = []; + let stack = []; + + for (let i = 0; i < scenes.length; i += 1) { + const scene = scenes[i]; + + if (scene.fadeInBlack) { + if (stack.length > 0) { + sceneGroups.push(stack); + stack = []; + } + } + + if (scene.fadeOutBlack) { + stack.push(scene); + sceneGroups.push(stack); + stack = []; + continue; + } + + stack.push(scene); + } + + if (stack.length > 0) { + sceneGroups.push(stack); + } + + return sceneGroups; +} + +function _setFilterSettings(userFilterSettings = {}) { + let { + minFrameSimilarity, + maxTimeDistance, + } = userFilterSettings; + + minFrameSimilarity = Number(minFrameSimilarity); + maxTimeDistance = Number(maxTimeDistance); + + if ( + (!Number.isNaN(minFrameSimilarity)) && + minFrameSimilarity >= 0.0 && + minFrameSimilarity < 1.0 + ) { + FilterSettings.minFrameSimilarity = minFrameSimilarity; + } + + if ( + (!Number.isNaN(maxTimeDistance)) && + maxTimeDistance >= ONE_MIN && + maxTimeDistance <= TEN_MINS + ) { + FilterSettings.maxTimeDistance = maxTimeDistance; + } +} + +function _splitShotSegmentsByTransition(shotSegment) { + if (TimecodeSettings.enumFPS === undefined) { + throw new M2CException('invalid TimecodeSettings'); + } + + const transitionSegments = []; + + const { + StartFrameNumber: frameStart, + StartTimestampMillis: timeStart, + StartTimecodeSMPTE: smpteStart, + EndFrameNumber: frameEnd, + EndTimestampMillis: timeEnd, + EndTimecodeSMPTE: smpteEnd, + Frames: shotFrames = [], + TransitionBlack: { + TimestampMillis: transitionTimestamp, + FrameNumber: transitionFrameNumber, + TimecodeSMPTE: transitionTimecode, + }, + ShotSegment: { + Index: shotIdx, + }, + } = shotSegment; + + let frames = shotFrames + .filter((frame) => + frame.timestamp <= transitionTimestamp); + + const transitionA = { + StartFrameNumber: frameStart, + StartTimestampMillis: timeStart, + StartTimecodeSMPTE: smpteStart, + EndFrameNumber: transitionFrameNumber, + EndTimestampMillis: transitionTimestamp, + EndTimecodeSMPTE: transitionTimecode, + ShotSegment: { + Index: shotIdx, + }, + Frames: frames, + FadeOutBlack: true, + }; + transitionSegments.push(transitionA); + + if ( + (transitionTimestamp > timeStart) && + (transitionTimestamp < timeEnd) + ) { + const { + enumFPS, + dropFrame, + } = TimecodeSettings; + + const _frameStart = transitionFrameNumber + 1; + const _timeStart = framesToMilliseconds( + enumFPS, + _frameStart + ); + const [_smpteStart, hhmmssff] = toTimecode( + enumFPS, + fromTimecode(enumFPS, transitionTimecode) + 1, + dropFrame + ); + + frames = shotFrames + .filter((frame) => + frame.timestamp > transitionTimestamp); + + const transitionB = { + StartFrameNumber: _frameStart, + StartTimestampMillis: _timeStart, + StartTimecodeSMPTE: _smpteStart, + EndFrameNumber: frameEnd, + EndTimestampMillis: timeEnd, + EndTimecodeSMPTE: smpteEnd, + ShotSegment: { + Index: shotIdx, + }, + Frames: frames, + FadeInBlack: true, + }; + transitionSegments.push(transitionB); + } + + if (transitionSegments.length > 1) { + console.log(`[Splitting ShotSegment]: shot#${String(shotIdx).padStart(4, '0')} [${smpteStart} - ${smpteEnd}] -> A: [${transitionSegments[0].StartTimecodeSMPTE} - ${transitionSegments[0].EndTimecodeSMPTE}], B: [${transitionSegments[1].StartTimecodeSMPTE} - ${transitionSegments[1].EndTimecodeSMPTE}]`); + } + + return transitionSegments; +} + +function _computeSceneSimarility(scene, framesegmentations) { + const simStart = _computeShotSimilarity( + framesegmentations, + [scene.shotStart - 1, scene.shotStart] + ); + + const simEnd = _computeShotSimilarity( + framesegmentations, + [scene.shotEnd, scene.shotEnd + 1] + ); + + return [ + simStart, + simEnd, + ]; +} + +module.exports = StateCreateSceneEvents; diff --git a/source/main/analysis/video/states/create-track-iterator/index.js b/source/main/analysis/video/states/create-track-iterator/index.js index 2cc1275..f7f49d2 100644 --- a/source/main/analysis/video/states/create-track-iterator/index.js +++ b/source/main/analysis/video/states/create-track-iterator/index.js @@ -3,8 +3,21 @@ const { StateData, - AnalysisError, - AnalysisTypes, + AnalysisTypes: { + Rekognition: { + Celeb, + Face, + FaceMatch, + Label, + Moderation, + Person, + Segment, + Text, + CustomLabel, + }, + AutoFaceIndexer, + }, + M2CException, } = require('core-lib'); const CreateCelebTrackIterator = require('./iterators/create-celeb-track'); const CreateFaceTrackIterator = require('./iterators/create-face-track'); @@ -15,21 +28,14 @@ const CreatePersonTrackIterator = require('./iterators/create-person-track'); const CreateSegmentTrackIterator = require('./iterators/create-segment-track'); const CreateTextTrackIterator = require('./iterators/create-text-track'); const CreateCustomLabelTrackIterator = require('./iterators/create-custom-label-track'); +const CreateComboTrackIterator = require('./iterators/create-combo-track'); -const SUBCATEGORY_CELEB = AnalysisTypes.Rekognition.Celeb; -const SUBCATEGORY_FACE = AnalysisTypes.Rekognition.Face; -const SUBCATEGORY_FACEMATCH = AnalysisTypes.Rekognition.FaceMatch; -const SUBCATEGORY_LABEL = AnalysisTypes.Rekognition.Label; -const SUBCATEGORY_MODERATION = AnalysisTypes.Rekognition.Moderation; -const SUBCATEGORY_PERSON = AnalysisTypes.Rekognition.Person; -const SUBCATEGORY_SEGMENT = AnalysisTypes.Rekognition.Segment; -const SUBCATEGORY_TEXT = AnalysisTypes.Rekognition.Text; -const SUBCATEGORY_CUSTOMLABEL = AnalysisTypes.Rekognition.CustomLabel; +const FRAME_SEGMENTATION = 'framesegmentation'; class StateCreateTrackIterator { constructor(stateData) { if (!(stateData instanceof StateData)) { - throw new AnalysisError('stateData not StateData object'); + throw new M2CException('stateData not StateData object'); } this.$stateData = stateData; } @@ -44,42 +50,43 @@ class StateCreateTrackIterator { async process() { const data = this.stateData.data; + let iterator; - if (data[SUBCATEGORY_CELEB]) { - iterator = new CreateCelebTrackIterator(this.stateData); - } - else if (data[SUBCATEGORY_FACE]) { - iterator = new CreateFaceTrackIterator(this.stateData); - } - else if (data[SUBCATEGORY_FACEMATCH]) { - iterator = new CreateFaceMatchTrackIterator(this.stateData); - } - else if (data[SUBCATEGORY_LABEL]) { + if (data[Label]) { iterator = new CreateLabelTrackIterator(this.stateData); - } - else if (data[SUBCATEGORY_MODERATION]) { + } else if (data[Moderation]) { iterator = new CreateModerationTrackIterator(this.stateData); - } - else if (data[SUBCATEGORY_PERSON]) { - iterator = new CreatePersonTrackIterator(this.stateData); - } - else if (data[SUBCATEGORY_SEGMENT]) { - iterator = new CreateSegmentTrackIterator(this.stateData); - } - else if (data[SUBCATEGORY_TEXT]) { + } else if (data[Text]) { iterator = new CreateTextTrackIterator(this.stateData); - } - else if (data[SUBCATEGORY_CUSTOMLABEL]) { + } else if (data[Person]) { + iterator = new CreatePersonTrackIterator(this.stateData); + } else if (data[CustomLabel]) { iterator = new CreateCustomLabelTrackIterator(this.stateData); + // auto face indexer + } else if (data[AutoFaceIndexer] && data[Celeb] && data[FaceMatch]) { + iterator = new CreateComboTrackIterator(this.stateData); + // with combo + } else if (data[Face] && (data[Celeb] || data[FaceMatch])) { + iterator = new CreateComboTrackIterator(this.stateData); + // without combo + } else if (data[Celeb]) { + iterator = new CreateCelebTrackIterator(this.stateData); + } else if (data[Face]) { + iterator = new CreateFaceTrackIterator(this.stateData); + } else if (data[FaceMatch]) { + iterator = new CreateFaceMatchTrackIterator(this.stateData); + } else if (data[Segment] && !data[FRAME_SEGMENTATION]) { + iterator = new CreateSegmentTrackIterator(this.stateData); + } else { + const message = `iterator for ${Object.keys(data).join(', ')} not supported`; + console.error( + 'ERR:', + 'StateCreateTrackIterator.process:', + message + ); + throw M2CException(message); } - else { - iterator = undefined; - } - if (!iterator) { - const e = `iterator '${Object.keys(data).join(',')}' not impl`; - console.error(e); - throw new AnalysisError(e); - } + return iterator.process(); } } diff --git a/source/main/analysis/video/states/create-track-iterator/iterators/create-celeb-track/index.js b/source/main/analysis/video/states/create-track-iterator/iterators/create-celeb-track/index.js index ae94c7a..14aaed0 100644 --- a/source/main/analysis/video/states/create-track-iterator/iterators/create-celeb-track/index.js +++ b/source/main/analysis/video/states/create-track-iterator/iterators/create-celeb-track/index.js @@ -2,7 +2,6 @@ // SPDX-License-Identifier: Apache-2.0 const { - SQL, AnalysisTypes, CommonUtils, } = require('core-lib'); @@ -19,23 +18,20 @@ class CreateCelebTrackIterator extends BaseCreateTrackIterator { return 'CreateCelebTrackIterator'; } - async downloadSelected(bucket, key, name) { - const query = `SELECT * FROM S3Object[*].Celebrities[*] s WHERE s.Celebrity.Name = '${SQL.escape(name)}';`; - return CommonUtils.selectS3Content(bucket, key, query).catch(() => - this.downloadJson(bucket, key, name)); - } - - async downloadJson(bucket, key, name) { - const data = await CommonUtils.download(bucket, key) - .then(x => JSON.parse(x)); - return ((data || {}).Celebrities || []).filter(x => - ((x.Celebrity || {}).Name === name)); + filterBy(name, data) { + if (!data || !data.Celebrities || !data.Celebrities.length) { + return []; + } + return data.Celebrities + .filter((x) => + (x.Celebrity || {}).Name === name); } createTimeseriesData(name, datasets) { let desc; const timestamps = {}; - for (let dataset of datasets) { + for (let i = 0; i < datasets.length; i++) { + const dataset = datasets[i]; const box = dataset.Celebrity.BoundingBox || (dataset.Celebrity.Face || {}).BoundingBox; if (!box) { continue; @@ -46,11 +42,11 @@ class CreateCelebTrackIterator extends BaseCreateTrackIterator { const confidence = dataset.Celebrity.Confidence || (dataset.Celebrity.Face || {}).Confidence; timestamps[dataset.Timestamp] = timestamps[dataset.Timestamp] || []; timestamps[dataset.Timestamp].push({ - c: Number.parseFloat(confidence.toFixed(2)), - w: Number.parseFloat(box.Width.toFixed(4)), - h: Number.parseFloat(box.Height.toFixed(4)), - l: Number.parseFloat(box.Left.toFixed(4)), - t: Number.parseFloat(box.Top.toFixed(4)), + c: Number(confidence.toFixed(2)), + w: Number(box.Width.toFixed(4)), + h: Number(box.Height.toFixed(4)), + l: Number(box.Left.toFixed(4)), + t: Number(box.Top.toFixed(4)), }); } if (!Object.keys(timestamps)) { @@ -59,11 +55,12 @@ class CreateCelebTrackIterator extends BaseCreateTrackIterator { return { label: name, desc, - data: Object.keys(timestamps).map(x => ({ - x: Number.parseInt(x, 10), - y: timestamps[x].length, - details: timestamps[x], - })), + data: Object.keys(timestamps) + .map(x => ({ + x: Number(x), + y: timestamps[x].length, + details: timestamps[x], + })), }; } } diff --git a/source/main/analysis/video/states/create-track-iterator/iterators/create-combo-track/index.js b/source/main/analysis/video/states/create-track-iterator/iterators/create-combo-track/index.js new file mode 100644 index 0000000..01df98a --- /dev/null +++ b/source/main/analysis/video/states/create-track-iterator/iterators/create-combo-track/index.js @@ -0,0 +1,172 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const PATH = require('path'); +const { + Worker, + SHARE_ENV, +} = require('node:worker_threads'); +const { + AnalysisTypes: { + Rekognition: { + Celeb, + Face, + FaceMatch, + }, + }, + StateData, +} = require('core-lib'); + +const WORKER_JS = 'worker.js'; + +class CreateComboTrackIterator { + constructor(stateData) { + this.$stateData = stateData; + } + + get [Symbol.toStringTag]() { + return 'CreateComboTrackIterator'; + } + + get stateData() { + return this.$stateData; + } + + async process() { + const progress = await this.spawnWorkerTheads(); + + if (progress >= 100) { + this.stateData.setCompleted(); + } else { + this.stateData.setProgress(progress); + } + + return this.stateData; + } + + async spawnWorkerTheads() { + let nWorkers = 0; + let promises = []; + + // parameters for worker to re-create StateData object + const stateData = this.stateData; + const params = { + stateMachine: stateData.stateMachine, + event: stateData.event, + context: JSON.parse(JSON.stringify(stateData.context)), + }; + + const data = stateData.data; + [ + Celeb, + Face, + FaceMatch, + ].forEach((subCategory) => { + if (data[subCategory]) { + promises.push(this.createWorkerThread( + nWorkers++, + subCategory, + params + )); + } + }); + + if (promises.length === 0) { + return 100; + } + + promises = await Promise.all(promises); + + let done = 0; + for (let i = 0; i < promises.length; i += 1) { + if (promises[i] === true) { + done += 1; + } + } + + return Math.round((done / promises.length) * 100); + } + + async createWorkerThread( + workerId, + subCategory, + data + ) { + const remaining = this.stateData.getRemainingTime(); + const bufferTime = 60 * 1000; + const curTime = Date.now(); + const deadline = curTime + (remaining - bufferTime); + + return new Promise((resolve, reject) => { + console.log(`WorkerThread #${workerId}: ${subCategory}`); + + const parsed = PATH.parse(__filename); + const file = PATH.join(parsed.dir, WORKER_JS); + + const worker = new Worker(file, { + env: SHARE_ENV, + workerData: { + ...data, + workerId, + subCategory, + deadline, + }, + }); + + const errors = []; + let done = false; + + worker.on('message', (message) => { + if (message.status !== undefined) { + console.log( + 'worker.on.status', + workerId, + subCategory, + JSON.stringify(message) + ); + this.stateData.data[subCategory] = message[subCategory]; + if (message.status === StateData.Statuses.Completed) { + done = true; + } + } else if (message.error) { + console.error( + 'ERR:', + 'worker.on.error', + workerId, + subCategory, + message.error + ); + errors.push(`WorkerId #${workerId}: ${subCategory}: ${message.error}`); + } + }); + + worker.on('error', (e) => { + console.log(`ERR: WorkerId #${workerId}: ${subCategory}: ${e.code} ${e.message}`); + reject(e); + }); + + worker.on('exit', (code) => { + if (code !== 0) { + console.error( + 'ERR:', + `WorkerThread #${workerId}: ${subCategory}`, + 'exitCode:', + code + ); + reject(new Error(`exitCode ${code}`)); + return; + } + + if (errors.length > 0) { + reject(new Error(errors.join(','))); + return; + } + + console.log(`WorkerThread #${workerId} [RETURNED]: done? ${done}`); + resolve(done); + }); + }); + } +} + +module.exports = CreateComboTrackIterator; diff --git a/source/main/analysis/video/states/create-track-iterator/iterators/create-combo-track/worker.js b/source/main/analysis/video/states/create-track-iterator/iterators/create-combo-track/worker.js new file mode 100644 index 0000000..9133f27 --- /dev/null +++ b/source/main/analysis/video/states/create-track-iterator/iterators/create-combo-track/worker.js @@ -0,0 +1,88 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + workerData, + parentPort, +} = require('worker_threads'); +const { + StateData, + AnalysisTypes: { + Rekognition: { + Celeb, + Face, + FaceMatch, + }, + }, +} = require('core-lib'); + +const CreateCelebTrackIterator = require('../create-celeb-track'); +const CreateFaceTrackIterator = require('../create-face-track'); +const CreateFaceMatchTrackIterator = require('../create-face-match-track'); + +(async () => { + try { + console.log('workerData', JSON.stringify(workerData, null, 2)); + + const missing = ['stateMachine', 'event', 'context', 'workerId', 'subCategory', 'deadline'] + .filter((x) => + workerData[x] === undefined); + + if (missing.length) { + throw new Error(`missing workerData (${missing.join(', ')})`); + } + + const { + stateMachine, + event, + context, + workerId, + subCategory, + deadline, + } = workerData; + + // reconstruct getRemainingTimeInMillis from context + const _context = { + ...context, + getRemainingTimeInMillis: () => + deadline - Date.now(), + }; + const stateData = new StateData( + stateMachine, + event, + _context + ); + + let instance; + + if (subCategory === Celeb) { + instance = new CreateCelebTrackIterator(stateData); + } else if (subCategory === Face) { + instance = new CreateFaceTrackIterator(stateData); + } else if (subCategory === FaceMatch) { + instance = new CreateFaceMatchTrackIterator(stateData); + } else { + throw new Error(`${subCategory} not supported`); + } + + const response = await instance.process(); + + // signal parent + parentPort.postMessage({ + workerId, + status: response.status, + progress: response.progress, + [subCategory]: response.data[subCategory], + }); + } catch (e) { + console.error(e); + console.log( + 'workerData', + JSON.stringify(workerData, null, 2) + ); + parentPort.postMessage({ + ...workerData, + error: e.message, + }); + } +})(); diff --git a/source/main/analysis/video/states/create-track-iterator/iterators/create-custom-label-track/index.js b/source/main/analysis/video/states/create-track-iterator/iterators/create-custom-label-track/index.js index a34a40e..4572360 100644 --- a/source/main/analysis/video/states/create-track-iterator/iterators/create-custom-label-track/index.js +++ b/source/main/analysis/video/states/create-track-iterator/iterators/create-custom-label-track/index.js @@ -3,9 +3,7 @@ const PATH = require('path'); const { - SQL, AnalysisTypes, - CommonUtils, } = require('core-lib'); const BaseCreateTrackIterator = require('../shared/baseCreateTrackIterator'); @@ -21,33 +19,30 @@ class CreateCustomLabelTrackIterator extends BaseCreateTrackIterator { return 'CreateCustomLabelTrackIterator'; } - async downloadSelected(bucket, key, name) { - const query = `SELECT * FROM S3Object[*].CustomLabels[*] s WHERE s.CustomLabel.Name = '${SQL.escape(name)}';`; - return CommonUtils.selectS3Content(bucket, key, query).catch(() => - this.downloadJson(bucket, key, name)); - } - - async downloadJson(bucket, key, name) { - return CommonUtils.download(bucket, key) - .then(data => - JSON.parse(data).CustomLabels.filter(x => - x.CustomLabel.Name === name)); + filterBy(name, data) { + if (!data || !data.CustomLabels || !data.CustomLabels.length) { + return []; + } + return data.CustomLabels + .filter((x) => + (x.CustomLabel || {}).Name === name); } createTimeseriesData(name, datasets) { const timestamps = {}; - for (let dataset of datasets) { + for (let i = 0; i < datasets.length; i++) { + const dataset = datasets[i]; const box = ((dataset.CustomLabel.Geometry || {}).BoundingBox) ? { - w: Number.parseFloat(dataset.CustomLabel.Geometry.BoundingBox.Width.toFixed(4)), - h: Number.parseFloat(dataset.CustomLabel.Geometry.BoundingBox.Height.toFixed(4)), - l: Number.parseFloat(dataset.CustomLabel.Geometry.BoundingBox.Left.toFixed(4)), - t: Number.parseFloat(dataset.CustomLabel.Geometry.BoundingBox.Top.toFixed(4)), + w: Number(dataset.CustomLabel.Geometry.BoundingBox.Width.toFixed(4)), + h: Number(dataset.CustomLabel.Geometry.BoundingBox.Height.toFixed(4)), + l: Number(dataset.CustomLabel.Geometry.BoundingBox.Left.toFixed(4)), + t: Number(dataset.CustomLabel.Geometry.BoundingBox.Top.toFixed(4)), } : undefined; timestamps[dataset.Timestamp] = timestamps[dataset.Timestamp] || []; timestamps[dataset.Timestamp].push({ - c: Number.parseFloat(dataset.CustomLabel.Confidence.toFixed(2)), + c: Number(dataset.CustomLabel.Confidence.toFixed(2)), ...box, }); } @@ -56,30 +51,29 @@ class CreateCustomLabelTrackIterator extends BaseCreateTrackIterator { } return { label: name, - data: Object.keys(timestamps).map(x => ({ - x: Number.parseInt(x, 10), - y: timestamps[x].length, - details: timestamps[x], - })), + data: Object.keys(timestamps) + .map((x) => ({ + x: Number(x), + y: timestamps[x].length, + details: timestamps[x], + })), }; } makeRawDataPrefix(subCategory) { const data = this.stateData.data[subCategory]; - return PATH.join( - super.makeRawDataPrefix(subCategory), - data[CUSTOMLABEL_MODELS], - '/' - ); + const prefix = super.makeRawDataPrefix(subCategory); + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + return PATH.join(prefix, data[CUSTOMLABEL_MODELS], '/'); } makeNamedPrefix(subCategory, name) { const data = this.stateData.data[subCategory]; - return PATH.join( - super.makeNamedPrefix(subCategory, name), - data[CUSTOMLABEL_MODELS], - '/' - ); + const prefix = super.makeNamedPrefix(subCategory, name); + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + return PATH.join(prefix, data[CUSTOMLABEL_MODELS], '/'); } setCompleted(params) { diff --git a/source/main/analysis/video/states/create-track-iterator/iterators/create-face-match-track/index.js b/source/main/analysis/video/states/create-track-iterator/iterators/create-face-match-track/index.js index 3c6ffff..0c7f3f3 100644 --- a/source/main/analysis/video/states/create-track-iterator/iterators/create-face-match-track/index.js +++ b/source/main/analysis/video/states/create-track-iterator/iterators/create-face-match-track/index.js @@ -2,50 +2,54 @@ // SPDX-License-Identifier: Apache-2.0 const { - AnalysisTypes, - CommonUtils, + AnalysisTypes: { + Rekognition: { + FaceMatch, + }, + }, FaceIndexer, } = require('core-lib'); const BaseCreateTrackIterator = require('../shared/baseCreateTrackIterator'); -const SUBCATEGORY = AnalysisTypes.Rekognition.FaceMatch; - class CreateFaceMatchTrackIterator extends BaseCreateTrackIterator { constructor(stateData) { - super(stateData, SUBCATEGORY); + super(stateData, FaceMatch); } get [Symbol.toStringTag]() { return 'CreateFaceMatchTrackIterator'; } - async downloadSelected(bucket, key, name) { - return this.downloadJson(bucket, key, name); - } + filterBy(name, data) { + if (!data || !data.Persons || !data.Persons.length) { + return []; + } - async downloadJson(bucket, key, name) { - const datasets = await CommonUtils.download(bucket, key) - .then(x => JSON.parse(x)); - const selected = []; - for (let item of datasets.Persons) { - if (item.FaceMatches && item.FaceMatches.length) { - const bestMatch = item.FaceMatches.filter(x => - x.Face.ExternalImageId === name) - .sort((a, b) => - b.Similarity - a.Similarity) - .shift(); - if (bestMatch) { - item.FaceMatches = [bestMatch]; - selected.push(item); + return data.Persons + .filter((x) => { + const face = (((x || {}).FaceMatches || [])[0] || {}).Face; + + if (!face) { + return false; } - } - } - return selected; + + const faceId = face.FaceId; + let _name = face.Name; + if (!_name) { + _name = FaceIndexer.resolveExternalImageId( + face.ExternalImageId, + faceId + ); + } + + return (name === _name); + }); } createTimeseriesData(name, datasets) { const timestamps = {}; let desc; - for (let dataset of datasets) { + for (let i = 0; i < datasets.length; i++) { + const dataset = datasets[i]; if (!(dataset.FaceMatches || [])[0]) { continue; } @@ -54,25 +58,25 @@ class CreateFaceMatchTrackIterator extends BaseCreateTrackIterator { } const xy = ((dataset.Person.Face || {}).BoundingBox) ? { - w: Number.parseFloat(dataset.Person.Face.BoundingBox.Width.toFixed(4)), - h: Number.parseFloat(dataset.Person.Face.BoundingBox.Height.toFixed(4)), - l: Number.parseFloat(dataset.Person.Face.BoundingBox.Left.toFixed(4)), - t: Number.parseFloat(dataset.Person.Face.BoundingBox.Top.toFixed(4)), + w: Number(dataset.Person.Face.BoundingBox.Width.toFixed(4)), + h: Number(dataset.Person.Face.BoundingBox.Height.toFixed(4)), + l: Number(dataset.Person.Face.BoundingBox.Left.toFixed(4)), + t: Number(dataset.Person.Face.BoundingBox.Top.toFixed(4)), } : undefined; timestamps[dataset.Timestamp] = timestamps[dataset.Timestamp] || []; if (!dataset.Person.BoundingBox) { timestamps[dataset.Timestamp].push({ ...xy, - c: Number.parseFloat(dataset.FaceMatches[0].Similarity.toFixed(2)), + c: Number(dataset.FaceMatches[0].Similarity.toFixed(2)), }); } else { timestamps[dataset.Timestamp].push({ - c: Number.parseFloat(dataset.FaceMatches[0].Similarity.toFixed(2)), - w: Number.parseFloat(dataset.Person.BoundingBox.Width.toFixed(4)), - h: Number.parseFloat(dataset.Person.BoundingBox.Height.toFixed(4)), - l: Number.parseFloat(dataset.Person.BoundingBox.Left.toFixed(4)), - t: Number.parseFloat(dataset.Person.BoundingBox.Top.toFixed(4)), + c: Number(dataset.FaceMatches[0].Similarity.toFixed(2)), + w: Number(dataset.Person.BoundingBox.Width.toFixed(4)), + h: Number(dataset.Person.BoundingBox.Height.toFixed(4)), + l: Number(dataset.Person.BoundingBox.Left.toFixed(4)), + t: Number(dataset.Person.BoundingBox.Top.toFixed(4)), xy, }); } @@ -83,11 +87,12 @@ class CreateFaceMatchTrackIterator extends BaseCreateTrackIterator { return { label: name, desc, - data: Object.keys(timestamps).map(x => ({ - x: Number.parseInt(x, 10), - y: timestamps[x].length, - details: timestamps[x], - })), + data: Object.keys(timestamps) + .map(x => ({ + x: Number(x), + y: timestamps[x].length, + details: timestamps[x], + })), }; } } diff --git a/source/main/analysis/video/states/create-track-iterator/iterators/create-face-track/index.js b/source/main/analysis/video/states/create-track-iterator/iterators/create-face-track/index.js index 9dca4f7..74afe82 100644 --- a/source/main/analysis/video/states/create-track-iterator/iterators/create-face-track/index.js +++ b/source/main/analysis/video/states/create-track-iterator/iterators/create-face-track/index.js @@ -18,20 +18,19 @@ class CreateFaceTrackIterator extends BaseCreateTrackIterator { return 'CreateFaceTrackIterator'; } - async downloadSelected(bucket, key, name) { - return this.downloadJson(bucket, key, name); - } - - async downloadJson(bucket, key, name) { - const data = await CommonUtils.download(bucket, key) - .then(x => JSON.parse(x)); - return ((data || {}).Faces || []).filter(x => - (((x.Face || {}).Gender || {}).Value === name)); + filterBy(name, data) { + if (!data || !data.Faces || !data.Faces.length) { + return []; + } + return data.Faces + .filter((x) => + (((x || {}).Face || {}).Gender || {}).Value === name); } createTimeseriesData(name, datasets) { const timestamps = {}; - for (let dataset of datasets) { + for (let i = 0; i < datasets.length; i++) { + const dataset = datasets[i]; if (!dataset.Face.BoundingBox || !dataset.Face.Gender) { continue; } @@ -40,16 +39,19 @@ class CreateFaceTrackIterator extends BaseCreateTrackIterator { desc.push(`Age: ${dataset.Face.AgeRange.Low}-${dataset.Face.AgeRange.High}`); } if (dataset.Face.Emotions) { - const emotion = dataset.Face.Emotions.sort((a, b) => b.Confidence - a.Confidence).shift(); - desc.push(`${emotion.Type} (${Number.parseFloat(emotion.Confidence.toFixed(2))}%)`); + const emotion = dataset.Face.Emotions + .sort((a, b) => + b.Confidence - a.Confidence) + .shift(); + desc.push(`${emotion.Type} (${Number(emotion.Confidence.toFixed(2))}%)`); } timestamps[dataset.Timestamp] = timestamps[dataset.Timestamp] || []; timestamps[dataset.Timestamp].push({ - c: Number.parseFloat(dataset.Face.Gender.Confidence.toFixed(2)), - w: Number.parseFloat(dataset.Face.BoundingBox.Width.toFixed(4)), - h: Number.parseFloat(dataset.Face.BoundingBox.Height.toFixed(4)), - l: Number.parseFloat(dataset.Face.BoundingBox.Left.toFixed(4)), - t: Number.parseFloat(dataset.Face.BoundingBox.Top.toFixed(4)), + c: Number(dataset.Face.Gender.Confidence.toFixed(2)), + w: Number(dataset.Face.BoundingBox.Width.toFixed(4)), + h: Number(dataset.Face.BoundingBox.Height.toFixed(4)), + l: Number(dataset.Face.BoundingBox.Left.toFixed(4)), + t: Number(dataset.Face.BoundingBox.Top.toFixed(4)), desc: (!desc.length) ? undefined : desc.join(';'), }); } @@ -58,11 +60,12 @@ class CreateFaceTrackIterator extends BaseCreateTrackIterator { } return { label: name, - data: Object.keys(timestamps).map(x => ({ - x: Number.parseInt(x, 10), - y: timestamps[x].length, - details: timestamps[x], - })), + data: Object.keys(timestamps) + .map((x) => ({ + x: Number(x), + y: timestamps[x].length, + details: timestamps[x], + })), }; } } diff --git a/source/main/analysis/video/states/create-track-iterator/iterators/create-label-track/index.js b/source/main/analysis/video/states/create-track-iterator/iterators/create-label-track/index.js index f435ac1..d4aed12 100644 --- a/source/main/analysis/video/states/create-track-iterator/iterators/create-label-track/index.js +++ b/source/main/analysis/video/states/create-track-iterator/iterators/create-label-track/index.js @@ -2,9 +2,7 @@ // SPDX-License-Identifier: Apache-2.0 const { - SQL, AnalysisTypes, - CommonUtils, } = require('core-lib'); const BaseCreateTrackIterator = require('../shared/baseCreateTrackIterator'); @@ -19,54 +17,60 @@ class CreateLabelTrackIterator extends BaseCreateTrackIterator { return 'CreateLabelTrackIterator'; } - async downloadSelected(bucket, key, name) { - const query = `SELECT * FROM S3Object[*].Labels[*] s WHERE s.Label.Name = '${SQL.escape(name)}';`; - return CommonUtils.selectS3Content(bucket, key, query).catch(() => - this.downloadJson(bucket, key, name)); - } - - async downloadJson(bucket, key, name) { - const data = await CommonUtils.download(bucket, key) - .then(x => JSON.parse(x)); - return ((data || {}).Labels || []).filter(x => - ((x.Label || {}).Name === name)); + filterBy(name, data) { + if (!data || !data.Labels || !data.Labels.length) { + return []; + } + return data.Labels + .filter((x) => + ((x || {}).Label || {}).Name === name); } createTimeseriesData(name, datasets) { let desc; const timestamps = {}; - for (let dataset of datasets) { + for (let i = 0; i < datasets.length; i++) { + const dataset = datasets[i]; if (!desc && (dataset.Label.Parents || []).length > 0) { - desc = dataset.Label.Parents.map(x => x.Name).join(';'); + desc = dataset.Label.Parents + .map((x) => + x.Name) + .join(';'); } /* case 1: use instance's score */ const boxes = (dataset.Label.Instances || []).map(x => ({ - c: Number.parseFloat(x.Confidence.toFixed(2)), - w: Number.parseFloat(x.BoundingBox.Width.toFixed(4)), - h: Number.parseFloat(x.BoundingBox.Height.toFixed(4)), - l: Number.parseFloat(x.BoundingBox.Left.toFixed(4)), - t: Number.parseFloat(x.BoundingBox.Top.toFixed(4)), + c: Number(x.Confidence.toFixed(2)), + w: Number(x.BoundingBox.Width.toFixed(4)), + h: Number(x.BoundingBox.Height.toFixed(4)), + l: Number(x.BoundingBox.Left.toFixed(4)), + t: Number(x.BoundingBox.Top.toFixed(4)), })); /* case 2: if no bounding box, use label's score */ if (!boxes.length) { boxes.push({ - c: Number.parseFloat(dataset.Label.Confidence.toFixed(2)), + c: Number(dataset.Label.Confidence.toFixed(2)), }); } timestamps[dataset.Timestamp] = timestamps[dataset.Timestamp] || []; - timestamps[dataset.Timestamp].splice(timestamps[dataset.Timestamp].length, 0, ...boxes); + timestamps[dataset.Timestamp].splice( + timestamps[dataset.Timestamp].length, + 0, + ...boxes + ); } if (!Object.keys(timestamps)) { return undefined; } + return { label: name, desc, - data: Object.keys(timestamps).map(x => ({ - x: Number.parseInt(x, 10), - y: timestamps[x].length, - details: timestamps[x], - })), + data: Object.keys(timestamps) + .map(x => ({ + x: Number(x), + y: timestamps[x].length, + details: timestamps[x], + })), }; } } diff --git a/source/main/analysis/video/states/create-track-iterator/iterators/create-moderation-track/index.js b/source/main/analysis/video/states/create-track-iterator/iterators/create-moderation-track/index.js index 444d21f..116e081 100644 --- a/source/main/analysis/video/states/create-track-iterator/iterators/create-moderation-track/index.js +++ b/source/main/analysis/video/states/create-track-iterator/iterators/create-moderation-track/index.js @@ -2,9 +2,7 @@ // SPDX-License-Identifier: Apache-2.0 const { - SQL, AnalysisTypes, - CommonUtils, } = require('core-lib'); const BaseCreateTrackIterator = require('../shared/baseCreateTrackIterator'); @@ -19,42 +17,44 @@ class CreateModerationTrackIterator extends BaseCreateTrackIterator { return 'CreateModerationTrackIterator'; } - async downloadSelected(bucket, key, name) { - const query = `SELECT * FROM S3Object[*].ModerationLabels[*] s WHERE s.ModerationLabel.Name = '${SQL.escape(name)}';`; - return CommonUtils.selectS3Content(bucket, key, query).catch(() => - this.downloadJson(bucket, key, name)); - } + filterBy(name, data) { + if (!data || !data.ModerationLabels || !data.ModerationLabels.length) { + return []; + } - async downloadJson(bucket, key, name) { - const data = await CommonUtils.download(bucket, key) - .then(x => JSON.parse(x)); - return ((data || {}).ModerationLabels || []).filter(x => - ((x.ModerationLabel || {}).Name === name)); + return data.ModerationLabels + .filter((x) => + x.ModerationLabel !== undefined + && (x.ModerationLabel.Name === name + || x.ModerationLabel.ParentName === name)); } createTimeseriesData(name, datasets) { let desc; const timestamps = {}; - for (let dataset of datasets) { - if (!desc && dataset.ModerationLabel.Name) { - desc = dataset.ModerationLabel.Name; + for (let i = 0; i < datasets.length; i++) { + const dataset = datasets[i]; + if (!desc && dataset.ModerationLabel.ParentName) { + desc = dataset.ModerationLabel.ParentName; } timestamps[dataset.Timestamp] = timestamps[dataset.Timestamp] || []; timestamps[dataset.Timestamp].push({ - c: Number.parseFloat(dataset.ModerationLabel.Confidence.toFixed(2)), + c: Number(dataset.ModerationLabel.Confidence.toFixed(2)), }); } if (!Object.keys(timestamps)) { return undefined; } + return { label: name, desc, - data: Object.keys(timestamps).map(x => ({ - x: Number.parseInt(x, 10), - y: timestamps[x].length, - details: timestamps[x], - })), + data: Object.keys(timestamps) + .map(x => ({ + x: Number(x), + y: timestamps[x].length, + details: timestamps[x], + })), }; } } diff --git a/source/main/analysis/video/states/create-track-iterator/iterators/create-person-track/index.js b/source/main/analysis/video/states/create-track-iterator/iterators/create-person-track/index.js index 72c714d..8a07194 100644 --- a/source/main/analysis/video/states/create-track-iterator/iterators/create-person-track/index.js +++ b/source/main/analysis/video/states/create-track-iterator/iterators/create-person-track/index.js @@ -2,9 +2,7 @@ // SPDX-License-Identifier: Apache-2.0 const { - SQL, AnalysisTypes, - CommonUtils, } = require('core-lib'); const BaseCreateTrackIterator = require('../shared/baseCreateTrackIterator'); @@ -19,23 +17,24 @@ class CreatePersonTrackIterator extends BaseCreateTrackIterator { return 'CreatePersonTrackIterator'; } - async downloadSelected(bucket, key, name) { - const query = `SELECT * FROM S3Object[*].Persons[*] s WHERE s.Person.Index = ${SQL.escape(name)};`; - return CommonUtils.selectS3Content(bucket, key, query).catch(() => - this.downloadJson(bucket, key, name)); + get enableVtt() { + return false; } - async downloadJson(bucket, key, name) { - const data = await CommonUtils.download(bucket, key) - .then(x => JSON.parse(x)); - return ((data || {}).Persons || []).filter(x => - ((x.Person || {}).Index.toString() === name)); + filterBy(name, data) { + if (!data || !data.Persons || !data.Persons.length) { + return []; + } + return data.Persons + .filter((x) => + String((x.Person || {}).Index) === name); } createTimeseriesData(name, datasets) { const timestamps = {}; let desc; - for (let dataset of datasets) { + for (let i = 0; i < datasets.length; i++) { + const dataset = datasets[i]; const details = dataset.Person; if (!details.BoundingBox) { continue; @@ -45,20 +44,20 @@ class CreatePersonTrackIterator extends BaseCreateTrackIterator { } const xy = ((details.Face || {}).BoundingBox) ? { - c: Number.parseFloat(details.Face.Confidence.toFixed(2)), - w: Number.parseFloat(details.Face.BoundingBox.Width.toFixed(4)), - h: Number.parseFloat(details.Face.BoundingBox.Height.toFixed(4)), - l: Number.parseFloat(details.Face.BoundingBox.Left.toFixed(4)), - t: Number.parseFloat(details.Face.BoundingBox.Top.toFixed(4)), + c: Number(details.Face.Confidence.toFixed(2)), + w: Number(details.Face.BoundingBox.Width.toFixed(4)), + h: Number(details.Face.BoundingBox.Height.toFixed(4)), + l: Number(details.Face.BoundingBox.Left.toFixed(4)), + t: Number(details.Face.BoundingBox.Top.toFixed(4)), } : undefined; timestamps[dataset.Timestamp] = timestamps[dataset.Timestamp] || []; timestamps[dataset.Timestamp].push({ - c: Number.parseFloat((details.Confidence || 0).toFixed(2)), - w: Number.parseFloat(details.BoundingBox.Width.toFixed(4)), - h: Number.parseFloat(details.BoundingBox.Height.toFixed(4)), - l: Number.parseFloat(details.BoundingBox.Left.toFixed(4)), - t: Number.parseFloat(details.BoundingBox.Top.toFixed(4)), + c: Number((details.Confidence || 0).toFixed(2)), + w: Number(details.BoundingBox.Width.toFixed(4)), + h: Number(details.BoundingBox.Height.toFixed(4)), + l: Number(details.BoundingBox.Left.toFixed(4)), + t: Number(details.BoundingBox.Top.toFixed(4)), xy, }); } @@ -68,11 +67,12 @@ class CreatePersonTrackIterator extends BaseCreateTrackIterator { return { label: name, desc, - data: Object.keys(timestamps).map(x => ({ - x: Number.parseInt(x, 10), - y: timestamps[x].length, - details: timestamps[x], - })), + data: Object.keys(timestamps) + .map(x => ({ + x: Number(x), + y: timestamps[x].length, + details: timestamps[x], + })), }; } } diff --git a/source/main/analysis/video/states/create-track-iterator/iterators/create-segment-track/index.js b/source/main/analysis/video/states/create-track-iterator/iterators/create-segment-track/index.js index cf139e3..238484b 100644 --- a/source/main/analysis/video/states/create-track-iterator/iterators/create-segment-track/index.js +++ b/source/main/analysis/video/states/create-track-iterator/iterators/create-segment-track/index.js @@ -1,9 +1,13 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const PATH = require('path'); +const PATH = require('node:path'); const { - AnalysisTypes, + AnalysisTypes: { + Rekognition: { + Segment, + }, + }, CommonUtils, WebVttTrack, EDLComposer, @@ -11,7 +15,17 @@ const { } = require('core-lib'); const BaseCreateTrackIterator = require('../shared/baseCreateTrackIterator'); -const SUBCATEGORY = AnalysisTypes.Rekognition.Segment; +// ColorBars | EndCredits | BlackFrames | OpeningCredits | StudioLogo | Slate | Content +const CUE_ABBREV = { + OpeningCredits: 'OPENI', + EndCredits: 'ENDCRD', + BlackFrames: 'BLACK', + ColorBars: 'COLOR', + StudioLogo: 'STUDIO', + Slate: 'SLATE', + Content: 'CONTEN', +}; + const TYPE_SHOT = 'SHOT'; const CUE_ALIGNMENT_START = { line: 0, @@ -26,7 +40,7 @@ const CUE_ALIGNMENT_END = { class CreateSegmentTrackIterator extends BaseCreateTrackIterator { constructor(stateData) { - super(stateData, SUBCATEGORY); + super(stateData, Segment); } get [Symbol.toStringTag]() { @@ -42,141 +56,200 @@ class CreateSegmentTrackIterator extends BaseCreateTrackIterator { } async process() { - const data = this.stateData.data[SUBCATEGORY]; - const detections = {}; - while (data.cursor < data.numOutputs) { - const processed = await this.processTrack(data.cursor); - Object.keys(processed).map((x) => { - if (detections[x] === undefined) { - detections[x] = []; - } - return detections[x].splice(detections[x].length, 0, ...processed[x]); - }); - data.cursor++; + const data = this.stateData.data[Segment]; + const bucket = data.bucket; + const key = data.output; + const prefix = PATH.parse(key).dir; + + const mapData = await this.getMapData( + bucket, + key + ); + if (!mapData || !mapData.data || !mapData.data.length) { + return this.setCompleted(); } - /* create webvtt track */ - await this.createWebVttFiles(detections); - /* create metadata files */ - await this.createMetadataFiles(detections); - /* create EDL zip package */ - await this.createEdlZipFile(detections); - return (data.cursor < data.numOutputs) - ? this.setProgress(Math.round((data.cursor / data.numOutputs) * 100)) - : this.setCompleted(); + + const dataset = await this.getDataFile( + bucket, + PATH.join(prefix, mapData.file) + ); + if (!dataset + || !dataset.Segments + || !dataset.Segments.length) { + return this.setCompleted(); + } + + await this.processTrack( + undefined, + dataset + ); + + return this.setCompleted(); } - async processTrack(idx) { - const data = this.stateData.data[SUBCATEGORY]; - const prefix = this.makeRawDataPrefix(SUBCATEGORY); - const name = CreateSegmentTrackIterator.makeSequenceFileName(idx); + async processTrack(name, dataset) { + const data = this.stateData.data[Segment]; + const bucket = data.bucket; + const title = PATH.parse(data.key).name + .replace(/[\W_]+/g, ' '); + const detections = {}; - const segments = await CommonUtils.download(data.bucket, PATH.join(prefix, name), false) - .then((x) => - JSON.parse(x.Body.toString()).Segments.Segments) - .catch(e => console.error(e)); - while (segments && segments.length) { - const segment = segments.shift(); - if (segment.Type === TYPE_SHOT) { - const typed = segment.Type.toLowerCase(); - if (detections[typed] === undefined) { - detections[typed] = []; + dataset.Segments + .forEach((segment, idx) => { + let item; + + if (segment.ShotSegment !== undefined) { + item = _makeShotSegmentItem(segment, detections); + } else if (segment.TechnicalCueSegment !== undefined) { + item = _makeTechnicalCueItem(segment, detections); } - detections.shot.push({ - type: segment.Type, - name: `Shot ${segment.ShotSegment.Index.toString().padStart(3, '0')}`, - confidence: Number(Number(segment.ShotSegment.Confidence).toFixed(2)), - begin: segment.StartTimestampMillis, - end: segment.EndTimestampMillis, - smpteBegin: segment.StartTimecodeSMPTE, - smpteEnd: segment.EndTimecodeSMPTE, - }); - } else { - const typed = segment.TechnicalCueSegment.Type.toLowerCase(); - if (detections[typed] === undefined) { - detections[typed] = []; + + if (item !== undefined) { + if (detections[item.type] === undefined) { + detections[item.type] = []; + } + detections[item.type].push(item); } - detections[typed].push({ - type: segment.TechnicalCueSegment.Type, - name: `${segment.TechnicalCueSegment.Type.substring(0, 5)}${String(detections[typed].length).padStart(3, '0')}`, - confidence: segment.TechnicalCueSegment.Confidence, - begin: segment.StartTimestampMillis, - end: segment.EndTimestampMillis, - smpteBegin: segment.StartTimecodeSMPTE, - smpteEnd: segment.EndTimecodeSMPTE, - }); - } - } + }); + + await Promise.all([ + this.createWebVttFiles( + bucket, + this.makeVttPrefix(), + `${Segment}.json`, + detections + ), + this.createMetadataFiles( + bucket, + this.makeMetadataPrefix(), + `${Segment}.json`, + detections + ), + this.createEdlZipFile( + bucket, + this.makeEdlPrefix(), + `${Segment}.zip`, + title, + detections + ), + ]); return detections; } - async createWebVttFiles(detections) { - const bucket = this.stateData.data[SUBCATEGORY].bucket; - const prefix = this.makeVttPrefix(); - const promises = Object.values(detections).map((data) => { - if (!data || data.length === 0) { - return undefined; - } - const type = data[0].type; - const name = `${type.toLowerCase()}.vtt`; - const alignment = (type === TYPE_SHOT) - ? CUE_ALIGNMENT_START - : CUE_ALIGNMENT_END; - const body = this.createWebVtt(data, alignment); - return CommonUtils.uploadFile(bucket, prefix, name, body); + async createWebVttFiles( + bucket, + prefix, + name, + detections + ) { + const vtts = Object.keys(detections) + .filter((x) => + detections[x] && detections[x].length > 0) + .reduce((a0, c0) => ({ + ...a0, + [c0]: this.createWebVttText( + detections[c0], + (c0 === TYPE_SHOT) + ? CUE_ALIGNMENT_START + : CUE_ALIGNMENT_END + ), + }), {}); + + return CommonUtils.uploadFile( + bucket, + prefix, + name, + vtts + ).then(() => { + const key = PATH.join(prefix, name); + this.stateData.data[Segment].vtt = key; + return key; + }).catch((e) => { + console.error(e); + return undefined; }); - return Promise.all(promises); } - async createEdlZipFile(detections) { - const zip = new AdmZip(); - const parsed = PATH.parse(this.stateData.data[SUBCATEGORY].key); - const title = parsed.name.replace(/[\W_]+/g, ' '); - - Object.values(detections).forEach((data) => { - if (data.length === 0) { - return; - } - const type = data[0].type.toLowerCase(); - const events = data.map((item, idx) => ({ - id: idx + 1, - reelName: item.name, - clipName: parsed.base, - startTime: item.smpteBegin, - endTime: item.smpteEnd, - })); - const edl = new EDLComposer({ - title, - events, - }); - const buf = Buffer.from(edl.compose(), 'utf8'); - zip.addFile(`${type}.edl`, buf, type); + async createMetadataFiles( + bucket, + prefix, + name, + detections + ) { + const metadata = Object.keys(detections) + .filter((x) => + detections[x] && detections[x].length > 0) + .reduce((a0, c0) => ({ + ...a0, + [c0]: detections[c0], + }), {}); + + return CommonUtils.uploadFile( + bucket, + prefix, + name, + metadata + ).then(() => { + const key = PATH.join(prefix, name); + this.stateData.data[Segment].metadata = key; + return key; + }).catch((e) => { + console.error(e); + return undefined; }); - const bucket = this.stateData.data[SUBCATEGORY].bucket; - const prefix = this.makeEdlPrefix(); - const name = `${SUBCATEGORY}.zip`; - return CommonUtils.uploadFile(bucket, prefix, name, zip.toBuffer()); } - async createMetadataFiles(detections) { - const bucket = this.stateData.data[SUBCATEGORY].bucket; - const prefix = this.makeMetadataPrefix(); - const promises = Object.values(detections).map((data) => { - if (!data || data.length === 0) { - return undefined; - } - const type = data[0].type; - const name = `${type.toLowerCase()}.json`; - return CommonUtils.uploadFile(bucket, prefix, name, data); + async createEdlZipFile( + bucket, + prefix, + name, + title, + detections + ) { + const zip = new AdmZip(); + Object.keys(detections) + .filter((x) => + detections[x] && detections[x].length > 0) + .forEach((x) => { + const events = detections[x] + .map((item, idx) => ({ + id: idx + 1, + reelName: item.name, + clipName: title, + startTime: item.smpteBegin, + endTime: item.smpteEnd, + })); + + const edl = new EDLComposer({ + title, + events, + }); + + const buf = Buffer.from(edl.compose(), 'utf8'); + zip.addFile(`${x}.edl`, buf, x); + }); + + return CommonUtils.uploadFile( + bucket, + prefix, + name, + zip.toBuffer() + ).then(() => { + const key = PATH.join(prefix, name); + this.stateData.data[Segment].edl = key; + return key; + }).catch((e) => { + console.error(e); + return undefined; }); - return Promise.all(promises); } - createWebVtt(items, placement) { + createWebVttText(items, placement) { const track = new WebVttTrack(); items.forEach((x) => { const cueText = [ x.name, - `(${x.confidence})`, + `(${Math.round(x.confidence)}%)`, ].join(' '); const cueAlignment = [ `align:${placement.align}`, @@ -188,10 +261,62 @@ class CreateSegmentTrackIterator extends BaseCreateTrackIterator { }); return track.toString(); } +} + +function _makeShotSegmentItem(segment, detections) { + const { + ShotSegment: { + Index, + Confidence, + }, + } = segment; + + const name = `${TYPE_SHOT} ${String(Index).padStart(3, '0')}`; - static makeSequenceFileName(idx) { - return `${String(idx).padStart(8, '0')}.json`; + return _makeItem(segment, TYPE_SHOT, name, Confidence); +} + +function _makeTechnicalCueItem(segment, detections) { + const { + TechnicalCueSegment: { + Type, + Confidence, + }, + } = segment; + + let name = CUE_ABBREV[Type]; + if (!name) { + name = Type.substring(0, 5).toUpperCase(); } + + const padding = 8 - name.length; + const index = String((detections[Type] || []).length) + .padStart(padding, '0'); + + name = `${name}${index}`; + + return _makeItem(segment, Type, name, Confidence); +} + +function _makeItem(segment, type, name, confidence) { + const { + StartTimestampMillis: begin, + EndTimestampMillis: end, + StartTimecodeSMPTE: smpteBegin, + EndTimecodeSMPTE: smpteEnd, + } = segment; + + const item = { + type, + name, + confidence: Number(confidence.toFixed(2)), + begin, + end, + smpteBegin, + smpteEnd, + }; + + return item; } module.exports = CreateSegmentTrackIterator; diff --git a/source/main/analysis/video/states/create-track-iterator/iterators/create-text-track/index.js b/source/main/analysis/video/states/create-track-iterator/iterators/create-text-track/index.js index 7510d6a..6771916 100644 --- a/source/main/analysis/video/states/create-track-iterator/iterators/create-text-track/index.js +++ b/source/main/analysis/video/states/create-track-iterator/iterators/create-text-track/index.js @@ -22,44 +22,45 @@ class CreateTextTrackIterator extends BaseCreateTrackIterator { return false; } - async downloadSelected(bucket, key, name) { - return this.downloadJson(bucket, key, name); - } - - async downloadJson(bucket, key, name) { - const data = await CommonUtils.download(bucket, key) - .then(x => JSON.parse(x)); - return ((data || {}).TextDetections || []).filter(x => - (x.TextDetection.DetectedText === name && x.TextDetection.Type === 'LINE')); + filterBy(name, data) { + if (!data || !data.TextDetections || !data.TextDetections.length) { + return []; + } + return data.TextDetections + .filter((x) => + (x.TextDetection || {}).DetectedText === name); } createTimeseriesData(name, datasets) { const timestamps = {}; - for (let dataset of datasets) { + for (let i = 0; i < datasets.length; i++) { + const dataset = datasets[i]; const box = dataset.TextDetection.Geometry.BoundingBox; if (!box) { continue; } - const confidence = Number(Number(dataset.TextDetection.Confidence).toFixed(2)); + const confidence = Number(dataset.TextDetection.Confidence.toFixed(2)); timestamps[dataset.Timestamp] = timestamps[dataset.Timestamp] || []; timestamps[dataset.Timestamp].push({ c: confidence, - w: Number(Number(box.Width).toFixed(4)), - h: Number(Number(box.Height).toFixed(4)), - l: Number(Number(box.Left).toFixed(4)), - t: Number(Number(box.Top).toFixed(4)), + w: Number(box.Width.toFixed(4)), + h: Number(box.Height.toFixed(4)), + l: Number(box.Left.toFixed(4)), + t: Number(box.Top.toFixed(4)), }); } if (!Object.keys(timestamps)) { return undefined; } + return { label: name, - data: Object.keys(timestamps).map(x => ({ - x: Number(x), - y: timestamps[x].length, - details: timestamps[x], - })), + data: Object.keys(timestamps) + .map(x => ({ + x: Number(x), + y: timestamps[x].length, + details: timestamps[x], + })), }; } } diff --git a/source/main/analysis/video/states/create-track-iterator/iterators/shared/baseCreateTrackIterator.js b/source/main/analysis/video/states/create-track-iterator/iterators/shared/baseCreateTrackIterator.js index f04236d..badf816 100644 --- a/source/main/analysis/video/states/create-track-iterator/iterators/shared/baseCreateTrackIterator.js +++ b/source/main/analysis/video/states/create-track-iterator/iterators/shared/baseCreateTrackIterator.js @@ -11,11 +11,11 @@ const { } = require('core-lib'); const CATEGORY = 'rekognition'; -const MAP_FILENAME = 'mapFile.json'; const TIMESERIES = 'timeseries'; const METADATA = 'metadata'; const VTT = 'vtt'; const EDL = 'edl'; +const FRAME_SEGMENTATION = 'framesegmentation'; class BaseCreateTrackIterator { constructor(stateData, subCategory) { @@ -67,9 +67,22 @@ class BaseCreateTrackIterator { return false; } + async downloadJson(bucket, key, name) { + return CommonUtils.download(bucket, key) + .then((res) => + this.filterBy( + name, + JSON.parse(res) + )) + .catch((e) => { + console.error(e); + return []; + }); + } + /* derived class to implement */ - async downloadSelected(bucket, key, name) { - throw new AnalysisError('subclass to implement'); + filterBy(name, data) { + return []; } /* derived class to implement */ @@ -77,106 +90,166 @@ class BaseCreateTrackIterator { return undefined; } + async getMapData(bucket, key) { + return CommonUtils.download( + bucket, + key + ).then((res) => + JSON.parse(res)) + .catch((e) => { + console.error(e); + return undefined; + }); + } + + async getDataFile(bucket, key) { + return CommonUtils.download( + bucket, + key + ).then((res) => + JSON.parse(res)) + .catch((e) => { + console.error(e); + return undefined; + }); + } + async process() { const data = this.stateData.data[this.subCategory]; - this.mapData = await this.getMapData(); - if (!this.mapData) { - this.setCompleted(); - return this.stateData.toJSON(); + const bucket = data.bucket; + const key = data.output; + const prefix = PATH.parse(key).dir; + + const mapData = await this.getMapData( + bucket, + key + ); + if (!mapData || !mapData.data || !mapData.data.length) { + return this.setCompleted(); } - const uniqueNames = Object.keys(this.mapData).splice(data.cursor); - while (uniqueNames.length) { - const t0 = new Date(); - const name = uniqueNames.shift(); - await this.processTrack(name); - data.cursor++; + + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const _key = PATH.join(prefix, mapData.file); + const dataset = await this.getDataFile(bucket, _key); + if (!dataset) { + return this.setCompleted(); + } + + let lambdaTimeout = false; + const uniques = mapData.data + .splice(data.cursor); + + let count = 0; + const t0 = new Date(); + while (!lambdaTimeout && uniques.length > 0) { + const name = uniques.shift(); + await this.processTrack( + name, + dataset + ); + data.cursor += 1; + count += 1; /* make sure we allocate enough time for the next iteration */ - const remained = this.stateData.getRemainingTime(); - const consumed = new Date() - t0; - console.log(`COMPLETED: name: '${name}' [Consumed/Remained: ${consumed / 1000}s / ${remained / 1000}s]`); - if (this.stateData.quitNow() || (remained - (consumed * 1.2) <= 0)) { - break; - } + lambdaTimeout = this.stateData.quitNow(); } - if (uniqueNames.length > 0) { - const total = data.cursor + uniqueNames.length; + + const remained = this.stateData.getRemainingTime(); + const consumed = new Date() - t0; + console.log(`COMPLETED: ${count} names [Consumed/Remained: ${consumed / 1000}s / ${remained / 1000}s]`); + + if (uniques.length > 0) { + const total = data.cursor + uniques.length; return this.setProgress(Math.round((data.cursor / total) * 100)); } return this.setCompleted(); } - async getMapData() { - const data = this.stateData.data[this.subCategory]; - const prefix = this.makeRawDataPrefix(this.subCategory); - const name = MAP_FILENAME; - /* download and merge mapData */ - return CommonUtils.download(data.bucket, PATH.join(prefix, name), false) - .then(x => JSON.parse(x.Body.toString())) - .catch(() => undefined); - } - - async processTrack(name) { + async processTrack(name, dataset) { const promises = []; - const data = this.stateData.data[this.subCategory]; - const prefix = this.makeRawDataPrefix(this.subCategory); - /* #1: download selected content */ - let appearances = await Promise.all(this.mapData[name].map(x => - this.downloadSelected(data.bucket, PATH.join(prefix, x), name))); - appearances = appearances.reduce((a0, c0) => a0.concat(c0), []); + const stateData = this.stateData.data[this.subCategory]; + const bucket = stateData.bucket; + + const appearances = this.filterBy(name, dataset); /* #1.1: create timelines */ const timelines = this.createTimelines(name, appearances); /* #2: create and upload timeseries data */ let oPrefix; - let oName; - const basename = name.toLowerCase().replace(/\s/g, '_').replace(/\//g, '-'); + if (this.enableTimeseries) { const timeseries = this.createTimeseriesData(name, appearances); if (timeseries) { /* compute show rate, duration and appearance */ - timeseries.duration = data.duration || 1; - const appearance = (!timelines) - ? 0 - : timelines.reduce((a0, c0) => - a0 + (c0.end - c0.begin), 0); + timeseries.duration = stateData.duration || 1; + let appearance = 0; + if (timelines) { + appearance = timelines + .reduce((a0, c0) => + a0 + (c0.end - c0.begin), 0); + } timeseries.appearance = Math.round(appearance); oPrefix = this.makeTimeseriesPrefix(); - oName = `${basename}.json`; - promises.push(CommonUtils.uploadFile(data.bucket, oPrefix, oName, timeseries)); + promises.push(this.mergeAndUploadFile( + bucket, + oPrefix, + `${this.subCategory}.json`, + { + [name]: timeseries, + } + )); + stateData.timeseries = PATH.join(oPrefix, `${this.subCategory}.json`); } } + /* #3: create metadata and vtt data */ - if (!this.enableMetadata && !this.enableVtt) { - return Promise.all(promises); - } - if (!timelines) { - return Promise.all(promises); - } - if (this.enableMetadata) { - oName = `${basename}.json`; - oPrefix = this.makeMetadataPrefix(); - const metadata = JSON.stringify(timelines.map(x => x.toJSON())); - promises.push(CommonUtils.uploadFile(data.bucket, oPrefix, oName, metadata)); - } - if (this.enableVtt) { - oName = `${basename}.vtt`; - oPrefix = this.makeVttPrefix(); - const vtt = this.createWebVtt(name, timelines); - promises.push(CommonUtils.uploadFile(data.bucket, oPrefix, oName, vtt.toString())); + if (timelines) { + if (this.enableMetadata) { + oPrefix = this.makeMetadataPrefix(); + const metadata = timelines + .map((x) => + x.toJSON()); + promises.push(this.mergeAndUploadFile( + bucket, + oPrefix, + `${this.subCategory}.json`, + { + [name]: metadata, + } + )); + stateData.metadata = PATH.join(oPrefix, `${this.subCategory}.json`); + } + + if (this.enableVtt) { + oPrefix = this.makeVttPrefix(); + const vtt = this.createWebVtt(name, timelines); + promises.push(this.mergeAndUploadFile( + bucket, + oPrefix, + `${this.subCategory}.json`, + { + [name]: vtt.toString(), + } + )); + stateData.vtt = PATH.join(oPrefix, `${this.subCategory}.json`); + } } + return Promise.all(promises); } createTimelines(name, dataset) { const data = this.stateData.data[this.subCategory]; - const options = (data.sampling) - ? { - timeDriftExceedThreshold: Math.round(data.sampling * 1.2), - } - : undefined; + const options = { + name, + }; + + if (data.sampling) { + options.timeDriftExceedThreshold = Math.round(data.sampling * 1.2); + } const timelines = []; const queue = new TimelineQ(); - for (let data of dataset) { - const item = TimelineQ.createTypedItem(data, options); + for (let i = 0; i < dataset.length; i++) { + const item = TimelineQ.createTypedItem(dataset[i], options); if (!item.canUse()) { continue; } @@ -193,6 +266,17 @@ class BaseCreateTrackIterator { if (queue.length) { timelines.push(queue.reduceAll()); } + + timelines.sort((a, b) => + a.begin - b.begin); + + // pad end time to have at least 1s + timelines.forEach((x) => { + if ((x.end - x.begin) <= 0) { + x.end = x.begin + 900; + } + }); + return timelines; } @@ -205,36 +289,22 @@ class BaseCreateTrackIterator { setCompleted(params) { const data = this.stateData.data[this.subCategory]; - const metadata = (this.enableMetadata) - ? this.makeMetadataPrefix() - : undefined; - const vtt = (this.enableVtt) - ? this.makeVttPrefix() - : undefined; - const timeseries = (this.enableTimeseries) - ? this.makeTimeseriesPrefix() - : undefined; - const edl = (this.enableEdl) - ? this.makeEdlPrefix() - : undefined; - const output = (this.mapData) - ? PATH.join(this.makeRawDataPrefix(this.subCategory), MAP_FILENAME) - : this.makeRawDataPrefix(this.subCategory); - const responseData = { + const merged = { startTime: data.startTime, endTime: data.endTime || Date.now(), backlogId: data.backlogId, jobId: data.jobId, numOutputs: data.numOutputs, bucket: data.bucket, - output, - metadata, - timeseries, - vtt, - edl, + output: data.output, + timeseries: data.timeseries, + metadata: data.metadata, + vtt: data.vtt, + edl: data.edl, + apiCount: data.apiCount, ...params, }; - this.stateData.data[this.subCategory] = responseData; + this.stateData.data[this.subCategory] = merged; this.stateData.setCompleted(); return this.stateData.toJSON(); } @@ -247,14 +317,9 @@ class BaseCreateTrackIterator { makeRawDataPrefix(subCategory) { const data = this.stateData.data[subCategory || this.subCategory]; const timestamp = CommonUtils.toISODateTime(data.requestTime); - return PATH.join( - data.prefix, - 'raw', - timestamp, - CATEGORY, - subCategory || this.subCategory, - '/' - ); + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + return PATH.join(data.prefix, 'raw', timestamp, CATEGORY, subCategory || this.subCategory, '/'); } makeMetadataPrefix() { @@ -275,11 +340,36 @@ class BaseCreateTrackIterator { makeNamedPrefix(subCategory, name) { const data = this.stateData.data[subCategory]; - return PATH.join( - data.prefix, + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + return PATH.join(data.prefix, name, subCategory, '/'); + } + + async mergeAndUploadFile( + bucket, + prefix, + name, + data + ) { + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const key = PATH.join(prefix, name); + const merged = await CommonUtils.download( + bucket, + key + ).then((res) => { + const json = JSON.parse(res); + return { + ...json, + ...data, + }; + }).catch(() => + data); + return CommonUtils.uploadFile( + bucket, + prefix, name, - subCategory, - '/' + merged ); } } diff --git a/source/main/analysis/video/states/detect-frame-iterator/index.js b/source/main/analysis/video/states/detect-frame-iterator/index.js index a111a65..360b42b 100644 --- a/source/main/analysis/video/states/detect-frame-iterator/index.js +++ b/source/main/analysis/video/states/detect-frame-iterator/index.js @@ -3,8 +3,18 @@ const { StateData, - AnalysisError, - AnalysisTypes, + AnalysisTypes: { + Rekognition: { + Celeb, + Face, + FaceMatch, + Label, + Moderation, + Text, + }, + AutoFaceIndexer, + }, + M2CException, } = require('core-lib'); const DetectCelebIterator = require('./iterators/detect-celeb'); const DetectFaceIterator = require('./iterators/detect-face'); @@ -12,20 +22,15 @@ const DetectFaceMatchIterator = require('./iterators/detect-face-match'); const DetectLabelIterator = require('./iterators/detect-label'); const DetectModerationIterator = require('./iterators/detect-moderation'); const DetectTextIterator = require('./iterators/detect-text'); -/* run celeb and facematch detection based on face results */ +// run celeb and facematch detection based on face results const DetectIdentityComboIterator = require('./iterators/detect-identity-combo'); - -const SUBCATEGORY_CELEB = AnalysisTypes.Rekognition.Celeb; -const SUBCATEGORY_FACE = AnalysisTypes.Rekognition.Face; -const SUBCATEGORY_FACEMATCH = AnalysisTypes.Rekognition.FaceMatch; -const SUBCATEGORY_LABEL = AnalysisTypes.Rekognition.Label; -const SUBCATEGORY_MODERATION = AnalysisTypes.Rekognition.Moderation; -const SUBCATEGORY_TEXT = AnalysisTypes.Rekognition.Text; +// run auto face indexer logic +const AutoFaceIndexerIterator = require('./iterators/auto-face-indexer'); class StateDetectFrameIterator { constructor(stateData) { if (!(stateData instanceof StateData)) { - throw new AnalysisError('stateData not StateData object'); + throw new M2CException('stateData not StateData object'); } this.