* Changes for updating existing endpoint
* Review comments addressed
* Review comments addressed
* Review comments addressed
* Changed awscli and boto3 version. Ran black to format integration tests
* Removing temporarily to debug integration failures
* Adding back integration tests
* Control the number of parallel integration tests to 10
* Third Party License updated
* Version changed to 0.9.0
* Fixed a typo in Changelog
* Implemented debugger for training component with sample pipeline, unit tests, and integration test
* Implemented changes from PR, refactored utils.py, made sample pipeline more succinct, removed hardcoding from integration tests
* Added default parameter for sample pipeline and fixed grammar for sample README, refactored _utils.py for fstrings and fixed offset for errors
* Removed aws secret lines
* Terminate debug rules when terminating training job, Terminate debug rules if terminate is pressed after training job has completed, added integration tests for stop_debug_rules, updated READMEs for train and sample, renamed sample pipeline, removed tensorboard, updated sagemaker version to sagemaker 2.1.0.
* Terminate debug rules when terminating training job, Terminate debug rules if terminate is pressed after training job has completed, added integration tests for stop_debug_rules, updated READMEs for train and sample, renamed sample pipeline, removed tensorboard, updated sagemaker version to sagemaker 2.1.0.
* Removed extra files, cleaned integration test
* Changed integration test to use sample debugger pipeline
* Processing jobs created from debug rules will not terminate, fixing other small issues
* Removed debug from pipeline definition, removed extra line, removed unused function
* Changelog and image tag updates
* Create README.md
* Added README
Updated page to include information on Amazon SageMaker components
* Update README.md
* Integrated feedback
* Added link to SageMaker Components tutorial
* Update README.md
added link to sample pipelines
* Add client assume role functionality
* Add assume_role to component.yaml files
* Update image to personal
* Update input to force NoneType on empty
* Update integration test setup with assumed role
* Add assume role integration test
* Update boto session to use refreshing credentials
* Update assume role relax trust relationship
* Add check for defined assumed role name
* Add processing assume integ test
* Add assume role unit test for main methods
* Add assume_role to all READMEs
* Update session to use AssumeRoleProvider
* Remove region from child calls to session
* Fix extra region_name in test
* Update assume role processing integ test name
* Add processing integ test to list
* Update assumed role to remain if not generated
* Update license version
* Update image tag to new version
* Add new version to Changelog
* Add functionality to stop SM jobs
- Unit and Integration tests for the functionality
* unit test update and customer message update
* Changelog and image tag updates
* update version for deploy component and merge conflicts
* Update version in License file
* fix conflicting paths for download, add test for batch
* Update input arguments
* Remove fileOutputs
* Update outputs to new paths
* Modify integ test artifact path
* Add unit test for new output format
* Add unit test for write_output
* Migrate tests into test_utils
* Add clarifying comment
* Remove output path file extension
* Update license to 0.5.2
* Update component to 0.5.2
* Add 0.5.2 to changelog
* Remove JSON
* add more region ARNs to groundtruth lambda map as per sagemaker documentation
* changes for patch release 0.5.1
* Make label_category_config optional in groundtruth component
* merge fix
Co-authored-by: Suraj Kota <surakota@amazon.com>
* Added preprocessing step to sample pipeline
* Add processing to components README
* Remove unused import
* Add data set prerequisite to training component
* Remove simple HPO pipeline
* Update MNIST header in README
* Remove simple HPO sample integration test
* Empty commit to trigger google bot
* add integ test for sample pipeline train
* change docker build context integ test
* add spot test and use train ccomponent test for sample train pipeline
* small changes and ran flake8 and black
* address comments
* Add working FSx setup and test
* Removed duplicate test function
* Replaced failure return with exit
* Update parallel methods to export
* Update EKS cluster name outside parallel task
* Add SKIP_FSX_TEST in buildspec
* Add revoke security group ingress
* Add default pytest FSx values
* add more tests for deploy and ground_truth components
* add more tests for workteam component
* add unit tests for model component
* add more unit tests for batchTransform component
* add more tests
* add 'request' function tests
* add more unit tests for ground truth
* Integration Test for AWS SageMaker GroundTruth Component
* Unfix already fixed bug
* Fix the README I overwrote by mistake
* Remove use of aws-secret for OIDC
* Rev 2: Fix linting errors
* don't use aws-secret and update readme for sample pipelines
* Addressed comments on PR and few more readme changes
* small changes to readme
* nit change
* Address comments
* # 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 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
jkuruba
Nicholas Thomson
Kartik Kalamadi
Dustin Luong
Matthew Rose
IvyBazan
Suraj Kota
Gautam Kumar
Meghna Baijal
Jiaxin Shan
Gautam Kumar
Suraj Kota
Kartik Kalamadi
Christian Clauss
carolynwang
tiffany jernigan