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diff --git a/python-mypy-boto3-sagemaker.spec b/python-mypy-boto3-sagemaker.spec new file mode 100644 index 0000000..8e90efd --- /dev/null +++ b/python-mypy-boto3-sagemaker.spec @@ -0,0 +1,6292 @@ +%global _empty_manifest_terminate_build 0 +Name: python-mypy-boto3-sagemaker +Version: 1.26.106 +Release: 1 +Summary: Type annotations for boto3.SageMaker 1.26.106 service generated with mypy-boto3-builder 7.14.5 +License: MIT License +URL: https://github.com/youtype/mypy_boto3_builder +Source0: https://mirrors.nju.edu.cn/pypi/web/packages/a6/e4/1075693a7291b9b1bbb8b90d2337bd03ab0ae72ed4d3403c03445fb3ee29/mypy-boto3-sagemaker-1.26.106.tar.gz +BuildArch: noarch + +Requires: python3-typing-extensions + +%description +<a id="mypy-boto3-sagemaker"></a> + +# mypy-boto3-sagemaker + +[](https://pypi.org/project/mypy-boto3-sagemaker) +[](https://pypi.org/project/mypy-boto3-sagemaker) +[](https://youtype.github.io/boto3_stubs_docs/mypy_boto3_sagemaker/) +[](https://pypistats.org/packages/mypy-boto3-sagemaker) + + + +Type annotations for +[boto3.SageMaker 1.26.106](https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/sagemaker.html#SageMaker) +service compatible with [VSCode](https://code.visualstudio.com/), +[PyCharm](https://www.jetbrains.com/pycharm/), +[Emacs](https://www.gnu.org/software/emacs/), +[Sublime Text](https://www.sublimetext.com/), +[mypy](https://github.com/python/mypy), +[pyright](https://github.com/microsoft/pyright) and other tools. + +Generated by +[mypy-boto3-builder 7.14.5](https://github.com/youtype/mypy_boto3_builder). + +More information can be found on +[boto3-stubs](https://pypi.org/project/boto3-stubs/) page and in +[mypy-boto3-sagemaker docs](https://youtype.github.io/boto3_stubs_docs/mypy_boto3_sagemaker/). + +See how it helps to find and fix potential bugs: + + + +- [mypy-boto3-sagemaker](#mypy-boto3-sagemaker) + - [How to install](#how-to-install) + - [VSCode extension](#vscode-extension) + - [From PyPI with pip](#from-pypi-with-pip) + - [How to uninstall](#how-to-uninstall) + - [Usage](#usage) + - [VSCode](#vscode) + - [PyCharm](#pycharm) + - [Emacs](#emacs) + - [Sublime Text](#sublime-text) + - [Other IDEs](#other-ides) + - [mypy](#mypy) + - [pyright](#pyright) + - [Explicit type annotations](#explicit-type-annotations) + - [Client annotations](#client-annotations) + - [Paginators annotations](#paginators-annotations) + - [Waiters annotations](#waiters-annotations) + - [Literals](#literals) + - [Typed dictionaries](#typed-dictionaries) + - [How it works](#how-it-works) + - [What's new](#what's-new) + - [Implemented features](#implemented-features) + - [Latest changes](#latest-changes) + - [Versioning](#versioning) + - [Thank you](#thank-you) + - [Documentation](#documentation) + - [Support and contributing](#support-and-contributing) + +<a id="how-to-install"></a> + +## How to install + +<a id="vscode-extension"></a> + +### VSCode extension + +Add +[AWS Boto3](https://marketplace.visualstudio.com/items?itemName=Boto3typed.boto3-ide) +extension to your VSCode and run `AWS boto3: Quick Start` command. + +Click `Modify` and select `boto3 common` and `SageMaker`. + +<a id="from-pypi-with-pip"></a> + +### From PyPI with pip + +Install `boto3-stubs` for `SageMaker` service. + +```bash +# install with boto3 type annotations +python -m pip install 'boto3-stubs[sagemaker]' + + +# Lite version does not provide session.client/resource overloads +# it is more RAM-friendly, but requires explicit type annotations +python -m pip install 'boto3-stubs-lite[sagemaker]' + + +# standalone installation +python -m pip install mypy-boto3-sagemaker +``` + +<a id="how-to-uninstall"></a> + +## How to uninstall + +```bash +python -m pip uninstall -y mypy-boto3-sagemaker +``` + +<a id="usage"></a> + +## Usage + +<a id="vscode"></a> + +### VSCode + +- Install + [Python extension](https://marketplace.visualstudio.com/items?itemName=ms-python.python) +- Install + [Pylance extension](https://marketplace.visualstudio.com/items?itemName=ms-python.vscode-pylance) +- Set `Pylance` as your Python Language Server +- Install `boto3-stubs[sagemaker]` in your environment: + +```bash +python -m pip install 'boto3-stubs[sagemaker]' +``` + +Both type checking and code completion should now work. No explicit type +annotations required, write your `boto3` code as usual. + +<a id="pycharm"></a> + +### PyCharm + +Install `boto3-stubs-lite[sagemaker]` in your environment: + +```bash +python -m pip install 'boto3-stubs-lite[sagemaker]'` +``` + +Both type checking and code completion should now work. Explicit type +annotations **are required**. + +Use `boto3-stubs` package instead for implicit type discovery. + +<a id="emacs"></a> + +### Emacs + +- Install `boto3-stubs` with services you use in your environment: + +```bash +python -m pip install 'boto3-stubs[sagemaker]' +``` + +- Install [use-package](https://github.com/jwiegley/use-package), + [lsp](https://github.com/emacs-lsp/lsp-mode/), + [company](https://github.com/company-mode/company-mode) and + [flycheck](https://github.com/flycheck/flycheck) packages +- Install [lsp-pyright](https://github.com/emacs-lsp/lsp-pyright) package + +```elisp +(use-package lsp-pyright + :ensure t + :hook (python-mode . (lambda () + (require 'lsp-pyright) + (lsp))) ; or lsp-deferred + :init (when (executable-find "python3") + (setq lsp-pyright-python-executable-cmd "python3")) + ) +``` + +- Make sure emacs uses the environment where you have installed `boto3-stubs` + +Type checking should now work. No explicit type annotations required, write +your `boto3` code as usual. + +<a id="sublime-text"></a> + +### Sublime Text + +- Install `boto3-stubs[sagemaker]` with services you use in your environment: + +```bash +python -m pip install 'boto3-stubs[sagemaker]' +``` + +- Install [LSP-pyright](https://github.com/sublimelsp/LSP-pyright) package + +Type checking should now work. No explicit type annotations required, write +your `boto3` code as usual. + +<a id="other-ides"></a> + +### Other IDEs + +Not tested, but as long as your IDE supports `mypy` or `pyright`, everything +should work. + +<a id="mypy"></a> + +### mypy + +- Install `mypy`: `python -m pip install mypy` +- Install `boto3-stubs[sagemaker]` in your environment: + +```bash +python -m pip install 'boto3-stubs[sagemaker]'` +``` + +Type checking should now work. No explicit type annotations required, write +your `boto3` code as usual. + +<a id="pyright"></a> + +### pyright + +- Install `pyright`: `npm i -g pyright` +- Install `boto3-stubs[sagemaker]` in your environment: + +```bash +python -m pip install 'boto3-stubs[sagemaker]' +``` + +Optionally, you can install `boto3-stubs` to `typings` folder. + +Type checking should now work. No explicit type annotations required, write +your `boto3` code as usual. + +<a id="explicit-type-annotations"></a> + +## Explicit type annotations + +<a id="client-annotations"></a> + +### Client annotations + +`SageMakerClient` provides annotations for `boto3.client("sagemaker")`. + +```python +from boto3.session import Session + +from mypy_boto3_sagemaker import SageMakerClient + +client: SageMakerClient = Session().client("sagemaker") + +# now client usage is checked by mypy and IDE should provide code completion +``` + +<a id="paginators-annotations"></a> + +### Paginators annotations + +`mypy_boto3_sagemaker.paginator` module contains type annotations for all +paginators. + +```python +from boto3.session import Session + +from mypy_boto3_sagemaker import SageMakerClient +from mypy_boto3_sagemaker.paginator import ( + ListActionsPaginator, + ListAlgorithmsPaginator, + ListAliasesPaginator, + ListAppImageConfigsPaginator, + ListAppsPaginator, + ListArtifactsPaginator, + ListAssociationsPaginator, + ListAutoMLJobsPaginator, + ListCandidatesForAutoMLJobPaginator, + ListCodeRepositoriesPaginator, + ListCompilationJobsPaginator, + ListContextsPaginator, + ListDataQualityJobDefinitionsPaginator, + ListDeviceFleetsPaginator, + ListDevicesPaginator, + ListDomainsPaginator, + ListEdgeDeploymentPlansPaginator, + ListEdgePackagingJobsPaginator, + ListEndpointConfigsPaginator, + ListEndpointsPaginator, + ListExperimentsPaginator, + ListFeatureGroupsPaginator, + ListFlowDefinitionsPaginator, + ListHumanTaskUisPaginator, + ListHyperParameterTuningJobsPaginator, + ListImageVersionsPaginator, + ListImagesPaginator, + ListInferenceExperimentsPaginator, + ListInferenceRecommendationsJobStepsPaginator, + ListInferenceRecommendationsJobsPaginator, + ListLabelingJobsPaginator, + ListLabelingJobsForWorkteamPaginator, + ListLineageGroupsPaginator, + ListModelBiasJobDefinitionsPaginator, + ListModelCardExportJobsPaginator, + ListModelCardVersionsPaginator, + ListModelCardsPaginator, + ListModelExplainabilityJobDefinitionsPaginator, + ListModelMetadataPaginator, + ListModelPackageGroupsPaginator, + ListModelPackagesPaginator, + ListModelQualityJobDefinitionsPaginator, + ListModelsPaginator, + ListMonitoringAlertHistoryPaginator, + ListMonitoringAlertsPaginator, + ListMonitoringExecutionsPaginator, + ListMonitoringSchedulesPaginator, + ListNotebookInstanceLifecycleConfigsPaginator, + ListNotebookInstancesPaginator, + ListPipelineExecutionStepsPaginator, + ListPipelineExecutionsPaginator, + ListPipelineParametersForExecutionPaginator, + ListPipelinesPaginator, + ListProcessingJobsPaginator, + ListSpacesPaginator, + ListStageDevicesPaginator, + ListStudioLifecycleConfigsPaginator, + ListSubscribedWorkteamsPaginator, + ListTagsPaginator, + ListTrainingJobsPaginator, + ListTrainingJobsForHyperParameterTuningJobPaginator, + ListTransformJobsPaginator, + ListTrialComponentsPaginator, + ListTrialsPaginator, + ListUserProfilesPaginator, + ListWorkforcesPaginator, + ListWorkteamsPaginator, + SearchPaginator, +) + +client: SageMakerClient = Session().client("sagemaker") + +# Explicit type annotations are optional here +# Types should be correctly discovered by mypy and IDEs +list_actions_paginator: ListActionsPaginator = client.get_paginator("list_actions") +list_algorithms_paginator: ListAlgorithmsPaginator = client.get_paginator("list_algorithms") +list_aliases_paginator: ListAliasesPaginator = client.get_paginator("list_aliases") +list_app_image_configs_paginator: ListAppImageConfigsPaginator = client.get_paginator( + "list_app_image_configs" +) +list_apps_paginator: ListAppsPaginator = client.get_paginator("list_apps") +list_artifacts_paginator: ListArtifactsPaginator = client.get_paginator("list_artifacts") +list_associations_paginator: ListAssociationsPaginator = client.get_paginator("list_associations") +list_auto_ml_jobs_paginator: ListAutoMLJobsPaginator = client.get_paginator("list_auto_ml_jobs") +list_candidates_for_auto_ml_job_paginator: ListCandidatesForAutoMLJobPaginator = ( + client.get_paginator("list_candidates_for_auto_ml_job") +) +list_code_repositories_paginator: ListCodeRepositoriesPaginator = client.get_paginator( + "list_code_repositories" +) +list_compilation_jobs_paginator: ListCompilationJobsPaginator = client.get_paginator( + "list_compilation_jobs" +) +list_contexts_paginator: ListContextsPaginator = client.get_paginator("list_contexts") +list_data_quality_job_definitions_paginator: ListDataQualityJobDefinitionsPaginator = ( + client.get_paginator("list_data_quality_job_definitions") +) +list_device_fleets_paginator: ListDeviceFleetsPaginator = client.get_paginator("list_device_fleets") +list_devices_paginator: ListDevicesPaginator = client.get_paginator("list_devices") +list_domains_paginator: ListDomainsPaginator = client.get_paginator("list_domains") +list_edge_deployment_plans_paginator: ListEdgeDeploymentPlansPaginator = client.get_paginator( + "list_edge_deployment_plans" +) +list_edge_packaging_jobs_paginator: ListEdgePackagingJobsPaginator = client.get_paginator( + "list_edge_packaging_jobs" +) +list_endpoint_configs_paginator: ListEndpointConfigsPaginator = client.get_paginator( + "list_endpoint_configs" +) +list_endpoints_paginator: ListEndpointsPaginator = client.get_paginator("list_endpoints") +list_experiments_paginator: ListExperimentsPaginator = client.get_paginator("list_experiments") +list_feature_groups_paginator: ListFeatureGroupsPaginator = client.get_paginator( + "list_feature_groups" +) +list_flow_definitions_paginator: ListFlowDefinitionsPaginator = client.get_paginator( + "list_flow_definitions" +) +list_human_task_uis_paginator: ListHumanTaskUisPaginator = client.get_paginator( + "list_human_task_uis" +) +list_hyper_parameter_tuning_jobs_paginator: ListHyperParameterTuningJobsPaginator = ( + client.get_paginator("list_hyper_parameter_tuning_jobs") +) +list_image_versions_paginator: ListImageVersionsPaginator = client.get_paginator( + "list_image_versions" +) +list_images_paginator: ListImagesPaginator = client.get_paginator("list_images") +list_inference_experiments_paginator: ListInferenceExperimentsPaginator = client.get_paginator( + "list_inference_experiments" +) +list_inference_recommendations_job_steps_paginator: ListInferenceRecommendationsJobStepsPaginator = client.get_paginator( + "list_inference_recommendations_job_steps" +) +list_inference_recommendations_jobs_paginator: ListInferenceRecommendationsJobsPaginator = ( + client.get_paginator("list_inference_recommendations_jobs") +) +list_labeling_jobs_paginator: ListLabelingJobsPaginator = client.get_paginator("list_labeling_jobs") +list_labeling_jobs_for_workteam_paginator: ListLabelingJobsForWorkteamPaginator = ( + client.get_paginator("list_labeling_jobs_for_workteam") +) +list_lineage_groups_paginator: ListLineageGroupsPaginator = client.get_paginator( + "list_lineage_groups" +) +list_model_bias_job_definitions_paginator: ListModelBiasJobDefinitionsPaginator = ( + client.get_paginator("list_model_bias_job_definitions") +) +list_model_card_export_jobs_paginator: ListModelCardExportJobsPaginator = client.get_paginator( + "list_model_card_export_jobs" +) +list_model_card_versions_paginator: ListModelCardVersionsPaginator = client.get_paginator( + "list_model_card_versions" +) +list_model_cards_paginator: ListModelCardsPaginator = client.get_paginator("list_model_cards") +list_model_explainability_job_definitions_paginator: ListModelExplainabilityJobDefinitionsPaginator = client.get_paginator( + "list_model_explainability_job_definitions" +) +list_model_metadata_paginator: ListModelMetadataPaginator = client.get_paginator( + "list_model_metadata" +) +list_model_package_groups_paginator: ListModelPackageGroupsPaginator = client.get_paginator( + "list_model_package_groups" +) +list_model_packages_paginator: ListModelPackagesPaginator = client.get_paginator( + "list_model_packages" +) +list_model_quality_job_definitions_paginator: ListModelQualityJobDefinitionsPaginator = ( + client.get_paginator("list_model_quality_job_definitions") +) +list_models_paginator: ListModelsPaginator = client.get_paginator("list_models") +list_monitoring_alert_history_paginator: ListMonitoringAlertHistoryPaginator = client.get_paginator( + "list_monitoring_alert_history" +) +list_monitoring_alerts_paginator: ListMonitoringAlertsPaginator = client.get_paginator( + "list_monitoring_alerts" +) +list_monitoring_executions_paginator: ListMonitoringExecutionsPaginator = client.get_paginator( + "list_monitoring_executions" +) +list_monitoring_schedules_paginator: ListMonitoringSchedulesPaginator = client.get_paginator( + "list_monitoring_schedules" +) +list_notebook_instance_lifecycle_configs_paginator: ListNotebookInstanceLifecycleConfigsPaginator = client.get_paginator( + "list_notebook_instance_lifecycle_configs" +) +list_notebook_instances_paginator: ListNotebookInstancesPaginator = client.get_paginator( + "list_notebook_instances" +) +list_pipeline_execution_steps_paginator: ListPipelineExecutionStepsPaginator = client.get_paginator( + "list_pipeline_execution_steps" +) +list_pipeline_executions_paginator: ListPipelineExecutionsPaginator = client.get_paginator( + "list_pipeline_executions" +) +list_pipeline_parameters_for_execution_paginator: ListPipelineParametersForExecutionPaginator = ( + client.get_paginator("list_pipeline_parameters_for_execution") +) +list_pipelines_paginator: ListPipelinesPaginator = client.get_paginator("list_pipelines") +list_processing_jobs_paginator: ListProcessingJobsPaginator = client.get_paginator( + "list_processing_jobs" +) +list_spaces_paginator: ListSpacesPaginator = client.get_paginator("list_spaces") +list_stage_devices_paginator: ListStageDevicesPaginator = client.get_paginator("list_stage_devices") +list_studio_lifecycle_configs_paginator: ListStudioLifecycleConfigsPaginator = client.get_paginator( + "list_studio_lifecycle_configs" +) +list_subscribed_workteams_paginator: ListSubscribedWorkteamsPaginator = client.get_paginator( + "list_subscribed_workteams" +) +list_tags_paginator: ListTagsPaginator = client.get_paginator("list_tags") +list_training_jobs_paginator: ListTrainingJobsPaginator = client.get_paginator("list_training_jobs") +list_training_jobs_for_hyper_parameter_tuning_job_paginator: ListTrainingJobsForHyperParameterTuningJobPaginator = client.get_paginator( + "list_training_jobs_for_hyper_parameter_tuning_job" +) +list_transform_jobs_paginator: ListTransformJobsPaginator = client.get_paginator( + "list_transform_jobs" +) +list_trial_components_paginator: ListTrialComponentsPaginator = client.get_paginator( + "list_trial_components" +) +list_trials_paginator: ListTrialsPaginator = client.get_paginator("list_trials") +list_user_profiles_paginator: ListUserProfilesPaginator = client.get_paginator("list_user_profiles") +list_workforces_paginator: ListWorkforcesPaginator = client.get_paginator("list_workforces") +list_workteams_paginator: ListWorkteamsPaginator = client.get_paginator("list_workteams") +search_paginator: SearchPaginator = client.get_paginator("search") +``` + +<a id="waiters-annotations"></a> + +### Waiters annotations + +`mypy_boto3_sagemaker.waiter` module contains type annotations for all waiters. + +```python +from boto3.session import Session + +from mypy_boto3_sagemaker import SageMakerClient +from mypy_boto3_sagemaker.waiter import ( + EndpointDeletedWaiter, + EndpointInServiceWaiter, + ImageCreatedWaiter, + ImageDeletedWaiter, + ImageUpdatedWaiter, + ImageVersionCreatedWaiter, + ImageVersionDeletedWaiter, + NotebookInstanceDeletedWaiter, + NotebookInstanceInServiceWaiter, + NotebookInstanceStoppedWaiter, + ProcessingJobCompletedOrStoppedWaiter, + TrainingJobCompletedOrStoppedWaiter, + TransformJobCompletedOrStoppedWaiter, +) + +client: SageMakerClient = Session().client("sagemaker") + +# Explicit type annotations are optional here +# Types should be correctly discovered by mypy and IDEs +endpoint_deleted_waiter: EndpointDeletedWaiter = client.get_waiter("endpoint_deleted") +endpoint_in_service_waiter: EndpointInServiceWaiter = client.get_waiter("endpoint_in_service") +image_created_waiter: ImageCreatedWaiter = client.get_waiter("image_created") +image_deleted_waiter: ImageDeletedWaiter = client.get_waiter("image_deleted") +image_updated_waiter: ImageUpdatedWaiter = client.get_waiter("image_updated") +image_version_created_waiter: ImageVersionCreatedWaiter = client.get_waiter("image_version_created") +image_version_deleted_waiter: ImageVersionDeletedWaiter = client.get_waiter("image_version_deleted") +notebook_instance_deleted_waiter: NotebookInstanceDeletedWaiter = client.get_waiter( + "notebook_instance_deleted" +) +notebook_instance_in_service_waiter: NotebookInstanceInServiceWaiter = client.get_waiter( + "notebook_instance_in_service" +) +notebook_instance_stopped_waiter: NotebookInstanceStoppedWaiter = client.get_waiter( + "notebook_instance_stopped" +) +processing_job_completed_or_stopped_waiter: ProcessingJobCompletedOrStoppedWaiter = ( + client.get_waiter("processing_job_completed_or_stopped") +) +training_job_completed_or_stopped_waiter: TrainingJobCompletedOrStoppedWaiter = client.get_waiter( + "training_job_completed_or_stopped" +) +transform_job_completed_or_stopped_waiter: TransformJobCompletedOrStoppedWaiter = client.get_waiter( + "transform_job_completed_or_stopped" +) +``` + +<a id="literals"></a> + +### Literals + +`mypy_boto3_sagemaker.literals` module contains literals extracted from shapes +that can be used in user code for type checking. + +```python +from mypy_boto3_sagemaker.literals import ( + ActionStatusType, + AlgorithmSortByType, + AlgorithmStatusType, + AppImageConfigSortKeyType, + AppInstanceTypeType, + AppNetworkAccessTypeType, + AppSecurityGroupManagementType, + AppSortKeyType, + AppStatusType, + AppTypeType, + ArtifactSourceIdTypeType, + AssemblyTypeType, + AssociationEdgeTypeType, + AsyncNotificationTopicTypesType, + AthenaResultCompressionTypeType, + AthenaResultFormatType, + AuthModeType, + AutoMLAlgorithmType, + AutoMLChannelTypeType, + AutoMLJobObjectiveTypeType, + AutoMLJobSecondaryStatusType, + AutoMLJobStatusType, + AutoMLMetricEnumType, + AutoMLMetricExtendedEnumType, + AutoMLModeType, + AutoMLProcessingUnitType, + AutoMLS3DataTypeType, + AutoMLSortByType, + AutoMLSortOrderType, + AwsManagedHumanLoopRequestSourceType, + BatchStrategyType, + BooleanOperatorType, + CandidateSortByType, + CandidateStatusType, + CandidateStepTypeType, + CapacitySizeTypeType, + CaptureModeType, + CaptureStatusType, + ClarifyFeatureTypeType, + ClarifyTextGranularityType, + ClarifyTextLanguageType, + CodeRepositorySortByType, + CodeRepositorySortOrderType, + CompilationJobStatusType, + CompleteOnConvergenceType, + CompressionTypeType, + ConditionOutcomeType, + ContainerModeType, + ContentClassifierType, + DataDistributionTypeType, + DetailedAlgorithmStatusType, + DetailedModelPackageStatusType, + DeviceDeploymentStatusType, + DeviceSubsetTypeType, + DirectInternetAccessType, + DirectionType, + DomainStatusType, + EdgePackagingJobStatusType, + EdgePresetDeploymentStatusType, + EdgePresetDeploymentTypeType, + EndpointConfigSortKeyType, + EndpointDeletedWaiterName, + EndpointInServiceWaiterName, + EndpointSortKeyType, + EndpointStatusType, + ExecutionRoleIdentityConfigType, + ExecutionStatusType, + FailureHandlingPolicyType, + FeatureGroupSortByType, + FeatureGroupSortOrderType, + FeatureGroupStatusType, + FeatureStatusType, + FeatureTypeType, + FileSystemAccessModeType, + FileSystemTypeType, + FlowDefinitionStatusType, + FrameworkType, + HubContentSortByType, + HubContentStatusType, + HubContentTypeType, + HubSortByType, + HubStatusType, + HumanTaskUiStatusType, + HyperParameterScalingTypeType, + HyperParameterTuningAllocationStrategyType, + HyperParameterTuningJobObjectiveTypeType, + HyperParameterTuningJobSortByOptionsType, + HyperParameterTuningJobStatusType, + HyperParameterTuningJobStrategyTypeType, + HyperParameterTuningJobWarmStartTypeType, + ImageCreatedWaiterName, + ImageDeletedWaiterName, + ImageSortByType, + ImageSortOrderType, + ImageStatusType, + ImageUpdatedWaiterName, + ImageVersionCreatedWaiterName, + ImageVersionDeletedWaiterName, + ImageVersionSortByType, + ImageVersionSortOrderType, + ImageVersionStatusType, + InferenceExecutionModeType, + InferenceExperimentStatusType, + InferenceExperimentStopDesiredStateType, + InferenceExperimentTypeType, + InputModeType, + InstanceTypeType, + JobTypeType, + JoinSourceType, + LabelingJobStatusType, + LastUpdateStatusValueType, + LineageTypeType, + ListActionsPaginatorName, + ListAlgorithmsPaginatorName, + ListAliasesPaginatorName, + ListAppImageConfigsPaginatorName, + ListAppsPaginatorName, + ListArtifactsPaginatorName, + ListAssociationsPaginatorName, + ListAutoMLJobsPaginatorName, + ListCandidatesForAutoMLJobPaginatorName, + ListCodeRepositoriesPaginatorName, + ListCompilationJobsPaginatorName, + ListCompilationJobsSortByType, + ListContextsPaginatorName, + ListDataQualityJobDefinitionsPaginatorName, + ListDeviceFleetsPaginatorName, + ListDeviceFleetsSortByType, + ListDevicesPaginatorName, + ListDomainsPaginatorName, + ListEdgeDeploymentPlansPaginatorName, + ListEdgeDeploymentPlansSortByType, + ListEdgePackagingJobsPaginatorName, + ListEdgePackagingJobsSortByType, + ListEndpointConfigsPaginatorName, + ListEndpointsPaginatorName, + ListExperimentsPaginatorName, + ListFeatureGroupsPaginatorName, + ListFlowDefinitionsPaginatorName, + ListHumanTaskUisPaginatorName, + ListHyperParameterTuningJobsPaginatorName, + ListImageVersionsPaginatorName, + ListImagesPaginatorName, + ListInferenceExperimentsPaginatorName, + ListInferenceRecommendationsJobStepsPaginatorName, + ListInferenceRecommendationsJobsPaginatorName, + ListInferenceRecommendationsJobsSortByType, + ListLabelingJobsForWorkteamPaginatorName, + ListLabelingJobsForWorkteamSortByOptionsType, + ListLabelingJobsPaginatorName, + ListLineageGroupsPaginatorName, + ListModelBiasJobDefinitionsPaginatorName, + ListModelCardExportJobsPaginatorName, + ListModelCardVersionsPaginatorName, + ListModelCardsPaginatorName, + ListModelExplainabilityJobDefinitionsPaginatorName, + ListModelMetadataPaginatorName, + ListModelPackageGroupsPaginatorName, + ListModelPackagesPaginatorName, + ListModelQualityJobDefinitionsPaginatorName, + ListModelsPaginatorName, + ListMonitoringAlertHistoryPaginatorName, + ListMonitoringAlertsPaginatorName, + ListMonitoringExecutionsPaginatorName, + ListMonitoringSchedulesPaginatorName, + ListNotebookInstanceLifecycleConfigsPaginatorName, + ListNotebookInstancesPaginatorName, + ListPipelineExecutionStepsPaginatorName, + ListPipelineExecutionsPaginatorName, + ListPipelineParametersForExecutionPaginatorName, + ListPipelinesPaginatorName, + ListProcessingJobsPaginatorName, + ListSpacesPaginatorName, + ListStageDevicesPaginatorName, + ListStudioLifecycleConfigsPaginatorName, + ListSubscribedWorkteamsPaginatorName, + ListTagsPaginatorName, + ListTrainingJobsForHyperParameterTuningJobPaginatorName, + ListTrainingJobsPaginatorName, + ListTransformJobsPaginatorName, + ListTrialComponentsPaginatorName, + ListTrialsPaginatorName, + ListUserProfilesPaginatorName, + ListWorkforcesPaginatorName, + ListWorkforcesSortByOptionsType, + ListWorkteamsPaginatorName, + ListWorkteamsSortByOptionsType, + MetricSetSourceType, + ModelApprovalStatusType, + ModelCacheSettingType, + ModelCardExportJobSortByType, + ModelCardExportJobSortOrderType, + ModelCardExportJobStatusType, + ModelCardProcessingStatusType, + ModelCardSortByType, + ModelCardSortOrderType, + ModelCardStatusType, + ModelCardVersionSortByType, + ModelInfrastructureTypeType, + ModelMetadataFilterTypeType, + ModelPackageGroupSortByType, + ModelPackageGroupStatusType, + ModelPackageSortByType, + ModelPackageStatusType, + ModelPackageTypeType, + ModelSortKeyType, + ModelVariantActionType, + ModelVariantStatusType, + MonitoringAlertHistorySortKeyType, + MonitoringAlertStatusType, + MonitoringExecutionSortKeyType, + MonitoringJobDefinitionSortKeyType, + MonitoringProblemTypeType, + MonitoringScheduleSortKeyType, + MonitoringTypeType, + NotebookInstanceAcceleratorTypeType, + NotebookInstanceDeletedWaiterName, + NotebookInstanceInServiceWaiterName, + NotebookInstanceLifecycleConfigSortKeyType, + NotebookInstanceLifecycleConfigSortOrderType, + NotebookInstanceSortKeyType, + NotebookInstanceSortOrderType, + NotebookInstanceStatusType, + NotebookInstanceStoppedWaiterName, + NotebookOutputOptionType, + ObjectiveStatusType, + OfflineStoreStatusValueType, + OperatorType, + OrderKeyType, + ParameterTypeType, + PipelineExecutionStatusType, + PipelineStatusType, + ProblemTypeType, + ProcessingInstanceTypeType, + ProcessingJobCompletedOrStoppedWaiterName, + ProcessingJobStatusType, + ProcessingS3CompressionTypeType, + ProcessingS3DataDistributionTypeType, + ProcessingS3DataTypeType, + ProcessingS3InputModeType, + ProcessingS3UploadModeType, + ProcessorType, + ProductionVariantAcceleratorTypeType, + ProductionVariantInstanceTypeType, + ProfilingStatusType, + ProjectSortByType, + ProjectSortOrderType, + ProjectStatusType, + RStudioServerProAccessStatusType, + RStudioServerProUserGroupType, + RecommendationJobStatusType, + RecommendationJobTypeType, + RecommendationStepTypeType, + RecordWrapperType, + RedshiftResultCompressionTypeType, + RedshiftResultFormatType, + RepositoryAccessModeType, + ResourceTypeType, + RetentionTypeType, + RootAccessType, + RuleEvaluationStatusType, + S3DataDistributionType, + S3DataTypeType, + SagemakerServicecatalogStatusType, + ScheduleStatusType, + SearchPaginatorName, + SearchSortOrderType, + SecondaryStatusType, + SortActionsByType, + SortArtifactsByType, + SortAssociationsByType, + SortByType, + SortContextsByType, + SortExperimentsByType, + SortInferenceExperimentsByType, + SortLineageGroupsByType, + SortOrderType, + SortPipelineExecutionsByType, + SortPipelinesByType, + SortTrialComponentsByType, + SortTrialsByType, + SpaceSortKeyType, + SpaceStatusType, + SplitTypeType, + StageStatusType, + StepStatusType, + StudioLifecycleConfigAppTypeType, + StudioLifecycleConfigSortKeyType, + TableFormatType, + TargetDeviceType, + TargetPlatformAcceleratorType, + TargetPlatformArchType, + TargetPlatformOsType, + TrafficRoutingConfigTypeType, + TrafficTypeType, + TrainingInputModeType, + TrainingInstanceTypeType, + TrainingJobCompletedOrStoppedWaiterName, + TrainingJobEarlyStoppingTypeType, + TrainingJobSortByOptionsType, + TrainingJobStatusType, + TrainingRepositoryAccessModeType, + TransformInstanceTypeType, + TransformJobCompletedOrStoppedWaiterName, + TransformJobStatusType, + TrialComponentPrimaryStatusType, + UserProfileSortKeyType, + UserProfileStatusType, + VariantPropertyTypeType, + VariantStatusType, + VendorGuidanceType, + WarmPoolResourceStatusType, + WorkforceStatusType, + SageMakerServiceName, + ServiceName, + ResourceServiceName, + PaginatorName, + WaiterName, + RegionName, +) + + +def check_value(value: ActionStatusType) -> bool: + ... +``` + +<a id="typed-dictionaries"></a> + +### Typed dictionaries + +`mypy_boto3_sagemaker.type_defs` module contains structures and shapes +assembled to typed dictionaries for additional type checking. + +```python +from mypy_boto3_sagemaker.type_defs import ( + ActionSourceTypeDef, + AddAssociationRequestRequestTypeDef, + AddAssociationResponseTypeDef, + TagTypeDef, + AgentVersionTypeDef, + AlarmTypeDef, + MetricDefinitionTypeDef, + AlgorithmStatusItemTypeDef, + AlgorithmSummaryTypeDef, + AnnotationConsolidationConfigTypeDef, + AppDetailsTypeDef, + AppSpecificationTypeDef, + ArtifactSourceTypeTypeDef, + AssociateTrialComponentRequestRequestTypeDef, + AssociateTrialComponentResponseTypeDef, + AsyncInferenceClientConfigTypeDef, + AsyncInferenceNotificationConfigTypeDef, + AthenaDatasetDefinitionTypeDef, + AutoMLAlgorithmConfigTypeDef, + AutoMLCandidateStepTypeDef, + AutoMLContainerDefinitionTypeDef, + FinalAutoMLJobObjectiveMetricTypeDef, + AutoMLS3DataSourceTypeDef, + AutoMLDataSplitConfigTypeDef, + AutoMLJobArtifactsTypeDef, + AutoMLJobCompletionCriteriaTypeDef, + AutoMLJobObjectiveTypeDef, + AutoMLJobStepMetadataTypeDef, + AutoMLPartialFailureReasonTypeDef, + AutoMLOutputDataConfigTypeDef, + VpcConfigTypeDef, + BatchDataCaptureConfigTypeDef, + BatchDescribeModelPackageErrorTypeDef, + BatchDescribeModelPackageInputRequestTypeDef, + BestObjectiveNotImprovingTypeDef, + MetricsSourceTypeDef, + CacheHitResultTypeDef, + OutputParameterTypeDef, + CandidateArtifactLocationsTypeDef, + MetricDatumTypeDef, + TimeSeriesForecastingSettingsTypeDef, + CapacitySizeTypeDef, + CaptureContentTypeHeaderTypeDef, + CaptureOptionTypeDef, + CategoricalParameterRangeSpecificationTypeDef, + CategoricalParameterRangeTypeDef, + CategoricalParameterTypeDef, + ChannelSpecificationTypeDef, + ShuffleConfigTypeDef, + CheckpointConfigTypeDef, + ClarifyCheckStepMetadataTypeDef, + ClarifyInferenceConfigTypeDef, + ClarifyShapBaselineConfigTypeDef, + ClarifyTextConfigTypeDef, + GitConfigTypeDef, + CodeRepositoryTypeDef, + CognitoConfigTypeDef, + CognitoMemberDefinitionTypeDef, + CollectionConfigurationTypeDef, + CompilationJobSummaryTypeDef, + ConditionStepMetadataTypeDef, + MultiModelConfigTypeDef, + ContextSourceTypeDef, + ContinuousParameterRangeSpecificationTypeDef, + ContinuousParameterRangeTypeDef, + ConvergenceDetectedTypeDef, + MetadataPropertiesTypeDef, + CreateActionResponseTypeDef, + CreateAlgorithmOutputTypeDef, + CreateAppImageConfigResponseTypeDef, + ResourceSpecTypeDef, + CreateAppResponseTypeDef, + CreateArtifactResponseTypeDef, + ModelDeployConfigTypeDef, + CreateAutoMLJobResponseTypeDef, + CreateAutoMLJobV2ResponseTypeDef, + CreateCodeRepositoryOutputTypeDef, + InputConfigTypeDef, + NeoVpcConfigTypeDef, + StoppingConditionTypeDef, + CreateCompilationJobResponseTypeDef, + CreateContextResponseTypeDef, + DataQualityAppSpecificationTypeDef, + MonitoringStoppingConditionTypeDef