$stateData = stateData; } @@ -40,38 +45,37 @@ class StateDetectFrameIterator { async process() { const data = this.stateData.data; + let iterator; - if (data[SUBCATEGORY_LABEL]) { + if (data[Label]) { iterator = new DetectLabelIterator(this.stateData); - } - else if (data[SUBCATEGORY_MODERATION]) { + } else if (data[Moderation]) { iterator = new DetectModerationIterator(this.stateData); - } - else if (data[SUBCATEGORY_TEXT]) { + } else if (data[Text]) { iterator = new DetectTextIterator(this.stateData); - } - /* use combo detection */ - else if (data[SUBCATEGORY_FACE] && (data[SUBCATEGORY_CELEB] || data[SUBCATEGORY_FACEMATCH])) { + // auto face indexer + } else if (data[AutoFaceIndexer] && data[Celeb] && data[FaceMatch]) { + iterator = new AutoFaceIndexerIterator(this.stateData); + // use combo detection + } else if (data[Face] && (data[Celeb] || data[FaceMatch])) { iterator = new DetectIdentityComboIterator(this.stateData); - } - else if (data[SUBCATEGORY_CELEB]) { - iterator = new DetectCelebIterator(this.stateData) - } - /* no combo detection */ - else if (data[SUBCATEGORY_FACE]) { + // no combo detection + } else if (data[Celeb]) { + iterator = new DetectCelebIterator(this.stateData); + } else if (data[Face]) { iterator = new DetectFaceIterator(this.stateData); - } - else if (data[SUBCATEGORY_FACEMATCH]) { + } else if (data[FaceMatch]) { iterator = new DetectFaceMatchIterator(this.stateData); + } else { + const message = `iterator for ${Object.keys(data).join(', ')} not supported`; + console.error( + 'ERR:', + 'StateDetectFrameIterator.process:', + message + ); + throw M2CException(message); } - else { - iterator = undefined; - } - if (!iterator) { - const e = `iterator '${Object.keys(data).join(',')}' not impl`; - console.error(e); - throw new AnalysisError(e); - } + return iterator.process(); } } diff --git a/source/main/analysis/video/states/detect-frame-iterator/iterators/auto-face-indexer/index.js b/source/main/analysis/video/states/detect-frame-iterator/iterators/auto-face-indexer/index.js new file mode 100644 index 0000000..5a6f19c --- /dev/null +++ b/source/main/analysis/video/states/detect-frame-iterator/iterators/auto-face-indexer/index.js @@ -0,0 +1,1095 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const FS = require('node:fs'); +const PATH = require('node:path'); +const { + DetectFacesCommand, +} = require('@aws-sdk/client-rekognition'); +const Jimp = require('jimp'); +const { + AnalysisTypes: { + Rekognition: { + Celeb, + FaceMatch, + }, + AutoFaceIndexer, + }, + CommonUtils, + M2CException, + FaceIndexer, + JimpHelper, +} = require('core-lib'); +const DetectCelebIterator = require('../detect-celeb'); +const DetectFaceMatchIterator = require('../detect-face-match'); +const { + RunCommand, +} = require('../shared/baseDetectFrameIterator'); + +const DEBUG_ENABLED = ( + process.env.ENV_DEBUG !== undefined && + process.env.AWS_LAMBDA_FUNCTION_NAME === undefined +); + +const MIN_SIMILARITY = 90; +const BBOX_MINCONFIDENCE = 98; +const PREFIX_FULLIMAGE = 'fullimage'; + +const DEFAULT_FILTER_SETINGS = { + minFaceW: 64, + minFaceH: 64, + maxPitch: 26, + maxRoll: 26, + maxYaw: 26, + minBrightness: 30, + minSharpness: 12, // 18, + minCelebConfidence: 100, // 99, + // Laplacian Variance to check blurriness of the face + minLaplacianVariance: 0, // 18, +}; + +let FilterSettings = DEFAULT_FILTER_SETINGS; + +class AutoFaceIndexerIterator { + constructor(stateData) { + const data = stateData.data; + + if (!data[Celeb]) { + throw new M2CException(`${Celeb} must be specified`); + } + + if (DEBUG_ENABLED) { + _createDir(AutoFaceIndexer); + } + + _setFilterSettings((data[AutoFaceIndexer] || {}).filterSettings); + + this.$celebIterator = new DetectCelebIterator(stateData); + this.$facematchIterator = new DetectFaceMatchIterator(stateData); + + if (data[AutoFaceIndexer].startTime === undefined) { + data[AutoFaceIndexer].startTime = Date.now(); + } + if (data[AutoFaceIndexer].facesIndexed === undefined) { + data[AutoFaceIndexer].facesIndexed = 0; + } + if (data[AutoFaceIndexer].apiCount === undefined) { + data[AutoFaceIndexer].apiCount = 0; + } + if (data[AutoFaceIndexer].faceApiCount === undefined) { + data[AutoFaceIndexer].faceApiCount = 0; + } + this.$autoFaceIndexerData = data[AutoFaceIndexer]; + this.$faceIndexer = new FaceIndexer(); + } + + get [Symbol.toStringTag]() { + return 'AutoFaceIndexerIterator'; + } + + get celebIterator() { + return this.$celebIterator; + } + + get facematchIterator() { + return this.$facematchIterator; + } + + get autoFaceIndexerData() { + return this.$autoFaceIndexerData; + } + + set autoFaceIndexerData(val) { + this.$autoFaceIndexerData = val; + } + + get faceIndexer() { + return this.$faceIndexer; + } + + async process() { + const instance = this.celebIterator; + + if (instance.stateData.data.framesegmentation) { + return this.processWithFrameSegmentation(); + } + + const data = instance.stateData.data[Celeb]; + + const bucket = data.bucket; + const prefix = data.frameCapture.prefix; + const numFrames = data.frameCapture.numFrames; + + const iterators = [ + [this.celebIterator, Celeb], + [this.facematchIterator, FaceMatch], + ]; + + const startTime = Date.now(); + + iterators.forEach((x) => { + const [ + iterator, + subcategory, + ] = x; + const categoryData = iterator.stateData.data[subcategory]; + categoryData.startTime = categoryData.startTime || startTime; + }); + + let lambdaTimeout = false; + + const t0 = new Date(); + while (!lambdaTimeout && data.cursor < numFrames) { + await this.processFrame( + bucket, + prefix, + data.cursor + ); + + iterators.forEach((x) => { + const [ + iterator, + subcategory, + ] = x; + const categoryData = iterator.stateData.data[subcategory]; + categoryData.cursor += 1; + }); + + /* make sure we allocate enough time for the next iteration */ + lambdaTimeout = this.quitNow(); + } + + await Promise.all(iterators + .map((x) => { + const [ + iterator, + subcategory, + ] = x; + const outPrefix = iterator.makeRawDataPrefix(subcategory); + const dataset = iterator.dataset; + iterator.mapData = iterator.getUniqueNames(dataset); + + return iterator.updateOutputs( + bucket, + outPrefix + ); + })); + + const consumed = new Date() - t0; + const remained = this.getRemainingTime(); + console.log(`COMPLETED: frame #${data.cursor - 1} [Consumed/Remained: ${consumed / 1000}s / ${remained / 1000}s]`); + + return (data.cursor >= numFrames) + ? this.setCompleted() + : this.setProgress(Math.round((data.cursor / numFrames) * 100)); + } + + getRemainingTime() { + const instance = this.celebIterator; + return instance.stateData.getRemainingTime(); + } + + quitNow() { + const instance = this.celebIterator; + return instance.stateData.quitNow(); + } + + async processFrame( + bucket, + prefix, + idx + ) { + const dataset = await this.celebIterator.processFrame( + bucket, + prefix, + idx + ); + + const faces = this.getUnrecognizedFaces(dataset); + /* no face found, skip celeb and facematch */ + if (!faces || !faces.length) { + return undefined; + } + + const promises = []; + if (this.facematchIterator) { + promises.push(this.facematchIterator.processFrame( + bucket, + prefix, + idx, + faces + )); + } + + return Promise.all(promises); + } + + getUnrecognizedFaces(celebrities) { + let unrecognizedFaces = []; + + if (!celebrities) { + return unrecognizedFaces; + } + + (celebrities.CelebrityFaces || []) + .forEach((celeb) => { + // filter out confidence higher than 99% + if (Math.round(celeb.MatchConfidence) > FilterSettings.minCelebConfidence) { + return; + } + + // filter out boundingbox confidence less than 95% + if (Math.round(celeb.Face.Confidence) < 95) { + return; + } + + const matched = { + Face: { + BoundingBox: celeb.Face.BoundingBox, + Pose: celeb.Face.Pose, + Quality: (celeb.Face || {}).Quality, + }, + // optional + Name: celeb.Name, + Confidence: celeb.MatchConfidence, + Gender: (celeb.KnownGender || {}).Type, + }; + matched.Face.CenterXY = _computeFaceCenterXY(matched); + + unrecognizedFaces.push(matched); + }); + + unrecognizedFaces = _filterDuplicated(unrecognizedFaces); + + (celebrities.UnrecognizedFaces || []) + .forEach((unrecognizedFace) => { + // filter out boundingbox confidence less than 95% + if (Math.round(unrecognizedFace.Confidence) < BBOX_MINCONFIDENCE) { + return; + } + + const matched = { + Face: { + BoundingBox: unrecognizedFace.BoundingBox, + Pose: unrecognizedFace.Pose, + Quality: unrecognizedFace.Quality, + }, + }; + matched.Face.CenterXY = _computeFaceCenterXY(matched); + + unrecognizedFaces.push(matched); + }); + + return unrecognizedFaces; + } + + getFaceMatchedFaces(faceMatches) { + const qualified = []; + + faceMatches + .forEach((matched) => { + if (matched.FaceMatches[0].Similarity > MIN_SIMILARITY) { + const face = matched.Person; + face.Face.CenterXY = _computeFaceCenterXY(face); + qualified.push(face); + } + }); + + return qualified; + } + + setCompleted() { + this.setMetrics(); + + const endTime = Date.now(); + this.autoFaceIndexerData.endTime = endTime; + + const stateData = this.celebIterator.setCompleted(); + stateData.data[Celeb].endTime = endTime; + + this.facematchIterator.setCompleted(); + stateData.data[FaceMatch] = + this.facematchIterator.stateData.data[FaceMatch]; + stateData.data[FaceMatch].endTime = endTime; + + return stateData; + } + + setProgress(pencentage) { + this.setMetrics(); + + const stateData = this.celebIterator.setProgress(pencentage); + + this.facematchIterator.setProgress(pencentage); + stateData.data[FaceMatch] = + this.facematchIterator.stateData.data[FaceMatch]; + + return stateData; + } + + async processWithFrameSegmentation() { + const instance = this.celebIterator; + const data = instance.stateData.data[Celeb]; + + const bucket = data.bucket; + const frameSegmentationJson = instance.stateData.data.framesegmentation.key; + const frameSegmentation = await CommonUtils.download(bucket, frameSegmentationJson) + .then((res) => + JSON.parse(res)); + + console.log( + '=== Using processWithFrameSegmentation: numFrames:', + frameSegmentation.length + ); + + const numFrames = frameSegmentation.length; + const prefix = PATH.parse(frameSegmentationJson).dir; + + const iterators = [ + [this.celebIterator, Celeb], + [this.facematchIterator, FaceMatch], + ]; + + const startTime = Date.now(); + iterators.forEach((x) => { + const [ + iterator, + subcategory, + ] = x; + const categoryData = iterator.stateData.data[subcategory]; + categoryData.startTime = categoryData.startTime || startTime; + }); + + let lambdaTimeout = false; + + const t0 = new Date(); + while (!lambdaTimeout && data.cursor < numFrames) { + const frame = frameSegmentation[data.cursor]; + await this.processFrame2( + bucket, + prefix, + frame + ); + + iterators.forEach((x) => { + const [ + iterator, + subcategory, + ] = x; + const categoryData = iterator.stateData.data[subcategory]; + categoryData.cursor += 1; + }); + + /* make sure we allocate enough time for the next iteration */ + lambdaTimeout = this.quitNow(); + } + + await Promise.all(iterators + .map((x) => { + const [ + iterator, + subcategory, + ] = x; + const outPrefix = iterator.makeRawDataPrefix(subcategory); + const dataset = iterator.dataset; + iterator.mapData = iterator.getUniqueNames(dataset); + + return iterator.updateOutputs( + bucket, + outPrefix + ); + })); + + const consumed = new Date() - t0; + const remained = this.getRemainingTime(); + console.log(`COMPLETED: frame #${data.cursor - 1} [Consumed/Remained: ${consumed / 1000}s / ${remained / 1000}s]`); + + if (data.cursor >= numFrames) { + return this.setCompleted(); + } + + let percentage = (data.cursor / numFrames) * 100; + percentage = Math.round(percentage); + + return this.setProgress(percentage); + } + + async processFrame2( + bucket, + prefix, + frame + ) { + console.log( + '==== PROCESSING ====', + frame.frameNo, + frame.timestamp + ); + + await this.celebIterator.processFrame2( + bucket, + prefix, + frame + ); + + const unrecognizedFaces = this.getUnrecognizedFaces( + this.celebIterator.originalResponse + ); + + // no face found, skip celeb and facematch + if (unrecognizedFaces.length === 0) { + return undefined; + } + + await this.facematchIterator.processFrame2( + bucket, + prefix, + frame, + unrecognizedFaces + ); + + const uuid = this.facematchIterator.stateData.uuid; + const collectionId = this.facematchIterator.faceCollectionId; + const frameImage = this.facematchIterator.cachedImage; + const recognizedFaces = this.getFaceMatchedFaces( + this.facematchIterator.recognizedFaces + ); + // const recognizedFaces = this.facematchIterator.recognizedFaces; + + let response; + + response = await this.cropAndBlitFaces( + frameImage, + unrecognizedFaces, + recognizedFaces + ); + + const parsed = PATH.parse(frame.name); + + // dump the frame image before occlusion + await _debugDumpFrame( + response.blitImage, + `${parsed.name}-before${parsed.ext}` + ); + + response = await this.filterOccludedFaces( + response.blitImage, + response.faceImages + ); + + const { + blitImage, + faceImages, + } = response; + + if (!blitImage || (faceImages || []).length === 0) { + return undefined; + } + + const bytes = await blitImage.getBufferAsync(Jimp.MIME_JPEG); + + // dump the frame image for debugging + await _debugDumpFrame( + blitImage, + `${parsed.name}-after${parsed.ext}` + ); + + const externalImageId = FaceIndexer.createExternalImageId( + uuid, + frame.timestamp + ); + + const indexed = await this.faceIndexer.indexFaces( + collectionId, + externalImageId, + bytes, + faceImages.length + 1 + ); + + if (((indexed || {}).FaceRecords || []).length === 0) { + return undefined; + } + + indexed.FaceRecords + .forEach((face) => { + face.Face.CenterXY = _computeFaceCenterXY(face); + }); + + let promises = []; + const facePrefix = PATH.join(AutoFaceIndexer, collectionId); + const facematchDataset = this.facematchIterator.dataset; + + // found the faces that were indexed successfully + // and register the faces + // store the full image as well + let fullImageKey; + + while (indexed.FaceRecords.length > 0) { + const indexedFace = indexed.FaceRecords.shift(); + const found = _findFace(indexedFace, faceImages); + + if (found) { + const faceId = indexedFace.Face.FaceId; + const userId = indexedFace.Face.UserId; + const image = found.image; + const name = found.name; + const confidence = Math.round(found.confidence || indexedFace.Face.Confidence); + + // adding Name and Confidence to the datapoint + if (name) { + indexedFace.Face.Name = name; + indexedFace.Face.Confidence = confidence; + } + + const key = await _storeFaceS3( + faceId, + bucket, + facePrefix, + image + ); + + if (fullImageKey === undefined) { + const fullImagePrefix = PATH.join(facePrefix, PREFIX_FULLIMAGE); + + fullImageKey = await _storeFullImageS3( + uuid, + bucket, + fullImagePrefix, + frame.timestamp, + frameImage + ); + } + + const fields = { + uuid, + collectionId, + externalImageId, + userId, + key, + fullImageKey, + name, + confidence, + }; + + // optional fields + if (indexedFace.FaceDetail !== undefined) { + if (indexedFace.FaceDetail.Gender !== undefined + && indexedFace.FaceDetail.Gender.Confidence >= 90) { + fields.gender = indexedFace.FaceDetail.Gender.Value; + } + if (indexedFace.FaceDetail.AgeRange !== undefined) { + fields.ageRange = [ + indexedFace.FaceDetail.AgeRange.Low, + indexedFace.FaceDetail.AgeRange.High, + ].join(','); + } + } + + promises.push(this.faceIndexer.registerFace(faceId, fields) + .then((res) => { + const datapoint = _createDatapoint(frame, indexedFace, found); + facematchDataset.push(datapoint); + return res; + })); + } + } + + promises = await Promise.all(promises); + + return promises; + } + + async cropAndBlitFaces( + frameImage, + unrecognizedFaces, + recognizedFaces + ) { + const facesToIndex = _filterFaces( + unrecognizedFaces, + recognizedFaces, + frameImage + ); + + if (facesToIndex.length === 0) { + return {}; + } + + return this.blitFaces( + frameImage, + facesToIndex + ); + } + + async blitFaces( + frameImage, + faces + ) { + const imgW = frameImage.bitmap.width; + const imgH = frameImage.bitmap.height; + + const combined = await new Promise((resolve, reject) => { + const _ = new Jimp(imgW, imgH, 0xffffffff, (e, img) => { + if (e) { + console.error(e); + reject(e); + } else { + resolve(img); + } + }); + }); + + const cropped = []; + + for (let i = 0; i < faces.length; i += 1) { + const face = faces[i]; + const box = face.Face.BoundingBox; + const name = face.Name; + const confidence = Math.round(face.Confidence || 0); + + // ensure coord not out of bound + let w = Math.round(imgW * box.Width); + let h = Math.round(imgH * box.Height); + w = (Math.min(Math.max(w, 0), imgW) >> 1) << 1; + h = (Math.min(Math.max(h, 0), imgH) >> 1) << 1; + + let l = Math.round(imgW * box.Left); + let t = Math.round(imgH * box.Top); + l = Math.min(Math.max(l, 0), imgW - w); + t = Math.min(Math.max(t, 0), imgH - h); + + // compute center point + const cx = box.Left + (box.Width / 2); + const cy = box.Top + (box.Height / 2); + + // crop face + const img = frameImage + .clone() + .crop(l, t, w, h); + + combined.blit(img, l, t); + cropped.push({ + image: img, + bbox: box, + name, + confidence, + xy: [cx, cy], + }); + + // ignore face that is blurry + if (FilterSettings.minLaplacianVariance > 0) { + const variance = await JimpHelper.computeLaplacianVariance(img); + + if (variance > FilterSettings.minLaplacianVariance) { + combined.blit(img, l, t); + cropped.push({ + image: img, + bbox: box, + name, + confidence, + xy: [cx, cy], + }); + } + } + } + + return { + blitImage: combined, + faceImages: cropped, + }; + } + + async detectOccludedFaces(bytes) { + const occluded = []; + + const command = new DetectFacesCommand({ + Image: { + Bytes: bytes, + }, + Attributes: [ + 'FACE_OCCLUDED', + ], + }); + + const response = await RunCommand(command) + .then((res) => { + this.autoFaceIndexerData.faceApiCount += 1; + return res; + }) + .catch((e) => { + console.warn( + 'WARN:', + 'BaseDetectFrameIterator.detectFn:', + `${command.constructor.name}:`, + e.$metadata.httpStatusCode, + e.name, + e.message, + JSON.stringify(command.input) + ); + return undefined; + }); + + ((response || {}).FaceDetails || []) + .forEach((face) => { + if ( + (face.FaceOccluded.Value === true) || + (face.FaceOccluded.Confidence < 85) + ) { + const matched = { + Face: face, + }; + matched.Face.CenterXY = _computeFaceCenterXY(matched); + occluded.push(matched); + } + }); + + return occluded; + } + + async filterOccludedFaces(blitImage, faceImages = []) { + if (!blitImage || faceImages.length === 0) { + return { + blitImage, + faceImages, + }; + } + + // one last check to detect occluded faces + const bytes = await blitImage.getBufferAsync(Jimp.MIME_JPEG); + const occludedFaces = await this.detectOccludedFaces(bytes); + + if (occludedFaces.length === 0) { + return { + blitImage, + faceImages, + }; + } + + const toBeRemoved = []; + occludedFaces.forEach((face) => { + const xy = face.Face.CenterXY; + + faceImages.forEach((face2, idx) => { + if (face2 && _inProximity(xy, face2.xy)) { + toBeRemoved.push(face2); + faceImages[idx] = undefined; + } + }); + }); + + const filtered = faceImages + .filter((x) => + x !== undefined); + + if (filtered.length === 0) { + return { + blitImage: undefined, + faceImages: [], + }; + } + + // now, we need to mask out the occluded faces + const imgW = blitImage.bitmap.width; + const imgH = blitImage.bitmap.height; + + for (let i = 0; i < toBeRemoved.length; i += 1) { + // mask the occluded faces + const image = toBeRemoved[i].image; + const bbox = toBeRemoved[i].bbox; + + image.scan(0, 0, image.bitmap.width, image.bitmap.height, (px, py, idx) => { + const rgba = image.bitmap.data; + rgba[idx + 0] = 255; + rgba[idx + 1] = 255; + rgba[idx + 2] = 255; + }); + + // compute the top left position to blit the white image + let l = Math.round(imgW * bbox.Left); + let t = Math.round(imgH * bbox.Top); + l = Math.min(Math.max(l, 0), imgW - image.bitmap.width); + t = Math.min(Math.max(t, 0), imgH - image.bitmap.height); + + blitImage.blit(image, l, t); + } + + return { + blitImage, + faceImages: filtered, + }; + } + + setMetrics() { + this.autoFaceIndexerData.facesIndexed += this.faceIndexer.facesIndexed; + this.autoFaceIndexerData.apiCount += this.faceIndexer.apiCount; + } +} + +function _setFilterSettings(userFilterSettings = {}) { + FilterSettings = { + ...FilterSettings, + userFilterSettings, + }; +} + +async function _storeFaceS3( + faceId, + bucket, + prefix, + image +) { + // scale to 64 pixels + const factor = 64 / image.bitmap.width; + let scaled = image.scale(factor); + scaled = await scaled.getBufferAsync(Jimp.MIME_JPEG); + + let name = faceId.replaceAll('-', ''); + name = `${name}.jpg`; + + await _debugDumpFrame( + scaled, + name + ); + + return CommonUtils.uploadFile( + bucket, + prefix, + name, + scaled + ).then(() => + PATH.join(prefix, name)); +} + +async function _storeFullImageS3( + uuid, + bucket, + prefix, + frameTimeStamp, + image +) { + // scale to 640 pixels + const factor = 640 / image.bitmap.width; + let scaled = image.scale(factor); + scaled = await scaled.getBufferAsync(Jimp.MIME_JPEG); + + let name = uuid.replaceAll('-', ''); + name = `${name}:${frameTimeStamp}.jpg`; + + await _debugDumpFrame( + scaled, + name + ); + + return CommonUtils.uploadFile( + bucket, + prefix, + name, + scaled + ).then(() => + PATH.join(prefix, name)); +} + +function _createDatapoint(frame, indexed, faceInFrameImage) { + // randomly create a unique integer + const index = FaceIndexer.faceIdToNumber(indexed.Face.FaceId); + + return { + Timestamp: frame.timestamp, + FrameNumber: frame.frameNo, + Person: { + Index: index, + Confidence: 100, + Face: { + BoundingBox: faceInFrameImage.bbox, + }, + }, + FaceMatches: [{ + Face: indexed.Face, + Similarity: 100, + }], + }; +} + +function _filterFaces( + unrecognizedFaces, + recognizedFaces, + frameImage +) { + const qualified = []; + + const imgW = frameImage.bitmap.width; + const imgH = frameImage.bitmap.height; + + const recognizedFaceCoords = recognizedFaces + .map((face) => + face.Face.CenterXY); + + unrecognizedFaces.forEach((face) => { + const { + Face: { + BoundingBox, + Pose, + Quality, + }, + } = face; + + // face too small, skip it + const w = Math.round(imgW * BoundingBox.Width); + const h = Math.round(imgH * BoundingBox.Height); + + if (w < FilterSettings.minFaceW || h < FilterSettings.minFaceH) { + return; + } + + // awkward pose, skip it + if (Pose !== undefined) { + if (Math.abs(Pose.Pitch) > FilterSettings.maxPitch) { + return; + } + if (Math.abs(Pose.Roll) > FilterSettings.maxRoll) { + return; + } + if (Math.abs(Pose.Yaw) > FilterSettings.maxYaw) { + return; + } + } + + // quality + if (Quality !== undefined) { + if (Math.abs(Quality.Brightness) < FilterSettings.minBrightness) { + return; + } + if (Math.abs(Quality.Sharpness) < FilterSettings.minSharpness) { + return; + } + } + + // already in collection, skip it + const idx = _findIndexByFaceCenterXY( + face.Face.CenterXY, + recognizedFaceCoords + ); + if (idx >= 0) { + return; + } + + qualified.push(face); + }); + + return qualified; +} + +function _filterDuplicated(faces) { + if (faces.length < 2) { + return faces; + } + + // remove duplicated faces based on bbox + const centerXYs = []; + const filtered = []; + + filtered.push(faces[0]); + centerXYs.push(faces[0].Face.CenterXY); + faces.shift(); + + while (faces.length) { + const face = faces.shift(); + + const idx = _findIndexByFaceCenterXY( + face.Face.CenterXY, + centerXYs + ); + + if (idx < 0) { + filtered.push(face); + centerXYs.push(face.Face.CenterXY); + } else if (face.Confidence > filtered[idx].Confidence) { + filtered[idx] = face; + centerXYs[idx] = face.Face.CenterXY; + } + } + + return filtered; +} + +function _computeFaceCenterXY(face) { + const { + Face: { + BoundingBox: box, + }, + } = face; + + const cx = box.Left + (box.Width / 2); + const cy = box.Top + (box.Height / 2); + + return [cx, cy]; +} + +function _findFace(target, facesInFrameImage) { + const xy = target.Face.CenterXY; + + const centerXYs = facesInFrameImage + .map((face) => + face.xy); + + const idx = _findIndexByFaceCenterXY(xy, centerXYs); + if (idx < 0) { + return undefined; + } + + return facesInFrameImage[idx]; +} + +function _inProximity(a, b) { + const [cx0, cy0] = a; + const [cx1, cy1] = b; + + // compute distances and return if distance < 1% + let distance = Math.sqrt( + ((cx0 - cx1) ** 2) + ((cy0 - cy1) ** 2) + ); + distance = Math.round(distance * 100); + return (distance <= 1); +} + +function _findIndexByFaceCenterXY(target, centerXYs) { + return centerXYs + .findIndex((xy) => + _inProximity(target, xy)); +} + +function _createDir(path) { + try { + FS.mkdirSync(path, { + recursive: true, + }); + } catch (e) { + // do nothing + } +} + +async function _debugDumpFrame(image, name) { + if (!DEBUG_ENABLED || !image) { + return undefined; + } + + const file = PATH.join(AutoFaceIndexer, name); + console.log(`=== [DEBUG]: SAVING ${file}`); + + if (image instanceof Buffer) { + return FS.writeFileSync(file, image); + } + + if (image instanceof Jimp) { + let cloned = image.clone(); + + const imgW = image.bitmap.width; + if (imgW > 640) { + cloned = cloned.scale((640 / imgW)); + } + + return cloned.writeAsync(file); + } + + return undefined; +} + +module.exports = AutoFaceIndexerIterator; diff --git a/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-celeb/index.js b/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-celeb/index.js index 1ecb8d8..a704f54 100644 --- a/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-celeb/index.js +++ b/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-celeb/index.js @@ -1,6 +1,9 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 +const { + RecognizeCelebritiesCommand, +} = require('@aws-sdk/client-rekognition'); const { AnalysisTypes, } = require('core-lib'); @@ -19,17 +22,29 @@ class DetectCelebIterator extends BaseDetectFrameIterator { } async detectFrame(bucket, key, frameNo, timestamp) { - const fn = this.rekog.recognizeCelebrities.bind(this.rekog); const params = this.makeParams(bucket, key, this.paramOptions); - return this.detectFn(fn, params) - .then(result => - this.parseCelebResult(result, frameNo, timestamp)); + const command = new RecognizeCelebritiesCommand(params); + + return this.detectFn(command) + .then((res) => + this.parseCelebResult(res, frameNo, timestamp)); } parseCelebResult(data, frameNo, timestamp) { - return (!data || !data.CelebrityFaces || !data.CelebrityFaces.length) - ? undefined - : data.CelebrityFaces.map(x => ({ + if (!data || !data.CelebrityFaces || !data.CelebrityFaces.length) { + return undefined; + } + + const minConfidence = this.minConfidence; + const filtered = data.CelebrityFaces + .filter((x) => + x.MatchConfidence >= minConfidence); + if (!filtered.length) { + return undefined; + } + + return filtered + .map((x) => ({ Timestamp: timestamp, FrameNumber: frameNo, Celebrity: { @@ -39,17 +54,12 @@ class DetectCelebIterator extends BaseDetectFrameIterator { })); } - mapUniqueNameToSequenceFile(mapData, data, seqFile) { - let keys = data.map(x => - (x.Celebrity || {}).Name).filter(x => x); - keys = [...new Set(keys)]; - while (keys.length) { - const key = keys.shift(); - const unique = new Set(mapData[key]); - unique.add(seqFile); - mapData[key] = [...unique]; - } - return mapData; + getUniqueNames(dataset) { + return [ + ...new Set(dataset + .map((x) => + x.Celebrity.Name)), + ]; } } diff --git a/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-face-match/index.js b/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-face-match/index.js index be060f0..19cb715 100644 --- a/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-face-match/index.js +++ b/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-face-match/index.js @@ -1,27 +1,56 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 +const { + SearchFacesByImageCommand, +} = require('@aws-sdk/client-rekognition'); const PATH = require('path'); -const CRYPTO = require('crypto'); -const CANVAS = require('canvas'); +const JIMP = require('jimp'); const { - AnalysisTypes, + AnalysisTypes: { + Rekognition: { + FaceMatch, + }, + }, CommonUtils, + FrameCaptureModeHelper, + FaceIndexer, } = require('core-lib'); const BaseDetectFrameIterator = require('../shared/baseDetectFrameIterator'); -const SUBCATEGORY = AnalysisTypes.Rekognition.FaceMatch; +/** + * WORKAROUND: JIMP 0.16.1 (0.9.6 doesn't have the issue.) + * jpeg-js decoder throws an error when maxMemoryUsageInMB > 512 + * Reference: https://github.com/oliver-moran/jimp/issues/915 + */ +const JpegDecoder = JIMP.decoders['image/jpeg']; +JIMP.decoders['image/jpeg'] = (data) => + JpegDecoder(data, { + maxResolutionInMP: 200, + maxMemoryUsageInMB: 2048, + }); + const NAMED_KEY = 'Persons'; const FACEMATCH_QUALITY = 'LOW'; -const FACEMATCH_MIN_WIDTH = 50; -const FACEMATCH_MIN_HEIGHT = 50; +const FACEMATCH_MIN_WIDTH = 60; +const FACEMATCH_MIN_HEIGHT = 60; +const MAX_PITCH = 50; +const MAX_ROLL = 50; +const MAX_YAW = 50; +const MAX_FACES_PER_IMAGE = 5; class DetectFaceMatchIterator extends BaseDetectFrameIterator { constructor(stateData) { - super(stateData, SUBCATEGORY, NAMED_KEY); - const data = stateData.data[SUBCATEGORY]; + super(stateData, FaceMatch, NAMED_KEY); + const data = stateData.data[FaceMatch]; + + this.$faceCollectionId = data.faceCollectionId; + this.$recognizedFaces = []; + this.$cachedImage = undefined; + this.$faceIndexer = new FaceIndexer(); + this.$paramOptions = { - CollectionId: data.faceCollectionId, + CollectionId: this.faceCollectionId, FaceMatchThreshold: data.minConfidence, QualityFilter: FACEMATCH_QUALITY, MaxFaces: 1, @@ -32,137 +61,399 @@ class DetectFaceMatchIterator extends BaseDetectFrameIterator { return 'DetectFaceMatchIterator'; } + get faceCollectionId() { + return this.$faceCollectionId; + } + + get recognizedFaces() { + return this.$recognizedFaces; + } + + set recognizedFaces(val) { + this.$recognizedFaces = val; + } + + get cachedImage() { + return this.$cachedImage; + } + + set cachedImage(val) { + this.$cachedImage = val; + } + + get faceIndexer() { + return this.$faceIndexer; + } + async detectFrame(bucket, key, frameNo, timestamp, options, boundingbox) { - const fn = this.rekog.searchFacesByImage.bind(this.rekog); const params = this.makeParams(bucket, key, { ...this.paramOptions, ...options, }); - return this.detectFn(fn, params) - .then(result => - this.parseFaceMatchResult(result, frameNo, timestamp, boundingbox)); + + const command = new SearchFacesByImageCommand(params); + + let response = await this.detectFn(command) + .then((res) => + this.amendSearchFacesByImageResponse( + res, + frameNo, + timestamp, + boundingbox + )); + + response = await response; + + return response; } parseFaceMatchResult(data, frameNo, timestamp, boundingbox) { - const id = ((((data || {}).FaceMatches || [])[0] || {}).Face || {}).ExternalImageId; - return (!id) - ? undefined - : [ - { - Timestamp: timestamp, - FrameNumber: frameNo, - Person: { - /* use ExternalImageId to generate an unique integer */ - Index: CRYPTO.createHash('sha256').update(id).digest() - .reduce((a0, c0) => a0 + c0, 0), + if (!data + || !data.SearchedFaceConfidence + || !data.FaceMatches + || !data.FaceMatches.length) { + return undefined; + } + + if (!this.modelMetadata) { + this.modelMetadata = { + FaceModelVersion: data.FaceModelVersion, + }; + } + + const minConfidence = this.minConfidence; + const bestMatched = data.FaceMatches + .sort((a, b) => + b.Similarity - a.Similarity) + .shift(); + if (!bestMatched + || bestMatched.Similarity < minConfidence + || !(bestMatched.Face || {}).ExternalImageId) { + return undefined; + } + + const index = FaceIndexer.faceIdToNumber(bestMatched.Face.FaceId); + bestMatched.Similarity = Number(bestMatched.Similarity.toFixed(2)); + + const matchedFaces = [ + { + Timestamp: timestamp, + FrameNumber: frameNo, + Person: { + Index: index, + Confidence: Number(data.SearchedFaceConfidence.toFixed(2)), + Face: { BoundingBox: boundingbox || data.SearchedFaceBoundingBox, - Confidence: data.SearchedFaceConfidence, }, - FaceMatches: data.FaceMatches, }, - ]; - } - - mapUniqueNameToSequenceFile(mapData, data, seqFile) { - let keys = data.reduce((a0, c0) => - a0.concat((c0.FaceMatches || []).map(x0 => - (x0.Face || {}).ExternalImageId).filter(x => x)), []); - keys = [...new Set(keys)]; - while (keys.length) { - const key = keys.shift(); - const unique = new Set(mapData[key]); - unique.add(seqFile); - mapData[key] = [...unique]; - } - return mapData; + FaceMatches: [bestMatched], + }, + ]; + + this.recognizedFaces = this.recognizedFaces.concat(matchedFaces); + + return matchedFaces; + } + + getUniqueNames(dataset) { + return [ + ...new Set(dataset + .map((x) => { + const face = x.FaceMatches[0].Face; + const faceId = face.FaceId; + + let name = face.Name; + if (!name) { + name = FaceIndexer.resolveExternalImageId( + face.ExternalImageId, + faceId + ); + } + return name; + })), + ]; } - async processFrame(idx, faces) { - if (!faces) { - return super.processFrame(idx); + async processFrame( + bucket, + prefix, + idx, + faces + ) { + this.recognizedFaces = []; + this.cachedImage = undefined; + + if (!faces || faces.length === 0) { + return super.processFrame( + bucket, + prefix, + idx + ); } + const data = this.stateData.data[this.subCategory]; const frameCapture = data.frameCapture; const [ frameNo, timestamp, - ] = BaseDetectFrameIterator.computeFrameNumAndTimestamp( + ] = FrameCaptureModeHelper.computeFrameNumAndTimestamp( idx, data.framerate, - frameCapture.numerator, - frameCapture.denominator + frameCapture ); + const name = BaseDetectFrameIterator.makeFrameCaptureFileName(idx); + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal const key = PATH.join(frameCapture.prefix, name); - const dataset = await this.matchFaces(data.bucket, key, frameNo, timestamp, faces); + + const dataset = await this.matchFaces( + data.bucket, + key, + frameNo, + timestamp, + faces + ); + if (dataset) { - this.dataset.splice(this.dataset.length, 0, ...dataset); + this.dataset = this.dataset.concat(dataset); } + return dataset; } - async matchFaces(bucket, key, frameNo, timestamp, faces) { - /* #1: if faces is empty, match the largest face in a frame */ - if (!faces || !faces.length) { - return this.detectFrame(bucket, key, frameNo, timestamp); - } - /* #2: match all faces in a frame if image is loaded */ + async matchFaces( + bucket, + key, + frameNo, + timestamp, + faces + ) { + // if fail to load image, fall back to default api call const image = await this.loadImage(bucket, key); if (!image) { - return this.detectFrame(bucket, key, frameNo, timestamp); - } - const facematches = await Promise.all(faces.map(x => - this.cropAndMatchFace(image, x.Face.BoundingBox, frameNo, timestamp))); - return facematches - .filter(x => x) - .reduce((a0, c0) => a0.concat(c0), []); - } - - async cropAndMatchFace(image, box, frameNo, timestamp) { - /* ensure coord is not out of bound */ - let w = Math.round(image.width * box.Width); - let h = Math.round(image.height * box.Height); - w = (Math.min(Math.max(w, 0), image.width) >> 1) << 1; - h = (Math.min(Math.max(h, 0), image.height) >> 1) << 1; - /* ensure face is large enough */ - if (w < FACEMATCH_MIN_WIDTH || h < FACEMATCH_MIN_HEIGHT) { - return undefined; + return this.detectFrame( + bucket, + key, + frameNo, + timestamp + ); } - let l = Math.round(image.width * box.Left); - let t = Math.round(image.height * box.Top); - l = Math.min(Math.max(l, 0), image.width - w); - t = Math.min(Math.max(t, 0), image.height - h); - /* crop face */ - const canvas = CANVAS.createCanvas(w, h); - const context = canvas.getContext('2d'); - context.drawImage(image, l, t, w, h, 0, 0, w, h); - const cropped = canvas.toBuffer('image/jpeg', { - quality: 1.0, + + // cache the image for other process to use + this.cachedImage = image; + + // crop faces from image and recursively runs search face apis + const imgW = image.bitmap.width; + const imgH = image.bitmap.height; + + let filtered = []; + faces.forEach((face, idx) => { + const w = Math.round(imgW * face.Face.BoundingBox.Width); + const h = Math.round(imgH * face.Face.BoundingBox.Height); + if (w < FACEMATCH_MIN_WIDTH || h < FACEMATCH_MIN_HEIGHT) { + return; + } + + // if pose is defined, check the Yaw, Pitch, Roll + const pose = face.Face.Pose; + if (Math.abs(pose.Pitch) > MAX_PITCH) { + return; + } + if (Math.abs(pose.Roll) > MAX_ROLL) { + return; + } + if (Math.abs(pose.Yaw) > MAX_YAW) { + return; + } + + filtered.push(face); }); + + if (filtered.length > MAX_FACES_PER_IMAGE) { + filtered = filtered + .sort((a, b) => + (b.Face.BoundingBox.Width * b.Face.BoundingBox.Height) - + (a.Face.BoundingBox.Width * a.Face.BoundingBox.Height)) + .slice(0, MAX_FACES_PER_IMAGE); + } + + const facematches = await Promise.all(filtered + .map((face) => + this.cropAndMatchFace( + image, + face.Face.BoundingBox, + frameNo, + timestamp + ))); + + return facematches + .filter((x) => + x) + .reduce((a0, c0) => + a0.concat(c0), []); + } + + async cropAndMatchFace( + image, + box, + frameNo, + timestamp + ) { + const imgW = image.bitmap.width; + const imgH = image.bitmap.height; + + // ensure coord not out of bound + let w = Math.round(imgW * box.Width); + let h = Math.round(imgH * box.Height); + w = (Math.min(Math.max(w, 0), imgW) >> 1) << 1; + h = (Math.min(Math.max(h, 0), imgH) >> 1) << 1; + + let l = Math.round(imgW * box.Left); + let t = Math.round(imgH * box.Top); + l = Math.min(Math.max(l, 0), imgW - w); + t = Math.min(Math.max(t, 0), imgH - h); + + // crop face + let cropped = image + .clone() + .crop(l, t, w, h); + cropped = await cropped.getBufferAsync(JIMP.MIME_JPEG); + const params = { Image: { Bytes: cropped, }, }; - return this.detectFrame(undefined, undefined, frameNo, timestamp, params, box); + + return this.detectFrame( + undefined, + undefined, + frameNo, + timestamp, + params, + box + ); } async loadImage(bucket, key) { - const buf = await CommonUtils.download(bucket, key, false) - .then(data => data.Body) - .catch(e => console.error(e)); - if (!buf) { - return undefined; - } - return new Promise((resolve) => { - const img = new CANVAS.Image(); - img.onload = () => + const signed = await CommonUtils.getSignedUrl({ + Bucket: bucket, + Key: key, + }); + + return new Promise((resolve, reject) => { + JIMP.read(signed, (e, img) => { + if (e) { + console.error(e); + reject(e); + return; + } resolve(img); - img.onerror = e => - resolve(console.error(e)); - img.src = buf; + }); }); } + + async processFrame2( + bucket, + prefix, + frame, + faces + ) { + this.recognizedFaces = []; + this.cachedImage = undefined; + + if (faces === undefined) { + return super.processFrame2( + bucket, + prefix, + frame + ); + } + + if (faces.length === 0) { + return undefined; + } + + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const key = PATH.join(prefix, frame.name); + + const dataset = await this.matchFaces( + bucket, + key, + frame.frameNo, + frame.timestamp, + faces + ); + + if (dataset) { + this.dataset = this.dataset.concat(dataset); + } + return dataset; + } + + async amendSearchFacesByImageResponse( + data, + frameNo, + timestamp, + boundingbox + ) { + if (!data + || !data.SearchedFaceConfidence + || !data.FaceMatches + || !data.FaceMatches.length + ) { + return undefined; + } + + // lookup faceId <-> celeb + const facesToGet = []; + + data.FaceMatches + .forEach((x) => { + const face = x.Face; + const found = this.faceIndexer.lookup(face.FaceId); + if (found === undefined) { + facesToGet.push(face); + } else if (found && found.celeb) { + face.Name = found.celeb; + } + }); + + if (facesToGet.length > 0) { + const faceIds = facesToGet + .map((x) => + x.FaceId); + + await this.faceIndexer.batchGet(faceIds) + .then((res) => { + // try look up again! + if (res.length > 0) { + facesToGet.forEach((face) => { + const found = this.faceIndexer.lookup(face.FaceId); + if (found && found.celeb) { + face.Name = found.celeb; + } else { + // do not return external image id if it can't resolve the name! + face.Name = FaceIndexer.resolveExternalImageId( + face.ExternalImageId, + false + ); + } + }); + } + return res; + }); + } + + return this.parseFaceMatchResult( + data, + frameNo, + timestamp, + boundingbox + ); + } } module.exports = DetectFaceMatchIterator; diff --git a/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-face/index.js b/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-face/index.js index b67f7a6..eacfc81 100644 --- a/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-face/index.js +++ b/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-face/index.js @@ -1,6 +1,9 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 +const { + DetectFacesCommand, +} = require('@aws-sdk/client-rekognition'); const { AnalysisTypes, } = require('core-lib'); @@ -24,34 +27,43 @@ class DetectFaceIterator extends BaseDetectFrameIterator { } async detectFrame(bucket, key, frameNo, timestamp) { - const fn = this.rekog.detectFaces.bind(this.rekog); const params = this.makeParams(bucket, key, this.paramOptions); - return this.detectFn(fn, params) - .then(result => - this.parseFaceResult(result, frameNo, timestamp)); + const command = new DetectFacesCommand(params); + + return this.detectFn(command) + .then((res) => + this.parseFaceResult(res, frameNo, timestamp)); } parseFaceResult(data, frameNo, timestamp) { - return (!data || !data.FaceDetails || !data.FaceDetails.length) - ? undefined - : data.FaceDetails.map(x => ({ + if (!data || !data.FaceDetails || !data.FaceDetails.length) { + return undefined; + } + + const minConfidence = this.minConfidence; + const filtered = data.FaceDetails + .filter((x) => + x.Gender + && x.Gender.Value + && x.Confidence >= minConfidence); + if (!filtered.length) { + return undefined; + } + + return filtered + .map((x) => ({ Timestamp: timestamp, FrameNumber: frameNo, Face: x, })); } - mapUniqueNameToSequenceFile(mapData, data, seqFile) { - let keys = data.map(x => - ((x.Face || {}).Gender || {}).Value).filter(x => x); - keys = [...new Set(keys)]; - while (keys.length) { - const key = keys.shift(); - const unique = new Set(mapData[key]); - unique.add(seqFile); - mapData[key] = [...unique]; - } - return mapData; + getUniqueNames(dataset) { + return [ + ...new Set(dataset + .map((x) => + x.Face.Gender.Value)), + ]; } } diff --git a/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-identity-combo/index.js b/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-identity-combo/index.js index 09fae39..41fac83 100644 --- a/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-identity-combo/index.js +++ b/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-identity-combo/index.js @@ -1,8 +1,10 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 +const PATH = require('path'); const { AnalysisTypes, + CommonUtils, } = require('core-lib'); const DetectFaceIterator = require('../detect-face'); const DetectCelebIterator = require('../detect-celeb'); @@ -16,15 +18,28 @@ const MAX_FACEMATCH_PER_IMAGE = 5; class DetectIdentityComboIterator { constructor(stateData) { const data = stateData.data; + if (!data[SUBCATEGORY_FACE]) { throw new AnalysisTypes(`${SUBCATEGORY_FACE} must be specified`); } - this.$faceDetection = new DetectFaceIterator(stateData); + + this.$detections = [{ + instance: new DetectFaceIterator(stateData), + subCategory: SUBCATEGORY_FACE, + }]; + if (data[SUBCATEGORY_CELEB]) { - this.$celebDetection = new DetectCelebIterator(stateData); + this.$detections.push({ + instance: new DetectCelebIterator(stateData), + subCategory: SUBCATEGORY_CELEB, + }); } + if (data[SUBCATEGORY_FACEMATCH]) { - this.$facematchDetection = new DetectFaceMatchIterator(stateData); + this.$detections.push({ + instance: new DetectFaceMatchIterator(stateData), + subCategory: SUBCATEGORY_FACEMATCH, + }); } } @@ -32,130 +47,297 @@ class DetectIdentityComboIterator { return 'DetectIdentityComboIterator'; } + get detections() { + return this.$detections; + } + get faceDetection() { - return this.$faceDetection; + return (this.detections + .find((x) => + x.subCategory === SUBCATEGORY_FACE) || {}) + .instance; } get celebDetection() { - return this.$celebDetection; + return (this.detections + .find((x) => + x.subCategory === SUBCATEGORY_CELEB) || {}) + .instance; } get facematchDetection() { - return this.$facematchDetection; + return (this.detections + .find((x) => + x.subCategory === SUBCATEGORY_FACEMATCH) || {}) + .instance; } async process() { - const data = this.faceDetection.stateData.data[SUBCATEGORY_FACE]; + const instance = this.detections[0].instance; + if (instance.stateData.data.framesegmentation) { + return this.processWithFrameSegmentation(); + } + + const subCategory = this.detections[0].subCategory; + const data = instance.stateData.data[subCategory]; + + const bucket = data.bucket; + const prefix = data.frameCapture.prefix; const numFrames = data.frameCapture.numFrames; - const detections = [ - { - instance: this.faceDetection, - subCategory: SUBCATEGORY_FACE, - }, - { - instance: this.celebDetection, - subCategory: SUBCATEGORY_CELEB, - }, - { - instance: this.facematchDetection, - subCategory: SUBCATEGORY_FACEMATCH, - }, - ]; + const startTime = Date.now(); - detections.map((x) => { - if (!x.instance) { - return undefined; - } + this.detections.forEach((x) => { const subcategory = x.instance.stateData.data[x.subCategory]; subcategory.startTime = subcategory.startTime || startTime; - return startTime; }); - while (data.cursor < numFrames) { - const t0 = new Date(); - await this.processFrame(data.cursor); - await Promise.all(detections.map(x => - x.instance && x.instance.flushDataset())); - detections.map(x => - x.instance && x.instance.stateData.data[x.subCategory].cursor++); + + let lambdaTimeout = false; + + const t0 = new Date(); + while (!lambdaTimeout && data.cursor < numFrames) { + await this.processFrame( + bucket, + prefix, + data.cursor + ); + + this.detections.forEach((x) => { + const subcategory = x.instance.stateData.data[x.subCategory]; + subcategory.cursor += 1; + }); + /* make sure we allocate enough time for the next iteration */ - const remained = this.getRemainingTime(); - const consumed = new Date() - t0; - console.log(`COMPLETED: frame #${data.cursor - 1} [Consumed/Remained: ${consumed / 1000}s / ${remained / 1000}s]`); - if (this.quitNow() || (remained - (consumed * 1.2) <= 0)) { - break; - } - } - await Promise.all(detections.map(x => - x.instance && x.instance.flushDataset(true))); + lambdaTimeout = this.quitNow(); + } + + await Promise.all(this.detections + .map((x) => { + const xInstance = x.instance; + const outPrefix = xInstance.makeRawDataPrefix(x.subCategory); + const dataset = xInstance.dataset; + xInstance.mapData = xInstance.getUniqueNames(dataset); + + return xInstance.updateOutputs( + bucket, + outPrefix + ); + })); + + const consumed = new Date() - t0; + const remained = this.getRemainingTime(); + console.log(`COMPLETED: frame #${data.cursor - 1} [Consumed/Remained: ${consumed / 1000}s / ${remained / 1000}s]`); + return (data.cursor >= numFrames) ? this.setCompleted() : this.setProgress(Math.round((data.cursor / numFrames) * 100)); } getRemainingTime() { - return this.faceDetection.stateData.getRemainingTime(); + const instance = this.detections[0].instance; + return instance.stateData.getRemainingTime(); } quitNow() { - return this.faceDetection.stateData.quitNow(); + const instance = this.detections[0].instance; + return instance.stateData.quitNow(); } - getFaces(faces) { - return (faces || []).sort((a, b) => { - const a0 = a.Face.BoundingBox; - const b0 = b.Face.BoundingBox; - return (b0.Width * b0.Height) - (a0.Width * a0.Height); - }).slice(0, MAX_FACEMATCH_PER_IMAGE); - } + async processFrame( + bucket, + prefix, + idx + ) { + const dataset = await this.faceDetection.processFrame( + bucket, + prefix, + idx + ); - async processFrame(idx) { - const dataset = await this.faceDetection.processFrame(idx); const faces = this.getFaces(dataset); /* no face found, skip celeb and facematch */ - if (!faces.length) { + if (!faces || !faces.length) { return undefined; } + const promises = []; if (this.celebDetection) { - promises.push(this.celebDetection.processFrame(idx)); + promises.push(this.celebDetection.processFrame( + bucket, + prefix, + idx + )); } if (this.facematchDetection) { - promises.push(this.facematchDetection.processFrame(idx, faces)); + promises.push(this.facematchDetection.processFrame( + bucket, + prefix, + idx, + faces + )); } + return Promise.all(promises); } + getFaces(faces) { + return (faces || []) + .sort((a, b) => { + const a0 = a.Face.BoundingBox; + const b0 = b.Face.BoundingBox; + return (b0.Width * b0.Height) - (a0.Width * a0.Height); + }) + .slice(0, MAX_FACEMATCH_PER_IMAGE); + } + setCompleted() { const endTime = Date.now(); - this.faceDetection.stateData.setCompleted(); - const stateData = this.faceDetection.stateData.toJSON(); + + const stateData = this.faceDetection.setCompleted(); stateData.data[SUBCATEGORY_FACE].endTime = endTime; + if (this.celebDetection) { + this.celebDetection.setCompleted(); stateData.data[SUBCATEGORY_CELEB] = this.celebDetection.stateData.data[SUBCATEGORY_CELEB]; stateData.data[SUBCATEGORY_CELEB].endTime = endTime; } + if (this.facematchDetection) { + this.facematchDetection.setCompleted(); stateData.data[SUBCATEGORY_FACEMATCH] = this.facematchDetection.stateData.data[SUBCATEGORY_FACEMATCH]; stateData.data[SUBCATEGORY_FACEMATCH].endTime = endTime; } + return stateData; } setProgress(pencentage) { - this.faceDetection.stateData.setProgress(pencentage); - const stateData = this.faceDetection.stateData.toJSON(); + const stateData = this.faceDetection.setProgress(pencentage); + if (this.celebDetection) { + this.celebDetection.setProgress(pencentage); stateData.data[SUBCATEGORY_CELEB] = this.celebDetection.stateData.data[SUBCATEGORY_CELEB]; } + if (this.facematchDetection) { + this.facematchDetection.setProgress(pencentage); stateData.data[SUBCATEGORY_FACEMATCH] = this.facematchDetection.stateData.data[SUBCATEGORY_FACEMATCH]; } + return stateData; } + + async processWithFrameSegmentation() { + const instance = this.detections[0].instance; + const subCategory = this.detections[0].subCategory; + const data = instance.stateData.data[subCategory]; + + const bucket = data.bucket; + const frameSegmentationJson = instance.stateData.data.framesegmentation.key; + const frameSegmentation = await CommonUtils.download(bucket, frameSegmentationJson) + .then((res) => + JSON.parse(res)); + + console.log( + '=== Using processWithFrameSegmentation: numFrames:', + frameSegmentation.length + ); + + const numFrames = frameSegmentation.length; + const prefix = PATH.parse(frameSegmentationJson).dir; + + const startTime = Date.now(); + this.detections.forEach((x) => { + const subcategory = x.instance.stateData.data[x.subCategory]; + subcategory.startTime = subcategory.startTime || startTime; + }); + + let lambdaTimeout = false; + + const t0 = new Date(); + while (!lambdaTimeout && data.cursor < numFrames) { + const frame = frameSegmentation[data.cursor]; + await this.processFrame2( + bucket, + prefix, + frame + ); + + this.detections.forEach((x) => { + const subcategory = x.instance.stateData.data[x.subCategory]; + subcategory.cursor += 1; + }); + + /* make sure we allocate enough time for the next iteration */ + lambdaTimeout = this.quitNow(); + } + + await Promise.all(this.detections + .map((x) => { + const xInstance = x.instance; + const outPrefix = xInstance.makeRawDataPrefix(x.subCategory); + const dataset = xInstance.dataset; + xInstance.mapData = xInstance.getUniqueNames(dataset); + + return xInstance.updateOutputs( + bucket, + outPrefix + ); + })); + + const consumed = new Date() - t0; + const remained = this.getRemainingTime(); + console.log(`COMPLETED: frame #${data.cursor - 1} [Consumed/Remained: ${consumed / 1000}s / ${remained / 1000}s]`); + + if (data.cursor >= numFrames) { + return this.setCompleted(); + } + + let percentage = (data.cursor / numFrames) * 100; + percentage = Math.round(percentage); + + return this.setProgress(percentage); + } + + async processFrame2( + bucket, + prefix, + frame + ) { + const dataset = await this.faceDetection.processFrame2( + bucket, + prefix, + frame + ); + + const faces = this.getFaces(dataset); + /* no face found, skip celeb and facematch */ + if (!faces || !faces.length) { + return undefined; + } + + const promises = []; + if (this.celebDetection) { + promises.push(this.celebDetection.processFrame2( + bucket, + prefix, + frame + )); + } + if (this.facematchDetection) { + promises.push(this.facematchDetection.processFrame2( + bucket, + prefix, + frame, + faces + )); + } + + return Promise.all(promises); + } } module.exports = DetectIdentityComboIterator; diff --git a/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-label/index.js b/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-label/index.js index 2406568..494ae9c 100644 --- a/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-label/index.js +++ b/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-label/index.js @@ -1,55 +1,216 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 +const PATH = require('node:path'); const { + DetectLabelsCommand, +} = require('@aws-sdk/client-rekognition'); +const { + CommonUtils, AnalysisTypes, + WhitelistLabels, } = require('core-lib'); const BaseDetectFrameIterator = require('../shared/baseDetectFrameIterator'); const SUBCATEGORY = AnalysisTypes.Rekognition.Label; +const FEATURE_IMAGEPROP = AnalysisTypes.Rekognition.ImageProperty; const NAMED_KEY = 'Labels'; +const IMAGEPROP_FILENAME = 'imageprop.json'; +const SKIP_FRAME_ANALYSIS = [ + 'ColorBars', + 'BlackFrames', + // 'StudioLogo', + // 'Slate', + // 'EndCredits', + // 'OpeningCredits', + // 'Content', + // 'undefined', +]; class DetectLabelIterator extends BaseDetectFrameIterator { constructor(stateData) { super(stateData, SUBCATEGORY, NAMED_KEY); this.$paramOptions = { MinConfidence: stateData.data[SUBCATEGORY].minConfidence, + Features: [ + 'GENERAL_LABELS', + ], + /* + Settings: { + GeneralLabels: { + LabelInclusionFilters: labelIncludsionFilters, + }, + }, + */ }; + if (stateData.data[SUBCATEGORY][FEATURE_IMAGEPROP]) { + this.$paramOptions.Features.push('IMAGE_PROPERTIES'); + this.$paramOptions.Settings = { + ...this.$paramOptions.Settings, + ImageProperties: { + MaxDominantColors: 4, + }, + }; + } + + this.$imagePropEnabled = stateData.data[SUBCATEGORY][FEATURE_IMAGEPROP]; + this.$imageProperties = []; } get [Symbol.toStringTag]() { return 'DetectLabelIterator'; } + get imageProperties() { + return this.$imageProperties; + } + + set imageProperties(val) { + this.$imageProperties = val; + } + + get imagePropEnabled() { + return this.$imagePropEnabled; + } + async detectFrame(bucket, key, frameNo, timestamp) { - const fn = this.rekog.detectLabels.bind(this.rekog); const params = this.makeParams(bucket, key, this.paramOptions); - return this.detectFn(fn, params) - .then(result => - this.parseLabelResult(result, frameNo, timestamp)); + const command = new DetectLabelsCommand(params); + + return this.detectFn(command) + .then((res) => + this.parseLabelResult( + res, + frameNo, + timestamp + )); } - parseLabelResult(data, frameNo, timestamp) { - return (!data || !data.Labels || !data.Labels.length) - ? undefined - : data.Labels.map(x => ({ + parseLabelResult( + data, + frameNo, + timestamp + ) { + if (this.imagePropEnabled) { + const imageprop = this.parseImageProperties( + data, + frameNo, + timestamp + ); + this.imageProperties.push(imageprop); + } + + if (!data || !data.Labels || !data.Labels.length) { + return undefined; + } + + if (!this.modelMetadata) { + this.modelMetadata = { + LabelModelVersion: data.LabelModelVersion, + }; + } + + const minConfidence = this.minConfidence; + const filtered = data.Labels + .filter((x) => + x.Confidence >= minConfidence); + /* Uncomment it to whitelist labels + .filter((x) => + WhitelistLabels[x.Name] !== undefined) + */ + + return filtered + .map(x => ({ Timestamp: timestamp, FrameNumber: frameNo, Label: x, })); } - mapUniqueNameToSequenceFile(mapData, data, seqFile) { - let keys = data.map(x => - (x.Label || {}).Name).filter(x => x); - keys = [...new Set(keys)]; - while (keys.length) { - const key = keys.shift(); - const unique = new Set(mapData[key]); - unique.add(seqFile); - mapData[key] = [...unique]; + getUniqueNames(dataset) { + return [ + ...new Set(dataset + .map((x) => + x.Label.Name)), + ]; + } + + parseImageProperties( + data, + frameNo, + timestamp + ) { + /* reduce the payload size */ + const imageprop = data.ImageProperties; + [ + imageprop, + imageprop.Foreground || {}, + imageprop.Background || {}, + ].forEach((item) => { + Object.keys(item.Quality || {}) + .forEach((x) => { + item.Quality[x] = Number(item.Quality[x].toFixed(2)); + }); + (item.DominantColors || []) + .forEach((x) => { + x.PixelPercent = Number(x.PixelPercent.toFixed(2)); + }); + }); + + return { + Timestamp: timestamp, + FrameNumber: frameNo, + ImageProperty: imageprop, + }; + } + + async updateOutputs(bucket, prefix) { + if (this.imagePropEnabled) { + await this.updateImagePropFile( + bucket, + prefix, + IMAGEPROP_FILENAME, + this.imageProperties + ); } - return mapData; + return super.updateOutputs(bucket, prefix); + } + + async updateImagePropFile( + bucket, + prefix, + name, + dataset + ) { + /* download and merge dataset */ + const key = PATH.join(prefix, name); + let merged = await CommonUtils.download( + bucket, + key + ).then((x) => + JSON.parse(x)) + .catch(() => ({ + ImageProperties: [], + })); + + merged = { + ...this.modelMetadata, + ImageProperties: merged.ImageProperties + .concat(dataset), + }; + + return CommonUtils.uploadFile( + bucket, + prefix, + name, + merged + ).catch((e) => + console.error(e)); + } + + skipFrame(frame) { + return SKIP_FRAME_ANALYSIS + .includes((frame || {}).technicalCueType); } } diff --git a/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-moderation/index.js b/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-moderation/index.js index 483efc7..91c45aa 100644 --- a/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-moderation/index.js +++ b/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-moderation/index.js @@ -1,6 +1,9 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 +const { + DetectModerationLabelsCommand, +} = require('@aws-sdk/client-rekognition'); const { AnalysisTypes, } = require('core-lib'); @@ -22,34 +25,50 @@ class DetectModerationIterator extends BaseDetectFrameIterator { } async detectFrame(bucket, key, frameNo, timestamp) { - const fn = this.rekog.detectModerationLabels.bind(this.rekog); const params = this.makeParams(bucket, key, this.paramOptions); - return this.detectFn(fn, params) - .then(result => - this.parseModerationResult(result, frameNo, timestamp)); + const command = new DetectModerationLabelsCommand(params); + + return this.detectFn(command) + .then((res) => + this.parseModerationResult(res, frameNo, timestamp)); } parseModerationResult(data, frameNo, timestamp) { - return (!data || !data.ModerationLabels || !data.ModerationLabels.length) - ? undefined - : data.ModerationLabels.map(x => ({ + if (!data || !data.ModerationLabels || !data.ModerationLabels.length) { + return undefined; + } + + if (!this.modelMetadata) { + this.modelMetadata = { + ModerationModelVersion: data.ModerationModelVersion, + }; + } + + const minConfidence = this.minConfidence; + const filtered = data.ModerationLabels + .filter((x) => + x.Confidence >= minConfidence); + + return filtered + .map(x => ({ Timestamp: timestamp, FrameNumber: frameNo, ModerationLabel: x, })); } - mapUniqueNameToSequenceFile(mapData, data, seqFile) { - let keys = data.map(x => - (x.ModerationLabel || {}).ParentName).filter(x => x); - keys = [...new Set(keys)]; - while (keys.length) { - const key = keys.shift(); - const unique = new Set(mapData[key]); - unique.add(seqFile); - mapData[key] = [...unique]; - } - return mapData; + getUniqueNames(dataset) { + const unique = dataset + .map((x) => ([ + x.ModerationLabel.ParentName, + x.ModerationLabel.Name, + ])) + .flat(1) + .filter((x) => + x); + return [ + ...new Set(unique), + ]; } } diff --git a/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-text/index.js b/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-text/index.js index aada146..29bb278 100644 --- a/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-text/index.js +++ b/source/main/analysis/video/states/detect-frame-iterator/iterators/detect-text/index.js @@ -1,6 +1,9 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 +const { + DetectTextCommand, +} = require('@aws-sdk/client-rekognition'); const { AnalysisTypes, } = require('core-lib'); @@ -9,6 +12,16 @@ const BaseDetectFrameIterator = require('../shared/baseDetectFrameIterator'); const SUBCATEGORY = AnalysisTypes.Rekognition.Text; const NAMED_KEY = 'TextDetections'; const GRID_SIZE = 1 / 3; +const SKIP_FRAME_ANALYSIS = [ + 'ColorBars', + 'BlackFrames', + // 'StudioLogo', + // 'Slate', + // 'EndCredits', + // 'OpeningCredits', + // 'Content', + // 'undefined', +]; class DetectTextIterator extends BaseDetectFrameIterator { constructor(stateData) { @@ -33,37 +46,6 @@ class DetectTextIterator extends BaseDetectFrameIterator { return 'DetectTextIterator'; } - async detectFrame(bucket, key, frameNo, timestamp) { - const fn = this.rekog.detectText.bind(this.rekog); - const params = this.makeParams(bucket, key, this.paramOptions); - return this.detectFn(fn, params) - .then(result => - this.parseTextResult(result, frameNo, timestamp)); - } - - parseTextResult(data, frameNo, timestamp) { - return (!data || !data.TextDetections || !data.TextDetections.length) - ? undefined - : data.TextDetections.map(x => ({ - Timestamp: timestamp, - FrameNumber: frameNo, - TextDetection: x, - })); - } - - mapUniqueNameToSequenceFile(mapData, data, seqFile) { - let keys = data.map(x => - (x.TextDetection || {}).DetectedText).filter(x => x); - keys = [...new Set(keys)]; - while (keys.length) { - const key = keys.shift(); - const unique = new Set(mapData[key]); - unique.add(seqFile); - mapData[key] = [...unique]; - } - return mapData; - } - static computeRegionsOfInterest(regionsOfInterest) { if (!regionsOfInterest || !Array.isArray(regionsOfInterest) || regionsOfInterest.length !== 9) { return undefined; @@ -87,6 +69,53 @@ class DetectTextIterator extends BaseDetectFrameIterator { ? undefined : boundingBoxes; } + + async detectFrame(bucket, key, frameNo, timestamp) { + const params = this.makeParams(bucket, key, this.paramOptions); + const command = new DetectTextCommand(params); + + return this.detectFn(command) + .then((res) => + this.parseTextResult(res, frameNo, timestamp)); + } + + parseTextResult(data, frameNo, timestamp) { + if (!data || !data.TextDetections || !data.TextDetections.length) { + return undefined; + } + + if (!this.modelMetadata) { + this.modelMetadata = { + TextModelVersion: data.TextModelVersion, + }; + } + + const minConfidence = this.minConfidence; + const filtered = data.TextDetections + .filter((x) => + x.Type === 'LINE' + && x.Confidence >= minConfidence); + + return filtered + .map(x => ({ + Timestamp: timestamp, + FrameNumber: frameNo, + TextDetection: x, + })); + } + + getUniqueNames(dataset) { + return [ + ...new Set(dataset + .map((x) => + x.TextDetection.DetectedText)), + ]; + } + + skipFrame(frame) { + return SKIP_FRAME_ANALYSIS + .includes((frame || {}).technicalCueType); + } } module.exports = DetectTextIterator; diff --git a/source/main/analysis/video/states/detect-frame-iterator/iterators/shared/baseDetectFrameIterator.js b/source/main/analysis/video/states/detect-frame-iterator/iterators/shared/baseDetectFrameIterator.js index 4b48e5c..eb84dc4 100644 --- a/source/main/analysis/video/states/detect-frame-iterator/iterators/shared/baseDetectFrameIterator.js +++ b/source/main/analysis/video/states/detect-frame-iterator/iterators/shared/baseDetectFrameIterator.js @@ -1,50 +1,63 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 - -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); const PATH = require('path'); +const { + RekognitionClient, +} = require('@aws-sdk/client-rekognition'); const { StateData, - AnalysisError, CommonUtils, - Retry, Environment, + MapDataVersion, + FrameCaptureModeHelper, + xraysdkHelper, + retryStrategyHelper, + M2CException, } = require('core-lib'); const CATEGORY = 'rekognition'; const FRAMECAPTURE_PREFIX = 'frame'; -const MAX_DATASET_PER_FILE = 1000; const MAP_FILENAME = 'mapFile.json'; +const DATA_FILENAME = '00000000.json'; +const SKIP_FRAME_ANALYSIS = [ + 'ColorBars', + 'BlackFrames', + 'StudioLogo', + 'Slate', + 'EndCredits', + 'OpeningCredits', + // 'Content', + // 'undefined', +]; + +const CUSTOM_USER_AGENT = Environment.Solution.Metrics.CustomUserAgent; class BaseDetectFrameIterator { constructor(stateData, subCategory, namedKey) { if (!