aws/sagemaker-python-sdk issues and pull requests

#5279 - Supporting huggingface-tei version 1.8.1

Issue - State: closed - Opened by etiennekintzler 2 months ago - 1 comment
Labels: type: feature request, component: image uri

#5210 - support Text Embedding Inference TEI 1.7.2

Issue - State: closed - Opened by kandakji 5 months ago - 1 comment
Labels: type: feature request, component: container, component: image uri

#5131 - Enable passing column type to SHAPConfig in combination with ClarifyCheckStep

Issue - State: open - Opened by oskarklang-private 7 months ago
Labels: type: feature request, component: pipelines

#5079 - Add support for HF Pytorch Inference latest image

Issue - State: open - Opened by pagezyhf 8 months ago
Labels: type: feature request

#5053 - Officially support Python 3.12 and 3.13

Issue - State: open - Opened by lorenzwalthert 9 months ago
Labels: type: feature request, component: pysdk-team

#4643 - (Feature) Configurable cost info messages and limits when creating jobs and endpoints

Issue - State: open - Opened by athewsey over 1 year ago
Labels: type: feature request

#4555 - Multi-container endpoint SKLearn support unclear

Issue - State: open - Opened by stevenpitts over 1 year ago - 1 comment
Labels: type: feature request, component: hosting

#4444 - [Feature request]: Selectively execute a pipeline step which has upstream dependencies

Issue - State: open - Opened by aaravind100 over 1 year ago
Labels: type: feature request, component: pipelines

#4346 - Feat: function to call hf api for model md

Pull Request - State: closed - Opened by gwang111 almost 2 years ago - 16 comments
Labels: type: feature request, ModelBuilder

#4346 - Feat: function to call hf api for model md

Pull Request - State: closed - Opened by gwang111 almost 2 years ago - 16 comments
Labels: type: feature request, ModelBuilder

#4330 - Support for Hugginface multimodal models

Issue - State: open - Opened by vincentclaes almost 2 years ago - 3 comments
Labels: type: feature request, component: hosting, HuggingFace

#4320 - Output of function step is not compatible with `sagemaker.clarify.ModelConfig()`

Issue - State: open - Opened by acere almost 2 years ago - 2 comments
Labels: type: feature request, component: pipelines, component: clarify

#4318 - Programmatic way to get available training/inference containers.

Issue - State: open - Opened by Alex-Wenner-FHR almost 2 years ago - 1 comment
Labels: type: feature request, component: container

#4267 - Allow training jobs to have outputs and Property Files the same way processing jobs have

Issue - State: closed - Opened by lorenzwalthert almost 2 years ago - 2 comments
Labels: type: feature request

#4254 - Allow to specify `name` argument in `sagmaker.model.Model` as a pipeline variable

Issue - State: closed - Opened by lorenzwalthert about 2 years ago - 2 comments
Labels: type: feature request, component: pipelines

#4253 - Support the pipeline step `RegisterModel` in local mode

Issue - State: open - Opened by lorenzwalthert about 2 years ago
Labels: type: feature request, component: pipelines

#4218 - Allow customizing repack model step model output S3 URI

Issue - State: closed - Opened by l3ku about 2 years ago - 4 comments
Labels: type: feature request, type: planning, component: pipelines

#4144 - CodeArtifact login support for FrameworkProcessor Jobs

Issue - State: open - Opened by akuma12 about 2 years ago
Labels: type: feature request, component: training

#4140 - Parametrising spot instance use in a Sagemaker Pipeline is not possible

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

#4137 - docker compose v2

Issue - State: open - Opened by DRKolev-code about 2 years ago
Labels: bug, type: feature request, Docker

#4125 - @ remote support for multi-instance training job

Issue - State: open - Opened by sateeshmannar about 2 years ago - 1 comment
Labels: type: feature request, component: training, remote-function

#4119 - Support local source for `TrainingInput`

Issue - State: open - Opened by lorenzwalthert about 2 years ago
Labels: type: feature request, component: pipelines

#4114 - Processing job running in a pipeline can't load default experiment

Issue - State: closed - Opened by lorenzwalthert about 2 years ago - 7 comments
Labels: type: feature request, component: pipelines, component: experiments

#4098 - Support larger memory instance types for RepackModelStep

Issue - State: closed - Opened by michael-lum about 2 years ago - 3 comments
Labels: type: feature request, type: planning, component: pipelines

#4095 - Support for input and output filter for batch transform in sagemaker Local Mode

