v0.9.1.27

tap testing fixes

v0.9.1.26

update samples for labs

v0.9.1.25

add mst and cst timezones

v0.9.1.24

updates from cde lab

v0.9.1.23

training updates april-may (#97)

* add diagram, fix typo
* random int suffix for secrets and buckets
* update taps config
* fix for empty policy document
* fix install terraform-docs

v0.9.1.22

Fix outputs when ecr-image repo is disabled (#96)

v0.9.1.21

MLOps modules (#62)

* removed parameterisation of account_id

* ml-ops component, catalogue and sample modules

* Update gitignore and yml

* Formatting changes to pass checks

* remove acct refs

* remove acct refs (2)

* Amends to passing IAM role and adding name prefix

* format fix to component module

* Paramaterising of state machine input

* Paramaterising of state machine input

* Remove comments

* Encode JSON for hyperparameter tuning input

* Refactor MLOps, leverage AWS Lambda component module (#65)

* replace zip files with py

* move lambda files to catalog

* remove extra comments

* reference arns from lambda module

* refactor vars to insulate lambda defs from s3_triggers

* get arns from lambda module

* refactor lambda function definitions

* python cleanup and auto-formatting (using black)

* fix source path

* move lambda functions to ml ops

* fix errors from refactoring

* fix missing requirements.txt

* Attempted bugfix: accessing non-existent pip[0]

* typo

* improved examples

* Update components/aws/lambda-python/outputs.tf

per suggested change

Co-Authored-By: Jack Sandom <[email protected]>

* updated variable name

* updated variable name

* output iam roles for ecs-task and lambda

* Lambda IAM SageMaker policy attachment

Co-authored-by: Jack Sandom <[email protected]>
Co-authored-by: jacksandom <[email protected]>

* updated auto-docs

* add ml-ops module header

* ECS Shap added and variable descriptions

* updated docs

* fix line endings

* Normalize line endings

* add ml-ops USAGE.md

* Use BYO model and attrition data

* Component format fix

* Add batch transform step

* addl docs on mlops module

* auto-update readme docs

* terraform fmt

* fix merge error - missing 'functions' dev

* add missing descriptions

* terraform fmt

* BYO model and Glue

* Seperation of S3 buckets

* Adds Lambda trigger

* ml-ops USAGE.md file

* ml-ops readme

* glue readme

* Add Glue crawler run and bucket updates

* README updates and training image override

* Update catalogue outputs

* Glue WHL Readme

* Outputs update and IAM destroy fix

* Changes to sample module and sleep local resource

* Clean up sample file

* Fix whitespace

* tfplan to gitignore

* Re-ordering Step Functions

* Add DynamoDB metadata store

* Naming change and line endings

* S3 as metadata store

* Update usage markdown

* resolved: non-deterministic resource count error

* Change catalog name to 'ml-ops'

* fixed case of no s3 triggers in lambda-python

* Lambda docstrings and ECR kill switch,

* Remove indent to ECR-image main

* READMEs and formatting

* Make score data optional for endpoint inference

* Add MacOS / Linux ECR login command

* add comment re: ECR creds

Co-authored-by: Aaron Steers <[email protected]>

v0.9.1.20

hotfix: ecs ptd timezone, missing role

v0.9.1.19

Docs v4 README updates (#82)

v0.9.1.18

Docs v4 (#81)

* All input and output variables now have descriptions.
* CI/CD checks now require descriptions on all input and output variables.
* Updated README docs.