aws/sagemaker-python-sdk

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

Estrellas: 2.3k
Forks: 1.3k
Issues abiertos para principiantes: 0
Issues indexados: 245
Merge medio: 1 d 22 h
PR fusionados (30 d): 35

Lenguaje dominante: Python
Licencia: Apache-2.0
Último push a GitHub: 11/9/2026
Última indexación: 14/9/2026
Guía de contribución: Guía de contribución
Código de conducta: Código de conducta
Etiquetas para principiantes: good first issue

Abierto Todos

206 issues abiertos indexados

MultiRecord Batch Transform is not working for a Multi container Model (Inference Pipeline) Abierto

component: Inference APIs and Interfaces type: bug type: logging/error reporting

aws/sagemaker-python-sdk#4042 · 0 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
Support Conditional Hyperparameter in AMT Abierto

component: training type: feature request

aws/sagemaker-python-sdk#4058 · 0 comentarios · 0 reacciones · 0 asignados · Indexado el 14/9/2026
Add configuration of loggers for PySpark Abierto

component: processing type: logging/error reporting

aws/sagemaker-python-sdk#4082 · 1 comentario · 1 reacción · 1 asignado · Indexado el 14/9/2026
Endpoint failing after initially passing ping health check Abierto

component: hosting type: bug

aws/sagemaker-python-sdk#4115 · 3 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
Document which JARs are available for PySparkProcessor by default Abierto

component: processing type: documentation

aws/sagemaker-python-sdk#4116 · 0 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
Something like a .sagemakerignore file option to allow for skipping of certain directories when creating source tar Abierto

component: pysdk-team type: feature request

aws/sagemaker-python-sdk#4187 · 4 comentarios · 10 reacciones · 0 asignados · Indexado el 14/9/2026
Programmatic way to get available training/inference containers. Abierto

component: container type: feature request

aws/sagemaker-python-sdk#4318 · 1 comentario · 0 reacciones · 0 asignados · Indexado el 14/9/2026
Output of function step is not compatible with `sagemaker.clarify.ModelConfig()` Abierto

component: clarify component: pipelines type: feature request

aws/sagemaker-python-sdk#4320 · 2 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
Encrypting code artifact with SSE-S3 instead of SSE-KMS Abierto

component: processing type: feature request

aws/sagemaker-python-sdk#4340 · 4 comentarios · 5 reacciones · 1 asignado · Indexado el 14/9/2026
`retrieve` to get lightgbm container returns pytorch inference container Abierto

component: image uri component: pysdk-team type: bug

aws/sagemaker-python-sdk#4373 · 1 comentario · 0 reacciones · 1 asignado · Indexado el 14/9/2026
Community feedback handling Abierto

aws/sagemaker-python-sdk#4380 · 11 comentarios · 12 reacciones · 1 asignado · Indexado el 14/9/2026
Library logs to stdout on import Abierto

component: debugger component: pysdk-team type: bug

aws/sagemaker-python-sdk#4387 · 1 comentario · 2 reacciones · 1 asignado · Indexado el 14/9/2026
Remove duplicate code between MultiModelServer and TorchServer Abierto

component: local mode component: utility apis type: feature request

aws/sagemaker-python-sdk#4402 · 0 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
Receiving configuration error when loading SageMaker Session Abierto

component: pysdk-team type: bug

aws/sagemaker-python-sdk#4403 · 2 comentarios · 2 reacciones · 1 asignado · Indexado el 14/9/2026
'LocalSagemakerClient' object has no attribute 'describe_user_profile' Abierto

component: pysdk-team type: bug

aws/sagemaker-python-sdk#4417 · 0 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
[Bug Report] Unable to use Join with pipeline parameters within ConditionGreaterThanOrEqualTo Abierto

component: pipelines type: feature request

aws/sagemaker-python-sdk#4418 · 4 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
[Feature request]: Selectively execute a pipeline step which has upstream dependencies Abierto

component: pipelines type: feature request

aws/sagemaker-python-sdk#4444 · 0 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
Feature Store Iceberg DataSource not implemented Abierto

type: feature request

aws/sagemaker-python-sdk#4445 · 0 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
Initialization of default JumpStart SageMaker Session is slow Abierto

component: jumpstart type: bug

aws/sagemaker-python-sdk#4468 · 2 comentarios · 6 reacciones · 1 asignado · Indexado el 14/9/2026
pip install from requirements.txt on SageMaker training jobs does not install from github repo Abierto

component: pysdk-team component: training type: bug

aws/sagemaker-python-sdk#4474 · 2 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
Multi-container endpoint SKLearn support unclear Abierto

component: hosting type: feature request

aws/sagemaker-python-sdk#4555 · 2 comentarios · 1 reacción · 1 asignado · Indexado el 14/9/2026
Sagemaker Repack-Model Error: ErrorMessage "" Command "/bin/sh -c ./_repack_script_launcher.sh --dependencies Abierto

component: model type: bug

aws/sagemaker-python-sdk#4588 · 0 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
Make all Pipeline Parameters hashable Abierto

component: pipelines type: feature request

aws/sagemaker-python-sdk#4601 · 0 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
(Feature) Configurable cost info messages and limits when creating jobs and endpoints Abierto

type: feature request

aws/sagemaker-python-sdk#4643 · 0 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
SageMaker Local Mode: Error for network sagemaker-local Abierto