(stateData instanceof StateData)) { - throw new AnalysisError('stateData not StateData object'); + throw new M2CException('stateData not StateData object'); } /* detection type such as label, celeb, and etc */ if (!subCategory) { - throw new AnalysisError('subCategory not specified'); + throw new M2CException('subCategory not specified'); } /* JSON output file's root key */ if (!namedKey) { - throw new AnalysisError('namedKey not specified'); + throw new M2CException('namedKey not specified'); + } + + if (stateData.data[subCategory].apiCount === undefined) { + stateData.data[subCategory].apiCount = 0; } + this.$stateData = stateData; this.$subCategory = subCategory; this.$namedKey = namedKey; this.$paramOptions = undefined; this.$dataset = []; - this.$rekog = new AWS.Rekognition({ - apiVersion: '2016-06-27', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); + this.$mapData = []; + this.$modelMetadata = undefined; + this.$originalResponse = undefined; } get [Symbol.toStringTag]() { @@ -75,107 +88,229 @@ class BaseDetectFrameIterator { return this.$dataset; } - get rekog() { - return this.$rekog; + set dataset(val) { + this.$dataset = val; + } + + get mapData() { + return this.$mapData; + } + + set mapData(val) { + this.$mapData = val; + } + + get modelMetadata() { + return this.$modelMetadata; + } + + set modelMetadata(val) { + this.$modelMetadata = val; + } + + get minConfidence() { + return this.stateData.data[this.subCategory].minConfidence; + } + + get originalResponse() { + return this.$originalResponse; + } + + set originalResponse(val) { + this.$originalResponse = val; } /* derived class to implement */ async detectFrame(bucket, key, frameNo, timestamp) { - throw new AnalysisError('dervied class to implement detectFrame'); + throw new M2CException('dervied class to implement detectFrame'); } /* derived class to implement */ - mapUniqueNameToSequenceFile(mapFile, data, seqFile) { - throw new AnalysisError('dervied class to implement mapUniqueNameToSequenceFile'); + getUniqueNames(dataset) { + throw new M2CException('dervied class to implement getUniqueNames'); } async process() { + if (this.stateData.data.framesegmentation) { + return this.processWithFrameSegmentation(); + } + const data = this.stateData.data[this.subCategory]; + const bucket = data.bucket; + const prefix = data.frameCapture.prefix; + const outPrefix = this.makeRawDataPrefix(this.subCategory); const numFrames = data.frameCapture.numFrames; - this.dataset.length = 0; + data.startTime = data.startTime || Date.now(); - while (data.cursor < numFrames) { - const t0 = new Date(); - await this.processFrame(data.cursor++); - await this.flushDataset(); + let lambdaTimeout = false; + + const t0 = new Date(); + while (!lambdaTimeout && data.cursor < numFrames) { + await this.processFrame( + bucket, + prefix, + data.cursor++ + ); /* make sure we allocate enough time for the next iteration */ - const remained = this.stateData.getRemainingTime(); - const consumed = new Date() - t0; - console.log(`COMPLETED: frame #${data.cursor - 1} [Consumed/Remained: ${consumed / 1000}s / ${remained / 1000}s]`); - if (this.stateData.quitNow() || (remained - (consumed * 1.2) <= 0)) { - break; - } + lambdaTimeout = this.stateData.quitNow(); } - await this.flushDataset(true); + + this.mapData = this.getUniqueNames(this.dataset); + await this.updateOutputs(bucket, outPrefix); + + const consumed = new Date() - t0; + const remained = this.stateData.getRemainingTime(); + console.log(`COMPLETED: frame #${data.cursor - 1} [Consumed/Remained: ${consumed / 1000}s / ${remained / 1000}s]`); + return (data.cursor >= numFrames) ? this.setCompleted() : this.setProgress(Math.round((data.cursor / numFrames) * 100)); } - async processFrame(idx) { + async processFrame( + bucket, + prefix, + idx + ) { const data = this.stateData.data[this.subCategory]; const frameCapture = data.frameCapture; + const name = BaseDetectFrameIterator.makeFrameCaptureFileName(idx); + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const key = PATH.join(prefix, name); + const [ frameNo, timestamp, - ] = BaseDetectFrameIterator.computeFrameNumAndTimestamp( + ] = FrameCaptureModeHelper.computeFrameNumAndTimestamp( idx, data.framerate, - frameCapture.numerator, - frameCapture.denominator + frameCapture ); - const name = BaseDetectFrameIterator.makeFrameCaptureFileName(idx); - const key = PATH.join(frameCapture.prefix, name); - const dataset = await this.detectFrame(data.bucket, key, frameNo, timestamp); + + const dataset = await this.detectFrame( + bucket, + key, + frameNo, + timestamp + ); + if (dataset) { - this.dataset.splice(this.dataset.length, 0, ...dataset); + this.dataset = this.dataset.concat(dataset); } + return dataset; } - async detectFn(fn, params) { - return Retry.run(fn, params) - .catch(e => console.error(e)); + async detectFn(command) { + const rekognitionClient = xraysdkHelper(new RekognitionClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + return rekognitionClient.send(command) + .then((res) => { + // report api calls and new faces indexed + this.stateData.data[this.subCategory].apiCount += 1; + this.originalResponse = res; + delete res.$metadata; + return res; + }) + .catch((e) => { + if (((command.input || {}).Image || {}).Bytes !== undefined) { + delete command.input.Image.Bytes; + } + console.warn( + 'WARN:', + 'BaseDetectFrameIterator.detectFn:', + `${command.constructor.name}:`, + e.$metadata.httpStatusCode, + e.name, + e.message, + JSON.stringify(command.input) + ); + return undefined; + }); } - async flushDataset(forced = false) { - if (!(this.dataset.length >= MAX_DATASET_PER_FILE - || (forced && this.dataset.length > 0))) { - return undefined; - } - const data = this.stateData.data[this.subCategory]; - const bucket = data.bucket; - const prefix = this.makeRawDataPrefix(this.subCategory); - const seqFile = BaseDetectFrameIterator.makeSequenceFileName(data.numOutputs++); + async updateOutputs(bucket, prefix) { return Promise.all([ - this.updateMapFile(bucket, prefix, seqFile, this.dataset), - this.uploadFile(bucket, prefix, seqFile, this.dataset), - ]).then(() => - this.dataset.length = 0); + this.updateDataFile(bucket, prefix, DATA_FILENAME, this.dataset), + this.updateMapFile(bucket, prefix, MAP_FILENAME, this.mapData, DATA_FILENAME), + ]); } - async updateMapFile(bucket, prefix, seqFile, data) { - const name = MAP_FILENAME; - /* download and merge mapData */ - let mapData = await CommonUtils.download(bucket, PATH.join(prefix, name), false) - .then(x => JSON.parse(x.Body.toString())) - .catch(() => ({})); - mapData = this.mapUniqueNameToSequenceFile(mapData, data, seqFile); - return (mapData) - ? CommonUtils.uploadFile(bucket, prefix, name, mapData) - .catch(e => console.error(e)) - : undefined; + async updateMapFile( + bucket, + prefix, + name, + mapData, + dataFile + ) { + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const key = PATH.join(prefix, name); + let merged = await CommonUtils.download( + bucket, + key + ).then((x) => + JSON.parse(x).data) + .catch(() => + ([])); + + merged = { + version: MapDataVersion, + file: dataFile, + data: [ + ...new Set(merged.concat(mapData)), + ], + }; + + return CommonUtils.uploadFile( + bucket, + prefix, + name, + merged + ).catch((e) => + console.error(e)); } - async uploadFile(bucket, prefix, seqFile, data) { - return CommonUtils.uploadFile(bucket, prefix, seqFile, { - [this.namedKey]: data, - }).catch(e => console.error(e)); + async updateDataFile( + bucket, + prefix, + name, + dataset + ) { + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const key = PATH.join(prefix, name); + let merged = await CommonUtils.download( + bucket, + key + ).then((x) => + JSON.parse(x)) + .catch(() => ({ + [this.namedKey]: [], + })); + + merged = { + ...this.modelMetadata, + [this.namedKey]: merged[this.namedKey] + .concat(dataset), + }; + + return CommonUtils.uploadFile( + bucket, + prefix, + name, + merged + ).catch((e) => + console.error(e)); } makeParams(bucket, key, options) { if ((!bucket || !key) && !((options || {}).Image || {}).Bytes) { - throw new AnalysisError('bucket and key or Image.Bytes must be specified'); + throw new M2CException('bucket and key or Image.Bytes must be specified'); } return { Image: { @@ -191,19 +326,19 @@ class BaseDetectFrameIterator { makeRawDataPrefix(subCategory) { const data = this.stateData.data[subCategory]; const timestamp = CommonUtils.toISODateTime(data.requestTime); - return PATH.join( - data.prefix, - 'raw', - timestamp, - CATEGORY, - subCategory, - '/' - ); + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + return PATH.join(data.prefix, 'raw', timestamp, CATEGORY, subCategory, '/'); } setCompleted() { const data = this.stateData.data[this.subCategory]; + data.cursor = 0; data.endTime = Date.now(); + data.output = PATH.join( + this.makeRawDataPrefix(this.subCategory), + MAP_FILENAME + ); this.stateData.setCompleted(); return this.stateData.toJSON(); } @@ -213,20 +348,100 @@ class BaseDetectFrameIterator { return this.stateData.toJSON(); } - static makeSequenceFileName(idx) { - return `${String(idx).padStart(8, '0')}.json`; - } - static makeFrameCaptureFileName(frameNo) { return `${FRAMECAPTURE_PREFIX}.${frameNo.toString().padStart(7, '0')}.jpg`; } - static computeFrameNumAndTimestamp(idx, framerate, numerator, denominator) { - const num = Math.round((idx * framerate * denominator) / numerator); - return [ - num, - Math.round((num / framerate) * 1000), - ]; + async processWithFrameSegmentation() { + const data = this.stateData.data[this.subCategory]; + const bucket = data.bucket; + + const frameSegmentationJson = this.stateData.data.framesegmentation.key; + const frameSegmentation = await CommonUtils.download(bucket, frameSegmentationJson) + .then((res) => + JSON.parse(res)); + + console.log( + '=== Using processWithFrameSegmentation: numFrames:', + frameSegmentation.length + ); + const numFrames = frameSegmentation.length; + const prefix = PATH.parse(frameSegmentationJson).dir; + const outPrefix = this.makeRawDataPrefix(this.subCategory); + + data.startTime = data.startTime || Date.now(); + + const t0 = new Date(); + let lambdaTimeout = false; + + while (!lambdaTimeout && data.cursor < numFrames) { + const frame = frameSegmentation[data.cursor]; + await this.processFrame2( + bucket, + prefix, + frame + ); + data.cursor += 1; + /* make sure we allocate enough time for the next iteration */ + lambdaTimeout = this.stateData.quitNow(); + } + + this.mapData = this.getUniqueNames(this.dataset); + await this.updateOutputs(bucket, outPrefix); + + const consumed = new Date() - t0; + const remained = this.stateData.getRemainingTime(); + console.log(`COMPLETED: frame #${data.cursor - 1} [Consumed/Remained: ${consumed / 1000}s / ${remained / 1000}s]`); + + if (data.cursor >= numFrames) { + return this.setCompleted(); + } + + let percentage = (data.cursor / numFrames) * 100; + percentage = Math.round(percentage); + + return this.setProgress(percentage); + } + + async processFrame2( + bucket, + prefix, + frame + ) { + if (this.skipFrame(frame)) { + return undefined; + } + + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const key = PATH.join(prefix, frame.name); + + const dataset = await this.detectFrame( + bucket, + key, + frame.frameNo, + frame.timestamp + ); + + if (dataset) { + this.dataset = this.dataset.concat(dataset); + } + + return dataset; + } + + skipFrame(frame) { + return SKIP_FRAME_ANALYSIS + .includes((frame || {}).technicalCueType); + } + + static async RunCommand(command) { + const rekognitionClient = xraysdkHelper(new RekognitionClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + return rekognitionClient.send(command); } } diff --git a/source/main/analysis/video/states/index-analysis-iterator/index.js b/source/main/analysis/video/states/index-analysis-iterator/index.js index 87b6d25..7d8c5e6 100644 --- a/source/main/analysis/video/states/index-analysis-iterator/index.js +++ b/source/main/analysis/video/states/index-analysis-iterator/index.js @@ -3,8 +3,20 @@ const { StateData, - AnalysisError, - AnalysisTypes, + M2CException, + AnalysisTypes: { + Rekognition: { + Celeb, + Face, + FaceMatch, + Label, + Moderation, + Person, + Segment, + Text, + CustomLabel, + }, + }, } = require('core-lib'); const IndexCelebIterator = require('./iterators/index-celeb'); const IndexFaceIterator = require('./iterators/index-face'); @@ -15,21 +27,14 @@ const IndexPersonIterator = require('./iterators/index-person'); const IndexSegmentIterator = require('./iterators/index-segment'); const IndexTextIterator = require('./iterators/index-text'); const IndexCustomLabelIterator = require('./iterators/index-custom-label'); +const IndexComboIterator = require('./iterators/index-combo'); -const SUBCATEGORY_CELEB = AnalysisTypes.Rekognition.Celeb; -const SUBCATEGORY_FACE = AnalysisTypes.Rekognition.Face; -const SUBCATEGORY_FACEMATCH = AnalysisTypes.Rekognition.FaceMatch; -const SUBCATEGORY_LABEL = AnalysisTypes.Rekognition.Label; -const SUBCATEGORY_MODERATION = AnalysisTypes.Rekognition.Moderation; -const SUBCATEGORY_PERSON = AnalysisTypes.Rekognition.Person; -const SUBCATEGORY_SEGMENT = AnalysisTypes.Rekognition.Segment; -const SUBCATEGORY_TEXT = AnalysisTypes.Rekognition.Text; -const SUBCATEGORY_CUSTOMLABEL = AnalysisTypes.Rekognition.CustomLabel; +const FRAME_SEGMENTATION = 'framesegmentation'; class StateIndexAnalysisIterator { constructor(stateData) { if (!(stateData instanceof StateData)) { - throw new AnalysisError('stateData not StateData object'); + throw new M2CException('stateData not StateData object'); } this.$stateData = stateData; } @@ -44,42 +49,42 @@ class StateIndexAnalysisIterator { async process() { const data = this.stateData.data; + const keys = Object.keys(data); + let iterator; - if (data[SUBCATEGORY_CELEB]) { - iterator = new IndexCelebIterator(this.stateData); - } - else if (data[SUBCATEGORY_FACE]) { - iterator = new IndexFaceIterator(this.stateData); - } - else if (data[SUBCATEGORY_FACEMATCH]) { - iterator = new IndexFaceMatchIterator(this.stateData); - } - else if (data[SUBCATEGORY_LABEL]) { + + if (keys.includes(Celeb) && keys.includes(FaceMatch)) { + iterator = new IndexComboIterator(this.stateData); + } else if (keys.includes(Face) && (keys.includes(Celeb) || keys.includes(FaceMatch))) { + iterator = new IndexComboIterator(this.stateData); + } else if (keys.includes(Label)) { iterator = new IndexLabelIterator(this.stateData); - } - else if (data[SUBCATEGORY_MODERATION]) { + } else if (keys.includes(Moderation)) { iterator = new IndexModerationIterator(this.stateData); - } - else if (data[SUBCATEGORY_PERSON]) { - iterator = new IndexPersonIterator(this.stateData); - } - else if (data[SUBCATEGORY_SEGMENT]) { - iterator = new IndexSegmentIterator(this.stateData); - } - else if (data[SUBCATEGORY_TEXT]) { + } else if (keys.includes(Text)) { iterator = new IndexTextIterator(this.stateData); - } - else if (data[SUBCATEGORY_CUSTOMLABEL]) { + } else if (keys.includes(Person)) { + iterator = new IndexPersonIterator(this.stateData); + } else if (keys.includes(CustomLabel)) { iterator = new IndexCustomLabelIterator(this.stateData); + } else if (keys.includes(Celeb)) { + iterator = new IndexCelebIterator(this.stateData); + } else if (keys.includes(FaceMatch)) { + iterator = new IndexFaceMatchIterator(this.stateData); + } else if (keys.includes(Face)) { + iterator = new IndexFaceIterator(this.stateData); + } else if (keys.includes(Segment) && !data[FRAME_SEGMENTATION]) { + iterator = new IndexSegmentIterator(this.stateData); + } else { + const message = `iterator for ${keys.join(', ')} not supported`; + console.error( + 'ERR:', + 'StateIndexAnalysisIterator.process:', + message + ); + throw M2CException(message); } - else { - iterator = undefined; - } - if (!iterator) { - const e = `iterator '${Object.keys(data).join(',')}' not impl`; - console.error(e); - throw new AnalysisError(e); - } + return iterator.process(); } } diff --git a/source/main/analysis/video/states/index-analysis-iterator/iterators/index-combo/index.js b/source/main/analysis/video/states/index-analysis-iterator/iterators/index-combo/index.js new file mode 100644 index 0000000..33d04af --- /dev/null +++ b/source/main/analysis/video/states/index-analysis-iterator/iterators/index-combo/index.js @@ -0,0 +1,84 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + StateData, + AnalysisTypes: { + Rekognition, + }, +} = require('core-lib'); +const IndexCelebIterator = require('../index-celeb'); +const IndexFaceIterator = require('../index-face'); +const IndexFaceMatchIterator = require('../index-face-match'); + +const SUBCATEGORY_CELEB = Rekognition.Celeb; +const SUBCATEGORY_FACE = Rekognition.Face; +const SUBCATEGORY_FACEMATCH = Rekognition.FaceMatch; + +class IndexComboIterator { + constructor(stateData) { + this.$stateData = stateData; + } + + get [Symbol.toStringTag]() { + return 'IndexComboIterator'; + } + + get stateData() { + return this.$stateData; + } + + async process() { + const data = this.stateData.data; + + let promises = [ + SUBCATEGORY_CELEB, + SUBCATEGORY_FACE, + SUBCATEGORY_FACEMATCH, + ].map((subCategory) => { + let iterator; + + if (data[subCategory] === undefined) { + return true; + } + + if (subCategory === SUBCATEGORY_CELEB) { + iterator = new IndexCelebIterator(this.stateData); + } else if (subCategory === SUBCATEGORY_FACE) { + iterator = new IndexFaceIterator(this.stateData); + } else if (subCategory === SUBCATEGORY_FACEMATCH) { + iterator = new IndexFaceMatchIterator(this.stateData); + } + + if (iterator === undefined) { + return true; + } + + return iterator.process() + .then((res) => { + data[subCategory] = res.data[subCategory]; + return (res.status === StateData.Statuses.Completed); + }); + }); + + promises = await Promise.all(promises); + + let done = 0; + promises.forEach((x) => { + if (x !== false) { + done += 1; + } + }); + + if (done === promises.length) { + this.stateData.setCompleted(); + } else { + const percentage = Math.round((done / promises.length) * 100); + this.stateData.setProgress(percentage); + } + + return this.stateData.toJSON(); + } +} + +module.exports = IndexComboIterator; diff --git a/source/main/analysis/video/states/index-analysis-iterator/iterators/index-custom-label/index.js b/source/main/analysis/video/states/index-analysis-iterator/iterators/index-custom-label/index.js index 179f4a0..9c5be15 100644 --- a/source/main/analysis/video/states/index-analysis-iterator/iterators/index-custom-label/index.js +++ b/source/main/analysis/video/states/index-analysis-iterator/iterators/index-custom-label/index.js @@ -17,15 +17,12 @@ class IndexCustomLabelIterator extends BaseAnalysisIndexer { return 'IndexCustomLabelIterator'; } - async downloadAndParseMetadata(bucket, key) { + parseMetadata(data) { const model = this.stateData.data[SUBCATEGORY].customLabelModels; - const datasets = await super.downloadAndParseMetadata(bucket, key); - return (!datasets) - ? datasets - : { - ...datasets, - model, - }; + return { + ...super.parseMetadata(data), + model, + }; } } diff --git a/source/main/analysis/video/states/index-analysis-iterator/iterators/index-face-match/index.js b/source/main/analysis/video/states/index-analysis-iterator/iterators/index-face-match/index.js index 8bbbbcf..1c7f565 100644 --- a/source/main/analysis/video/states/index-analysis-iterator/iterators/index-face-match/index.js +++ b/source/main/analysis/video/states/index-analysis-iterator/iterators/index-face-match/index.js @@ -16,6 +16,21 @@ class IndexFaceMatchIterator extends BaseAnalysisIndexer { get [Symbol.toStringTag]() { return 'IndexFaceMatchIterator'; } + + parseMetadata(data) { + return Object.keys(data) + .map((name) => ({ + name, + faceId: (data[name][0] || {}).faceId, + timecodes: data[name] + .map((x) => ({ + begin: x.begin, + end: x.end, + })), + })) + .filter((x) => + x.timecodes.length > 0); + } } module.exports = IndexFaceMatchIterator; diff --git a/source/main/analysis/video/states/index-analysis-iterator/iterators/index-segment/index.js b/source/main/analysis/video/states/index-analysis-iterator/iterators/index-segment/index.js index 58f9252..2640c33 100644 --- a/source/main/analysis/video/states/index-analysis-iterator/iterators/index-segment/index.js +++ b/source/main/analysis/video/states/index-analysis-iterator/iterators/index-segment/index.js @@ -2,24 +2,22 @@ // SPDX-License-Identifier: Apache-2.0 const { - AnalysisTypes, + AnalysisTypes: { + Rekognition: { + Segment, + }, + }, } = require('core-lib'); const BaseAnalysisIndexer = require('../shared/baseAnalysisIndexer'); -const SUBCATEGORY = AnalysisTypes.Rekognition.Segment; - class IndexSegmentIterator extends BaseAnalysisIndexer { constructor(stateData) { - super(stateData, SUBCATEGORY); + super(stateData, Segment); } get [Symbol.toStringTag]() { return 'IndexSegmentIterator'; } - - parseIndexName(dataset) { - return dataset.type.replace(/_/g, ' '); - } } module.exports = IndexSegmentIterator; diff --git a/source/main/analysis/video/states/index-analysis-iterator/iterators/shared/baseAnalysisIndexer.js b/source/main/analysis/video/states/index-analysis-iterator/iterators/shared/baseAnalysisIndexer.js index 4383ed4..4fa5cb9 100644 --- a/source/main/analysis/video/states/index-analysis-iterator/iterators/shared/baseAnalysisIndexer.js +++ b/source/main/analysis/video/states/index-analysis-iterator/iterators/shared/baseAnalysisIndexer.js @@ -8,7 +8,7 @@ const { Indexer, } = require('core-lib'); -const TYPE_VIDEO = 'video'; +const INDEX_CONTENT = Indexer.getContentIndex(); class BaseAnalysisIndexer { constructor(stateData, subCategory) { @@ -35,62 +35,50 @@ class BaseAnalysisIndexer { } async process() { + const uuid = this.stateData.uuid; const data = this.stateData.data[this.subCategory]; const bucket = data.bucket; - const prefix = data.metadata; - if (!prefix) { + const path = data.metadata; + if (!path) { return this.setCompleted(); } - let response; - const datasets = []; - do { - response = await CommonUtils.listObjects(bucket, prefix, { - ContinuationToken: (response || {}).NextContinuationToken, - MaxKeys: 200, - }).catch((e) => - console.error(`[ERR]: CommonUtils.listObjects: ${prefix} ${e.code} ${e.message}`)); - if (response && response.Contents) { - const dataset = await Promise.all(response.Contents.map((x) => - this.downloadAndParseMetadata(bucket, x.Key))); - datasets.splice(datasets.length, 0, ...dataset); - } - } while ((response || {}).NextContinuationToken); + const datasets = await CommonUtils.download( + bucket, + path + ).then((res) => + this.parseMetadata( + JSON.parse(res) + )) + .catch(() => + undefined); - if (datasets.length > 0) { - const uuid = this.stateData.uuid; + if (datasets !== undefined && datasets.length > 0) { const indexer = new Indexer(); - await indexer.indexDocument(this.subCategory, uuid, { - type: TYPE_VIDEO, - data: datasets, - }).catch((e) => - console.error(`[ERR]: indexer.indexDocument: ${uuid}: ${this.subCategory}`, e)); + await indexer.update( + INDEX_CONTENT, + this.stateData.uuid, + { + [this.subCategory]: datasets, + } + ); } - return this.setCompleted(); - } - async downloadAndParseMetadata(bucket, key) { - const datasets = await CommonUtils.download(bucket, key, false) - .then((res) => - JSON.parse(res.Body)) - .catch((e) => - console.error(`[ERR]: CommonUtils.download: ${key} ${e.code} ${e.message}`)); - if (!datasets || !datasets.length) { - return undefined; - } - const name = this.parseIndexName(datasets[0]); - const timecodes = datasets.map((x) => ({ - begin: x.begin, - end: x.end, - })); - return { - name, - timecodes, - }; + return this.setCompleted(); } - parseIndexName(dataset) { - return dataset.name.replace(/_/g, ' '); + parseMetadata(data) { + return Object.keys(data) + .map((name) => ({ + name, + timecodes: data[name] + .map((x) => ({ + begin: x.begin, + end: x.end, + })), + })) + .filter((x) => + x.timecodes.length > 0); } setCompleted() { diff --git a/source/main/analysis/video/states/prepare-custom-detection-iterators/index.js b/source/main/analysis/video/states/prepare-custom-detection-iterators/index.js index a45e9c5..3774e08 100644 --- a/source/main/analysis/video/states/prepare-custom-detection-iterators/index.js +++ b/source/main/analysis/video/states/prepare-custom-detection-iterators/index.js @@ -1,35 +1,46 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); const PATH = require('path'); const { StateData, - AnalysisTypes, - AnalysisError, + AnalysisTypes: { + Rekognition: { + CustomLabel, + Segment, + }, + Scene, + }, FrameCaptureMode, FrameCaptureModeHelper, - Environment, + CommonUtils, + M2CException, } = require('core-lib'); -const SUBCATEGORY_CUSTOMLABEL = AnalysisTypes.Rekognition.CustomLabel; const FRAMECAPTURE_GROUP = 'frameCapture'; const ITERATORS = 'iterators'; const DEFAULT_INFERENCEUNITS = 5; const OPT_FRAMECAPTUREMODE = 'frameCaptureMode'; const OPT_CUSTOMLABELMODELS = 'customLabelModels'; +const OPT_FRAMESEGMENTATION = 'framesegmentation'; + +const JSON_FRAMESEGMENTATION = `${OPT_FRAMESEGMENTATION}.json`; +const JSON_SCENE_EMBEDDINGS = 'scene_embeddings.json'; +const JSON_SCENE_SIMILARITY = 'scene_similarity.json'; + +const { + Statuses: { + NotStarted, + }, + States: { + StartDetectionIterator, + }, +} = StateData; class StatePrepareCustomDetectionIterators { constructor(stateData) { if (!(stateData instanceof StateData)) { - throw new AnalysisError('stateData not StateData object'); + throw new M2CException('stateData not StateData object'); } this.$stateData = stateData; } @@ -43,109 +54,212 @@ class StatePrepareCustomDetectionIterators { } async process() { - const input = this.stateData.input; - const aiOptions = input.aiOptions; - /* check criteria */ - if (!aiOptions[SUBCATEGORY_CUSTOMLABEL] - || !aiOptions[OPT_CUSTOMLABELMODELS] || !aiOptions[OPT_CUSTOMLABELMODELS].length - || aiOptions[OPT_FRAMECAPTUREMODE] === FrameCaptureMode.MODE_NONE) { - this.stateData.input = undefined; - this.stateData.data = undefined; - this.stateData.data = { - [ITERATORS]: [], - }; - return this.stateData.toJSON(); + const { + input: { + uuid, + destination: { + bucket: proxyBucket, + prefix: proxyPrefix, + }, + video: { + key: videoKey, + }, + duration, + framerate, + request: { + timestamp: requestTime, + }, + aiOptions: { + [CustomLabel]: customLabelFeature, + [OPT_CUSTOMLABELMODELS]: customLabelModels = [], + [OPT_FRAMECAPTUREMODE]: frameCaptureMode = FrameCaptureMode.MODE_NONE, + [Scene]: sceneFeature, + minConfidence, + inferenceUnits = DEFAULT_INFERENCEUNITS, + filters = {}, + }, + }, + data: { + [OPT_FRAMESEGMENTATION]: framesegmentation = undefined, + [Segment]: segment = undefined, + }, + } = this.stateData; + + const iterators = []; + const promisePurgePreviousRun = []; + + // frame capture mode must not be MODE_NONE + if (frameCaptureMode === FrameCaptureMode.MODE_NONE) { + return this.resetStateData(); } - const bucket = input.destination.bucket; - const prefix = PATH.join( - PATH.parse(input.video.key).dir, + + const framePrefix = PATH.join( + PATH.parse(videoKey).dir, '..', FRAMECAPTURE_GROUP, '/' ); - const key = input.video.key; - const stateData = { - uuid: input.uuid, - status: StateData.Statuses.NotStarted, + + const genericData = { + uuid, + operation: StartDetectionIterator, + status: NotStarted, progress: 0, - }; - const frameCaptureData = await this.getFrameCaptureData(bucket, prefix); - const sampling = Math.round((frameCaptureData.denominator / frameCaptureData.numerator) * 1000); - const iteratorData = { - bucket, - prefix: input.destination.prefix, - key, - duration: input.duration, - frameCaptureMode: aiOptions.frameCaptureMode, - framerate: input.framerate, - requestTime: input.request.timestamp, - minConfidence: aiOptions.minConfidence, - inferenceUnits: aiOptions.inferenceUnits || DEFAULT_INFERENCEUNITS, - frameCapture: { - prefix, - ...frameCaptureData, + input: { + destination: { + bucket: proxyBucket, + prefix: proxyPrefix, + }, }, - sampling, - cursor: 0, - numOutputs: 0, }; - const iterators = []; - const models = [].concat(aiOptions[OPT_CUSTOMLABELMODELS]); - iterators.splice(iterators.length, 0, ...models.map(x => - this.makeCustomLabelParams(x, stateData, iteratorData))); + + // scene detection feature + if (framesegmentation !== undefined && segment !== undefined) { + if (sceneFeature) { + const iterator = { + ...genericData, + data: { + [Scene]: { + bucket: proxyBucket, + prefix: framePrefix, + json: JSON_FRAMESEGMENTATION, + embeddings: JSON_SCENE_EMBEDDINGS, + similarity: JSON_SCENE_SIMILARITY, + filterSettings: filters[Scene], + }, + [Segment]: segment, + [OPT_FRAMESEGMENTATION]: framesegmentation, + }, + }; + iterators.push(iterator); + + // remove embeddings and similarity output from previous run + [JSON_SCENE_EMBEDDINGS, JSON_SCENE_SIMILARITY].forEach((key) => { + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const jsonKey = PATH.join(framePrefix, key); + promisePurgePreviousRun.push(CommonUtils.deleteObject( + proxyBucket, + jsonKey + ).catch(() => + undefined)); + }); + } + } + + // custom label models enabled + if (customLabelFeature) { + const frameCaptureData = await this.getFrameCaptureData( + proxyBucket, + framePrefix + ); + + let sampling = frameCaptureData.denominator / frameCaptureData.numerator; + sampling = Math.round(sampling * 1000); + + const iteratorData = { + bucket: proxyBucket, + prefix: proxyPrefix, + key: videoKey, + duration, + frameCaptureMode, + framerate, + requestTime, + minConfidence, + inferenceUnits, + frameCapture: { + prefix: framePrefix, + ...frameCaptureData, + }, + sampling, + cursor: 0, + numOutputs: 0, + }; + + customLabelModels.forEach((model) => { + const iterator = { + ...genericData, + data: { + [CustomLabel]: { + [OPT_CUSTOMLABELMODELS]: model, + ...iteratorData, + filterSettings: filters[CustomLabel], + }, + }, + }; + iterators.push(iterator); + }); + } + + if (iterators.length === 0) { + return this.resetStateData(); + } + this.stateData.input = undefined; this.stateData.data = undefined; this.stateData.data = { - [ITERATORS]: iterators.filter(x => x), + [ITERATORS]: iterators, }; + + // remove outputs created from previous run + await Promise.all(promisePurgePreviousRun); + return this.stateData.toJSON(); } - makeCustomLabelParams(model, stateData, iteratorData) { - return { - ...stateData, - data: { - [SUBCATEGORY_CUSTOMLABEL]: { - [OPT_CUSTOMLABELMODELS]: model, - ...iteratorData, - }, - }, + resetStateData() { + this.stateData.input = undefined; + this.stateData.data = undefined; + this.stateData.data = { + [ITERATORS]: [], }; + + return this.stateData.toJSON(); } async getFrameCaptureData(bucket, prefix) { - const input = this.stateData.input; - /* #1: get total frames to process */ + // #1: get total frames to process let response; let numFrames = 0; - const s3 = new AWS.S3({ - apiVersion: '2006-03-01', - computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); + do { - response = await s3.listObjectsV2({ - Bucket: bucket, - Prefix: prefix, - MaxKeys: 1000, - ContinuationToken: (response || {}).NextContinuationToken, - ExpectedBucketOwner: Environment.S3.ExpectedBucketOwner, - }).promise(); - numFrames += response.Contents.filter(x => - PATH.parse(x.Key).ext === '.jpg').length; + response = await CommonUtils.listObjects( + bucket, + prefix, + { + MaxKeys: 1000, + ContinuationToken: (response || {}).NextContinuationToken, + } + ); + + numFrames += response.Contents + .filter((x) => + PATH.parse(x.Key).ext === '.jpg') + .length; } while ((response || {}).NextContinuationToken); + if (!numFrames) { - throw new AnalysisError(`fail to find frame under ${prefix}`); + throw new M2CException(`fail to find frame under ${prefix}`); } - /* #2: get frame capture rate */ - const framerate = input.framerate; - const frameCaptureMode = (input.aiOptions || {}).frameCaptureMode; + + // #2: get frame capture rate + const { + input: { + framerate, + aiOptions: { + [OPT_FRAMECAPTUREMODE]: frameCaptureMode, + }, + }, + } = this.stateData; + const [ numerator, denominator, - ] = FrameCaptureModeHelper.suggestFrameCaptureRate(framerate, frameCaptureMode); + ] = FrameCaptureModeHelper.suggestFrameCaptureRate( + framerate, + frameCaptureMode + ); + return { numFrames, numerator, diff --git a/source/main/analysis/video/states/prepare-frame-detection-iterators/index.js b/source/main/analysis/video/states/prepare-frame-detection-iterators/index.js index 5af3fab..d639496 100644 --- a/source/main/analysis/video/states/prepare-frame-detection-iterators/index.js +++ b/source/main/analysis/video/states/prepare-frame-detection-iterators/index.js @@ -1,36 +1,36 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); const PATH = require('path'); const { StateData, - AnalysisError, - AnalysisTypes, + AnalysisTypes: { + Rekognition: { + Celeb, + Face, + FaceMatch, + Text, + Moderation, + Label, + ImageProperty, + Segment, + }, + AutoFaceIndexer, + }, + FrameCaptureMode, FrameCaptureModeHelper, - Environment, + CommonUtils, + M2CException, } = require('core-lib'); -const SUBCATEGORY_CELEB = AnalysisTypes.Rekognition.Celeb; -const SUBCATEGORY_FACE = AnalysisTypes.Rekognition.Face; -const SUBCATEGORY_FACEMATCH = AnalysisTypes.Rekognition.FaceMatch; -const SUBCATEGORY_LABEL = AnalysisTypes.Rekognition.Label; -const SUBCATEGORY_TEXT = AnalysisTypes.Rekognition.Text; -const SUBCATEGORY_MODERATION = AnalysisTypes.Rekognition.Moderation; +const FRAME_SEGMENTATION = 'framesegmentation'; const FRAMECAPTURE_GROUP = 'frameCapture'; const ITERATORS = 'iterators'; class StatePrepareFrameDetectionIterators { constructor(stateData) { if (!(stateData instanceof StateData)) { - throw new AnalysisError('stateData not StateData object'); + throw new M2CException('stateData not StateData object'); } this.$stateData = stateData; } @@ -46,9 +46,11 @@ class StatePrepareFrameDetectionIterators { async process() { const input = this.stateData.input; const aiOptions = input.aiOptions; + if (!aiOptions.framebased || !aiOptions.frameCaptureMode) { return this.emptyIterators(); } + const bucket = input.destination.bucket; const prefix = PATH.join( PATH.parse(input.video.key).dir, @@ -62,6 +64,7 @@ class StatePrepareFrameDetectionIterators { status: StateData.Statuses.NotStarted, progress: 0, }; + const frameCaptureData = await this.getFrameCaptureData(bucket, prefix); const sampling = Math.round((frameCaptureData.denominator / frameCaptureData.numerator) * 1000); const iteratorData = { @@ -81,27 +84,56 @@ class StatePrepareFrameDetectionIterators { cursor: 0, numOutputs: 0, }; + let iterators = [ this.makeLabelParams(aiOptions, stateData, iteratorData), this.makeModerationParams(aiOptions, stateData, iteratorData), this.makeTextParams(aiOptions, stateData, iteratorData), ]; - /* combo analysis: run celeb and facematch detection based on face detection result */ - if (aiOptions[SUBCATEGORY_FACE] - && (aiOptions[SUBCATEGORY_CELEB] || aiOptions[SUBCATEGORY_FACEMATCH])) { + + // auto face indexer: index unknown faces + if (aiOptions[AutoFaceIndexer] && aiOptions[Celeb] && aiOptions[FaceMatch]) { + iterators.push(this.makeAutoFaceIndexerParams(aiOptions, stateData, iteratorData)); + // combo analysis: run celeb and facematch detection based on face detection result + } else if (aiOptions[Face] && (aiOptions[Celeb] || aiOptions[FaceMatch])) { iterators.push(this.makeIdentityComboParams(aiOptions, stateData, iteratorData)); + // run individual detection in parallel } else { - /* run individual detection in parallel */ iterators.push(this.makeCelebParams(aiOptions, stateData, iteratorData)); iterators.push(this.makeFaceParams(aiOptions, stateData, iteratorData)); iterators.push(this.makeFaceMatchParams(aiOptions, stateData, iteratorData)); } - iterators = iterators.filter(x => (typeof x === 'object')); - this.stateData.input = undefined; - this.stateData.data = undefined; - this.stateData.data = { - [ITERATORS]: iterators, - }; + + iterators = iterators + .filter((x) => + (typeof x === 'object')); + + // use dynamic framerate + if (aiOptions.frameCaptureMode === FrameCaptureMode.MODE_DYNAMIC_FPS) { + const data = this.stateData.data; + + if ((data[FRAME_SEGMENTATION] || {}).key) { + iterators.forEach((iterator) => { + iterator.data = { + ...iterator.data, + [FRAME_SEGMENTATION]: data[FRAME_SEGMENTATION], + }; + }); + } + + if ((data[Segment] || {}).output) { + iterators.forEach((iterator) => { + iterator.data = { + ...iterator.data, + [Segment]: data[Segment], + }; + }); + } + } + + this.emptyIterators(); + this.stateData.data[ITERATORS] = iterators; + return this.stateData.toJSON(); } @@ -114,47 +146,60 @@ class StatePrepareFrameDetectionIterators { } makeLabelParams(aiOptions, stateData, iteratorData) { - return this.makeParams(SUBCATEGORY_LABEL, aiOptions, stateData, iteratorData); + const params = this.makeParams(Label, aiOptions, stateData, iteratorData); + if (params && aiOptions[ImageProperty]) { + params.data[Label][ImageProperty] = aiOptions[ImageProperty]; + } + return params; } makeModerationParams(aiOptions, stateData, iteratorData) { - return this.makeParams(SUBCATEGORY_MODERATION, aiOptions, stateData, iteratorData); + return this.makeParams(Moderation, aiOptions, stateData, iteratorData); } makeTextParams(aiOptions, stateData, iteratorData) { - const params = this.makeParams(SUBCATEGORY_TEXT, aiOptions, stateData, iteratorData); + const params = this.makeParams(Text, aiOptions, stateData, iteratorData); if (params) { - params.data[SUBCATEGORY_TEXT].textROI = aiOptions.textROI; + params.data[Text].textROI = aiOptions.textROI; } return params; } makeFaceParams(aiOptions, stateData, iteratorData) { - return this.makeParams(SUBCATEGORY_FACE, aiOptions, stateData, iteratorData); + return this.makeParams(Face, aiOptions, stateData, iteratorData); } makeCelebParams(aiOptions, stateData, iteratorData) { - return this.makeParams(SUBCATEGORY_CELEB, aiOptions, stateData, iteratorData); + return this.makeParams(Celeb, aiOptions, stateData, iteratorData); } makeFaceMatchParams(aiOptions, stateData, iteratorData) { - const params = this.makeParams(SUBCATEGORY_FACEMATCH, aiOptions, stateData, iteratorData); + const params = this.makeParams(FaceMatch, aiOptions, stateData, iteratorData); if (params) { - params.data[SUBCATEGORY_FACEMATCH].faceCollectionId = aiOptions.faceCollectionId; + params.data[FaceMatch].faceCollectionId = aiOptions.faceCollectionId; } return params; } makeParams(subcategory, aiOptions, stateData, iteratorData) { - return aiOptions[subcategory] - && { - ...stateData, - data: { - [subcategory]: { - ...iteratorData, - }, + if (!aiOptions[subcategory]) { + return undefined; + } + + let filterSettings; + if ((aiOptions.filters || {})[subcategory]) { + filterSettings = aiOptions.filters[subcategory]; + } + + return { + ...stateData, + data: { + [subcategory]: { + ...iteratorData, + filterSettings, }, - }; + }, + }; } makeIdentityComboParams(aiOptions, stateData, iteratorData) { @@ -175,32 +220,61 @@ class StatePrepareFrameDetectionIterators { }; } + makeAutoFaceIndexerParams(aiOptions, stateData, iteratorData) { + const combo = [ + this.makeCelebParams(aiOptions, stateData, iteratorData), + this.makeFaceMatchParams(aiOptions, stateData, iteratorData), + ].filter((x) => + (typeof x === 'object')); + + const data = combo + .reduce((a0, c0) => ({ + ...a0, + ...c0.data, + }), {}); + + let filterSettings; + if ((aiOptions.filters || {})[AutoFaceIndexer]) { + filterSettings = aiOptions.filters[AutoFaceIndexer]; + } + const autoFaceIndexer = { + filterSettings, + }; + + return { + ...stateData, + data: { + ...data, + [AutoFaceIndexer]: autoFaceIndexer, + }, + }; + } + async getFrameCaptureData(bucket, prefix) { const input = this.stateData.input; /* #1: get total frames to process */ let response; let numFrames = 0; - const s3 = new AWS.S3({ - apiVersion: '2006-03-01', - computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); do { - response = await s3.listObjectsV2({ - Bucket: bucket, - Prefix: prefix, - MaxKeys: 1000, - ContinuationToken: (response || {}).NextContinuationToken, - ExpectedBucketOwner: Environment.S3.ExpectedBucketOwner, - }).promise(); - numFrames += response.Contents.filter(x => - PATH.parse(x.Key).ext === '.jpg').length; + response = await CommonUtils.listObjects( + bucket, + prefix, + { + MaxKeys: 1000, + ContinuationToken: (response || {}).NextContinuationToken, + } + ); + + numFrames += response.Contents + .filter((x) => + PATH.parse(x.Key).ext === '.jpg') + .length; } while ((response || {}).NextContinuationToken); + if (!numFrames) { - throw new AnalysisError(`fail to find frame under ${prefix}`); + throw new M2CException(`fail to find frame under ${prefix}`); } + /* #2: get frame capture rate */ const framerate = input.framerate; const frameCaptureMode = (input.aiOptions || {}).frameCaptureMode; @@ -208,6 +282,7 @@ class StatePrepareFrameDetectionIterators { numerator, denominator, ] = FrameCaptureModeHelper.suggestFrameCaptureRate(framerate, frameCaptureMode); + return { numFrames, numerator, diff --git a/source/main/analysis/video/states/prepare-segment-detection/index.js b/source/main/analysis/video/states/prepare-segment-detection/index.js new file mode 100644 index 0000000..3bf9ea4 --- /dev/null +++ b/source/main/analysis/video/states/prepare-segment-detection/index.js @@ -0,0 +1,97 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const PATH = require('node:path'); +const { + StateData, + AnalysisError, + AnalysisTypes: { + Rekognition: { + Segment, + }, + }, + Environment: { + Rekognition: { + MinConfidence, + }, + }, + CommonUtils, +} = require('core-lib'); + +const SEGMENTS_JSON = `${Segment}.json`; +const SEGMENTS_ZIP = `${Segment}.zip`; + +class StatePrepareSegmentDetection { + constructor(stateData) { + if (!(stateData instanceof StateData)) { + throw new AnalysisError('stateData not StateData object'); + } + this.$stateData = stateData; + } + + get [Symbol.toStringTag]() { + return 'StatePrepareSegmentDetection'; + } + + get stateData() { + return this.$stateData; + } + + async process() { + const { + input: { + destination: { + bucket, + prefix, + }, + video: { + key, + }, + request: { + timestamp: requestTime, + }, + aiOptions: { + minConfidence = MinConfidence, + filters = {}, + }, + duration, + framerate, + }, + } = this.stateData; + + // clean up files from previous run... + let promises = []; + + promises.push(PATH.join(prefix, 'metadata', Segment, SEGMENTS_JSON)); + promises.push(PATH.join(prefix, 'vtt', Segment, SEGMENTS_JSON)); + promises.push(PATH.join(prefix, 'edt', Segment, SEGMENTS_ZIP)); + + promises = promises.map((_key) => + CommonUtils.deleteObject(bucket, _key) + .catch(() => + undefined)); + await Promise.all(promises); + + let filterSettings; + if (filters[Segment]) { + filterSettings = filters[Segment]; + } + + this.stateData.data[Segment] = { + bucket, + prefix, + key, + duration, + framerate, + requestTime, + minConfidence, + cursor: 0, + numOutputs: 0, + filterSettings, + }; + + return this.stateData; + } +} + +module.exports = StatePrepareSegmentDetection; diff --git a/source/main/analysis/video/states/prepare-video-detection-iterators/index.js b/source/main/analysis/video/states/prepare-video-detection-iterators/index.js index c8e93ad..5d5f43b 100644 --- a/source/main/analysis/video/states/prepare-video-detection-iterators/index.js +++ b/source/main/analysis/video/states/prepare-video-detection-iterators/index.js @@ -3,18 +3,28 @@ const { StateData, - AnalysisTypes, + AnalysisTypes: { + Rekognition: { + Celeb, + Face, + FaceMatch, + Label, + Moderation, + Person, + Segment, + Text, + }, + }, AnalysisError, + FrameCaptureMode, } = require('core-lib'); -const SUBCATEGORY_CELEB = AnalysisTypes.Rekognition.Celeb; -const SUBCATEGORY_FACE = AnalysisTypes.Rekognition.Face; -const SUBCATEGORY_FACEMATCH = AnalysisTypes.Rekognition.FaceMatch; -const SUBCATEGORY_LABEL = AnalysisTypes.Rekognition.Label; -const SUBCATEGORY_MODERATION = AnalysisTypes.Rekognition.Moderation; -const SUBCATEGORY_PERSON = AnalysisTypes.Rekognition.Person; -const SUBCATEGORY_SEGMENT = AnalysisTypes.Rekognition.Segment; -const SUBCATEGORY_TEXT = AnalysisTypes.Rekognition.Text; +const { + Statuses: { + NotStarted, + }, +} = StateData; + const ITERATORS = 'iterators'; const OPT_FRAMEBASED = 'framebased'; @@ -35,28 +45,45 @@ class StatePrepareVideoDetectionIterators { } async process() { - const input = this.stateData.input; - const bucket = input.destination.bucket; - const prefix = input.destination.prefix; - const key = input.video.key; - const aiOptions = input.aiOptions; + const { + input: { + uuid, + duration, + framerate, + aiOptions, + destination: { + bucket, + prefix, + }, + video: { + key, + }, + request: { + timestamp, + }, + }, + } = this.stateData; + const stateData = { - uuid: input.uuid, - status: StateData.Statuses.NotStarted, + uuid, + status: NotStarted, progress: 0, }; + const iteratorData = { bucket, prefix, key, - duration: input.duration, - framerate: input.framerate, - requestTime: input.request.timestamp, + duration, + framerate, + requestTime: timestamp, minConfidence: aiOptions.minConfidence, cursor: 0, numOutputs: 0, }; + const iterators = []; + if (!aiOptions[OPT_FRAMEBASED]) { iterators.splice(iterators.length, 0, ...[ this.makeCelebParams(aiOptions, stateData, iteratorData), @@ -80,55 +107,70 @@ class StatePrepareVideoDetectionIterators { } makeCelebParams(aiOptions, stateData, iteratorData) { - return this.makeParams(SUBCATEGORY_CELEB, aiOptions, stateData, iteratorData); + return this.makeParams(Celeb, aiOptions, stateData, iteratorData); } makeFaceParams(aiOptions, stateData, iteratorData) { - return this.makeParams(SUBCATEGORY_FACE, aiOptions, stateData, iteratorData); + return this.makeParams(Face, aiOptions, stateData, iteratorData); } makeFaceMatchParams(aiOptions, stateData, iteratorData) { - const params = this.makeParams(SUBCATEGORY_FACEMATCH, aiOptions, stateData, iteratorData); + const params = this.makeParams(FaceMatch, aiOptions, stateData, iteratorData); if (params) { - params.data[SUBCATEGORY_FACEMATCH].faceCollectionId = aiOptions.faceCollectionId; + params.data[FaceMatch].faceCollectionId = aiOptions.faceCollectionId; } return params; } makeLabelParams(aiOptions, stateData, iteratorData) { - return this.makeParams(SUBCATEGORY_LABEL, aiOptions, stateData, iteratorData); + return this.makeParams(Label, aiOptions, stateData, iteratorData); } makeModerationParams(aiOptions, stateData, iteratorData) { - return this.makeParams(SUBCATEGORY_MODERATION, aiOptions, stateData, iteratorData); + return this.makeParams(Moderation, aiOptions, stateData, iteratorData); } makePersonParams(aiOptions, stateData, iteratorData) { - return this.makeParams(SUBCATEGORY_PERSON, aiOptions, stateData, iteratorData); + return this.makeParams(Person, aiOptions, stateData, iteratorData); } makeSegmentParams(aiOptions, stateData, iteratorData) { - return this.makeParams(SUBCATEGORY_SEGMENT, aiOptions, stateData, iteratorData); + // if frame based analysis with dynamic frame mode is enabled, + // let the dynamic-frame-segmentation state machine to run segment detection + if (aiOptions[OPT_FRAMEBASED] + && aiOptions.frameCaptureMode === FrameCaptureMode.MODE_DYNAMIC_FPS) { + return undefined; + } + return this.makeParams(Segment, aiOptions, stateData, iteratorData); } makeTextParams(aiOptions, stateData, iteratorData) { - const params = this.makeParams(SUBCATEGORY_TEXT, aiOptions, stateData, iteratorData); + const params = this.makeParams(Text, aiOptions, stateData, iteratorData); if (params) { - params.data[SUBCATEGORY_TEXT].textROI = aiOptions.textROI; + params.data[Text].textROI = aiOptions.textROI; } return params; } makeParams(subcategory, aiOptions, stateData, iteratorData) { - return aiOptions[subcategory] - && { - ...stateData, - data: { - [subcategory]: { - ...iteratorData, - }, + if (!aiOptions[subcategory]) { + return undefined; + } + + let filterSettings; + if ((aiOptions.filters || {})[subcategory]) { + filterSettings = aiOptions.filters[subcategory]; + } + + return { + ...stateData, + data: { + [subcategory]: { + ...iteratorData, + filterSettings, }, - }; + }, + }; } } diff --git a/source/main/analysis/video/states/select-segment-frames/index.js b/source/main/analysis/video/states/select-segment-frames/index.js new file mode 100644 index 0000000..1868670 --- /dev/null +++ b/source/main/analysis/video/states/select-segment-frames/index.js @@ -0,0 +1,168 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const PATH = require('node:path'); +const { + StateData, + AnalysisError, + CommonUtils, +} = require('core-lib'); +const SelectionHelper = require('./selectionHelper'); + +const FRAMESEGMENTATION = 'framesegmentation'; +const FRAMECAPTURE_OUTPUT_GROUP = 'frameCapture'; +const JSON_FRAME_HASH = 'frameHash.json'; +const JSON_FRAMESEGMENTATION = `${FRAMESEGMENTATION}.json`; + +class StateSelectSegmentFrames { + constructor(stateData) { + if (!(stateData instanceof StateData)) { + throw new AnalysisError('stateData not StateData object'); + } + this.$stateData = stateData; + + const { + input: { + aiOptions: { + filters = {}, + }, + }, + } = stateData; + _setFilterSettings(filters[FRAMESEGMENTATION]); + } + + get [Symbol.toStringTag]() { + return 'StateSelectSegmentFrames'; + } + + get stateData() { + return this.$stateData; + } + + async downloadShotSegments() { + const { + input: { + destination: { + bucket, + }, + }, + data: { + segment, + }, + } = this.stateData; + + if ((segment || {}).output === undefined) { + return undefined; + } + + let mapFile = segment.output; + mapFile = await CommonUtils.download(bucket, mapFile) + .then((res) => + JSON.parse(res)); + + const prefix = PATH.parse(segment.output).dir; + const segments = PATH.join(prefix, mapFile.file); + + return CommonUtils.download(bucket, segments) + .then((res) => + JSON.parse(res)); + } + + async downloadFrameHashJson() { + const { + input: { + destination: { + bucket, + }, + video: { + key: videoKey, + }, + }, + } = this.stateData; + + const prefix = PATH.join( + PATH.parse(videoKey).dir, + '..', + FRAMECAPTURE_OUTPUT_GROUP + ); + const frameHashes = PATH.join(prefix, JSON_FRAME_HASH); + + return CommonUtils.download(bucket, frameHashes) + .then((res) => + JSON.parse(res)); + } + + async process() { + try { + const t0 = Date.now(); + + const promises = []; + + promises.push(this.downloadFrameHashJson()); + // optional shot segment results + promises.push(this.downloadShotSegments() + .catch(() => + undefined)); + + const [ + frameHashes, + segments, + ] = await Promise.all(promises); + + const framesExtracted = frameHashes.length; + + const frameSegmentation = SelectionHelper.selectFrames( + frameHashes, + segments + ); + + console.log(`[INFO]: StateSelectSegmentFrames.process: ${frameSegmentation.length} out of ${framesExtracted}`); + + const { + input: { + destination: { + bucket, + }, + video: { + key: videoKey, + }, + }, + data, + } = this.stateData; + + const prefix = PATH.join( + PATH.parse(videoKey).dir, + '..', + FRAMECAPTURE_OUTPUT_GROUP + ); + + await CommonUtils.uploadFile( + bucket, + prefix, + JSON_FRAMESEGMENTATION, + frameSegmentation + ); + + data[FRAMESEGMENTATION] = { + startTime: t0, + endTime: Date.now(), + key: PATH.join(prefix, JSON_FRAMESEGMENTATION), + framesExtracted, + framesAnalyzed: frameSegmentation.length, + }; + + this.stateData.setCompleted(); + + return this.stateData; + } catch (e) { + console.error(e); + throw e; + } + } +} + +function _setFilterSettings(userFilterSettings) { + return undefined; +} + +module.exports = StateSelectSegmentFrames; diff --git a/source/main/analysis/video/states/select-segment-frames/selectionHelper.js b/source/main/analysis/video/states/select-segment-frames/selectionHelper.js new file mode 100644 index 0000000..62f7991 --- /dev/null +++ b/source/main/analysis/video/states/select-segment-frames/selectionHelper.js @@ -0,0 +1,439 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const Jimp = require('jimp'); + +// ColorBars | EndCredits | BlackFrames | OpeningCredits | StudioLogo | Slate | Content +const TYPE_STEADY = ['ColorBars', 'BlackFrames', 'StudioLogo', 'Slate']; +const TYPE_CREDITS = ['EndCredits']; +const TYPE_OPENING = ['OpeningCredits']; +const TYPE_CONTENT = ['Content']; +const HAMMING_DISTANCE_THRESHOLD = 0.85; +const SPLIT_INTERVAL = 2 * 60 * 1000; // 2min +const SAMPLING_INTERVAL = 3 * 1000; // 3s +const SCAN_MODE = { + Forward: 0, + Backward: 1, +}; +const KNOWN_HASHES = [ + '00000000000', // BlackFrames + '820w820w800', // EBU Color Bars +]; + +class SelectionHelper { + static selectFrames(frameHashes, segments) { + let selected = []; + + if (segments !== undefined) { + selected = _withShotSegment(frameHashes, segments); + } else { + selected = _withHammingDistance(frameHashes); + } + + return selected; + } +} + +function _withShotSegment(frameHashes, segments) { + const technicalCues = []; + const shotSegments = []; + + // split technical cues and shots + segments.Segments + .forEach((segment) => { + if (segment.Type === 'TECHNICAL_CUE') { + technicalCues.push(segment); + } else if (segment.Type === 'SHOT') { + shotSegments.push(segment); + } + }); + + let selected = []; + let shotIdx = 0; + + for (let i = 0; i < technicalCues.length; i += 1) { + const technicalCue = technicalCues[i]; + + if (technicalCue.ShotSegmentRange && !technicalCue.PartialShotSegment) { + const [min, max] = technicalCue.ShotSegmentRange; + + while (shotIdx < shotSegments.length) { + const shotSegment = shotSegments[shotIdx]; + + if (shotSegment.ShotSegment.Index > max) { + break; + } + + if (shotSegment.ShotSegment.Index < min) { + shotIdx += 1; + continue; + } + + const selectedFrames = _selectFromShotSegment( + shotSegment, + frameHashes, + technicalCue.TechnicalCueSegment.Type + ); + + if (selectedFrames.length > 0) { + selected = selected + .concat(selectedFrames); + } + + shotIdx += 1; + } + } + } + + // special case: unknown type shot segments + if ((segments.UnknownSegments || []).length > 0) { + console.log(`[INFO]: found ${segments.UnknownSegments.length} unknown shot segments.`); + + segments.UnknownSegments + .forEach((idx) => { + const shotSegment = shotSegments + .find((x) => + x.ShotSegment.Index === idx); + + if (shotSegment) { + const extra = _selectFromUnknownShotSegment( + shotSegment, + frameHashes + ); + + if (extra.length > 0) { + selected = selected.concat(extra); + } + } + }); + } + + selected + .sort((a, b) => + a.timestamp - b.timestamp); + + return selected; +} + +function _withHammingDistance(frameHashes) { + let selected = []; + + if (frameHashes.length === 0) { + selected = _selectNone(frameHashes); + } else if (frameHashes.length < 2) { + selected = _selectByLaplacian(frameHashes, 1); + } else { + const interval = frameHashes[1].timestamp - frameHashes[0].timestamp; + const numItems = Math.floor(SPLIT_INTERVAL / interval); + const maxFrames = Math.max( + Math.round(SPLIT_INTERVAL / SAMPLING_INTERVAL), + 1 + ); + + while (frameHashes.length > 0) { + const frames = frameHashes + .splice(0, numItems); + + const scanned = _selectByScanning(frames, maxFrames); + + selected = selected + .concat(scanned); + } + } + + return selected; +} + +function _selectFromShotSegment( + shotSegment, + frameHashes, + technicalCueType +) { + const { + StartTimestampMillis: ssta, + EndTimestampMillis: send, + ShotSegment: { + Index: shotIdx, + }, + FrameRange: frameRange, + } = shotSegment; + + const shotSegmentFrames = _framesInRange(frameHashes, frameRange); + + let selected = []; + + // #1: too short of the segment, skip frame + // #2: short segment or irrelevant type such as BlackFrames, return 1 frame only + // #3: for end credits, fixed rate of 3s + // #4: content / opening + if (shotSegmentFrames.length < 2) { + selected = _selectNone(shotSegmentFrames); + } else if (shotSegmentFrames.length <= 3 || TYPE_STEADY.includes(technicalCueType)) { + selected = _selectByLaplacian(shotSegmentFrames, 1); + } else if (TYPE_CREDITS.includes(technicalCueType)) { + selected = _selectByFixedRate(shotSegmentFrames, SAMPLING_INTERVAL); + } else if (TYPE_OPENING.includes(technicalCueType) || TYPE_CONTENT.includes(technicalCueType)) { + // budget frames to atmost 1 frame every 3 seconds + const maxFrames = Math.max( + Math.round((send - ssta) / SAMPLING_INTERVAL), + 1 + ); + + selected = _selectByScanning(shotSegmentFrames, maxFrames); + } else { + console.log(`[INFO]: [#${shotIdx}]: ${technicalCueType}: not supported`); + } + + selected + .forEach((x) => { + x.shotIdx = shotIdx; + x.technicalCueType = technicalCueType; + }); + + return selected; +} + +function _selectFromUnknownShotSegment( + shotSegment, + frameHashes +) { + const { + StartTimestampMillis: ssta, + EndTimestampMillis: send, + ShotSegment: { + Index: shotIdx, + }, + FrameRange: frameRange, + } = shotSegment; + + const shotSegmentFrames = _framesInRange(frameHashes, frameRange); + + const maxFrames = Math.max( + Math.round((send - ssta) / SAMPLING_INTERVAL), + 1 + ); + + const selected = _selectByScanning(shotSegmentFrames, maxFrames); + + selected + .forEach((x) => { + x.shotIdx = shotIdx; + x.technicalCueType = 'undefined'; + }); + + return selected; +} + +function _framesInRange(frameHashes, range = []) { + const frames = []; + + const [min, max] = range; + if ( + (typeof min !== 'undefined') && + (typeof max !== 'undefined') + ) { + for (let i = min; i <= max; i += 1) { + const frame = frameHashes[i]; + + if (frame !== undefined) { + frames.push(frame); + } + } + } + + return frames; +} + +function _selectNone(frames) { + return []; +} + +function _selectByFixedRate(frames, sampling = SAMPLING_INTERVAL) { + if (frames.length === 0) { + return []; + } + + if (frames.length < 2) { + return [ + frames[0], + ]; + } + + const selected = []; + + let prev = frames[0]; + selected.push(prev); + + for (let i = 1; i < frames.length; i += 1) { + const cur = frames[i]; + + if ((cur.timestamp - prev.timestamp) >= sampling) { + selected.push(cur); + prev = cur; + } + } + + return selected; +} + +function _selectByLaplacian(frames, numItems = 1) { + frames + .sort((a, b) => + b.laplacian - a.laplacian); + + return frames.splice(0, numItems); +} + +function _selectByScanning(frames, maxFrames) { + let selected = []; + + const stats = _computeStatistics(frames + .map((x) => + x.laplacian)); + + const startIdx = stats.maxIdx; + if (startIdx < 0) { + return selected; + } + + selected.push(frames[startIdx]); + + let scanned = _scanFrames(frames, startIdx, SCAN_MODE.Forward); + selected = selected.concat(scanned); + + scanned = _scanFrames(frames, startIdx, SCAN_MODE.Backward); + selected = scanned.concat(selected); + + if (selected.length > maxFrames) { + const len = selected.length; + + selected + .sort((a, b) => + b.laplacian - a.laplacian); + + selected = selected + .slice(0, maxFrames); + + selected + .sort((a, b) => + a.timestamp - b.timestamp); + + console.log(`[INFO]: _selectByScanning: ${selected.length} / ${len} [dropping ${len - selected.length} frames]`); + } + + return selected; +} + +function _scanFrames(frames, startIdx, mode, distance = HAMMING_DISTANCE_THRESHOLD) { + const selected = []; + + let prev = frames[startIdx]; + if (mode === SCAN_MODE.Forward) { + if (startIdx >= (frames.length - 1)) { + return selected; + } + + for (let i = startIdx + 1; i < frames.length; i += 1) { + const cur = frames[i]; + + const _distance = _compareHash(prev.hash, cur.hash); + if (_distance > distance) { + selected.push(cur); + prev = cur; + } + } + return selected; + } + + if (startIdx === 0) { + return selected; + } + + for (let i = startIdx - 1; i >= 0; i -= 1) { + const cur = frames[i]; + + const _distance = _compareHash(prev.hash, cur.hash); + if (_distance > distance) { + selected.push(cur); + prev = cur; + } + } + + return selected; +} + +function _compareHash(hash1, hash2) { + if ( + (typeof hash1 === 'undefined') || + (typeof hash2 === 'undefined') + ) { + return 0; + } + + // filter out blackframe and EBU colorbars + for (let i = 0; i < KNOWN_HASHES.length; i += 1) { + const dist = Math.round( + Math.abs( + Jimp.compareHashes(hash2, KNOWN_HASHES[i]) * 100 + ) + ); + + if (dist < 10) { + return 0; + } + } + + return Jimp.compareHashes(hash1, hash2); +} + +function _computeStatistics(items = [], withSD = false) { + let max = Number.MIN_SAFE_INTEGER; + let min = Number.MAX_SAFE_INTEGER; + let maxIdx = -1; + let minIdx = -1; + let sum = 0; + let mean = 0; + let sd = 0; + + for (let i = 0; i < items.length; i += 1) { + if (items[i] > max) { + max = items[i]; + maxIdx = i; + } + + if (items[i] < min) { + min = items[i]; + minIdx = i; + } + + sum += items[i]; + } + + if (items.length === 0) { + mean = sum; + } else { + mean = sum / items.length; + } + + const stats = { + max, + min, + sum, + mean, + minIdx, + maxIdx, + }; + + if (withSD && items.length > 1) { + items.forEach((x) => { + sd += (x - mean) ** 2; + }); + + sd = (sd / (items.length - 1)) ** 0.5; + stats.sd = sd; + } + + return stats; +} + +module.exports = SelectionHelper; diff --git a/source/main/analysis/video/states/start-detection-iterator/index.js b/source/main/analysis/video/states/start-detection-iterator/index.js index 119190a..24220f5 100644 --- a/source/main/analysis/video/states/start-detection-iterator/index.js +++ b/source/main/analysis/video/states/start-detection-iterator/index.js @@ -3,8 +3,20 @@ const { StateData, - AnalysisError, - AnalysisTypes, + M2CException, + AnalysisTypes: { + Rekognition: { + Celeb, + Face, + FaceMatch, + Label, + Moderation, + Person, + Segment, + Text, + CustomLabel, + }, + }, } = require('core-lib'); const StartCelebIterator = require('./iterators/start-celeb'); const StartFaceIterator = require('./iterators/start-face'); @@ -16,20 +28,10 @@ const StartSegmentIterator = require('./iterators/start-segment'); const StartTextIterator = require('./iterators/start-text'); const StartCustomLabelIterator = require('./iterators/start-custom-label'); -const SUBCATEGORY_CELEB = AnalysisTypes.Rekognition.Celeb; -const SUBCATEGORY_FACE = AnalysisTypes.Rekognition.Face; -const SUBCATEGORY_FACEMATCH = AnalysisTypes.Rekognition.FaceMatch; -const SUBCATEGORY_LABEL = AnalysisTypes.Rekognition.Label; -const SUBCATEGORY_MODERATION = AnalysisTypes.Rekognition.Moderation; -const SUBCATEGORY_PERSON = AnalysisTypes.Rekognition.Person; -const SUBCATEGORY_SEGMENT = AnalysisTypes.Rekognition.Segment; -const SUBCATEGORY_TEXT = AnalysisTypes.Rekognition.Text; -const SUBCATEGORY_CUSTOMLABEL = AnalysisTypes.Rekognition.CustomLabel; - class StateStartDetectionIterator { constructor(stateData) { if (!