Issue - State: open - Opened by lorenzwalthert about 2 years ago
Labels: type: feature request, component: pipelines

#4094 - Allow non-py files to be uploaded to sagemaker remote jobs when include_local_workdir is enabled

Issue - State: closed - Opened by DJanyavula about 2 years ago - 1 comment
Labels: type: feature request, contributions welcome

#4040 - Enable processing and/or memory optimized instances when using sagemaker.remote_function's @remote decorator

Issue - State: open - Opened by diegodebrito over 2 years ago - 1 comment
Labels: type: feature request, component: training, remote-function

#4032 - Support tags in Model.register()

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

#4026 - Sagemaker Local mode with cached pip installs

Issue - State: open - Opened by danielfoguelman over 2 years ago - 1 comment
Labels: type: feature request, component: local mode

#4025 - Add possibility of opening additional ports for Local Mode

Issue - State: closed - Opened by j-adamczyk over 2 years ago
Labels: type: feature request, Local Mode

#3987 - Add container_startup_health_check_timeout arg to Predictor.update_endpoint

Issue - State: open - Opened by stevenpitts over 2 years ago
Labels: type: feature request, component: Inference APIs

#3980 - Programmatic creation of plots that can be created with Experiments in Sagemaker Studio

Issue - State: closed - Opened by lorenzwalthert over 2 years ago - 1 comment
Labels: type: feature request

#3975 - Support for huggingface-llm latest version on a faster cadence

Issue - State: closed - Opened by hlo-world over 2 years ago - 3 comments
Labels: type: feature request, HuggingFace

#3973 - Create Awaitable predict capability

Issue - State: open - Opened by hooman-bayer over 2 years ago - 10 comments
Labels: type: feature request, component: async inference

#3962 - `"FastFile"` for Processing Job Input

Issue - State: closed - Opened by lorenzwalthert over 2 years ago - 11 comments
Labels: type: feature request, component: pipelines

#3926 - Support Lambda - Reduce Size

Issue - State: closed - Opened by KlausSchaefers over 2 years ago - 6 comments
Labels: type: feature request, serverless

#3922 - Support for RetryPolicy in LambdaStep

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

#3846 - feature: Allow passing a PipelineVariable-dependent location to ScriptProcessor constructor's "code" argument

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

#3762 - Pipeline Repack step exec fails when _RepackModelStep.py and _repack_script_launcher.sh built from Windows OS context

Issue - State: open - Opened by Mathonal over 2 years ago - 2 comments
Labels: type: feature request, OS: Windows, component: pysdk-team

#3737 - Sagemaker doesn't convert path to module name properly

Issue - State: open - Opened by Rizhiy over 2 years ago - 2 comments
Labels: type: bug, type: feature request, component: pysdk-team

#3735 - Support Scale testing for FS on Lab CloudStack

Issue - State: closed - Opened by mimcdevitt over 2 years ago
Labels: type: feature request, Pending information

#3710 - Allow `sagemaker.experiments.run.Run` to log at encrypted bucket

Issue - State: closed - Opened by rodrigofp-possiblefinance over 2 years ago
Labels: type: feature request, component: experiments

#3691 - AutoGluon framework support

Issue - State: open - Opened by athewsey over 2 years ago
Labels: type: feature request, component: autogluon

#3659 - Docker Compose V2 compatibility for local mode

Issue - State: closed - Opened by dbpprt almost 3 years ago - 9 comments
Labels: type: feature request, Local Mode

#3651 - TuningStep changing sagemaker_job_name in StaticHyperParameters when run get pipeline definition and pipeline upsert and kill cache

Issue - State: closed - Opened by ZhangPei25 almost 3 years ago - 2 comments
Labels: type: feature request, component: pipelines

#3647 - ParameterInteger Could also get Enum values

Issue - State: closed - Opened by idanmoradarthas almost 3 years ago - 1 comment
Labels: type: feature request, component: pipelines

#3646 - Experiments/Runs, allow user-defined Run Group names

Issue - State: open - Opened by AndreiVoinovTR almost 3 years ago - 10 comments
Labels: type: feature request, component: experiments

#3636 - ModelPackage doesn't support SageMaker Pipeline parameter

Issue - State: closed - Opened by duk-amz almost 3 years ago - 2 comments
Labels: type: feature request, component: pipelines

#3635 - Random Seed in HPO can’t be pipeline parameter

Issue - State: closed - Opened by idanmoradarthas almost 3 years ago - 1 comment
Labels: type: feature request, component: pipelines

