sagemaker-python-sdk

Bug Fixes and Other Changes

• preserve model_dir bool value
• refactor out batch transform job input generation

Bug Fixes and Other Changes

• include more notebook tests, logger to warn
• include managed spot training notebook test
• add missing account IDs for af-south-1 and eu-south-1

Features

• add network isolation support for PipelineModel
• forward-port v1 names as deprecated aliases

Bug Fixes and Other Changes

• include additional docstyle improvements
• check optional keyword before accessing
• use local updated args; use train_max_wait
• cross-platform file URI for Processing
• update kwargs target attribute

Documentation Changes

• fix Spark class links
• kwargs descriptions include clickable links
• fix broken link to moved notebook

Features

• upgrade Neo MxNet to 1.7

Bug Fixes and Other Changes

• add a condition to retrieve correct image URI for xgboost

Features

• add xgboost framework version 1.2-1

Bug Fixes and Other Changes

• revert "feature: upgrade Neo MxNet to 1.7 (#1928)"

Features

• upgrade Neo MxNet to 1.7

Features

• Add SDK support for SparkML Serving Container version 2.4

Bug Fixes and Other Changes

• pin pytest version <6.1.0 to avoid pytest-rerunfailures breaking changes
• temporarily skip the MxNet Neo test until we fix them

Documentation Changes

• fix conda setup for docs

Bug Fixes and Other Changes

• add missing account IDs for af-south-1 and eu-south-1

Testing and Release Infrastructure

• update release build integ test command
• remove canary_quick pytest mark
• fix release buildspec pytest command flag order
• update buildspecs for v1

Features

• add inferentia pytorch inference container config

Bug Fixes and Other Changes

• allow kms encryption upload for processing

Bug Fixes and Other Changes

• update spark image_uri config with eu-north-1 account

Features

• add MXNet 1.7.0 images

Documentation Changes

• removed Kubernetes workflow content

Features

• add spark processing support to processing jobs

Bug Fixes and Other Changes

• remove DataFrame assert from unrelated test

Features

• reshape Parents into experiment analytics dataframe

Features

• add model monitor image accounts for af-south-1 and eu-south-1

Bug Fixes and Other Changes

• enforce some docstyle conventions

Documentation Changes

• fix CSVSerializer typo in v2.rst

Bug Fixes and Other Changes

• update PyTorch 1.6.0 inference image uri config
• set use_spot_instances and max_wait as init params from job description
• run integ tests when image_uri_config jsons are changed
• Revert "fix: update pytorch inference 1.6 image uri config (#1873)"
• update pytorch inference 1.6 image uri config

Documentation Changes

• fix typo in v2.rst

Testing and Release Infrastructure

• fix PyTorch inference packed model integ test

Bug Fixes and Other Changes

• update max_run_wait to max_wait in v2.rst for estimator parameters
• Updating regional account ids for af-south-1 and eu-south-1
• add account ids for af-south-1 and eu-south-1 for debugger rules

Bug Fixes and Other Changes

• Revert "change: update image uri config for pytorch 1.6.0 inference (#1864)"
• update image uri config for pytorch 1.6.0 inference
• add missing framework version image uri config

Bug Fixes and Other Changes

• refactor normalization of args for processing
• set TF 2.1.1 as highest py2 version for TF
• decrease integ test concurrency and increase delay between retries

Bug Fixes and Other Changes

• formatting changes from updates to black