aws/sagemaker-python-sdk

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

Stars: 2.3k
Forks: 1.3k
Open beginner issues: 0
Indexed issues: 245
Avg merge: 1d 22h
Merged PRs (30d): 35

Dominant language: Python
License: Apache-2.0
Last GitHub push: Sep 11, 2026
Latest indexed: Sep 14, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: good first issue

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245 issues indexed so far

Importing SageMaker SDK fails with Pydantic v2: "Field name 'json' shadows BaseModel attribute Closed

component: pysdk-team type: bug

aws/sagemaker-python-sdk#5320 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
AttributeError: module 'sagemaker' has no attribute 'Session' Closed

component: pysdk-team type: bug

aws/sagemaker-python-sdk#5336 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
No new documentation for breaking feature store changes in 3.0.1 Open

component: feature store type: documentation

aws/sagemaker-python-sdk#5338 · 0 comments · 7 reactions · 0 assignees · Indexed Sep 14, 2026
ParamValidationError thrown when setting parallelism_config in pipeline.upsert, pipeline.create etc. Open

component: pipelines type: bug

aws/sagemaker-python-sdk#5354 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
ModelBuilder import issues in a SageMaker Studio Notebook Open

aws/sagemaker-python-sdk#5371 · 2 comments · 7 reactions · 0 assignees · Indexed Sep 14, 2026
V3 support for many tasks as possible in Huggingface, starting with "text-to-image" Open

aws/sagemaker-python-sdk#5390 · 0 comments · 3 reactions · 0 assignees · Indexed Sep 14, 2026
FeatureStore create_dataset() does not support cross-account Feature Store (shared Glue database name mismatch) Open

component: feature store type: feature request

aws/sagemaker-python-sdk#5412 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
ModelStep should have a 'adds_depends_on' class method Closed

component: pipelines type: bug

aws/sagemaker-python-sdk#5440 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
PartnerAppAuthProvider class support missing in 3.x (similar to 2.x) Closed

component: pysdk-team type: feature request

aws/sagemaker-python-sdk#5475 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Add ml.p5e.48xlarge to EFA instance lists in sagemaker-train and sagemaker-core Open

aws/sagemaker-python-sdk#5491 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
tensorflow: sm_drivers directory not found Open

aws/sagemaker-python-sdk#5493 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
TypeError: StoredFunction.__init__() got an unexpected keyword argument 'hmac_key' Open

component: pipelines type: bug

aws/sagemaker-python-sdk#5495 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Feat: Feature Store in Sagemaker SDK v3 Closed

aws/sagemaker-python-sdk#5496 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
MLFlow E2E Example Notebook Open

aws/sagemaker-python-sdk#5513 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Issue on page /api/sagemaker_train.html Open

aws/sagemaker-python-sdk#5530 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Make torch an optional dependency / extra Open

aws/sagemaker-python-sdk#5531 · 5 comments · 7 reactions · 0 assignees · Indexed Sep 14, 2026
PyTorch image_uris for graviton is outdated Open

aws/sagemaker-python-sdk#5532 · 1 comment · 1 reaction · 0 assignees · Indexed Sep 14, 2026
`ModelTrainer` in `Mode.LOCAL_CONTAINER` throws an error when cleaning up folders upon exiting the container Open

aws/sagemaker-python-sdk#5542 · 0 comments · 1 reaction · 0 assignees · Indexed Sep 14, 2026
Expand SFTTrainer API so Compute Can be Customized Open

aws/sagemaker-python-sdk#5543 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Local processing job fails when wait=True (default) Open

aws/sagemaker-python-sdk#5549 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Missing jumpstart region_config.json file on Sagemaker distribution (SDK v2) Closed

aws/sagemaker-python-sdk#5550 · 1 comment · 7 reactions · 0 assignees · Indexed Sep 14, 2026
Local processing job replaces local output location with S3 URI Closed