(stateData instanceof StateData)) { - throw new AnalysisError('stateData not StateData object'); + throw new M2CException('stateData not StateData object'); } this.$stateData = stateData; } @@ -43,43 +45,39 @@ class StateStartDetectionIterator { } async process() { - const data = this.stateData.data; + const { + data, + } = this.stateData; + let iterator; - if (data[SUBCATEGORY_CELEB]) { + if (data[Celeb]) { iterator = new StartCelebIterator(this.stateData); - } - else if (data[SUBCATEGORY_FACE]) { + } else if (data[Face]) { iterator = new StartFaceIterator(this.stateData); - } - else if (data[SUBCATEGORY_FACEMATCH]) { + } else if (data[FaceMatch]) { iterator = new StartFaceMatchIterator(this.stateData); - } - else if (data[SUBCATEGORY_LABEL]) { + } else if (data[Label]) { iterator = new StartLabelIterator(this.stateData); - } - else if (data[SUBCATEGORY_MODERATION]) { + } else if (data[Moderation]) { iterator = new StartModerationIterator(this.stateData); - } - else if (data[SUBCATEGORY_PERSON]) { + } else if (data[Person]) { iterator = new StartPersonIterator(this.stateData); - } - else if (data[SUBCATEGORY_SEGMENT]) { + } else if (data[Segment]) { iterator = new StartSegmentIterator(this.stateData); - } - else if (data[SUBCATEGORY_TEXT]) { + } else if (data[Text]) { iterator = new StartTextIterator(this.stateData); - } - else if (data[SUBCATEGORY_CUSTOMLABEL]) { + } else if (data[CustomLabel]) { iterator = new StartCustomLabelIterator(this.stateData); + } else { + const message = `iterator for ${Object.keys(data).join(', ')} not supported`; + console.error( + 'ERR:', + 'StateStartDetectionIterator.process:', + message + ); + throw M2CException(message); } - else { - iterator = undefined; - } - if (!iterator) { - const e = `iterator '${Object.keys(data).join(',')}' not impl`; - console.error(e); - throw new AnalysisError(e); - } + return iterator.process(); } } diff --git a/source/main/analysis/video/states/start-detection-iterator/iterators/start-custom-label/index.js b/source/main/analysis/video/states/start-detection-iterator/iterators/start-custom-label/index.js index f5a5d52..50afeec 100644 --- a/source/main/analysis/video/states/start-detection-iterator/iterators/start-custom-label/index.js +++ b/source/main/analysis/video/states/start-detection-iterator/iterators/start-custom-label/index.js @@ -1,20 +1,18 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + RekognitionClient, + DescribeProjectVersionsCommand, + ResourceNotFoundException, +} = require('@aws-sdk/client-rekognition'); const PATH = require('path'); const { CommonUtils, AnalysisTypes, - AnalysisError, Environment, + xraysdkHelper, + retryStrategyHelper, } = require('core-lib'); const { BacklogClient, @@ -32,11 +30,8 @@ const RUNNABLE_STATUS = [ 'STOPPING', 'STOPPED', ]; -const NON_RUNNABLE_STATUS = [ - 'TRAINING_FAILED', - 'FAILED', - 'DELETING', -]; + +const CUSTOM_USER_AGENT = Environment.Solution.Metrics.CustomUserAgent; class StartCustomLabelIterator extends BaseStartDetectionIterator { constructor(stateData) { @@ -82,15 +77,9 @@ class StartCustomLabelIterator extends BaseStartDetectionIterator { makeRawDataPrefix(subCategory) { const data = this.stateData.data[subCategory]; const timestamp = CommonUtils.toISODateTime(data.requestTime); - return PATH.join( - data.prefix, - 'raw', - timestamp, - CATEGORY, - subCategory, - data[CUSTOMLABEL_MODELS], - '/' - ); + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + return PATH.join(data.prefix, 'raw', timestamp, CATEGORY, subCategory, data[CUSTOMLABEL_MODELS], '/'); } async bestMatchProjectVersion(model) { @@ -98,27 +87,36 @@ class StartCustomLabelIterator extends BaseStartDetectionIterator { const projectArn = (model.indexOf('arn:aws:rekognition:') !== 0) ? `arn:aws:rekognition:${process.env.AWS_REGION}:${this.stateData.accountId}:project/${model}` : model; - const projectVersions = []; - const rekog = new AWS.Rekognition({ - apiVersion: '2016-06-27', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); + let projectVersions = []; + do { - response = await rekog.describeProjectVersions({ + const rekognitionClient = xraysdkHelper(new RekognitionClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new DescribeProjectVersionsCommand({ ProjectArn: projectArn, NextToken: (response || {}).NextToken, - }).promise(); - projectVersions.splice(projectVersions.length, 0, ...response.ProjectVersionDescriptions); + }); + + response = await rekognitionClient.send(command); + + projectVersions = projectVersions.concat(response.ProjectVersionDescriptions); } while ((response || {}).NextToken); + /* filter runnable models and sort by creation date */ - const bestMatch = projectVersions.filter(x => - RUNNABLE_STATUS.indexOf(x.Status) >= 0) + const bestMatch = projectVersions + .filter((x) => + RUNNABLE_STATUS.includes(x.Status)) .sort((a, b) => new Date(b.CreationTimestamp) - new Date(a.CreationTimestamp)) .shift(); + if (!bestMatch) { - throw new AnalysisError(`fail to find runnable project version for ${projectArn}`); + throw new ResourceNotFoundException(`fail to find runnable project version for ${projectArn}`); } + return { projectArn, projectVersionArn: bestMatch.ProjectVersionArn, diff --git a/source/main/analysis/video/states/start-detection-iterator/iterators/start-segment/index.js b/source/main/analysis/video/states/start-detection-iterator/iterators/start-segment/index.js index 128d46e..a06eb0f 100644 --- a/source/main/analysis/video/states/start-detection-iterator/iterators/start-segment/index.js +++ b/source/main/analysis/video/states/start-detection-iterator/iterators/start-segment/index.js @@ -2,21 +2,42 @@ // SPDX-License-Identifier: Apache-2.0 const { - AnalysisTypes, + AnalysisTypes: { + Rekognition: { + Segment, + }, + }, } = require('core-lib'); const { - BacklogClient, + BacklogClient: { + RekognitionBacklogJob, + }, } = require('service-backlog-lib'); const BaseStartDetectionIterator = require('../shared/baseStartDetectionIterator'); -const SUBCATEGORY = AnalysisTypes.Rekognition.Segment; +const MINCONFIDENCE = 55; +const DEFAULT_FILTER_SETTINGS = { + BlackFrame: { + MaxPixelThreshold: 0.1, // default is 0.2 + MinCoveragePercentage: 99.5, // default is 99% + }, +}; + +let FilterSettings = DEFAULT_FILTER_SETTINGS; class StartSegmentIterator extends BaseStartDetectionIterator { constructor(stateData) { - super(stateData, SUBCATEGORY); - const backlog = new BacklogClient.RekognitionBacklogJob(); + super(stateData, Segment); + const backlog = new RekognitionBacklogJob(); this.$func = backlog.startSegmentDetection.bind(backlog); - const data = stateData.data[SUBCATEGORY]; + const minConfidence = MINCONFIDENCE; // data.minConfidence; + + const { + data, + } = stateData; + + _setFilterSettings((data[Segment] || {}).filterSettings); + this.$paramOptions = { SegmentTypes: [ 'TECHNICAL_CUE', @@ -24,10 +45,11 @@ class StartSegmentIterator extends BaseStartDetectionIterator { ], Filters: { ShotFilter: { - MinSegmentConfidence: data.minConfidence, + MinSegmentConfidence: minConfidence, }, TechnicalCueFilter: { - MinSegmentConfidence: data.minConfidence, + MinSegmentConfidence: minConfidence, + ...FilterSettings, }, }, }; @@ -38,4 +60,43 @@ class StartSegmentIterator extends BaseStartDetectionIterator { } } +function _setFilterSettings(userFilterSettings = {}) { + try { + const { + maxPixelThreshold = 0.15, + minCoveragePercentage = 98, + } = userFilterSettings; + + let _maxPixelThreshold = Number(maxPixelThreshold); + let _minCoveragePercentage = Number(minCoveragePercentage); + + if ( + Number.isNaN(_maxPixelThreshold) || + Number.isNaN(_minCoveragePercentage) + ) { + return; + } + + _maxPixelThreshold = Math.min( + Math.max(_maxPixelThreshold, 0), + 0.99 + ); + + _minCoveragePercentage = Math.min( + Math.max(_minCoveragePercentage, 0), + 100 + ); + + // apply user defined settings + FilterSettings = { + BlackFrame: { + MaxPixelThreshold: _maxPixelThreshold, + MinCoveragePercentage: _minCoveragePercentage, + }, + }; + } catch (e) { + // do nothing + } +} + module.exports = StartSegmentIterator; diff --git a/source/main/automation/error-handler/index.js b/source/main/automation/error-handler/index.js index ab40a3e..299040e 100644 --- a/source/main/automation/error-handler/index.js +++ b/source/main/automation/error-handler/index.js @@ -1,27 +1,26 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + SFNClient, + GetExecutionHistoryCommand, +} = require('@aws-sdk/client-sfn'); const { Environment, StateData, IotStatus, SNS, DB, + xraysdkHelper, + retryStrategyHelper, + M2CException, } = require('core-lib'); const REQUIRED_ENVS = [ 'ENV_SOLUTION_ID', 'ENV_RESOURCE_PREFIX', 'ENV_SOLUTION_UUID', - 'ENV_ANONYMIZED_USAGE', + 'ENV_ANONYMOUS_USAGE', 'ENV_IOT_HOST', 'ENV_IOT_HOST', 'ENV_SNS_TOPIC_ARN', @@ -34,27 +33,35 @@ const FAILED_STATUSES = [ 'TimeOut', ]; +const CUSTOM_USER_AGENT = Environment.Solution.Metrics.CustomUserAgent; + exports.handler = async (event, context) => { async function getExecutionError(arn) { - const step = new AWS.StepFunctions({ - apiVersion: '2016-11-23', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - }); - let response; - let executions; + let executions = []; do { - response = await step.getExecutionHistory({ + const stepfunctionClient = xraysdkHelper(new SFNClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new GetExecutionHistoryCommand({ executionArn: arn, maxResults: 20, reverseOrder: true, nextToken: (response || {}).nextToken, - }).promise().catch(() => undefined); + }); + + response = await stepfunctionClient.send(command) + .catch(() => + undefined); + + executions = ((response || {}).events || []) + .filter((x) => + FAILED_STATUSES.findIndex((x0) => + x.type.indexOf(x0) >= 0) >= 0); + } while ((response || {}).nextToken && executions.length === 0); - executions = response.events.filter(x => - FAILED_STATUSES.findIndex(x0 => - x.type.indexOf(x0) >= 0) >= 0); - } while ((response || {}).nextToken && !executions); return executions; } @@ -85,11 +92,11 @@ exports.handler = async (event, context) => { try { console.log(`event = ${JSON.stringify(event, null, 2)}; context = ${JSON.stringify(context, null, 2)};`); if (!event.detail) { - throw new Error('event.detail is missing. Cannot handle this error. exiting...'); + throw new M2CException('event.detail is missing. Cannot handle this error. exiting...'); } const missing = REQUIRED_ENVS.filter(x => process.env[x] === undefined); if (missing.length) { - throw new Error(`missing enviroment variables, ${missing.join(', ')}`); + throw new M2CException(`missing enviroment variables, ${missing.join(', ')}`); } const executions = await getExecutionError(event.detail.executionArn); let message = parseExecutionError(event.detail.executionArn, executions) @@ -105,17 +112,11 @@ exports.handler = async (event, context) => { const stateMachine = event.detail.executionArn.split(':')[6]; const uuid = input.uuid || (input.input || {}).uuid; const overallStatus = StateData.Statuses.Error; - let status; - switch (stateMachine) { - case Environment.StateMachines.Ingest: - status = StateData.Statuses.IngestError; - break; - case Environment.StateMachines.Analysis: - status = StateData.Statuses.AnalysisError; - break; - default: - status = StateData.Statuses.Error; - } + const status = (stateMachine === Environment.StateMachines.Ingest) + ? StateData.Statuses.IngestError + : (stateMachine === Environment.StateMachines.Analysis) + ? StateData.Statuses.AnalysisError + : StateData.Statuses.Error; if (uuid) { /* update status */ diff --git a/source/main/automation/error-handler/jest.config.js b/source/main/automation/error-handler/jest.config.js index ea7e24a..274ec67 100644 --- a/source/main/automation/error-handler/jest.config.js +++ b/source/main/automation/error-handler/jest.config.js @@ -1,6 +1,5 @@ module.exports = { - setupTestFrameworkScriptFile: 'tests/setup.js', - transform: { + transform: { '^.+\\.jsx?$': 'babel-jest', }, roots: [''], diff --git a/source/main/automation/error-handler/package-lock.json b/source/main/automation/error-handler/package-lock.json index 493f1d0..fb6c05a 100644 --- a/source/main/automation/error-handler/package-lock.json +++ b/source/main/automation/error-handler/package-lock.json @@ -1,8798 +1,41 @@ { "name": "m2c-error-handler", - "version": "1.0.0", - "lockfileVersion": 2, + "version": "2.0.0", + "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "m2c-error-handler", - 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} - }, - "yargs-parser": { - "version": "21.1.1", - "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz", - "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==", - "dev": true - }, - "yocto-queue": { - "version": "0.1.0", - "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz", - "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==", - "dev": true + "node_modules/core-lib": { + "resolved": "../../../layers/core-lib", + "link": true } } } diff --git a/source/main/automation/error-handler/package.json b/source/main/automation/error-handler/package.json index 29db064..b83e4d0 100644 --- a/source/main/automation/error-handler/package.json +++ b/source/main/automation/error-handler/package.json @@ -1,6 +1,6 @@ { "name": "m2c-error-handler", - "version": "1.0.0", + "version": "2.0.0", "description": "media2cloud state machine error handler", "main": "index.js", "private": true, @@ -9,18 +9,12 @@ "test": "jest --coverage --coverageDirectory=../../../coverage", "build:clean": "rm -rf dist && mkdir -p dist", "build:copy": "cp -rv index*.js package.json dist/", - "build:install": "cd dist && npm install --omit=dev --omit=optional", + "build:install": "cd dist && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" }, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, + "author": "aws-mediaent-solutions", "devDependencies": { - "core-lib": "file:../../../layers/core-lib", - "@babel/plugin-transform-modules-commonjs": "^7.19.6", - "jest": "^29.3.1" - }, - "license": "Apache-2.0" + "core-lib": "file:../../../layers/core-lib" + } } diff --git a/source/main/automation/s3event/README.md b/source/main/automation/s3event/README.md index ccdce7b..5c079ce 100644 --- a/source/main/automation/s3event/README.md +++ b/source/main/automation/s3event/README.md @@ -1,8 +1,8 @@ # Amazon S3 Event Notification (Automation) -Media2Cloud guidance allows you to direct upload media files to the Amazon S3 ingest bucket and automatically triggers the ingest and analysis processes. +Media2Cloud solution allows you to direct upload media files to the Amazon S3 ingest bucket and automatically triggers the ingest and analysis processes. -The guidance configures an Amazon S3 Event Notification of the ingest bucket to invoke an AWS Lambda function (main-s3event) when a new object is created. The lambda function invokes the Main state machine if certain criteria are met. +The solution configures an Amazon S3 Event Notification of the ingest bucket to invoke an AWS Lambda function (main-s3event) when a new object is created. The lambda function invokes the Main state machine if certain criteria are met. ![S3 Event Notification](../../../../deployment/tutorials/images/main-s3event.png) @@ -11,7 +11,7 @@ __ ## AWS Lambda function (main-s3event) The main-s3event lambda function checks the following criteria: * ```Object size``` must be greater than zero bytes (to filter out folder) -* ```webupload``` object metadata must not be defined. The ```webupload``` metadata, an indicator to differentiate how the media file is uploaded to, is only being set when the media file is uploaded through the guidance web user interface. +* ```webupload``` object metadata must not be defined. The ```webupload``` metadata, an indicator to differentiate how the media file is uploaded to, is only being set when the media file is uploaded through the solution web user interface. * ```Magic number``` and ```mime type``` of the media file must be image, video, audio, or document (to filter out unsupported file type). If the criteria are met, the lambda function generates an UUID and starts the Main State Machine execution to process the request. diff --git a/source/main/automation/s3event/index.js b/source/main/automation/s3event/index.js index afbf6e6..2eb3343 100644 --- a/source/main/automation/s3event/index.js +++ b/source/main/automation/s3event/index.js @@ -1,20 +1,20 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + SFNClient, + StartExecutionCommand, +} = require('@aws-sdk/client-sfn'); const PATH = require('path'); const CRYPTO = require('crypto'); const OS = require('os'); const FS = require('fs/promises'); const { CommonUtils, + MimeTypeHelper, + xraysdkHelper, + retryStrategyHelper, + M2CException, } = require('core-lib'); const { FileMagic, @@ -23,38 +23,28 @@ const { const PROXY_BUCKET = process.env.ENV_PROXY_BUCKET; const RESOURCE_PREFIX = process.env.ENV_RESOURCE_PREFIX; -const CUSTOM_USER_AGENT = process.env.ENV_CUSTOM_USER_AGENT; -const EXPECTED_BUCKET_OWNER = process.env.ENV_EXPECTED_BUCKET_OWNER; - const MIME_MAJOR_TYPES = [ 'video', 'audio', 'image', ]; - const MIME_MINOR_TYPES = [ 'pdf', 'mxf', 'gxf', ]; -function getS3Instance() { - return new AWS.S3({ - apiVersion: '2006-03-01', - computeChecksums: true, - signatureVersion: 'v4', - s3DisableBodySigning: false, - customUserAgent: CUSTOM_USER_AGENT, - }); -} +const CUSTOM_USER_AGENT = process.env.ENV_CUSTOM_USER_AGENT; function randomGenerateUuid() { const random = CRYPTO.randomBytes(16).toString('hex'); const matched = random.match(/([0-9a-fA-F]{8})([0-9a-fA-F]{4})([0-9a-fA-F]{4})([0-9a-fA-F]{4})([0-9a-fA-F]{12})/); if (!matched) { - throw new Error(`failed to generate UUID from '${random}'`); + throw new M2CException(`failed to generate UUID from '${random}'`); } + matched.shift(); + return matched.join('-').toLowerCase(); } @@ -67,11 +57,9 @@ function makeSafePrefix(uuid, key) { safeKey = safeKey.slice(1); } const parsed = PATH.parse(safeKey); - return PATH.join( - uuid, - parsed.dir, - '/' - ); + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + return PATH.join(uuid, parsed.dir, '/'); } async function getMagicInstance() { @@ -94,15 +82,12 @@ async function getMagicInstance() { } async function readBytes(bucket, key, byteLength = 512) { - const s3 = getS3Instance(); - return s3.getObject({ - Bucket: bucket, - Key: key, - Range: `bytes=0-${byteLength}`, - ExpectedBucketOwner: EXPECTED_BUCKET_OWNER, - }).promise() - .then((res) => - res.Body); + return CommonUtils.getByteRange( + bucket, + key, + 0, + byteLength + ); } async function runMagic(magic, buf) { @@ -141,29 +126,36 @@ function typeSupported(mime) { if (!mime) { return false; } - const parsed = mime.split(';').shift().trim(); + + const parsed = mime + .split(';') + .shift() + .trim(); + const [ type, subtype, - ] = parsed.split('/').map((x) => - x.toLowerCase()); + ] = parsed + .split('/') + .map((x) => + x.toLowerCase()); - return ((MIME_MAJOR_TYPES.indexOf(type) >= 0) - || (MIME_MINOR_TYPES.indexOf(subtype) >= 0)); + return MIME_MAJOR_TYPES.includes(type) + || MIME_MINOR_TYPES.includes(subtype); } exports.handler = async (event, context) => { console.log(`event = ${JSON.stringify(event, null, 2)}\ncontext = ${JSON.stringify(context, null, 2)}`); try { if (!PROXY_BUCKET) { - throw new Error('PROXY_BUCKET not specified'); + throw new M2CException('PROXY_BUCKET not specified'); } if (!RESOURCE_PREFIX) { - throw new Error('RESOURCE_PREFIX not specified'); + throw new M2CException('RESOURCE_PREFIX not specified'); } const accountId = context.invokedFunctionArn.split(':')[4]; if (!accountId) { - throw new Error('accountId not found'); + throw new M2CException('accountId not found'); } const bucket = event.detail.bucket.name; @@ -177,17 +169,11 @@ exports.handler = async (event, context) => { } /* check Metadata field */ - const s3 = getS3Instance(); - const metadata = await s3.headObject({ - Bucket: bucket, - Key: key, - ExpectedBucketOwner: EXPECTED_BUCKET_OWNER, - }).promise() - .then((res) => - res.Metadata) - .catch((e) => { - throw new Error(`[ERR]: headObject: ${key}: ${e.code} ${e.message}`); - }); + const metadata = await CommonUtils.headObject( + bucket, + key + ).then((res) => + res.Metadata); /* web uploaded content */ if (metadata.webupload) { @@ -195,7 +181,7 @@ exports.handler = async (event, context) => { } /* check magic number and mime type */ - const mime = CommonUtils.getMime(key); + const mime = MimeTypeHelper.getMime(key); const magic = await getMagic(bucket, key); if ((magic && !typeSupported(magic.mime)) && !typeSupported(mime)) { return undefined; @@ -224,15 +210,30 @@ exports.handler = async (event, context) => { }, }, }; - const step = new AWS.StepFunctions({ - apiVersion: '2016-11-23', + + const stepfunctionClient = xraysdkHelper(new SFNClient({ customUserAgent: CUSTOM_USER_AGENT, - }); - return step.startExecution({ + retryStrategy: retryStrategyHelper(), + })); + + const command = new StartExecutionCommand({ input: JSON.stringify(params), stateMachineArn, - }).promise(); + }); + + return stepfunctionClient.send(command) + .then((res) => ({ + ...res, + $metadata: undefined, + })); } catch (e) { - return console.error(e); + console.error( + 'ERR:', + e.$metadata.httpStatusCode, + e.name, + e.message + ); + + return undefined; } }; diff --git a/source/main/automation/s3event/package-lock.json b/source/main/automation/s3event/package-lock.json index 9dd8b7b..a3c152a 100644 --- a/source/main/automation/s3event/package-lock.json +++ b/source/main/automation/s3event/package-lock.json @@ -1,34 +1,35 @@ { "name": "m2c-s3event", - "version": "1.0.0", - "lockfileVersion": 2, + "version": "3.0.0", + "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "m2c-s3event", - "version": "1.0.0", - "license": "Apache-2.0", + "version": "3.0.0", "devDependencies": { "core-lib": "file:../../../layers/core-lib" } }, "../../../layers/core-lib": { - "version": "1.0.0", + "version": "4.0.0", "dev": true, - "license": "Apache-2.0", "dependencies": { - "@npcz/magic": "^1.3.11", - "adm-zip": "^0.5.5", - "aws4": "^1.12.0", + "@npcz/magic": "^1.3.16", + "adm-zip": "^0.5.12", + "csv-parser": "^3.0.0", "mime": "^3.0.0", - "node-webvtt": "^1.9.3", - "sqlstring": "^2.3.1", - "tar-stream": "^3.1.6" + "node-webvtt": "^1.9.4", + "regression": "^2.0.1", + "tar-stream": "^3.1.7" }, "devDependencies": { - "aws-sdk": "2.831.0", - "aws-sdk-mock": "5.8.0", - "jest": "^29.3.1", + "@aws-sdk/client-dynamodb": "^3.540.0", + "@aws-sdk/client-iot-data-plane": "^3.540.0", + "@aws-sdk/client-s3": "^3.540.0", + "@aws-sdk/client-sns": "^3.540.0", + "@aws-sdk/s3-request-presigner": "^3.540.0", + "aws-sdk-client-mock": "^3.1.0", "node-stringbuilder": "2.2.6" } }, @@ -36,23 +37,5 @@ "resolved": "../../../layers/core-lib", "link": true } - }, - "dependencies": { - "core-lib": { - "version": "file:../../../layers/core-lib", - "requires": { - "@npcz/magic": "^1.3.11", - "adm-zip": "^0.5.5", - "aws-sdk": "2.831.0", - "aws-sdk-mock": "5.8.0", - "aws4": "^1.12.0", - "jest": "^29.3.1", - "mime": "^3.0.0", - "node-stringbuilder": "2.2.6", - "node-webvtt": "^1.9.3", - "sqlstring": "^2.3.1", - "tar-stream": "^3.1.6" - } - } } } diff --git a/source/main/automation/s3event/package.json b/source/main/automation/s3event/package.json index 54f1a24..f4a0da8 100644 --- a/source/main/automation/s3event/package.json +++ b/source/main/automation/s3event/package.json @@ -1,6 +1,6 @@ { "name": "m2c-s3event", - "version": "1.0.0", + "version": "3.0.0", "description": "media2cloud s3event lambda", "main": "index.js", "private": true, @@ -9,16 +9,12 @@ "test": "mocha *.spec.js", "build:clean": "rm -rf dist && mkdir -p dist", "build:copy": "cp -rv index.js package.json dist/", - "build:install": "cd dist && npm install --omit=dev --omit=optional", + "build:install": "cd dist && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" }, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, + "author": "aws-mediaent-solutions", "devDependencies": { "core-lib": "file:../../../layers/core-lib" - }, - "license": "Apache-2.0" + } } diff --git a/source/main/face-indexer/README.md b/source/main/face-indexer/README.md new file mode 100644 index 0000000..db98fe3 --- /dev/null +++ b/source/main/face-indexer/README.md @@ -0,0 +1,162 @@ +# Update Face Indexer State Machine + +This state machine is designed to update the indexed faces in the search engine, database table, and metadata files generated by Media2Cloud. + +![State Machine](../../../deployment/tutorials/images/update-face-indexer-state-machine.png) + + +## _Execution input_ + +```json +{ + "input": { + // importing a collection + "action": "import", + "token": "...", + // update or delete faces + "updated": [ + { + "faceId": "[UNIQUE_FACEID]", + "celeb": "[CELEB_NAME]" + } + ], + "deleted": [], + "prioritizedUuid": "[UUID]" + } +} +``` + +## State Descriptions + +#### _State: Import collection or update face indexer?_ + +- This is a choice state that determines whether to import a collection or update the face indexer. + +#### _State: Import collection_ + +The "UpdateFaceIndexerLambda" lambda function imports an existing Amazon Rekognition Face Collection into "Auto Face Indexer" namespace and be managed by "Auto Face Indexer" going forward. + +#### _State: More items?_ + +- This choice state checks if there are more items to process. +- If there are no more items, it transitions to the "Import collection completed" state. +- Otherwise, it transitions back to the "Import collection" state. + +#### _State: Import collection completed_ + +- This is a successful terminal state. + +#### _State: Prepare iterators_ + +The lambda function prepares the update operation by first seaching the Amazon OpenSearch cluster with the FaceIds to get a list of the media files that contains the FaceIds. The metadata outputs of this media files are needed to be updated and then creates the Map iterations to execute the operation in parallel. + +The input parameter to the Map iterator is as follows: + +```json +{ + "operation": "StateUpdateRecord", + "itemId": 0, + "itemData": { + "uuid": "[UUID]", + "updated": [ + { + "faceId": "[FACEID]", + "celeb": "[CELEB_NAME]" + } + ], + "deleted": [] + } +} +``` + +#### _State: Update record (iterations)_ + +The update operation takes places in multiple areas: +- updating the Amazon Rekognition SearchFace original results and the metadata outputs generated by Media2Cloud by either adding the "new" name or marking the name "Deleted" +- updating the Amazon OpenSearch document to reflect the "new" name or deleting the name from the document + +Each Map iterator is done in parallel, with a maximum concurrency of 40. + +## IAM Role Policy + +### _UpdateFaceIndexerLambda_ + +```json +{ + "Version": "2012-10-17", + "Statement": [ + { + "Action": [ + "logs:CreateLogGroup", + "logs:CreateLogStream", + "logs:PutLogEvents" + ], + "Resource": "[CLOUDWATCH_LOGS]", + "Effect": "Allow" + }, + { + "Action": "s3:ListBucket", + "Resource": "[PROXY_BUCKET]", + "Effect": "Allow" + }, + { + "Action": [ + "s3:GetObject", + "s3:PutObject", + "s3:DeleteObject" + ], + "Resource": "[PROXY_BUCKET]", + "Effect": "Allow" + }, + { + "Action": [ + "dynamodb:Scan", + "dynamodb:Query", + "dynamodb:UpdateItem", + "dynamodb:DeleteItem", + "dynamodb:BatchWriteItem" + ], + "Resource": "[AIML_TABLE]", + "Effect": "Allow" + }, + { + "Action": [ + "es:ESHttpGet", + "es:ESHttpHead", + "es:ESHttpPost", + "es:ESHttpPut", + "es:ESHttpDelete" + ], + "Resource": "[OPENSEARCH_DOMAIN]", + "Effect": "Allow" + }, + { + "Action": "aoss:APIAccessAll", + "Resource": "[OPENSEARCH_SERVERLESS_COLLECTION]", + "Effect": "Allow" + }, + { + "Action": [ + "rekognition:DescribeCollection", + "rekognition:ListFaces" + ], + "Resource": "*", + "Effect": "Allow" + } + ] +} +``` + +## X-Ray Trace + +The state machine executes the `UpdateFaceIndexerLambda` function, and you can use X-Ray to trace the execution of this function. This will help you understand the performance and identify any issues in the workflow. + +![Update Face Indexer Lambda function](../../../deployment/tutorials/images/update-face-indexer-lambda.png) + +## Related Topics + +- [Video Analysis State Machine](../analysis/video/README.md) + +__ + +Back to [Main State Machine](../README.md) | Back to [Table of contents](../../../README.md#table-of-contents) diff --git a/source/main/face-indexer/index.js b/source/main/face-indexer/index.js new file mode 100644 index 0000000..4cb399c --- /dev/null +++ b/source/main/face-indexer/index.js @@ -0,0 +1,56 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + M2CException, +} = require('core-lib'); +const StateImportCollection = require('./states/import-collection'); +const StatePrepareIterators = require('./states/prepare-iterators'); +const StateUpdateRecord = require('./states/update-record'); + +const REQUIRED_ENVS = [ + 'ENV_EXPECTED_BUCKET_OWNER', + 'ENV_CUSTOM_USER_AGENT', + 'ENV_SOLUTION_ID', + 'ENV_RESOURCE_PREFIX', + 'ENV_PROXY_BUCKET', + 'ENV_ES_DOMAIN_ENDPOINT', + 'ENV_USE_OPENSEARCH_SERVERLESS', +]; + +exports.handler = async (event, context) => { + try { + console.log( + 'event =', + JSON.stringify(event, null, 2), + '\ncontext =', + JSON.stringify(context, null, 2) + ); + + const missing = REQUIRED_ENVS + .filter((x) => + process.env[x] === undefined); + + if (missing.length) { + throw new M2CException(`missing enviroment variables, ${missing.join(', ')}`); + } + + let instance; + if (event.operation === 'StateImportCollection') { + instance = new StateImportCollection(event, context); + } else if (event.operation === 'StatePrepareIterators') { + instance = new StatePrepareIterators(event, context); + } else if (event.operation === 'StateUpdateRecord') { + instance = new StateUpdateRecord(event, context); + } else { + throw new M2CException('invalid operation'); + } + + const response = await instance.process(); + + return response; + } catch (e) { + console.error(e); + throw e; + } +}; diff --git a/source/main/face-indexer/package-lock.json b/source/main/face-indexer/package-lock.json new file mode 100644 index 0000000..4357010 --- /dev/null +++ b/source/main/face-indexer/package-lock.json @@ -0,0 +1,41 @@ +{ + "name": "update-face-indexer", + "version": "3.0.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "update-face-indexer", + "version": "3.0.0", + "devDependencies": { + "core-lib": "file:../../layers/core-lib" + } + }, + "../../layers/core-lib": { + "version": "4.0.0", + "dev": true, + "dependencies": { + "@npcz/magic": "^1.3.16", + "adm-zip": "^0.5.12", + "csv-parser": "^3.0.0", + "mime": "^3.0.0", + "node-webvtt": "^1.9.4", + "regression": "^2.0.1", + "tar-stream": "^3.1.7" + }, + "devDependencies": { + "@aws-sdk/client-dynamodb": "^3.540.0", + "@aws-sdk/client-iot-data-plane": "^3.540.0", + "@aws-sdk/client-s3": "^3.540.0", + "@aws-sdk/client-sns": "^3.540.0", + "@aws-sdk/s3-request-presigner": "^3.540.0", + "aws-sdk-client-mock": "^3.1.0", + "node-stringbuilder": "2.2.6" + } + }, + "node_modules/core-lib": { + "resolved": "../../layers/core-lib", + "link": true + } + } +} diff --git a/source/main/face-indexer/package.json b/source/main/face-indexer/package.json new file mode 100644 index 0000000..f963a85 --- /dev/null +++ b/source/main/face-indexer/package.json @@ -0,0 +1,20 @@ +{ + "name": "update-face-indexer", + "version": "3.0.0", + "description": "Update Face Indexer state machine lambda to update indexed faces to search engine, db table, and metadata files generated by Media2Cloud", + "main": "index.js", + "private": true, + "scripts": { + "pretest": "npm install", + "test": "jest --coverage --coverageDirectory=../../../coverage", + "build:clean": "rm -rf dist && mkdir -p dist", + "build:copy": "cp -rv index.js package.json states dist/", + "build:install": "cd dist && npm install --omit=dev", + "build": "npm-run-all -s build:clean build:copy build:install", + "zip": "cd dist && zip -rq" + }, + "author": "aws-mediaent-solutions", + "devDependencies": { + "core-lib": "file:../../layers/core-lib" + } +} diff --git a/source/main/face-indexer/stateMachineDefinition.json b/source/main/face-indexer/stateMachineDefinition.json new file mode 100644 index 0000000..30cd0c3 --- /dev/null +++ b/source/main/face-indexer/stateMachineDefinition.json @@ -0,0 +1,120 @@ +{ + "Comment": "Update Face Indexer state machine to update indexed faces to search engine, db table, and metadata files generated by Media2Cloud", + "StartAt": "Import collection or update face indexer?", + "States": { + "Import collection or update face indexer?": { + "Type": "Choice", + "Choices": [ + { + "And": [ + { + "Variable": "$.input.action", + "IsPresent": true + }, + { + "Variable": "$.input.action", + "StringEquals": "import" + } + ], + "Next": "Import collection" + } + ], + "Default": "Prepare iterators" + }, + "Import collection": { + "Type": "Task", + "Resource": "${UpdateFaceIndexerLambda.Arn}", + "Parameters": { + "operation": "StateImportCollection", + "input.$": "$.input" + }, + "Next": "More items?", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.2 + } + ] + }, + "More items?": { + "Type": "Choice", + "Choices": [ + { + "Or": [ + { + "Variable": "$.input.token", + "IsPresent": false + }, + { + "Variable": "$.input.token", + "IsNull": true + } + ], + "Next": "Import collection completed" + } + ], + "Default": "Import collection" + }, + "Import collection completed": { + "Type": "Succeed" + }, + "Prepare iterators": { + "Type": "Task", + "Resource": "${UpdateFaceIndexerLambda.Arn}", + "Parameters": { + "operation": "StatePrepareIterators", + "input.$": "$.input" + }, + "Next": "Update record (iterations)", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.2 + } + ] + }, + "Update record (iterations)": { + "Type": "Map", + "MaxConcurrency": 40, + "ItemsPath": "$.iterators", + "ItemSelector": { + "operation": "StateUpdateRecord", + "itemId.$": "$$.Map.Item.Index", + "itemData.$": "$$.Map.Item.Value" + }, + "ItemProcessor": { + "ProcessorConfig": { + "Mode": "INLINE" + }, + "StartAt": "Update record (per content)", + "States": { + "Update record (per content)": { + "Type": "Task", + "Resource": "${UpdateFaceIndexerLambda.Arn}", + "End": true, + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.2 + } + ] + } + } + }, + "ResultPath": "$.iterators", + "End": true + } + } +} diff --git a/source/main/face-indexer/states/import-collection/index.js b/source/main/face-indexer/states/import-collection/index.js new file mode 100644 index 0000000..af0a7d3 --- /dev/null +++ b/source/main/face-indexer/states/import-collection/index.js @@ -0,0 +1,41 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + M2CException, +} = require('core-lib'); +const BaseState = require('../shared/base'); + +class StateImportCollection extends BaseState { + get input() { + return this.event.input; + } + + async process() { + if (this.input.action !== 'import') { + throw new M2CException('invalid action'); + } + + const collectionId = this.input.collectionId; + if (collectionId === undefined) { + throw new M2CException('invalid collection id'); + } + + let token = this.input.token; + do { + await this.faceIndexer.importFaces(collectionId, token) + .then((res) => { + token = res.token; + }); + } while (token !== undefined && !this.lambdaTimeout()); + + // reset the token to signal the state machine + this.input.token = token; + + console.log('response', this.event); + + return this.event; + } +} + +module.exports = StateImportCollection; diff --git a/source/main/face-indexer/states/prepare-iterators/index.js b/source/main/face-indexer/states/prepare-iterators/index.js new file mode 100644 index 0000000..0de2442 --- /dev/null +++ b/source/main/face-indexer/states/prepare-iterators/index.js @@ -0,0 +1,78 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const BaseState = require('../shared/base'); + +class StatePrepareIterators extends BaseState { + get input() { + return this.event.input; + } + + get updated() { + return this.input.updated || []; + } + + get deleted() { + return this.input.deleted || []; + } + + get prioritizedUuid() { + return this.input.prioritizedUuid; + } + + async process() { + let iterators = []; + const prioritizedUuid = this.prioritizedUuid; + const nItems = this.updated.length + this.deleted.length; + + if (nItems === 0) { + return { + ...this.event, + iterators, + }; + } + + if (prioritizedUuid) { + await this.processWithUuid( + prioritizedUuid, + this.updated, + this.deleted + ); + } + + // search relevant docs + let faceIds = this.updated + .map((item) => + item.faceId); + + faceIds = this.deleted + .map((item) => + item.faceId) + .concat(faceIds); + + // search for relevant uuids that contain these faceIds + const uuids = await this.searchDocumentsByFaceIds(faceIds) + .then((res) => + res.filter((uuid) => + uuid !== prioritizedUuid)); + + iterators = uuids + .map((uuid) => ({ + uuid, + updated: this.updated, + deleted: this.deleted, + })); + + console.log('response', { + ...this.event, + iterators, + }); + + return { + ...this.event, + iterators, + }; + } +} + +module.exports = StatePrepareIterators; diff --git a/source/main/face-indexer/states/shared/base.js b/source/main/face-indexer/states/shared/base.js new file mode 100644 index 0000000..0643a91 --- /dev/null +++ b/source/main/face-indexer/states/shared/base.js @@ -0,0 +1,660 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const PATH = require('node:path'); +const { + Environment: { + Proxy: { + Bucket: ProxyBucket, + }, + DynamoDB: { + Ingest: { + Table: IngestTable, + PartitionKey: IngestPartitionKey, + }, + AIML: { + Table: AnalysisTable, + PartitionKey: AnalysisPartitionKey, + SortKey: AnalysisSortKey, + }, + }, + }, + AnalysisTypes: { + Rekognition: { + FaceMatch, + }, + }, + MapDataVersion, + DB, + Indexer, + CommonUtils, + WebVttHelper, + FaceIndexer, +} = require('core-lib'); + +const INDEX = Indexer.getContentIndex(); +const SUBFIELD = `${FaceMatch}.faceId`; +const TYPE_VIDEO = 'video'; +const TYPE_IMAGE = 'image'; +const SUPPORTED_MEDIA_TYPES = [ + TYPE_VIDEO, + TYPE_IMAGE, +]; +const SUBCATEGORY_REKOG_VIDEO = 'rekognition'; +const SUBCATEGORY_REKOG_IMAGE = 'rekog-image'; + +const THRESHOLD_LAMBDA_TIMEOUT = 60 * 1000; + +function _regroupMetadataDatapoints(source) { + const grouping = {}; + + const datapoints = Object.values(source) + .flat(1); + + datapoints.forEach((datapoint) => { + if (grouping[datapoint.name] === undefined) { + grouping[datapoint.name] = [datapoint]; + } else { + grouping[datapoint.name].push(datapoint); + grouping[datapoint.name] + .sort((a, b) => + a.begin - b.begin); + } + }); + + return grouping; +} + +function _regroupTimeseriesDatapoints(source, target) { + const _source = source; + + const sourceXs = source.data + .map((item) => + item.x); + + target.data.forEach((item) => { + const idx = sourceXs.indexOf(item.x); + + if (idx >= 0) { + const data = _source.data[idx]; + data.y += item.y; + data.details = data.details + .concat(item.details); + } else { + _source.data.push(item); + } + }); + + // resort timestamp + _source.data + .sort((a, b) => + b.x - a.x); + + _source.appearance += target.appearance; + + return _source; +} + +async function _downloadJson(bucket, key) { + return CommonUtils.download(bucket, key) + .then((res) => + JSON.parse(res)) + .catch(() => + undefined); +} + +async function _uploadJson(bucket, prefix, name, data) { + return CommonUtils.uploadFile( + bucket, + prefix, + name, + data + ).then(() => + data); +} + +class BaseState { + constructor(event, context) { + this.$event = event; + this.$context = context; + this.$faceIndexer = new FaceIndexer(); + + let fn = () => + THRESHOLD_LAMBDA_TIMEOUT * 2; + if (context && typeof context.getRemainingTimeInMillis === 'function') { + fn = context.getRemainingTimeInMillis; + } + this.$fnGetRemainingTime = fn.bind(); + } + + get event() { + return this.$event; + } + + get context() { + return this.$context; + } + + get faceIndexer() { + return this.$faceIndexer; + } + + async processWithUuid(uuid, updated = [], deleted = []) { + // fetch content info + const type = await this.getMediaType(uuid); + if (!SUPPORTED_MEDIA_TYPES.includes(type)) { + return undefined; + } + + let category = SUBCATEGORY_REKOG_VIDEO; + if (type === TYPE_IMAGE) { + category = SUBCATEGORY_REKOG_IMAGE; + } + + const analysis = await this.getAnalysisRecord(uuid, type, category); + + const facematch = ((analysis || {})[category] || {})[FaceMatch]; + if (facematch === undefined) { + return undefined; + } + + if (category === SUBCATEGORY_REKOG_IMAGE) { + return this.processImageWithUuid( + uuid, + updated, + deleted, + facematch.output + ); + } + + let promises = []; + + // update mapFile + let mapData; + if (facematch.output && /json$/.test(facematch.output)) { + mapData = await this.updateMapDataFile(facematch.output, updated, deleted); + } + + // update Rekog JSON response + if (mapData !== undefined) { + const parsed = PATH.parse(facematch.output); + const jsonKey = PATH.join(parsed.dir, mapData.file); + + promises.push(this.updateRekognitionRawJsonResults( + jsonKey, + updated, + deleted + )); + } + + // update timeseries, webvtt, metadata files + promises.push(this.updateTimeseriesDataFile( + facematch.timeseries, + updated, + deleted + )); + + promises.push(this.updateWebVttFile( + facematch.vtt, + updated, + deleted + )); + + // opensearch document depends on the updated metadata file + const metadata = await this.updateMetadataFile( + facematch.metadata, + updated, + deleted + ); + + // update opensearch + promises.push(this.updateOpenSearchDocument( + uuid, + metadata + )); + + promises = await Promise.all(promises); + + return promises; + } + + async processImageWithUuid(uuid, updated, deleted, jsonKey) { + if (!jsonKey) { + return undefined; + } + + const parsed = PATH.parse(jsonKey); + const prefix = parsed.dir; + const name = parsed.base; + + // rekognition JSON output + const json = await _downloadJson(ProxyBucket, jsonKey); + if (!json) { + return undefined; + } + + const _mapUpdated = updated + .reduce((a0, c0) => ({ + ...a0, + [c0.faceId]: c0.celeb, + }), {}); + const _mapDeleted = deleted + .reduce((a0, c0) => ({ + ...a0, + [c0.faceId]: true, + }), {}); + + const datapoints = []; + + json.FaceMatches.forEach((facematch) => { + const faceId = (facematch.Face || {}).FaceId; + if (!faceId) { + return; + } + + // add a new MarkDeleted field instead of deleting the entry + if (_mapDeleted[faceId] !== undefined) { + facematch.Face.MarkDeleted = true; + return; + } + + // rename Name field + if (_mapUpdated[faceId] !== undefined) { + facematch.Face.Name = _mapUpdated[faceId]; + } + + // save datapoint for opensearch later + datapoints.push({ + faceId, + name: facematch.Face.Name, + }); + }); + + let promises = []; + + promises.push(_uploadJson(ProxyBucket, prefix, name, json)); + + // opensearch + if (datapoints.length > 0) { + const doc = { + [FaceMatch]: datapoints, + }; + + const indexer = new Indexer(); + promises.push(indexer.update(INDEX, uuid, doc)); + } + + promises = await Promise.all(promises); + + return promises; + } + + async getMediaType(uuid) { + const db = new DB({ + Table: IngestTable, + PartitionKey: IngestPartitionKey, + }); + + const fieldsToGet = [ + 'type', + ]; + + return db.fetch(uuid, undefined, fieldsToGet) + .then((res) => + res.type); + } + + async getAnalysisRecord(uuid, type, category) { + const db = new DB({ + Table: AnalysisTable, + PartitionKey: AnalysisPartitionKey, + SortKey: AnalysisSortKey, + }); + + return db.fetch(uuid, type, [category]); + } + + async updateMapDataFile(key, updated = [], deleted = []) { + const parsed = PATH.parse(key); + const prefix = parsed.dir; + const name = parsed.base; + + const mapData = await _downloadJson(ProxyBucket, key); + + if (!mapData || mapData.version === undefined || mapData.version < MapDataVersion) { + return undefined; + } + + let modified = mapData.data + .reduce((a0, c0) => ({ + ...a0, + [c0]: c0, + }), {}); + + deleted.forEach((item) => { + delete modified[item.faceId]; + }); + + updated.forEach((item) => { + if (modified[item.faceId] !== undefined) { + modified[item.faceId] = item.celeb; + } + }); + modified = [ + ...new Set(Object.values(modified)), + ]; + + mapData.lastmodified = Date.now(); + mapData.data = modified; + + return _uploadJson( + ProxyBucket, + prefix, + name, + mapData + ); + } + + async updateRekognitionRawJsonResults(key, updated = [], deleted = []) { + if (!key) { + return undefined; + } + + const parsed = PATH.parse(key); + const prefix = parsed.dir; + const name = parsed.base; + + const json = await _downloadJson(ProxyBucket, key); + if (!json) { + return undefined; + } + + const _mapUpdated = updated + .reduce((a0, c0) => ({ + ...a0, + [c0.faceId]: c0.celeb, + }), {}); + const _mapDeleted = deleted + .reduce((a0, c0) => ({ + ...a0, + [c0.faceId]: true, + }), {}); + + json.Persons.forEach((person) => { + person.FaceMatches.forEach((facematch) => { + const faceId = facematch.Face.FaceId; + // add a new instead of deleting the entry + if (_mapDeleted[faceId] !== undefined) { + facematch.Face.MarkDeleted = true; + } else if (_mapUpdated[faceId] !== undefined) { + facematch.Face.Name = _mapUpdated[faceId]; + } + }); + }); + + return _uploadJson( + ProxyBucket, + prefix, + name, + json + ); + } + + async updateMetadataFile(key, updated = [], deleted = []) { + if (!key) { + return undefined; + } + + const parsed = PATH.parse(key); + const prefix = parsed.dir; + const name = parsed.base; + + let metadata = await _downloadJson(ProxyBucket, key); + if (!metadata) { + return undefined; + } + + deleted.forEach((item) => { + delete metadata[item.faceId]; + }); + + updated.forEach((item) => { + if (metadata[item.faceId]) { + metadata[item.faceId] + .forEach((datapoint) => { + datapoint.name = item.celeb; + }); + } + }); + + // regrouping datapoints as a name can be associated with multiple faceIds + metadata = _regroupMetadataDatapoints(metadata); + + return _uploadJson( + ProxyBucket, + prefix, + name, + metadata + ); + } + + async updateTimeseriesDataFile(key, updated = [], deleted = []) { + if (!key) { + return undefined; + } + + const parsed = PATH.parse(key); + const prefix = parsed.dir; + const name = parsed.base; + + const timeseries = await _downloadJson(ProxyBucket, key); + if (!timeseries) { + return undefined; + } + + deleted.forEach((item) => { + delete timeseries[item.faceId]; + }); + + updated.forEach((item) => { + // move from faceId to celeb + if (timeseries[item.celeb] === undefined) { + if (timeseries[item.faceId] !== undefined) { + timeseries[item.celeb] = { + ...timeseries[item.faceId], + label: item.celeb, + }; + delete timeseries[item.faceId]; + return; + } + } + // merge datapoints + if (timeseries[item.celeb] !== undefined) { + timeseries[item.celeb] = _regroupTimeseriesDatapoints( + timeseries[item.celeb], + timeseries[item.faceId] + ); + delete timeseries[item.faceId]; + } + }); + + return _uploadJson( + ProxyBucket, + prefix, + name, + timeseries + ); + } + + async updateWebVttFile(key, updated = [], deleted = []) { + if (!key) { + return undefined; + } + + const parsed = PATH.parse(key); + const prefix = parsed.dir; + const name = parsed.base; + + const vtts = await _downloadJson(ProxyBucket, key); + if (!vtts) { + return undefined; + } + Object.keys(vtts) + .forEach((x) => { + vtts[x] = WebVttHelper.parse(vtts[x]); + }); + + deleted.forEach((item) => { + delete vtts[item.faceId]; + }); + + updated.forEach((item) => { + // move from faceId to celeb + if (vtts[item.celeb] === undefined) { + if (vtts[item.faceId] !== undefined) { + // replace faceId to celeb + vtts[item.celeb] = vtts[item.faceId]; + vtts[item.celeb].cues.forEach((cue) => { + cue.text = cue.text.replaceAll(item.faceId, item.celeb); + }); + delete vtts[item.faceId]; + return; + } + } + + // merge cues + if (vtts[item.faceId] !== undefined) { + // replace faceId to celeb + let cues = vtts[item.faceId].cues; + cues.forEach((cue) => { + cue.text = cue.text.replaceAll(item.faceId, item.celeb); + }); + + // merge, sort, and remap id + cues = vtts[item.celeb].cues + .concat(cues) + .sort((a, b) => + a.start - b.start) + .map((cue, idx) => ({ + ...cue, + identifier: String(idx), + })); + + vtts[item.celeb].cues = cues; + delete vtts[item.faceId]; + } + }); + + // re-compiling the webvtt + Object.keys(vtts) + .forEach((item) => { + // just in case, fix the start/end... + const cues = vtts[item].cues + .map((cue) => { + if (((cue.end - cue.start) * 1000) <= 0) { + cue.end += 0.5; // +500ms + } + return cue; + }); + vtts[item] = WebVttHelper.compile(vtts[item]); + }); + + return _uploadJson( + ProxyBucket, + prefix, + name, + vtts + ); + } + + async updateOpenSearchDocument(uuid, metadata) { + if (metadata === undefined) { + return undefined; + } + + const datapoints = []; + + Object.keys(metadata) + .forEach((x) => { + const item = metadata[x]; + if (item.length === 0) { + return; + } + + const name = item[0].name; + const faceId = item[0].faceId; + const timecodes = item + .map((timecode) => ({ + begin: timecode.begin, + end: timecode.end, + })); + datapoints.push({ + name, + faceId, + timecodes, + }); + }); + + if (datapoints.length === 0) { + return undefined; + } + + const doc = { + [FaceMatch]: datapoints, + }; + + const indexer = new Indexer(); + + return indexer.update(INDEX, uuid, doc); + } + + async searchDocumentsByFaceIds(faceIds) { + const matchTerms = faceIds + .map((faceId) => ({ + match: { + [SUBFIELD]: faceId, + }, + })); + + const query = { + index: INDEX, + body: { + _source: { + includes: [ + '_id', + ], + }, + fields: [ + FaceMatch, + ], + query: { + bool: { + should: matchTerms, + }, + }, + }, + }; + + const indexer = new Indexer(); + + return indexer.search(query) + .then((res) => { + const ids = res.body.hits.hits + .map((x) => + x._id); + return ids; + }) + .catch((e) => { + console.log('==== searchDocumentsByFaceIds', faceIds.join(', ')); + console.error(e); + throw e; + }); + } + + lambdaTimeout() { + const remainingTime = this.$fnGetRemainingTime(); + return (remainingTime - THRESHOLD_LAMBDA_TIMEOUT) <= 0; + } +} + +module.exports = BaseState; diff --git a/source/main/face-indexer/states/update-record/index.js b/source/main/face-indexer/states/update-record/index.js new file mode 100644 index 0000000..e9111ef --- /dev/null +++ b/source/main/face-indexer/states/update-record/index.js @@ -0,0 +1,43 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const BaseState = require('../shared/base'); + +class StateUpdateRecord extends BaseState { + get id() { + return this.event.itemId; + } + + get input() { + return this.event.itemData; + } + + get uuid() { + return this.input.uuid; + } + + get updated() { + return this.input.updated || []; + } + + get deleted() { + return this.input.deleted || []; + } + + async process() { + console.log('==== PROCESSING: StateUpdateRecord: MapItemId:', this.id, '===='); + + const uuid = this.uuid; + const updated = this.updated; + const deleted = this.deleted; + + return this.processWithUuid(uuid, updated, deleted) + .then((res) => { + console.log('==== COMPLETED: StateUpdateRecord: MapItemId:', this.id, '===='); + console.log('response', JSON.stringify(res)); + return uuid; + }); + } +} + +module.exports = StateUpdateRecord; diff --git a/source/main/ingest/audio/README.md b/source/main/ingest/audio/README.md index af7d6a2..6e5f9fd 100644 --- a/source/main/ingest/audio/README.md +++ b/source/main/ingest/audio/README.md @@ -1,52 +1,135 @@ -# Ingest Audio State Machine +# Audio Ingest State Machine -The Ingest Audio State Machine runs [MediaInfo](https://github.com/MediaArea/MediaInfo) tool to extract technical metadata and uses [AWS Elemental MediaConvert](https://aws.amazon.com/mediaconvert/) service to convert the incoming audio file into M4A format. +The Audio Ingest State Machine contains two steps. It first runs MediaInfo opensource tool to extract the technical metadata of the audio file. It then uses AWS Elemental MediaConvert to create a proxy version of the audio file in M4A format. + +Please refer to [the supported input audio codec and container](https://docs.aws.amazon.com/mediaconvert/latest/ug/reference-codecs-containers-input.html#reference-codecs-containers-input-audio). -Please check the details of [the supported input audio codec and container](https://docs.aws.amazon.com/mediaconvert/latest/ug/reference-codecs-containers-input.html#reference-codecs-containers-input-audio). ![Ingest Audio state machine](../../../../deployment/tutorials/images/ingest-audio-state-machine.png) -__ -## Execution input -The state execution input is passed in from the [Ingest Main State Machine](../main/README.md) with a few additional fields where ```input.type``` identifies the type of the media and ```operation```, ```status```, and ```progress``` represent the current state status that are used internally by the ingest-audio lambda function. +#### _State: Run mediainfo_ -```json -{ - "operation": "run-mediainfo", - "status": "NOT_STARTED", - "progress": 0, - "input": { - "type": "audio", - ... - } -} -``` +The lambda function uses [MediaInfo](https://github.com/MediaArea/MediaInfo) opensource tool to extract technical metadata and a cover art of the audio file. It stores the technical metadata (JSON format) in the Amazon S3 proxy bucket and updates the **mediainfo** field in the Amazon DynamoDB ingest table. -| Field | Description | Required? | -| :-----| :-----------| :---------| -| operation | the state of the execution used to identify which operation to run within the ingest-audio lambda function (use internally) | Mandatory | -| _status_ | current status of the state (use internally) | Optional | -| _progress_ | current progress of the state (use internally) | Optional | -| input.type | must be ```audio``` | Mandatory | -| _input.*_ | Other parameters are pass through from the Ingest Main State Machine | Mandatory | -__ +#### _State: Start and wait for transcode job_ + +The Audio Ingest workflow supports various audio formats and codecs of the ingested media file by leveraging [AWS Elemental MediaConvert](https://aws.amazon.com/mediaconvert/) service. It creates the "standardized" M4A proxy audio output to simplify the downstream analysis workflows. -## State: Run mediainfo -A state where a lambda function uses [MediaInfo](https://github.com/MediaArea/MediaInfo) tool to extract technical metadata and cover art of the audio file. It stores the mediainfo metadata in JSON format in the Amazon S3 proxy bucket and updates the ```mediainfo``` field in the Amazon DynamoDB ingest table. +To support a large number of concurrent requests, the lambda function leverages the [Service Backlog Management System](../../../layers/service-backlog-lib/README.md) to queue the transcoding job request and waits for the job to be processed. + +The Backlog system processes the request by running the AWS Elemental MediaConvert CreateJob API and waits for the job to complete. When the transcoding job is completed, it sends the task result back to the Audio Ingest State Machine to complete the request. Refer to the [Service Backlog Management System](../../../layers/service-backlog-lib/README.md) to understand how that works. Then, the Audio Ingest State Machine can resume and comletes the workflow. __ -## State: Start and wait for transcode job -A state where a lambda function uses [AWS Elemental MediaConvert](https://aws.amazon.com/mediaconvert/) service to create a M4A audio proxy file for Amazon Transcribe processing and for streaming to the web application. +#### _Proxies and Metadata location_ -This state is an asynchronous wait state (```arn:aws:states:::lambda:invoke.waitForTaskToken```) that waits for the transcoding job to complete before it exits. The ```waitForTaskToken``` implies that this state waits for an external source to send the task status (using the execution token) back to the state machine execution. It uses [Step Functions Service Integration Pattern](https://docs.aws.amazon.com/step-functions/latest/dg/connect-to-resource.html) which is discussed in [Using State Machine Service Integration with AWS Elemental MediaConvert service](../automation/README.md#state-machine-service-integration). +Audio Ingest State Machine generates the following outputs: +- MediaInfo JSON output +- M4A proxy audio and +- Cover art image -__ +|Output|Location| +|:--|:--| +|MediaInfo JSON|s3://[PROXY_BUCKET]/[UUID]/mediainfo/mediainfo.json| +|Proxy M4A audio|s3://[PROXY_BUCKET]/[UUID]/transcode/aiml/[FILENAME].m4a| +|Cover art image|s3://[PROXY_BUCKET]/[UUID]/transcode/proxy/cover.jpg| + + +### AWS Lambda function (ingest-audio) + +The ingest-audio lambda function provides the implementation to support different states of the Audio Ingest state machine. It requires permission to perform the followings: +- Read ingested media file from the Amazon S3 (INGEST_BUCKET) +- Read and write the proxy outputs from the Amazon S3 (PROXY_BUCKET) +- Update status to the Amazon DynamoDB (INGEST_TABLE) +- Register the job request to the Amazon DynamoDB (SERVICE_TOKEN_TABLE) +- Create a transcoding job on AWS Elemental MediaConvert +- Pass an IAM role (DATA_ACCESS_ROLE) to the AWS Elemental MediaConvert service +- Allows the Service Backlog System to send notification to an Amazon EventBridge (SERVICE_BACKLOG_EVENT_BUS) + + +#### _IAM Role Policy_ + +```json +{ + "Version": "2012-10-17", + "Statement": [ + { + "Action": [ + "logs:CreateLogGroup", + "logs:CreateLogStream", + "logs:PutLogEvents" + ], + "Resource": "[CLOUDWATCH_LOGS]", + "Effect": "Allow" + }, + { + "Action": "s3:ListBucket", + "Resource": "[INGEST_BUCKET]", + "Effect": "Allow" + }, + { + "Action": "s3:GetObject", + "Resource": "[INGEST_BUCKET]", + "Effect": "Allow" + }, + { + "Action": "s3:ListBucket", + "Resource": "[PROXY_BUCKET]", + "Effect": "Allow" + }, + { + "Action": [ + "s3:GetObject", + "s3:PutObject" + ], + "Resource": "[PROXY_BUCKET]", + "Effect": "Allow" + }, + { + "Action": [ + "mediaConvert:CreateJob", + "mediaConvert:GetJob" + ], + "Resource": "[MEDIACONVERT_JOB]", + "Effect": "Allow" + }, + { + "Action": [ + "iam:GetRole", + "iam:PassRole" + ], + "Resource": "[DATA_ACCESS_ROLE]", + "Effect": "Allow" + }, + { + "Action": [ + "dynamodb:Scan", + "dynamodb:Query", + "dynamodb:PutItem", + "dynamodb:UpdateItem", + "dynamodb:DeleteItem" + ], + "Resource": [ + "[INGEST_TABLE]", + "[SERVICE_TOKEN_TABLE]" + ], + "Effect": "Allow" + }, + { + "Action": "events:PutEvents", + "Resource": "[SERVICE_BACKLOG_EVENTBUS]", + "Effect": "Allow" + } + ] +} + +``` + +#### _X-Ray Trace_ -## AWS Lambda function (ingest-audio) -The ingest-audio lambda function provides the implementation to support different states of the Ingest Audio state machine. The following AWS XRAY trace diagram illustrates the AWS resources this lambda function communicates to. +The following AWS XRAY trace diagram illustrates the AWS resources this lambda function communicates to. ![Ingest Audio Lambda function](../../../../deployment/tutorials/images/ingest-audio-lambda.png) @@ -116,8 +199,9 @@ __ __ ## Related topics -* [Using State Machine Service Integration with AWS Elemental MediaConvert service](../automation/README.md#state-machine-service-integration) -* [Handling changes on Ingest Table with Amazon DynamoDB Streams](../automation/README.md#handling-changes-on-ingest-table) +- [Using State Machine Service Integration with AWS Elemental MediaConvert service](../automation/README.md#state-machine-service-integration) +- [Handling changes on Ingest Table with Amazon DynamoDB Streams](../automation/README.md#handling-changes-on-ingest-table) +- [Service Backlog Management System](../../../layers/service-backlog-lib/README.md) __ diff --git a/source/main/ingest/audio/index.spec.js b/source/main/ingest/audio/index.spec.js index dd4cf1c..1193671 100644 --- a/source/main/ingest/audio/index.spec.js +++ b/source/main/ingest/audio/index.spec.js @@ -27,7 +27,7 @@ const event_RunMediainfo = { "status": "NOT_STARTED", "progress": 0, "input": { - "bucket": "so0050-0a9ab6b1a00f-193234372883-us-east-1-ingest", + "bucket": "so0050-111111111111-000000000000-us-east-1-ingest", "key": "speech/speech.mp3", "uuid": "60aa12c0-b046-1db7-b9e2-3a3aac69b500", "aiOptions": { @@ -65,7 +65,7 @@ const event_RunMediainfo = { }, "attributes": {}, "destination": { - "bucket": "so0050-0a9ab6b1a00f-193234372883-us-east-1-proxy", + "bucket": "so0050-111111111111-000000000000-us-east-1-proxy", "prefix": "60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/" }, "type": "audio" @@ -93,13 +93,13 @@ const event_RunMediainfo = { const event_StartTranscode = { "uuid": "60aa12c0-b046-1db7-b9e2-3a3aac69b500", - "stateMachine": "so0050-0a9ab6b1a00f-ingest-main", + "stateMachine": "so0050-111111111111-ingest-main", "operation": "run-mediainfo", "overallStatus": "PROCESSING", "status": "COMPLETED", "progress": 100, "input": { - "bucket": "so0050-0a9ab6b1a00f-193234372883-us-east-1-ingest", + "bucket": "so0050-111111111111-000000000000-us-east-1-ingest", "key": "speech/speech.mp3", "uuid": "60aa12c0-b046-1db7-b9e2-3a3aac69b500", "aiOptions": { @@ -137,7 +137,7 @@ const event_StartTranscode = { }, "attributes": {}, "destination": { - "bucket": "so0050-0a9ab6b1a00f-193234372883-us-east-1-proxy", + "bucket": "so0050-111111111111-000000000000-us-east-1-proxy", "prefix": "60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/" }, "type": "audio", diff --git a/source/main/ingest/audio/jest.config.js b/source/main/ingest/audio/jest.config.js index ea7e24a..274ec67 100644 --- a/source/main/ingest/audio/jest.config.js +++ b/source/main/ingest/audio/jest.config.js @@ -1,6 +1,5 @@ module.exports = { - setupTestFrameworkScriptFile: 'tests/setup.js', - transform: { + transform: { '^.+\\.jsx?