, + CreateDataQualityJobDefinitionResponseTypeDef, + EdgeOutputConfigTypeDef, + CreateDomainResponseTypeDef, + EdgeDeploymentModelConfigTypeDef, + CreateEdgeDeploymentPlanResponseTypeDef, + CreateEndpointConfigOutputTypeDef, + CreateEndpointOutputTypeDef, + CreateExperimentResponseTypeDef, + FeatureDefinitionTypeDef, + CreateFeatureGroupResponseTypeDef, + FlowDefinitionOutputConfigTypeDef, + HumanLoopRequestSourceTypeDef, + CreateFlowDefinitionResponseTypeDef, + HubS3StorageConfigTypeDef, + CreateHubResponseTypeDef, + UiTemplateTypeDef, + CreateHumanTaskUiResponseTypeDef, + CreateHyperParameterTuningJobResponseTypeDef, + CreateImageResponseTypeDef, + CreateImageVersionRequestRequestTypeDef, + CreateImageVersionResponseTypeDef, + InferenceExperimentScheduleTypeDef, + CreateInferenceExperimentResponseTypeDef, + CreateInferenceRecommendationsJobResponseTypeDef, + LabelingJobOutputConfigTypeDef, + LabelingJobStoppingConditionsTypeDef, + CreateLabelingJobResponseTypeDef, + ModelBiasAppSpecificationTypeDef, + CreateModelBiasJobDefinitionResponseTypeDef, + ModelCardExportOutputConfigTypeDef, + CreateModelCardExportJobResponseTypeDef, + ModelCardSecurityConfigTypeDef, + CreateModelCardResponseTypeDef, + ModelExplainabilityAppSpecificationTypeDef, + CreateModelExplainabilityJobDefinitionResponseTypeDef, + InferenceExecutionConfigTypeDef, + CreateModelOutputTypeDef, + CreateModelPackageGroupOutputTypeDef, + CreateModelPackageOutputTypeDef, + ModelQualityAppSpecificationTypeDef, + CreateModelQualityJobDefinitionResponseTypeDef, + CreateMonitoringScheduleResponseTypeDef, + InstanceMetadataServiceConfigurationTypeDef, + NotebookInstanceLifecycleHookTypeDef, + CreateNotebookInstanceLifecycleConfigOutputTypeDef, + CreateNotebookInstanceOutputTypeDef, + ParallelismConfigurationTypeDef, + PipelineDefinitionS3LocationTypeDef, + CreatePipelineResponseTypeDef, + CreatePresignedDomainUrlRequestRequestTypeDef, + CreatePresignedDomainUrlResponseTypeDef, + CreatePresignedNotebookInstanceUrlInputRequestTypeDef, + CreatePresignedNotebookInstanceUrlOutputTypeDef, + ExperimentConfigTypeDef, + ProcessingStoppingConditionTypeDef, + CreateProcessingJobResponseTypeDef, + CreateProjectOutputTypeDef, + CreateSpaceResponseTypeDef, + CreateStudioLifecycleConfigResponseTypeDef, + DebugRuleConfigurationTypeDef, + OutputDataConfigTypeDef, + ProfilerConfigTypeDef, + ProfilerRuleConfigurationTypeDef, + RetryStrategyTypeDef, + TensorBoardOutputConfigTypeDef, + CreateTrainingJobResponseTypeDef, + DataProcessingTypeDef, + ModelClientConfigTypeDef, + TransformOutputTypeDef, + TransformResourcesTypeDef, + CreateTransformJobResponseTypeDef, + TrialComponentArtifactTypeDef, + TrialComponentParameterValueTypeDef, + TrialComponentStatusTypeDef, + CreateTrialComponentResponseTypeDef, + CreateTrialResponseTypeDef, + CreateUserProfileResponseTypeDef, + OidcConfigTypeDef, + SourceIpConfigTypeDef, + WorkforceVpcConfigRequestTypeDef, + CreateWorkforceResponseTypeDef, + NotificationConfigurationTypeDef, + CreateWorkteamResponseTypeDef, + CustomImageTypeDef, + DataCaptureConfigSummaryTypeDef, + DataCatalogConfigTypeDef, + MonitoringConstraintsResourceTypeDef, + MonitoringStatisticsResourceTypeDef, + EndpointInputTypeDef, + FileSystemDataSourceTypeDef, + S3DataSourceTypeDef, + RedshiftDatasetDefinitionTypeDef, + DebugRuleEvaluationStatusTypeDef, + DeleteActionRequestRequestTypeDef, + DeleteActionResponseTypeDef, + DeleteAlgorithmInputRequestTypeDef, + DeleteAppImageConfigRequestRequestTypeDef, + DeleteAppRequestRequestTypeDef, + DeleteArtifactResponseTypeDef, + DeleteAssociationRequestRequestTypeDef, + DeleteAssociationResponseTypeDef, + DeleteCodeRepositoryInputRequestTypeDef, + DeleteContextRequestRequestTypeDef, + DeleteContextResponseTypeDef, + DeleteDataQualityJobDefinitionRequestRequestTypeDef, + DeleteDeviceFleetRequestRequestTypeDef, + RetentionPolicyTypeDef, + DeleteEdgeDeploymentPlanRequestRequestTypeDef, + DeleteEdgeDeploymentStageRequestRequestTypeDef, + DeleteEndpointConfigInputRequestTypeDef, + DeleteEndpointInputRequestTypeDef, + DeleteExperimentRequestRequestTypeDef, + DeleteExperimentResponseTypeDef, + DeleteFeatureGroupRequestRequestTypeDef, + DeleteFlowDefinitionRequestRequestTypeDef, + DeleteHubContentRequestRequestTypeDef, + DeleteHubRequestRequestTypeDef, + DeleteHumanTaskUiRequestRequestTypeDef, + DeleteImageRequestRequestTypeDef, + DeleteImageVersionRequestRequestTypeDef, + DeleteInferenceExperimentRequestRequestTypeDef, + DeleteInferenceExperimentResponseTypeDef, + DeleteModelBiasJobDefinitionRequestRequestTypeDef, + DeleteModelCardRequestRequestTypeDef, + DeleteModelExplainabilityJobDefinitionRequestRequestTypeDef, + DeleteModelInputRequestTypeDef, + DeleteModelPackageGroupInputRequestTypeDef, + DeleteModelPackageGroupPolicyInputRequestTypeDef, + DeleteModelPackageInputRequestTypeDef, + DeleteModelQualityJobDefinitionRequestRequestTypeDef, + DeleteMonitoringScheduleRequestRequestTypeDef, + DeleteNotebookInstanceInputRequestTypeDef, + DeleteNotebookInstanceLifecycleConfigInputRequestTypeDef, + DeletePipelineRequestRequestTypeDef, + DeletePipelineResponseTypeDef, + DeleteProjectInputRequestTypeDef, + DeleteSpaceRequestRequestTypeDef, + DeleteStudioLifecycleConfigRequestRequestTypeDef, + DeleteTagsInputRequestTypeDef, + DeleteTrialComponentRequestRequestTypeDef, + DeleteTrialComponentResponseTypeDef, + DeleteTrialRequestRequestTypeDef, + DeleteTrialResponseTypeDef, + DeleteUserProfileRequestRequestTypeDef, + DeleteWorkforceRequestRequestTypeDef, + DeleteWorkteamRequestRequestTypeDef, + DeleteWorkteamResponseTypeDef, + DeployedImageTypeDef, + DeviceSelectionConfigTypeDef, + EdgeDeploymentConfigTypeDef, + EdgeDeploymentStatusTypeDef, + DeregisterDevicesRequestRequestTypeDef, + DescribeActionRequestRequestTypeDef, + DescribeAlgorithmInputRequestTypeDef, + DescribeAppImageConfigRequestRequestTypeDef, + DescribeAppRequestRequestTypeDef, + DescribeArtifactRequestRequestTypeDef, + DescribeAutoMLJobRequestRequestTypeDef, + ModelDeployResultTypeDef, + DescribeAutoMLJobV2RequestRequestTypeDef, + DescribeCodeRepositoryInputRequestTypeDef, + DescribeCompilationJobRequestRequestTypeDef, + ModelArtifactsTypeDef, + ModelDigestsTypeDef, + DescribeContextRequestRequestTypeDef, + DescribeDataQualityJobDefinitionRequestRequestTypeDef, + DescribeDeviceFleetRequestRequestTypeDef, + DescribeDeviceRequestRequestTypeDef, + EdgeModelTypeDef, + DescribeDomainRequestRequestTypeDef, + DescribeEdgeDeploymentPlanRequestRequestTypeDef, + DescribeEdgePackagingJobRequestRequestTypeDef, + EdgePresetDeploymentOutputTypeDef, + DescribeEndpointConfigInputRequestTypeDef, + WaiterConfigTypeDef, + DescribeEndpointInputRequestTypeDef, + DescribeExperimentRequestRequestTypeDef, + ExperimentSourceTypeDef, + DescribeFeatureGroupRequestRequestTypeDef, + LastUpdateStatusTypeDef, + OfflineStoreStatusTypeDef, + DescribeFeatureMetadataRequestRequestTypeDef, + FeatureParameterTypeDef, + DescribeFlowDefinitionRequestRequestTypeDef, + DescribeHubContentRequestRequestTypeDef, + HubContentDependencyTypeDef, + DescribeHubRequestRequestTypeDef, + DescribeHumanTaskUiRequestRequestTypeDef, + UiTemplateInfoTypeDef, + DescribeHyperParameterTuningJobRequestRequestTypeDef, + HyperParameterTuningJobCompletionDetailsTypeDef, + HyperParameterTuningJobConsumedResourcesTypeDef, + ObjectiveStatusCountersTypeDef, + TrainingJobStatusCountersTypeDef, + DescribeImageRequestRequestTypeDef, + DescribeImageResponseTypeDef, + DescribeImageVersionRequestRequestTypeDef, + DescribeImageVersionResponseTypeDef, + DescribeInferenceExperimentRequestRequestTypeDef, + EndpointMetadataTypeDef, + DescribeInferenceRecommendationsJobRequestRequestTypeDef, + DescribeLabelingJobRequestRequestTypeDef, + LabelCountersTypeDef, + LabelingJobOutputTypeDef, + DescribeLineageGroupRequestRequestTypeDef, + DescribeModelBiasJobDefinitionRequestRequestTypeDef, + DescribeModelCardExportJobRequestRequestTypeDef, + ModelCardExportArtifactsTypeDef, + DescribeModelCardRequestRequestTypeDef, + DescribeModelExplainabilityJobDefinitionRequestRequestTypeDef, + DescribeModelInputRequestTypeDef, + DescribeModelPackageGroupInputRequestTypeDef, + DescribeModelPackageInputRequestTypeDef, + DescribeModelQualityJobDefinitionRequestRequestTypeDef, + DescribeMonitoringScheduleRequestRequestTypeDef, + MonitoringExecutionSummaryTypeDef, + DescribeNotebookInstanceInputRequestTypeDef, + DescribeNotebookInstanceLifecycleConfigInputRequestTypeDef, + DescribePipelineDefinitionForExecutionRequestRequestTypeDef, + DescribePipelineDefinitionForExecutionResponseTypeDef, + DescribePipelineExecutionRequestRequestTypeDef, + PipelineExperimentConfigTypeDef, + DescribePipelineRequestRequestTypeDef, + DescribeProcessingJobRequestRequestTypeDef, + DescribeProjectInputRequestTypeDef, + ServiceCatalogProvisionedProductDetailsTypeDef, + DescribeSpaceRequestRequestTypeDef, + DescribeStudioLifecycleConfigRequestRequestTypeDef, + DescribeStudioLifecycleConfigResponseTypeDef, + DescribeSubscribedWorkteamRequestRequestTypeDef, + SubscribedWorkteamTypeDef, + DescribeTrainingJobRequestRequestTypeDef, + MetricDataTypeDef, + ProfilerRuleEvaluationStatusTypeDef, + SecondaryStatusTransitionTypeDef, + WarmPoolStatusTypeDef, + DescribeTransformJobRequestRequestTypeDef, + DescribeTrialComponentRequestRequestTypeDef, + TrialComponentMetricSummaryTypeDef, + TrialComponentSourceTypeDef, + DescribeTrialRequestRequestTypeDef, + TrialSourceTypeDef, + DescribeUserProfileRequestRequestTypeDef, + DescribeWorkforceRequestRequestTypeDef, + DescribeWorkteamRequestRequestTypeDef, + DesiredWeightAndCapacityTypeDef, + DeviceDeploymentSummaryTypeDef, + DeviceFleetSummaryTypeDef, + DeviceStatsTypeDef, + EdgeModelSummaryTypeDef, + DeviceTypeDef, + DisassociateTrialComponentRequestRequestTypeDef, + DisassociateTrialComponentResponseTypeDef, + DomainDetailsTypeDef, + FileSourceTypeDef, + EMRStepMetadataTypeDef, + EdgeDeploymentPlanSummaryTypeDef, + EdgeModelStatTypeDef, + EdgePackagingJobSummaryTypeDef, + EdgeTypeDef, + EmptyResponseMetadataTypeDef, + EndpointConfigSummaryTypeDef, + EndpointInfoTypeDef, + EndpointOutputConfigurationTypeDef, + InferenceMetricsTypeDef, + EndpointSummaryTypeDef, + EnvironmentParameterTypeDef, + FailStepMetadataTypeDef, + FileSystemConfigTypeDef, + FilterTypeDef, + FinalHyperParameterTuningJobObjectiveMetricTypeDef, + FlowDefinitionSummaryTypeDef, + GetDeviceFleetReportRequestRequestTypeDef, + GetLineageGroupPolicyRequestRequestTypeDef, + GetLineageGroupPolicyResponseTypeDef, + GetModelPackageGroupPolicyInputRequestTypeDef, + GetModelPackageGroupPolicyOutputTypeDef, + GetSagemakerServicecatalogPortfolioStatusOutputTypeDef, + PropertyNameSuggestionTypeDef, + GitConfigForUpdateTypeDef, + HubContentInfoTypeDef, + HubInfoTypeDef, + HumanLoopActivationConditionsConfigTypeDef, + UiConfigTypeDef, + HumanTaskUiSummaryTypeDef, + HyperParameterTuningJobObjectiveTypeDef, + HyperParameterTuningInstanceConfigTypeDef, + ResourceLimitsTypeDef, + HyperbandStrategyConfigTypeDef, + ParentHyperParameterTuningJobTypeDef, + IamIdentityTypeDef, + RepositoryAuthConfigTypeDef, + ImageTypeDef, + ImageVersionTypeDef, + ImportHubContentResponseTypeDef, + RecommendationMetricsTypeDef, + InferenceRecommendationsJobTypeDef, + InstanceGroupTypeDef, + IntegerParameterRangeSpecificationTypeDef, + IntegerParameterRangeTypeDef, + KernelSpecTypeDef, + LabelCountersForWorkteamTypeDef, + LabelingJobDataAttributesTypeDef, + LabelingJobS3DataSourceTypeDef, + LabelingJobSnsDataSourceTypeDef, + LineageGroupSummaryTypeDef, + ListActionsRequestListActionsPaginateTypeDef, + ListActionsRequestRequestTypeDef, + ListAlgorithmsInputListAlgorithmsPaginateTypeDef, + ListAlgorithmsInputRequestTypeDef, + ListAliasesRequestListAliasesPaginateTypeDef, + ListAliasesRequestRequestTypeDef, + ListAliasesResponseTypeDef, + ListAppImageConfigsRequestListAppImageConfigsPaginateTypeDef, + ListAppImageConfigsRequestRequestTypeDef, + ListAppsRequestListAppsPaginateTypeDef, + ListAppsRequestRequestTypeDef, + ListArtifactsRequestListArtifactsPaginateTypeDef, + ListArtifactsRequestRequestTypeDef, + ListAssociationsRequestListAssociationsPaginateTypeDef, + ListAssociationsRequestRequestTypeDef, + ListAutoMLJobsRequestListAutoMLJobsPaginateTypeDef, + ListAutoMLJobsRequestRequestTypeDef, + ListCandidatesForAutoMLJobRequestListCandidatesForAutoMLJobPaginateTypeDef, + ListCandidatesForAutoMLJobRequestRequestTypeDef, + ListCodeRepositoriesInputListCodeRepositoriesPaginateTypeDef, + ListCodeRepositoriesInputRequestTypeDef, + ListCompilationJobsRequestListCompilationJobsPaginateTypeDef, + ListCompilationJobsRequestRequestTypeDef, + ListContextsRequestListContextsPaginateTypeDef, + ListContextsRequestRequestTypeDef, + ListDataQualityJobDefinitionsRequestListDataQualityJobDefinitionsPaginateTypeDef, + ListDataQualityJobDefinitionsRequestRequestTypeDef, + MonitoringJobDefinitionSummaryTypeDef, + ListDeviceFleetsRequestListDeviceFleetsPaginateTypeDef, + ListDeviceFleetsRequestRequestTypeDef, + ListDevicesRequestListDevicesPaginateTypeDef, + ListDevicesRequestRequestTypeDef, + ListDomainsRequestListDomainsPaginateTypeDef, + ListDomainsRequestRequestTypeDef, + ListEdgeDeploymentPlansRequestListEdgeDeploymentPlansPaginateTypeDef, + ListEdgeDeploymentPlansRequestRequestTypeDef, + ListEdgePackagingJobsRequestListEdgePackagingJobsPaginateTypeDef, + ListEdgePackagingJobsRequestRequestTypeDef, + ListEndpointConfigsInputListEndpointConfigsPaginateTypeDef, + ListEndpointConfigsInputRequestTypeDef, + ListEndpointsInputListEndpointsPaginateTypeDef, + ListEndpointsInputRequestTypeDef, + ListExperimentsRequestListExperimentsPaginateTypeDef, + ListExperimentsRequestRequestTypeDef, + ListFeatureGroupsRequestListFeatureGroupsPaginateTypeDef, + ListFeatureGroupsRequestRequestTypeDef, + ListFlowDefinitionsRequestListFlowDefinitionsPaginateTypeDef, + ListFlowDefinitionsRequestRequestTypeDef, + ListHubContentVersionsRequestRequestTypeDef, + ListHubContentsRequestRequestTypeDef, + ListHubsRequestRequestTypeDef, + ListHumanTaskUisRequestListHumanTaskUisPaginateTypeDef, + ListHumanTaskUisRequestRequestTypeDef, + ListHyperParameterTuningJobsRequestListHyperParameterTuningJobsPaginateTypeDef, + ListHyperParameterTuningJobsRequestRequestTypeDef, + ListImageVersionsRequestListImageVersionsPaginateTypeDef, + ListImageVersionsRequestRequestTypeDef, + ListImagesRequestListImagesPaginateTypeDef, + ListImagesRequestRequestTypeDef, + ListInferenceExperimentsRequestListInferenceExperimentsPaginateTypeDef, + ListInferenceExperimentsRequestRequestTypeDef, + ListInferenceRecommendationsJobStepsRequestListInferenceRecommendationsJobStepsPaginateTypeDef, + ListInferenceRecommendationsJobStepsRequestRequestTypeDef, + ListInferenceRecommendationsJobsRequestListInferenceRecommendationsJobsPaginateTypeDef, + ListInferenceRecommendationsJobsRequestRequestTypeDef, + ListLabelingJobsForWorkteamRequestListLabelingJobsForWorkteamPaginateTypeDef, + ListLabelingJobsForWorkteamRequestRequestTypeDef, + ListLabelingJobsRequestListLabelingJobsPaginateTypeDef, + ListLabelingJobsRequestRequestTypeDef, + ListLineageGroupsRequestListLineageGroupsPaginateTypeDef, + ListLineageGroupsRequestRequestTypeDef, + ListModelBiasJobDefinitionsRequestListModelBiasJobDefinitionsPaginateTypeDef, + ListModelBiasJobDefinitionsRequestRequestTypeDef, + ListModelCardExportJobsRequestListModelCardExportJobsPaginateTypeDef, + ListModelCardExportJobsRequestRequestTypeDef, + ModelCardExportJobSummaryTypeDef, + ListModelCardVersionsRequestListModelCardVersionsPaginateTypeDef, + ListModelCardVersionsRequestRequestTypeDef, + ModelCardVersionSummaryTypeDef, + ListModelCardsRequestListModelCardsPaginateTypeDef, + ListModelCardsRequestRequestTypeDef, + ModelCardSummaryTypeDef, + ListModelExplainabilityJobDefinitionsRequestListModelExplainabilityJobDefinitionsPaginateTypeDef, + ListModelExplainabilityJobDefinitionsRequestRequestTypeDef, + ModelMetadataSummaryTypeDef, + ListModelPackageGroupsInputListModelPackageGroupsPaginateTypeDef, + ListModelPackageGroupsInputRequestTypeDef, + ModelPackageGroupSummaryTypeDef, + ListModelPackagesInputListModelPackagesPaginateTypeDef, + ListModelPackagesInputRequestTypeDef, + ModelPackageSummaryTypeDef, + ListModelQualityJobDefinitionsRequestListModelQualityJobDefinitionsPaginateTypeDef, + ListModelQualityJobDefinitionsRequestRequestTypeDef, + ListModelsInputListModelsPaginateTypeDef, + ListModelsInputRequestTypeDef, + ModelSummaryTypeDef, + ListMonitoringAlertHistoryRequestListMonitoringAlertHistoryPaginateTypeDef, + ListMonitoringAlertHistoryRequestRequestTypeDef, + MonitoringAlertHistorySummaryTypeDef, + ListMonitoringAlertsRequestListMonitoringAlertsPaginateTypeDef, + ListMonitoringAlertsRequestRequestTypeDef, + ListMonitoringExecutionsRequestListMonitoringExecutionsPaginateTypeDef, + ListMonitoringExecutionsRequestRequestTypeDef, + ListMonitoringSchedulesRequestListMonitoringSchedulesPaginateTypeDef, + ListMonitoringSchedulesRequestRequestTypeDef, + MonitoringScheduleSummaryTypeDef, + ListNotebookInstanceLifecycleConfigsInputListNotebookInstanceLifecycleConfigsPaginateTypeDef, + ListNotebookInstanceLifecycleConfigsInputRequestTypeDef, + NotebookInstanceLifecycleConfigSummaryTypeDef, + ListNotebookInstancesInputListNotebookInstancesPaginateTypeDef, + ListNotebookInstancesInputRequestTypeDef, + NotebookInstanceSummaryTypeDef, + ListPipelineExecutionStepsRequestListPipelineExecutionStepsPaginateTypeDef, + ListPipelineExecutionStepsRequestRequestTypeDef, + ListPipelineExecutionsRequestListPipelineExecutionsPaginateTypeDef, + ListPipelineExecutionsRequestRequestTypeDef, + PipelineExecutionSummaryTypeDef, + ListPipelineParametersForExecutionRequestListPipelineParametersForExecutionPaginateTypeDef, + ListPipelineParametersForExecutionRequestRequestTypeDef, + ParameterTypeDef, + ListPipelinesRequestListPipelinesPaginateTypeDef, + ListPipelinesRequestRequestTypeDef, + PipelineSummaryTypeDef, + ListProcessingJobsRequestListProcessingJobsPaginateTypeDef, + ListProcessingJobsRequestRequestTypeDef, + ProcessingJobSummaryTypeDef, + ListProjectsInputRequestTypeDef, + ProjectSummaryTypeDef, + ListSpacesRequestListSpacesPaginateTypeDef, + ListSpacesRequestRequestTypeDef, + SpaceDetailsTypeDef, + ListStageDevicesRequestListStageDevicesPaginateTypeDef, + ListStageDevicesRequestRequestTypeDef, + ListStudioLifecycleConfigsRequestListStudioLifecycleConfigsPaginateTypeDef, + ListStudioLifecycleConfigsRequestRequestTypeDef, + StudioLifecycleConfigDetailsTypeDef, + ListSubscribedWorkteamsRequestListSubscribedWorkteamsPaginateTypeDef, + ListSubscribedWorkteamsRequestRequestTypeDef, + ListTagsInputListTagsPaginateTypeDef, + ListTagsInputRequestTypeDef, + ListTrainingJobsForHyperParameterTuningJobRequestListTrainingJobsForHyperParameterTuningJobPaginateTypeDef, + ListTrainingJobsForHyperParameterTuningJobRequestRequestTypeDef, + ListTrainingJobsRequestListTrainingJobsPaginateTypeDef, + ListTrainingJobsRequestRequestTypeDef, + ListTransformJobsRequestListTransformJobsPaginateTypeDef, + ListTransformJobsRequestRequestTypeDef, + TransformJobSummaryTypeDef, + ListTrialComponentsRequestListTrialComponentsPaginateTypeDef, + ListTrialComponentsRequestRequestTypeDef, + ListTrialsRequestListTrialsPaginateTypeDef, + ListTrialsRequestRequestTypeDef, + ListUserProfilesRequestListUserProfilesPaginateTypeDef, + ListUserProfilesRequestRequestTypeDef, + UserProfileDetailsTypeDef, + ListWorkforcesRequestListWorkforcesPaginateTypeDef, + ListWorkforcesRequestRequestTypeDef, + ListWorkteamsRequestListWorkteamsPaginateTypeDef, + ListWorkteamsRequestRequestTypeDef, + OidcMemberDefinitionTypeDef, + MonitoringGroundTruthS3InputTypeDef, + ModelDashboardEndpointTypeDef, + ModelDashboardIndicatorActionTypeDef, + RealTimeInferenceConfigTypeDef, + ModelInputTypeDef, + ModelLatencyThresholdTypeDef, + ModelMetadataFilterTypeDef, + ModelPackageStatusItemTypeDef, + ModelStepMetadataTypeDef, + MonitoringAppSpecificationTypeDef, + MonitoringClusterConfigTypeDef, + MonitoringCsvDatasetFormatTypeDef, + MonitoringJsonDatasetFormatTypeDef, + MonitoringS3OutputTypeDef, + ScheduleConfigTypeDef, + S3StorageConfigTypeDef, + OidcConfigForResponseTypeDef, + OnlineStoreSecurityConfigTypeDef, + TargetPlatformTypeDef, + PaginatorConfigTypeDef, + ParentTypeDef, + ProductionVariantServerlessConfigTypeDef, + ProductionVariantStatusTypeDef, + PhaseTypeDef, + ProcessingJobStepMetadataTypeDef, + QualityCheckStepMetadataTypeDef, + RegisterModelStepMetadataTypeDef, + TrainingJobStepMetadataTypeDef, + TransformJobStepMetadataTypeDef, + TuningJobStepMetaDataTypeDef, + ProcessingClusterConfigTypeDef, + ProcessingFeatureStoreOutputTypeDef, + ProcessingS3InputTypeDef, + ProcessingS3OutputTypeDef, + ProductionVariantCoreDumpConfigTypeDef, + ProfilerConfigForUpdateTypeDef, + PropertyNameQueryTypeDef, + ProvisioningParameterTypeDef, + USDTypeDef, + PutModelPackageGroupPolicyInputRequestTypeDef, + PutModelPackageGroupPolicyOutputTypeDef, + QueryFiltersTypeDef, + VertexTypeDef, + RStudioServerProAppSettingsTypeDef, + RecommendationJobCompiledOutputConfigTypeDef, + RecommendationJobPayloadConfigTypeDef, + RecommendationJobResourceLimitTypeDef, + RecommendationJobVpcConfigTypeDef, + RenderableTaskTypeDef, + RenderingErrorTypeDef, + ResourceConfigForUpdateTypeDef, + ResponseMetadataTypeDef, + RetryPipelineExecutionResponseTypeDef, + SearchRequestRequestTypeDef, + SearchRequestSearchPaginateTypeDef, + SendPipelineExecutionStepFailureRequestRequestTypeDef, + SendPipelineExecutionStepFailureResponseTypeDef, + SendPipelineExecutionStepSuccessResponseTypeDef, + ShadowModelVariantConfigTypeDef, + SharingSettingsTypeDef, + SourceAlgorithmTypeDef, + StartEdgeDeploymentStageRequestRequestTypeDef, + StartInferenceExperimentRequestRequestTypeDef, + StartInferenceExperimentResponseTypeDef, + StartMonitoringScheduleRequestRequestTypeDef, + StartNotebookInstanceInputRequestTypeDef, + StartPipelineExecutionResponseTypeDef, + StopAutoMLJobRequestRequestTypeDef, + StopCompilationJobRequestRequestTypeDef, + StopEdgeDeploymentStageRequestRequestTypeDef, + StopEdgePackagingJobRequestRequestTypeDef, + StopHyperParameterTuningJobRequestRequestTypeDef, + StopInferenceExperimentResponseTypeDef, + StopInferenceRecommendationsJobRequestRequestTypeDef, + StopLabelingJobRequestRequestTypeDef, + StopMonitoringScheduleRequestRequestTypeDef, + StopNotebookInstanceInputRequestTypeDef, + StopPipelineExecutionRequestRequestTypeDef, + StopPipelineExecutionResponseTypeDef, + StopProcessingJobRequestRequestTypeDef, + StopTrainingJobRequestRequestTypeDef, + StopTransformJobRequestRequestTypeDef, + TrainingRepositoryAuthConfigTypeDef, + TransformS3DataSourceTypeDef, + UpdateActionRequestRequestTypeDef, + UpdateActionResponseTypeDef, + UpdateAppImageConfigResponseTypeDef, + UpdateArtifactRequestRequestTypeDef, + UpdateArtifactResponseTypeDef, + UpdateCodeRepositoryOutputTypeDef, + UpdateContextRequestRequestTypeDef, + UpdateContextResponseTypeDef, + UpdateDomainResponseTypeDef, + VariantPropertyTypeDef, + UpdateEndpointOutputTypeDef, + UpdateEndpointWeightsAndCapacitiesOutputTypeDef, + UpdateExperimentRequestRequestTypeDef, + UpdateExperimentResponseTypeDef, + UpdateFeatureGroupResponseTypeDef, + UpdateHubRequestRequestTypeDef, + UpdateHubResponseTypeDef, + UpdateImageRequestRequestTypeDef, + UpdateImageResponseTypeDef, + UpdateImageVersionRequestRequestTypeDef, + UpdateImageVersionResponseTypeDef, + UpdateInferenceExperimentResponseTypeDef, + UpdateModelCardRequestRequestTypeDef, + UpdateModelCardResponseTypeDef, + UpdateModelPackageOutputTypeDef, + UpdateMonitoringAlertRequestRequestTypeDef, + UpdateMonitoringAlertResponseTypeDef, + UpdateMonitoringScheduleResponseTypeDef, + UpdatePipelineExecutionResponseTypeDef, + UpdatePipelineResponseTypeDef, + UpdateProjectOutputTypeDef, + UpdateSpaceResponseTypeDef, + UpdateTrainingJobResponseTypeDef, + UpdateTrialComponentResponseTypeDef, + UpdateTrialRequestRequestTypeDef, + UpdateTrialResponseTypeDef, + UpdateUserProfileResponseTypeDef, + WorkforceVpcConfigResponseTypeDef, + ActionSummaryTypeDef, + AddTagsInputRequestTypeDef, + AddTagsOutputTypeDef, + CreateExperimentRequestRequestTypeDef, + CreateImageRequestRequestTypeDef, + CreateModelPackageGroupInputRequestTypeDef, + CreateStudioLifecycleConfigRequestRequestTypeDef, + ImportHubContentRequestRequestTypeDef, + ListTagsOutputTypeDef, + AutoRollbackConfigTypeDef, + HyperParameterAlgorithmSpecificationTypeDef, + AlgorithmStatusDetailsTypeDef, + ListAlgorithmsOutputTypeDef, + ListAppsResponseTypeDef, + ArtifactSourceTypeDef, + AsyncInferenceOutputConfigTypeDef, + AutoMLCandidateGenerationConfigTypeDef, + AutoMLDataSourceTypeDef, + ImageClassificationJobConfigTypeDef, + TextClassificationJobConfigTypeDef, + ResolvedAttributesTypeDef, + AutoMLJobSummaryTypeDef, + AutoMLSecurityConfigTypeDef, + LabelingJobResourceConfigTypeDef, + MonitoringNetworkConfigTypeDef, + NetworkConfigTypeDef, + BiasTypeDef, + DriftCheckModelDataQualityTypeDef, + DriftCheckModelQualityTypeDef, + ExplainabilityTypeDef, + ModelDataQualityTypeDef, + ModelQualityTypeDef, + CallbackStepMetadataTypeDef, + LambdaStepMetadataTypeDef, + SendPipelineExecutionStepSuccessRequestRequestTypeDef, + CandidatePropertiesTypeDef, + CanvasAppSettingsTypeDef, + TrafficRoutingConfigTypeDef, + InferenceExperimentDataStorageConfigTypeDef, + DataCaptureConfigTypeDef, + EnvironmentParameterRangesTypeDef, + ClarifyShapConfigTypeDef, + CodeRepositorySummaryTypeDef, + CreateCodeRepositoryInputRequestTypeDef, + DescribeCodeRepositoryOutputTypeDef, + DebugHookConfigTypeDef, + ListCompilationJobsResponseTypeDef, + ContextSummaryTypeDef, + CreateContextRequestRequestTypeDef, + TuningJobCompletionCriteriaTypeDef, + CreateActionRequestRequestTypeDef, + CreateTrialRequestRequestTypeDef, + CreateAppRequestRequestTypeDef, + DescribeAppResponseTypeDef, + JupyterServerAppSettingsTypeDef, + RStudioServerProDomainSettingsForUpdateTypeDef, + RStudioServerProDomainSettingsTypeDef, + TensorBoardAppSettingsTypeDef, + CreateDeviceFleetRequestRequestTypeDef, + CreateEdgePackagingJobRequestRequestTypeDef, + DescribeDeviceFleetResponseTypeDef, + UpdateDeviceFleetRequestRequestTypeDef, + UpdateFeatureGroupRequestRequestTypeDef, + CreateHubRequestRequestTypeDef, + DescribeHubResponseTypeDef, + CreateHumanTaskUiRequestRequestTypeDef, + InferenceExperimentSummaryTypeDef, + CreateModelCardExportJobRequestRequestTypeDef, + CreateModelCardRequestRequestTypeDef, + CreateNotebookInstanceInputRequestTypeDef, + DescribeNotebookInstanceOutputTypeDef, + UpdateNotebookInstanceInputRequestTypeDef, + CreateNotebookInstanceLifecycleConfigInputRequestTypeDef, + DescribeNotebookInstanceLifecycleConfigOutputTypeDef, + UpdateNotebookInstanceLifecycleConfigInputRequestTypeDef, + RetryPipelineExecutionRequestRequestTypeDef, + UpdatePipelineExecutionRequestRequestTypeDef, + CreatePipelineRequestRequestTypeDef, + UpdatePipelineRequestRequestTypeDef, + CreateTrialComponentRequestRequestTypeDef, + UpdateTrialComponentRequestRequestTypeDef, + CreateWorkforceRequestRequestTypeDef, + UpdateWorkforceRequestRequestTypeDef, + KernelGatewayAppSettingsTypeDef, + RSessionAppSettingsTypeDef, + ModelBiasBaselineConfigTypeDef, + ModelExplainabilityBaselineConfigTypeDef, + ModelQualityBaselineConfigTypeDef, + DataQualityBaselineConfigTypeDef, + MonitoringBaselineConfigTypeDef, + DataSourceTypeDef, + DatasetDefinitionTypeDef, + DeleteDomainRequestRequestTypeDef, + DeploymentStageTypeDef, + DeploymentStageStatusSummaryTypeDef, + DescribeDeviceResponseTypeDef, + DescribeEdgePackagingJobResponseTypeDef, + DescribeEndpointInputEndpointDeletedWaitTypeDef, + DescribeEndpointInputEndpointInServiceWaitTypeDef, + DescribeImageRequestImageCreatedWaitTypeDef, + DescribeImageRequestImageDeletedWaitTypeDef, + DescribeImageRequestImageUpdatedWaitTypeDef, + DescribeImageVersionRequestImageVersionCreatedWaitTypeDef, + DescribeImageVersionRequestImageVersionDeletedWaitTypeDef, + DescribeNotebookInstanceInputNotebookInstanceDeletedWaitTypeDef, + DescribeNotebookInstanceInputNotebookInstanceInServiceWaitTypeDef, + DescribeNotebookInstanceInputNotebookInstanceStoppedWaitTypeDef, + DescribeProcessingJobRequestProcessingJobCompletedOrStoppedWaitTypeDef, + DescribeTrainingJobRequestTrainingJobCompletedOrStoppedWaitTypeDef, + DescribeTransformJobRequestTransformJobCompletedOrStoppedWaitTypeDef, + ExperimentSummaryTypeDef, + FeatureGroupSummaryTypeDef, + DescribeFeatureMetadataResponseTypeDef, + FeatureMetadataTypeDef, + UpdateFeatureMetadataRequestRequestTypeDef, + DescribeHubContentResponseTypeDef, + DescribeHumanTaskUiResponseTypeDef, + DescribeModelCardExportJobResponseTypeDef, + ListMonitoringExecutionsResponseTypeDef, + DescribeSubscribedWorkteamResponseTypeDef, + ListSubscribedWorkteamsResponseTypeDef, + TrainingJobSummaryTypeDef, + TrialSummaryTypeDef, + UpdateEndpointWeightsAndCapacitiesInputRequestTypeDef, + ListStageDevicesResponseTypeDef, + ListDeviceFleetsResponseTypeDef, + DeviceSummaryTypeDef, + RegisterDevicesRequestRequestTypeDef, + UpdateDevicesRequestRequestTypeDef, + ListDomainsResponseTypeDef, + DriftCheckBiasTypeDef, + DriftCheckExplainabilityTypeDef, + ListEdgeDeploymentPlansResponseTypeDef, + GetDeviceFleetReportResponseTypeDef, + ListEdgePackagingJobsResponseTypeDef, + ListEndpointConfigsOutputTypeDef, + EndpointPerformanceTypeDef, + ListEndpointsOutputTypeDef, + ModelConfigurationTypeDef, + NestedFiltersTypeDef, + HyperParameterTrainingJobSummaryTypeDef, + ListFlowDefinitionsResponseTypeDef, + GetSearchSuggestionsResponseTypeDef, + UpdateCodeRepositoryInputRequestTypeDef, + ListHubContentVersionsResponseTypeDef, + ListHubContentsResponseTypeDef, + ListHubsResponseTypeDef, + HumanLoopActivationConfigTypeDef, + ListHumanTaskUisResponseTypeDef, + HyperParameterTuningResourceConfigTypeDef, + HyperParameterTuningJobSummaryTypeDef, + HyperParameterTuningJobStrategyConfigTypeDef, + HyperParameterTuningJobWarmStartConfigTypeDef, + UserContextTypeDef, + ImageConfigTypeDef, + ListImagesResponseTypeDef, + ListImageVersionsResponseTypeDef, + ListInferenceRecommendationsJobsResponseTypeDef, + ResourceConfigTypeDef, + ParameterRangeTypeDef, + ParameterRangesTypeDef, + KernelGatewayImageConfigTypeDef, + LabelingJobForWorkteamSummaryTypeDef, + LabelingJobDataSourceTypeDef, + ListLineageGroupsResponseTypeDef, + ListDataQualityJobDefinitionsResponseTypeDef, + ListModelBiasJobDefinitionsResponseTypeDef, + ListModelExplainabilityJobDefinitionsResponseTypeDef, + ListModelQualityJobDefinitionsResponseTypeDef, + ListModelCardExportJobsResponseTypeDef, + ListModelCardVersionsResponseTypeDef, + ListModelCardsResponseTypeDef, + ListModelMetadataResponseTypeDef, + ListModelPackageGroupsOutputTypeDef, + ListModelPackagesOutputTypeDef, + ListModelsOutputTypeDef, + ListMonitoringAlertHistoryResponseTypeDef, + ListMonitoringSchedulesResponseTypeDef, + ListNotebookInstanceLifecycleConfigsOutputTypeDef, + ListNotebookInstancesOutputTypeDef, + ListPipelineExecutionsResponseTypeDef, + ListPipelineParametersForExecutionResponseTypeDef, + StartPipelineExecutionRequestRequestTypeDef, + ListPipelinesResponseTypeDef, + ListProcessingJobsResponseTypeDef, + ListProjectsOutputTypeDef, + ListSpacesResponseTypeDef, + ListStudioLifecycleConfigsResponseTypeDef, + ListTransformJobsResponseTypeDef, + ListUserProfilesResponseTypeDef, + MemberDefinitionTypeDef, + MonitoringAlertActionsTypeDef, + ModelInfrastructureConfigTypeDef, + ModelPackageContainerDefinitionTypeDef, + RecommendationJobStoppingConditionsTypeDef, + ModelMetadataSearchExpressionTypeDef, + ModelPackageStatusDetailsTypeDef, + MonitoringResourcesTypeDef, + MonitoringDatasetFormatTypeDef, + MonitoringOutputTypeDef, + OfflineStoreConfigTypeDef, + OnlineStoreConfigTypeDef, + OutputConfigTypeDef, + PendingProductionVariantSummaryTypeDef, + ProductionVariantSummaryTypeDef, + TrafficPatternTypeDef, + ProcessingResourcesTypeDef, + ProcessingOutputTypeDef, + ProductionVariantTypeDef, + SuggestionQueryTypeDef, + ServiceCatalogProvisioningDetailsTypeDef, + ServiceCatalogProvisioningUpdateDetailsTypeDef, + PublicWorkforceTaskPriceTypeDef, + QueryLineageRequestRequestTypeDef, + QueryLineageResponseTypeDef, + RecommendationJobOutputConfigTypeDef, + RecommendationJobContainerConfigTypeDef, + RenderUiTemplateRequestRequestTypeDef, + RenderUiTemplateResponseTypeDef, + UpdateTrainingJobRequestRequestTypeDef, + ShadowModeConfigTypeDef, + SourceAlgorithmSpecificationTypeDef, + TrainingImageConfigTypeDef, + TransformDataSourceTypeDef, + WorkforceTypeDef, + ListActionsResponseTypeDef, + ArtifactSummaryTypeDef, + CreateArtifactRequestRequestTypeDef, + DeleteArtifactRequestRequestTypeDef, + AsyncInferenceConfigTypeDef, + AutoMLChannelTypeDef, + AutoMLJobChannelTypeDef, + AutoMLProblemTypeConfigTypeDef, + ListAutoMLJobsResponseTypeDef, + AutoMLJobConfigTypeDef, + LabelingJobAlgorithmsConfigTypeDef, + ModelMetricsTypeDef, + PipelineExecutionStepMetadataTypeDef, + AutoMLCandidateTypeDef, + BlueGreenUpdatePolicyTypeDef, + EndpointInputConfigurationTypeDef, + ClarifyExplainerConfigTypeDef, + ListCodeRepositoriesOutputTypeDef, + ListContextsResponseTypeDef, + DomainSettingsForUpdateTypeDef, + DomainSettingsTypeDef, + ListInferenceExperimentsResponseTypeDef, + DefaultSpaceSettingsTypeDef, + SpaceSettingsTypeDef, + UserSettingsTypeDef, + ChannelTypeDef, + ProcessingInputTypeDef, + CreateEdgeDeploymentPlanRequestRequestTypeDef, + CreateEdgeDeploymentStageRequestRequestTypeDef, + DescribeEdgeDeploymentPlanResponseTypeDef, + ListExperimentsResponseTypeDef, + ListFeatureGroupsResponseTypeDef, + ListTrainingJobsResponseTypeDef, + ListTrialsResponseTypeDef, + ListDevicesResponseTypeDef, + DriftCheckBaselinesTypeDef, + InferenceRecommendationTypeDef, + RecommendationJobInferenceBenchmarkTypeDef, + SearchExpressionTypeDef, + ListTrainingJobsForHyperParameterTuningJobResponseTypeDef, + ListHyperParameterTuningJobsResponseTypeDef, + AssociationSummaryTypeDef, + DescribeActionResponseTypeDef, + DescribeArtifactResponseTypeDef, + DescribeContextResponseTypeDef, + DescribeExperimentResponseTypeDef, + DescribeLineageGroupResponseTypeDef, + DescribeModelCardResponseTypeDef, + DescribeModelPackageGroupOutputTypeDef, + DescribePipelineExecutionResponseTypeDef, + DescribePipelineResponseTypeDef, + DescribeTrialComponentResponseTypeDef, + DescribeTrialResponseTypeDef, + ExperimentTypeDef, + ModelCardTypeDef, + ModelDashboardModelCardTypeDef, + ModelPackageGroupTypeDef, + PipelineExecutionTypeDef, + PipelineTypeDef, + TrialComponentSimpleSummaryTypeDef, + TrialComponentSummaryTypeDef, + ContainerDefinitionTypeDef, + HyperParameterSpecificationTypeDef, + HyperParameterTuningJobConfigTypeDef, + AppImageConfigDetailsTypeDef, + CreateAppImageConfigRequestRequestTypeDef, + DescribeAppImageConfigResponseTypeDef, + UpdateAppImageConfigRequestRequestTypeDef, + ListLabelingJobsForWorkteamResponseTypeDef, + LabelingJobInputConfigTypeDef, + CreateWorkteamRequestRequestTypeDef, + UpdateWorkteamRequestRequestTypeDef, + WorkteamTypeDef, + MonitoringAlertSummaryTypeDef, + ModelVariantConfigSummaryTypeDef, + ModelVariantConfigTypeDef, + AdditionalInferenceSpecificationDefinitionTypeDef, + InferenceSpecificationTypeDef, + ListModelMetadataRequestListModelMetadataPaginateTypeDef, + ListModelMetadataRequestRequestTypeDef, + BatchTransformInputTypeDef, + MonitoringOutputConfigTypeDef, + CreateFeatureGroupRequestRequestTypeDef, + DescribeFeatureGroupResponseTypeDef, + FeatureGroupTypeDef, + CreateCompilationJobRequestRequestTypeDef, + DescribeCompilationJobResponseTypeDef, + PendingDeploymentSummaryTypeDef, + ProcessingOutputConfigTypeDef, + GetSearchSuggestionsRequestRequestTypeDef, + CreateProjectInputRequestTypeDef, + DescribeProjectOutputTypeDef, + ProjectTypeDef, + UpdateProjectInputRequestTypeDef, + HumanLoopConfigTypeDef, + HumanTaskConfigTypeDef, + AlgorithmSpecificationTypeDef, + TransformInputTypeDef, + DescribeWorkforceResponseTypeDef, + ListWorkforcesResponseTypeDef, + UpdateWorkforceResponseTypeDef, + ListArtifactsResponseTypeDef, + CreateAutoMLJobV2RequestRequestTypeDef, + CreateAutoMLJobRequestRequestTypeDef, + PipelineExecutionStepTypeDef, + DescribeAutoMLJobResponseTypeDef, + DescribeAutoMLJobV2ResponseTypeDef, + ListCandidatesForAutoMLJobResponseTypeDef, + DeploymentConfigTypeDef, + RecommendationJobInputConfigTypeDef, + ExplainerConfigTypeDef, + CreateSpaceRequestRequestTypeDef, + DescribeSpaceResponseTypeDef, + UpdateSpaceRequestRequestTypeDef, + CreateDomainRequestRequestTypeDef, + CreateUserProfileRequestRequestTypeDef, + DescribeDomainResponseTypeDef, + DescribeUserProfileResponseTypeDef, + UpdateDomainRequestRequestTypeDef, + UpdateUserProfileRequestRequestTypeDef, + HyperParameterTrainingJobDefinitionTypeDef, + TrainingJobDefinitionTypeDef, + InferenceRecommendationsJobStepTypeDef, + ListAssociationsResponseTypeDef, + TrialTypeDef, + ListTrialComponentsResponseTypeDef, + CreateModelInputRequestTypeDef, + DescribeModelOutputTypeDef, + ModelTypeDef, + TrainingSpecificationTypeDef, + ListAppImageConfigsResponseTypeDef, + LabelingJobSummaryTypeDef, + DescribeWorkteamResponseTypeDef, + ListWorkteamsResponseTypeDef, + UpdateWorkteamResponseTypeDef, + ListMonitoringAlertsResponseTypeDef, + DescribeInferenceExperimentResponseTypeDef, + CreateInferenceExperimentRequestRequestTypeDef, + StopInferenceExperimentRequestRequestTypeDef, + UpdateInferenceExperimentRequestRequestTypeDef, + UpdateModelPackageInputRequestTypeDef, + BatchDescribeModelPackageSummaryTypeDef, + DataQualityJobInputTypeDef, + ModelBiasJobInputTypeDef, + ModelExplainabilityJobInputTypeDef, + ModelQualityJobInputTypeDef, + MonitoringInputTypeDef, + CreateProcessingJobRequestRequestTypeDef, + DescribeProcessingJobResponseTypeDef, + ProcessingJobTypeDef, + CreateFlowDefinitionRequestRequestTypeDef, + DescribeFlowDefinitionResponseTypeDef, + CreateLabelingJobRequestRequestTypeDef, + DescribeLabelingJobResponseTypeDef, + CreateTrainingJobRequestRequestTypeDef, + DescribeTrainingJobResponseTypeDef, + TrainingJobTypeDef, + CreateTransformJobRequestRequestTypeDef, + DescribeTransformJobResponseTypeDef, + TransformJobDefinitionTypeDef, + TransformJobTypeDef, + ListPipelineExecutionStepsResponseTypeDef, + CreateEndpointInputRequestTypeDef, + UpdateEndpointInputRequestTypeDef, + CreateInferenceRecommendationsJobRequestRequestTypeDef, + DescribeInferenceRecommendationsJobResponseTypeDef, + CreateEndpointConfigInputRequestTypeDef, + DescribeEndpointConfigOutputTypeDef, + DescribeEndpointOutputTypeDef, + CreateHyperParameterTuningJobRequestRequestTypeDef, + DescribeHyperParameterTuningJobResponseTypeDef, + HyperParameterTuningJobSearchEntityTypeDef, + ListInferenceRecommendationsJobStepsResponseTypeDef, + ListLabelingJobsResponseTypeDef, + BatchDescribeModelPackageOutputTypeDef, + CreateDataQualityJobDefinitionRequestRequestTypeDef, + DescribeDataQualityJobDefinitionResponseTypeDef, + CreateModelBiasJobDefinitionRequestRequestTypeDef, + DescribeModelBiasJobDefinitionResponseTypeDef, + CreateModelExplainabilityJobDefinitionRequestRequestTypeDef, + DescribeModelExplainabilityJobDefinitionResponseTypeDef, + CreateModelQualityJobDefinitionRequestRequestTypeDef, + DescribeModelQualityJobDefinitionResponseTypeDef, + MonitoringJobDefinitionTypeDef, + AlgorithmValidationProfileTypeDef, + ModelPackageValidationProfileTypeDef, + TrialComponentSourceDetailTypeDef, + MonitoringScheduleConfigTypeDef, + AlgorithmValidationSpecificationTypeDef, + ModelPackageValidationSpecificationTypeDef, + TrialComponentTypeDef, + CreateMonitoringScheduleRequestRequestTypeDef, + DescribeMonitoringScheduleResponseTypeDef, + ModelDashboardMonitoringScheduleTypeDef, + MonitoringScheduleTypeDef, + UpdateMonitoringScheduleRequestRequestTypeDef, + CreateAlgorithmInputRequestTypeDef, + DescribeAlgorithmOutputTypeDef, + CreateModelPackageInputRequestTypeDef, + DescribeModelPackageOutputTypeDef, + ModelPackageTypeDef, + ModelDashboardModelTypeDef, + EndpointTypeDef, + SearchRecordTypeDef, + SearchResponseTypeDef, +) + + +def get_structure() -> ActionSourceTypeDef: + return {...} +``` + +<a id="how-it-works"></a> + +## How it works + +Fully automated +[mypy-boto3-builder](https://github.com/youtype/mypy_boto3_builder) carefully +generates type annotations for each service, patiently waiting for `boto3` +updates. It delivers drop-in type annotations for you and makes sure that: + +- All available `boto3` services are covered. +- Each public class and method of every `boto3` service gets valid type + annotations extracted from `botocore` schemas. +- Type annotations include up-to-date documentation. +- Link to documentation is provided for every method. +- Code is processed by [black](https://github.com/psf/black) and + [isort](https://github.com/PyCQA/isort) for readability. + +<a id="what's-new"></a> + +## What's new + +<a id="implemented-features"></a> + +### Implemented features + +- Fully type annotated `boto3`, `botocore`, `aiobotocore` and `aioboto3` + libraries +- `mypy`, `pyright`, `VSCode`, `PyCharm`, `Sublime Text` and `Emacs` + compatibility +- `Client`, `ServiceResource`, `Resource`, `Waiter` `Paginator` type + annotations for each service +- Generated `TypeDefs` for each service +- Generated `Literals` for each service +- Auto discovery of types for `boto3.client` and `boto3.resource` calls +- Auto discovery of types for `session.client` and `session.resource` calls +- Auto discovery of types for `client.get_waiter` and `client.get_paginator` + calls +- Auto discovery of types for `ServiceResource` and `Resource` collections +- Auto discovery of types for `aiobotocore.Session.create_client` calls + +<a id="latest-changes"></a> + +### Latest changes + +Builder changelog can be found in +[Releases](https://github.com/youtype/mypy_boto3_builder/releases). + +<a id="versioning"></a> + +## Versioning + +`mypy-boto3-sagemaker` version is the same as related `boto3` version and +follows [PEP 440](https://www.python.org/dev/peps/pep-0440/) format. + +<a id="thank-you"></a> + +## Thank you + +- [Allie Fitter](https://github.com/alliefitter) for + [boto3-type-annotations](https://pypi.org/project/boto3-type-annotations/), + this package is based on top of his work +- [black](https://github.com/psf/black) developers for an awesome formatting + tool +- [Timothy Edmund Crosley](https://github.com/timothycrosley) for + [isort](https://github.com/PyCQA/isort) and how flexible it is +- [mypy](https://github.com/python/mypy) developers for doing all dirty work + for us +- [pyright](https://github.com/microsoft/pyright) team for the new era of typed + Python + +<a id="documentation"></a> + +## Documentation + +All services type annotations can be found in +[boto3 docs](https://youtype.github.io/boto3_stubs_docs/mypy_boto3_sagemaker/) + +<a id="support-and-contributing"></a> + +## Support and contributing + +This package is auto-generated. Please reports any bugs or request new features +in [mypy-boto3-builder](https://github.com/youtype/mypy_boto3_builder/issues/) +repository. + + +%package -n python3-mypy-boto3-sagemaker +Summary: Type annotations for boto3.SageMaker 1.26.106 service generated with mypy-boto3-builder 7.14.5 +Provides: python-mypy-boto3-sagemaker +BuildRequires: python3-devel +BuildRequires: python3-setuptools +BuildRequires: python3-pip +%description -n python3-mypy-boto3-sagemaker +<a id="mypy-boto3-sagemaker"></a> + +# mypy-boto3-sagemaker + +[](https://pypi.org/project/mypy-boto3-sagemaker) +[](https://pypi.org/project/mypy-boto3-sagemaker) +[](https://youtype.github.io/boto3_stubs_docs/mypy_boto3_sagemaker/) +[](https://pypistats.org/packages/mypy-boto3-sagemaker) + + + +Type