* # This is a combination of 5 commits.
# This is the 1st commit message:
Add initial scripts
# This is the commit message #2:
Add working pytest script
# This is the commit message #3:
Add initial scripts
# This is the commit message #4:
Add environment variable files
# This is the commit message #5:
Remove old cluster script
* Add initial scripts
Add working pytest script
Add initial scripts
Add environment variable files
Remove old cluster script
Update pipeline credentials to OIDC
Add initial scripts
Add working pytest script
Add initial scripts
Add working pytest script
* Remove debugging mark
* Update example EKS cluster name
* Remove quiet from Docker build
* Manually pass env
* Update env list vars as string
* Update use array directly
* Update variable array to export
* Update to using read for splitting
* Move to helper script
* Update export from CodeBuild
* Add wait for minio
* Update kubectl wait timeout
* Update minor changes for PR
* Update integration test buildspec to quiet build
* Add region to delete EKS
* Add wait for pods
* Updated README
* Add fixed interval wait
* Fix CodeBuild step order
* Add file lock for experiment ID
* Fix missing pytest parameter
* Update run create only once
* Add filelock to conda env
* Update experiment name ensuring creation each time
* Add try/catch with create experiment
* Remove caching from KFP deployment
* Remove disable KFP caching
* Move .gitignore changes to inside component
* Add blank line to default .gitignore
* integration tests for aws sagemaker components with comment
* address comment related to S3 dataset creation
* rev3: bug fix in conda env yaml and resuse sagemaker method to get image URI
* Add createModel test
- reduce code duplication
- add some utility methods
* Add initial unit test buildspec
* Add docker log output
* Add force no pytest color
* Update docker build to be quiet
* Add pass all environment variables
* Update unit test container env file
* Update env to use different syntax
* Remove daemon mode
* Remove TTY from docker run
* Add dryrun and dockercfg setup
* Update dryrun into CodeBuild logic
* Add mkdir for Docker config
* Update app version temporarily
* Revert app version temporarily
* Update unit test log file
* Add tag minor and major versions
* Update version temporarily
* Add print for major and minor tags
* Revert version back down
* Add deploy version override
* Update path to testing directories
* Fix tab formatting
* Fix pytest log directory
* Initial changes
* add one test for each component
* Add readme for unit tests
* add empty string test and dockerfile
* added dockerfile
* use python3 in dockerfile
* add coverage report to unit tests
* update readme for PR
* small changes to resolve git comments
* copy requirements.txt separately in dockerfile
* small changes
* pin pip package versions in unit_tests
* construct channel input using json.dumps()
* remover data_location parameters
* add changelog
* Update version in license file and small changes to readme
* Don't leave active_learning_model_arn.txt empty
* updated readme for ground_truth_pipeline_demo
* update docker repo
* Small changes to readme of ground truth sample pipeline
* deploy_createModel_readme
* readme for batch and minor updates to deploy and create_model
* updates based on review comments 1
* correct SageMaker typo
* Initial readme for Train component
* example input
* add train pipeline
* added simple_train_pipeline
* Updated readme to include kmeans-hpo-pipeline.py
* Updated train component readme
* fix typo
* Update details about how to get sample data for Train component
* update comment and give a defaault path for output
* change s3 bucket to match other sample pipelines
* added optional workgroup arg
* Added a slighly more elegant way of handling query exec params
* added args to yml and main()
* added args to yml and main()
* Added Spot Instance Support
* Fixed missing output configuration
* Added spot instance support to example pipelines
* Updated image to new repository
* Lint Python code for undefined names
* Lint Python code for undefined names
* Exclude tfdv.py to workaround an overzealous pytest
* Fixup for tfdv.py
* Fixup for tfdv.py
* Fixup for tfdv.py
* Update docker images and minor refactoring
* Update image tag, bug fixes, remove unneeded imports
* Revert to using image version, use origin batch transform output method
* Forgot to save 2 changes
* Add components for workteam and Ground Truth, minor update for HPO and train, add sample pipeline demo for workteam and GT, update images
* Minor style fixes
* Address PR comments
* Refactor for new folder structure
* add HPO component and sample pipeline usage
* Update Dockerfile to include HPO component
* Update docker image used in hpo component
* Update HPO readme, make HPO job name required, allow empty string for int params, reintro some default values
* Resolve a couple todos
* Add Dockerfile for HPO and update docker image used in HPO component
* Add Dockerfile for HPO
Nicholas Thomson
Gautam Kumar
Jiaxin Shan
Suraj Kota
Kartik Kalamadi
Gautam Kumar
Suraj Kota
Kartik Kalamadi
Leonard Aukea
Christian Clauss
carolynwang
tiffany jernigan