$': 'babel-jest', }, roots: [''], diff --git a/source/main/ingest/audio/package-lock.json b/source/main/ingest/audio/package-lock.json index 7891026..8d363d2 100644 --- a/source/main/ingest/audio/package-lock.json +++ b/source/main/ingest/audio/package-lock.json @@ -1,8844 +1,80 @@ { "name": "ingest-audio", - "version": "1.0.0", - "lockfileVersion": 2, + "version": "3.0.0", + "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "ingest-audio", - "version": "1.0.0", - "license": "Apache-2.0", + "version": "3.0.0", "devDependencies": { - "@babel/plugin-transform-modules-commonjs": "^7.19.6", "core-lib": "file:../../../layers/core-lib", - "jest": "^29.3.1", "mediainfo": "file:../../../layers/mediainfo", "service-backlog-lib": "file:../../../layers/service-backlog-lib" } }, "../../../layers/core-lib": { - "version": "1.0.0", + "version": "4.0.0", "dev": true, - "license": "Apache-2.0", "dependencies": { - "@npcz/magic": "^1.3.11", - "adm-zip": "^0.5.5", - "aws4": "^1.12.0", + "@npcz/magic": "^1.3.16", + "adm-zip": "^0.5.12", + "csv-parser": "^3.0.0", "mime": "^3.0.0", - "node-webvtt": "^1.9.3", - "sqlstring": "^2.3.1", - "tar-stream": "^3.1.6" + "node-webvtt": "^1.9.4", + "regression": "^2.0.1", + "tar-stream": "^3.1.7" }, "devDependencies": { - "aws-sdk": "2.831.0", - "aws-sdk-mock": "5.8.0", - "jest": "^29.3.1", + "@aws-sdk/client-dynamodb": "^3.540.0", + "@aws-sdk/client-iot-data-plane": "^3.540.0", + "@aws-sdk/client-s3": "^3.540.0", + "@aws-sdk/client-sns": "^3.540.0", + "@aws-sdk/s3-request-presigner": "^3.540.0", + "aws-sdk-client-mock": "^3.1.0", "node-stringbuilder": "2.2.6" } }, "../../../layers/mediainfo": { - 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"version": "1.0.0", + "version": "3.0.0", "description": "Ingest Audio nested state machine lambda to run mediainfo and start elastictranscoder job to create audio proxy", "main": "index.js", "private": true, @@ -9,20 +9,14 @@ "test": "jest --coverage --coverageDirectory=../../../coverage", "build:clean": "rm -rf dist && mkdir -p dist", "build:copy": "cp -rv index.js package.json states dist/", - "build:install": "cd dist && npm install --omit=dev --omit=optional", + "build:install": "cd dist && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" }, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, + "author": "aws-mediaent-solutions", "devDependencies": { "core-lib": "file:../../../layers/core-lib", - "service-backlog-lib": "file:../../../layers/service-backlog-lib", "mediainfo": "file:../../../layers/mediainfo", - "@babel/plugin-transform-modules-commonjs": "^7.19.6", - "jest": "^29.3.1" - }, - "license": "Apache-2.0" + "service-backlog-lib": "file:../../../layers/service-backlog-lib" + } } diff --git a/source/main/ingest/audio/setEnvVars.js b/source/main/ingest/audio/setEnvVars.js index 331686f..b29b464 100644 --- a/source/main/ingest/audio/setEnvVars.js +++ b/source/main/ingest/audio/setEnvVars.js @@ -2,7 +2,7 @@ process.env.ENV_ES_DOMAIN_ENDPOINT = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_ID = 'Test_ENV_Variable'; process.env.ENV_RESOURCE_PREFIX = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_UUID = 'Test_ENV_Variable'; -process.env.ENV_ANONYMIZED_USAGE = 'Test_ENV_Variable'; +process.env.ENV_ANONYMOUS_USAGE = 'Test_ENV_Variable'; process.env.ENV_IOT_HOST = 'Test_ENV_Variable'; process.env.ENV_IOT_TOPIC = 'Test_ENV_Variable'; process.env.ENV_PROXY_BUCKET = 'Test_ENV_Variable'; diff --git a/source/main/ingest/audio/stateMachineDefinition.json b/source/main/ingest/audio/stateMachineDefinition.json index b5f55d9..339acca 100644 --- a/source/main/ingest/audio/stateMachineDefinition.json +++ b/source/main/ingest/audio/stateMachineDefinition.json @@ -4,7 +4,7 @@ "States": { "Run mediainfo": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${IngestAudioLambda.Arn}", "Parameters": { "operation": "run-mediainfo", "uuid.$": "$.uuid", @@ -29,7 +29,7 @@ "Type": "Task", "Resource":"arn:aws:states:::lambda:invoke.waitForTaskToken", "Parameters": { - "FunctionName": "${a0}", + "FunctionName": "${IngestAudioLambda}", "Payload": { "token.$":"$$.Task.Token", "operation": "start-transcode", diff --git a/source/main/ingest/audio/states/run-mediainfo/index.js b/source/main/ingest/audio/states/run-mediainfo/index.js index 8128dd3..4fbba84 100644 --- a/source/main/ingest/audio/states/run-mediainfo/index.js +++ b/source/main/ingest/audio/states/run-mediainfo/index.js @@ -5,6 +5,7 @@ const PATH = require('path'); const { DB, CommonUtils, + MimeTypeHelper, Environment, StateData, IngestError, @@ -80,28 +81,47 @@ class StateRunMediaInfo { /* remove image from data */ const buf = Buffer.from(track.coverData, 'base64'); delete track.coverData; - const ext = CommonUtils.getExtensionByMime(track.coverMime); + const ext = MimeTypeHelper.getExtensionByMime(track.coverMime); if (!ext) { return undefined; } /* upload cover art */ const bucket = dest.bucket; + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal const prefix = PATH.join(dest.prefix, CATEGORY_TRANSCODE, OUTPUT_TYPE_PROXY, '/'); const name = `${BASENAME_COVER_ART}.${ext}`; return CommonUtils.uploadFile(bucket, prefix, name, buf) - .then(() => PATH.join(prefix, name)) + .then(() => { + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const output = PATH.join(prefix, name); + return output; + }) .catch(e => console.error(e)); } async uploadMediainfoFiles(dest, json, xml) { const bucket = dest.bucket; + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal const prefix = PATH.join(dest.prefix, CATEGORY); return Promise.all([ CommonUtils.uploadFile(bucket, prefix, JSON_OUTPUT, json) - .then(() => PATH.join(prefix, JSON_OUTPUT)) + .then(() => { + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const output = PATH.join(prefix, JSON_OUTPUT); + return output; + }) .catch(e => console.error(e)), CommonUtils.uploadFile(bucket, prefix, XML_OUTPUT, xml) - .then(() => PATH.join(prefix, XML_OUTPUT)) + .then(() => { + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const output = PATH.join(prefix, XML_OUTPUT); + return output; + }) .catch(e => console.error(e)), ]); } diff --git a/source/main/ingest/audio/states/start-transcode/index.js b/source/main/ingest/audio/states/start-transcode/index.js index 62f1ab4..860dd99 100644 --- a/source/main/ingest/audio/states/start-transcode/index.js +++ b/source/main/ingest/audio/states/start-transcode/index.js @@ -165,6 +165,8 @@ class StateStartTranscode { } makeOutputPrefix(prefix, keyword = '') { + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal return PATH.join(prefix, CATEGORY, keyword, '/'); } diff --git a/source/main/ingest/automation/README.md b/source/main/ingest/automation/README.md index a194f43..1955ee3 100644 --- a/source/main/ingest/automation/README.md +++ b/source/main/ingest/automation/README.md @@ -2,28 +2,24 @@ ## State Machine Service Integration -Traditionally when you start a process that takes long time to finish, one common technique is to use a ```for loop``` to periodically check the status of the process (polling) and wait for the process to complete, illustrated in the following diagram. +Traditionally, when you start a process that takes a long time to finish, a common technique is to use a `for loop` to periodically check the status of the process (polling) and wait for the process to complete, as illustrated in the following diagram. ![Ingest Video Polling State Machine](../../../../deployment/tutorials/images/ingest-video-polling-state-machine.png) -While polling status works fine, it is not optimal approach as it requires resources to periodically wake up and check the status. +While polling the status works fine, it is not an optimal approach, as it requires resources to periodically wake up and check the status. -The Media2Cloud guidance uses an event-driven (async wait) approach using the [Step Functions Service Integration Pattern](https://docs.aws.amazon.com/step-functions/latest/dg/connect-to-resource.html) where we pause the state machine execution, release the lambda resource, and wait for an _external signal_ to resume the execution. The technique allows us to optimize the use of resources and simplify the workflow. The following diagram demonstrates an event-driven approach. +The Media2Cloud solution uses an event-driven (async wait) approach using the [Step Functions Service Integration Pattern](https://docs.aws.amazon.com/step-functions/latest/dg/connect-to-resource.html), where we pause the state machine execution, release the Lambda resource, and wait for an _external signal_ to resume the execution. This technique allows us to optimize the use of resources and simplify the workflow. The following diagram demonstrates an event-driven approach. ![Event Driven State Machine](../../../../deployment/tutorials/images/ingest-video-async-state-machine.png) -This techique is used in both [Ingest Video State Machine](../video/README.md) and [Ingest Audio State Machine](../audio/README.md) workflows where an asynchronous wait state operation (starting a mediaconvert job) is implemented. In this chapter, we explain how it is accomplished by exploring the service components involved and walkthrough the connections (wiring) behind the scene. +This technique is used in both [Ingest Video State Machine](../video/README.md) and [Ingest Audio State Machine](../audio/README.md) workflows, where an asynchronous wait state operation (starting a MediaConvert job) is implemented. In this chapter, we explain how it is accomplished by exploring the service components involved and walking through the connections (wiring) behind the scenes. -![State Mahchine Service Integration](../../../../deployment/tutorials/images/ingest-video-service-integration.png) - -__ +![State Machine Service Integration](../../../../deployment/tutorials/images/ingest-video-service-integration.png) ### Service components -* An Amazon DynamoDB table (service-token) is used to store a ```Job ID``` of the transcoding job and a ```state machine execution token``` which is used to communicate back to the state machine execution. -* An Amazon CloudWatch Event Rule (mediaconvert-status-change-event) configures to listen to [MediaConvert Job State Change](https://docs.aws.amazon.com/mediaconvert/latest/ug/mediaconvert_cwe_events.html) event with the status of _COMPLETE_, _CANCELED_, and _ERROR_. -* An AWS Lambda function (ingest-status-updater) is attached to the _mediaconvert-status-change-event_ Event Rule and to send the job result back to the state machine execution. - -__ +* An Amazon DynamoDB table (service-token) is used to store a `Job ID` of the transcoding job and a `state machine execution token`, which is used to communicate back to the state machine execution. +* An Amazon CloudWatch Event Rule (mediaconvert-status-change-event) is configured to listen to [MediaConvert Job State Change](https://docs.aws.amazon.com/mediaconvert/latest/ug/mediaconvert_cwe_events.html) events with the status of _COMPLETE_, _CANCELED_, and _ERROR_. +* An AWS Lambda function (ingest-status-updater) is attached to the _mediaconvert-status-change-event_ Event Rule and sends the job result back to the state machine execution. ### Walkthrough @@ -34,13 +30,13 @@ To enable the asynchronous wait state in the state machine, we will first config "States": { "Run mediainfo": { ... - "Next": "Start and wait for mediaconvert job", + "Next": "Start and wait for mediaconvert job" }, "Start and wait for mediaconvert job": { "Type": "Task", "Resource": "arn:aws:states:::lambda:invoke.waitForTaskToken", "Parameters": { - "FunctionName": "INGEST_VIDEO_LAMBDA", + "FunctionName": "[INGEST_VIDEO_LAMBDA]", "Payload": { "token.$": "$$.Task.Token", ... @@ -52,41 +48,40 @@ To enable the asynchronous wait state in the state machine, we will first config } ``` -In the ```Start and wait for mediaconvert job``` state definition, we specify the _Resource_ to be [arn:aws:states:::lambda:invoke.waitForTaskToken](https://docs.aws.amazon.com/step-functions/latest/dg/connect-to-resource.html#connect-wait-token) that instructs the state machine to wait for a task result to come back before the state should exit. We also set _token.$_ to [$$.Task.Token](https://docs.aws.amazon.com/step-functions/latest/dg/connect-to-resource.html#connect-wait-token) to pass in the unique execution token to the lambda function. The execution token is used to identify the current state machine execution and will be used by an external process to signal back to the current execution. +In the `Start and wait for mediaconvert job` state definition, we specify the _Resource_ to be [arn:aws:states:::lambda:invoke.waitForTaskToken](https://docs.aws.amazon.com/step-functions/latest/dg/connect-to-resource.html#connect-wait-token), which instructs the state machine to wait for a task result to come back before the state should exit. We also set _token.$_ to [$$.Task.Token](https://docs.aws.amazon.com/step-functions/latest/dg/connect-to-resource.html#connect-wait-token) to pass the unique execution token to the Lambda function. The execution token is used to identify the current state machine execution and will be used by an external process to signal back to the current execution. -When the ```Start and wait mediaconvert job``` state executes, a lambda function starts a mediaconvert job by calling [MediaConvert.CreateJob](https://docs.aws.amazon.com/mediaconvert/latest/apireference/jobs.html#jobspost) API in _Step 1_. The response of the API returns a unique Job ID. The lambda function then registers the Job ID and the unique state machine execution token to the service-token DynamoDB table in _Step 2_. At this point, the lambda function exists and the state machine execution is put in a _Pause_ state waiting for the task result to come back. +When the `Start and wait for mediaconvert job` state executes, a Lambda function starts a MediaConvert job by calling the [MediaConvert.CreateJob](https://docs.aws.amazon.com/mediaconvert/latest/apireference/jobs.html#jobspost) API in _Step 1_. The response of the API returns a unique Job ID. The Lambda function then registers the Job ID and the unique state machine execution token to the service-token DynamoDB table in _Step 2_. At this point, the Lambda function exits, and the state machine execution is put in a _Pause_ state, waiting for the task result to come back. -When the mediaconvert job is completed, it emits [MediaConvert Job State Change](https://docs.aws.amazon.com/mediaconvert/latest/ug/mediaconvert_cwe_events.html) event to Amazon CloudWatch Event in _Step 3_ where our Amazon CloudWatch Event Rule (mediaconvert-status-change-event) invokes a lambda function (ingest-status-updater) to process in _Step 4 and 5_. +When the MediaConvert job is completed, it emits a [MediaConvert Job State Change](https://docs.aws.amazon.com/mediaconvert/latest/ug/mediaconvert_cwe_events.html) event to Amazon CloudWatch Event in _Step 3_, where our Amazon CloudWatch Event Rule (mediaconvert-status-change-event) invokes the ingest-status-updater Lambda function to process in _Step 4 and 5_. -The ingest-status-updater lambda function looks up the execution token from the service-token DynamoDB table using the MediaConvert Job ID in _Step 6_. It then calls [StepFunctions.SendTaskSuccess](https://docs.aws.amazon.com/step-functions/latest/apireference/API_SendTaskSuccess.html) API to notify the state machine execution in _Step 7_. +The ingest-status-updater Lambda function looks up the execution token from the service-token DynamoDB table using the MediaConvert Job ID in _Step 6_. It then calls the [StepFunctions.SendTaskSuccess](https://docs.aws.amazon.com/step-functions/latest/apireference/API_SendTaskSuccess.html) API to notify the state machine execution in _Step 7_. The state machine execution resumes from the _Pause_ state and continues the rest. -____ +### Handling changes on Ingest table +[DynamoDB Streams](https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/Streams.html) captures data changes in an Amazon DynamoDB table, allowing you to react to changes that have been made to a specific table. -## Handling changes on Ingest table -[DynamoDB Streams](https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/Streams.html) feature captures data changes in an Amazon DynamoDB table that allows you to react to changes that have been made to a specific table. +The ingest DynamoDB table enables the DynamoDB Stream feature, which allows us to react to changes on the ingest table and enable logics such as cleaning up generated proxies and metadata files when an item has been removed from the table or updating the Amazon OpenSearch indices when certain ingest fields have been modified. -The ingest DynamoDB table enables the DynamoDB Stream feature that allows us to react on changes on the ingest table and to enable logics such as cleaning up generated proxies and metadata files when an item has been removed from the table or updating the Amazon OpenSearch indices when certain ingest fields have been modified. - -The DynamoDB Stream attaches the ingest-status-updater lambda function which implements the actions. +The DynamoDB Stream attaches the ingest-status-updater Lambda function, which implements the actions. ### On item removed event -When an item has been removed from the ```ingest``` table, the ingest-status-change lambda function removes proxies and metadata files from the Amazon S3 proxy bucket and deletes documents from the Amazon OpenSearch indices. It also deletes corresponding items from the ```aiml``` DynamoDB table. +When an item has been removed from the `ingest` table, the ingest-status-change Lambda function removes proxies and metadata files from the Amazon S3 proxy bucket and deletes documents from the Amazon OpenSearch indices. It also deletes corresponding items from the `aiml` DynamoDB table. ### On item modified event -When the _status_ or _overallStatus_ field is updated in the ```ingest``` table, the lambda function updates the document in the Amazon OpenSearch indices to refresh the changes. +When the _status_ or _overallStatus_ field is updated in the `ingest` table, the Lambda function updates the document in the Amazon OpenSearch indices to refresh the changes. -__ +### AWS Lambda function (ingest-status-updater) -## AWS Lambda function (ingest-status-updater) -The following AWS XRAY trace diagram illustrates the AWS resources this lambda function communicates to. +The ingest-status-updater Lambda function requires permission to access various resources: +- Send task results to `INGEST_VIDEO_STATE_MACHINE` and `INGEST_AUDIO_STATE_MACHINE` +- Get or update status in `SERVICE_TOKEN_TABLE`, `INGEST_TABLE`, `AIML_TABLE` +- Get events from `INGEST_TABLE_DDB_STREAM` +- Access to both Amazon S3 `INGEST_BUCKET` and `PROXY_BUCKET` +- Update changes to `OPENSEARCH_CLUSTER` -![Ingest Status Updater Lambda function](../../../../deployment/tutorials/images/ingest-status-updater-lambda.png) -__ - -## IAM Role Permission +#### _IAM Role Policy_ ```json { @@ -98,8 +93,8 @@ __ "states:SendTaskFailure" ], "Resource": [ - "INGEST_VIDEO_STATE_MACHINE", - "INGEST_AUDIO_STATE_MACHINE" + "[INGEST_VIDEO_STATE_MACHINE]", + "[INGEST_AUDIO_STATE_MACHINE]" ], "Effect": "Allow" }, @@ -111,20 +106,20 @@ __ "dynamodb:DeleteItem" ], "Resource": [ - "SERVICE_TOKEN_TABLE", - "INGEST_TABLE", - "AIML_TABLE", + "[SERVICE_TOKEN_TABLE]", + "[INGEST_TABLE]", + "[AIML_TABLE]", ], "Effect": "Allow" }, { "Action": "iot:Publish", - "Resource": "IOT_STATUS_TOPIC", + "Resource": "[IOT_TOPIC]", "Effect": "Allow" }, { "Action": "sns:Publish", - "Resource": "SNS_STATUS_TOPIC", + "Resource": "[SNS_TOPIC]", "Effect": "Allow" }, { @@ -134,12 +129,12 @@ __ "dynamodb:GetShardIterator", "dynamodb:ListStreams" ], - "Resource": "INGEST_TABLE_DDB_STREAM", + "Resource": "[INGEST_TABLE_DDB_STREAM]", "Effect": "Allow" }, { "Action": "s3:ListBucket", - "Resource": "PROXY_BUCKET", + "Resource": "[PROXY_BUCKET]", "Effect": "Allow" }, { @@ -147,7 +142,7 @@ __ "s3:GetObject", "s3:DeleteObject" ], - "Resource": "PROXY_BUCKET", + "Resource": "[PROXY_BUCKET]", "Effect": "Allow" }, { @@ -159,7 +154,7 @@ __ "es:ESHttpDelete" ], "Resource": [ - "OPENSEARCH_CLUSTER" + "[OPENSEARCH_CLUSTER]" ], "Effect": "Allow" } @@ -167,6 +162,12 @@ __ } ``` +#### _X-Ray Trace_ + +The AWS XRAY trace diagram, shown below, illustrates the AWS services this lambda function communicates to. + +![Ingest Status Updater Lambda function](../../../../deployment/tutorials/images/ingest-status-updater-lambda.png) + __ Back to [Ingest Main State Machine](../main/README.md) | Back to [Table of contents](../../../../README.md#table-of-contents) diff --git a/source/main/ingest/automation/status-updater/index.js b/source/main/ingest/automation/status-updater/index.js index 6eb1001..c6fa163 100644 --- a/source/main/ingest/automation/status-updater/index.js +++ b/source/main/ingest/automation/status-updater/index.js @@ -3,6 +3,7 @@ const { SNS, + M2CException, } = require('core-lib'); const CloudWatchStatus = require('./lib/cloudwatch'); const DDBStreamEvent = require('./lib/ddbstream'); @@ -11,7 +12,7 @@ const REQUIRED_ENVS = [ 'ENV_SOLUTION_ID', 'ENV_RESOURCE_PREFIX', 'ENV_SOLUTION_UUID', - 'ENV_ANONYMIZED_USAGE', + 'ENV_ANONYMOUS_USAGE', 'ENV_IOT_HOST', 'ENV_IOT_TOPIC', 'ENV_INGEST_BUCKET', @@ -31,7 +32,7 @@ exports.handler = async (event, context) => { const missing = REQUIRED_ENVS.filter(x => process.env[x] === undefined); if (missing.length) { - throw new Error(`missing env, ${missing.join(', ')}`); + throw new M2CException(`missing env, ${missing.join(', ')}`); } let instance; if (event.source) { @@ -39,7 +40,7 @@ exports.handler = async (event, context) => { } else if (event.Records && event.Records[0].eventSource === DDB_STREAM_SOURCE) { instance = new DDBStreamEvent(event, context); } else { - throw new Error('event not supported. exiting....'); + throw new M2CException('event not supported. exiting....'); } return instance.process(); } catch (e) { diff --git a/source/main/ingest/automation/status-updater/index.spec.js b/source/main/ingest/automation/status-updater/index.spec.js index 7aaf9be..0f97b23 100644 --- a/source/main/ingest/automation/status-updater/index.spec.js +++ b/source/main/ingest/automation/status-updater/index.spec.js @@ -24,7 +24,7 @@ const { JobCompleted } = require('core-lib/lib/states'); const event_CloudWatchStatus = { "operation": "create-record", "input": { - "bucket": "so0050-0a9ab6b1a00f-account-number-us-east-1-ingest", + "bucket": "so0050-111111111111-account-number-us-east-1-ingest", "key": "speech/speech.mp3", "uuid": "60aa12c0-b046-1db7-b9e2-3a3aac69b500", "aiOptions": { @@ -62,11 +62,11 @@ const event_CloudWatchStatus = { }, "attributes": {}, "destination": { - "bucket": "so0050-0a9ab6b1a00f-account-number-us-east-1-proxy", + "bucket": "so0050-111111111111-account-number-us-east-1-proxy", "prefix": "60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/" } }, - "executionArn": "arn:aws:states:us-east-1:account-number:execution:so0050-0a9ab6b1a00f-ingest-main:b13ecca9-ad1e-440a-9773-1e1bc6095a0f" + "executionArn": "arn:aws:states:us-east-1:account-number:execution:so0050-111111111111-ingest-main:b13ecca9-ad1e-440a-9773-1e1bc6095a0f" } diff --git a/source/main/ingest/automation/status-updater/jest.config.js b/source/main/ingest/automation/status-updater/jest.config.js index ea7e24a..274ec67 100644 --- a/source/main/ingest/automation/status-updater/jest.config.js +++ b/source/main/ingest/automation/status-updater/jest.config.js @@ -1,6 +1,5 @@ module.exports = { - setupTestFrameworkScriptFile: 'tests/setup.js', - transform: { + transform: { '^.+\\.jsx?$': 'babel-jest', }, roots: [''], diff --git a/source/main/ingest/automation/status-updater/lib/cloudwatch/index.js b/source/main/ingest/automation/status-updater/lib/cloudwatch/index.js index 756b5a6..6890037 100644 --- a/source/main/ingest/automation/status-updater/lib/cloudwatch/index.js +++ b/source/main/ingest/automation/status-updater/lib/cloudwatch/index.js @@ -1,29 +1,24 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + SFNClient, + SendTaskSuccessCommand, + SendTaskFailureCommand, + TaskTimedOut, + TaskDoesNotExist, +} = require('@aws-sdk/client-sfn'); const { JobStatusError, Environment, + xraysdkHelper, + retryStrategyHelper, } = require('core-lib'); const MediaConvertStatusChangeEvent = require('./mediaConvertStatusChangeEvent'); const BACKLOG_SOURCE_TYPE = 'custom.servicebacklog'; const SERVICE_MEDIACONVERT = 'mediaconvert:'; - -const EXCEPTION_TASK_TIMEOUT = 'TaskTimedOut'; -const EXCEPTION_TASK_NOTEXIST = 'TaskDoesNotExist'; -const IGNORED_EXECEPTION_LIST = [ - EXCEPTION_TASK_TIMEOUT, - EXCEPTION_TASK_NOTEXIST, -]; +const CUSTOM_USER_AGENT = Environment.Solution.Metrics.CustomUserAgent; class CloudWatchStatus { constructor(event, context) { @@ -87,36 +82,68 @@ class CloudWatchStatus { } async sendTaskSuccess() { - return (new AWS.StepFunctions({ - apiVersion: '2016-11-23', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - })).sendTaskSuccess({ - output: JSON.stringify(this.stateData.toJSON()), + const output = JSON.stringify(this.stateData.toJSON()); + + const stepfunctionClient = xraysdkHelper(new SFNClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new SendTaskSuccessCommand({ + output, taskToken: this.token, - }).promise() + }); + + return stepfunctionClient.send(command) .catch((e) => { - if (IGNORED_EXECEPTION_LIST.indexOf(e.code) >= 0) { + if (e instanceof TaskTimedOut + || e instanceof TaskDoesNotExist) { return undefined; } - console.log(`[ERR]: sendTaskSuccess: ${e.code}: ${e.message}`, JSON.stringify(this.stateData.toJSON())); + console.error( + 'ERR:', + 'CloudWatchStatus.sendTaskSuccess:', + `${command.constructor.name}:`, + e.$metadata.httpStatusCode, + e.name, + e.message, + output + ); throw e; }); } async sendTaskFailure(error) { - return (new AWS.StepFunctions({ - apiVersion: '2016-11-23', - customUserAgent: Environment.Solution.Metrics.CustomUserAgent, - })).sendTaskFailure({ - taskToken: this.token, - error: error.name, + const message = { + error: error.name || error.code, cause: error.message, - }).promise() + }; + + const stepfunctionClient = xraysdkHelper(new SFNClient({ + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new SendTaskFailureCommand({ + ...message, + taskToken: this.token, + }); + + return stepfunctionClient.send(command) .catch((e) => { - if (e.code === EXCEPTION_TASK_TIMEOUT) { + if (e instanceof TaskTimedOut + || e instanceof TaskDoesNotExist) { return undefined; } - console.log(`[ERR]: sendTaskFailure: ${e.code}: ${e.message}`, error.name, error.message); + console.error( + 'ERR:', + 'CloudWatchStatus.sendTaskFailure:', + `${command.constructor.name}:`, + e.$metadata.httpStatusCode, + e.name, + e.message, + JSON.stringify(message) + ); throw e; }); } diff --git a/source/main/ingest/automation/status-updater/lib/ddbstream/index.js b/source/main/ingest/automation/status-updater/lib/ddbstream/index.js index 7d45a23..6ba4c9b 100644 --- a/source/main/ingest/automation/status-updater/lib/ddbstream/index.js +++ b/source/main/ingest/automation/status-updater/lib/ddbstream/index.js @@ -1,14 +1,9 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require('aws-xray-sdk'); - return AWSXRay.captureAWS(require('aws-sdk')); - } catch (e) { - return require('aws-sdk'); - } -})(); +const { + unmarshall, +} = require('@aws-sdk/util-dynamodb'); const PATH = require('path'); const { Environment, @@ -26,7 +21,7 @@ const MEDIA_TYPES = [ 'document', 'image', ]; -const INDEX_INGEST = 'ingest'; +const INDEX_CONTENT = Indexer.getContentIndex(); const PROXY_PREFIXES = [ '/transcode/', '/mediainfo/', @@ -47,9 +42,10 @@ class DDBStreamEvent { } static unmarshallData(data) { - return (data !== undefined) - ? AWS.DynamoDB.Converter.unmarshall(data) - : undefined; + if (data === undefined) { + return data; + } + return unmarshall(data); } get event() { @@ -70,10 +66,21 @@ class DDBStreamEvent { PartitionKey: Environment.DynamoDB.AIML.PartitionKey, SortKey: Environment.DynamoDB.AIML.SortKey, }); - return Promise.all(MEDIA_TYPES.map((type) => - db.purge(uuid, type) - .catch((e) => - console.error(`[ERR]: db.delete: ${uuid} ${e.code} ${e.message}`)))); + + return Promise.all(MEDIA_TYPES + .map((type) => + db.purge(uuid, type) + .catch((e) => { + console.error( + 'ERR:', + 'DDBStreamEvent.deleteFromAnalysisTable:', + 'db.purge:', + e.name, + e.message, + uuid + ); + return undefined; + }))); } async deleteFromS3(uuid, keepProxies = false) { @@ -86,8 +93,18 @@ class DDBStreamEvent { response = await CommonUtils.listObjects(bucket, prefix, { ContinuationToken: (response || {}).NextContinuationToken, MaxKeys: 300, - }).catch((e) => - console.error(`[ERR]: CommonUtils.listObjects: ${prefix} ${e.code} ${e.message}`)); + }).catch((e) => { + console.error( + 'ERR:', + 'DDBStreamEvent.deleteFromS3:', + 'CommonUtils.listObjects:', + e.name, + e.message, + prefix + ); + return undefined; + }); + if (response && response.Contents) { let contents = response.Contents; if (keepProxies) { @@ -98,47 +115,85 @@ class DDBStreamEvent { return false; } /* if object is one of the prefixes, don't delete the object */ - for (let prefix of PROXY_PREFIXES) { - if (x.Key.indexOf(prefix) > 0) { + for (let i = 0; i < PROXY_PREFIXES.length; i++) { + if (x.Key.indexOf(PROXY_PREFIXES[i]) > 0) { return false; } } return true; }); } - await Promise.all(contents.map((x) => - CommonUtils.deleteObject(bucket, x.Key) - .then(() => - fileDeleted += 1) - .catch((e) => - console.error(`[ERR]: CommonUtils.deleteObject: ${x.Key} ${e.code} ${e.message}`)))); + await Promise.all(contents + .map((x) => + CommonUtils.deleteObject(bucket, x.Key) + .then(() => + fileDeleted += 1) + .catch((e) => { + console.error( + 'ERR:', + 'DDBStreamEvent.deleteFromS3:', + 'CommonUtils.deleteObject:', + e.name, + e.message, + x.Key + ); + return undefined; + }))); } } while ((response || {}).NextContinuationToken); return fileDeleted; } - async deleteFromOpenSearch(uuid, myIndices) { + async deleteDocumentFromOpenSearch(uuid) { + const indexer = new Indexer(); + + return indexer.deleteDocument( + INDEX_CONTENT, + uuid + ).catch((e) => { + console.log( + 'ERR:', + 'indexer.deleteDocument:', + INDEX_CONTENT, + uuid, + JSON.stringify(e.body) + ); + return undefined; + }); + } + + async dropAnalysisFieldsFromOpenSearch(uuid) { const indexer = new Indexer(); - const indices = myIndices || Indexer.getIndices(); - return Promise.all(indices.map((name) => - indexer.deleteDocument(name, uuid) - .catch((e) => - console.error(`[ERR]: indexer.deleteDocument: ${name}: ${uuid}: ${JSON.stringify(e.body, null, 2)}`)))); + + return indexer.dropAnalysisFields( + INDEX_CONTENT, + uuid + ).catch((e) => { + console.log( + 'ERR:', + 'indexer.dropAnalysisFields:', + INDEX_CONTENT, + uuid, + JSON.stringify(e.body) + ); + return undefined; + }); } async onRemoveEvent(event) { + // AssetRemoval state machine to handle deleting assets + return undefined; + /* const uuid = (event.oldImage || {}).uuid; if (!uuid) { return undefined; } return Promise.all([ - /* delete entries from analysis table */ this.deleteFromAnalysisTable(uuid), - /* delete all metadata from S3 */ this.deleteFromS3(uuid), - /* delete document from OpenSearch */ - this.deleteFromOpenSearch(uuid), + this.deleteDocumentFromOpenSearch(uuid), ]); + */ } async onInsertEvent(event) { @@ -166,16 +221,13 @@ class DDBStreamEvent { async onRemoveFieldAnalysis(uuid) { const keepProxies = true; - const indices = Indexer.getIndices() - .filter((x) => - x !== INDEX_INGEST); return Promise.all([ /* delete entries from analysis table */ this.deleteFromAnalysisTable(uuid), /* delete all metadata from S3 */ this.deleteFromS3(uuid, keepProxies), /* delete document from OpenSearch */ - this.deleteFromOpenSearch(uuid, indices), + this.dropAnalysisFieldsFromOpenSearch(uuid), ]); } @@ -192,43 +244,41 @@ class DDBStreamEvent { status, overallStatus, }; - await this.updateOpenSearch(uuid, fields, [ - INDEX_INGEST, - ]); + await this.updateOpenSearch(uuid, fields); return undefined; } - async updateOpenSearch(uuid, fields, indices) { - if (!indices.length || !uuid) { - return undefined; - } - const doc = JSON.parse(JSON.stringify(fields)); - if (Object.keys(doc).length === 0) { - return undefined; - } + async updateOpenSearch(uuid, fields) { const indexer = new Indexer(); - return Promise.all(indices.map((name) => - indexer.indexDocument(name, uuid, doc) - .catch((e) => - console.error(`[ERR]: indexer.indexDocument: ${name}: ${uuid}: ${JSON.stringify(e.body)}`)))); + + return indexer.update( + INDEX_CONTENT, + uuid, + fields + ).catch((e) => { + console.error( + 'ERR:', + 'DDBStreamEvent.updateOpenSearch:', + 'indexer.update:', + e.name, + e.message, + INDEX_CONTENT, + uuid, + JSON.stringify(fields) + ); + return undefined; + }); } async process() { - const responses = await Promise.all(this.records.map((x) => { - switch (x.event) { - case EVENT_REMOVE: - this.onRemoveEvent(x); - break; - case EVENT_INSERT: - this.onInsertEvent(x); - break; - case EVENT_MODIFY: - this.onModifyEvent(x); - break; - default: - return undefined; - } - })); + const responses = await Promise.all(this.records.map((x) => + ((x.event === EVENT_REMOVE) + ? this.onRemoveEvent(x) + : (x.event === EVENT_INSERT) + ? this.onInsertEvent(x) + : (x.event === EVENT_MODIFY) + ? this.onModifyEvent(x) + : undefined))); return responses; } } diff --git a/source/main/ingest/automation/status-updater/package-lock.json b/source/main/ingest/automation/status-updater/package-lock.json index 198277a..50f8dba 100644 --- a/source/main/ingest/automation/status-updater/package-lock.json +++ b/source/main/ingest/automation/status-updater/package-lock.json @@ -1,8798 +1,41 @@ { "name": "ingest-status-updater", - "version": "1.0.0", - "lockfileVersion": 2, + "version": "3.0.0", + "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "ingest-status-updater", - 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} - }, - "yargs-parser": { - "version": "21.1.1", - "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz", - "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==", - "dev": true - }, - "yocto-queue": { - "version": "0.1.0", - "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz", - "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==", - "dev": true + "node_modules/core-lib": { + "resolved": "../../../../layers/core-lib", + "link": true } } } diff --git a/source/main/ingest/automation/status-updater/package.json b/source/main/ingest/automation/status-updater/package.json index be995fd..8c604ed 100644 --- a/source/main/ingest/automation/status-updater/package.json +++ b/source/main/ingest/automation/status-updater/package.json @@ -1,6 +1,6 @@ { "name": "ingest-status-updater", - "version": "1.0.0", + "version": "3.0.0", "description": "(Ingest Automation) Status Updater to process MediaConvert CloudWatch events", "main": "index.js", "private": true, @@ -9,18 +9,12 @@ "test": "jest --coverage --coverageDirectory=../../../coverage", "build:clean": "rm -rf dist && mkdir -p dist", "build:copy": "cp -rv index.js package.json lib dist/", - "build:install": "cd dist && npm install --omit=dev --omit=optional", + "build:install": "cd dist && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" }, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, + "author": "aws-mediaent-solutions", "devDependencies": { - "core-lib": "file:../../../../layers/core-lib", - "@babel/plugin-transform-modules-commonjs": "^7.19.6", - "jest": "^29.3.1" - }, - "license": "Apache-2.0" + "core-lib": "file:../../../../layers/core-lib" + } } diff --git a/source/main/ingest/automation/status-updater/setEnvVars.js b/source/main/ingest/automation/status-updater/setEnvVars.js index 331686f..b29b464 100644 --- a/source/main/ingest/automation/status-updater/setEnvVars.js +++ b/source/main/ingest/automation/status-updater/setEnvVars.js @@ -2,7 +2,7 @@ process.env.ENV_ES_DOMAIN_ENDPOINT = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_ID = 'Test_ENV_Variable'; process.env.ENV_RESOURCE_PREFIX = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_UUID = 'Test_ENV_Variable'; -process.env.ENV_ANONYMIZED_USAGE = 'Test_ENV_Variable'; +process.env.ENV_ANONYMOUS_USAGE = 'Test_ENV_Variable'; process.env.ENV_IOT_HOST = 'Test_ENV_Variable'; process.env.ENV_IOT_TOPIC = 'Test_ENV_Variable'; process.env.ENV_PROXY_BUCKET = 'Test_ENV_Variable'; diff --git a/source/main/ingest/document/README.md b/source/main/ingest/document/README.md index 01432b1..58c2d5d 100644 --- a/source/main/ingest/document/README.md +++ b/source/main/ingest/document/README.md @@ -1,52 +1,68 @@ -# Ingest DocumentState Machine +# Document Ingest State Machine -The Ingest Document state machine uses third party tools, [Mozillia PDF.JS](https://github.com/mozilla/pdf.js) and [Node Canvas](https://github.com/Automattic/node-canvas) to extract PDF metadata and to convert individual pages into image files. +The Document Ingest State Machine uses PDF.JS to extract metadata of the PDF file and create image files of the PDF file. ![Document Ingest state machine](../../../../deployment/tutorials/images/ingest-document-state-machine.png) -__ -## Run PDFInfo and extract pages -A state where a lambda function uses [Mozillia PDF.JS](https://github.com/mozilla/pdf.js) tool to extract document metadata and pages and uses [Node Canvas](https://github.com/Automattic/node-canvas) to convert pages into PNG images. The document metadata and the PNG proxy images are stored to the Amazon S3 proxy bucket. The lambda function also updates the ```docinfo``` field in the Amazon DynamoDB ingest table. +#### _State: Run PDFInfo and extract pages_ -__ +The lambda function uses [Mozillia PDF.JS](https://github.com/mozilla/pdf.js) opensource tool to extract document metadata and pages and uses [Node Canvas](https://github.com/Automattic/node-canvas) to convert pages into PNG images. The document metadata and the PNG proxy images are stored to the Amazon S3 proxy bucket. The lambda function also updates the **docinfo** field in the Amazon DynamoDB ingest table. If the lambda function extracts and processes all the pages, it sets the $.status to COMPLETED indicating the extraction process has completed. Otherwise, the lambda function sets the $.status to PROCESSING indicating there are more pages to be processed. -## More pages? -A Choice state to ensure all the pages have been converted by checking _$.status_ flag. If the flag is set to _COMPLETED_, it moves to the next state, ```PDFInfo completed``` state. Otherwise, it transitions back to ```Run PDFInfo and extract pages``` state to continue. +#### _State: More pages?_ -__ +If the status is "COMPLETED," the workflow proceeds to the "PDFInfo completed" indicating the state machine has completed. Otherwise, it transitions back to the "Run PDFInfo and extract pages" state to resume the extraction process. + + +#### _State: PDFInfo completed_ -## PDFInfo completed A Succeed state indicated the process completes. __ -## AWS Lambda function (ingest-document) -The ingest-document lambda function provides the implementation to support multiple states of the ingest document state machine. The AWS XRAY trace diagram, shown below, illustrates the AWS services this lambda function communicates to. +#### _Image proxy output location_ -![Ingest Document Lambda function](../../../../deployment/tutorials/images/ingest-document-lambda.png) +Document Ingest State Machine generates images (one image per page) from the document. + +|Output|Location| +|:--|:--| +|Page images|s3://[PROXY_BUCKET]/[UUID]/[FILE_BASENAME]/transcode/proxy/XXXXXXXX.png| __ -## IAM Role Permisssion +### AWS Lambda function (ingest-document) + +The ingest-document lambda function provides the implementation to support multiple states of the ingest document state machine. It requires permission to access the INGEST_BUCKET, PROXY_BUCKET, and the INGEST_TABLE. + +#### _IAM Role Policy_ ```json + { "Version": "2012-10-17", "Statement": [ + { + "Action": [ + "logs:CreateLogGroup", + "logs:CreateLogStream", + "logs:PutLogEvents" + ], + "Resource": "[CLOUDWATCH_LOGS]", + "Effect": "Allow" + }, { "Action": "s3:ListBucket", - "Resource": "INGEST_BUCKET", + "Resource": "[INGEST_BUCKET]", "Effect": "Allow" }, { "Action": "s3:GetObject", - "Resource": "INGEST_BUCKET", + "Resource": "[INGEST_BUCKET]", "Effect": "Allow" }, { "Action": "s3:ListBucket", - "Resource": "PROXY_BUCKET", + "Resource": "[PROXY_BUCKET]", "Effect": "Allow" }, { @@ -54,7 +70,7 @@ __ "s3:GetObject", "s3:PutObject" ], - "Resource": "PROXY_BUCKET", + "Resource": "[PROXY_BUCKET]", "Effect": "Allow" }, { @@ -64,13 +80,20 @@ __ "dynamodb:UpdateItem", "dynamodb:DeleteItem" ], - "Resource": "INGEST_TABLE", + "Resource": "[INGEST_TABLE]", "Effect": "Allow" } ] } + ``` +#### _X-Ray Trace_ + +The AWS XRAY trace diagram, shown below, illustrates the AWS services this lambda function communicates to. + +![Ingest Document Lambda function](../../../../deployment/tutorials/images/ingest-document-lambda.png) + __ -Back to [Ingest State Machine](../main/README.md) | Back to [Table of contents](../../../../README.md#table-of-contents) +Back to [Ingestion Main State Machine](../main/README.md) | Back to [Table of contents](../../../../README.md#table-of-contents) diff --git a/source/main/ingest/document/example.pdf b/source/main/ingest/document/example.pdf deleted file mode 100644 index 38c576d..0000000 Binary files a/source/main/ingest/document/example.pdf and /dev/null differ diff --git a/source/main/ingest/document/index.js b/source/main/ingest/document/index.js index 51661e4..db1a116 100644 --- a/source/main/ingest/document/index.js +++ b/source/main/ingest/document/index.js @@ -27,8 +27,12 @@ exports.handler = async (event, context) => { const stateData = new StateData(Environment.StateMachines.Ingest, event, context); let instance; - if (event.operation === StateData.States.RunDocInfo) { - instance = new StateRunDocInfo(stateData); + switch (event.operation) { + case StateData.States.RunDocInfo: + instance = new StateRunDocInfo(stateData); + break; + default: + break; } if (!instance) { throw new IngestError(`${event.operation} not supported`); diff --git a/source/main/ingest/document/index.spec.js b/source/main/ingest/document/index.spec.js index 6a08a02..9bb9319 100644 --- a/source/main/ingest/document/index.spec.js +++ b/source/main/ingest/document/index.spec.js @@ -10,162 +10,115 @@ * OR CONDITIONS OF ANY KIND, express or implied. See the License for the specific language governing permissions * * and limitations under the License. * *********************************************************************************************************************/ -let { Environment, StateData, CommonUtils, DB } = require("core-lib"); -let StateRunDocInfo = require("./states/run-docinfo"); -let PDFLib = require("./states/run-docinfo/pdfLib"); -let AWSMock = require("aws-sdk-mock"); -const fs = require("fs"); -const PDF = require("pdfjs-dist"); - -const lambda = require("./index.js"); -let AWS = require("aws-sdk"); -AWSMock.setSDKInstance(AWS); - -const path = require("node:path"); -const STANDARD_FONTDATA_URL = path.join( - path.dirname(require.resolve("pdfjs-dist/package.json")), - "standard_fonts/" -); - -const document = Buffer.from(fs.readFileSync("example.pdf")); -const rawData = new Uint8Array(document); -const parsedDocument = PDF.getDocument({ - data: rawData, - standardFontDataUrl: STANDARD_FONTDATA_URL, -}).promise; + const { + Environment, + StateData, + AnalysisError, + } = require('core-lib'); + const StateRunDocInfo = require('./states/run-docinfo'); + +const lambda = require('./index.js'); +const { JobCompleted } = require('core-lib/lib/states'); + const event_StateRunDocInfo = { - operation: "run-docinfo", - input: { - bucket: "m2c-unit-test-pdf", - key: "example.pdf", - uuid: "cf9a0540-4efb-c826-c03d-3c969e4015ab", - aiOptions: { - celeb: true, - face: true, - facematch: true, - label: true, - moderation: true, - person: true, - text: true, - segment: true, - customlabel: false, - minConfidence: 80, - customLabelModels: [], - frameCaptureMode: 1003, - textROI: [true, true, true, true, true, true, true, true, true], - framebased: true, - transcribe: true, - keyphrase: true, - entity: true, - sentiment: true, - customentity: false, - textract: true, - languageCode: "en-US", - }, - attributes: {}, - destination: { - bucket: "m2c-unit-test-pdf", - prefix: "cf9a0540-4efb-c826-c03d-3c969e4015ab/example/", - }, - type: "document", - }, - data: { - restore: { - tier: "Bulk", - startTime: 1675386493721, - endTime: 1675386493721, + "operation": "run-docinfo", + "input": { + "bucket": "so0050-111111111111-000000000000-us-east-1-ingest", + "key": "2022_Columbia Sportswear_Employee Store Invite/2022_Columbia Sportswear_Employee Store Invite.pdf", + "uuid": "cf9a0540-4efb-c826-c03d-3c969e4015ab", + "aiOptions": { + "celeb": true, + "face": true, + "facematch": true, + "label": true, + "moderation": true, + "person": true, + "text": true, + "segment": true, + "customlabel": false, + "minConfidence": 80, + "customLabelModels": [], + "frameCaptureMode": 1003, + "textROI": [ + true, + true, + true, + true, + true, + true, + true, + true, + true + ], + "framebased": true, + "transcribe": true, + "keyphrase": true, + "entity": true, + "sentiment": true, + "customentity": false, + "textract": true, + "languageCode": "en-US" + }, + "attributes": {}, + "destination": { + "bucket": "so0050-111111111111-000000000000-us-east-1-proxy", + "prefix": "cf9a0540-4efb-c826-c03d-3c969e4015ab/2022_Columbia_Sportswear_Employee_Store_Invite/" + }, + "type": "document" }, - checksum: { - algorithm: "md5", - fileSize: 780806, - computed: "86814cf7dcc707d6b1598d5309d42e20", - storeChecksumOnTagging: true, - startTime: 1675386493942, - endTime: 1675386494082, - comparedWith: "object-metadata", - comparedResult: "MATCHED", - tagUpdated: true, + "data": { + "restore": { + "tier": "Bulk", + "startTime": 1675386493721, + "endTime": 1675386493721 + }, + "checksum": { + "algorithm": "md5", + "fileSize": 780806, + "computed": "86814cf7dcc707d6b1598d5309d42e20", + "storeChecksumOnTagging": true, + "startTime": 1675386493942, + "endTime": 1675386494082, + "comparedWith": "object-metadata", + "comparedResult": "MATCHED", + "tagUpdated": true + } }, - }, - progress: 0, - uuid: "cf9a0540-4efb-c826-c03d-3c969e4015ab", - status: "NOT_STARTED", -}; - -const context = { - invokedFunctionArn: "arn:partition:service:region:account-id:resource-id", - getRemainingTimeInMillis: 1000, -}; - -describe("#Main/Analysis/Main::", () => { - beforeAll(() => { - // Mute console.log output for internal functions - console.log = jest.fn(); - }); - - beforeEach(() => { - jest.resetModules(); // Most important - it clears the cache - - jest.spyOn(DB, "constructor").mockImplementationOnce(() => { - return { - async update(primaryValue, sortValue, attributes, merge = true) { - return "done"; - }, - }; - }); - jest.spyOn(DB.prototype, "update").mockImplementation(() => {}); - jest.spyOn(PDFLib, "parseDocument").mockImplementation(() => { - return parsedDocument; - }); - jest.spyOn(CommonUtils, "uploadFile").mockImplementation(() => { - return "done"; - }); + "progress": 0, + "uuid": "cf9a0540-4efb-c826-c03d-3c969e4015ab", + "status": "NOT_STARTED" + } - process.env = {}; - }); - test("Test the lambda handler ingest state", async () => { - process.env.ENV_SOLUTION_ID = "so050"; - process.env.ENV_RESOURCE_PREFIX = "/new-prefix/"; - process.env.ENV_IOT_HOST = "https://test.com/"; - process.env.ENV_IOT_TOPIC = "7080"; - process.env.ENV_INGEST_BUCKET = "test"; - process.env.ENV_PROXY_BUCKET = "test"; - const data = lambda.handler(event_StateRunDocInfo, context); +const context = { + invokedFunctionArn: 'arn:partition:service:region:account-id:resource-id', + getRemainingTimeInMillis: 1000 +} - expect(data).toBeDefined(); - }); - test("Test the lambda handler fail state", async () => { - expect(() => lambda.handler(event_StateRunDocInfo, context).toThrowError()); - }); + describe('#Main/Analysis/Main::', () => { - test("Test the StateRunDocInfo ingest state", async () => { - const stateData = new StateData( - Environment.StateMachines.DocumentIngest, - event_StateRunDocInfo, - context - ); + beforeAll(() => { + // Mute console.log output for internal functions + console.log = jest.fn(); + }); - let instance = new StateRunDocInfo(stateData); - await instance.process(); + beforeEach(() => { + }); + + test('Test the StateRunDocInfo ingest state', async () => { + const stateData = new StateData(Environment.StateMachines.DocumentIngest, event_StateRunDocInfo, context); - expect(instance).toBeDefined(); - }); + let instance = new RunMediainfo(stateData); + console.log(instance); + + expect(instance).toBeDefined(); + }); - test("Test the StateRunDocInfo s3 error", async () => { - expect(() => PDFLib.downloadS3().toThrowError()); - }); - test("Test the StateRunDocInfo s3 success", async () => { - const stream = "hello"; +}); - AWSMock.mock("S3", "getObject", { Body: stream }); - const theReturn = await PDFLib.downloadS3("bucket", "key"); - expect(theReturn).toBe(stream); - }); -}); diff --git a/source/main/ingest/document/jest.config.js b/source/main/ingest/document/jest.config.js index 2a53d8e..274ec67 100644 --- a/source/main/ingest/document/jest.config.js +++ b/source/main/ingest/document/jest.config.js @@ -1,15 +1,10 @@ module.exports = { - transform: { + transform: { '^.+\\.jsx?$': 'babel-jest', }, roots: [''], testMatch: ['**/*.spec.js'], coveragePathIgnorePatterns: ['/lib/utils.test.js'], coverageReporters: [['lcov', { projectRoot: '../../../../' }], 'text'], - setupFiles: ['/setEnvVars.js'], - modulePaths: [ - "/../../../layers/core-lib/node_modules/", - "/../../../layers/pdf-lib/node_modules/", - "/../../../layers/canvas-lib/node_modules/" - ] + setupFiles: ['/setEnvVars.js'] }; \ No newline at end of file diff --git a/source/main/ingest/document/package-lock.json b/source/main/ingest/document/package-lock.json index 8dbd721..cb5c71b 100644 --- a/source/main/ingest/document/package-lock.json +++ b/source/main/ingest/document/package-lock.json @@ -1,8834 +1,57 @@ { "name": "ingest-document", - 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"build:install": "cd dist && npm install --omit=dev --omit=optional", + "build:install": "cd dist && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" }, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, + "author": "aws-mediaent-solutions", "devDependencies": { - "canvas": "file:../../../layers/canvas-lib", "core-lib": "file:../../../layers/core-lib", - "pdfjs-dist": "file:../../../layers/pdf-lib", - "@babel/plugin-transform-modules-commonjs": "^7.19.6", - "jest": "^29.3.1" - }, - "license": "Apache-2.0" + "pdfjs-dist": "file:../../../layers/pdf-lib" + } } diff --git a/source/main/ingest/document/setEnvVars.js b/source/main/ingest/document/setEnvVars.js index 331686f..b29b464 100644 --- a/source/main/ingest/document/setEnvVars.js +++ b/source/main/ingest/document/setEnvVars.js @@ -2,7 +2,7 @@ process.env.ENV_ES_DOMAIN_ENDPOINT = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_ID = 'Test_ENV_Variable'; process.env.ENV_RESOURCE_PREFIX = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_UUID = 'Test_ENV_Variable'; -process.env.ENV_ANONYMIZED_USAGE = 'Test_ENV_Variable'; +process.env.ENV_ANONYMOUS_USAGE = 'Test_ENV_Variable'; process.env.ENV_IOT_HOST = 'Test_ENV_Variable'; process.env.ENV_IOT_TOPIC = 'Test_ENV_Variable'; process.env.ENV_PROXY_BUCKET = 'Test_ENV_Variable'; diff --git a/source/main/ingest/document/stateMachineDefinition.json b/source/main/ingest/document/stateMachineDefinition.json index cbc8e91..552947b 100644 --- a/source/main/ingest/document/stateMachineDefinition.json +++ b/source/main/ingest/document/stateMachineDefinition.json @@ -4,7 +4,7 @@ "States": { "Run PDFInfo and extract pages": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${IngestDocumentLambda.Arn}", "Parameters": { "operation": "run-docinfo", "uuid.$": "$.uuid", diff --git a/source/main/ingest/document/states/run-docinfo/index.js b/source/main/ingest/document/states/run-docinfo/index.js index 6d11eca..e3e9dea 100644 --- a/source/main/ingest/document/states/run-docinfo/index.js +++ b/source/main/ingest/document/states/run-docinfo/index.js @@ -1,30 +1,30 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const PATH = require("path"); +const PATH = require('path'); const { DB, CommonUtils, Environment, StateData, IngestError, -} = require("core-lib"); -const PDFLib = require("./pdfLib"); +} = require('core-lib'); +const PDFLib = require('./pdfLib'); -const DOCINFO = "docinfo"; -const CATEGORY = "transcode"; -const OUTPUT_TYPE_PROXY = "proxy"; +const DOCINFO = 'docinfo'; +const CATEGORY = 'transcode'; +const OUTPUT_TYPE_PROXY = 'proxy'; class StateRunDocInfo { constructor(stateData) { if (!(stateData instanceof StateData)) { - throw new IngestError("stateData not StateData object"); + throw new IngestError('stateData not StateData object'); } this.$stateData = stateData; } get [Symbol.toStringTag]() { - return "StateRunDocInfo"; + return 'StateRunDocInfo'; } get stateData() { @@ -35,7 +35,7 @@ class StateRunDocInfo { const src = this.stateData.input || {}; const dest = src.destination || {}; if (!dest.bucket || !dest.prefix) { - throw new IngestError("missing destination"); + throw new IngestError('missing destination'); } if (this.stateData.data === undefined) { this.stateData.data = {}; @@ -52,16 +52,12 @@ class StateRunDocInfo { /* make sure we allocate enough time for the next iteration */ const remained = this.stateData.getRemainingTime(); const consumed = new Date() - t0; - console.log( - `COMPLETED: Page #${data.cursor - 1} [Consumed/Remained: ${ - consumed / 1000 - }s / ${remained / 1000}s]` - ); - if (this.stateData.quitNow() || remained - consumed * 1.2 <= 0) { + console.log(`COMPLETED: Page #${data.cursor - 1} [Consumed/Remained: ${consumed / 1000}s / ${remained / 1000}s]`); + if (this.stateData.quitNow() || (remained - (consumed * 1.2) <= 0)) { break; } } while (data.cursor < data.numPages); - return data.cursor >= data.numPages + return (data.cursor >= data.numPages) ? this.setCompleted() : this.setProgress(Math.round((data.cursor / data.numPages) * 100)); } @@ -107,12 +103,14 @@ class StateRunDocInfo { return this.stateData.toJSON(); } - makeOutputPrefix(prefix, keyword = "") { - return PATH.join(prefix, CATEGORY, keyword, "/"); + makeOutputPrefix(prefix, keyword = '') { + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + return PATH.join(prefix, CATEGORY, keyword, '/'); } static makePNGFileName(idx) { - return `${String(idx).padStart(8, "0")}.png`; + return `${String(idx).padStart(8, '0')}.png`; } } diff --git a/source/main/ingest/document/states/run-docinfo/pdfLib.js b/source/main/ingest/document/states/run-docinfo/pdfLib.js index a86163c..ce89576 100644 --- a/source/main/ingest/document/states/run-docinfo/pdfLib.js +++ b/source/main/ingest/document/states/run-docinfo/pdfLib.js @@ -1,69 +1,78 @@ // Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. // SPDX-License-Identifier: Apache-2.0 -const AWS = (() => { - try { - const AWSXRay = require("aws-xray-sdk"); - return AWSXRay.captureAWS(require("aws-sdk")); - } catch (e) { - return require("aws-sdk"); - } -})(); -const path = require("node:path"); -const PDF = require("pdfjs-dist/legacy/build/pdf"); -const Canvas = require("canvas"); + +const { + S3Client, + GetObjectCommand, +} = require('@aws-sdk/client-s3'); +const { + xraysdkHelper, + retryStrategyHelper, + M2CException, +} = require('core-lib'); +const PDF = require('pdfjs-dist/legacy/build/pdf'); +const Canvas = require('canvas'); const CUSTOM_USER_AGENT = process.env.ENV_CUSTOM_USER_AGENT; const EXPECTED_BUCKET_OWNER = process.env.ENV_EXPECTED_BUCKET_OWNER; -const STANDARD_FONTDATA_URL = path.join( - path.dirname(require.resolve("pdfjs-dist/package.json")), - "standard_fonts/" -); +const STARDARD_FONTDATA_URL = '/opt/nodejs/node_modules/pdfjs-dist/standard_fonts/'; class NodeCanvasFactory { create(w, h) { if (!w || !h) { - throw new Error("invalid canvas size"); + throw new M2CException('invalid canvas size'); } const canvas = Canvas.createCanvas(w, h); return { canvas, - context: canvas.getContext("2d"), + context: canvas.getContext('2d'), }; } + + reset(data, w, h) { + if (!data.canvas) { + throw new M2CException('canvas not specified'); + } + if (!data.canvas.width || !data.canvas.height) { + throw new M2CException('invalid canvas size'); + } + data.canvas.width = w; + data.canvas.height = h; + } + + destroy(data) { + if (data.canvas) { + data.canvas.width = 0; + data.canvas.height = 0; + data.canvas = undefined; + data.context = undefined; + } + } } class PDFLib { - static async downloadS3(bucket, key) { - if (!bucket || !key) { - throw new Error("bucket or key not specified"); - } - const s3 = new AWS.S3({ - apiVersion: "2006-03-01", + static async parseDocument(bucket, key) { + const s3Client = xraysdkHelper(new S3Client({ computeChecksums: true, - signatureVersion: "v4", - s3DisableBodySigning: false, + applyChecksum: true, customUserAgent: CUSTOM_USER_AGENT, + retryStrategy: retryStrategyHelper(), + })); + + const command = new GetObjectCommand({ + Bucket: bucket, + Key: key, + ExpectedBucketOwner: EXPECTED_BUCKET_OWNER, }); - return s3 - .getObject({ - Bucket: bucket, - Key: key, - ExpectedBucketOwner: EXPECTED_BUCKET_OWNER, - }) - .promise() - .then((data) => data.Body) - .catch((e) => { - throw new Error(`${e.statusCode} ${e.code} ${bucket}/${key}`); - }); - } - static async parseDocument(bucket, key) { - const buffer = await PDFLib.downloadS3(bucket, key); - const rawData = new Uint8Array(buffer); - return PDF.getDocument({ - data: rawData, - standardFontDataUrl: STANDARD_FONTDATA_URL, - }).promise; + let buffer = await s3Client.send(command); + buffer = await buffer.Body.transformToByteArray(); + + const params = { + data: buffer, + standardFontDataUrl: STARDARD_FONTDATA_URL, + }; + return PDF.getDocument(params).promise; } static async toPNG(document, pageNum) { @@ -73,7 +82,10 @@ class PDFLib { scale: 1.0, }); const factory = new NodeCanvasFactory(); - const data = factory.create(viewport.width, viewport.height); + const data = factory.create( + viewport.width, + viewport.height + ); await page.render({ canvasContext: data.context, diff --git a/source/main/ingest/fixity/README.md b/source/main/ingest/fixity/README.md index da1ad08..b3e7490 100644 --- a/source/main/ingest/fixity/README.md +++ b/source/main/ingest/fixity/README.md @@ -1,89 +1,81 @@ # Ingest Fixity State Machine -The Ingest Fixity State Machine is a sub-state machine focuses on computing and validating the MD5 checksum of the ingested file. If the file is stored in ```GLACIER``` or ```DEEP_ARCHIVE``` storage class, the state machine temporarily restores the object before the checksum is performed. +The Ingest Fixity State Machine is a sub-state machine that focuses on computing and validating the MD5 checksum of the ingested file. If the file is stored in the "GLACIER" or "DEEP_ARCHIVE" storage class, the state machine temporarily restores the object before the checksum is performed. -![Ingest Fixty state machine](../../../../deployment/tutorials/images/ingest-fixity-state-machine.png) +![Ingest Fixity state machine](../../../../deployment/tutorials/images/ingest-fixity-state-machine.png) -__ - -## State: Check restore status -A state where a lambda function uses ```S3.HeadOject``` api to confirm the file is in ```STANDARD``` storage class and can be processed. If the file is in ```GLACIER``` or ```DEEP_ARCHIVE``` storage class, the lamba function call S3.RestoreStore to start the restore process. - -__ - -## State: Check restore status -A state where a lambda function uses ```S3.HeadOject``` api to confirm the file is in ```STANDARD``` storage class and can be processed. If the file is in ```GLACIER``` or ```DEEP_ARCHIVE``` storage class, the lamba function call S3.RestoreStore to start the restore process. +#### _State: Check restore status_ -__ +The state machine starts with a "Check restore status" Lambda function, which checks the current storage class of the ingested media using the `s3:HeadObject` API. If the media file is in the "STANDARD" storage class, the Lambda function sets the `$.status` to "COMPLETED," indicating the media file is ready for the fixity check process. If the media file is in the "GLACIER" or "DEEP_ARCHIVE" storage class, the Lambda function initiates an object restore process by using the `s3.RestoreObject` API. The Lambda function sets the `$.status` to "PROCESSING," indicating the object is being processed (restored). -## State: Restore completed? -A Choice state that checks _$.status_ flag. If the flag is set to _COMPLETED_ indicating the file is ready to be consumed, transitions to ```Compute Checksum``` state. Otherwise, moves to one of the following Wait states: -* ```Wait 4 mins``` state if _$.data.restore.tier_ is set to Expedited -* ```Wait 12 hrs``` state if _$.data.restore.storageClass_ is set to DEEP_ARCHIVE and _$.data.restore.tier_ is set to Bulk -* ```Wait 4 hrs``` state for the rest of the conditions. - -__ - -## State: Wait 4 mins -A Wait state to wait for 4 minutes and move back to ```Check restore status``` state. - -__ +#### _State: Restore completed?_ -## State: Wait 12 hrs -A Wait state to wait for 12 hours and move back to ```Check restore status``` state. +If the restoration is completed (status = "COMPLETED"), the workflow moves to the "Compute checksum" Lambda function, which calculates a checksum for the restored data. -__ +If the restoration is still in progress (status = "PROCESSING"), the workflow enters one of the Wait states: "Wait 4 mins" for 4 minutes, "Wait 12 hrs" for 12 hours, or "Wait 4 hrs" for 4 hours, depending on the storage class the media file is currently in. It then transitions back to the "Check restore status" Lambda function. This loop continues until the restoration is completed. -## State: Wait 4 hrs -A Wait state to wait for 4 hours and move back to ```Check restore status``` state. +#### _State: Wait 4 mins, Wait 12 hrs, Wait 4 hrs_ -__ +The state machine waits for a specific duration before rechecking the restoration status, depending on the storage class the media file is in. -## State: Compute checksum -A state where a lambda function computes MD5 checksum value of the file. The lambda function uses ```S3.GetObject``` byte range to fetch 20GB chunk at a time and computes the incremental MD5 hash value of the chunk, stores the incremental MD5 hash value to the _$.checksum.intermediateHash_ and tranistions to ```More data?``` State. +#### _State: Compute checksum_ -__ +A Lambda function calculates a checksum for the media file using `s3.GetObject`. Without downloading the media file locally, the Lambda function uses the byte range feature to fetch 20 GB chunks at a time, computes the incremental MD5 hash value of each chunk, and stores the hash value in `$.checksum.intermediateHash`. This allows the computation to be resumed in the next call. The Lambda function sets `$.status` to "COMPLETED" if the checksum of the entire media file has been calculated, or "PROCESSING" to resume the next computation. -## State: More data? -A Choice state to check _$.status flag_. If it is set to _COMPLETED_ indicating checksum has been computed, move to the next state, ```Validate checksum``` state. Otherwise, re-enters ```Compute checksum``` state to continue the next 20GB chunk of the file. +#### _State: More data?