v0.5.1

What's Changed

• Update to ACK runtime v0.21.0, code-generator v0.21.0 by @ananth102 in #186
• release artifacts for release v0.5.1 by @ananth102 in #187

Full Changelog: v0.5.0...v0.5.1

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

v0.4.5

What's Changed

• Update to ACK runtime to v0.20.1, code-generator to commit 6e2ffbc3b which has some fixes on top of v0.20.1 release
  • Includes new helm value for role label
• Updated the aws-sdk-go to v1.44.93 (some of the field are left out of the code-gen)
• Updated the acktest to commit 0bf619e46

Commits :

• Added migrate resources note to README by @judyheflin in #169
• Regenerate controller using code-generator commit 6e2ffbc by @akartsky in #171
• Update acktest Framework by @ryansteakley in #172
• release artifacts for release v0.4.5 by @akartsky in #173
• @judyheflin made their first contribution in #169

Full Changelog: v0.4.4...v0.4.5

v0.4.4

What's Changed

• Update to ACK runtime v0.20.0, code-generator v0.20.0 by @ack-bot in #170

Full Changelog: v0.4.3...v0.4.4

v0.4.3

Stable ✅

What's Changed

• Handle server side default for inputDataConfig in TrainingJob by @surajkota in #168
• release artifacts for release v0.4.3 by @surajkota in #167

Full Changelog: v0.4.2...v0.4.3

v0.4.2

What's Changed

• Fix late initialization field by @ananth102 in #165
• Release artifacts for release v0.4.2 by @ananth102 in #166

Full Changelog: v0.4.1...v0.4.2

v0.4.1

What's Changed

• Fix delta bug by @ananth102 in #163
• release artifacts for release v0.4.1 by @ryansteakley in #164

Full Changelog: v0.4.0...v0.4.1

v0.4.0

What's Changed

• Updated aws-sdk-go to v1.42.28 version which supports ml.g5 training-job instances.

Additional Fields for ModelPackage

• AdditionalInferenceSpecifications
• SamplePayloadURL
• Domain

v0.3.4

What's Changed

• Update to ACK runtime v0.19.3, code-generator v0.19.3 by @ack-bot in #160

Full Changelog: v0.3.3...v0.3.4

v0.3.3

What's Changed

• Update to ACK runtime v0.19.2, code-generator v0.19.2 by @ack-bot in #159

Full Changelog: v0.3.2...v0.3.3