v0.5.0

Stable ✅

What's Changed

This release includes the following new resources and updates:

• Pipeline Execution
  • ⚠️ retry_pipeline_execution is not supported via ACK operator and needs to be implemented at application level. The retry_pipeline_execution call needs to be sent to SageMaker directly and not through ACK SageMaker
• Pipeline
  • ⚠️ Pipeline does not support S3 location as input

New Features:

• Training Job resource now supports Managed warm pool, heterogeneous clusters through Instance Groups and Retry Strategy.
  • Warm pools are auto terminated if training job does not complete successfully.
• Training Job resource now supports Update Operations.
  • Update training job only supports adding new profiling configurations when training job is InProgress or to change warm pool retention length after training job completes

Commits

• fix: Use server side defaults for Train definitions by @ananth102 in #177
• Feature: Support RetryStrategy/InstanceGroups by @ananth102 in #175
• Initial pipeline resource by @ryansteakley in #178
• Initial pipeline-execution resource by @ryansteakley in #174
• check in status for lastModifiedTime pipelineResources by @ryansteakley in #182
• Feature: UpdateTrainingJob and warm pool support by @ananth102 in #179
• Test: Unit test for update training job by @ananth102 in #180
• Pipeline unit tests by @ryansteakley in #181
• Pipeline-Execution Unit Tests by @ryansteakley in #183
• Fix: generator.yaml indent by @ananth102 in #184
• release artifacts for release v0.5.0 by @ananth102 in #185

Full Changelog: v0.4.5...v0.5.0