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SageMaker Python SDK v3.18.0

Modular release of the SageMaker Python SDK v3 (pip install sagemaker): sagemaker-core 2.18.0 · sagemaker-train 1.18.0 · sagemaker-serve 1.18.0 · sagemaker-mlops 1.18.0 · sagemaker (meta) 3.18.0

sagemaker-core (2.18.0)

Bug Fixes

  • Use the caller-provided session for the sagemaker control-plane client (#6107)
  • Remove dev-only endpoint override and fix SageMakerClient singleton pinning (#6120)
  • Drop tags before rebuilding TransformJob in transform() (#6110)
  • Telemetry INFO logging now prints only once per process (#6083)

sagemaker-train (1.18.0)

Bug Fixes

  • Assign SDK-managed channels to instance groups on heterogeneous clusters (#6116)
  • Fix agent_run_time inference from the attached input trainer (#6115)

sagemaker-serve (1.18.0)

New Features

  • Make BenchmarkResult sweep-aware for concurrency search runs (#6098)

Bug Fixes

  • Repack source_code for image_uri / ModelTrainer builds (#6112)

sagemaker-mlops (1.18.0)

New Features

  • Add lineage registration to DatasetBuilder (feature-store) (#6014)

Cross-cutting (build / test infrastructure)

  • Bump torch in sagemaker-train test data (#5432, [#5328])
  • Bump black 24.3.0 → 26.3.1 in /requirements/tox (#6119)
  • Remove codecov after_n_builds so single-submodule PRs report coverage (#6056)
  • Fix undefined STAGE in S3_TRAINING_DATA path (#6134)

Full changelog: https://github.com/aws/sagemaker-python-sdk/compare/v3.17.0...v3.18.0

Source: README.md, updated 2026-07-30