_ -__ +If the status is "COMPLETED," the workflow proceeds to the "Validate checksum" Lambda function, which validates the computed checksum against an expected value. -## State: Validate checksum -A state where a lambda function compares and validates the MD5 checksum value we computed ealier against _previously_ computed MD5 checksum value that was stored in the object metadata (```x-amz-metdata-md5```) or in the object tag (```computed-md5```). +#### _State: Validate checksum_ -__ +The validation is performed under the following conditions: +1. If an object metadata (`x-amz-metadata-md5`) is specified when the media file is uploaded, the Lambda function validates the computed checksum against the value of the object metadata. +2. If the checksum of the media file has been calculated by Media2Cloud in the past, Media2Cloud stores the computed checksum to the object taggings, named **computed-md5**, along with the last computed date, named **computed-md5-last-modified**. The Lambda function validates the newly computed checksum against this previously computed-md5 value, and updates the computed-md5-last-modified taggings with the current date and time. -## AWS Lambda function (ingest-fixity) -The ingest-fixity lambda function provides the implementation to support different states of the Fixity state machine. The following AWS XRAY trace diagram illustrates the AWS resources this lambda function communicates to. +Once the "Validate checksum" Lambda function completes, the state machine ends. -![Ingest Fixity Lambda function](../../../../deployment/tutorials/images/ingest-fixity-lambda.png) +### AWS Lambda function (ingest-fixity) -__ +The Ingest-Fixity Lambda function provides the implementation to support the different states of the Ingest Fixity state machine. It requires permission to access media files stored in the Amazon S3 bucket and modify the object taggings of the media file. -## IAM Role Permission +#### _IAM Role Policy_ ```json { - "Version": "2012-10-17", - "Statement": [ - { - "Action": [ - "s3:GetObject", - "s3:GetObjectTagging", - "s3:GetObjectVersionTagging", - "s3:PutObject", - "s3:PutObjectTagging", - "s3:PutObjectVersionTagging", - "s3:RestoreObject" - ], - "Resource": "INGEST_BUCKET", - "Effect": "Allow" - } - ] + "Version": "2012-10-17", + "Statement": [ + { + "Action": [ + "logs:CreateLogGroup", + "logs:CreateLogStream", + "logs:PutLogEvents" + ], + "Resource": "[CLOUDWATCH_LOGS]", + "Effect": "Allow" + }, + { + "Action": [ + "s3:GetObject", + "s3:GetObjectTagging", + "s3:GetObjectVersionTagging", + "s3:PutObject", + "s3:PutObjectTagging", + "s3:PutObjectVersionTagging", + "s3:RestoreObject" + ], + "Resource": "[INGEST_BUCKET]", + "Effect": "Allow" + } + ] } ``` +#### _X-Ray Trace_ + +The following AWS X-Ray trace diagram demonstrates the AWS services that this Lambda function communicates with. + +![Ingest Fixity Lambda function](../../../../deployment/tutorials/images/ingest-fixity-lambda.png) + __ -Back to [Ingest Main State Machine](../main/README.md) | Back to [Table of contents](../../../../README.md#table-of-contents) +Back to [Ingestion Main State Machine](../main/README.md) | Back to [Table of contents](../../../../README.md#table-of-contents) diff --git a/source/main/ingest/fixity/index.spec.js b/source/main/ingest/fixity/index.spec.js index 82a727e..ab37ef7 100644 --- a/source/main/ingest/fixity/index.spec.js +++ b/source/main/ingest/fixity/index.spec.js @@ -26,7 +26,7 @@ const { JobCompleted } = require('core-lib/lib/states'); const event_StateCheckRestoreStatus = { "operation": "check-restore-status", "input": { - "bucket": "so0050-0a9ab6b1a00f-193234372883-us-east-1-ingest", + "bucket": "so0050-111111111111-000000000000-us-east-1-ingest", "key": "speech/speech.mp3", "uuid": "60aa12c0-b046-1db7-b9e2-3a3aac69b500", "aiOptions": { @@ -64,7 +64,7 @@ const event_StateCheckRestoreStatus = { }, "attributes": {}, "destination": { - "bucket": "so0050-0a9ab6b1a00f-193234372883-us-east-1-proxy", + "bucket": "so0050-111111111111-000000000000-us-east-1-proxy", "prefix": "60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/" }, "type": "audio" @@ -78,7 +78,7 @@ const event_StateCheckRestoreStatus = { const event_StateComputeChecksum = { "operation": "compute-checksum", "input": { - "bucket": "so0050-0a9ab6b1a00f-193234372883-us-east-1-ingest", + "bucket": "so0050-111111111111-000000000000-us-east-1-ingest", "key": "speech/speech.mp3", "uuid": "60aa12c0-b046-1db7-b9e2-3a3aac69b500", "aiOptions": { @@ -116,7 +116,7 @@ const event_StateComputeChecksum = { }, "attributes": {}, "destination": { - "bucket": "so0050-0a9ab6b1a00f-193234372883-us-east-1-proxy", + "bucket": "so0050-111111111111-000000000000-us-east-1-proxy", "prefix": "60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/" }, "type": "audio" @@ -138,7 +138,7 @@ const event_StateValidateChecksum = { "status": "NOT_STARTED", "progress": 0, "input": { - "bucket": "so0050-0a9ab6b1a00f-193234372883-us-east-1-ingest", + "bucket": "so0050-111111111111-000000000000-us-east-1-ingest", "key": "speech/speech.mp3", "uuid": "60aa12c0-b046-1db7-b9e2-3a3aac69b500", "aiOptions": { @@ -176,7 +176,7 @@ const event_StateValidateChecksum = { }, "attributes": {}, "destination": { - "bucket": "so0050-0a9ab6b1a00f-193234372883-us-east-1-proxy", + "bucket": "so0050-111111111111-000000000000-us-east-1-proxy", "prefix": "60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/" }, "type": "audio" diff --git a/source/main/ingest/fixity/jest.config.js b/source/main/ingest/fixity/jest.config.js index ea7e24a..274ec67 100644 --- a/source/main/ingest/fixity/jest.config.js +++ b/source/main/ingest/fixity/jest.config.js @@ -1,6 +1,5 @@ module.exports = { - setupTestFrameworkScriptFile: 'tests/setup.js', - transform: { + transform: { '^.+\\.jsx?$': 'babel-jest', }, roots: [''], diff --git a/source/main/ingest/fixity/package-lock.json b/source/main/ingest/fixity/package-lock.json index 7ced51e..7e3b1fa 100644 --- a/source/main/ingest/fixity/package-lock.json +++ b/source/main/ingest/fixity/package-lock.json @@ -1,8823 +1,58 @@ { "name": "ingest-fixity", - "version": "1.0.0", - "lockfileVersion": 2, + "version": "3.0.0", + "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "ingest-fixity", - "version": "1.0.0", - "license": "Apache-2.0", + "version": "3.0.0", "devDependencies": { - "@babel/plugin-transform-modules-commonjs": "^7.19.6", "core-lib": "file:../../../layers/core-lib", - "fixity-lib": "file:../../../layers/fixity-lib", - "jest": "^29.3.1" + "fixity-lib": "file:../../../layers/fixity-lib" } }, "../../../layers/core-lib": { - "version": "1.0.0", + "version": "4.0.0", "dev": true, - "license": "Apache-2.0", "dependencies": { - "@npcz/magic": "^1.3.11", - "adm-zip": "^0.5.5", - "aws4": "^1.12.0", + "@npcz/magic": "^1.3.16", + "adm-zip": "^0.5.12", + "csv-parser": "^3.0.0", "mime": "^3.0.0", - "node-webvtt": "^1.9.3", - "sqlstring": "^2.3.1", - "tar-stream": "^3.1.6" + "node-webvtt": "^1.9.4", + "regression": "^2.0.1", + "tar-stream": "^3.1.7" }, "devDependencies": { - "aws-sdk": "2.831.0", - "aws-sdk-mock": "5.8.0", - 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} - }, - "yargs-parser": { - "version": "21.1.1", - "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz", - "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==", - "dev": true - }, - "yocto-queue": { - "version": "0.1.0", - "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz", - "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==", - "dev": true + "node_modules/fixity-lib": { + "resolved": "../../../layers/fixity-lib", + "link": true } } } diff --git a/source/main/ingest/fixity/package.json b/source/main/ingest/fixity/package.json index 959bbd8..08a48c6 100644 --- a/source/main/ingest/fixity/package.json +++ b/source/main/ingest/fixity/package.json @@ -1,6 +1,6 @@ { "name": "ingest-fixity", - "version": "1.0.0", + "version": "3.0.0", "description": "Ingest Fixity nested state machine lambda handles restoring object from s3 and running fixity check on s3 object", "main": "index.js", "private": true, @@ -9,19 +9,13 @@ "test": "jest --coverage --coverageDirectory=../../../coverage", "build:clean": "rm -rf dist && mkdir -p dist", "build:copy": "cp -rv index.js package.json states dist/", - "build:install": "cd dist && npm install --omit=dev --omit=optional", + "build:install": "cd dist && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" }, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, + "author": "aws-mediaent-solutions", "devDependencies": { "core-lib": "file:../../../layers/core-lib", - "fixity-lib": "file:../../../layers/fixity-lib", - "@babel/plugin-transform-modules-commonjs": "^7.19.6", - "jest": "^29.3.1" - }, - "license": "Apache-2.0" + "fixity-lib": "file:../../../layers/fixity-lib" + } } diff --git a/source/main/ingest/fixity/setEnvVars.js b/source/main/ingest/fixity/setEnvVars.js index 331686f..b29b464 100644 --- a/source/main/ingest/fixity/setEnvVars.js +++ b/source/main/ingest/fixity/setEnvVars.js @@ -2,7 +2,7 @@ process.env.ENV_ES_DOMAIN_ENDPOINT = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_ID = 'Test_ENV_Variable'; process.env.ENV_RESOURCE_PREFIX = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_UUID = 'Test_ENV_Variable'; -process.env.ENV_ANONYMIZED_USAGE = 'Test_ENV_Variable'; +process.env.ENV_ANONYMOUS_USAGE = 'Test_ENV_Variable'; process.env.ENV_IOT_HOST = 'Test_ENV_Variable'; process.env.ENV_IOT_TOPIC = 'Test_ENV_Variable'; process.env.ENV_PROXY_BUCKET = 'Test_ENV_Variable'; diff --git a/source/main/ingest/fixity/stateMachineDefinition.json b/source/main/ingest/fixity/stateMachineDefinition.json index f1a720a..60874c2 100644 --- a/source/main/ingest/fixity/stateMachineDefinition.json +++ b/source/main/ingest/fixity/stateMachineDefinition.json @@ -4,7 +4,7 @@ "States": { "Check restore status": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${IngestFixityLambda.Arn}", "Parameters": { "operation": "check-restore-status", "uuid.$": "$.uuid", @@ -71,7 +71,7 @@ }, "Compute checksum": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${IngestFixityLambda.Arn}", "Parameters": { "operation": "compute-checksum", "uuid.$": "$.uuid", @@ -105,7 +105,7 @@ }, "Validate checksum": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${IngestFixityLambda.Arn}", "Parameters": { "operation": "validate-checksum", "uuid.$": "$.uuid", diff --git a/source/main/ingest/fixity/states/check-restore-status/index.js b/source/main/ingest/fixity/states/check-restore-status/index.js index 029d9e4..bbf5bb5 100644 --- a/source/main/ingest/fixity/states/check-restore-status/index.js +++ b/source/main/ingest/fixity/states/check-restore-status/index.js @@ -43,7 +43,7 @@ class StateCheckRestoreStatus { async process() { const src = this.stateData.input; if (!src.bucket || !src.key) { - throw new RestoreError('mising input parameters'); + throw new RestoreError('missing input parameters'); } const response = await CommonUtils.headObject(src.bucket, src.key); @@ -54,7 +54,13 @@ class StateCheckRestoreStatus { ? new Date(restoreData[KEY_EXPIRY_DATE]).getTime() : undefined; - const storageClass = response.StorageClass; + /* INTELLIGENT_TIERING storage class reports the archive access in ArchiveStatus field */ + let storageClass = response.StorageClass; + if (response.ArchiveStatus === 'DEEP_ARCHIVE_ACCESS') { + storageClass = 'DEEP_ARCHIVE'; + } else if (response.ArchiveStatus === 'ARCHIVE_ACCESS') { + storageClass = 'GLACIER'; + } const tier = this.findRestoreRequestTier(storageClass); const startTime = ((this.stateData.data || {}).restore || {}).startTime || new Date().getTime(); @@ -150,7 +156,7 @@ class StateCheckRestoreStatus { await CommonUtils.restoreObject(src.bucket, src.key, { RestoreRequest: { - Days: days, + // Days: days, // <- INTELLIGENT_TIERING CANNOT SPECIFY THIS FIELD!!! GlacierJobParameters: { Tier: tier, }, diff --git a/source/main/ingest/fixity/states/compute-checksum/algorithm/base.js b/source/main/ingest/fixity/states/compute-checksum/algorithm/base.js index 6e975eb..bedc1b5 100644 --- a/source/main/ingest/fixity/states/compute-checksum/algorithm/base.js +++ b/source/main/ingest/fixity/states/compute-checksum/algorithm/base.js @@ -20,7 +20,7 @@ class BaseLib { this.$intermediateHash = checksum.intermediateHash || undefined; this.$computed = checksum.computed || undefined; this.$expected = checksum.expected || undefined; - this.$storeChecksumOnTagging = (checksum.storeChecksumOnTagging !== false); + this.$storeChecksumOnTagging = !(checksum.storeChecksumOnTagging === false); this.$bytesRead = 0; this.$startTime = checksum.startTime || new Date().getTime(); } diff --git a/source/main/ingest/fixity/states/compute-checksum/algorithm/md5.js b/source/main/ingest/fixity/states/compute-checksum/algorithm/md5.js index f7bd303..a338631 100644 --- a/source/main/ingest/fixity/states/compute-checksum/algorithm/md5.js +++ b/source/main/ingest/fixity/states/compute-checksum/algorithm/md5.js @@ -29,47 +29,45 @@ class MD5Lib extends BaseLib { if (!this.fileSize) { const response = await CommonUtils.headObject(src.bucket, src.key); - this.fileSize = Number.parseInt(response.ContentLength, 10); + this.fileSize = Number(response.ContentLength); } this.bytesRead = 0; - const responseData = await new Promise((resolve, reject) => { - const spark = new Spark.ArrayBuffer(); - if (this.intermediateHash) { - spark.setState(this.intermediateHash); - } + const spark = new Spark.ArrayBuffer(); + if (this.intermediateHash) { + spark.setState(this.intermediateHash); + } - const [ - start, - end, - ] = this.calculateByteRange(); + const [ + start, + end, + ] = this.calculateByteRange(); - const stream = CommonUtils.createReadStream(src.bucket, src.key, { - Range: `bytes=${start}-${end}`, - }); + const range = { + Range: `bytes=${start}-${end}`, + }; - stream.on('error', e => - reject(e)); + const stream = await CommonUtils.createReadStream( + src.bucket, + src.key, + range + ); - stream.on('data', async (data) => { - this.bytesRead += data.length; - spark.append(data); - }); + for await (const chunk of stream) { + this.bytesRead += chunk.length; + spark.append(chunk); + } - stream.on('end', async () => { - if ((this.byteStart + this.bytesRead) >= this.fileSize) { - this.computed = spark.end(); - this.setChecksumCompleted(); - } else { - this.intermediateHash = spark.getState(); - this.setChecksumInProgress(); - } - resolve(this.stateData.toJSON()); - }); - }); + if ((this.byteStart + this.bytesRead) >= this.fileSize) { + this.computed = spark.end(); + this.setChecksumCompleted(); + } else { + this.intermediateHash = spark.getState(); + this.setChecksumInProgress(); + } - return responseData; + return this.stateData.toJSON(); } } diff --git a/source/main/ingest/fixity/states/compute-checksum/algorithm/sha1.js b/source/main/ingest/fixity/states/compute-checksum/algorithm/sha1.js index b2b9940..d8efecf 100644 --- a/source/main/ingest/fixity/states/compute-checksum/algorithm/sha1.js +++ b/source/main/ingest/fixity/states/compute-checksum/algorithm/sha1.js @@ -39,54 +39,53 @@ class SHA1Lib extends BaseLib { this.bytesRead = 0; - const responseData = await new Promise((resolve, reject) => { - const rusha = new Rusha(HEAP_SIZE); - rusha.resetState(); - - if (this.intermediateHash) { - const buf = Buffer.from(this.intermediateHash.heap, 'base64'); - const state = { - offset: this.intermediateHash.offset, - /* convert Base64 Buffer back to ArrayBuffer */ - heap: buf.buffer.slice(buf.byteOffset, buf.byteOffset + buf.byteLength), - }; - rusha.setState(state); - } - - const [ - start, - end, - ] = this.calculateByteRange(); - const stream = CommonUtils.createReadStream(src.bucket, src.key, { - Range: `bytes=${start}-${end}`, - }); - - stream.on('error', e => - reject(e)); - - stream.on('data', async (data) => { - this.bytesRead += data.length; - rusha.append(data); - }); - - stream.on('end', async () => { - if ((this.byteStart + this.bytesRead) >= this.fileSize) { - this.computed = rusha.end(); - this.setChecksumCompleted(); - } else { - const state = rusha.getState(); - this.intermediateHash = { - offset: state.offset, - /* convert ArrayBuffer to Base64 Buffer string */ - heap: Buffer.from(state.heap).toString('base64'), - }; - this.setChecksumInProgress(); - } - resolve(this.stateData.toJSON()); - }); - }); - - return responseData; + const rusha = new Rusha(HEAP_SIZE); + rusha.resetState(); + + if (this.intermediateHash) { + const buf = Buffer.from(this.intermediateHash.heap, 'base64'); + const state = { + offset: this.intermediateHash.offset, + /* convert Base64 Buffer back to ArrayBuffer */ + heap: buf.buffer.slice(buf.byteOffset, buf.byteOffset + buf.byteLength), + }; + rusha.setState(state); + } + + const [ + start, + end, + ] = this.calculateByteRange(); + + const range = { + Range: `bytes=${start}-${end}`, + }; + + const stream = await CommonUtils.createReadStream( + src.bucket, + src.key, + range + ); + + for await (const chunk of stream) { + this.bytesRead += chunk.length; + rusha.append(chunk); + } + + if ((this.byteStart + this.bytesRead) >= this.fileSize) { + this.computed = rusha.end(); + this.setChecksumCompleted(); + } else { + const state = rusha.getState(); + this.intermediateHash = { + offset: state.offset, + /* convert ArrayBuffer to Base64 Buffer string */ + heap: Buffer.from(state.heap).toString('base64'), + }; + this.setChecksumInProgress(); + } + + return this.stateData.toJSON(); } } diff --git a/source/main/ingest/fixity/states/validate-checksum/index.js b/source/main/ingest/fixity/states/validate-checksum/index.js index c092ffe..ca8666d 100644 --- a/source/main/ingest/fixity/states/validate-checksum/index.js +++ b/source/main/ingest/fixity/states/validate-checksum/index.js @@ -31,7 +31,7 @@ class StateValidateChecksum { this.$computed = checksum.computed; this.$algorithm = checksum.algorithm || undefined; this.$expected = checksum.expected || undefined; - this.$storeChecksumOnTagging = (checksum.storeChecksumOnTagging !== false); + this.$storeChecksumOnTagging = !(checksum.storeChecksumOnTagging === false); this.$comparedWith = checksum.expected ? TYPE_API : TYPE_NONE; this.$comparedResult = RESULT_SKIPPED; this.$tagUpdated = false; @@ -93,15 +93,11 @@ class StateValidateChecksum { this.tags = await this.getTags(); /* #1: compared checksum result */ const refChecksum = this.expected || await this.bestGuessChecksum(); - if (!refChecksum) { - this.comparedResult = RESULT_SKIPPED; - } - else if (refChecksum.toLowerCase() === this.computed.toLowerCase()) { - this.comparedResult = RESULT_MATCHED; - } - else { - this.comparedResult = RESULT_NOTMATCHED; - } + this.comparedResult = (!refChecksum) + ? RESULT_SKIPPED + : (refChecksum.toLowerCase() === this.computed.toLowerCase()) + ? RESULT_MATCHED + : RESULT_NOTMATCHED; /* #2: store checksum to tagging if MATCHED or SKIPPED */ if (this.storeChecksumOnTagging && this.comparedResult !== RESULT_NOTMATCHED) { @@ -182,13 +178,21 @@ class StateValidateChecksum { const src = this.stateData.input; const tagChksum = this.getChecksumTagName(); const tagModified = this.getLastModifiedTagName(); - const response = await CommonUtils.tagObject(src.bucket, src.key, [{ - Key: tagChksum, - Value: this.computed, - }, { - Key: tagModified, - Value: (new Date()).getTime().toString(), - }]); + const response = await CommonUtils.tagObject( + src.bucket, + src.key, + [ + { + Key: tagChksum, + Value: this.computed, + }, + { + Key: tagModified, + Value: (new Date()).getTime().toString(), + }, + ] + ); + this.tagUpdated = response !== undefined; } diff --git a/source/main/ingest/image/README.md b/source/main/ingest/image/README.md index 54172ef..5c78ca9 100644 --- a/source/main/ingest/image/README.md +++ b/source/main/ingest/image/README.md @@ -1,42 +1,48 @@ -# Ingest Image State Machine +# Image Ingest State Machine -The Ingest Image State Machine is a simple state machine with one state in which it extracts image metadata and create image proxy file. +The Image Ingest State Machine contains just one state, Run imageinfo that extracts technical metadata of the uploaded image file and creates a proxy version of the image file. ![Image Ingest state machine](../../../../deployment/tutorials/images/ingest-image-state-machine.png) -__ -## State: Run imageinfo -A state where a lambda function extracts EXIF information from the image using [ExifTool by Phil Harvey](https://github.com/exiftool/exiftool) and using [JIMP](https://github.com/oliver-moran/jimp) to create JPEG proxy image. The lambda function stores the EXIF metadata and proxy image to the Amazon S3 proxy bucket and updates the ```imageinfo``` field in the Amazon DynamoDB ingest table. +#### _State: Run imageinfo_ -__ +The lambda funtion uses [ExifTool by Phil Harvey](https://github.com/exiftool/exiftool) to extract EXIF information from the image file and uses [Jimp](https://github.com/oliver-moran/jimp) to create a proxy image in JPEG format. The lambda function stores the EXIF metadata and proxy image to the Amazon S3 proxy bucket and updates the **imageinfo** field in the Amazon DynamoDB ingest table. -## AWS Lambda function (ingest-image) -The ingest-image lambda function provides the implementation to support the Ingest Image state machine. The following AWS XRAY trace diagram illustrates the AWS resources this lambda function communicates to. +__ -![Ingest Image Lambda function](../../../../deployment/tutorials/images/ingest-image-lambda.png) +### AWS Lambda function (ingest-image) -__ +The ingest-image lambda function provides the implementation to support the Ingest Image state machine. It requires permission to access INGEST_BUCKET, PROXY_BUCKET, and INGEST_TABLE. -## IAM Role Permisssion +#### _IAM Role Policy_ ```json { "Version": "2012-10-17", "Statement": [ + { + "Action": [ + "logs:CreateLogGroup", + "logs:CreateLogStream", + "logs:PutLogEvents" + ], + "Resource": "[CLOUDWATCH_LOGS]", + "Effect": "Allow" + }, { "Action": "s3:ListBucket", - "Resource": "INGEST_BUCKET", + "Resource": "[INGEST_BUCKET]", "Effect": "Allow" }, { "Action": "s3:GetObject", - "Resource": "INGEST_BUCKET", + "Resource": "[INGEST_BUCKET]", "Effect": "Allow" }, { "Action": "s3:ListBucket", - "Resource": "PROXY_BUCKET", + "Resource": "[PROXY_BUCKET]", "Effect": "Allow" }, { @@ -44,7 +50,7 @@ __ "s3:GetObject", "s3:PutObject" ], - "Resource": "PROXY_BUCKET", + "Resource": "[PROXY_BUCKET]", "Effect": "Allow" }, { @@ -54,13 +60,20 @@ __ "dynamodb:UpdateItem", "dynamodb:DeleteItem" ], - "Resource": "INGEST_TABLE", + "Resource": "[INGEST_TABLE]", "Effect": "Allow" } ] } + ``` +#### _X-Ray Trace_ + +The following AWS XRAY trace diagram illustrates the AWS resources this lambda function communicates to. + +![Ingest Image Lambda function](../../../../deployment/tutorials/images/ingest-image-lambda.png) + __ -Back to [Ingest State Machine](../main/README.md) | Back to [Table of contents](../../../../README.md#table-of-contents) +Back to [Ingestion Main State Machine](../main/README.md) | Back to [Table of contents](../../../../README.md#table-of-contents) diff --git a/source/main/ingest/image/index.js b/source/main/ingest/image/index.js index 9f5b6bf..4ae4e58 100644 --- a/source/main/ingest/image/index.js +++ b/source/main/ingest/image/index.js @@ -27,8 +27,12 @@ exports.handler = async (event, context) => { const stateData = new StateData(Environment.StateMachines.Ingest, event, context); let instance; - if (event.operation === StateData.States.RunImageInfo) { - instance = new StateRunImageInfo(stateData); + switch (event.operation) { + case StateData.States.RunImageInfo: + instance = new StateRunImageInfo(stateData); + break; + default: + break; } if (!instance) { throw new IngestError(`${event.operation} not supported`); diff --git a/source/main/ingest/image/index.spec.js b/source/main/ingest/image/index.spec.js index 1211113..b24eb42 100644 --- a/source/main/ingest/image/index.spec.js +++ b/source/main/ingest/image/index.spec.js @@ -26,7 +26,7 @@ const event_StateRunImageInfo = { "status": "NOT_STARTED", "progress": 0, "input": { - "bucket": "so0050-0a9ab6b1a00f-193234372883-us-east-1-ingest", + "bucket": "so0050-111111111111-000000000000-us-east-1-ingest", "key": "bigtree/bigtree.jpeg", "uuid": "6c3d2a4b-4cbb-2563-c693-b4514c0c0a49", "aiOptions": { @@ -64,7 +64,7 @@ const event_StateRunImageInfo = { }, "attributes": {}, "destination": { - "bucket": "so0050-0a9ab6b1a00f-193234372883-us-east-1-proxy", + "bucket": "so0050-111111111111-000000000000-us-east-1-proxy", "prefix": "6c3d2a4b-4cbb-2563-c693-b4514c0c0a49/bigtree/" }, "type": "image" diff --git a/source/main/ingest/image/jest.config.js b/source/main/ingest/image/jest.config.js index ea7e24a..274ec67 100644 --- a/source/main/ingest/image/jest.config.js +++ b/source/main/ingest/image/jest.config.js @@ -1,6 +1,5 @@ module.exports = { - setupTestFrameworkScriptFile: 'tests/setup.js', - transform: { + transform: { '^.+\\.jsx?$': 'babel-jest', }, roots: [''], diff --git a/source/main/ingest/image/package-lock.json b/source/main/ingest/image/package-lock.json index 1431af9..3b218da 100644 --- a/source/main/ingest/image/package-lock.json +++ b/source/main/ingest/image/package-lock.json @@ -1,8821 +1,51 @@ { "name": "ingest-image", - "version": "1.0.0", - "lockfileVersion": 2, + "version": "3.0.0", + "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "ingest-image", - "version": "1.0.0", - "license": "Apache-2.0", + "version": "3.0.0", "devDependencies": { - "@babel/plugin-transform-modules-commonjs": "^7.19.6", "core-lib": "file:../../../layers/core-lib", - "image-process-lib": "file:../../../layers/image-process-lib", - "jest": "^29.3.1" + "image-process-lib": "file:../../../layers/image-process-lib" } }, "../../../layers/core-lib": { - "version": "1.0.0", + "version": "4.0.0", "dev": true, - "license": "Apache-2.0", "dependencies": { - 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} - }, - "yargs-parser": { - "version": "21.1.1", - "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz", - "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==", - "dev": true - }, - "yocto-queue": { - "version": "0.1.0", - "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz", - "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==", - "dev": true + "node_modules/image-process-lib": { + "resolved": "../../../layers/image-process-lib", + "link": true } } } diff --git a/source/main/ingest/image/package.json b/source/main/ingest/image/package.json index f8d7a56..5ec63a8 100644 --- a/source/main/ingest/image/package.json +++ b/source/main/ingest/image/package.json @@ -1,6 +1,6 @@ { "name": "ingest-image", - "version": "1.0.0", + "version": "3.0.0", "description": "Ingest Image nested state machine to run exiftool and extract thumbnail image", "main": "index.js", "private": true, @@ -9,19 +9,13 @@ "test": "jest --coverage --coverageDirectory=../../../coverage", "build:clean": "rm -rf dist && mkdir -p dist", "build:copy": "cp -rv index.js package.json states dist/", - "build:install": "cd dist && npm install --omit=dev --omit=optional", + "build:install": "cd dist && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" }, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, + "author": "aws-mediaent-solutions", "devDependencies": { "core-lib": "file:../../../layers/core-lib", - "image-process-lib": "file:../../../layers/image-process-lib", - "@babel/plugin-transform-modules-commonjs": "^7.19.6", - "jest": "^29.3.1" - }, - "license": "Apache-2.0" + "image-process-lib": "file:../../../layers/image-process-lib" + } } diff --git a/source/main/ingest/image/setEnvVars.js b/source/main/ingest/image/setEnvVars.js index 331686f..b29b464 100644 --- a/source/main/ingest/image/setEnvVars.js +++ b/source/main/ingest/image/setEnvVars.js @@ -2,7 +2,7 @@ process.env.ENV_ES_DOMAIN_ENDPOINT = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_ID = 'Test_ENV_Variable'; process.env.ENV_RESOURCE_PREFIX = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_UUID = 'Test_ENV_Variable'; -process.env.ENV_ANONYMIZED_USAGE = 'Test_ENV_Variable'; +process.env.ENV_ANONYMOUS_USAGE = 'Test_ENV_Variable'; process.env.ENV_IOT_HOST = 'Test_ENV_Variable'; process.env.ENV_IOT_TOPIC = 'Test_ENV_Variable'; process.env.ENV_PROXY_BUCKET = 'Test_ENV_Variable'; diff --git a/source/main/ingest/image/stateMachineDefinition.json b/source/main/ingest/image/stateMachineDefinition.json index 13316bd..c0c86db 100644 --- a/source/main/ingest/image/stateMachineDefinition.json +++ b/source/main/ingest/image/stateMachineDefinition.json @@ -4,7 +4,7 @@ "States": { "Run imageinfo": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${IngestImageLambda.Arn}", "Parameters": { "operation": "run-imageinfo", "uuid.$": "$.uuid", diff --git a/source/main/ingest/image/states/run-imageinfo/exiftool.js b/source/main/ingest/image/states/run-imageinfo/exiftool.js new file mode 100644 index 0000000..ec59dba --- /dev/null +++ b/source/main/ingest/image/states/run-imageinfo/exiftool.js @@ -0,0 +1,244 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + S3Client, + GetObjectCommand, +} = require('@aws-sdk/client-s3'); +const { + StandardRetryStrategy, +} = require('@smithy/util-retry'); +const PATH = require('path'); +const { + spawn, +} = require('node:child_process'); +const { + M2CException, +} = require('core-lib'); + +const CUSTOM_USER_AGENT = process.env.ENV_CUSTOM_USER_AGENT; +const EXPECTED_BUCKET_OWNER = process.env.ENV_EXPECTED_BUCKET_OWNER; +const MAX_ATTEMPTS = 4; + +const maxAttemptProvider = async () => + MAX_ATTEMPTS; + +const retryStrategyOptions = {}; + +const retryStrategy = new StandardRetryStrategy( + maxAttemptProvider, + retryStrategyOptions +); + +const PERL = '/opt/bin/perl'; +const PERL5LIB = [ + '/opt/lib', + '/opt/lib/site_perl', +].join(':'); + +const EXIFTOOL = '/opt/bin/exiftool'; +const OPT_EXIF_INFO = [ + '-json', + '-coordFormat', + '%d %d %.8f', +]; +const OPT_PREVIEW = [ + '-b', + '-PreviewImage', +]; +const OPT_THUMBNAIL = [ + '-b', + '-ThumbnailImage', +]; + +const SPAWN_OPTIONS = { + cwd: undefined, + env: { + ...process.env, + PERL5LIB, + }, + stdio: [ + 'pipe', + undefined, + undefined, + ], +}; + +async function runCommand( + bucket, + key, + options +) { + let s3 = new S3Client({ + computeChecksums: true, + applyChecksum: true, + customUserAgent: CUSTOM_USER_AGENT, + retryStrategy, + }); + + if (process.env.AWS_LAMBDA_FUNCTION_NAME !== undefined) { + try { + const { + captureAWSv3Client, + } = require('aws-xray-sdk-core'); + s3 = captureAWSv3Client(s3); + } catch (e) { + console.log('aws-xray-sdk-core not loaded'); + } + } + + const command = new GetObjectCommand({ + Bucket: bucket, + Key: key, + ExpectedBucketOwner: EXPECTED_BUCKET_OWNER, + }); + + const s3stream = await s3.send(command) + .then((res) => + res.Body); + + return new Promise((resolve, reject) => { + const cmdOpts = [ + '-w', + EXIFTOOL, + ...options, + '-', + ]; + + const chunks = []; + + const spawned = spawn( + PERL, + cmdOpts, + SPAWN_OPTIONS + ); + + spawned.on('error', (e) => { + console.error( + '[ERR]:', + 'spawn.error:', + e + ); + reject(e); + }); + + spawned.on('exit', (code) => { + console.log( + '== spawned.exit ==' + ); + if (code !== 0) { + console.error( + '[ERR]:', + 'spawn.exit:', + 'code:', + code + ); + reject(new M2CException('exiftool returns non-zero')); + return; + } + + const buf = Buffer.concat(chunks); + console.log( + 'spawn.exit:', + buf.byteLength, + 'bytes processed' + ); + + resolve(buf); + }); + + spawned.stdout.on('data', (chunk) => { + console.log( + 'spawned.stdout.data:', + 'received:', + chunk.byteLength + ); + chunks.push(chunk); + }); + + console.log( + '== pipe s3stream to stdin ==' + ); + + s3stream.pipe(spawned.stdin); + }); +} + +async function RunExifTool( + bucket, + key +) { + const info = await runCommand( + bucket, + key, + OPT_EXIF_INFO + ).then((res) => { + const parsed = JSON.parse(res)[0]; + /* remove fields that are not related to EXIF */ + Object.keys(parsed) + .forEach((attr) => { + if (attr.indexOf('File') === 0 + || attr.indexOf('Directory') === 0) { + delete parsed[attr]; + } + }); + /* replace string with boolean flag */ + parsed.PreviewImage = !!parsed.PreviewImage; + parsed.ThumbnailImage = !!parsed.ThumbnailImage; + return parsed; + }).catch((e) => { + console.error( + 'ERR:', + 'runCommand:', + 'OPT_EXIF_INFO:', + e + ); + throw e; + }); + + let preview; + if (info.PreviewImage) { + preview = await runCommand( + bucket, + key, + OPT_PREVIEW + ).catch((e) => { + console.error( + 'ERR:', + 'runCommand:', + 'OPT_PREVIEW:', + e + ); + /* ignore error */ + return undefined; + }); + } + + let thumbnail; + if (info.ThumbnailImage) { + thumbnail = await runCommand( + bucket, + key, + OPT_THUMBNAIL + ).catch((e) => { + console.error( + 'ERR:', + 'runCommand:', + 'OPT_THUMBNAIL:', + e + ); + /* ignore error */ + return undefined; + }); + } + + return { + exif: info, + preview, + thumbnail, + }; +} + +module.exports = { + RunExifTool, +}; diff --git a/source/main/ingest/image/states/run-imageinfo/imageProcess.js b/source/main/ingest/image/states/run-imageinfo/imageProcess.js index 1fa83ba..a8afcdb 100644 --- a/source/main/ingest/image/states/run-imageinfo/imageProcess.js +++ b/source/main/ingest/image/states/run-imageinfo/imageProcess.js @@ -2,15 +2,27 @@ // SPDX-License-Identifier: Apache-2.0 const PATH = require('path'); +const Jimp = require('jimp'); const { CommonUtils, } = require('core-lib'); const { - Exiftool, - Jimp, -} = require('image-process-lib'); - -const MAX_IMAGE_SIZE = 14 * 1000 * 1000; + RunExifTool, +} = require('./exiftool'); + +/** + * WORKAROUND: Jimp 0.16.1 (0.9.6 doesn't have the issue.) + * jpeg-js decoder throws an error when maxMemoryUsageInMB > 512 + * Reference: https://github.com/oliver-moran/jimp/issues/915 + */ +const JpegDecoder = Jimp.decoders['image/jpeg']; +Jimp.decoders['image/jpeg'] = (data) => + JpegDecoder(data, { + maxResolutionInMP: 200, + maxMemoryUsageInMB: 2048, + }); + +const MAX_IMAGE_SIZE = 5 * 1000 * 1000; const MAX_THUMBNAIL_WIDTH = 480; const MAX_THUMBNAIL_HEIGHT = 270; @@ -65,7 +77,7 @@ class ImageProcess { } if (x0.indexOf('rotate' >= 0)) { - const matched = x0.match(/rotate\s(\d+)/); + const matched = x0.match(/rotate\s([0-9]+)/); if (matched) { response.rotate = Number.parseInt(matched[1], 10); } @@ -95,11 +107,22 @@ class ImageProcess { image = image.scale(factor); } + /* + if (orient.flipH || orient.flipV) { + image = image.mirror(orient.flipH, orient.flipV); + } + if (orient.rotate) { + image = image.rotate(orient.rotate); + } + */ + /* Max image size allowed for Rekognition is 15MB */ let buf = await image.getBufferAsync(Jimp.MIME_JPEG); if (buf.byteLength > MAX_IMAGE_SIZE) { factor = MAX_IMAGE_SIZE / buf.byteLength; - image = image.scale(factor); + image = image + .scale(factor) + .quality(80); buf = await image.getBufferAsync(Jimp.MIME_JPEG); } return buf; @@ -131,9 +154,15 @@ class ImageProcess { return undefined; } - const response = await CommonUtils.download(src.bucket, src.key, false); + let response = await CommonUtils.download( + src.bucket, + src.key, + false + ); + response = Buffer.from(await response.Body.transformToByteArray()); + return this.createImage( - response.Body, + response, orient ); } @@ -144,9 +173,15 @@ class ImageProcess { return undefined; } - const response = await CommonUtils.download(src.bucket, src.key, false); + let response = await CommonUtils.download( + src.bucket, + src.key, + false + ); + response = Buffer.from(await response.Body.transformToByteArray()); + return this.createImage( - response.Body, + response, orient, MAX_THUMBNAIL_WIDTH, MAX_THUMBNAIL_HEIGHT @@ -176,8 +211,13 @@ class ImageProcess { async getImageInfo() { const src = this.stateData.input || {}; - const imageinfo = await this.runExiftool(src.bucket, src.key); - imageinfo.exif = this.sanitizeExif(imageinfo.exif); + const imageinfo = await RunExifTool( + src.bucket, + src.key + ).then((res) => { + res.exif = this.sanitizeExif(res.exif); + return res; + }); const orientation = this.parseOrientation((imageinfo.exif || {}).Orientation); @@ -199,11 +239,6 @@ class ImageProcess { return imageinfo; } - async runExiftool(bucket, key) { - const exif = new Exiftool(); - return exif.extract(bucket, key); - } - async createProxy() { return undefined; } diff --git a/source/main/ingest/image/states/run-imageinfo/index.js b/source/main/ingest/image/states/run-imageinfo/index.js index 303df13..be2fde6 100644 --- a/source/main/ingest/image/states/run-imageinfo/index.js +++ b/source/main/ingest/image/states/run-imageinfo/index.js @@ -82,6 +82,8 @@ class StateRunImageInfo { } makeOutputPrefix(prefix, keyword = '') { + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal return PATH.join(prefix, CATEGORY, keyword, ''); } } diff --git a/source/main/ingest/main/README.md b/source/main/ingest/main/README.md index c40873a..bed84af 100644 --- a/source/main/ingest/main/README.md +++ b/source/main/ingest/main/README.md @@ -1,200 +1,174 @@ -# Ingest Main State Machine +# Ingestion Main State Machine -The Ingest Main State Machine manages the ingestion process in which it registers the asset to an Amazon DynamoDB table (ingest table), runs fixity check workflow, runs media type specific ingest workflow to create proxy files, updates the ingestion status, and indexes technical metadata to an Amazon OpenSearch Service. +The Ingestion Main State Machine orchestrates a workflow for ingesting different types of media files (image, video, audio, and document). -![Ingest Main state machine](../../../../deployment/tutorials/images/ingest-main-state-machine.png) +![Ingestion Main state machine](../../../../deployment/tutorials/images/ingest-main-state-machine.png) -__ - -## Execution input -The state machine execution input is a pass through from the [Main State Machine](../README.md). +#### _State: Create record_ -```json -{ - "input": { - "uuid": "UUID", - "bucket": "INGEST_BUCKET", - "key": "S3_OBJECT_KEY", - "destination": { - "bucket": "PROXY_BUCKET", - "prefix": "PREFIX" - }, - "group": "GROUP", - "attributes": { - "key01": "value01", - ... - }, - "aiOptions": { - "celeb": true, - "label": false, - ... - } - } -} -``` +The workflow starts with the "Create record" lambda step that create a record in an Amazon DynamoDB table. The record includes the uuid, bucket, key of the S3 object. -| Field | Description | Required? | -| :-----| :-----------| :---------| -| input.uuid | Universally unique identifier (Version 4) | Mandatory | -| input.bucket | Ingest bucket where it stores the uploaded media file | Mandatory | -|input.key | Location of the uploaded media file | Mandatory | -| _input.destination.bucket_ | Proxy bucket where it stores generated proxies, thumbnail images, AI/ML metadata JSON files. If not specified, it uses the proxy bucket created by the guidance | Optional | -| _input.destination.prefix_ | Location of where to store generated proxies, thumbnail images, AI/ML metadata JSON files. If not specified, it uses the UUID prefix. | Optional | -| _input.group_ | Grouping multiple uploaded media files and store them in the ingest bucket with a top-level prefix of the specified "GROUP" | Optional | -| _input.attributes.*_ | key value pair of additional attributes of the media file, stored as object metadata. | Optional | -| _input.aiOptions.*_ | AI/ML options to run the analysis workflow. If not specified, the guidance uses the default AI/ML options specified when the Amazon CloudFormation stack was created | Optional | +#### _State: Start fixity_ -__ +Next, a nested state machine "Start fixity" is executed. This nested state machine is responsible for performing fixity checks on the media file. -## State: Create record -A state where a lambda function creates and registers a new item to the Amazon DynamoDB ingest table. Information includes S3 object key of the file and uuid. +#### _State: Fixity completed_ -__ +After the fixity checks are completed, the "Fixity completed" lambda step is triggered to update the fixity record to the Amazon DynamoDB table and to mark the fixity process as completed. -## State: Start fixity (nested) -Start fixity (nested) is a sub-state machine to perform fixity check. The Fixity State Machine is discussed later. +#### _State: Choose by media type_ -__ +The workflow then enters a "Choice" state, where it branches out based on the media type of the file being processed. The possible media types are "image", "video", "audio", and "document". -## State: Fixity completed -A state where a lambda function updates the fixity result to the Amazon DynamoDB ingest table. +Depending on the media type, a corresponding nested state machine is invoked. These nested state machines are responsible for ingesting and processing the respective media types (image ingest, video ingest, audio ingest, and document ingest). -__ +#### _State: Start image ingest_ -## State: Choose by media type -A Choice state delegates the proxy generation workflow based on the media type of the file. The media type can be image, video, audio, or document. +A nested state machine "Start image ingest" is executed. This nested state machine is responsible for ingesting image-type files. -__ +#### _State: Start video ingest_ -## State: Start image ingest (nested) -A sub-state machine to process image type file. The Ingest Image State Machine is discussed later. +A nested state machine "Start video ingest" is executed. This nested state machine is responsible for ingesting video-type files. -__ +#### _State: Start audio ingest_ -## State: Start video ingest (nested) -A sub-state machine to process video type file. The Ingest Video State Machine is discussed later. +A nested state machine "Start audio ingest" is executed. This nested state machine is responsible for ingesting video-type files. -__ +#### _State: Start document ingest_ -## State: Start audio ingest (nested) -A sub-state machine to process audio type file. The Ingest Audio State Machine is discussed later. +A nested state machine "Start document ingest" is executed. This nested state machine is responsible for ingesting video-type files. -__ +#### _State: Update record_ -## State: Start document ingest (nested) -A sub-state machine to process document type file. The Ingest Document State Machine is discussed later. +This step updates the record in the data store with the processing status, locations of the technical metadata files (such as MediaInfo), generated proxy files (such as MP4 files), and generated thumbnail images. -__ +#### _State: Index ingest results_ -## State: Update record -Upon completion of the media type specific state machine execution, a lambda function updates the locations of the technical metadata, proxies, thumbnails to the Amazon DynamoDB ingest table. +This step indexes the ingest results to the opensearch cluster for search or retrieval purposes. -__ +#### _State: Completed_ -## State: Index ingest results -A state where a lambda function indexes the ingest metadata to an Amazon OpenSearch index. +This step updates the "completed" status in the data store, sends a notification via Amazon Simple Notification Service (SNS), and marks the ingestion workflow as completed. -__ +#### _State: Media type not supported_ -## State: Completed -A state where a lambda function to update the ingest status to the Ingest table and sends status to an Amazon SNS topic. +If the media type is not supported or recognized, the workflow transitions to a "Fail" state with the error message "Media type not supported". __ -## State: Media type not supported -A state where the media type is not supported. +#### _Execution input_ -__ +The state machine execution input is passed through from the [Main State Machine](../../README.md#execution-input). -## AWS Lambda function (ingest-main) -The ingest-main lambda function provides the implementation to support different states of the Ingest Main state machine. The following AWS XRAY trace diagram demonstrates the AWS services this lambda function communicates to. +__ -![Ingest Main Lambda function](../../../../deployment/tutorials/images/ingest-main-lambda.png) +### AWS Lambda function (ingest-main) -__ +The Ingest-Main Lambda function provides the implementation to support the different states of the Ingestion Main state machine. It requires permission to access Amazon S3 buckets, Amazon DynamoDB tables, and Amazon OpenSearch Service. -## IAM Role Permission +#### _IAM Role Policy_ ```json { - "Version": "2012-10-17", - "Statement": [ - { - "Action": "s3:ListBucket", - "Resource": "INGEST_BUCKET", - "Effect": "Allow" - }, - { - "Action": [ - "s3:GetObject", - "s3:GetObjectTagging", - "s3:GetObjectVersionTagging", - "s3:PutObjectTagging", - "s3:PutObjectVersionTagging" - ], - "Resource": "INGEST_BUCKET", - "Effect": "Allow" - }, - { - "Action": "s3:ListBucket", - "Resource": "PROXY_BUCKET", - "Effect": "Allow" - }, - { - "Action": [ - "s3:GetObject", - "s3:PutObject" - ], - "Resource": "PROXY_BUCKET", - "Effect": "Allow" - }, - { - "Action": [ - "dynamodb:Scan", - "dynamodb:Query", - "dynamodb:UpdateItem", - "dynamodb:DeleteItem" - ], - "Resource": "INGEST_TABLE", - "Effect": "Allow" - }, - { - "Action": "iot:Publish", - "Resource": "IOT_STATUS_TOPIC", - "Effect": "Allow" - }, - { - "Action": [ - "es:ESHttpGet", - "es:ESHttpHead", - "es:ESHttpPost", - "es:ESHttpPut", - "es:ESHttpDelete" - ], - "Resource": "OPENSEARCH_DOMAIN", - "Effect": "Allow" - }, - { - "Action": "sns:Publish", - "Resource": "SNS_STATUS_TOPIC", - "Effect": "Allow" - } - ] + "Version": "2012-10-17", + "Statement": [ + { + "Action": [ + "logs:CreateLogGroup", + "logs:CreateLogStream", + "logs:PutLogEvents" + ], + "Resource": "[CLOUDWATCH_LOGS]", + "Effect": "Allow" + }, + { + "Action": "s3:ListBucket", + "Resource": "[INGEST_BUCKET]", + "Effect": "Allow" + }, + { + "Action": [ + "s3:GetObject", + "s3:GetObjectTagging", + "s3:GetObjectVersionTagging", + "s3:PutObjectTagging", + "s3:PutObjectVersionTagging" + ], + "Resource": "[INGEST_BUCKET]", + "Effect": "Allow" + }, + { + "Action": "s3:ListBucket", + "Resource": "[PROXY_BUCKET]", + "Effect": "Allow" + }, + { + "Action": [ + "s3:GetObject", + "s3:PutObject" + ], + "Resource": "[PROXY_BUCKET]", + "Effect": "Allow" + }, + { + "Action": [ + "dynamodb:Scan", + "dynamodb:Query", + "dynamodb:UpdateItem", + "dynamodb:DeleteItem" + ], + "Resource": "[INGEST_TABLE]", + "Effect": "Allow" + }, + { + "Action": "iot:Publish", + "Resource": "[IOT_TOPIC]", + "Effect": "Allow" + }, + { + "Action": [ + "es:ESHttpGet", + "es:ESHttpHead", + "es:ESHttpPost", + "es:ESHttpPut", + "es:ESHttpDelete" + ], + "Resource": "[OPENSEARCH_DOMAIN]", + "Effect": "Allow" + }, + { + "Action": "aoss:APIAccessAll", + "Resource": "[OPENSEARCH_SERVERLESS_COLLECTION]", + "Effect": "Allow" + }, + { + "Action": "sns:Publish", + "Resource": "[SNS_TOPIC]", + "Effect": "Allow" + } + ] } ``` +#### _X-Ray Trace_ + +The following AWS X-Ray trace diagram demonstrates the AWS services that this Lambda function communicates with. + +![Ingestion Main Lambda function](../../../../deployment/tutorials/images/ingest-main-lambda.png) + __ -## Related topics -* [Ingest Fixity State Machine](../fixity/README.md) -* [Ingest Image State Machine](../image/README.md) -* [Ingest Video State Machine](../video/README.md) -* [Ingest Audio State Machine](../audio/README.md) -* [Ingest Document State Machine](../document/README.md) -* Ingest Status Updater - * [Using State Machine Service Integration with AWS Elemental MediaConvert service](../automation/README.md#state-machine-service-integration) - * [Handling changes on Ingest Table with Amazon DynamoDB Streams](../automation/README.md#handling-changes-on-ingest-table) +## Next topics + +- [Fixity State Machine](../fixity/README.md) +- [Image Ingest State Machine](../image/README.md) +- [Video Ingest State Machine](../video/README.md) +- [Audio Ingest State Machine](../audio/README.md) +- [Document Ingest State Machine](../document/README.md) +- Ingest Status Updater + - [Using State Machine Service Integration with AWS Elemental MediaConvert service](../automation/README.md#state-machine-service-integration) + - [Handling changes on Ingest Table using Amazon DynamoDB Streams](../automation/README.md#handling-changes-on-ingest-table) __ diff --git a/source/main/ingest/main/index.js b/source/main/ingest/main/index.js index 421dfb3..3c5686e 100644 --- a/source/main/ingest/main/index.js +++ b/source/main/ingest/main/index.js @@ -17,7 +17,7 @@ const REQUIRED_ENVS = [ 'ENV_SOLUTION_ID', 'ENV_RESOURCE_PREFIX', 'ENV_SOLUTION_UUID', - 'ENV_ANONYMIZED_USAGE', + 'ENV_ANONYMOUS_USAGE', 'ENV_IOT_HOST', 'ENV_IOT_TOPIC', 'ENV_INGEST_BUCKET', @@ -33,22 +33,17 @@ exports.handler = async (event, context) => { if (missing.length) { throw new IngestError(`missing enviroment variables, ${missing.join(', ')}`); } - let modified; - if (event.nestedStateOutput === undefined) { - modified = event; - } - else if (event.nestedStateOutput.ExecutionArn) { - modified = { - ...JSON.parse(event.nestedStateOutput.Output), - operation: event.operation, - }; - } - else { - modified = { - ...event.nestedStateOutput, - operation: event.operation, - }; - } + const modified = (event.nestedStateOutput === undefined) + ? event + : (event.nestedStateOutput.ExecutionArn) + ? { + ...event.nestedStateOutput.Output, + operation: event.operation, + } + : { + ...event.nestedStateOutput, + operation: event.operation, + }; const stateData = new StateData(Environment.StateMachines.Ingest, modified, context); diff --git a/source/main/ingest/main/index.spec.js b/source/main/ingest/main/index.spec.js index 831754f..63aaad7 100644 --- a/source/main/ingest/main/index.spec.js +++ b/source/main/ingest/main/index.spec.js @@ -1,364 +1,367 @@ -/********************************************************************************************************************* - * Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. * - * * - * Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance * - * with the License. A copy of the License is located at * - * * - * http://www.apache.org/licenses/LICENSE-2.0 * - * * - * or in the 'license' file accompanying this file. This file is distributed on an 'AS IS' BASIS, WITHOUT WARRANTIES * - * OR CONDITIONS OF ANY KIND, express or implied. See the License for the specific language governing permissions * - * and limitations under the License. * - *********************************************************************************************************************/ - const { - Environment, - StateData, - AnalysisError, - } = require('core-lib'); +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 +const { + beforeAll, + describe, + expect, +} = require('@jest/globals'); + +const { + Environment, + StateData, +} = require('core-lib'); const StateCreateRecord = require('./states/create-record'); const StateFixityCompleted = require('./states/fixity-completed'); const StateIndexIngestResults = require('./states/index-ingest-results'); const StateJobCompleted = require('./states/job-completed'); const StateUpdateRecord = require('./states/update-record'); -const lambda = require('./index.js'); -const { JobCompleted } = require('core-lib/lib/states'); - - -const event_StateCreateRecord = { - "operation": "create-record", - "input": { - "bucket": "so0050-0a9ab6b1a00f-account-number-us-east-1-ingest", - "key": "speech/speech.mp3", - "uuid": "60aa12c0-b046-1db7-b9e2-3a3aac69b500", - "aiOptions": { - "celeb": true, - "face": true, - "facematch": true, - "label": true, - "moderation": true, - "person": true, - "text": true, - "segment": true, - "customlabel": false, - "minConfidence": 80, - "customLabelModels": [], - "frameCaptureMode": 1003, - "textROI": [ - true, - true, - true, - true, - true, - true, - true, - true, - true - ], - "framebased": true, - "transcribe": true, - "keyphrase": true, - "entity": true, - "sentiment": true, - "customentity": false, - "textract": true, - "languageCode": "en-US" - }, - "attributes": {}, - "destination": { - "bucket": "so0050-0a9ab6b1a00f-account-number-us-east-1-proxy", - "prefix": "60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/" - } +const eventStateCreateRecord = { + operation: 'create-record', + input: { + bucket: 'so0050-111111111111-account-number-us-east-1-ingest', + key: 'speech/speech.mp3', + uuid: '60aa12c0-b046-1db7-b9e2-3a3aac69b500', + aiOptions: { + celeb: true, + face: true, + facematch: true, + label: true, + moderation: true, + person: true, + text: true, + segment: true, + customlabel: false, + minConfidence: 80, + customLabelModels: [], + frameCaptureMode: 1003, + textROI: [ + true, + true, + true, + true, + true, + true, + true, + true, + true, + ], + framebased: true, + transcribe: true, + keyphrase: true, + entity: true, + sentiment: true, + customentity: false, + textract: true, + languageCode: 'en-US', }, - "executionArn": "arn:aws:states:us-east-1:account-number:execution:so0050-0a9ab6b1a00f-ingest-main:b13ecca9-ad1e-440a-9773-1e1bc6095a0f" - } - -const event_StateFixityCompleted = { - "operation": "fixity-completed", - "nestedStateOutput": { - "ExecutionArn": "arn:aws:states:us-east-1:account-number:execution:so0050-0a9ab6b1a00f-ingest-fixity:ae770da8-284d-4361-b2d0-f42d05cb4f74", - "Input": "{\"operation\":\"check-restore-status\",\"input\":{\"bucket\":\"so0050-0a9ab6b1a00f-account-number-us-east-1-ingest\",\"key\":\"speech/speech.mp3\",\"uuid\":\"60aa12c0-b046-1db7-b9e2-3a3aac69b500\",\"aiOptions\":{\"celeb\":true,\"face\":true,\"facematch\":true,\"label\":true,\"moderation\":true,\"person\":true,\"text\":true,\"segment\":true,\"customlabel\":false,\"minConfidence\":80,\"customLabelModels\":[],\"frameCaptureMode\":1003,\"textROI\":[true,true,true,true,true,true,true,true,true],\"framebased\":true,\"transcribe\":true,\"keyphrase\":true,\"entity\":true,\"sentiment\":true,\"customentity\":false,\"textract\":true,\"languageCode\":\"en-US\"},\"attributes\":{},\"destination\":{\"bucket\":\"so0050-0a9ab6b1a00f-account-number-us-east-1-proxy\",\"prefix\":\"60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/\"},\"type\":\"audio\"},\"data\":{},\"progress\":100,\"uuid\":\"60aa12c0-b046-1db7-b9e2-3a3aac69b500\",\"status\":\"INGEST_STARTED\"}", - "InputDetails": { - "Included": true - }, - "Name": "ae770da8-284d-4361-b2d0-f42d05cb4f74", - "Output": "{\"uuid\":\"60aa12c0-b046-1db7-b9e2-3a3aac69b500\",\"stateMachine\":\"so0050-0a9ab6b1a00f-ingest-main\",\"operation\":\"validate-checksum\",\"overallStatus\":\"PROCESSING\",\"status\":\"COMPLETED\",\"progress\":100,\"input\":{\"bucket\":\"so0050-0a9ab6b1a00f-account-number-us-east-1-ingest\",\"key\":\"speech/speech.mp3\",\"uuid\":\"60aa12c0-b046-1db7-b9e2-3a3aac69b500\",\"aiOptions\":{\"celeb\":true,\"face\":true,\"facematch\":true,\"label\":true,\"moderation\":true,\"person\":true,\"text\":true,\"segment\":true,\"customlabel\":false,\"minConfidence\":80,\"customLabelModels\":[],\"frameCaptureMode\":1003,\"textROI\":[true,true,true,true,true,true,true,true,true],\"framebased\":true,\"transcribe\":true,\"keyphrase\":true,\"entity\":true,\"sentiment\":true,\"customentity\":false,\"textract\":true,\"languageCode\":\"en-US\"},\"attributes\":{},\"destination\":{\"bucket\":\"so0050-0a9ab6b1a00f-account-number-us-east-1-proxy\",\"prefix\":\"60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/\"},\"type\":\"audio\"},\"data\":{\"restore\":{\"tier\":\"Bulk\",\"startTime\":1675409786919,\"endTime\":1675409786919},\"checksum\":{\"algorithm\":\"md5\",\"fileSize\":2722840,\"computed\":\"ac5cfe51b37d5711de590746ba461bfe\",\"storeChecksumOnTagging\":true,\"startTime\":1675409787118,\"endTime\":1675409787334,\"comparedWith\":\"object-metadata\",\"comparedResult\":\"MATCHED\",\"tagUpdated\":true}}}", - "OutputDetails": { - "Included": true - }, - "StartDate": 1675409785710, - "StateMachineArn": "arn:aws:states:us-east-1:account-number:stateMachine:so0050-0a9ab6b1a00f-ingest-fixity", - "Status": "SUCCEEDED", - "StopDate": 1675409787811 - } - } + attributes: {}, + destination: { + bucket: 'so0050-111111111111-account-number-us-east-1-proxy', + prefix: '60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/', + }, + }, + executionArn: 'arn:aws:states:us-east-1:account-number:execution:so0050-111111111111-ingest-main:b13ecca9-ad1e-440a-9773-1e1bc6095a0f', +}; -const event_StateIndexIngestResults = { - "operation": "index-ingest-results", - "status": "NOT_STARTED", - "progress": 0, - "input": { - "bucket": "so0050-0a9ab6b1a00f-account-number-us-east-1-ingest", - "duration": 453799, - "destination": { - "bucket": "so0050-0a9ab6b1a00f-account-number-us-east-1-proxy", - "prefix": "60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/" - }, - "attributes": {}, - "type": "audio", - "uuid": "60aa12c0-b046-1db7-b9e2-3a3aac69b500", - "key": "speech/speech.mp3", - "aiOptions": { - "sentiment": true, - "textROI": [ - true, - true, - true, - true, - true, - true, - true, - true, - true - ], - "framebased": true, - "celeb": true, - "frameCaptureMode": 1003, - "keyphrase": true, - "label": true, - "languageCode": "en-US", - "facematch": true, - "transcribe": true, - "face": true, - "customentity": false, - "person": true, - "minConfidence": 80, - "textract": true, - "moderation": true, - "segment": true, - "customlabel": false, - "text": true, - "entity": true, - "customLabelModels": [] - } +const eventStateFixityCompleted = { + operation: 'fixity-completed', + nestedStateOutput: { + ExecutionArn: 'arn:aws:states:us-east-1:account-number:execution:so0050-111111111111-ingest-fixity:ae770da8-284d-4361-b2d0-f42d05cb4f74', + Input: '{"operation":"check-restore-status","input":{"bucket":"so0050-111111111111-account-number-us-east-1-ingest","key":"speech/speech.mp3","uuid":"60aa12c0-b046-1db7-b9e2-3a3aac69b500","aiOptions":{"celeb":true,"face":true,"facematch":true,"label":true,"moderation":true,"person":true,"text":true,"segment":true,"customlabel":false,"minConfidence":80,"customLabelModels":[],"frameCaptureMode":1003,"textROI":[true,true,true,true,true,true,true,true,true],"framebased":true,"transcribe":true,"keyphrase":true,"entity":true,"sentiment":true,"customentity":false,"textract":true,"languageCode":"en-US"},"attributes":{},"destination":{"bucket":"so0050-111111111111-account-number-us-east-1-proxy","prefix":"60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/"},"type":"audio"},"data":{},"progress":100,"uuid":"60aa12c0-b046-1db7-b9e2-3a3aac69b500","status":"INGEST_STARTED"}', + InputDetails: { + Included: true, }, - "data": { - "checksum": { - "comparedResult": "MATCHED", - "storeChecksumOnTagging": true, - "computed": "ac5cfe51b37d5711de590746ba461bfe", - "fileSize": 2722840, - "startTime": 1675409787118, - "endTime": 1675409787334, - "comparedWith": "object-metadata", - "tagUpdated": true, - "algorithm": "md5" - }, - "transcode": { - "output": "60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/transcode/", - "jobId": "1675409793856-6whu0q", - "startTime": 1675409794011, - "endTime": 1675409805251 - }, - "restore": { - "tier": "Bulk", - "startTime": 1675409786919, - "endTime": 1675409786919 - }, - "mediainfo": { - "output": [ - "60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/mediainfo/mediainfo.json", - "60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/mediainfo/mediainfo.xml" - ] - } + Name: 'ae770da8-284d-4361-b2d0-f42d05cb4f74', + Output: '{"uuid":"60aa12c0-b046-1db7-b9e2-3a3aac69b500","stateMachine":"so0050-111111111111-ingest-main","operation":"validate-checksum","overallStatus":"PROCESSING","status":"COMPLETED","progress":100,"input":{"bucket":"so0050-111111111111-account-number-us-east-1-ingest","key":"speech/speech.mp3","uuid":"60aa12c0-b046-1db7-b9e2-3a3aac69b500","aiOptions":{"celeb":true,"face":true,"facematch":true,"label":true,"moderation":true,"person":true,"text":true,"segment":true,"customlabel":false,"minConfidence":80,"customLabelModels":[],"frameCaptureMode":1003,"textROI":[true,true,true,true,true,true,true,true,true],"framebased":true,"transcribe":true,"keyphrase":true,"entity":true,"sentiment":true,"customentity":false,"textract":true,"languageCode":"en-US"},"attributes":{},"destination":{"bucket":"so0050-111111111111-account-number-us-east-1-proxy","prefix":"60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/"},"type":"audio"},"data":{"restore":{"tier":"Bulk","startTime":1675409786919,"endTime":1675409786919},"checksum":{"algorithm":"md5","fileSize":2722840,"computed":"ac5cfe51b37d5711de590746ba461bfe","storeChecksumOnTagging":true,"startTime":1675409787118,"endTime":1675409787334,"comparedWith":"object-metadata","comparedResult":"MATCHED","tagUpdated":true}}}', + OutputDetails: { + Included: true, }, - "uuid": "60aa12c0-b046-1db7-b9e2-3a3aac69b500" - } + StartDate: 1675409785710, + StateMachineArn: 'arn:aws:states:us-east-1:account-number:stateMachine:so0050-111111111111-ingest-fixity', + Status: 'SUCCEEDED', + StopDate: 1675409787811, + }, +}; -const event_StateJobCompleted = { - "operation": "job-completed", - "input": { - "bucket": "so0050-0a9ab6b1a00f-account-number-us-east-1-ingest", - "duration": 453799, - "destination": { - "bucket": "so0050-0a9ab6b1a00f-account-number-us-east-1-proxy", - "prefix": "60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/" - }, - "attributes": {}, - "type": "audio", - "uuid": "60aa12c0-b046-1db7-b9e2-3a3aac69b500", - "key": "speech/speech.mp3", - "aiOptions": { - "sentiment": true, - "textROI": [ - true, - true, - true, - true, - true, - true, - true, - true, - true - ], - "framebased": true, - "celeb": true, - "frameCaptureMode": 1003, - "keyphrase": true, - "label": true, - "languageCode": "en-US", - "facematch": true, - "transcribe": true, - "face": true, - "customentity": false, - "person": true, - "minConfidence": 80, - "textract": true, - "moderation": true, - "segment": true, - "customlabel": false, - "text": true, - "entity": true, - "customLabelModels": [] - } +const eventStateIndexIngestResults = { + operation: 'index-ingest-results', + status: 'NOT_STARTED', + progress: 0, + input: { + bucket: 'so0050-111111111111-account-number-us-east-1-ingest', + duration: 453799, + destination: { + bucket: 'so0050-111111111111-account-number-us-east-1-proxy', + prefix: '60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/', + }, + attributes: {}, + type: 'audio', + uuid: '60aa12c0-b046-1db7-b9e2-3a3aac69b500', + key: 'speech/speech.mp3', + aiOptions: { + sentiment: true, + textROI: [ + true, + true, + true, + true, + true, + true, + true, + true, + true, + ], + framebased: true, + celeb: true, + frameCaptureMode: 1003, + keyphrase: true, + label: true, + languageCode: 'en-US', + facematch: true, + transcribe: true, + face: true, + customentity: false, + person: true, + minConfidence: 80, + textract: true, + moderation: true, + segment: true, + customlabel: false, + text: true, + entity: true, + customLabelModels: [], }, - "data": { - "checksum": { - "comparedResult": "MATCHED", - "storeChecksumOnTagging": true, - "computed": "ac5cfe51b37d5711de590746ba461bfe", - "fileSize": 2722840, - "startTime": 1675409787118, - "endTime": 1675409787334, - "comparedWith": "object-metadata", - "tagUpdated": true, - "algorithm": "md5" - }, - "transcode": { - "output": "60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/transcode/", - "jobId": "1675409793856-6whu0q", - "startTime": 1675409794011, - "endTime": 1675409805251 - }, - "restore": { - "tier": "Bulk", - "startTime": 1675409786919, - "endTime": 1675409786919 - }, - "mediainfo": { - "output": [ - "60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/mediainfo/mediainfo.json", - "60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/mediainfo/mediainfo.xml" - ] - }, - "indexer": { - "terms": [ - "overallStatus", - "lastModified", - "status", - "timestamp", - "basename", - "attributes", - "bucket", - "fileSize", - "mime", - "uuid", - "key", - "duration", - "md5", - "type" - ] - } + }, + data: { + checksum: { + comparedResult: 'MATCHED', + storeChecksumOnTagging: true, + computed: 'ac5cfe51b37d5711de590746ba461bfe', + fileSize: 2722840, + startTime: 1675409787118, + endTime: 1675409787334, + comparedWith: 'object-metadata', + tagUpdated: true, + algorithm: 'md5', }, - "progress": 100, - "uuid": "60aa12c0-b046-1db7-b9e2-3a3aac69b500", - "status": "COMPLETED" - } + transcode: { + output: '60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/transcode/', + jobId: '1675409793856-6whu0q', + startTime: 1675409794011, + endTime: 1675409805251, + }, + restore: { + tier: 'Bulk', + startTime: 1675409786919, + endTime: 1675409786919, + }, + mediainfo: { + output: [ + '60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/mediainfo/mediainfo.json', + '60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/mediainfo/mediainfo.xml', + ], + }, + }, + uuid: '60aa12c0-b046-1db7-b9e2-3a3aac69b500', +}; -const event_StateUpdateRecord = { - "operation": "update-record", - "nestedStateOutput": { - "ExecutionArn": "arn:aws:states:us-east-1:account-number:execution:so0050-0a9ab6b1a00f-ingest-audio:a86a921b-6d7d-4774-9c8c-bb80e590bc3b", - "Input": "{\"operation\":\"run-mediainfo\",\"status\":\"NOT_STARTED\",\"progress\":0,\"input\":{\"bucket\":\"so0050-0a9ab6b1a00f-account-number-us-east-1-ingest\",\"key\":\"speech/speech.mp3\",\"uuid\":\"60aa12c0-b046-1db7-b9e2-3a3aac69b500\",\"aiOptions\":{\"celeb\":true,\"face\":true,\"facematch\":true,\"label\":true,\"moderation\":true,\"person\":true,\"text\":true,\"segment\":true,\"customlabel\":false,\"minConfidence\":80,\"customLabelModels\":[],\"frameCaptureMode\":1003,\"textROI\":[true,true,true,true,true,true,true,true,true],\"framebased\":true,\"transcribe\":true,\"keyphrase\":true,\"entity\":true,\"sentiment\":true,\"customentity\":false,\"textract\":true,\"languageCode\":\"en-US\"},\"attributes\":{},\"destination\":{\"bucket\":\"so0050-0a9ab6b1a00f-account-number-us-east-1-proxy\",\"prefix\":\"60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/\"},\"type\":\"audio\"},\"data\":{\"restore\":{\"tier\":\"Bulk\",\"startTime\":1675409786919,\"endTime\":1675409786919},\"checksum\":{\"algorithm\":\"md5\",\"fileSize\":2722840,\"computed\":\"ac5cfe51b37d5711de590746ba461bfe\",\"storeChecksumOnTagging\":true,\"startTime\":1675409787118,\"endTime\":1675409787334,\"comparedWith\":\"object-metadata\",\"comparedResult\":\"MATCHED\",\"tagUpdated\":true}},\"uuid\":\"60aa12c0-b046-1db7-b9e2-3a3aac69b500\"}", - "InputDetails": { - "Included": true - }, - "Name": "a86a921b-6d7d-4774-9c8c-bb80e590bc3b", - "Output": "{\"uuid\":\"60aa12c0-b046-1db7-b9e2-3a3aac69b500\",\"stateMachine\":\"so0050-0a9ab6b1a00f-ingest-main\",\"operation\":\"start-transcode\",\"overallStatus\":\"PROCESSING\",\"status\":\"COMPLETED\",\"progress\":100,\"input\":{\"bucket\":\"so0050-0a9ab6b1a00f-account-number-us-east-1-ingest\",\"duration\":453799,\"destination\":{\"bucket\":\"so0050-0a9ab6b1a00f-account-number-us-east-1-proxy\",\"prefix\":\"60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/\"},\"attributes\":{},\"type\":\"audio\",\"uuid\":\"60aa12c0-b046-1db7-b9e2-3a3aac69b500\",\"key\":\"speech/speech.mp3\",\"aiOptions\":{\"sentiment\":true,\"textROI\":[true,true,true,true,true,true,true,true,true],\"framebased\":true,\"celeb\":true,\"frameCaptureMode\":1003,\"keyphrase\":true,\"label\":true,\"languageCode\":\"en-US\",\"facematch\":true,\"transcribe\":true,\"face\":true,\"customentity\":false,\"person\":true,\"minConfidence\":80,\"textract\":true,\"moderation\":true,\"segment\":true,\"customlabel\":false,\"text\":true,\"entity\":true,\"customLabelModels\":[]}},\"data\":{\"checksum\":{\"comparedResult\":\"MATCHED\",\"storeChecksumOnTagging\":true,\"computed\":\"ac5cfe51b37d5711de590746ba461bfe\",\"fileSize\":2722840,\"startTime\":1675409787118,\"endTime\":1675409787334,\"comparedWith\":\"object-metadata\",\"tagUpdated\":true,\"algorithm\":\"md5\"},\"transcode\":{\"output\":\"60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/transcode/\",\"jobId\":\"1675409793856-6whu0q\",\"startTime\":1675409794011,\"endTime\":1675409805251},\"restore\":{\"tier\":\"Bulk\",\"startTime\":1675409786919,\"endTime\":1675409786919},\"mediainfo\":{\"output\":[\"60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/mediainfo/mediainfo.json\",\"60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/mediainfo/mediainfo.xml\"]}}}", - "OutputDetails": { - "Included": true - }, - "StartDate": 1675409789768, - "StateMachineArn": "arn:aws:states:us-east-1:account-number:stateMachine:so0050-0a9ab6b1a00f-ingest-audio", - "Status": "SUCCEEDED", - "StopDate": 1675409806663 - } - } +const eventStateJobCompleted = { + operation: 'job-completed', + input: { + bucket: 'so0050-111111111111-account-number-us-east-1-ingest', + duration: 453799, + destination: { + bucket: 'so0050-111111111111-account-number-us-east-1-proxy', + prefix: '60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/', + }, + attributes: {}, + type: 'audio', + uuid: '60aa12c0-b046-1db7-b9e2-3a3aac69b500', + key: 'speech/speech.mp3', + aiOptions: { + sentiment: true, + textROI: [ + true, + true, + true, + true, + true, + true, + true, + true, + true, + ], + framebased: true, + celeb: true, + frameCaptureMode: 1003, + keyphrase: true, + label: true, + languageCode: 'en-US', + facematch: true, + transcribe: true, + face: true, + customentity: false, + person: true, + minConfidence: 80, + textract: true, + moderation: true, + segment: true, + customlabel: false, + text: true, + entity: true, + customLabelModels: [], + }, + }, + data: { + checksum: { + comparedResult: 'MATCHED', + storeChecksumOnTagging: true, + computed: 'ac5cfe51b37d5711de590746ba461bfe', + fileSize: 2722840, + startTime: 1675409787118, + endTime: 1675409787334, + comparedWith: 'object-metadata', + tagUpdated: true, + algorithm: 'md5', + }, + transcode: { + output: '60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/transcode/', + jobId: '1675409793856-6whu0q', + startTime: 1675409794011, + endTime: 1675409805251, + }, + restore: { + tier: 'Bulk', + startTime: 1675409786919, + endTime: 1675409786919, + }, + mediainfo: { + output: [ + '60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/mediainfo/mediainfo.json', + '60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/mediainfo/mediainfo.xml', + ], + }, + indexer: { + terms: [ + 'overallStatus', + 'lastModified', + 'status', + 'timestamp', + 'basename', + 'attributes', + 'bucket', + 'fileSize', + 'mime', + 'uuid', + 'key', + 'duration', + 'md5', + 'type', + ], + }, + }, + progress: 100, + uuid: '60aa12c0-b046-1db7-b9e2-3a3aac69b500', + status: 'COMPLETED', +}; +const eventStateUpdateRecord = { + operation: 'update-record', + nestedStateOutput: { + ExecutionArn: 'arn:aws:states:us-east-1:account-number:execution:so0050-111111111111-ingest-audio:a86a921b-6d7d-4774-9c8c-bb80e590bc3b', + Input: '{"operation":"run-mediainfo","status":"NOT_STARTED","progress":0,"input":{"bucket":"so0050-111111111111-account-number-us-east-1-ingest","key":"speech/speech.mp3","uuid":"60aa12c0-b046-1db7-b9e2-3a3aac69b500","aiOptions":{"celeb":true,"face":true,"facematch":true,"label":true,"moderation":true,"person":true,"text":true,"segment":true,"customlabel":false,"minConfidence":80,"customLabelModels":[],"frameCaptureMode":1003,"textROI":[true,true,true,true,true,true,true,true,true],"framebased":true,"transcribe":true,"keyphrase":true,"entity":true,"sentiment":true,"customentity":false,"textract":true,"languageCode":"en-US"},"attributes":{},"destination":{"bucket":"so0050-111111111111-account-number-us-east-1-proxy","prefix":"60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/"},"type":"audio"},"data":{"restore":{"tier":"Bulk","startTime":1675409786919,"endTime":1675409786919},"checksum":{"algorithm":"md5","fileSize":2722840,"computed":"ac5cfe51b37d5711de590746ba461bfe","storeChecksumOnTagging":true,"startTime":1675409787118,"endTime":1675409787334,"comparedWith":"object-metadata","comparedResult":"MATCHED","tagUpdated":true}},"uuid":"60aa12c0-b046-1db7-b9e2-3a3aac69b500"}', + InputDetails: { + Included: true, + }, + Name: 'a86a921b-6d7d-4774-9c8c-bb80e590bc3b', + Output: '{"uuid":"60aa12c0-b046-1db7-b9e2-3a3aac69b500","stateMachine":"so0050-111111111111-ingest-main","operation":"start-transcode","overallStatus":"PROCESSING","status":"COMPLETED","progress":100,"input":{"bucket":"so0050-111111111111-account-number-us-east-1-ingest","duration":453799,"destination":{"bucket":"so0050-111111111111-account-number-us-east-1-proxy","prefix":"60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/"},"attributes":{},"type":"audio","uuid":"60aa12c0-b046-1db7-b9e2-3a3aac69b500","key":"speech/speech.mp3","aiOptions":{"sentiment":true,"textROI":[true,true,true,true,true,true,true,true,true],"framebased":true,"celeb":true,"frameCaptureMode":1003,"keyphrase":true,"label":true,"languageCode":"en-US","facematch":true,"transcribe":true,"face":true,"customentity":false,"person":true,"minConfidence":80,"textract":true,"moderation":true,"segment":true,"customlabel":false,"text":true,"entity":true,"customLabelModels":[]}},"data":{"checksum":{"comparedResult":"MATCHED","storeChecksumOnTagging":true,"computed":"ac5cfe51b37d5711de590746ba461bfe","fileSize":2722840,"startTime":1675409787118,"endTime":1675409787334,"comparedWith":"object-metadata","tagUpdated":true,"algorithm":"md5"},"transcode":{"output":"60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/transcode/","jobId":"1675409793856-6whu0q","startTime":1675409794011,"endTime":1675409805251},"restore":{"tier":"Bulk","startTime":1675409786919,"endTime":1675409786919},"mediainfo":{"output":["60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/mediainfo/mediainfo.json","60aa12c0-b046-1db7-b9e2-3a3aac69b500/speech/mediainfo/mediainfo.xml"]}}}', + OutputDetails: { + Included: true, + }, + StartDate: 1675409789768, + StateMachineArn: 'arn:aws:states:us-east-1:account-number:stateMachine:so0050-111111111111-ingest-audio', + Status: 'SUCCEEDED', + StopDate: 1675409806663, + }, +}; const context = { - invokedFunctionArn: 'arn:partition:service:region:account-id:resource-id', - getRemainingTimeInMillis: 1000 -} + invokedFunctionArn: 'arn:partition:service:region:account-id:resource-id', + getRemainingTimeInMillis: 1000, +}; +describe('#Main/Analysis/Main::', () => { + beforeAll(() => { + // Mute console.log output for internal functions + console.log = jest.fn(); + }); - describe('#Main/Analysis/Main::', () => { + beforeEach(() => { + }); - beforeAll(() => { - // Mute console.log output for internal functions - console.log = jest.fn(); - }); + test('Test the StateCreateRecord', async () => { + const stateData = new StateData( + Environment.StateMachines.Main, + eventStateCreateRecord, + context + ); + const instance = new StateCreateRecord(stateData); + console.log(instance); - beforeEach(() => { - }); - - test('Test the StateCreateRecord', async () => { - const stateData = new StateData(Environment.StateMachines.Main, event_StateCreateRecord, context); + expect(instance).toBeDefined(); + }); - let instance = new StateCreateRecord(stateData); - console.log(instance); - - expect(instance).toBeDefined(); - }); + test('Test the StateFixityCompleted', async () => { + const stateData = new StateData( + Environment.StateMachines.Main, + eventStateFixityCompleted, + context + ); - test('Test the StateFixityCompleted', async () => { - const stateData = new StateData(Environment.StateMachines.Main, event_StateFixityCompleted, context); + const instance = new StateFixityCompleted(stateData); + console.log(instance); - let instance = new StateFixityCompleted(stateData); - console.log(instance); - - expect(instance).toBeDefined(); - }); + expect(instance).toBeDefined(); + }); - test('Test the StateIndexIngestResults', async () => { - const stateData = new StateData(Environment.StateMachines.Main, event_StateIndexIngestResults, context); + test('Test the StateIndexIngestResults', async () => { + const stateData = new StateData( + Environment.StateMachines.Main, + eventStateIndexIngestResults, + context + ); - let instance = new StateIndexIngestResults(stateData); - console.log(instance); - - expect(instance).toBeDefined(); - }); + const instance = new StateIndexIngestResults(stateData); + console.log(instance); - test('Test the StateJobCompleted', async () => { - const stateData = new StateData(Environment.StateMachines.Main, event_StateJobCompleted, context); + expect(instance).toBeDefined(); + }); - let instance = new StateJobCompleted(stateData); - console.log(instance); - - expect(instance).toBeDefined(); - }); + test('Test the StateJobCompleted', async () => { + const stateData = new StateData( + Environment.StateMachines.Main, + eventStateJobCompleted, + context + ); - test('Test the StateUpdateRecord', async () => { - const stateData = new StateData(Environment.StateMachines.Main, event_StateUpdateRecord, context); + const instance = new StateJobCompleted(stateData); + console.log(instance); - let instance = new StateUpdateRecord(stateData); - console.log(instance); - - expect(instance).toBeDefined(); - }); + expect(instance).toBeDefined(); + }); + test('Test the StateUpdateRecord', async () => { + const stateData = new StateData( + Environment.StateMachines.Main, + eventStateUpdateRecord, + context + ); -}); - + const instance = new StateUpdateRecord(stateData); + console.log(instance); + expect(instance).toBeDefined(); + }); +}); diff --git a/source/main/ingest/main/jest.config.js b/source/main/ingest/main/jest.config.js index ea7e24a..4c9746e 100644 --- a/source/main/ingest/main/jest.config.js +++ b/source/main/ingest/main/jest.config.js @@ -1,11 +1,10 @@ module.exports = { - setupTestFrameworkScriptFile: 'tests/setup.js', - transform: { - '^.+\\.jsx?$': 'babel-jest', - }, - roots: [''], - testMatch: ['**/*.spec.js'], - coveragePathIgnorePatterns: ['/lib/utils.test.js'], - coverageReporters: [['lcov', { projectRoot: '../../../../' }], 'text'], - setupFiles: ['/setEnvVars.js'] - }; \ No newline at end of file + transform: { + '^.+\\.jsx?$': 'babel-jest', + }, + roots: [''], + testMatch: ['**/*.spec.js'], + coveragePathIgnorePatterns: ['/lib/utils.test.js'], + coverageReporters: [['lcov', { projectRoot: '../../../../' }], 'text'], + setupFiles: ['/setEnvVars.js'], +}; diff --git a/source/main/ingest/main/package-lock.json b/source/main/ingest/main/package-lock.json index 7b0a496..c20d6c3 100644 --- a/source/main/ingest/main/package-lock.json +++ b/source/main/ingest/main/package-lock.json @@ -1,8821 +1,59 @@ { "name": "ingest-main", - "version": "1.0.0", - "lockfileVersion": 2, + "version": "3.0.0", + "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "ingest-main", - "version": "1.0.0", - "license": "Apache-2.0", + "version": "3.0.0", "devDependencies": { - "@babel/plugin-transform-modules-commonjs": "^7.19.6", "core-lib": "file:../../../layers/core-lib", - "jest": "^29.3.1", "mediainfo": "file:../../../layers/mediainfo" } }, "../../../layers/core-lib": { - "version": "1.0.0", + "version": "4.0.0", "dev": true, - "license": "Apache-2.0", "dependencies": { - "@npcz/magic": "^1.3.11", - "adm-zip": "^0.5.5", - "aws4": "^1.12.0", + "@npcz/magic": "^1.3.16", + "adm-zip": "^0.5.12", + "csv-parser": "^3.0.0", "mime": "^3.0.0", - "node-webvtt": "^1.9.3", - "sqlstring": "^2.3.1", - "tar-stream": "^3.1.6" + "node-webvtt": "^1.9.4", + "regression": "^2.0.1", + "tar-stream": "^3.1.7" }, "devDependencies": { - "aws-sdk": "2.831.0", - "aws-sdk-mock": "5.8.0", - "jest": "^29.3.1", + "@aws-sdk/client-dynamodb": "^3.540.0", + "@aws-sdk/client-iot-data-plane": "^3.540.0", + "@aws-sdk/client-s3": "^3.540.0", + "@aws-sdk/client-sns": "^3.540.0", + "@aws-sdk/s3-request-presigner": "^3.540.0", + 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"sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==", - "dev": true - }, - "yocto-queue": { - "version": "0.1.0", - "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz", - "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==", - "dev": true + "node_modules/mediainfo": { + "resolved": "../../../layers/mediainfo", + "link": true } } } diff --git a/source/main/ingest/main/package.json b/source/main/ingest/main/package.json index 9a6a0b4..0df5b82 100644 --- a/source/main/ingest/main/package.json +++ b/source/main/ingest/main/package.json @@ -1,6 +1,6 @@ { "name": "ingest-main", - "version": "1.0.0", + "version": "3.0.0", "description": "Main Ingest state machine lambda to create record, to extract media technical metadata, and to index results to elasticsearch", "main": "index.js", "private": true, @@ -9,19 +9,13 @@ "test": "jest --coverage --coverageDirectory=../../../coverage", "build:clean": "rm -rf dist && mkdir -p dist", "build:copy": "cp -rv index.js package.json states dist/", - "build:install": "cd dist && npm install --omit=dev --omit=optional", + "build:install": "cd dist && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" }, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, + "author": "aws-mediaent-solutions", "devDependencies": { "core-lib": "file:../../../layers/core-lib", - "mediainfo": "file:../../../layers/mediainfo", - "@babel/plugin-transform-modules-commonjs": "^7.19.6", - "jest": "^29.3.1" - }, - "license": "Apache-2.0" + "mediainfo": "file:../../../layers/mediainfo" + } } diff --git a/source/main/ingest/main/setEnvVars.js b/source/main/ingest/main/setEnvVars.js index 331686f..b29b464 100644 --- a/source/main/ingest/main/setEnvVars.js +++ b/source/main/ingest/main/setEnvVars.js @@ -2,7 +2,7 @@ process.env.ENV_ES_DOMAIN_ENDPOINT = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_ID = 'Test_ENV_Variable'; process.env.ENV_RESOURCE_PREFIX = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_UUID = 'Test_ENV_Variable'; -process.env.ENV_ANONYMIZED_USAGE = 'Test_ENV_Variable'; +process.env.ENV_ANONYMOUS_USAGE = 'Test_ENV_Variable'; process.env.ENV_IOT_HOST = 'Test_ENV_Variable'; process.env.ENV_IOT_TOPIC = 'Test_ENV_Variable'; process.env.ENV_PROXY_BUCKET = 'Test_ENV_Variable'; diff --git a/source/main/ingest/main/stateMachineDefinition.json b/source/main/ingest/main/stateMachineDefinition.json index b6685f5..25a51c1 100644 --- a/source/main/ingest/main/stateMachineDefinition.json +++ b/source/main/ingest/main/stateMachineDefinition.json @@ -4,7 +4,7 @@ "States": { "Create record": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${IngestMainLambda.Arn}", "Parameters": { "operation": "create-record", "executionArn.$": "$$.Execution.Id", @@ -24,7 +24,7 @@ }, "Start fixity (nested)": { "Type": "Task", - "Resource": "arn:aws:states:::states:startExecution.sync", + "Resource": "arn:aws:states:::states:startExecution.sync:2", "Parameters": { "Input": { "operation": "check-restore-status", @@ -34,13 +34,13 @@ "input.$": "$.input", "data.$": "$.data" }, - "StateMachineArn": "${FixityStateMachine}" + "StateMachineArn": "${IngestFixityStateMachine}" }, "Next": "Fixity completed" }, "Fixity completed": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${IngestMainLambda.Arn}", "Parameters": { "operation": "fixity-completed", "nestedStateOutput.$": "$" @@ -85,7 +85,7 @@ }, "Start image ingest (nested)": { "Type": "Task", - "Resource": "arn:aws:states:::states:startExecution.sync", + "Resource": "arn:aws:states:::states:startExecution.sync:2", "Parameters": { "Input": { "operation": "run-imageinfo", @@ -95,13 +95,13 @@ "input.$": "$.input", "data.$": "$.data" }, - "StateMachineArn": "${ImageStateMachine}" + "StateMachineArn": "${IngestImageStateMachine}" }, "Next": "Update record" }, "Start video ingest (nested)": { "Type": "Task", - "Resource": "arn:aws:states:::states:startExecution.sync", + "Resource": "arn:aws:states:::states:startExecution.sync:2", "Parameters": { "Input": { "operation": "run-mediainfo", @@ -111,13 +111,13 @@ "input.$": "$.input", "data.$": "$.data" }, - "StateMachineArn": "${VideoStateMachine}" + "StateMachineArn": "${IngestVideoStateMachine}" }, "Next": "Update record" }, "Start audio ingest (nested)": { "Type": "Task", - "Resource": "arn:aws:states:::states:startExecution.sync", + "Resource": "arn:aws:states:::states:startExecution.sync:2", "Parameters": { "Input": { "operation": "run-mediainfo", @@ -127,13 +127,13 @@ "input.$": "$.input", "data.$": "$.data" }, - "StateMachineArn": "${AudioStateMachine}" + "StateMachineArn": "${IngestAudioStateMachine}" }, "Next": "Update record" }, "Start document ingest (nested)": { "Type": "Task", - "Resource": "arn:aws:states:::states:startExecution.sync", + "Resource": "arn:aws:states:::states:startExecution.sync:2", "Parameters": { "Input": { "operation": "run-docinfo", @@ -143,7 +143,7 @@ "input.$": "$.input", "data.$": "$.data" }, - "StateMachineArn": "${DocumentStateMachine}" + "StateMachineArn": "${IngestDocumentStateMachine}" }, "Next": "Update record" }, @@ -152,7 +152,7 @@ }, "Update record": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${IngestMainLambda.Arn}", "Parameters": { "operation": "update-record", "nestedStateOutput.$": "$" @@ -171,7 +171,7 @@ }, "Index ingest results": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${IngestMainLambda.Arn}", "Parameters": { "operation": "index-ingest-results", "uuid.$": "$.uuid", @@ -194,7 +194,7 @@ }, "Completed": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${IngestMainLambda.Arn}", "Parameters": { "operation": "job-completed", "uuid.$": "$.uuid", diff --git a/source/main/ingest/main/states/create-record/index.js b/source/main/ingest/main/states/create-record/index.js index 9e9e32d..7d03a44 100644 --- a/source/main/ingest/main/states/create-record/index.js +++ b/source/main/ingest/main/states/create-record/index.js @@ -5,6 +5,7 @@ const PATH = require('path'); const { DB, CommonUtils, + MimeTypeHelper, Environment, StateData, FrameCaptureMode, @@ -12,6 +13,8 @@ const { IngestError, } = require('core-lib'); +const AI_OPTIONS_S3KEY = process.env.ENV_AI_OPTIONS_S3KEY; + class StateCreateRecord { constructor(stateData) { if (!(stateData instanceof StateData)) { @@ -35,13 +38,15 @@ class StateCreateRecord { throw new IngestError('missing uuid, bucket and key'); } const response = await CommonUtils.headObject(src.bucket, src.key); - const mime = src.mime || CommonUtils.getMime(src.key); + if (!src.mime) { + src.mime = MimeTypeHelper.getMime(src.key); + } /* try our best to find md5 from metadata, object-tags, and etag */ const md5 = await this.findMd5(response); /* parse frame capture mode settings */ - src.aiOptions = this.parseFrameCaptureMode(src.aiOptions); + src.aiOptions = await this.parseFrameCaptureMode(src.aiOptions); /* update type based on mime */ - src.type = CommonUtils.parseMimeType(mime); + src.type = MimeTypeHelper.parseMimeType(src.mime); /* make sure destination.bucket and prefix are set */ if (!(src.destination || {}).bucket || !(src.destination || {}).prefix) { src.destination = { @@ -59,7 +64,7 @@ class StateCreateRecord { key: src.key, basename: PATH.parse(src.key).name, md5, - mime, + mime: src.mime, type: src.type, timestamp: (new Date()).getTime(), schemaVersion: 1, @@ -88,8 +93,10 @@ class StateCreateRecord { /* #2: try object tagging */ const src = this.stateData.input || {}; - const response = await CommonUtils.getTags(src.bucket, src.key).catch(() => undefined); - const chksum = ((response || {}).TagSet || []).find(x => + const response = await CommonUtils.getTags(src.bucket, src.key) + .catch(() => + undefined); + const chksum = ((response || {}).TagSet || []).find((x) => x.Key === 'computed-md5'); if (chksum && chksum.Value.match(/^([0-9a-fA-F]{32})$/)) { return chksum.Value; @@ -117,8 +124,20 @@ class StateCreateRecord { }, data.Metadata); } - parseFrameCaptureMode(aiOptions) { - const options = aiOptions; + async parseFrameCaptureMode(aiOptions) { + let options = aiOptions; + if (!options) { + const bucket = Environment.Proxy.Bucket; + const key = AI_OPTIONS_S3KEY; + options = await CommonUtils.download( + bucket, + key + ).then((res) => + JSON.parse(res)) + .catch((e) => + undefined); + } + /* auto select frameCaptureMode if not defined */ if (options && options[AnalysisTypes.Rekognition.CustomLabel] diff --git a/source/main/ingest/main/states/index-ingest-results/index.js b/source/main/ingest/main/states/index-ingest-results/index.js index 593eb79..6eb0ae1 100644 --- a/source/main/ingest/main/states/index-ingest-results/index.js +++ b/source/main/ingest/main/states/index-ingest-results/index.js @@ -10,25 +10,8 @@ const { IngestError, } = require('core-lib'); -const INDEX_INGEST = 'ingest'; -const CORE_ATTRIBUTES = [ - 'overallStatus', - 'lastModified', - 'timestamp', - 'status', - 'basename', - 'attributes', - 'bucket', - 'group', - 'fileSize', - 'mime', - 'framerate', - 'uuid', - 'key', - 'duration', - 'type', - 'md5', -]; +const INDEX_CONTENT = Indexer.getContentIndex(); +const INGEST_FIELDS = Indexer.getIngestFields(); class StateIndexIngestResults { constructor(stateData) { @@ -52,31 +35,52 @@ class StateIndexIngestResults { PartitionKey: Environment.DynamoDB.Ingest.PartitionKey, }); const uuid = this.stateData.uuid; - const result = await db.fetch(uuid, undefined, CORE_ATTRIBUTES); + const result = await db.fetch( + uuid, + undefined, + INGEST_FIELDS + ); + const indexer = new Indexer(); - await indexer.indexDocument(INDEX_INGEST, uuid, result) - .catch((e) => - console.error(`[ERR]: indexDocument: ${INDEX_INGEST}: ${uuid}:`, e)); + await indexer.indexDocument( + INDEX_CONTENT, + uuid, + result + ).catch((e) => { + console.error( + 'ERR:', + 'StateIndexIngestResults.process:', + 'indexer.indexDocument:', + e.name, + e.message, + INDEX_CONTENT, + uuid, + JSON.stringify(result) + ); + throw e; + }); + + await this.sendAnonymous(result); - await this.sendAnonymized(result); this.stateData.setData('indexer', { terms: Object.keys(result), }); this.stateData.setCompleted(); + return this.stateData.toJSON(); } - async sendAnonymized(data) { - if (!Environment.Solution.Metrics.AnonymizedUsage) { + async sendAnonymous(data) { + if (!Environment.Solution.Metrics.AnonymousUsage) { return undefined; } - return Metrics.sendAnonymizedData({ + return Metrics.sendAnonymousData({ uuid: this.stateData.uuid, process: 'ingest', fileSize: data.fileSize, duration: data.duration || 0, mime: data.mime, - }).catch(e => console.log(`sendAnonymized: ${e.message}`)); + }).catch(e => console.log(`sendAnonymous: ${e.message}`)); } } diff --git a/source/main/ingest/main/states/update-record/index.js b/source/main/ingest/main/states/update-record/index.js index 5b5649b..bcb7275 100644 --- a/source/main/ingest/main/states/update-record/index.js +++ b/source/main/ingest/main/states/update-record/index.js @@ -5,6 +5,7 @@ const PATH = require('path'); const { DB, CommonUtils, + MimeTypeHelper, Environment, StateData, IngestError, @@ -56,18 +57,28 @@ class StateUpdateRecord { response = await CommonUtils.listObjects(bucket, prefix, { ContinuationToken: (response || {}).NextContinuationToken, MaxKeys: 300, - }).catch((e) => - console.error(`[ERR]: CommonUtils.listObjects: ${prefix} ${e.code} ${e.message}`)); + }).catch((e) => { + console.error( + 'ERR:', + 'StateUpdateRecord.process:', + 'CommonUtils.listObjects:', + e.name, + e.message, + prefix + ); + return undefined; + }); + if (response && response.Contents) { while (response.Contents.length) { const content = response.Contents.shift(); - const mime = CommonUtils.getMime(content.Key); + const mime = MimeTypeHelper.getMime(content.Key); proxies.push({ ...this.parseObjectProps(content), key: content.Key, outputType: ot, mime, - type: CommonUtils.parseMimeType(mime), + type: MimeTypeHelper.parseMimeType(mime), }); } } @@ -81,16 +92,26 @@ class StateUpdateRecord { }).then((res) => res.Contents.sort((a, b) => b.Size - a.Size).shift()) - .catch((e) => - console.error(`[ERR]: CommonUtils.listObjects: ${prefix} ${e.code} ${e.message}`)); + .catch((e) => { + console.error( + 'ERR:', + 'StateUpdateRecord.process:', + 'CommonUtils.listObjects:', + e.name, + e.message, + prefix + ); + return undefined; + }); + if (frameCapture) { - const mime = CommonUtils.getMime(frameCapture.Key); + const mime = MimeTypeHelper.getMime(frameCapture.Key); proxies.push({ ...this.parseObjectProps(frameCapture), key: frameCapture.Key, outputType: OUTPUT_TYPE_PROXY, mime, - type: CommonUtils.parseMimeType(mime), + type: MimeTypeHelper.parseMimeType(mime), }); } diff --git a/source/main/ingest/video/README.md b/source/main/ingest/video/README.md index 7fdc1cd..c09d664 100644 --- a/source/main/ingest/video/README.md +++ b/source/main/ingest/video/README.md @@ -1,76 +1,125 @@ -# Ingest Video State Machine +# Video Ingest State Machine -The Ingest Video State Machine runs [MediaInfo](https://github.com/MediaArea/MediaInfo) tool to extract technical metadata and uses [AWS Elemental MediaConvert](https://aws.amazon.com/mediaconvert/) service to convert the incoming video file into MP4 format, create thumbnail images, and optionally extract frames when you specify to use ```frame-based``` analysis or enable [Amazon Rekognition Custom Labels](https://aws.amazon.com/rekognition/custom-labels-features/) models. +The Video Ingest State Machine uses MediaInfo opensource tool to extract the technical metadata of the video file. It then uses AWS Elemental MediaConvert to create a proxy version of the video file in MP4 format for Video Analysis workflow, an audio proxy file in M4A format for Audio Analysis workflow, and frame capture images for Frame Based Analysis workflow. The video ingest state machine uses Jimp opensource tool to compute Perceptual Hash and Laplacian Variant of the frame images. -Please check the details of [the supported input video codec and container](https://docs.aws.amazon.com/mediaconvert/latest/ug/reference-codecs-containers-input.html#reference-codecs-containers-input-video). +Refer to [the supported input video codec and container](https://docs.aws.amazon.com/mediaconvert/latest/ug/reference-codecs-containers-input.html#reference-codecs-containers-input-video). ![Ingest Video state machine](../../../../deployment/tutorials/images/ingest-video-state-machine.png) -__ +#### _State: Run mediainfo_ + +The lambda function uses [MediaInfo](https://github.com/MediaArea/MediaInfo) opensource tool to extract the technical metadata of the video file such as container format, duration, framerate, resolution, video and audio formats. It stores the technical metadata (in JSON format) to the Amazon S3 proxy bucket and updates the **mediainfo** field in the Amazon DynamoDB ingest table. + +#### _State: Start and wait for mediaconvert job_ + +The Video Ingest workflow supports various video formats and codecs of the ingested media file by leveraging [AWS Elemental MediaConvert](https://aws.amazon.com/mediaconvert/) service. It creates the "standardized" proxy outputs to simplify the downstream analysis workflows. + +The proxies this workflow created include: +- a MP4 video proxy file, used for "Video Analysis" +- a M4A audio proxy file, used for "Audio Analysis" +- frame capture images, used for "Frame Based and Dynamic Frame Analysis" + +To support a large number of concurrent requests, the lambda function leverages the [Service Backlog Management System](../../../layers/service-backlog-lib/README.md) to queue the transcoding job request and waits for the job to be processed. + +The Backlog system processes the request by running the AWS Elemental MediaConvert CreateJob API and waits for the job to complete. When the transcoding job is completed, it sends the task result back to the Video Ingest State Machine to complete the request. Refer to the [Service Backlog Management System](../../../layers/service-backlog-lib/README.md) to understand how that works. Then, the Video Ingest State Machine can resume and execute the next step, "Has frame capture group?". + + +#### _State: Has frame capture group?_ + +The Choice state checks if Frame Based Analysis flags, `$.input.aiOptions.framebased` and `$.input.aiOptions.frameCaptureMode`. If the framebased is set to `true` and frameCaptureMode is greater than `0`, the workflow transitions to the "Compute perceptual hashes" state to calculate hash and laplacian variant values of the frame images. Otherwise, the workflow moves to "Ingest completed" indicating the video ingest process has completed. -## Execution input -The state execution input is passed in from the [Ingest Main State Machine](../main/README.md) with a few additional fields where ```input.type``` identifies the type of the media and ```operation```, ```status```, and ```progress``` represent the current state status that are used internally by the ingest-video lambda function. +#### _State: Compute perceptual hashes_ + +The lambda function uses [Jimp](https://github.com/oliver-moran/jimp) to calculate the Perceptual Hash and the Laplacian Variant values of each frame image. These values are used in the [Dynamic Frame Segmentation Workflow](../../analysis/video/README_DYNAMIC_FRAME_WORKFLOW.md) to intelligently select "relevant" frames for video analysis. + +The lambda function stores the results, named **frameHash.json** to the Amazon S3 proxy bucket. Here is a snippet of the frameHashes.json. ```json -{ - "operation": "run-mediainfo", - "status": "NOT_STARTED", - "progress": 0, - "input": { - "type": "video", - ... - } -} +[ + { + "name": "frame.0000001.jpg", + "frameNo": 24, + "timestamp": 1001, + "hash": "cg880000000", + "laplacian": 309 + }, + ... +] ``` -| Field | Description | Required? | -| :-----| :-----------| :---------| -| operation | the state of the execution used to identify which operation to run within the ingest-video lambda function (use internally) | Mandatory | -| _status_ | current status of the state (use internally) | Optional | -| _progress_ | current progress of the state (use internally) | Optional | -| input.type | must be ```video``` | Mandatory | -| _input.*_ | Other parameters are pass through from the Ingest Main State Machine | Mandatory | +When the lambda function calculates the hashes and laplacian variant values for all frame images, it set `$.status` to "COMPLETED". Otherwise, it set `$.status` to "PROCESSING" indicating there are more frame images to be processed. -__ -## State: Run mediainfo -A state where a lambda function uses [MediaInfo](https://github.com/MediaArea/MediaInfo) tool to extract technical metadata such as container format, duration, framerate, resolution, video and audio formats. It stores the mediainfo metadata in JSON format in the Amazon S3 proxy bucket and updates the ```mediainfo``` field in the Amazon DynamoDB ingest table. +#### _State: More hashes?_ -__ +If the status is "COMPLETED," the workflow proceeds to the "Ingest completed" indicating the state machine has completed. Otherwise, it transitions back to the "Compute perceptual hashes" state to resume the process. -## State: Start and wait for mediaconvert job -A state where a lambda function uses [AWS Elemental MediaConvert](https://aws.amazon.com/mediaconvert/) service to create a MP4 video proxy file, thumbnail images, and frame capture images. The proxies are used for streaming to the web application and also used in the later stage where the analysis workflow uses Amazon Rekognition to process the proxy video and/or images to extract visual metadata. +#### _State: Ingest completed_ -This state is an asynchronous wait state (```arn:aws:states:::lambda:invoke.waitForTaskToken```) that waits for the mediaconvert job to complete before it exits. The ```waitForTaskToken``` implies that this state waits for an external source to send the task status (using the execution token) back to the state machine execution. It uses [Step Functions Service Integration Pattern](https://docs.aws.amazon.com/step-functions/latest/dg/connect-to-resource.html) which is discussed in [Using State Machine Service Integration with AWS Elemental MediaConvert service](../automation/README.md#state-machine-service-integration). +A Succeed state indicated the video ingest process completes. __ -## AWS Lambda function (ingest-video) -The ingest-video lambda function provides the implementation to support different states of the Ingest Video state machine. The following AWS XRAY trace diagram illustrates the AWS resources this lambda function communicates to. +#### _Proxies and Metadata location_ -![Ingest Video Lambda function](../../../../deployment/tutorials/images/ingest-video-lambda.png) +Video Ingest State Machine generates the following outputs: +- MediaInfo JSON output +- Various proxy files and frame capture images +- Perceptual Hashes and Laplacian Variants JSON output + +|Output|Location| +|:--|:--| +|MediaInfo JSON|s3://[PROXY_BUCKET]/[UUID]/mediainfo/mediainfo.json| +|Proxy MP4 video|s3://[PROXY_BUCKET]/[UUID]/transcode/aiml/[FILENAME].mp4| +|Proxy M4A audio|s3://[PROXY_BUCKET]/[UUID]/transcode/aiml/[FILENAME].m4a| +|Frame capture images|s3://[PROXY_BUCKET]/[UUID]/transcode/frameCapture/frame.XXXXXXX.jpg| +|Perceptual Hashes and Laplacian Variants|s3://[PROXY_BUCKET]/[UUID]/transcode/frameCapture/frameHashes.json| __ -## IAM Role Permisssion +### AWS Lambda function (ingest-video) + +The ingest-video lambda function provides the implementation to support different states of the Video Ingest state machine. It requires permission to perform the followings: +- Read ingested media file from the Amazon S3 (INGEST_BUCKET) +- Read and write the proxy outputs from the Amazon S3 (PROXY_BUCKET) +- Update status to the Amazon DynamoDB (INGEST_TABLE) +- Register the job request to the Amazon DynamoDB (SERVICE_TOKEN_TABLE) +- Create a transcoding job on AWS Elemental MediaConvert +- Pass an IAM role (DATA_ACCESS_ROLE) to the AWS Elemental MediaConvert service +- Allows the Service Backlog System to send notification to an Amazon EventBridge (SERVICE_BACKLOG_EVENT_BUS) + + +#### _IAM Role Policy_ ```json + { "Version": "2012-10-17", "Statement": [ + { + "Action": [ + "logs:CreateLogGroup", + "logs:CreateLogStream", + "logs:PutLogEvents" + ], + "Resource": [ + "[CLOUDWATCH_LOGS]" + ], + "Effect": "Allow" + }, { "Action": "s3:ListBucket", - "Resource": "INGEST_BUCKET", + "Resource": "[INGEST_BUCKET]", "Effect": "Allow" }, { "Action": "s3:GetObject", - "Resource": "INGEST_BUCKET", + "Resource": "[INGEST_BUCKET]", "Effect": "Allow" }, { "Action": "s3:ListBucket", - "Resource": "PROXY_BUCKET", + "Resource": "[PROXY_BUCKET]", "Effect": "Allow" }, { @@ -78,7 +127,7 @@ __ "s3:GetObject", "s3:PutObject" ], - "Resource": "PROXY_BUCKET", + "Resource": "[PROXY_BUCKET]", "Effect": "Allow" }, { @@ -86,7 +135,7 @@ __ "mediaConvert:CreateJob", "mediaConvert:GetJob" ], - "Resource": "arn:aws:mediaconvert:REGION:ACCOUNT:*", + "Resource": "[MEDIACONVERT_JOB]", "Effect": "Allow" }, { @@ -94,30 +143,45 @@ __ "iam:GetRole", "iam:PassRole" ], - "Resource": "SERVICE_DATA_ACCESS_ROLE", + "Resource": "[DATA_ACCESS_ROLE]", "Effect": "Allow" }, { "Action": [ "dynamodb:Scan", "dynamodb:Query", + "dynamodb:PutItem", "dynamodb:UpdateItem", "dynamodb:DeleteItem" ], "Resource": [ - "INGEST_TABLE", - "SERVICE_TOKEN_TABLE" + "[INGEST_TABLE]", + "[SERVICE_TOKEN_TABLE]" ], "Effect": "Allow" + }, + { + "Action": "events:PutEvents", + "Resource": "[SERVICE_BACKLOG_EVENTBUS]", + "Effect": "Allow" } ] } + ``` +#### _X-Ray Trace_ + +The following AWS XRAY trace diagram illustrates the AWS resources this lambda function communicates to. + +![Ingest Video Lambda function](../../../../deployment/tutorials/images/ingest-video-lambda.png) + __ ## Related topics -* [Automation: State Machine Service Integration / DDB Stream Connector](../automation/README.md) +- [Automation: State Machine Service Integration / DDB Stream Connector](../automation/README.md) +- [Dynamic Frame Segmentation Workflow](../../analysis/video/README_DYNAMIC_FRAME_WORKFLOW.md) +- [Service Backlog Management System](../../../layers/service-backlog-lib/README.md) __ diff --git a/source/main/ingest/video/index.js b/source/main/ingest/video/index.js index 65d69a6..c3ac3bc 100644 --- a/source/main/ingest/video/index.js +++ b/source/main/ingest/video/index.js @@ -8,12 +8,13 @@ const { } = require('core-lib'); const StateRunMediaInfo = require('./states/run-mediainfo'); const StateStartTranscode = require('./states/start-transcode'); +const StateComputePerceptualHash = require('./states/compute-perceptual-hash'); const REQUIRED_ENVS = [ 'ENV_SOLUTION_ID', 'ENV_RESOURCE_PREFIX', 'ENV_SOLUTION_UUID', - 'ENV_ANONYMIZED_USAGE', + 'ENV_ANONYMOUS_USAGE', 'ENV_IOT_HOST', 'ENV_IOT_TOPIC', 'ENV_MEDIACONVERT_HOST', @@ -39,6 +40,9 @@ exports.handler = async (event, context) => { case StateData.States.StartTranscode: instance = new StateStartTranscode(stateData); break; + case StateData.States.ComputePerceptualHash: + instance = new StateComputePerceptualHash(stateData); + break; default: break; } diff --git a/source/main/ingest/video/index.spec.js b/source/main/ingest/video/index.spec.js index 23f3700..8a3fb86 100644 --- a/source/main/ingest/video/index.spec.js +++ b/source/main/ingest/video/index.spec.js @@ -27,7 +27,7 @@ const event_StateRunMediaInfo = { "status": "NOT_STARTED", "progress": 0, "input": { - "bucket": "so0050-0a9ab6b1a00f-193234372883-us-east-1-ingest", + "bucket": "so0050-111111111111-000000000000-us-east-1-ingest", "key": "thenewshort/thenewshort.mp4", "uuid": "3168c4e2-be37-8395-ad0b-62e5636eeef8", "aiOptions": { @@ -65,7 +65,7 @@ const event_StateRunMediaInfo = { }, "attributes": {}, "destination": { - "bucket": "so0050-0a9ab6b1a00f-193234372883-us-east-1-proxy", + "bucket": "so0050-111111111111-000000000000-us-east-1-proxy", "prefix": "3168c4e2-be37-8395-ad0b-62e5636eeef8/thenewshort/" }, "type": "video" @@ -93,13 +93,13 @@ const event_StateRunMediaInfo = { const event_StateStartTranscode = { "uuid": "3168c4e2-be37-8395-ad0b-62e5636eeef8", - "stateMachine": "so0050-0a9ab6b1a00f-ingest-main", + "stateMachine": "so0050-111111111111-ingest-main", "operation": "run-mediainfo", "overallStatus": "PROCESSING", "status": "COMPLETED", "progress": 100, "input": { - "bucket": "so0050-0a9ab6b1a00f-193234372883-us-east-1-ingest", + "bucket": "so0050-111111111111-000000000000-us-east-1-ingest", "key": "thenewshort/thenewshort.mp4", "uuid": "3168c4e2-be37-8395-ad0b-62e5636eeef8", "aiOptions": { @@ -137,7 +137,7 @@ const event_StateStartTranscode = { }, "attributes": {}, "destination": { - "bucket": "so0050-0a9ab6b1a00f-193234372883-us-east-1-proxy", + "bucket": "so0050-111111111111-000000000000-us-east-1-proxy", "prefix": "3168c4e2-be37-8395-ad0b-62e5636eeef8/thenewshort/" }, "type": "video", diff --git a/source/main/ingest/video/jest.config.js b/source/main/ingest/video/jest.config.js index ea7e24a..274ec67 100644 --- a/source/main/ingest/video/jest.config.js +++ b/source/main/ingest/video/jest.config.js @@ -1,6 +1,5 @@ module.exports = { - setupTestFrameworkScriptFile: 'tests/setup.js', - transform: { + transform: { '^.+\\.jsx?$': 'babel-jest', }, roots: [''], diff --git a/source/main/ingest/video/package-lock.json b/source/main/ingest/video/package-lock.json index 7a576d4..2dd13c1 100644 --- a/source/main/ingest/video/package-lock.json +++ b/source/main/ingest/video/package-lock.json @@ -1,8844 +1,80 @@ { "name": "ingest-video", - "version": "1.0.0", - "lockfileVersion": 2, + "version": "3.0.0", + "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "ingest-video", - "version": "1.0.0", - "license": "Apache-2.0", + "version": "3.0.0", "devDependencies": { - "@babel/plugin-transform-modules-commonjs": "^7.19.6", "core-lib": "file:../../../layers/core-lib", - "jest": "^29.3.1", "mediainfo": "file:../../../layers/mediainfo", "service-backlog-lib": "file:../../../layers/service-backlog-lib" } }, "../../../layers/core-lib": { - "version": "1.0.0", + "version": "4.0.0", "dev": true, - "license": "Apache-2.0", "dependencies": { - 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"version": "1.0.0", + "version": "3.0.0", "description": "Ingest Video state machine lambda to run mediainfo and start mediaconvert job to create proxy", "main": "index.js", "private": true, @@ -9,20 +9,14 @@ "test": "jest --coverage --coverageDirectory=../../../coverage", "build:clean": "rm -rf dist && mkdir -p dist", "build:copy": "cp -rv index.js package.json states dist/", - "build:install": "cd dist && npm install --omit=dev --omit=optional", + "build:install": "cd dist && npm install --omit=dev", "build": "npm-run-all -s build:clean build:copy build:install", "zip": "cd dist && zip -rq" }, - "author": { - "name": "Amazon Web Services", - "url": "https://aws.amazon.com/solutions" - }, + "author": "aws-mediaent-solutions", "devDependencies": { "core-lib": "file:../../../layers/core-lib", - "service-backlog-lib": "file:../../../layers/service-backlog-lib", "mediainfo": "file:../../../layers/mediainfo", - "@babel/plugin-transform-modules-commonjs": "^7.19.6", - "jest": "^29.3.1" - }, - "license": "Apache-2.0" + "service-backlog-lib": "file:../../../layers/service-backlog-lib" + } } diff --git a/source/main/ingest/video/setEnvVars.js b/source/main/ingest/video/setEnvVars.js index 331686f..b29b464 100644 --- a/source/main/ingest/video/setEnvVars.js +++ b/source/main/ingest/video/setEnvVars.js @@ -2,7 +2,7 @@ process.env.ENV_ES_DOMAIN_ENDPOINT = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_ID = 'Test_ENV_Variable'; process.env.ENV_RESOURCE_PREFIX = 'Test_ENV_Variable'; process.env.ENV_SOLUTION_UUID = 'Test_ENV_Variable'; -process.env.ENV_ANONYMIZED_USAGE = 'Test_ENV_Variable'; +process.env.ENV_ANONYMOUS_USAGE = 'Test_ENV_Variable'; process.env.ENV_IOT_HOST = 'Test_ENV_Variable'; process.env.ENV_IOT_TOPIC = 'Test_ENV_Variable'; process.env.ENV_PROXY_BUCKET = 'Test_ENV_Variable'; diff --git a/source/main/ingest/video/stateMachineDefinition.json b/source/main/ingest/video/stateMachineDefinition.json index db6afda..b15daff 100644 --- a/source/main/ingest/video/stateMachineDefinition.json +++ b/source/main/ingest/video/stateMachineDefinition.json @@ -1,10 +1,10 @@ { - "Comment": "video ingest state machine to run mediainfo and start mediaconvert job to create proxy", + "Comment": "video ingest state machine to run mediainfo, start mediaconvert job to create proxy, and compute perceptual hashes", "StartAt": "Run mediainfo", "States": { "Run mediainfo": { "Type": "Task", - "Resource": "${x0}", + "Resource": "${IngestVideoLambda.Arn}", "Parameters": { "operation": "run-mediainfo", "uuid.$": "$.uuid", @@ -29,7 +29,7 @@ "Type": "Task", "Resource":"arn:aws:states:::lambda:invoke.waitForTaskToken", "Parameters": { - "FunctionName": "${a0}", + "FunctionName": "${IngestVideoLambda}", "Payload": { "token.$":"$$.Task.Token", "operation": "start-transcode", @@ -41,7 +41,80 @@ } }, "TimeoutSeconds": 86400, - "End": true + "Next": "Has frame capture group?" + }, + "Has frame capture group?": { + "Type": "Choice", + "Choices": [ + { + "And": [ + { + "Variable": "$.input", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions.framebased", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions.framebased", + "BooleanEquals": true + }, + { + "Variable": "$.input.aiOptions.frameCaptureMode", + "IsPresent": true + }, + { + "Variable": "$.input.aiOptions.frameCaptureMode", + "NumericGreaterThan": 0 + } + ], + "Next": "Compute perceptual hashes" + } + ], + "Default": "Ingest completed" + }, + "Compute perceptual hashes": { + "Type": "Task", + "Resource": "${IngestVideoComputeHashLambda.Arn}", + "Parameters": { + "operation": "compute-perceptual-hash", + "uuid.$": "$.uuid", + "overallStatus.$": "$.overallStatus", + "input.$": "$.input", + "data.$": "$.data", + "status": "NOT_STARTED", + "progress": 0 + }, + "Next": "More hashes?", + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 2, + "BackoffRate": 1.2 + } + ] + }, + "More hashes?": { + "Type": "Choice", + "Choices": [ + { + "Variable": "$.status", + "StringEquals": "COMPLETED", + "Next": "Ingest completed" + } + ], + "Default": "Compute perceptual hashes" + }, + "Ingest completed": { + "Type": "Succeed" } } } diff --git a/source/main/ingest/video/states/compute-perceptual-hash/hashHelper.js b/source/main/ingest/video/states/compute-perceptual-hash/hashHelper.js new file mode 100644 index 0000000..c429c2f --- /dev/null +++ b/source/main/ingest/video/states/compute-perceptual-hash/hashHelper.js @@ -0,0 +1,27 @@ +const { + CommonUtils, + JimpHelper, +} = require('core-lib'); +const JIMP = require('jimp'); + +class HashHelper extends JimpHelper { + static async loadImage(bucket, key) { + const signed = await CommonUtils.getSignedUrl({ + Bucket: bucket, + Key: key, + }); + + return new Promise((resolve, reject) => { + JIMP.read(signed, (e, img) => { + if (e) { + console.error(e); + reject(e); + return; + } + resolve(img); + }); + }); + } +} + +module.exports = HashHelper; diff --git a/source/main/ingest/video/states/compute-perceptual-hash/index.js b/source/main/ingest/video/states/compute-perceptual-hash/index.js new file mode 100644 index 0000000..9c781ba --- /dev/null +++ b/source/main/ingest/video/states/compute-perceptual-hash/index.js @@ -0,0 +1,316 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 +const OS = require('os'); +const PATH = require('path'); +const { + Worker, + SHARE_ENV, +} = require('worker_threads'); +const { + CommonUtils, + StateData, + FrameCaptureModeHelper, + TranscodeError, +} = require('core-lib'); +const HashHelper = require('./hashHelper'); + +const WORKER_JS = 'worker.js'; + +const FRAMECAPTURE_OUTPUT_GROUP = 'frameCapture'; +const FRAME_HASH_JSON = 'frameHash.json'; + +class StateComputePerceptualHash { + constructor(stateData) { + if (!(stateData instanceof StateData)) { + throw new TranscodeError('stateData not StateData object'); + } + this.$stateData = stateData; + } + + get [Symbol.toStringTag]() { + return 'StateComputePerceptualHash'; + } + + get stateData() { + return this.$stateData; + } + + async downloadFrameHashOutput(bucket, prefix, name) { + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const key = PATH.join(prefix, name); + let data = await CommonUtils.download(bucket, key) + .then((res) => + JSON.parse(res)) + .catch(() => + undefined); + + if (data === undefined) { + data = await this.createFrameHashOutput(bucket, prefix, name); + } + + return data; + } + + async createFrameHashOutput(bucket, prefix, name) { + const data = []; + + // get numerator and denominator + const input = this.stateData.input; + const fps = input.framerate; + const mode = input.aiOptions.frameCaptureMode; + const [ + numerator, + denominator, + ] = FrameCaptureModeHelper.suggestFrameCaptureRate(fps, mode); + const captureFPS = { + numerator, + denominator, + }; + + let response; + do { + const params = { + ContinuationToken: (response || {}).NextContinuationToken, + MaxKeys: 1000, + }; + + response = await CommonUtils.listObjects(bucket, prefix, params); + + response.Contents + .forEach((x) => { + if (/\.jpg$/.test(x.Key) === false) { + return; + } + // extract the frame index + const bname = PATH.parse(x.Key).base; + const matched = bname.match(/frame\.([0-9]+)\.jpg/); + if (matched) { + const frameIdx = Number(matched[1]); + const [ + frameNo, + timestamp, + ] = FrameCaptureModeHelper.computeFrameNumAndTimestamp( + frameIdx, + fps, + captureFPS + ); + + data.push({ + name: bname, + frameNo, + timestamp, + }); + } + }); + } while ((response || {}).NextContinuationToken); + + data.sort((a, b) => + a.frameNo - b.frameNo); + + await CommonUtils.uploadFile( + bucket, + prefix, + name, + data + ); + + return data; + } + + async createWorkerThread( + idx, + threads, + data, + frameHashes + ) { + const remaining = this.stateData.getRemainingTime(); + const bufferTime = 60 * 1000; + const curTime = Date.now(); + const deadline = curTime + (remaining - bufferTime); + + return new Promise((resolve, reject) => { + console.log(`WorkerThread #${idx}`); + + const parsed = PATH.parse(__filename); + const file = PATH.join(parsed.dir, WORKER_JS); + + const worker = new Worker(file, { + env: SHARE_ENV, + workerData: { + ...data, + startIdx: idx, + step: threads, + deadline, + }, + }); + + worker.on('message', (message) => { + // update frameHashes + if (message.idx !== undefined && message.hash !== undefined) { + frameHashes[message.idx].hash = message.hash; + frameHashes[message.idx].laplacian = message.laplacian; + /* + console.log( + 'worker.on.message', + 'tid:', + idx, + JSON.stringify(message) + ); + */ + } else if (message.error) { + console.error( + 'ERR:', + 'tid:', + idx, + message.error + ); + } + }); + + worker.on('error', (e) => { + console.log(`[ERR]: WorkerThread #${idx}: ${e.code} ${e.message}`); + reject(e); + }); + + worker.on('exit', (code) => { + if (code !== 0) { + console.log(`[ERR]: WorkerThread #${idx}: exitCode: ${code}`); + reject(new Error(`exitCode ${code}`)); + return; + } + console.log(`WorkerThread #${idx} [RETURNED]`); + resolve(); + }); + }); + } + + async spawnWorkerThreads( + params, + frameHashes + ) { + const cpus = OS.cpus(); + const num = cpus.length; + + const workerResponses = await Promise.all(cpus + .map((_, idx) => + this.createWorkerThread( + idx, + num, + params, + frameHashes + ))); + + return workerResponses; + } + + async computeImageProps(bucket, prefix, frameHashes) { + const filtered = frameHashes + .filter((x) => + x.hash === undefined); + + for (let i = 0; i < filtered.length; i += 1) { + const item = filtered[i]; + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const key = PATH.join(prefix, item.name); + + let hash = 'undefined'; + let laplacian = 0; + + const image = await HashHelper.loadImage(bucket, key) + .catch((e) => { + console.error( + 'ERR:', + 'HashHelper.loadImage:', + e.message + ); + return undefined; + }); + + if (image) { + [ + hash, + laplacian, + ] = await Promise.all([ + HashHelper.computeHash(image), + HashHelper.computeLaplacianVariance(image), + ]); + } + + item.hash = hash; + item.laplacian = laplacian; + + if (this.stateData.quitNow()) { + break; + } + } + } + + async process() { + const input = this.stateData.input; + const data = this.stateData.data; + const bucket = input.destination.bucket; + const prefix = PATH.join(data.transcode.output, FRAMECAPTURE_OUTPUT_GROUP, '/'); + const name = FRAME_HASH_JSON; + + const frameHashes = await this.downloadFrameHashOutput(bucket, prefix, name); + + let unprocessed = frameHashes + .reduce((a0, c0) => { + if (c0.hash === undefined) { + return a0 + 1; + } + return a0; + }, 0); + + if (unprocessed === 0) { + this.stateData.setCompleted(); + return this.stateData; + } + + if (unprocessed > 100) { + const params = { + bucket, + prefix, + name, + }; + + await this.spawnWorkerThreads( + params, + frameHashes + ); + } else { + await this.computeImageProps(bucket, prefix, frameHashes); + } + + // update new hash results to S3 + await CommonUtils.uploadFile( + bucket, + prefix, + name, + frameHashes + ); + this.stateData.data.transcode.frameHash = PATH.join(prefix, name); + + unprocessed = frameHashes + .reduce((a0, c0) => { + if (c0.hash === undefined) { + return a0 + 1; + } + return a0; + }, 0); + + if (unprocessed > 0) { + let percentage = (frameHashes.length - unprocessed) / frameHashes.length; + percentage = Math.round(percentage * 100); + this.stateData.setProgress(percentage); + } else { + this.stateData.setCompleted(); + } + + return this.stateData; + } +} + +module.exports = StateComputePerceptualHash; diff --git a/source/main/ingest/video/states/compute-perceptual-hash/worker.js b/source/main/ingest/video/states/compute-perceptual-hash/worker.js new file mode 100644 index 0000000..1683aaa --- /dev/null +++ b/source/main/ingest/video/states/compute-perceptual-hash/worker.js @@ -0,0 +1,99 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 +const PATH = require('path'); +const { + workerData, + parentPort, +} = require('worker_threads'); +const { + CommonUtils, +} = require('core-lib'); +const HashHelper = require('./hashHelper'); + +async function computeImageProps(data, frameHashes) { + const bucket = data.bucket; + const prefix = data.prefix; + + const size = frameHashes.length; + + for (let i = data.startIdx; i < size; i += data.step) { + const frame = frameHashes[i]; + + if (frame.hash !== undefined) { + continue; + } + + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const key = PATH.join(prefix, frame.name); + const image = await HashHelper.loadImage(bucket, key) + .catch((e) => { + console.error( + 'ERR:', + 'HashHelper.loadImage:', + frame.name, + e.message + ); + return undefined; + }); + + let hash = 'undefined'; + let laplacian = 0; + + if (image) { + [ + hash, + laplacian, + ] = await Promise.all([ + HashHelper.computeHash(image), + HashHelper.computeLaplacianVariance(image), + ]); + } + + // post message to parent + parentPort.postMessage({ + idx: i, + hash, + laplacian, + }); + + // quit if lambda approaching timeout + if ((data.deadline - Date.now()) < 500) { + break; + } + } +} + +(async () => { + try { + console.log('workerData', JSON.stringify(workerData, null, 2)); + + const missing = ['bucket', 'prefix', 'name', 'startIdx', 'step', 'deadline'] + .filter((x) => + workerData[x] === undefined); + + if (missing.length) { + throw new Error(`missing workerData (${missing.join(', ')})`); + } + + const bucket = workerData.bucket; + const prefix = workerData.prefix; + const name = workerData.name; + const key = PATH.join(prefix, name); + + const frameHashes = await CommonUtils.download(bucket, key) + .then((res) => + JSON.parse(res)) + .catch(() => + ([])); + + await computeImageProps(workerData, frameHashes); + } catch (e) { + console.error(e); + console.log('workerData', JSON.stringify(workerData, null, 2)); + parentPort.postMessage({ + ...workerData, + error: e.message, + }); + } +})(); diff --git a/source/main/ingest/video/states/run-mediainfo/index.js b/source/main/ingest/video/states/run-mediainfo/index.js index 937a9f6..921b31a 100644 --- a/source/main/ingest/video/states/run-mediainfo/index.js +++ b/source/main/ingest/video/states/run-mediainfo/index.js @@ -74,13 +74,25 @@ class StateRunMediaInfo { async uploadMediainfoFiles(dest, json, xml) { const bucket = dest.bucket; + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal const prefix = PATH.join(dest.prefix, CATEGORY); return Promise.all([ CommonUtils.uploadFile(bucket, prefix, JSON_OUTPUT, json) - .then(() => PATH.join(prefix, JSON_OUTPUT)) + .then(() => { + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const output = PATH.join(prefix, JSON_OUTPUT); + return output; + }) .catch(e => console.error(e)), CommonUtils.uploadFile(bucket, prefix, XML_OUTPUT, xml) - .then(() => PATH.join(prefix, XML_OUTPUT)) + .then(() => { + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const output = PATH.join(prefix, XML_OUTPUT); + return output; + }) .catch(e => console.error(e)), ]); } diff --git a/source/main/ingest/video/states/start-transcode/index.js b/source/main/ingest/video/states/start-transcode/index.js index 7090a81..816a741 100644 --- a/source/main/ingest/video/states/start-transcode/index.js +++ b/source/main/ingest/video/states/start-transcode/index.js @@ -59,6 +59,10 @@ class StateStartTranscode { return this.stateData.input; } + get remixChannels() { + return this.input.remixChannels || true; + } + async process() { const src = this.stateData.input || {}; let missing = [ @@ -139,6 +143,11 @@ class StateStartTranscode { ogs.push(frameCaptureGroup); } + // apply input cropping filter if present + const filters = (this.stateData.input.aiOptions || {}).filters; + const video = (this.stateData.data.mediainfo.video || [])[0]; + const inputCrop = _useInputCropFilter(filters, video); + const template = { Role: Environment.DataAccess.RoleArn, Settings: { @@ -158,6 +167,7 @@ class StateStartTranscode { DenoiseFilter: 'DISABLED', TimecodeSource: 'ZEROBASED', FileInput: `s3://${src.bucket}/${src.key}`, + ...inputCrop, }, ], }, @@ -169,6 +179,7 @@ class StateStartTranscode { Queue: await this.useQueue(), BillingTagsSource: 'JOB', }; + /* sanitize JSON data */ return JSON.parse(JSON.stringify(template)); } @@ -208,15 +219,15 @@ class StateStartTranscode { return [audio[0].iD]; } /* #3: multiple audio tracks and contain stereo track */ - for (let track of audio) { - if (this.getChannels(track) >= 2) { - return [track.iD]; + for (let i = 0; i < audio.length; i++) { + if (this.getChannels(audio[i]) >= 2) { + return [audio[i].iD]; } } /* #4: multiple audio tracks and contain Dolby E track */ - for (let track of audio) { - if (track.format === 'Dolby E') { - return [track.iD]; + for (let i = 0; i < audio.length; i++) { + if (audio[i].format === 'Dolby E') { + return [audio[i].iD]; } } /* #5: multiple PCM mono audio tracks, take the first 2 mono tracks */ @@ -231,6 +242,9 @@ class StateStartTranscode { const audio = this.stateData.data.mediainfo.audio || []; const name = 'Audio Selector 1'; const tracks = this.parseTracks(audio); + + const remixSettings = this.makeRemixSettings(tracks); + return (!tracks.length) ? undefined : { @@ -241,6 +255,7 @@ class StateStartTranscode { DefaultSelection: 'DEFAULT', SelectorType: 'TRACK', Tracks: tracks, + ...remixSettings, }, }, }; @@ -265,19 +280,28 @@ class StateStartTranscode { return [reordered[0].trackIdx]; } /* #3: multiple audio tracks and contain stereo track */ - for (let track of reordered) { - if (this.getChannels(track) >= 2) { - return [track.trackIdx]; + for (let i = 0; i < reordered.length; i++) { + if (this.getChannels(reordered[i]) >= 2) { + return [reordered[i].trackIdx]; } } /* #4: multiple audio tracks and contain Dolby E track */ - for (let track of reordered) { - if (track.format === 'Dolby E') { - return [track.trackIdx]; + for (let i = 0; i < reordered.length; i++) { + if (reordered[i].format === 'Dolby E') { + return [reordered[i].trackIdx]; } } - /* #5: multiple PCM mono audio tracks, take the first 2 mono tracks */ - const pcms = reordered.filter(x => this.getChannels(x) === 1); + + const pcms = reordered.filter((x) => + this.getChannels(x) === 1); + + /* #5: remix all PCM mono audio tracks */ + if (this.remixChannels) { + return pcms.map((x) => + x.trackIdx); + } + + /* #6: multiple PCM mono audio tracks, take the first 2 mono tracks */ return pcms.slice(0, 2).map(x => x.trackIdx); } @@ -312,9 +336,9 @@ class StateStartTranscode { width, height, ] = this.downscaleOutput(); - for (let output of outputs) { - output.VideoDescription.Width = width; - output.VideoDescription.Height = height; + for (let i = 0; i < outputs.length; i++) { + outputs[i].VideoDescription.Width = width; + outputs[i].VideoDescription.Height = height; } } /* make sure each output has at least one output stream */ @@ -324,6 +348,8 @@ class StateStartTranscode { } makeOutputPrefix(prefix, keyword = '') { + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal return PATH.join(prefix, CATEGORY, keyword, '/'); } @@ -331,9 +357,16 @@ class StateStartTranscode { const dest = this.stateData.input.destination; const bucket = dest.bucket; const json = `${ogName}.json`; + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal const key = PATH.join(CUSTOM_TEMPLATE_S3_PREFIX, json); - const tmpl = await CommonUtils.download(bucket, key).catch(() => - FS.readFileSync(PATH.join(__dirname, 'tmpl', json))); + const tmpl = await CommonUtils.download(bucket, key) + .catch(() => { + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const file = PATH.join(__dirname, 'tmpl', json); + return FS.readFileSync(file); + }); return JSON.parse(tmpl); } @@ -422,6 +455,101 @@ class StateStartTranscode { codecSettings.FrameCaptureSettings.FramerateDenominator = denominator; return outputGroup; } + + makeRemixSettings(tracks) { + if (!this.remixChannels || tracks.length < 2) { + return undefined; + } + + const inputChannelsL = new Array(tracks.length).fill(-60) + .map((x, idx) => + (0 - (idx % 2) * 60)); + const inputChannelsR = new Array(tracks.length).fill(-60) + .map((x, idx) => + (0 - (1 - (idx % 2)) * 60)); + + return { + RemixSettings: { + ChannelMapping: { + OutputChannels: [ + { + InputChannelsFineTune: inputChannelsL, + }, + { + InputChannelsFineTune: inputChannelsR, + }, + ], + }, + ChannelsIn: tracks.length, + ChannelsOut: 2, + }, + }; + } +} + +function _useInputCropFilter(filters, videoInfo) { + try { + if ( + ((filters || {})[CATEGORY] === undefined) || + (videoInfo === undefined) + ) { + return undefined; + } + + const srcW = Number(videoInfo.width); + const srcH = Number(videoInfo.height); + + if (Number.isNaN(srcW) || Number.isNaN(srcH)) { + throw new Error('invalid srcW or srcH value'); + } + + let { + cropX = 0, + cropY = 0, + keepAR, + } = filters[CATEGORY]; + + keepAR = (keepAR !