#3634 - Container log level for Estimator expects python logging package number and not ENUM string – can’t be a readable pipeline parameter as such

Issue - State: closed - Opened by idanmoradarthas almost 3 years ago - 1 comment
Labels: type: feature request, component: pipelines

#3633 - Estimator can’t take network configuration object as parameter. Instead, it asks for subnets, sg’s and network isolation flag for each

Issue - State: open - Opened by idanmoradarthas almost 3 years ago - 1 comment
Labels: type: feature request, component: training

#3626 - tfrecord support missing in local mode

Issue - State: open - Opened by gitrc almost 3 years ago
Labels: type: feature request, component: local mode, component: pysdk-team

#3565 - Feature Request: ability to "rejoin" the pipeline flow after a ConditionStep

Issue - State: closed - Opened by lodo1995 almost 3 years ago - 2 comments
Labels: type: feature request, component: pipelines

#3552 - Allow uploading custom, browsable charts to SageMaker Experiments

Issue - State: closed - Opened by tomaszdudek7 almost 3 years ago - 2 comments
Labels: type: feature request

#3551 - Covert job_arguments of a processing step into string at the execution phase and not upsert phase of Sagemaker's pipeline object

Issue - State: closed - Opened by idanmoradarthas almost 3 years ago - 4 comments
Labels: type: feature request, component: pipelines

#3550 - Add the ability to control a start point and an end point steps for Sagemaker's pipeline object

Issue - State: closed - Opened by idanmoradarthas almost 3 years ago - 1 comment
Labels: type: feature request, component: pipelines

#3549 - Add range radio button as parameter to Sagemaker's pipeline object

Issue - State: closed - Opened by idanmoradarthas almost 3 years ago - 1 comment
Labels: type: feature request, component: pipelines

#3548 - Add multi select list as parameter to Sagemaker's pipeline object

Issue - State: closed - Opened by idanmoradarthas almost 3 years ago - 1 comment
Labels: type: feature request, component: pipelines

#3512 - Allow user to specify default vpc_config, encryption, tag settings at the session level and apply these to any session call where not otherwise specified

Issue - State: closed - Opened by apriceaws almost 3 years ago - 1 comment
Labels: type: feature request, component: Utility APIs

#3505 - [Feature] Infer string feature type from pandas 'object' dtype

Issue - State: closed - Opened by athewsey almost 3 years ago - 1 comment
Labels: type: feature request, component: feature store

#3489 - Query Athena in the Pipeline Object with Parameters

Issue - State: open - Opened by idanmoradarthas almost 3 years ago - 2 comments
Labels: type: feature request, component: pipelines

#3488 - Extract Container ID when Using SageMaker Local Mode with ProcessingScript

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

#3481 - Support Neuron SDK model cache for Trainium training jobs

Issue - State: closed - Opened by juliensimon almost 3 years ago - 1 comment
Labels: type: feature request, aws neuron

#3470 - Support base_transform_job_name param in [Estimator|Model].transformer()

Issue - State: open - Opened by athewsey about 3 years ago
Labels: type: feature request, component: Inference APIs

#3469 - create_model() method on HyperparameterTuner

Issue - State: open - Opened by athewsey about 3 years ago
Labels: type: feature request, component: training

#3463 - Allow json_path in JsonGet to take a Parameter as input

Issue - State: closed - Opened by superlaut about 3 years ago - 1 comment
Labels: type: feature request, component: pipelines

#3459 - Define metrics for any pipeline step

Issue - State: closed - Opened by gcaria about 3 years ago - 1 comment
Labels: type: feature request, component: pipelines

#3456 - Add support for Transformers v4.24.0 DLC

Issue - State: closed - Opened by wildgeece96 about 3 years ago - 2 comments
Labels: type: feature request, HuggingFace

#3450 - Allow sagemaker.clarify.ModelConfig to use application/x-parquet for content_type & accept_type

Issue - State: open - Opened by alihelkhatib about 3 years ago
Labels: type: feature request, contributions welcome, component: clarify, Good First Issue

#3447 - The `ModelPackage.create` method is not using the provided `tags`

Issue - State: closed - Opened by diogomafra about 3 years ago - 1 comment
Labels: type: feature request, contributions welcome

#3445 - lambda_helper Lambda class does not support update_function_configuration

Issue - State: open - Opened by roudy-touma about 3 years ago - 4 comments
Labels: type: feature request, serverless, Lambda

#3414 - Accept pipeline parameters as estimator/processor roles

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

#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

#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

#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

#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

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

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

#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

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