Changelog

All notable changes to this project will be documented in this file.
sagerender adheres to Semantic Versioning.

2.x Releases

2.1.x Releases - 2.1.0 | 2.1.1 | 2.1.2 | 2.1.3
2.0.x Releases - 2.0.0

1.x Releases

1.6.x Releases - 1.6.0
1.5.x Releases - 1.5.0 | 1.5.1 | 1.5.2
1.4.x Releases - 1.4.0
1.3.x Releases - 1.3.0
1.2.x Releases - 1.2.0 | 1.2.1 | 1.2.2 | 1.2.3
1.1.x Releases - 1.1.0
1.0.x Releases - 1.0.0
1.0.0-alpha Releases - 1.0.0-alpha0 | 1.0.0-alpha1 | 1.0.0-alpha2 | 1.0.0-alpha3

Unreleased

Added

Updated

Deprecated

Removed

Fixed

2.1.3

Added

Added License information in pyproject.toml

2.1.2

Fixed

Fixed Github organization

2.1.1

Updated

Updated third party dependencies.

2.1.0

Updated

Updated cerberus configuration to make host as required
- Added by Mohamed Abdul Huq Ismail in Pull Request #31

2.0.0

Added

Add support for configuring Pipeline Experiments
- Added by Mohamed Abdul Huq Ismail in Pull Request #30
Add support for configuring Pipeline Definition
- Added by Mohamed Abdul Huq Ismail in Pull Request #30
Add support for resolving generic enums by defining factory_enum
- Added by Mohamed Abdul Huq Ismail in Pull Request #30
Add support for all missing SageMaker Pipeline Step Types
- Added by Mohamed Abdul Huq Ismail in Pull Request #30
Add support for resolving environment variables defined in YAML using ${ENV_VAR} syntax
- Added by Mohamed Abdul Huq Ismail in Pull Request #30
Add support for providing resource configuration as part of the YAML configuration as an alternative.
- Added by Mohamed Abdul Huq Ismail in Pull Request #30

Updated

Updated PipelineBuilder class to use StepModel to instantiate the appropriate step based on the configuration keys
- Updated by Mohamed Abdul Huq Ismail in Pull Request #30
Updated yaml to load using ruamel.yaml instead of PyYaml as ruamel.yaml supports YAML 1.2 specification.
- Updated by Mohamed Abdul Huq Ismail in Pull Request #30

Removed

Removed StepBuilder class in favor of StepModel that uses pydantic to validate and instantiate the correct SageMaker Pipeline Step
- Removed by Mohamed Abdul Huq Ismail in Pull Request #30
Removed support for inputs and outputs base dictionaries for Processing Steps in favor of factory functions
- Removed by Mohamed Abdul Huq Ismail in Pull Request #30

1.6.0

Added

Add support for ParallelismConfiguration
- Added by Mohamed Abdul Huq Ismail in Pull Request #28
Add support for SageMaker Pipeline Variables which includes SageMaker Primitive Types and Functions.
- Added by Mohamed Abdul Huq Ismail in Pull Request #28
Add support for SageMaker Properties
- Added by Mohamed Abdul Huq Ismail in Pull Request #28

Updated

Update third-party dependencies to latest available stable versions.
- Updated by Mohamed Abdul Huq Ismail in Pull Request #28
Update pre-commit hooks to latest available stable versions.
- Updated by Mohamed Abdul Huq Ismail in Pull Request #28

1.5.2

Fixed

Fixed logging to set up log handler and formatter in a secure way.
- Fixed by Mohamed Abdul Huq Ismail in Pull Request #29
Fixed Docker image and addressed security concerns reported by Sonar Scan.
- Fixed by Mohamed Abdul Huq Ismail in Pull Request #29

1.5.1

Added

Added module level annotations
- Added by Divyanshu Narendra in Pull Request #26

1.5.0

Added

Add session_bucket key to pipeline YAML definition to configure pipeline session bucket
- Added by Mohamed Abdul Huq Ismail in Pull Request #25

1.4.0

Added

Add support for Retry Policies to Sagerender
- Added by Hari Ramachandran in Pull Request #21

1.3.0

Added

Add CacheConfig possibility to Sagerender
- Added by Saniya Lakka in Pull Request #17

1.2.3

Updated

enable passing --debug to run_pipeline in order to have logs for the pipeline return to local environment.
- Added by Matthew Baron in Pull Request #18

1.2.2

Updated

Update sagemaker version to > 2.159.0 and PyYaml version to >6.0.0. This is to enable default_bucket_prefix for sagemaker Pipeline which is available from 2.158.0
Add optional arg to upsert_pipeline cli to support default_bucket_prefix
- Added by Rose Jones in Pull Request #15

1.2.1

Fixed

Some step kwargs parameters were not being replaced with sagemaker parameters.
- Added by Matt Struble in Pull Request #14

1.2.0

Added

Added support for parameter substitution for any of the step arguments.
- Added by Matt Struble in Pull Request #13

1.1.0

Added

Added support for Python3.10
- Added by Sławomir Strehlau in Pull Request #11

1.0.0

Added

Added support for all processors in processing step type.
- Added by Mohamed Abdul Huq Ismail in Pull Request #11

Updated

Updated upsert-pipeline CLI to use PipelineSession as recommended by AWS
- Updated by Mohamed Abdul Huq Ismail in Pull Request #11
processor.get_run_args is updated to processor.run due to future deprecation of the former by sagemaker python-sdk.
- Updated by Mohamed Abdul Huq Ismail in Pull Request #11
job_arguments in step_kwargs needs to be refactored to arguments.
- Updated by Mohamed Abdul Huq Ismail in Pull Request #11

1.0.0-alpha3

Fixed

Fixed script path for SageRender CLI.
- Fixed by Tanushri Sundar in Pull Request #9

1.0.0-alpha2

Added

Added PipelineBuilder to build SageMaker pipeline.
- Added by Mohamed Abdul Huq Ismail in Pull Request #8
Added StepBuilder to build SageMaker pipeline.
- Added by Mohamed Abdul Huq Ismail in Pull Request #8
Added simple documentation to use SageRender.
- Added by Mohamed Abdul Huq Ismail in Pull Request #8
Added support for running pipeline in local mode.
- Added by Mohamed Abdul Huq Ismail in Pull Request #8

Updated

Updated CLI to use SageRender interface.
- Updated by Mohamed Abdul Huq Ismail in Pull Request #8
Refactored code to use classes and objects.
- Updated by Mohamed Abdul Huq Ismail in Pull Request #8
Refactored step_args to step_kwargs for defining processing step kwargs.
- Updated by Mohamed Abdul Huq Ismail in Pull Request #8

1.0.0-alpha1

Added

Added support to configure sagemaker pipeline name.
- Added by Mohamed Abdul Huq Ismail in Pull Request #6

1.0.0-alpha0

Added

Added Cerberus integration to retrieve team specific resource and network configurations.
- Added by Mohamed Abdul Huq Ismail in Pull Request #5
Added support for upsert-pipeline cli.
- Added by Mohamed Abdul Huq Ismail in Pull Request #5
Added PipelineBlueprint to deal with hierarchical configurations.
- - Added by Mohamed Abdul Huq Ismail in Pull Request #5

Updated

Renamed sagemakerparser to sagerender.
- Updated by Mohamed Abdul Huq Ismail in Pull Request #5
Updated run-pipeline cli.
- Updated by Mohamed Abdul Huq Ismail in Pull Request #5

Removed

Removed legacy files and examples.
- Removed by Mohamed Abdul Huq Ismail in Pull Request #5