aws/sagemaker-python-sdk issues and pull requests

#3425 - Exception with ParameterString in PySparkProcessor.run() Method

Issue - State: open - Opened by dipanjank almost 3 years ago - 8 comments
Labels: type: bug, component: processing, PySpark

#3422 - Processing job in local mode should detect and default to the provided image ENTRYPOINT

Issue - State: open - Opened by AndreiVoinovTR almost 3 years ago
Labels: type: bug, component: local mode, component: pysdk-team

#3414 - Accept pipeline parameters as estimator/processor roles

Issue - State: closed - Opened by navaj0 almost 3 years ago - 3 comments
Labels: type: feature request, component: pipelines

#3404 - change: remove unused dependency protobuf3-to-dict

Pull Request - State: closed - Opened by zenogantner almost 3 years ago - 31 comments

#3397 - Can not set endpoint environment variables when deploying a model package

Issue - State: closed - Opened by l3ku almost 3 years ago - 2 comments
Labels: bug

#3396 - model.register() repackages model_data to session's default bucket when being passed entry_point, source_dir and model_data

Issue - State: closed - Opened by ViktorMalesevic almost 3 years ago - 1 comment
Labels: type: bug, component: Inference APIs and Interfaces, component: model

#3393 - Fix: Update Airflow prepare_framework Function to not use os.path.join

Pull Request - State: closed - Opened by GroovyDan almost 3 years ago - 13 comments

#3392 - SageMaker pipeline Caching Pipeline Steps not working for Transform step

Issue - State: closed - Opened by mouhannadali almost 3 years ago - 5 comments
Labels: bug, component: pipelines

#3390 - Use specified output_kms_key when packaging code with FrameworkProcessor

Pull Request - State: closed - Opened by szamarin about 3 years ago - 36 comments

#3389 - FrameworkProcessor does not use output_kms_key when uploading the code artifact

Issue - State: closed - Opened by szamarin about 3 years ago - 2 comments
Labels: bug

#3386 - .get_result() method of async endpoint response not working

Issue - State: closed - Opened by joaopcm1996 about 3 years ago - 4 comments
Labels: bug

#3381 - GIT_SSH script file handle not yet closed when clone command issued.

Issue - State: closed - Opened by croth1 about 3 years ago - 1 comment
Labels: bug, contributions welcome, Good First Issue

#3376 - Deploying Huggingface model into ml.inf1.xlarge succeeded, but ml.inf1.2xlarge failed

Issue - State: closed - Opened by tagucci about 3 years ago - 5 comments
Labels: bug, type: question, component: neo, HuggingFace, Neo

#3373 - change: Add PipelineVariable annotation to Amazon estimators

Pull Request - State: closed - Opened by qidewenwhen about 3 years ago - 23 comments

#3372 - update_endpoint does not support serverless_inference_config

Issue - State: open - Opened by WillBrennan about 3 years ago - 3 comments
Labels: type: feature request, serverless, component: async inference

#3367 - DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.

Issue - State: closed - Opened by humanzz about 3 years ago - 1 comment
Labels: bug

#3366 - fix: Pass KMS value to create processing job in S3 bucket with restrictions

Pull Request - State: closed - Opened by raj-oli about 3 years ago - 52 comments

#3362 - Configurable (or just much longer?) health-check timeout in local mode

Issue - State: open - Opened by athewsey about 3 years ago - 1 comment
Labels: type: feature request, component: local mode

#3361 - HuggingFaceModel does not properly accept script mode environment variables

Issue - State: closed - Opened by athewsey about 3 years ago - 1 comment
Labels: bug, contributions welcome, HuggingFace, Good First Issue

#3360 - Sagemaker: AttributeError: 'LocalSagemakerClient' object has no attribute 'create_feature_group'

Issue - State: open - Opened by akramIOT about 3 years ago - 1 comment
Labels: bug, type: question, Local Mode

#3357 - OOM when resuming training from checkpoint

Issue - State: open - Opened by renziver about 3 years ago - 1 comment
Labels: bug, HuggingFace

#3356 - sagemaker.session.download_data() is unable to download S3 content.

