Skip to content

Releases: aws/sagemaker-python-sdk

v2.78.0

07 Mar 23:21
Compare
Choose a tag to compare

Features

  • TensorFlow 2.4 for Neo
  • Data Serializer

Bug Fixes and Other Changes

  • Style update in DataSerializer
  • Remove sagemaker_job_name from hyperparameters in TrainingStep
  • reorganize test files for workflow
  • update code to get commit_id in codepipeline

v2.77.1

25 Feb 03:18
Compare
Choose a tag to compare

Bug Fixes and Other Changes

  • jumpstart model table

v2.77.0

22 Feb 22:00
Compare
Choose a tag to compare

Features

  • override jumpstart content bucket
  • jumpstart model id suggestions
  • adding customer metadata support to registermodel step

Bug Fixes and Other Changes

  • Improve Pipeline workflow unit test branch coverage
  • update lineage_trial_compoment get pipeline execution arn
  • Add lineage doc
  • Support primitive types for left value of ConditionSteps

v2.76.0

17 Feb 18:14
Compare
Choose a tag to compare

Features

  • Add FailStep Support for Sagemaker Pipeline

Bug Fixes and Other Changes

  • use recommended inference image uri from Neo API
  • pin test dependencies
  • Add exception in test_action
  • Update Static Endpoint
  • Add CMH to the non-P3 list

Documentation Changes

  • Support for generation of Jumpstart model table on build

v2.75.1

08 Feb 05:16
Compare
Choose a tag to compare

Bug Fixes and Other Changes

  • Add CMH to the non-P3 list

v2.75.0

05 Feb 05:59
Compare
Choose a tag to compare

Features

  • JumpStart Integration
  • Adds support for async inference
  • Update instance types for integ test

Bug Fixes and Other Changes

  • Revert "feature: CompilationStep support for Sagemaker Pipelines
  • gpu use p3/p2 per avail for region
  • jumpstart typo
  • pin pytest-xdist to avoid release failures
  • set sagemaker_connection and image_uri in register method
  • update to incorporate black v22, pin tox versions
  • Add deprecation warning in Clarify DataConfig

Documentation Changes

  • Jumpstart doc strings and added new sections
  • Add Jumpstart support documentation

v2.74.0

26 Jan 17:55
Compare
Choose a tag to compare

Features

  • Add support for SageMaker lineage queries context

Bug Fixes and Other Changes

  • support specifying a facet by its column index

Documentation Changes

  • more documentation for serverless inference

v2.73.0

19 Jan 02:16
Compare
Choose a tag to compare

Features

  • Add EMRStep support in Sagemaker pipeline
  • Adds Lineage queries in artifact, context and trial components
  • Add support for SageMaker lineage queries in action
  • Adds support for Serverless inference
  • support checkpoint to be passed from estimator
  • support JsonGet/Join parameterization in tuning step Hyperparameters
  • Support model pipelines in CreateModelStep
  • enable python 3.9
  • Add models_v2 under lineage context

Bug Fixes and Other Changes

  • allow kms_key to be passed for processing step
  • Remove duplicate vertex/edge in query lineage
  • update pricing link
  • Update CHANGELOG.md
  • fixes unnecessary session call while generating pipeline definition for lambda step

Documentation Changes

  • Enhance smddp 1.2.2 doc
  • Document the available ExecutionVariables

v2.72.3

10 Jan 19:39
Compare
Choose a tag to compare

Bug Fixes and Other Changes

  • update master from dev

v2.72.2

06 Jan 23:53
Compare
Choose a tag to compare

Bug Fixes and Other Changes

  • Update CHANGELOG.md
  • Increment static lineage pipeline
  • fix kmeans test deletion sequence, increment lineage statics
  • Re-deploy static integ test endpoint if it is not found
  • Add ContentType in test_auto_ml_describe
  • Model Registration with BYO scripts

Documentation Changes

  • SageMaker model parallel library 1.6.0 API doc