aws/sagemaker-python-sdk#5551 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
`ProcessingS3Output`'s `s3_uri` to be an optional field Open

aws/sagemaker-python-sdk#5559 · 0 comments · 2 reactions · 0 assignees · Indexed Sep 14, 2026
Rich logging still auto-enabled in sagemaker.core Open

aws/sagemaker-python-sdk#5561 · 2 comments · 1 reaction · 0 assignees · Indexed Sep 14, 2026
Local processing job requires role, but doesn't use it Open

aws/sagemaker-python-sdk#5562 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Contribute example with Sagemaker SDK v3 Open

aws/sagemaker-python-sdk#5567 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Support git_config parameter in SourceCode or ModelTrainer Open

aws/sagemaker-python-sdk#5571 · 0 comments · 2 reactions · 0 assignees · Indexed Sep 14, 2026
_LocalPipeline Uses Class-Level Mutable State for Execution Registry Open

aws/sagemaker-python-sdk#5572 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
ModelBuilder fails w/ DJL container using HF_MODEL_ID Open

aws/sagemaker-python-sdk#5588 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Can you support a parameter to increase shared memory bus? Open

aws/sagemaker-python-sdk#5592 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
LocalPipelineSession Mutates sagemaker_client by Injecting _pipelines Attribute Open

aws/sagemaker-python-sdk#5604 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
ModelPackage.get_all() fails with ParamValidationError for versioned packages in a model package group Open

aws/sagemaker-python-sdk#5606 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
ModelBuilder.deploy(update_endpoint=True) raises AttributeError on Session.create_endpoint_config() Open

aws/sagemaker-python-sdk#5609 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Feature Processor subpackage missing from sagemaker-mlops wheel Open

aws/sagemaker-python-sdk#5612 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
ModelTrainer and HyperparameterTuner missing environment variables Closed

aws/sagemaker-python-sdk#5613 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Pipeline parameters different behavior in comparison to v2 Open

component: pipelines type: bug

aws/sagemaker-python-sdk#5614 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
[Feature Request] Native sagemaker-mlflow integration in SageMaker Python SDK v3 — simplified authentication and MLflow tracking for training, experiment tracking, model registry, and deployment Open

component: experiments

aws/sagemaker-python-sdk#5619 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 14, 2026
HyperparameterTuner drops content_type when converting InputData to Channel Open

aws/sagemaker-python-sdk#5632 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Feature support pipeline name in base_job_name at ModelTrainer Open

aws/sagemaker-python-sdk#5638 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
No proper API reference is generated for SageMaker SDK v3 Open

aws/sagemaker-python-sdk#5648 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
[Bug]: PySDK V3: pydantic-core (2.42.0) incompatibility with sagemaker.ai_registry dataset import Open

aws/sagemaker-python-sdk#5652 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Unable to increase context length in SM serverless customizations Open

aws/sagemaker-python-sdk#5665 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Model builder unable to Open

aws/sagemaker-python-sdk#5667 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Add additional dependencies for ModelTrainer Open

aws/sagemaker-python-sdk#5668 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Support local source for sagemaker.core.shapes.ProcessingInput Open

aws/sagemaker-python-sdk#5672 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
load_feature_definitions_from_dataframe() doesn't recognize pandas nullable dtypes (Float64, Int64) Closed

aws/sagemaker-python-sdk#5675 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
ModelBuilder with source_code + DJL LMI: /opt/ml/model becomes read-only, breaking HF Hub model downloads Open

aws/sagemaker-python-sdk#5698 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
DataCaptureConfigSummary.kms_key_id is required but should be Optional — Endpoint.get() fails Open

aws/sagemaker-python-sdk#5738 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Support for docker compose > v2 Closed

aws/sagemaker-python-sdk#5739 · 0 comments · 2 reactions · 0 assignees · Indexed Sep 14, 2026
Fix CodeStyle Errors Open

aws/sagemaker-python-sdk#5741 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026

A short digest of beginner-friendly GitHub issues.