Issue - State: closed - Opened by anrikus about 3 years ago - 1 comment
Labels: bug

#3353 - Getting ImportError when trying to retrieve 'forecasting-deepar' image_uri

Issue - State: closed - Opened by taimaruuu about 3 years ago - 2 comments

#3349 - Passing PipelineVariable as hyperparameters for Framework Estimator fails

Issue - State: closed - Opened by AndreiVoinovTR about 3 years ago - 3 comments
Labels: type: feature request, component: pipelines

#3348 - Sagemaker local client invoke_endpoint returns different response than non local counterpart

Issue - State: open - Opened by gpiotti about 3 years ago
Labels: type: bug, component: local mode

#3341 - I keep get request_body as bytearray on sagemaker

Issue - State: closed - Opened by LiJell about 3 years ago - 1 comment
Labels: type: question

#3332 - Passed in session should be used for feature group ingest

Issue - State: open - Opened by sampoorna about 3 years ago - 3 comments
Labels: bug, component: feature store

#3331 - Increase shared memory for local mode

Issue - State: closed - Opened by bengruher about 3 years ago - 2 comments
Labels: bug, contributions welcome, Local Mode

#3329 - change: Add PipelineVariable annotation to framework estimators

Pull Request - State: closed - Opened by qidewenwhen about 3 years ago - 48 comments

#3328 - change: Add PipelineVariable annotation for all processor subclasses

Pull Request - State: closed - Opened by qidewenwhen about 3 years ago - 28 comments

#3319 - Huggingface estimator tries to import tensorflow when pytorch is defined

Issue - State: closed - Opened by marinone94 about 3 years ago - 3 comments
Labels: bug, HuggingFace

#3318 - incorrect py_version argument documentation

Issue - State: closed - Opened by surajkota about 3 years ago - 1 comment
Labels: type: documentation, component: training

#3315 - SKlearn model batch transform raise error when there is only 1 row of data

Issue - State: open - Opened by charlesdong1991 about 3 years ago - 4 comments
Labels: type: bug, scikit-learn, component: Inference APIs and Interfaces

#3298 - Runtime error when importing model

Issue - State: closed - Opened by mitchell-reid about 3 years ago - 2 comments

#3295 - New line causes ValidationException (potential race condition)

Issue - State: closed - Opened by l1x about 3 years ago - 2 comments
Labels: bug

#3292 - change: Disable displaying type hints in doc signature and add PipelineVariable annotations in docstring

Pull Request - State: closed - Opened by qidewenwhen about 3 years ago - 75 comments

#3281 - documentation: Fix tensorflow and pytorch supported version in HuggingFaceProcessor

Pull Request - State: closed - Opened by KangBK0120 about 3 years ago - 11 comments

#3279 - v2.102 crashes when launching Pytorch estimator job

Issue - State: closed - Opened by rahul003 about 3 years ago - 2 comments
Labels: bug

#3278 - ProcessingStep in SageMaker Pipelines - allow customisation of the S3 destination path

Issue - State: closed - Opened by tomaszdudek7 about 3 years ago - 6 comments

#3277 - Model monitor mix up features with target

Issue - State: open - Opened by arvgram about 3 years ago
Labels: type: bug, component: model monitor

#3269 - Clarify the source_dir argument in the FrameworkProcessor.run method

Issue - State: closed - Opened by wsykala about 3 years ago - 1 comment
Labels: type: documentation, component: processing

#3267 - AthenaDatasetDefinition has required params

Issue - State: open - Opened by hes-dev23 about 3 years ago
Labels: bug

#3264 - Feature definitions attribute is empty for an existing FeatureGroup

Issue - State: open - Opened by cpting about 3 years ago
Labels: type: bug, component: feature store

#3250 - Missing Tensorflow 2.9 inference image

Issue - State: closed - Opened by plumdog about 3 years ago - 2 comments
Labels: bug

#3243 - Inference of PyTorch Model when mapped to Elastic Inference Accelarator is 15 times slow as compared to the CPU inference

Issue - State: closed - Opened by Bilal-Yousaf about 3 years ago - 3 comments
Labels: bug, component: hosting

#3229 - SageMaker Image Classification - Validation accuracy inconsistent

Issue - State: open - Opened by rauldiaz about 3 years ago - 1 comment
Labels: bug, Pending information

#3226 - Support for Python 3.10

Issue - State: closed - Opened by mufaddal-rohawala about 3 years ago - 1 comment

#3225 - Local mode does not work on EC2 instances

Issue - State: closed - Opened by MatthewCaseres about 3 years ago - 3 comments
Labels: bug, contributions welcome, Local Mode, Docker

#3224 - Implementing model monitoring for image dataset.

