aws/sagemaker-python-sdk issues and pull requests

#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

#3761 - Add end of support messaging for DLCs

Pull Request - State: open - Opened by arjkesh over 2 years ago - 22 comments

#3758 - sagemaker:CreateProcessingJob don't recieve empty string unlike local mode that can handle it

Issue - State: closed - Opened by idanmoradarthas over 2 years ago - 1 comment
Labels: bug, component: processing

#3748 - DJLModel doesn't support ml.p4d.24xlarge for deployment

Issue - State: closed - Opened by andjsmi over 2 years ago - 1 comment
Labels: bug

#3743 - The `to_input_req` method of the TuningJobCompletionCriteriaConfig doesn't work and makes it unusable

Issue - State: open - Opened by konradsemsch over 2 years ago - 1 comment
Labels: bug

#3742 - %pip install --upgrade pip sagemaker==2.140.1 fails with error

Issue - State: closed - Opened by teraiyam over 2 years ago - 1 comment
Labels: bug

#3741 - [Feature - Hugging Face] Update Transformers 4.26 - TensorFlow 2.11.0 Image uri

Pull Request - State: closed - Opened by JingyaHuang over 2 years ago - 12 comments

#3740 - fix: adding .lower() so new Pandas dtypes will match the type lookup.

Pull Request - State: closed - Opened by brifordwylie over 2 years ago - 19 comments

#3738 - Update apache-airflow Version from 2.5.1 to 2.5.2

Pull Request - State: closed - Opened by vikas0203 over 2 years ago - 48 comments

#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

#3733 - Adding tag support for Sagemaker pipeline

Issue - State: closed - Opened by toytown over 2 years ago - 2 comments
Labels: type: question, component: pipelines

#3732 - passing configuration for spark processing job

Issue - State: open - Opened by ajaiswalgit over 2 years ago - 1 comment

#3725 - build(deps): bump apache-airflow from 2.4.1 to 2.5.2 in /requirements/extras

Pull Request - State: closed - Opened by dependabot[bot] over 2 years ago - 6 comments
Labels: dependencies

#3721 - Training job conflict error when installing local src

Issue - State: open - Opened by cirofdo over 2 years ago - 1 comment
Labels: bug

#3712 - Issue with registration of a SageMaker model

Issue - State: closed - Opened by Kedharkb over 2 years ago - 2 comments
Labels: type: question, component: pipelines

#3711 - Airflow docs operators list is out of date

Issue - State: closed - Opened by athewsey over 2 years ago
Labels: type: documentation

#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

#3707 - feat: New methods to ingest and create Feature Groups

Pull Request - State: closed - Opened by JoseJuan98 over 2 years ago - 103 comments

#3702 - sagemaker.image_uri.retrieve "container_version" parameter does not work as expected

Issue - State: open - Opened by arjkesh over 2 years ago
Labels: bug, component: Utility APIs

#3701 - fix: Fix integration test error in test_default_right_size_and_deploy_unregistered_base_model

Pull Request - State: closed - Opened by SSRraymond over 2 years ago

#3699 - KMS key not supported for FrameworkProcessor.run()

Issue - State: closed - Opened by huyqd over 2 years ago
Labels: bug

#3697 - fix: Avoid double encoding to JSON in InferenceRecommenderMixin

Pull Request - State: closed - Opened by SSRraymond over 2 years ago - 34 comments

#3691 - AutoGluon framework support

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

#3690 - Predictor: SSL validation failed

Issue - State: closed - Opened by jordanparker6 over 2 years ago - 4 comments
Labels: bug

#3681 - fix: Avoid 'AttributeError' for endpoint_name, if deploy() is not yet called

Pull Request - State: closed - Opened by ivan-khvostishkov over 2 years ago - 14 comments

#3677 - Deprecate from Error to Warning: "KMS key is not supported for NVMe instance storage"

Issue - State: closed - Opened by sermolin over 2 years ago - 2 comments
Labels: bug, type: logging/error reporting

#3674 - fix: Unable to attach estimator to training job when KeepAlivePeriodInSeconds specified

Pull Request - State: closed - Opened by TheOnly92 over 2 years ago - 6 comments

#3673 - list_runs doesn't work twice. Raises a ValueError about the name length of the run.

