From 54b2fa477832d1244b9ae663e5f756adf67d724a Mon Sep 17 00:00:00 2001 From: Yong <111252087+YoItsYong@users.noreply.github.com> Date: Tue, 9 Apr 2024 22:13:04 +0000 Subject: [PATCH] upload images --- README.md | 38 +++++++++++------- images/bb200_to_bq.png | Bin 0 -> 25138 bytes images/bb200_to_gcs.png | Bin 0 -> 23719 bytes images/mage_io_config.png | Bin 0 -> 49902 bytes images/mage_ui_files.png | Bin 0 -> 31593 bytes images/mage_ui_terminal.png | Bin 0 -> 32251 bytes .../data_loaders/load_bb200_gcs.py | 3 -- python/spark_dataproc/spark_dataproc.py | 2 +- terraform/variables.tf | 9 +---- 9 files changed, 27 insertions(+), 25 deletions(-) create mode 100644 images/bb200_to_bq.png create mode 100644 images/bb200_to_gcs.png create mode 100644 images/mage_io_config.png create mode 100644 images/mage_ui_files.png create mode 100644 images/mage_ui_terminal.png diff --git a/README.md b/README.md index a197d55..fda8b60 100644 --- a/README.md +++ b/README.md @@ -143,9 +143,6 @@ After everything on Google Cloud is set up correctly, we'll configure the `spark Replace the variables below with what matches your project. ``` -# (Line 13) Replace with path to your Serivce Account Key -gcs_key = 'path/to/service_account_key.json' - #(Line 30) Replace temp_gcs_bucket with the name of your temporary bucket in GCS temp_gcs_bucket = 'name_of_temp_gcs_bucket' spark.conf.set('temporaryGcsBucket', temp_gcs_bucket) @@ -167,7 +164,6 @@ In the `mage` directory, we'll update a couple files before starting up our Mage - In `requirements.txt`, add: ``` pyspark==3.5.1 -pyarrow==15.0.2 ``` Next, run the following commands: @@ -176,18 +172,18 @@ cp dev.env .env && rm dev.env docker compose up ``` -Your Mage instance should now be live on `localhost:6789`. Before moving on, using your IDE, copy the Service Account Key JSON file into `mage/bb200-project` and replace the path found in the `io_config.yaml` file within Mage. +Your Mage instance should now be live on `localhost:6789`. -### Install Google Cloud CLI -Within the Mage UI, click on the `Terminal` button on the side menu as shown below. +Before moving on, we'll configure Mage to make sure it can connect to our Google Cloud Platform. +1. In the Mage UI, click on `Files` in the side menu. -< insert image > + < IMAGE > -Our goal is to run the Google Cloud CLI to be able to use `gcloud` scripts within Mage. +2. Right click the project folder on left, select `Upload files`, and drag-and-drop your Service Account Key into the Mage window. +3. After the upload is complete, open the `io_config.yml`, scroll down to `GOOGLE_SERVICE_ACC_KEY_FILEPATH` and enter the path to your key. +4. Remove all of the other Google variables so your file looks like the image below. -We'll start with installing the Google Cloud CLI. First, run the scripts below to download, extract, and install the files in the Mage Terminal. - -``` +< IMAGE > ### Create Pipeline to Google Cloud Storage Our first pipeline will take the `billboard200_albums_data` found [here](https://github.com/YoItsYong/billboard-200-pipeline/raw/main/data/billboard200_albums.csv.gz) and upload it to our Data Lake in Google Cloud Storage. @@ -198,8 +194,20 @@ Your pipeline should look like this: < insert image > -This moves the data to Google Cloud Storage and converts the `.csv.gz` to `parquet` using `PyArrow`. +This moves the data to Google Cloud Storage and converts the `.csv.gz` to `parquet` using Pandas. + + +### Install Google Cloud CLI +Within the Mage UI, click on the `Terminal` button on the side menu as shown below. + +< insert image > + +Our goal is to run the Google Cloud CLI to be able to use `gcloud` scripts within Mage. +We'll start with installing the Google Cloud CLI. First, run the scripts below to download, extract, and install the files in the Mage Terminal. + + +``` #Download Google Cloud CLI curl -O https://dl.google.com/dl/cloudsdk/channels/rapid/downloads/google-cloud-cli-471.0.0-linux-x86_64.tar.gz @@ -209,17 +217,19 @@ tar -xf google-cloud-cli-471.0.0-linux-x86_64.tar.gz #Install Google Cloud CLI ./google-cloud-sdk/install.sh ``` + Next, we'll run the following script to authorize Mage to make changes to your Google Cloud account and make sure the Google Cloud CLI knows which project to make changes to. ``` #Authorize Google Cloud Login ./google-cloud-sdk/bin/gcloud auth login #Set Google Cloud Project -./google-cloud-sdk/bin/gcloud config set project billboard-200-project-2 +./google-cloud-sdk/bin/gcloud config set project INSERT_PROJECT_ID ``` _Note: You may have to edit the script above depending on your folder structure._ + ### Create Pipeline to BigQuery Now that our `.parquet` files are available in GCS, we will now process and 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