== false); + + cropX = Number(cropX); + cropY = Number(cropY); + + if ( + (Number.isNaN(cropX) || Number.isNaN(cropY)) || + ((cropX + cropY) === 0) + ) { + throw new Error('invalid cropX or cropY value'); + } + + // rounding to multiplier of 2 + cropX = Math.round(cropX / 2) * 2; + cropY = Math.round(cropY / 2) * 2; + + let destW = srcW - (cropX * 2); + let destH = srcH - (cropY * 2); + + if (keepAR) { + const scale = Math.min((destW / srcW), (destH / srcH)); + + destW = Math.round((srcW * scale) / 4) * 4; + destH = Math.round((srcH * scale) / 4) * 4; + cropX = Math.round((srcW - destW) / 2); + cropY = Math.round((srcH - destH) / 2); + } + + const inputCropping = { + Crop: { + X: cropX, + Y: cropY, + Width: destW, + Height: destH, + }, + }; + + return inputCropping; + } catch (e) { + return undefined; + } } module.exports = StateStartTranscode; diff --git a/source/main/ingest/video/states/start-transcode/tmpl/aiml.json b/source/main/ingest/video/states/start-transcode/tmpl/aiml.json index 0e285ff..7396a4a 100644 --- a/source/main/ingest/video/states/start-transcode/tmpl/aiml.json +++ b/source/main/ingest/video/states/start-transcode/tmpl/aiml.json @@ -106,6 +106,12 @@ { "AudioTypeControl": "FOLLOW_INPUT", "AudioSourceName": "##PLACEHOLDER", + "AudioNormalizationSettings": { + "Algorithm": "ITU_BS_1770_2", + "AlgorithmControl": "MEASURE_ONLY", + "LoudnessLogging": "LOG", + "PeakCalculation": "TRUE_PEAK" + }, "CodecSettings": { "Codec": "AAC", "AacSettings": { diff --git a/source/main/removal/index.js b/source/main/removal/index.js new file mode 100644 index 0000000..1e5e31c --- /dev/null +++ b/source/main/removal/index.js @@ -0,0 +1,45 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + M2CException, +} = require('core-lib'); +const StateAssetRemoval = require('./states/asset-removal'); + +const REQUIRED_ENVS = [ + 'ENV_EXPECTED_BUCKET_OWNER', + 'ENV_CUSTOM_USER_AGENT', + 'ENV_SOLUTION_ID', + 'ENV_RESOURCE_PREFIX', + 'ENV_PROXY_BUCKET', + 'ENV_ES_DOMAIN_ENDPOINT', + 'ENV_USE_OPENSEARCH_SERVERLESS', +]; + +exports.handler = async (event, context) => { + try { + console.log( + 'event =', + JSON.stringify(event, null, 2), + '\ncontext =', + JSON.stringify(context, null, 2) + ); + + const missing = REQUIRED_ENVS + .filter((x) => + process.env[x] === undefined); + + if (missing.length) { + throw new M2CException(`missing enviroment variables, ${missing.join(', ')}`); + } + + const instance = new StateAssetRemoval(event, context); + + const response = await instance.process(); + + return response; + } catch (e) { + console.error(e); + throw e; + } +}; diff --git a/source/main/removal/package-lock.json b/source/main/removal/package-lock.json new file mode 100644 index 0000000..2673a25 --- /dev/null +++ b/source/main/removal/package-lock.json @@ -0,0 +1,41 @@ +{ + "name": "asset-removal", + "version": "3.0.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "asset-removal", + "version": "3.0.0", + "devDependencies": { + "core-lib": "file:../../layers/core-lib" + } + }, + "../../layers/core-lib": { + "version": "4.0.0", + "dev": true, + "dependencies": { + "@npcz/magic": "^1.3.16", + "adm-zip": "^0.5.12", + "csv-parser": "^3.0.0", + "mime": "^3.0.0", + "node-webvtt": "^1.9.4", + "regression": "^2.0.1", + "tar-stream": "^3.1.7" + }, + "devDependencies": { + "@aws-sdk/client-dynamodb": "^3.540.0", + "@aws-sdk/client-iot-data-plane": "^3.540.0", + "@aws-sdk/client-s3": "^3.540.0", + "@aws-sdk/client-sns": "^3.540.0", + "@aws-sdk/s3-request-presigner": "^3.540.0", + "aws-sdk-client-mock": "^3.1.0", + "node-stringbuilder": "2.2.6" + } + }, + "node_modules/core-lib": { + "resolved": "../../layers/core-lib", + "link": true + } + } +} diff --git a/source/main/removal/package.json b/source/main/removal/package.json new file mode 100644 index 0000000..74f3e9e --- /dev/null +++ b/source/main/removal/package.json @@ -0,0 +1,20 @@ +{ + "name": "asset-removal", + "version": "3.0.0", + "description": "Asset Removal state machine lambda to remove records, metadata, and proxies generated by Media2Cloud", + "main": "index.js", + "private": true, + "scripts": { + "pretest": "npm install", + "test": "jest --coverage --coverageDirectory=../../../coverage", + "build:clean": "rm -rf dist && mkdir -p dist", + "build:copy": "cp -rv index.js package.json states dist/", + "build:install": "cd dist && npm install --omit=dev", + "build": "npm-run-all -s build:clean build:copy build:install", + "zip": "cd dist && zip -rq" + }, + "author": "aws-mediaent-solutions", + "devDependencies": { + "core-lib": "file:../../layers/core-lib" + } +} diff --git a/source/main/removal/stateMachineDefinition.json b/source/main/removal/stateMachineDefinition.json new file mode 100644 index 0000000..d903a8e --- /dev/null +++ b/source/main/removal/stateMachineDefinition.json @@ -0,0 +1,21 @@ +{ + "Comment": "Asset Removal state machine to clean up metadata and proxies generated by Media2Cloud", + "StartAt": "Remove records and metadata", + "States": { + "Remove records and metadata": { + "Type": "Task", + "Resource": "${AssetRemovalLambda.Arn}", + "End": true, + "Retry": [ + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.2 + } + ] + } + } +} \ No newline at end of file diff --git a/source/main/removal/states/asset-removal/index.js b/source/main/removal/states/asset-removal/index.js new file mode 100644 index 0000000..f1d3ce0 --- /dev/null +++ b/source/main/removal/states/asset-removal/index.js @@ -0,0 +1,194 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const PATH = require('path'); +const { + Environment: { + Proxy: { + Bucket, + }, + DynamoDB: { + Ingest, + AIML, + }, + }, + DB, + Indexer, + CommonUtils, + StateData, +} = require('core-lib'); + +const INDEX_CONTENT = Indexer.getContentIndex(); +const WITHIN_X_MINS = 5 * 60 * 1000; +const MEDIA_TYPES = [ + 'video', + 'audio', + 'document', + 'image', +]; + +class StateAssetRemoval { + constructor(event, context) { + this.$event = event; + this.$context = context; + } + + get event() { + return this.$event; + } + + get context() { + return this.$context; + } + + get uuid() { + return ((this.event || {}).input || {}).uuid; + } + + async deleteRecordsFromDDB(uuid) { + const promises = []; + + // delete from ingest table + const dbIngest = new DB({ + Table: Ingest.Table, + PartitionKey: Ingest.PartitionKey, + }); + + promises.push(dbIngest.purge(uuid) + .catch((e) => { + console.error( + 'ERR:', + 'StateAssetRemoval.deleteRecordsFromDDB:', + 'dbIngest.purge:', + e.name, + e.message, + uuid + ); + return undefined; + })); + + // delete from analysis table + const dbAnalysis = new DB({ + Table: AIML.Table, + PartitionKey: AIML.PartitionKey, + SortKey: AIML.SortKey, + }); + + MEDIA_TYPES + .forEach((type) => { + promises.push(dbAnalysis.purge(uuid, type) + .catch((e) => { + console.error( + 'ERR:', + 'StateAssetRemoval.deleteRecordsFromDDB:', + 'dbAnalysis.purge:', + e.name, + e.message, + uuid, + type + ); + return undefined; + })); + }); + + return Promise.all(promises); + } + + async deleteFromS3(uuid) { + const bucket = Bucket; + // eslint-disable-next-line + // nosemgrep: javascript.lang.security.audit.path-traversal.path-join-resolve-traversal.path-join-resolve-traversal + const prefix = PATH.join(uuid, '/'); + const tnow = Date.now(); + + let fileDeleted = 0; + let response; + + do { + const params = { + ContinuationToken: (response || {}).NextContinuationToken, + MaxKeys: 300, + }; + + response = await CommonUtils.listObjects(bucket, prefix, params) + .catch((e) => { + console.error( + 'ERR:', + 'StateAssetRemoval.deleteFromS3:', + 'CommonUtils.listObjects:', + e.name, + e.message, + prefix + ); + return undefined; + }); + + if (response && response.Contents) { + const contents = response.Contents + .filter((x) => { + /* if LastModified less than X mins, don't delete the object */ + const lastModified = new Date(x.LastModified).getTime(); + if (Math.abs(tnow - lastModified) <= WITHIN_X_MINS) { + return false; + } + return true; + }); + + await Promise.all(contents + .map((x) => + CommonUtils.deleteObject(bucket, x.Key) + .then(() => + fileDeleted += 1) + .catch((e) => { + console.error( + 'ERR:', + 'StateAssetRemoval.deleteFromS3:', + 'CommonUtils.deleteObject:', + e.name, + e.message, + x.Key + ); + return undefined; + }))); + } + } while ((response || {}).NextContinuationToken); + + return fileDeleted; + } + + async deleteDocumentFromOpenSearch(uuid) { + const indexer = new Indexer(); + + return indexer.deleteDocument( + INDEX_CONTENT, + uuid + ).catch((e) => { + console.log( + 'ERR:', + 'indexer.deleteDocument:', + INDEX_CONTENT, + uuid, + JSON.stringify(e.body) + ); + return undefined; + }); + } + + async process() { + const promises = []; + const uuid = this.uuid; + + promises.push(this.deleteFromS3(uuid)); + promises.push(this.deleteRecordsFromDDB(uuid)); + promises.push(this.deleteDocumentFromOpenSearch(uuid)); + + await Promise.all(promises); + + return { + uuid, + status: StateData.Statuses.Removed, + }; + } +} + +module.exports = StateAssetRemoval; diff --git a/source/main/stateMachineDefinition.json b/source/main/stateMachineDefinition.json index d96376f..2e00e1e 100644 --- a/source/main/stateMachineDefinition.json +++ b/source/main/stateMachineDefinition.json @@ -4,26 +4,26 @@ "States": { "Start ingest state machine": { "Type": "Task", - "Resource": "arn:aws:states:::states:startExecution.sync", + "Resource": "arn:aws:states:::states:startExecution.sync:2", "Parameters": { "Input": { "input.$": "$.input" }, - "StateMachineArn": "${IngestStateMachine}" + "StateMachineArn": "${IngestMainStateMachine}" }, "ResultSelector": { - "ingestOutput.$": "States.StringToJson($.Input)" + "ingestOutput.$": "$.Input" }, "Next": "Start analysis state machine" }, "Start analysis state machine": { "Type": "Task", - "Resource": "arn:aws:states:::states:startExecution.sync", + "Resource": "arn:aws:states:::states:startExecution.sync:2", "Parameters": { "Input": { "input.$": "$.ingestOutput.input" }, - "StateMachineArn": "${AnalysisStateMachine}" + "StateMachineArn": "${AnalysisMainStateMachine}" }, "End": true } diff --git a/source/main/tests/app.spec.js b/source/main/tests/app.spec.js deleted file mode 100644 index 8239cbc..0000000 --- a/source/main/tests/app.spec.js +++ /dev/null @@ -1,46 +0,0 @@ -/********************************************************************************************************************* - * Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. * - * * - * Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance * - * with the License. A copy of the License is located at * - * * - * http://www.apache.org/licenses/LICENSE-2.0 * - * * - * or in the 'license' file accompanying this file. This file is distributed on an 'AS IS' BASIS, WITHOUT WARRANTIES * - * OR CONDITIONS OF ANY KIND, express or implied. See the License for the specific language governing permissions * - * and limitations under the License. * - *********************************************************************************************************************/ -// import SolutionManifest from '../solution-manifest.js'; -jest.mock( - '/solution-manifest.js', - () => ({ - Version: 'test', - LastUpdated: 'test' - }), - { virtual: true } - ); - -// import app from '../src/lib/js/app.js' -import AppUtils from '../../webapp/src/lib/js/app/shared/appUtils.js'; -import LocalStoreDB from '../../webapp/src/lib/js/app/shared/localCache/localStoreDB.js'; -import MainView from '../../webapp/src/lib/js/app/mainView.js'; -import SignInFlow from '../../webapp/src/lib/js/app/signInFlow.js'; - -test('example of how to mock an ES6 module', () => { - AppUtils(); - -}); - -describe - -/** - * Tests -// */ -describe('#API_Operations::', () => { - - decribe('should return "responseData" when create GET request is successful', async () => { - const response = await recommendCategorySlideComponent.createSimilaritySearchForm(); - expect(response.Id).to.equal(''); - }); - -}); \ No newline at end of file diff --git a/source/main/tests/setup.js b/source/main/tests/setup.js deleted file mode 100644 index 29b9c19..0000000 --- a/source/main/tests/setup.js +++ /dev/null @@ -1 +0,0 @@ -Object.defineProperty(window, 'yourVar', { value: 'yourValue' }); \ No newline at end of file diff --git a/source/main/tests/solution-manifest.js b/source/main/tests/solution-manifest.js deleted file mode 100644 index 9c30dc0..0000000 --- a/source/main/tests/solution-manifest.js +++ /dev/null @@ -1,135 +0,0 @@ -const SolutionManifest = { - "S3": { - "UseAccelerateEndpoint": true, - "ExpectedBucketOwner": "111111111111" - }, - "IotHost": "a2ys8h4dnleiq4-ats.iot.us-west-2.amazonaws.com", - "StateMachines": { - "Ingest": "so0050-0a709c9ee415-ingest-main", - "Analysis": "so0050-0a709c9ee415-analysis-main", - "Main": "so0050-0a709c9ee415-main" - }, - "ApiEndpoint": "https://test.execute-api.us-west-2.amazonaws.com/demo", - "IotTopic": "so0050-0a709c9ee415/status", - "Proxy": { - "Bucket": "so0050-0a709c9ee415-111111111111-us-west-2-proxy" - }, - "Ingest": { - "Bucket": "so0050-0a709c9ee415-111111111111-us-west-2-ingest" - }, - "SolutionId": "SO0050", - "Version": "v3.0.0", - "Region": "us-west-2", - "Cognito": { - "UserPoolId": "us-west-2_KXaPys2Gu", - "ClientId": "3smf5n7m04jl5sotsp1mtpud39", - "IdentityPoolId": "us-west-2:b081e92e-a6d4-422d-b456-6594572bed6e", - "RedirectUri": "https://d3tte2vdm23ihw.cloudfront.net" - }, - "LastUpdated": "2022-12-02T07:42:53.379Z", - "CustomUserAgent": "", - "StackName": "so0050-0a709c9ee415", - "AIML": { - "celeb": true, - "face": false, - "facematch": false, - "label": true, - "moderation": false, - "person": false, - "text": false, - "segment": true, - "customlabel": false, - "minConfidence": 80, - "customLabelModels": [], - "frameCaptureMode": 0, - "textROI": [ - false, - false, - false, - false, - false, - false, - false, - false, - false - ], - "framebased": false, - "transcribe": true, - "keyphrase": true, - "entity": true, - "sentiment": false, - "customentity": false, - "textract": true - }, - "ApiOps": { - "Assets": "assets", - "Analysis": "analysis", - "Search": "search", - "Execution": "execution", - "AttachPolicy": "attach-policy", - "FaceCollections": "rekognition/face-collections", - "FaceCollection": "rekognition/face-collection", - "Faces": "rekognition/faces", - "Face": "rekognition/face", - "CustomLabelModels": "rekognition/custom-label-models", - "CustomVocabularies": "transcribe/custom-vocabularies", - "CustomLanguageModels": "transcribe/custom-language-models", - "CustomEntityRecognizers": "comprehend/custom-entity-recognizers", - "Stats": "stats" - }, - "Statuses": { - "Processing": "PROCESSING", - "Completed": "COMPLETED", - "Error": "ERROR", - "None": "NONE", - "NotStarted": "NOT_STARTED", - "Started": "STARTED", - "InProgress": "IN_PROGRESS", - "NoData": "NO_DATA", - "Removed": "REMOVED", - "IngestStarted": "INGEST_STARTED", - "IngestCompleted": "INGEST_COMPLETED", - "IngestError": "INGEST_ERROR", - "AnalysisStarted": "ANALYSIS_STARTED", - "AnalysisCompleted": "ANALYSIS_COMPLETED", - "AnalysisError": "ANALYSIS_ERROR" - }, - "FrameCaptureMode": { - "MODE_NONE": 0, - "MODE_1FPS": 1, - "MODE_2FPS": 2, - "MODE_3FPS": 3, - "MODE_4FPS": 4, - "MODE_5FPS": 5, - "MODE_10FPS": 10, - "MODE_12FPS": 12, - "MODE_15FPS": 15, - "MODE_ALL": 1000, - "MODE_HALF_FPS": 1001, - "MODE_1F_EVERY_2S": 1002, - "MODE_1F_EVERY_5S": 1003 - }, - "AnalysisTypes": { - "Rekognition": { - "Celeb": "celeb", - "Face": "face", - "FaceMatch": "facematch", - "Label": "label", - "Moderation": "moderation", - "Person": "person", - "Text": "text", - "Segment": "segment", - "CustomLabel": "customlabel" - }, - "Transcribe": "transcribe", - "Comprehend": { - "Keyphrase": "keyphrase", - "Entity": "entity", - "Sentiment": "sentiment", - "CustomEntity": "customentity" - }, - "Textract": "textract" - } - }; - - export default SolutionManifest; \ No newline at end of file diff --git a/source/shoppable/api/index.js b/source/shoppable/api/index.js new file mode 100644 index 0000000..997d409 --- /dev/null +++ b/source/shoppable/api/index.js @@ -0,0 +1,37 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + MethodNotAllowedException, +} = require('./lib/shared/exceptions'); +const ShoppableOp = require('./lib/shoppableOp'); + +exports.handler = async (event, context) => { + console.log(`event = ${JSON.stringify(event, null, 2)}; context = ${JSON.stringify(context, null, 2)};`); + let processor; + try { + const op = (event.queryStringParameters || {}).op; + if (ShoppableOp.opSupported(op)) { + processor = new ShoppableOp(event, context); + } + + if (processor) { + if (event.httpMethod === 'OPTIONS') { + return processor.onOPTIONS(); + } + if (event.httpMethod === 'GET') { + return processor.onGET(); + } + if (event.httpMethod === 'POST') { + return processor.onPOST(); + } + } + throw new MethodNotAllowedException(); + } catch (e) { + if (processor) { + return processor.onError(e); + } + console.log('CRITICAL', 'Exception not handled', e.errorCode || e.code, e.message); + throw e; + } +}; diff --git a/source/shoppable/api/lib/shared/baseOp.js b/source/shoppable/api/lib/shared/baseOp.js new file mode 100644 index 0000000..b12947c --- /dev/null +++ b/source/shoppable/api/lib/shared/baseOp.js @@ -0,0 +1,138 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + SecretsManagerClient, + GetSecretValueCommand, +} = require('@aws-sdk/client-secrets-manager'); +const { + MethodNotAllowedException, +} = require('./exceptions'); + +const ECOMMERCE_CONFIG_SECRETS = process.env.ENV_ECOMMERCE_CONFIG_SECRETS; + +const ALLOW_METHODS = [ + 'GET', + 'OPTIONS', +]; + +const ALLOW_HEADERS = [ + 'Authorization', + 'Host', + 'Content-Type', + 'X-Amz-Date', + 'X-Api-Key', + 'X-Amz-Security-Token', + 'x-amz-content-sha256', + 'x-amz-user-agent', + 'x-api-key', +]; + +class BaseOp { + constructor(request, context) { + this.$request = request; + this.$context = context; + const qs = request.queryStringParameters || {}; + this.$queryString = Object.keys(qs).reduce((a0, c0) => ({ + ...a0, + [c0]: decodeURIComponent(qs[c0]), + }), {}); + } + + static opSupported(op) { + return false; + } + + get request() { + return this.$request; + } + + get context() { + return this.$context; + } + + get queryString() { + return this.$queryString; + } + + getCORS(data) { + const headers = this.request.headers; + return { + 'Content-Type': (typeof data === 'string') + ? 'text/plain' + : 'application/json', + 'Access-Control-Allow-Methods': ALLOW_METHODS.join(', '), + 'Access-Control-Allow-Headers': ALLOW_HEADERS.join(', '), + 'Access-Control-Allow-Origin': headers.Origin + || headers.origin + || headers['X-Forwarded-For'] + || '*', + 'Access-Control-Allow-Credentials': 'true', + }; + } + + async onOPTIONS() { + return { + statusCode: 200, + headers: this.getCORS(), + }; + } + + async onGET(response) { + return this.onSucceed(response); + } + + async onPOST(response) { + throw new MethodNotAllowedException(); + } + + async onDELETE(response) { + throw new MethodNotAllowedException(); + } + + onSucceed(payload) { + return { + statusCode: 200, + headers: this.getCORS(payload), + body: (typeof payload === 'string') + ? payload + : JSON.stringify(payload), + }; + } + + onError(e) { + return { + statusCode: 200, + headers: this.getCORS(), + body: JSON.stringify({ + errorCode: e.errorCode || 500, + errorMessage: e.message, + }), + }; + } + + async getConfig() { + const manager = new SecretsManagerClient(); + + const params = { + SecretId: ECOMMERCE_CONFIG_SECRETS, + }; + const command = new GetSecretValueCommand(params); + + return manager.send(command) + .then((res) => + JSON.parse(res.SecretString)); + } + + async invokeApi(url, options) { + let response = await fetch(url, options) + .then((res) => + res.text()); + + response = await response; + + return JSON.parse(response); + } +} + +module.exports = BaseOp; diff --git a/source/shoppable/api/lib/shared/exceptions.js b/source/shoppable/api/lib/shared/exceptions.js new file mode 100644 index 0000000..fa51436 --- /dev/null +++ b/source/shoppable/api/lib/shared/exceptions.js @@ -0,0 +1,43 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + ServiceException, +} = require('@smithy/smithy-client'); + +/** + * @class MethodNotAllowedException + * @description Error code 403 + */ +class MethodNotAllowedException extends ServiceException { + constructor(message) { + super({ + message, + name: 'MethodNotAllowedException', + $metadata: { + httpStatusCode: 403, + }, + }); + } +} + +/** + * @class InternalServerErrorException + * @description Error code 500 + */ +class InternalServerErrorException extends ServiceException { + constructor(message) { + super({ + message, + name: 'InternalServerErrorException', + $metadata: { + httpStatusCode: 500, + }, + }); + } +} + +module.exports = { + MethodNotAllowedException, + InternalServerErrorException, +}; diff --git a/source/shoppable/api/lib/shoppableOp/index.js b/source/shoppable/api/lib/shoppableOp/index.js new file mode 100644 index 0000000..1c1f0a5 --- /dev/null +++ b/source/shoppable/api/lib/shoppableOp/index.js @@ -0,0 +1,227 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const BaseOp = require('../shared/baseOp'); +const { + InternalServerErrorException, +} = require('../shared/exceptions'); + +const OP_GETPRODUCTDETAILS = 'GetProductDetails'; +const OP_PREVIEWORDERS = 'PreviewOrders'; +const OP_CONFIRMORDERS = 'ConfirmOrders'; + +const ONE_DAY = 24 * 3600000; + +class ShoppableOp extends BaseOp { + static opSupported(op) { + return [ + OP_GETPRODUCTDETAILS, + OP_PREVIEWORDERS, + OP_CONFIRMORDERS, + ].includes(op); + } + + async onGET(data) { + let responseData; + try { + const qs = this.queryString; + + if (qs.op === OP_GETPRODUCTDETAILS) { + responseData = await this.getProductDetails(qs); + } else { + throw new Error('type not supported'); + } + + return this.onSucceed(responseData); + } catch (e) { + console.log(e); + throw new InternalServerErrorException(e.message); + } finally { + console.log('finally... closing driver...'); + } + } + + async onPOST(data) { + let responseData; + try { + const qs = this.queryString; + + let body = this.request.body; + if (body !== undefined) { + body = JSON.parse(body); + } else { + body = {}; + } + + if (qs.op === OP_PREVIEWORDERS) { + responseData = await this.postPreviewOrders(qs, body); + } else if (qs.op === OP_CONFIRMORDERS) { + responseData = await this.postConfirmOrders(qs, body); + } else { + throw new Error('type not supported'); + } + + return this.onSucceed(responseData); + } catch (e) { + console.log(e); + throw new InternalServerErrorException(e.message); + } finally { + console.log('finally... closing driver...'); + } + } + + async getProductDetails(qs) { + let asins = []; + if (qs.asins) { + asins = decodeURIComponent(qs.asins); + asins = asins.split(','); + } else if (qs.asin) { + asins = [ + decodeURIComponent(qs.asin), + ]; + } else { + throw new Error('missing parameter'); + } + + const { + url, + apikey, + ipAddress, + languageCode, + country, + // clientid, // oauth2 + // clientsecret, // oauth2 + } = await this.getConfig(); + + let promises = asins.map((asin) => { + const _url = `${url}/products/details/${asin}?marketplaceId=${country}`; + + const headers = new Headers(); + headers.append('x-amz-customer-ip-address', ipAddress); + headers.append('Accept-Language', languageCode); + headers.append('Authorization', `ApiKey ${apikey}`); + + const options = { + method: 'GET', + headers, + redirect: 'follow', + }; + + return this.invokeApi(_url, options); + }); + + promises = await Promise.all(promises); + + return promises; + } + + async postPreviewOrders(qs, body) { + // validate order request + if (body.items === undefined || body.items.length === 0) { + throw new Error('no item'); + } + + let chargeAmount = 0; + let currencyCode; + let purchaseId; + const orders = []; + for (let i = 0; i < body.items.length; i += 1) { + const item = body.items[i]; + if (item.asin === undefined) { + throw new Error('missing parameter'); + } + if (item.offerId === undefined) { + throw new Error('missing parameter'); + } + if (item.merchantId === undefined) { + throw new Error('missing parameter'); + } + if (item.quantity === undefined || item.quantity <= 0) { + throw new Error('incorrect quantity'); + } + + const details = await this.getProductDetails({ + asin: item.asin, + }).then((res) => + res[0]); + + if (details.availability.type === 'OUT_OF_STOCK') { + throw new Error('item out of stock'); + } + + let orderId = Buffer.from(details.title).toString('base64'); + orderId = orderId.toUpperCase().replace(/[^0-9A-Z]/, ''); + purchaseId = `amzn.aa.purchaseId.${orderId}`; + orderId = `amzn.aa.orderId.${orderId}`; + const order = { + id: orderId, + items: [ + { + title: details.title, + asin: item.asin, + quantity: item.quantity, + estimatedArrivalDate: Math.round((Date.now() + ONE_DAY) / 1000), + }, + ], + }; + orders.push(order); + chargeAmount += details.price.value * item.quantity; + currencyCode = details.price.currencyCode; + } + + const previewOrder = { + shippingAddress: { + recipient: 'Amazon.com', + street: '410 Terry Ave N', + city: 'SEATTLE', + zipCode: '98109', + }, + paymentMethods: [ + { + tail: '3690', + type: 'CARD', + }, + ], + purchaseId, + charges: [ + { + chargeType: 'PURCHASE_TOTAL', + chargeAmount: { + value: chargeAmount, + currencyCode, + }, + }, + ], + orders, + }; + + return previewOrder; + } + + async postConfirmOrders(qs, body = {}) { + let purchaseId = qs.purchaseId; + + if (purchaseId === undefined) { + throw new Error('missing parameter'); + } + + purchaseId = decodeURIComponent(purchaseId); + if (purchaseId.indexOf('amzn.aa.purchaseId.') !== 0) { + throw new Error('invalid parameter'); + } + + // simply return whatever is given + let confirmOrder = { + purchaseId, + }; + + if (body.shippingAddress && body.paymentMethods + && body.purchaseId && body.orders && body.charges) { + confirmOrder = body; + } + + return confirmOrder; + } +} + +module.exports = ShoppableOp; diff --git a/source/shoppable/api/package-lock.json b/source/shoppable/api/package-lock.json new file mode 100644 index 0000000..244a77b --- /dev/null +++ b/source/shoppable/api/package-lock.json @@ -0,0 +1,363 @@ +{ + "name": "shoppable-api", + "version": "0.1.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "shoppable-api", + "version": "0.1.0", + "devDependencies": { + "@smithy/smithy-client": "^2.1.18", + "core-lib": "file:../../layers/core-lib" + } + }, + "../../layers/core-lib": { + "version": "4.0.0", + "dev": true, + "dependencies": { + "@npcz/magic": "^1.3.16", + "adm-zip": "^0.5.12", + "csv-parser": "^3.0.0", + "mime": "^3.0.0", + "node-webvtt": "^1.9.4", + "regression": "^2.0.1", + "tar-stream": "^3.1.7" + }, + "devDependencies": { + "@aws-sdk/client-dynamodb": "^3.540.0", + "@aws-sdk/client-iot-data-plane": "^3.540.0", + "@aws-sdk/client-s3": "^3.540.0", + "@aws-sdk/client-sns": "^3.540.0", + "@aws-sdk/s3-request-presigner": "^3.540.0", + "aws-sdk-client-mock": "^3.1.0", + 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a/source/shoppable/step/definitions.json b/source/shoppable/step/definitions.json new file mode 100644 index 0000000..7f6fab0 --- /dev/null +++ b/source/shoppable/step/definitions.json @@ -0,0 +1,170 @@ +{ + "Comment": "Detect shoppable items returns embeddings of the products that can then be used to search similar items on OpenSearch to match the product Ids", + "StartAt": "Asset removed?", + "States": { + "Asset removed?": { + "Type": "Choice", + "Choices": [ + { + "And": [ + { + "Variable": "$.detail", + "IsPresent": true + }, + { + "Variable": "$.detail.stateMachineArn", + "IsPresent": true + }, + { + "Variable": "$.detail.stateMachineArn", + "StringMatches": "*${AssetRemoval}" + } + ], + "Next": "Delete record" + } + ], + "Default": "Prepare analysis" + }, + "Delete record": { + "Type": "Task", + "Resource": "${AnalysisShoppableLambda.Arn}", + "End": true, + "Retry": [ + { + "ErrorEquals": [ + "Lambda.TooManyRequestsException" + ], + "IntervalSeconds": 1, + "MaxAttempts": 6, + "BackoffRate": 1.5 + }, + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.1 + } + ] + }, + "Prepare analysis": { + "Type": "Task", + "Resource": "${AnalysisShoppableLambda.Arn}", + "Next": "Detect shoppable items", + "Catch": [ + { + "ErrorEquals": [ + "FeatureNotEnabledException" + ], + "Next": "Feature not enabled" + } + ], + "Retry": [ + { + "ErrorEquals": [ + "Lambda.TooManyRequestsException" + ], + "IntervalSeconds": 1, + "MaxAttempts": 6, + "BackoffRate": 1.5 + }, + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.1 + } + ] + }, + "Detect shoppable items": { + "Type": "Task", + "Resource": "${DetectShoppableItemsLambda.Arn}", + "InputPath": "$.data.shoppable", + "ResultPath": "$.data.shoppable", + "Next": "More items?", + "Retry": [ + { + "ErrorEquals": [ + "Lambda.ClientExecutionTimeoutException", + "Lambda.ServiceException", + "Lambda.AWSLambdaException", + "Lambda.SdkClientException" + ], + "IntervalSeconds": 6, + "MaxAttempts": 6, + "BackoffRate": 2 + }, + { + "ErrorEquals": [ + "Lambda.TooManyRequestsException" + ], + "IntervalSeconds": 1, + "MaxAttempts": 6, + "BackoffRate": 1.5 + }, + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.1 + } + ] + }, + "More items?": { + "Type": "Choice", + "Choices": [ + { + "And": [ + { + "Variable": "$.data.shoppable.names", + "IsPresent": true + }, + { + "Variable": "$.data.shoppable.names[0]", + "IsPresent": true + } + ], + "Next": "Detect shoppable items" + } + ], + "Default": "Run similarity search" + }, + "Run similarity search": { + "Type": "Task", + "Resource": "${AnalysisShoppableLambda.Arn}", + "End": true, + "Parameters": { + "operation": "StateSimilaritySearch", + "uuid.$": "$.uuid", + "input.$": "$.input", + "data.$": "$.data" + }, + "Retry": [ + { + "ErrorEquals": [ + "Lambda.TooManyRequestsException" + ], + "IntervalSeconds": 1, + "MaxAttempts": 6, + "BackoffRate": 1.5 + }, + { + "ErrorEquals": [ + "States.ALL" + ], + "IntervalSeconds": 1, + "MaxAttempts": 4, + "BackoffRate": 1.1 + } + ] + }, + "Feature not enabled": { + "Type": "Succeed" + } + } +} diff --git a/source/shoppable/step/index.js b/source/shoppable/step/index.js new file mode 100644 index 0000000..14b8718 --- /dev/null +++ b/source/shoppable/step/index.js @@ -0,0 +1,61 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + Environment: { + StateMachines: { + AssetRemoval, + }, + }, +} = require('core-lib'); +const StatePrepareAnalysis = require('./states/prepare-analysis'); +const StateSimilaritySearch = require('./states/similarity-search'); +const StateDeleteRecord = require('./states/delete-record'); + +function _parseEvent(event) { + if (event.detail === undefined) { + return event; + } + + // call from Amazon EventBridge, parse the output from dynamic frame segmentation state machine + const parsed = JSON.parse(event.detail.output); + + // default to the first state of the state machine + parsed.operation = 'StatePrepareAnalysis'; + + // check to see if event comes from Asset Removal State Machine + if (event.detail.stateMachineArn.includes(AssetRemoval)) { + parsed.operation = 'StateDeleteRecord'; + } + + return parsed; +} + +exports.handler = async (event, context) => { + console.log(`event = ${JSON.stringify(event, null, 2)};`); + console.log(`context = ${JSON.stringify(context, null, 2)};`); + + try { + const parsed = _parseEvent(event); + const op = parsed.operation; + + let instance; + if (StatePrepareAnalysis.canHandle(op)) { + instance = new StatePrepareAnalysis(parsed, context); + } else if (StateSimilaritySearch.canHandle(op)) { + instance = new StateSimilaritySearch(parsed, context); + } else if (StateDeleteRecord.canHandle(op)) { + instance = new StateDeleteRecord(parsed, context); + } else { + throw new Error(`${op} not implemented`); + } + + const responseData = await instance.process(); + + console.log('responseData', JSON.stringify(responseData, null, 2)); + return responseData; + } catch (e) { + console.log(e); + throw e; + } +}; diff --git a/source/shoppable/step/package-lock.json b/source/shoppable/step/package-lock.json new file mode 100644 index 0000000..4ac16d7 --- /dev/null +++ b/source/shoppable/step/package-lock.json @@ -0,0 +1,1633 @@ +{ + "name": 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build:clean build:copy build:install", + "zip": "cd dist && zip -rq" + }, + "author": "aws-mediaent-solutions", + "devDependencies": { + "@aws-sdk/client-s3": "^3.468.0", + "@smithy/smithy-client": "^2.1.18", + "core-lib": "file:../../layers/core-lib" + } +} diff --git a/source/shoppable/step/states/delete-record/index.js b/source/shoppable/step/states/delete-record/index.js new file mode 100644 index 0000000..900749a --- /dev/null +++ b/source/shoppable/step/states/delete-record/index.js @@ -0,0 +1,34 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + DB, +} = require('core-lib'); +const BaseState = require('../shared/baseState'); + +const DDB_TABLE = process.env.ENV_SHOPPABLE_DDB; +const PRIKEY = 'uuid'; + +class StateDeleteRecord extends BaseState { + static canHandle(op) { + return op === 'StateDeleteRecord'; + } + + async process() { + const { + uuid, + } = this.event; + + // delete record + const ddb = new DB({ + Table: DDB_TABLE, + PartitionKey: PRIKEY, + }); + + return ddb.purge(uuid) + .then(() => + this.event); + } +} + +module.exports = StateDeleteRecord; diff --git a/source/shoppable/step/states/prepare-analysis/index.js b/source/shoppable/step/states/prepare-analysis/index.js new file mode 100644 index 0000000..c4a03f2 --- /dev/null +++ b/source/shoppable/step/states/prepare-analysis/index.js @@ -0,0 +1,73 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const PATH = require('node:path'); +const { + Environment: { + Solution: { + Metrics: { + CustomUserAgent, + }, + }, + }, + AnalysisTypes: { + Shoppable, + }, + CommonUtils, +} = require('core-lib'); +const { + FeatureNotEnabledException, +} = require('../shared/exceptions'); +const BaseState = require('../shared/baseState'); + +const JSON_SHOPPABLE_EMBEDDINGS = 'shoppable_embeddings.json'; + +class StatePrepareAnalysis extends BaseState { + static canHandle(op) { + return op === 'StatePrepareAnalysis'; + } + + async process() { + const { + input: { + aiOptions = {}, + destination: { + bucket: proxyBucket, + }, + }, + data: { + framesegmentation: { + key: frameJsonKey, + }, + }, + } = this.event; + + if (aiOptions[Shoppable] !== true) { + throw new FeatureNotEnabledException('Shoppable feature not enabled'); + } + + // prepare payload for model to run + const parsed = PATH.parse(frameJsonKey); + const framePrefix = parsed.dir; + const json = parsed.base; + const frames = await CommonUtils.download( + proxyBucket, + frameJsonKey + ).then((res) => + JSON.parse(res)); + + const names = frames + .map((frame) => + frame.name); + this.event.data.shoppable = { + bucket: proxyBucket, + prefix: framePrefix, + json, + embeddings: JSON_SHOPPABLE_EMBEDDINGS, + }; + + return this.event; + } +} + +module.exports = StatePrepareAnalysis; diff --git a/source/shoppable/step/states/shared/baseState.js b/source/shoppable/step/states/shared/baseState.js new file mode 100644 index 0000000..0bfb92c --- /dev/null +++ b/source/shoppable/step/states/shared/baseState.js @@ -0,0 +1,27 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +class BaseState { + constructor(event, context) { + this.$event = event; + this.$context = context; + } + + get event() { + return this.$event; + } + + get context() { + return this.$context; + } + + async process() { + return this.event; + } + + static canHandle(op) { + return false; + } +} + +module.exports = BaseState; diff --git a/source/shoppable/step/states/shared/exceptions.js b/source/shoppable/step/states/shared/exceptions.js new file mode 100644 index 0000000..63956f1 --- /dev/null +++ b/source/shoppable/step/states/shared/exceptions.js @@ -0,0 +1,26 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const { + ServiceException, +} = require('@smithy/smithy-client'); + +/** + * @class FeatureNotEnabledException + * @description Error code 403 + */ +class FeatureNotEnabledException extends ServiceException { + constructor(message) { + super({ + message, + name: 'FeatureNotEnabledException', + $metadata: { + httpStatusCode: 403, + }, + }); + } +} + +module.exports = { + FeatureNotEnabledException, +}; diff --git a/source/shoppable/step/states/similarity-search/index.js b/source/shoppable/step/states/similarity-search/index.js new file mode 100644 index 0000000..9fd532f --- /dev/null +++ b/source/shoppable/step/states/similarity-search/index.js @@ -0,0 +1,344 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +const PATH = require('node:path'); +const { + AnalysisTypes: { + Shoppable, + }, + DB, + Indexer, + CommonUtils, +} = require('core-lib'); +const BaseState = require('../shared/baseState'); + +const INDEX = process.env.ENV_OPENSEARCH_INDEX; +const DDB_TABLE = process.env.ENV_SHOPPABLE_DDB; +const PRIKEY = 'uuid'; + +class StateSimilaritySearch extends BaseState { + static canHandle(op) { + return op === 'StateSimilaritySearch'; + } + + async process() { + const { + uuid, + input: { + destination: { + prefix, + }, + }, + data: { + shoppable: { + bucket: proxyBucket, + prefix: shoppablePrefix, + embeddings: output, + }, + framesegmentation: { + key: framesegmentationKey, + }, + segment: { + output: segmentMapKey, + }, + }, + } = this.event; + + const framePrefix = PATH.parse(framesegmentationKey).dir; + + let promises = []; + + // download output files + const embeddingsKey = PATH.join(shoppablePrefix, output); + promises.push(_downloadJson( + proxyBucket, + embeddingsKey, + 'embeddings' + )); + promises.push(_downloadJson( + proxyBucket, + framesegmentationKey, + 'framesegmentation' + )); + promises.push(_downloadJsonFromMap( + proxyBucket, + segmentMapKey, + 'segment' + )); + + promises = await Promise.all(promises); + promises = promises.reduce((a0, c0) => ({ + ...a0, + ...c0, + }), {}); + + const { + embeddings, + framesegmentation, + segment, + } = promises; + + // search similar items from vector store + promises = this.searchSimilarItems(embeddings); + + const frameMap = {}; + framesegmentation.forEach((item) => { + frameMap[item.name] = item; + }); + + const segmentMap = {}; + segment.Segments.forEach((item) => { + if (item.ShotSegment !== undefined) { + segmentMap[String(item.ShotSegment.Index)] = item; + } + }); + + const items = await promises; + items.shoppable = items.shoppable + .filter((item) => + item.apparels.length > 0); + + let shotMap = {}; + items.shoppable.forEach((item) => { + // look up frameNo and timestamp + const frame = frameMap[item.file]; + item.frameNo = frame.frameNo; + item.timestamp = frame.timestamp; + + const strIdx = String(frame.shotIdx); + const shotFound = shotMap[strIdx]; + // does the shot exist? + if (shotFound !== undefined) { + // if so, does the apparel exist? + item.apparels.forEach((apparel) => { + const label = apparel.label; + const asins = apparel.items + .map((x) => ({ + asin: x.asin, + score: x.score, + })); + + const foundApparel = shotFound.apparels + .find((x) => + x.label === label); + + // if apparel exists, add the new asins + if (foundApparel !== undefined) { + foundApparel.asins = foundApparel.asins.concat(asins); + // otherwise, add new apparel label + } else { + shotFound.apparels.push({ + label, + asins, + }); + } + }); + // if shot doesn't exist,... + } else { + const shot = segmentMap[strIdx]; + + const apparelMap = {}; + item.apparels.forEach((apparel) => { + const apparelItem = { + label: apparel.label, + asins: apparel.items + .map((x) => ({ + asin: x.asin, + score: x.score, + })), + }; + + if (apparelMap[apparelItem.label] !== undefined) { + apparelMap[apparelItem.label].asins + = apparelMap[apparelItem.label].asins.concat(apparelItem.asins); + } else { + apparelMap[apparel.label] = apparelItem; + } + }); + shotMap[strIdx] = { + shotIdx: frame.shotIdx, + timeStart: shot.StartTimestampMillis, + timeEnd: shot.EndTimestampMillis, + frameStart: shot.StartFrameNumber, + frameEnd: shot.EndFrameNumber, + smpteStart: shot.StartTimecodeSMPTE, + smpteEnd: shot.EndTimecodeSMPTE, + duration: shot.DurationMillis, + apparels: Object.values(apparelMap), + }; + } + }); + + // now remove duplicated asins + shotMap = Object.values(shotMap); + shotMap.forEach((shot) => { + shot.apparels.forEach((apparel) => { + apparel.asins.sort((a, b) => + b.score - a.score); + const asinMap = {}; + apparel.asins.forEach((asinItem) => { + if (asinMap[asinItem.asin] === undefined) { + asinMap[asinItem.asin] = asinItem; + } + }); + apparel.asins = Object.values(asinMap); + }); + }); + + items.shoppableBySegment = shotMap; + items.framePrefix = framePrefix; + + // upload metadata + const outPrefix = PATH.join(prefix, 'metadata', Shoppable); + const name = `${Shoppable}.json`; + + promises = []; + promises.push(CommonUtils.uploadFile( + proxyBucket, + outPrefix, + name, + items + )); + + const data = this.event.data.shoppable; + delete data.bucket; + delete data.prefix; + delete data.json; + delete data.embeddings; + delete data.simlarity; + data.key = PATH.join(outPrefix, name); + + // update record + const ddb = new DB({ + Table: DDB_TABLE, + PartitionKey: PRIKEY, + }); + + promises.push(ddb.update( + uuid, + undefined, + { + [Shoppable]: data, + }, + false + )); + + await Promise.all(promises); + + return this.event; + } + + async searchSimilarItems(docs) { + const index = INDEX; + const resultMap = {}; + + const indexer = new Indexer(); + + let response; + + for (let i = 0; i < docs.length; i += 1) { + const doc = docs[i]; + console.log(`=== [${i}] PROCESSING: ${doc.name}`); + + const query = { + index, + size: 10, + body: { + _source: { + includes: [ + 'asin', + 'file', + 'label', + 'score', + ], + }, + query: { + knn: { + embeddings: { + vector: doc.embeddings, + k: 10, + }, + }, + }, + }, + }; + + response = await indexer.search(query) + .then((res) => { + const hits = ((res.body || {}).hits || {}).hits || []; + return hits; + }); + + if (response.length > 0) { + // sort by score + response.sort((a, b) => + b._source.score - a._source.score); + + if (resultMap[doc.name] === undefined) { + resultMap[doc.name] = { + file: doc.name, + apparels: [], + }; + } + + let items = {}; + response.forEach((item) => { + if (doc.label !== item._source.label) { + return; + } + + const asin = item._source.asin; + if (items[asin] === undefined) { + items[asin] = { + asin, + score: Number(item._score.toFixed(4)), + docId: item._id, + label: { + name: item._source.label, + score: Number(item._source.score.toFixed(4)), + file: item._source.file, + }, + }; + } + }); + + items = Object.values(items); + if (items.length > 0) { + items.sort((a, b) => + b.score - a.score); + + resultMap[doc.name].apparels.push({ + box: doc.box, + label: doc.label, + score: Number(doc.score.toFixed(4)), + items, + }); + } + } + } + + return { + [Shoppable]: Object.values(resultMap), + }; + } +} + +async function _downloadJsonFromMap(bucket, key, field) { + const mapFile = await _downloadJson(bucket, key, 'tmp') + .then((res) => + res.tmp); + + const parsed = PATH.parse(key); + const json = PATH.join(parsed.dir, mapFile.file); + + return _downloadJson(bucket, json, field); +} + +async function _downloadJson(bucket, key, field) { + return CommonUtils.download(bucket, key) + .then((res) => ({ + [field]: JSON.parse(res.toString()), + })); +} + +module.exports = StateSimilaritySearch; diff --git a/source/main/.babelrc b/source/webapp/.babelrc similarity index 100% rename from source/main/.babelrc rename to source/webapp/.babelrc diff --git a/source/webapp/.eslintrc.json b/source/webapp/.eslintrc.json index e91f035..4baac27 100644 --- a/source/webapp/.eslintrc.json +++ b/source/webapp/.eslintrc.json @@ -38,7 +38,13 @@ "import/no-absolute-path": 0, "import/no-unresolved": 0, "no-underscore-dangle": 0, - "no-return-assign": 0 + "no-return-assign": 0, + "no-restricted-syntax": [ + "error", + "ForInStatement", + "LabeledStatement", + "WithStatement" + ] }, "env": { "es6": true, diff --git a/source/webapp/README.md b/source/webapp/README.md index c538cdb..86f40d0 100644 --- a/source/webapp/README.md +++ b/source/webapp/README.md @@ -32,7 +32,7 @@ For Windows user, follow the instruction [here](http://nginx.org/en/docs/windows ### NODEJS -While the frontend web applicaiton is written in JQuery, the backend (lambda function) is written in NodeJS v10.x. In order to build the guidance locally, you would need to install NodeJS 10.x or above on your system. +While the frontend web applicaiton is written in JQuery, the backend (lambda function) is written in NodeJS v20.x. In order to build the solution locally, you would need to install NodeJS 20.x or above on your system. For MAC user, download and install from [nodejs.org](https://nodejs.org/en/download/). Alternatively, you can also use Homebrew. @@ -48,14 +48,14 @@ Although we are running the webapp locally, we still communicate to the backend __ -## Step 2: Clone the source code and build the guidance +## Step 2: Clone the source code and build the solution Follow the step described in [README](../../README.md). ```bash -git clone git@github.com:aws-solutions/media2cloud.git +git clone git@github.com:aws-solutions-library-samples/guidance-for-media2cloud-on-aws.git -cd ./media2cloud/deployment +cd ./guidance-for-media2cloud-on-aws/deployment bash build-s3-dist.sh --bucket YOUR_BUCKET --single-region @@ -125,9 +125,10 @@ __ Download the **solution-manifest.js** from web bucket and copy it to your local **media2cloud/source/webapp** folder. _(You can find the Web bucket name from the CloudFormations stack, Outputs tab, **WebBucket**.)_ ```bash -cd ./media2cloud/source/webapp -aws s3 cp s3:///solution-manifest.js . +cd ./guidance-for-media2cloud-on-aws/source/webapp + +aws s3 cp s3://[WEB_BUCKET]/solution-manifest.js . ``` @@ -138,6 +139,7 @@ __ The only configuration you would need to modify is the **location.root** in the nginx.conf file. Change the **root** to map to your local **media2cloud/source/webapp** source code folder. See the code snippet below. ```nginx + http { ... server { @@ -149,8 +151,8 @@ http { error_log /usr/local/var/log/nginx/error_debug.log debug; location / { - # Make sure to set your root directory to /.../media2cloud/source/webapp - root /Users//github/media2cloud/source/webapp; + # Make sure to set your root directory to /.../guidance-for-media2cloud-on-aws/source/webapp + root /Users/[username]/github/guidance-for-media2cloud-on-aws/source/webapp; index index.html; } } diff --git a/source/webapp/css/app.css b/source/webapp/css/app.css index f6249ee..72013f0 100644 --- a/source/webapp/css/app.css +++ b/source/webapp/css/app.css @@ -239,17 +239,12 @@ input:disabled + .slider { padding-bottom: 10px; top: 10px; font-size: 80%; - max-height: 90%; + max-height: 360px; overflow-y: auto; } .carousel-indicators li { background-color: rgba(0, 0, 0, 0.5); - width: 1.4rem; - height: 1.4rem; - border-radius: 0.7rem; - border-top: 0rem solid transparent; - border-bottom: 0rem solid transparent; } .carousel-indicators .active { @@ -450,6 +445,10 @@ a.member-anchor:hover { border-radius: .2rem; } +.carousel-content { + max-height: 90%; +} + .editable:hover { animation: shake 0.8s; animation-iteration-count: infinite; @@ -469,6 +468,14 @@ a.member-anchor:hover { 100% { transform: translate(1px, -2px) rotate(-1deg); } } +.carousel-indicators li { + width: 1.4rem; + height: 1.4rem; + border-radius: 0.7rem; + border-top: 0rem solid transparent; + border-bottom: 0rem solid transparent; +} + .shake-sm { -webkit-animation: kf_shake 0.4s 1 linear; -moz-animation: kf_shake 0.4s 1 linear; @@ -658,7 +665,7 @@ a.member-anchor:hover { font-size: 0.8rem; } -.btn, .form-control, .custom-select, select { +.btn, .form-control, .custom-select, .modal-content, select { border-radius: 0; } @@ -732,6 +739,10 @@ a.member-anchor:hover { float: right!important; } +.border-radius-none { + border-radius: 0rem!important; +} + .finalize-contaniner { display: flex!important; margin-top: 1rem; @@ -950,6 +961,10 @@ a.member-anchor:hover { /* box-shadow: inset -1px 0 0 rgba(0, 0, 0, .1); */ } +.sidebar .nav-link { + color: #333; +} + .sidebar .nav-link { margin-right: 4px; padding: 0.15rem 1rem; @@ -1119,14 +1134,19 @@ div[data-media-type="video"] .cropper-container { } .text-roi-screen { + /* width: 480px; height: 270px; + */ background-color: #eee; } .text-roi-grid { + aspect-ratio: 16 / 9; + /* width: 160px; height: 90px; + */ } .text-roi-grid:hover { @@ -1215,23 +1235,21 @@ div[data-media-type="video"] .cropper-container { overflow-y: auto; } -.scatter-graph, .pie-graph { - height: 400px; +.pie-graph { + width: 60%; + aspect-ratio: 1 / 1; } .scatter-graph { - width: 800px; -} - -.pie-graph { - width: 400px; + width: 90%; + aspect-ratio: 5 / 2; } .knowledge-graph { min-height: 70vh; } -.media-processing, .media-error { +.media-processing, .media-error, .opacity07 { opacity: 0.7; } @@ -1259,13 +1277,21 @@ div[data-media-type="video"] .cropper-container { } .thumbnail:hover { - transform: scale(1.3); + transform: scale(1.2); } .thumbnail.active { opacity: 1.0; } +.no-cursor { + cursor: inherit; +} + +.vh16 { + height: 16vh!important; +} + .canvas-type-line, .canvas-type-keyval, .canvas-type-cell { @@ -1300,21 +1326,29 @@ div[data-media-type="video"] .cropper-container { vertical-align: middle; } -.maxh-600 { - max-height: 600px; -} - .search-thumbnail { - object-fit: cover; + object-fit: contain; height: 96px; min-width: 96px; aspect-ratio: 16/9; } +.b-200 { + font-weight: 200; +} + .b-300 { font-weight: 300; } +.b-400 { + font-weight: 400; +} + +.b-500 { + font-weight: 500; +} + .no-border { border: none !important; padding-top: 0 !important; @@ -1328,7 +1362,7 @@ div[data-media-type="video"] .cropper-container { } .vh-8 { - min-height: 8; + min-height: 8vh; } .vh-10 { @@ -1359,10 +1393,31 @@ div[data-media-type="video"] .cropper-container { min-height: 70vh; } +.vh-30x { + height: 30vh; +} + +.vh-40x { + height: 40vh; +} + +.vh-50x { + height: 50vh; +} + +/* exact 70vh */ +.vh-70x { + height: 70vh; +} + .vh-80 { min-height: 80vh; } +.vh-60max { + max-height: 60vh; +} + .w-96min { min-width: 96px; } @@ -1415,6 +1470,30 @@ div[data-media-type="video"] .cropper-container { text-align: center; } +.image-container > .apparel-item { + position: absolute; + background-color: #28a7454c; + border-color: #28a745; + border-style: solid; + border-radius: 50%; + border-width: 0.1rem; + opacity: 0.8; + width: 1.5rem; + aspect-ratio: 1/1; +} + +.image-container > .apparel-item:hover { + opacity: 1.0; + cursor: pointer; + transform: scale(1.3); +} + +.image-container > .overlay-top-left { + position: absolute; + top: 0; + left: 0; +} + .no-border td { border: none; } @@ -1446,3 +1525,115 @@ div[data-media-type="video"] .cropper-container { border-width: 10px; border-color: #606060; } + +.video-container { + position: relative; +} + +.video-container > .overlay { + position: absolute; + top: 0; + right: 0; + opacity: 0.5; +} + +.video-container > .overlay:hover { + opacity: 1; +} + +.badge > em { + font-weight: 400; +} + +.badge-36ch { + max-width: 36ch; + text-overflow: ellipsis; + overflow: hidden; +} + +.curtain-container { + position: relative; +} + +.curtain-container > .curtain { + position: absolute; + top: 50%; + left: 50%; + transform: translate(-50%, -50%); + opacity: 0.8; + z-index: 1; +} + +.typing-container { + display: inline-flex; + justify-content: start; + align-items: flex-start; + aspect-ratio: 5 / 2; +} + +@keyframes blink { + 0% {opacity: 1;} + 40% {opacity: 1;} + 60% {opacity: 0;} + 100% {opacity: 0;} +} + +.input-cursor:after { + content: '_'; + display: inline-block; + color: #dc3545!important; + font-weight: bold; + margin-left: 0.3rem; + animation: blink .6s linear infinite alternate; +} + +.opacity10 { + opacity: 1.0; +} + +.vjs-custom-overlay { + background-color: rgba(10, 10, 10, 0.8)!important; + border-radius: 0!important; + width: 100%!important; + margin-left: 0!important; + left: 0!important; +} + +.bg-black { + background-color: rgba(10, 10, 10, 0); +} + +.bg-black:hover { + background-color: rgba(10, 10, 10, 1.0); +} + +.blinky { + animation: blink2 1.2s linear infinite alternate; +} + +.select-bg-dark { + background-color: black; + color: white; +} + +@keyframes blink2 { + 0% {opacity: 0;} + 20% {opacity: 0.2;} + 40% {opacity: 0.4;} + 60% {opacity: 0.6;} + 80% {opacity: 0.8;} + 100% {opacity: 1.0;} +} + +.checkout-flow { + aspect-ratio: 7 / 1; + height: 100%!important; +} + +.ml-4rem { + margin-left: 4rem!important; +} + +.mr-4rem { + margin-right: 4rem!important; +} diff --git a/source/webapp/css/videojs-markers.css b/source/webapp/css/videojs-markers.css new file mode 100644 index 0000000..db44a45 --- /dev/null +++ b/source/webapp/css/videojs-markers.css @@ -0,0 +1,65 @@ +/* + * Copyright (c) 2013 Samping Chuang + * SPDX-License-Identifier: MIT + * https://raw.githubusercontent.com/spchuang/videojs-markers/master/dist/videojs.markers.css +*/ + +.vjs-marker { + position: absolute; + left: 0; + bottom: 0em; + opacity: 1; + height: 100%; + transition: opacity .2s ease; + -webkit-transition: opacity .2s ease; + -moz-transition: opacity .2s ease; + z-index: 100; +} +.vjs-marker:hover { + cursor: pointer; + -webkit-transform: scale(1.3, 1.3); + -moz-transform: scale(1.3, 1.3); + -o-transform: scale(1.3, 1.3); + -ms-transform: scale(1.3, 1.3); + transform: scale(1.3, 1.3); +} +.vjs-tip { + visibility: hidden; + display: block; + opacity: 0.8; + padding: 5px; + font-size: 10px; + position: absolute; + bottom: 14px; + z-index: 100000; +} +.vjs-tip .vjs-tip-arrow { + background: url(data:image/gif;base64,R0lGODlhCQAJAIABAAAAAAAAACH5BAEAAAEALAAAAAAJAAkAAAIRjAOnwIrcDJxvwkplPtchVQAAOw==) no-repeat top left; + bottom: 0; + left: 50%; + margin-left: -4px; + background-position: bottom left; + position: absolute; + width: 9px; + height: 5px; +} +.vjs-tip .vjs-tip-inner { + border-radius: 3px; + -moz-border-radius: 3px; + -webkit-border-radius: 3px; + padding: 5px 8px 4px 8px; + background-color: black; + color: white; + max-width: 200px; + text-align: center; +} +.vjs-break-overlay { + visibility: hidden; + position: absolute; + z-index: 100000; + top: 0; +} +.vjs-break-overlay .vjs-break-overlay-text { + padding: 9px; + text-align: center; +} diff --git a/source/webapp/identity.html b/source/webapp/identity.html deleted file mode 100644 index 59026dd..0000000 --- a/source/webapp/identity.html +++ /dev/null @@ -1,22 +0,0 @@ - - - - Amazon Neptune Identity Graph demo - - - - - - - - - - - - - - - - - - diff --git a/source/webapp/identity/css/app.css b/source/webapp/identity/css/app.css deleted file mode 100644 index c5ce9a6..0000000 --- a/source/webapp/identity/css/app.css +++ /dev/null @@ -1,115 +0,0 @@ -/* Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. */ -/* SPDX-License-Identifier: Apache-2.0 */ - -.btn, .form-control, .custom-select, select { - border-radius: 0; -} - -.vh-8 { - min-height: 8; -} - -.vh-10 { - min-height: 10vh; -} - -.vh-20 { - min-height: 20vh; -} - -.vh-30 { - min-height: 30vh; -} - -.vh-40 { - min-height: 40vh; -} - -.vh-50 { - min-height: 50vh; -} - -.vh-60 { - min-height: 60vh; -} - -.vh-70 { - min-height: 70vh; -} - -.vh-80 { - min-height: 80vh; -} - -.vh-90 { - min-height: 90vh; -} - -.lead-xl { - font-size: 2.0rem; -} - -.lead-lg { - font-size: 1.5rem; -} - -.lead-m { - font-size: 1.1rem; -} - -.lead-s, .lead-sm { - font-size: 1.0rem; -} - -.lead-xs { - font-size: 0.9rem; -} - -.lead-xxs { - font-size: 0.8rem; -} - -.lead-s { - font-weight: 400; -} - -.lead-xl, .lead-lg { - font-weight: 300; -} - -.lead-sm, .lead-xs, .lead-xxs { - font-weight: 200; -} - -.knowledge-graph { - min-height: 70vh; -} - -.popover { - border-radius: 0; - max-width: 70%; -} - -/* Absolute Center Spinner */ -.loading, .loading-3, .loading-4 { - position: fixed; - z-index: 999; - height: 4em; - width: 4em; - overflow: visible; - margin: auto; - top: 0; - left: 0; - bottom: 0; - right: 0; -} - -.loading-3 { - height: 3em; - width: 3em; -} - -.loading-4 { - height: 4em; - width: 4em; -} \ No newline at end of file diff --git a/source/webapp/identity/js/app.js b/source/webapp/identity/js/app.js deleted file mode 100644 index 64ee3a8..0000000 --- a/source/webapp/identity/js/app.js +++ /dev/null @@ -1,160 +0,0 @@ -// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. -// SPDX-License-Identifier: Apache-2.0 - -import AppUtils from './shared/appUtils.js'; -import BrandInteractionTab from './tabs/brandInteractionTab.js'; -import HouseholdTab from './tabs/householdTab.js'; - -const ID_DEMOAPP = 'demo-app'; -const TITLE_DEMO = 'Amazon Neptune Identity Graph Demo'; -const DEMO_DESC = 'This demo presents how we use Amazon Neptune to create an identity graph and how we can query (walkthrough) the graph for specific use cases.'; -const DEMO_DATASET_DESC = '

The dataset used for this demo comes from CIKM Cup 2016 Track 1: Cross Device Entity Linking Challenge, https://competitions.codalab.org/competitions/11171

The dataset contains an anonymized browse log for a set of anonymized userIDs representing the same user across multiple devices, as well as obfuscated site URLs and HTML titles those users visited. There are not much of user attributes, so they had to be generated artificially.

The graph contains roughly 15M nodes such as Household (identityGroup), User ID (persistentId), Device ID (transientId), website, and IAB Category (websiteGroup). It also constructs over 80M edges (relationships) among nodes.

'; - -export default class DemoApp { - constructor(parentId) { - this.$parentId = parentId; - this.$tabControllers = [ - new HouseholdTab(true), - new BrandInteractionTab(), - ]; - } - - get parentId() { - return this.$parentId; - } - - get tabControllers() { - return this.$tabControllers; - } - - async show() { - const parent = $(`#${this.parentId}`); - - const container = $('
').addClass('row no-gutters'); - parent.append(container); - - const title = this.createTitle(); - container.append(title); - - const tablist = this.createTabList(); - container.append(tablist); - - return parent; - } - - async hide() { - this.graphs.forEach((graph) => { - if (graph) { - graph.dispose(); - } - }); - this.graphs.length = 0; - } - - resize() { - this.graphs.forEach((graph) => { - if (graph) { - graph.resize(); - } - }); - } - - static randomHexstring() { - const rnd = new Uint32Array(1); - (window.crypto || window.msCrypto).getRandomValues(rnd); - return rnd[0].toString(16); - } - - createTitle() { - const container = $('
') - .addClass('col-9 m-0 p-0 mx-auto'); - - const title = $('

') - .addClass('mt-4 text-center') - .append(TITLE_DEMO); - container.append(title); - - const desc = $('

') - .addClass('lead mt-4') - .html(DEMO_DESC); - container.append(desc); - - const datasetDesc = $('

') - .addClass('h4 my-4') - .append('Dataset'); - container.append(datasetDesc); - - container.append(DEMO_DATASET_DESC); - - return container; - } - - createTabList() { - const container = $('

') - .addClass('col-9 m-0 p-0 mx-auto mt-4'); - - const id = AppUtils.randomHexstring(); - const tabItems = this.tabControllers - .map((tabController, idx) => { - const num = idx + 1; - const itemId = `usercase-${id}-${num}`; - const contentId = `usercase-content-${id}-${num}`; - const name = `Usecase ${num}: ${tabController.title}`; - const anchor = $('') - .addClass('nav-link') - .attr('id', itemId) - .attr('data-toggle', 'tab') - .attr('href', `#${contentId}`) - .attr('role', 'tab') - .attr('aria-controls', contentId) - .attr('aria-selected', tabController.isDefault.toString()) - .append($('') - .addClass('lead-s') - .append(name)); - const tabLink = $('
  • ').addClass('nav-item') - .append(anchor); - - const content = tabController.createContent(); - const tabContent = $('
    ').addClass('tab-pane fade') - .attr('id', contentId) - .attr('role', 'tabpanel') - .attr('aria-labelledby', itemId) - .append(content); - if (tabController.isDefault) { - anchor.addClass('active'); - tabContent.addClass('show active'); - } - return [ - tabLink, - tabContent, - ]; - }); - - const tabListId = `tab-${id}`; - const tabList = $('