Issue - State: closed - Opened by JanetMatsen over 2 years ago - 3 comments
Labels: bug, component: experiments

#3671 - PyTorchModel deployment infinite loop due to bad requirements.txt

Issue - State: open - Opened by david-waterworth over 2 years ago
Labels: type: bug, PyTorch, component: Inference APIs and Interfaces

#3670 - [Feature - Hugging Face] Update Transformers 4.26 - PyTorch 1.13.1 Image uri

Pull Request - State: closed - Opened by JingyaHuang over 2 years ago - 44 comments

#3669 - [Feature - Hugging Face] Add new DLCs(transformers 4.26.0) to Image config

Issue - State: closed - Opened by JingyaHuang over 2 years ago - 4 comments
Labels: type: config missing

#3665 - update container version

Pull Request - State: closed - Opened by LLejoly over 2 years ago - 5 comments

#3663 - feat: cleanup temporary table in feature store dataset builder

Pull Request - State: closed - Opened by patrickmcarlos over 2 years ago - 6 comments

#3659 - Docker Compose V2 compatibility for local mode

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

#3650 - ProcessingOutput.feature_store_output.feature_group_name is not clear if it's only str or PipelineVariable can be used

Issue - State: closed - Opened by ecerulm over 2 years ago - 1 comment
Labels: type: documentation, component: feature store

#3647 - ParameterInteger Could also get Enum values

Issue - State: closed - Opened by idanmoradarthas over 2 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 over 2 years ago - 10 comments
Labels: type: feature request, component: experiments

#3642 - PropertyFile for ProcessingStep using FrameworkProcessor and step_args not recognized.

Issue - State: closed - Opened by carlryn over 2 years ago - 4 comments
Labels: type: question, component: pipelines

#3640 - Can't deploy pretrained model even after following the documentation

Issue - State: open - Opened by bhattbhuwan13 over 2 years ago - 5 comments
Labels: type: documentation

#3637 - Estimator local mode do not support dependencies

Issue - State: open - Opened by idanmoradarthas over 2 years ago
Labels: type: bug, component: local mode, component: pysdk-team

#3636 - ModelPackage doesn't support SageMaker Pipeline parameter

Issue - State: closed - Opened by duk-amz over 2 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 over 2 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 over 2 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 over 2 years ago - 1 comment
Labels: type: feature request, component: training

#3626 - tfrecord support missing in local mode

Issue - State: open - Opened by gitrc over 2 years ago
Labels: type: feature request, component: local mode, component: pysdk-team

#3619 - sagemaker limitations

Issue - State: open - Opened by Shaked35 over 2 years ago - 3 comments
Labels: bug

#3616 - PySparkProcessor - Possibility to choose different instance types for the driver node and the worker nodes

Issue - State: open - Opened by HarryPommier over 2 years ago - 1 comment
Labels: component: processing, PySpark

#3613 - bump docker-compose dependency to avoid dependency hell

Issue - State: closed - Opened by lorenzwalthert over 2 years ago - 3 comments

#3612 - Names of files partially matched by S3Prefix differ between local and remote job environments

Issue - State: open - Opened by macsaktr over 2 years ago
Labels: type: bug, component: local mode, component: pysdk-team

#3599 - Feature Request: Allow users to add local dependencies as arguments to SKLearnProcessor

Issue - State: open - Opened by WouterJTB over 2 years ago
Labels: scikit-learn

#3595 - Batch Transform can't load ML Flow format model

Issue - State: open - Opened by adamwrobel-ext-gd over 2 years ago - 1 comment
Labels: type: bug, component: batch

#3594 - feature: Add Extra Parameters to Lambda Function Wrapper

Pull Request - State: closed - Opened by dipanjank over 2 years ago - 27 comments

#3592 - Support protobuf 4

Issue - State: closed - Opened by hajapy over 2 years ago - 7 comments

#3590 - change: Enable Experiment integ test on beta clients

Pull Request - State: closed - Opened by qidewenwhen over 2 years ago - 29 comments

#3589 - documentation: updating SageMaker ReadTheDocs

Pull Request - State: open - Opened by chrstfu over 2 years ago - 11 comments

#3588 - SageMaker-2.128.0 Pipeline, ModelStep throws urllib AttributeError

Issue - State: closed - Opened by unitsarangi over 2 years ago - 4 comments
Labels: component: pipelines

#3586 - change: Enable load_run auto pass in experiment config

Pull Request - State: closed - Opened by qidewenwhen over 2 years ago - 41 comments

#3585 - change: Enable load_run without name args in Transform env

Pull Request - State: closed - Opened by qidewenwhen over 2 years ago - 48 comments

#3584 - Change: disable debugger by default

Pull Request - State: closed - Opened by yl-to over 2 years ago - 7 comments

#3569 - Fix typo in using_pytorch.rst

Pull Request - State: closed - Opened by ScherKhan over 2 years ago - 11 comments

#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

#3563 - Lambda boto3 wrappers doesn't have all the option that we need to create a lambda

Issue - State: closed - Opened by idanmoradarthas almost 3 years ago - 1 comment

#3560 - ScriptProcessor does not check local_code config before uploading code to S3

Issue - State: open - Opened by lodo1995 almost 3 years ago - 4 comments
Labels: type: bug, component: local mode, component: processing

#3557 - TransformStep transforms files it should not

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

#3539 - Added doc update for dataset builder

Pull Request - State: closed - Opened by mizanfiu almost 3 years ago - 14 comments

#3529 - change: Update package metadata

Pull Request - State: closed - Opened by ofek almost 3 years ago - 57 comments

#3529 - change: Update package metadata

Pull Request - State: closed - Opened by ofek almost 3 years ago - 58 comments

#3518 - For `Estimator`, `entry_point` is unnecessarily required to be at the root of `source_dir`.

Issue - State: open - Opened by stevenmanton almost 3 years ago - 4 comments
Labels: type: bug, component: training

#3517 - feature: Update run-notebook-test to consider skips failures

Pull Request - State: closed - Opened by claytonparnell almost 3 years ago - 47 comments

#3513 - Add `FrameworkProcessor` and inherited classes to the documentation

Issue - State: closed - Opened by paoloirrera almost 3 years ago
Labels: type: documentation

#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

#3494 - Baseline Job for ModelExplainabilityMonitor failing due to ClientError: An error occurred (ModelError) when calling the InvokeEndpoint operation (reached max retries: 0): Received server error (500)

Issue - State: open - Opened by irdanish11 almost 3 years ago - 1 comment
Labels: bug, component: clarify, component: model monitor

#3491 - Make sourcedir.tar.gz and repacked model.tar.gz structure consistent

Issue - State: open - Opened by plienhar almost 3 years ago
Labels: bug, component: Inference APIs

#3490 - feature: add support for SMDDP collectives in PytorchDDP distribution

Pull Request - State: closed - Opened by vishwakaria almost 3 years ago - 44 comments
Labels: do-not-merge

#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

#3479 - fix: integration test in anticipate of ProfilerConfig API changes

Pull Request - State: closed - Opened by zaoliu-aws almost 3 years ago - 11 comments

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

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

#3469 - create_model() method on HyperparameterTuner

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

#3466 - Calling Estimator.attach(...) does not populate `debugger_hook_config` so `latest_job_debugger_artifacts_path()` returns `None`

Issue - State: open - Opened by morelen17 almost 3 years ago
Labels: type: bug, component: training

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

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

#3462 - Lineage visualization

Pull Request - State: closed - Opened by jkasiraj almost 3 years ago - 18 comments

#3459 - Define metrics for any pipeline step

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

#3457 - fix: add environment key to model container only if it is not empty

Pull Request - State: closed - Opened by l3ku almost 3 years ago - 52 comments

#3456 - Add support for Transformers v4.24.0 DLC

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

#3455 - Training job not saved to S3 despite providing S3 output location due to no model artifact saved under path /opt/ml/model

Issue - State: closed - Opened by yshen92 almost 3 years ago - 3 comments
Labels: bug, component: training

#3454 - Estimator .fit() fails in Jakarta region with built-in algo, due to added "USE_SMDEBUG" environment variable when debugger is not supported

Issue - State: open - Opened by yudho almost 3 years ago
Labels: bug, component: training

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