component: local mode type: bug

aws/sagemaker-python-sdk#4659 · 2 comentarios · 1 reacción · 1 asignado · Indexado el 14/9/2026
Feature Store Data Lineage and Associated Executions Abierto

component: feature store

aws/sagemaker-python-sdk#4704 · 1 comentario · 0 reacciones · 1 asignado · Indexado el 14/9/2026
SageMaker Processing Job doesn't support FastFile Input Mode Abierto

component: processing type: bug

aws/sagemaker-python-sdk#4711 · 3 comentarios · 2 reacciones · 1 asignado · Indexado el 14/9/2026
No DataProcessing in local transform job Abierto

component: Inference APIs and Interfaces component: local mode type: bug

aws/sagemaker-python-sdk#4757 · 2 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
Sagemaker Local-Mode permission errors Abierto

type: bug

aws/sagemaker-python-sdk#4764 · 2 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
AsyncPredictor fails if name is None, despite it being the default Abierto

component: utility apis type: bug

aws/sagemaker-python-sdk#4774 · 1 comentario · 0 reacciones · 0 asignados · Indexado el 14/9/2026
Newline chars are not supported in sagemaker feature store string types Abierto

type: bug

aws/sagemaker-python-sdk#4776 · 0 comentarios · 1 reacción · 1 asignado · Indexado el 14/9/2026
SageMaker Batch currently doesn't support Model entity with container definitions which use ModelDataSource attribute Abierto

component: model type: feature request

aws/sagemaker-python-sdk#4777 · 0 comentarios · 6 reacciones · 1 asignado · Indexado el 14/9/2026
'base_job_name' parameter is not used to name the Processing Jobs that are created by the Model Monitoring Schedule Abierto

component: processing type: bug

aws/sagemaker-python-sdk#4783 · 0 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
Import/get data from bigquery Abierto

component: data wrangler type: feature request

aws/sagemaker-python-sdk#4791 · 0 comentarios · 0 reacciones · 0 asignados · Indexado el 14/9/2026
Error in using Clarify with AWS Jumpstart image classification models Abierto

type: bug

aws/sagemaker-python-sdk#4815 · 0 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
Can I create lambda step from ecr image by using Lambda class in lambda_help.py? Abierto

component: pipelines type: feature request

aws/sagemaker-python-sdk#4819 · 0 comentarios · 1 reacción · 1 asignado · Indexado el 14/9/2026
Allow user to configure compresslevel for tarfile in sagemaker.util.repack_model Abierto

type: feature request

aws/sagemaker-python-sdk#4832 · 0 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
Time Series Explainability - Mean on Baselines Abierto

component: clarify component: pysdk-team type: bug

aws/sagemaker-python-sdk#4854 · 0 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
Timeseries Explainability - Env vars are disabled. Abierto

component: clarify component: processing type: bug type: documentation

aws/sagemaker-python-sdk#4872 · 2 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
Explicit parameter to skip endpoint validation when creating a monitoring schedule Abierto

type: feature request

aws/sagemaker-python-sdk#4873 · 0 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
`kms_key` in `sagemaker.processing.Processor` should default to `output_kms_key` Abierto

component: processing type: bug

aws/sagemaker-python-sdk#4874 · 1 comentario · 0 reacciones · 1 asignado · Indexado el 14/9/2026
Improved ways of storing local code in S3 for ProcessingSteps Abierto

component: pipelines type: feature request

aws/sagemaker-python-sdk#4879 · 0 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
Tokenization inconsistency when deploying Mistral 7B Instruct v0.3 as SageMaker endpoint Abierto

component: Inference APIs and Interfaces type: bug

aws/sagemaker-python-sdk#4886 · 0 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
Ability to pass code argument as a Pipeline variable in SageMaker Script Processor Abierto

component: pipelines type: feature request type: question

aws/sagemaker-python-sdk#4918 · 2 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
Possible class or Enum for SageMaker Job Abierto

component: processing type: feature request

aws/sagemaker-python-sdk#4935 · 0 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
lambda_helper.py Abierto

component: container Docker

aws/sagemaker-python-sdk#4962 · 0 comentarios · 0 reacciones · 0 asignados · Indexado el 14/9/2026
Implements PythonScriptProcessor Abierto

type: feature request

aws/sagemaker-python-sdk#4968 · 1 comentario · 0 reacciones · 1 asignado · Indexado el 14/9/2026
sagemaker.local bug when inputs are binary files Abierto

component: pysdk-team contributions welcome type: bug type: question

aws/sagemaker-python-sdk#4996 · 1 comentario · 0 reacciones · 1 asignado · Indexado el 14/9/2026
`DeserializerWrapper` prevents the use of valid input Content-Types during inference - SageMaker endpoitns build with ModelBuilder and SchemaBuilder Abierto

component: Inference APIs and Interfaces type: bug

aws/sagemaker-python-sdk#5006 · 0 comentarios · 0 reacciones · 1 asignado · Indexado el 14/9/2026
ModelTrainer supports SDK Defaults Config but is not in the Documentations Abierto

component: pysdk-team type: documentation

aws/sagemaker-python-sdk#5016 · 0 comentarios · 1 reacción · 1 asignado · Indexado el 14/9/2026

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