Issue - State: open - Opened by Shradaya about 3 years ago
Labels: component: model monitor

#3213 - More typing in the codebase, specifically for FrameworkProcessors

Issue - State: open - Opened by MatthewCaseres about 3 years ago
Labels: type: maintenance, component: processing

#3210 - .predict_async(data) called on AsyncPredictor API fails if no name was provided to predictor

Issue - State: open - Opened by joaopcm1996 about 3 years ago - 1 comment
Labels: type: bug, component: async inference

#3209 - Model.compile ignores framework_version when compiling for ml_inf1

Issue - State: open - Opened by vprecup about 3 years ago - 1 comment
Labels: type: bug, PyTorch, component: neo, component: Inference APIs and Interfaces

#3208 - `metric_definitions` documentation claims arbitrary regex but requires metrics to be integers.

Issue - State: open - Opened by mkakodka-amzn over 3 years ago
Labels: type: bug

#3202 - fix: Support parameterized source code input for TrainingStep

Pull Request - State: closed - Opened by qidewenwhen over 3 years ago - 78 comments

#3200 - Custom s3 path for uploading spark configuration files

Issue - State: open - Opened by nebur395 over 3 years ago - 3 comments
Labels: type: feature request, component: pipelines

#3190 - change: Add PipelineVariable annotation in model base class and tensorflow estimator

Pull Request - State: closed - Opened by qidewenwhen over 3 years ago - 52 comments

#3189 - Use samekaer_session (LocalSession) in utils.py

Issue - State: open - Opened by ctselas7 over 3 years ago
Labels: type: feature request, type: maintenance

#3188 - change: Add PipelineVariable annotation in framework models

Pull Request - State: closed - Opened by qidewenwhen over 3 years ago - 38 comments

#3187 - change: Add PipelineVariable annotation in amazon models

Pull Request - State: closed - Opened by qidewenwhen over 3 years ago - 36 comments

#3181 - PyPI wheel

Issue - State: closed - Opened by groodt over 3 years ago - 9 comments
Labels: type: feature request

#3176 - Feature Group Athena Query allow setting the Athena workgroup, currently it only running in Primary workgroup of Athena

Issue - State: closed - Opened by rahulsing over 3 years ago - 1 comment
Labels: type: feature request

#3173 - Cannot load local file from Windows path

Issue - State: closed - Opened by JoseJuan98 over 3 years ago - 5 comments
Labels: type: feature request, OS: Windows

#3172 - LocalSession class does not accept default_bucket argument

Issue - State: closed - Opened by hossein-jazayeri over 3 years ago - 2 comments
Labels: type: feature request, component: local mode

#3169 - metadata storage available to all pipeline steps (read+write)

Issue - State: closed - Opened by jonathanhillwebsite over 3 years ago - 2 comments
Labels: type: feature request, component: pipelines

#3166 - FrameworkProcessor doesn't install packages in requirements.txt if it's in a Sagemaker Project

Issue - State: closed - Opened by mstfldmr over 3 years ago - 4 comments
Labels: bug, Pending information

#3162 - This one missing feature is ruining SageMaker Pipelines: Pipeline step reference + Str variable

Issue - State: closed - Opened by jonathanhillwebsite over 3 years ago - 3 comments
Labels: type: feature request, component: pipelines

#3161 - Add variant_name kwarg

Pull Request - State: closed - Opened by hardianlawi over 3 years ago - 45 comments

#3160 - TypeError: can only concatenate str (not "list") to str

Issue - State: closed - Opened by DanielRZapataS over 3 years ago - 3 comments
Labels: component: processing

