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A library for training and deploying machine learning models on Amazon SageMaker

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Hi, The API Reference in the README still points to the sagemaker sdk v3 docs: "For detailed documentation, including the API reference, see [Read the Docs](https://sagemaker.readthedocs.io/)." Where is the API...

# Quick version ## The Problem - When calling `pipeline.upsert` ([code](https://github.com/qidewenwhen/sagemaker-python-sdk/blob/57c2b941d7bb712f2fe1870381e5ff2bc809ee66/src/sagemaker/workflow/pipeline.py)), if you pass in a`parallelism_config` value with the correct type of ParallelIismConfiguration like this: ``` pipeline.upsert( config.sm_role, parallelism_config=ParallelismConfiguration(max_parallel_execution_steps=5), )...

*Issue #, if available:* *Description of changes:* Adding EMR Serverless Step to SageMaker Pipelines *Testing done:* Unit test and integration test both pass locally ## Merge Checklist _Put an `x`...

Protect developers by removing static user paths from example docker files. *Issue #, if available:* *Description of changes:* By submitting this pull request, I confirm that you can use, modify,...

Hello, I find it always difficult to easily find what is the latest autogluon version supported, is it 1.3 from May 2025? or is support for 1.4 already implemented? Thanks

type: question
component: autogluon

你好 我尝试sagemaker jupyter notebook。 %pip install --quiet --upgrade transformers datasets sagemaker s3fs import sagemaker sess = sagemaker.Session() 发现就不可以,报错 AttributeError: module 'sagemaker' has no attribute 'Session'

Version 3.0.1 was recently released, with breaking changes (apparent removal of the `sagemaker.feature_store` module) for feature store. The [Python SDK documentation](https://sagemaker.readthedocs.io/en/stable/) has not been updated to include documentation for version...

**Describe the bug** I ran into the following error when trying to deploy a remote function (training job) with SageMaker using a custom docker container that I built. Importing from...

type: bug
component: pysdk-team

Bumps [torch](https://github.com/pytorch/pytorch) from 2.0.1+cpu to 2.8.0. Release notes Sourced from torch's releases. PyTorch 2.8.0 Release Notes Highlights Backwards Incompatible Changes Deprecations New Features Improvements Bug fixes Performance Documentation Developers Highlights...

dependencies
python

…erparameters *Issue #, if available:* *Description of changes:* This PR adds support for extracting `reward_lambda_arn` from Nova recipe files and passing it as a hyperparameter to SageMaker training jobs Changes...