#3159 - TensorFlow with Pipe mode example code might be wrong

Issue - State: open - Opened by mchoi8739 over 3 years ago - 1 comment
Labels: type: documentation

#3148 - Cannot pass preprocessing script uri as a pipeline parameter

Issue - State: closed - Opened by nadasaiyed over 3 years ago - 3 comments
Labels: type: feature request, component: pipelines

#3147 - setup.py sets upper bound on `importlib-metadata`

Issue - State: closed - Opened by dror-weiss over 3 years ago - 2 comments
Labels: bug

#3146 - fix: Fix Tensorflow default model_dir generation when output_path is pipeline variable

Pull Request - State: closed - Opened by qidewenwhen over 3 years ago - 12 comments

#3145 - fix: Support transformer data parameterization

Pull Request - State: closed - Opened by qidewenwhen over 3 years ago - 17 comments

#3130 - fix: Add back Prevent passing PipelineVariable object into image_uris.retrieve

Pull Request - State: closed - Opened by qidewenwhen over 3 years ago - 22 comments

#3127 - Cannot get code location from training job step

Issue - State: closed - Opened by jonathanhillwebsite over 3 years ago - 10 comments
Labels: component: pipelines

#3126 - Support retaining current desired instance count when updating endpoint

Issue - State: closed - Opened by torsjonas over 3 years ago - 1 comment
Labels: type: feature request, component: hosting

#3125 - add new sklearn release 1.0-1

Pull Request - State: closed - Opened by lorenzwalthert over 3 years ago - 16 comments

#3119 - change: Add more validations for pipeline step new interfaces

Pull Request - State: closed - Opened by qidewenwhen over 3 years ago - 49 comments

#3117 - Fs mutable param search

Pull Request - State: closed - Opened by mizanfiu over 3 years ago - 27 comments

#3101 - Hyperparameters not provided when using a `.sh` script as Estimator entrypoint

Issue - State: closed - Opened by Guillem96 over 3 years ago - 5 comments
Labels: type: bug, Pending information, PyTorch, component: hyperparameter tuning

#3100 - Setting AsyncPredictor.deserializer doesn't work

Issue - State: open - Opened by athewsey over 3 years ago - 1 comment
Labels: type: bug, component: async inference

#3099 - [Feature Request] Checkpoints in local mode

Issue - State: closed - Opened by austinmw over 3 years ago - 1 comment
Labels: type: feature request, Local Mode

#3096 - AWS CDK v2 incompatibility

Issue - State: closed - Opened by lsli8888 over 3 years ago - 6 comments
Labels: dependencies

#3090 - Feature Store methods are broken

Issue - State: closed - Opened by Guillem96 over 3 years ago - 5 comments
Labels: bug, contributions welcome, component: feature store

#3089 - TypeError: ABCMeta object got multiple values for keyword argument 'code_location'

Issue - State: open - Opened by heiko-hotz over 3 years ago
Labels: type: bug, HuggingFace, component: Inference APIs and Interfaces

#3086 - change: turn off Pipeline Parameter inheritance from python primitives

Pull Request - State: closed - Opened by qidewenwhen over 3 years ago - 57 comments

#3084 - SageMaker Bring Your Own Container - on local mode - connection to S3

Issue - State: closed - Opened by idanmoradarthas over 3 years ago - 6 comments

#3083 - SageMaker Bring Your Own Container on local mode - ProcessingOutput is not linked to local filesystem

Issue - State: open - Opened by idanmoradarthas over 3 years ago - 7 comments
Labels: type: feature request, component: local mode, Docker, component: pysdk-team

#3079 - AttributeError: 'CustomFramework' object has no attribute 'framework_version'

Issue - State: closed - Opened by jagadeesr over 3 years ago - 3 comments
Labels: bug, Custom Framework

#3071 - calling register() on SKLearn Estimator fails because of SKLearnModel().register() is called with too many arguments

Issue - State: closed - Opened by thisislb over 3 years ago - 4 comments
Labels: type: bug, scikit-learn

GitHub / aws/sagemaker-python-sdk issues and pull requests