annotations for +[boto3.SageMaker 1.26.106](https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/sagemaker.html#SageMaker) +service compatible with [VSCode](https://code.visualstudio.com/), +[PyCharm](https://www.jetbrains.com/pycharm/), +[Emacs](https://www.gnu.org/software/emacs/), +[Sublime Text](https://www.sublimetext.com/), +[mypy](https://github.com/python/mypy), +[pyright](https://github.com/microsoft/pyright) and other tools. + +Generated by +[mypy-boto3-builder 7.14.5](https://github.com/youtype/mypy_boto3_builder). + +More information can be found on +[boto3-stubs](https://pypi.org/project/boto3-stubs/) page and in +[mypy-boto3-sagemaker docs](https://youtype.github.io/boto3_stubs_docs/mypy_boto3_sagemaker/). + +See how it helps to find and fix potential bugs: + + + +- [mypy-boto3-sagemaker](#mypy-boto3-sagemaker) + - [How to install](#how-to-install) + - [VSCode extension](#vscode-extension) + - [From PyPI with pip](#from-pypi-with-pip) + - [How to uninstall](#how-to-uninstall) + - [Usage](#usage) + - [VSCode](#vscode) + - [PyCharm](#pycharm) + - [Emacs](#emacs) + - [Sublime Text](#sublime-text) + - [Other IDEs](#other-ides) + - [mypy](#mypy) + - [pyright](#pyright) + - [Explicit type annotations](#explicit-type-annotations) + - [Client annotations](#client-annotations) + - [Paginators annotations](#paginators-annotations) + - [Waiters annotations](#waiters-annotations) + - [Literals](#literals) + - [Typed dictionaries](#typed-dictionaries) + - [How it works](#how-it-works) + - [What's new](#what's-new) + - [Implemented features](#implemented-features) + - [Latest changes](#latest-changes) + - [Versioning](#versioning) + - [Thank you](#thank-you) + - [Documentation](#documentation) + - [Support and contributing](#support-and-contributing) + +<a id="how-to-install"></a> + +## How to install + +<a id="vscode-extension"></a> + +### VSCode extension + +Add +[AWS Boto3](https://marketplace.visualstudio.com/items?itemName=Boto3typed.boto3-ide) +extension to your VSCode and run `AWS boto3: Quick Start` command. + +Click `Modify` and select `boto3 common` and `SageMaker`. + +<a id="from-pypi-with-pip"></a> + +### From PyPI with pip + +Install `boto3-stubs` for `SageMaker` service. + +```bash +# install with boto3 type annotations +python -m pip install 'boto3-stubs[sagemaker]' + + +# Lite version does not provide session.client/resource overloads +# it is more RAM-friendly, but requires explicit type annotations +python -m pip install 'boto3-stubs-lite[sagemaker]' + + +# standalone installation +python -m pip install mypy-boto3-sagemaker +``` + +<a id="how-to-uninstall"></a> + +## How to uninstall + +```bash +python -m pip uninstall -y mypy-boto3-sagemaker +``` + +<a id="usage"></a> + +## Usage + +<a id="vscode"></a> + +### VSCode + +- Install + [Python extension](https://marketplace.visualstudio.com/items?itemName=ms-python.python) +- Install + [Pylance extension](https://marketplace.visualstudio.com/items?itemName=ms-python.vscode-pylance) +- Set `Pylance` as your Python Language Server +- Install `boto3-stubs[sagemaker]` in your environment: + +```bash +python -m pip install 'boto3-stubs[sagemaker]' +``` + +Both type checking and code completion should now work. No explicit type +annotations required, write your `boto3` code as usual. + +<a id="pycharm"></a> + +### PyCharm + +Install `boto3-stubs-lite[sagemaker]` in your environment: + +```bash +python -m pip install 'boto3-stubs-lite[sagemaker]'` +``` + +Both type checking and code completion should now work. Explicit type +annotations **are required**. + +Use `boto3-stubs` package instead for implicit type discovery. + +<a id="emacs"></a> + +### Emacs + +- Install `boto3-stubs` with services you use in your environment: + +```bash +python -m pip install 'boto3-stubs[sagemaker]' +``` + +- Install [use-package](https://github.com/jwiegley/use-package), + [lsp](https://github.com/emacs-lsp/lsp-mode/), + [company](https://github.com/company-mode/company-mode) and + [flycheck](https://github.com/flycheck/flycheck) packages +- Install [lsp-pyright](https://github.com/emacs-lsp/lsp-pyright) package + +```elisp +(use-package lsp-pyright + :ensure t + :hook (python-mode . (lambda () + (require 'lsp-pyright) + (lsp))) ; or lsp-deferred + :init (when (executable-find "python3") + (setq lsp-pyright-python-executable-cmd "python3")) + ) +``` + +- Make sure emacs uses the environment where you have installed `boto3-stubs` + +Type checking should now work. No explicit type annotations required, write +your `boto3` code as usual. + +<a id="sublime-text"></a> + +### Sublime Text + +- Install `boto3-stubs[sagemaker]` with services you use in your environment: + +```bash +python -m pip install 'boto3-stubs[sagemaker]' +``` + +- Install [LSP-pyright](https://github.com/sublimelsp/LSP-pyright) package + +Type checking should now work. No explicit type annotations required, write +your `boto3` code as usual. + +<a id="other-ides"></a> + +### Other IDEs + +Not tested, but as long as your IDE supports `mypy` or `pyright`, everything +should work. + +<a id="mypy"></a> + +### mypy + +- Install `mypy`: `python -m pip install mypy` +- Install `boto3-stubs[sagemaker]` in your environment: + +```bash +python -m pip install 'boto3-stubs[sagemaker]'` +``` + +Type checking should now work. No explicit type annotations required, write +your `boto3` code as usual. + +<a id="pyright"></a> + +### pyright + +- Install `pyright`: `npm i -g pyright` +- Install `boto3-stubs[sagemaker]` in your environment: + +```bash +python -m pip install 'boto3-stubs[sagemaker]' +``` + +Optionally, you can install `boto3-stubs` to `typings` folder. + +Type checking should now work. No explicit type annotations required, write +your `boto3` code as usual. + +<a id="explicit-type-annotations"></a> + +## Explicit type annotations + +<a id="client-annotations"></a> + +### Client annotations + +`SageMakerClient` provides annotations for `boto3.client("sagemaker")`. + +```python +from boto3.session import Session + +from mypy_boto3_sagemaker import SageMakerClient + +client: SageMakerClient = Session().client("sagemaker") + +# now client usage is checked by mypy and IDE should provide code completion +``` + +<a id="paginators-annotations"></a> + +### Paginators annotations + +`mypy_boto3_sagemaker.paginator` module contains type annotations for all +paginators. + +```python +from boto3.session import Session + +from mypy_boto3_sagemaker import SageMakerClient +from mypy_boto3_sagemaker.paginator import ( + ListActionsPaginator, + ListAlgorithmsPaginator, + ListAliasesPaginator, + ListAppImageConfigsPaginator, + ListAppsPaginator, + ListArtifactsPaginator, + ListAssociationsPaginator, + ListAutoMLJobsPaginator, + ListCandidatesForAutoMLJobPaginator, + ListCodeRepositoriesPaginator, + ListCompilationJobsPaginator, + ListContextsPaginator, + ListDataQualityJobDefinitionsPaginator, + ListDeviceFleetsPaginator, + ListDevicesPaginator, + ListDomainsPaginator, + ListEdgeDeploymentPlansPaginator, + ListEdgePackagingJobsPaginator, + ListEndpointConfigsPaginator, + ListEndpointsPaginator, + ListExperimentsPaginator, + ListFeatureGroupsPaginator, + ListFlowDefinitionsPaginator, + ListHumanTaskUisPaginator, + ListHyperParameterTuningJobsPaginator, + ListImageVersionsPaginator, + ListImagesPaginator, + ListInferenceExperimentsPaginator, + ListInferenceRecommendationsJobStepsPaginator, + ListInferenceRecommendationsJobsPaginator, + ListLabelingJobsPaginator, + ListLabelingJobsForWorkteamPaginator, + ListLineageGroupsPaginator, + ListModelBiasJobDefinitionsPaginator, + ListModelCardExportJobsPaginator, + ListModelCardVersionsPaginator, + ListModelCardsPaginator, + ListModelExplainabilityJobDefinitionsPaginator, + ListModelMetadataPaginator, + ListModelPackageGroupsPaginator, + ListModelPackagesPaginator, + ListModelQualityJobDefinitionsPaginator, + ListModelsPaginator, + ListMonitoringAlertHistoryPaginator, + ListMonitoringAlertsPaginator, + ListMonitoringExecutionsPaginator, + ListMonitoringSchedulesPaginator, + ListNotebookInstanceLifecycleConfigsPaginator, + ListNotebookInstancesPaginator, + ListPipelineExecutionStepsPaginator, + ListPipelineExecutionsPaginator, + ListPipelineParametersForExecutionPaginator, + ListPipelinesPaginator, + ListProcessingJobsPaginator, + ListSpacesPaginator, + ListStageDevicesPaginator, + ListStudioLifecycleConfigsPaginator, + ListSubscribedWorkteamsPaginator, + ListTagsPaginator, + ListTrainingJobsPaginator, + ListTrainingJobsForHyperParameterTuningJobPaginator, + ListTransformJobsPaginator, + ListTrialComponentsPaginator, + ListTrialsPaginator, + ListUserProfilesPaginator, + ListWorkforcesPaginator, + ListWorkteamsPaginator, + SearchPaginator, +) + +client: SageMakerClient = Session().client("sagemaker") + +# Explicit type annotations are optional here +# Types should be correctly discovered by mypy and IDEs +list_actions_paginator: ListActionsPaginator = client.get_paginator("list_actions") +list_algorithms_paginator: ListAlgorithmsPaginator = client.get_paginator("list_algorithms") +list_aliases_paginator: ListAliasesPaginator = client.get_paginator("list_aliases") +list_app_image_configs_paginator: ListAppImageConfigsPaginator = client.get_paginator( + "list_app_image_configs" +) +list_apps_paginator: ListAppsPaginator = client.get_paginator("list_apps") +list_artifacts_paginator: ListArtifactsPaginator = client.get_paginator("list_artifacts") +list_associations_paginator: ListAssociationsPaginator = client.get_paginator("list_associations") +list_auto_ml_jobs_paginator: ListAutoMLJobsPaginator = client.get_paginator("list_auto_ml_jobs") +list_candidates_for_auto_ml_job_paginator: ListCandidatesForAutoMLJobPaginator = ( + client.get_paginator("list_candidates_for_auto_ml_job") +) +list_code_repositories_paginator: ListCodeRepositoriesPaginator = client.get_paginator( + "list_code_repositories" +) +list_compilation_jobs_paginator: ListCompilationJobsPaginator = client.get_paginator( + "list_compilation_jobs" +) +list_contexts_paginator: ListContextsPaginator = client.get_paginator("list_contexts") +list_data_quality_job_definitions_paginator: ListDataQualityJobDefinitionsPaginator = ( + client.get_paginator("list_data_quality_job_definitions") +) +list_device_fleets_paginator: ListDeviceFleetsPaginator = client.get_paginator("list_device_fleets") +list_devices_paginator: ListDevicesPaginator = client.get_paginator("list_devices") +list_domains_paginator: ListDomainsPaginator = client.get_paginator("list_domains") +list_edge_deployment_plans_paginator: ListEdgeDeploymentPlansPaginator = client.get_paginator( + "list_edge_deployment_plans" +) +list_edge_packaging_jobs_paginator: ListEdgePackagingJobsPaginator = client.get_paginator( + "list_edge_packaging_jobs" +) +list_endpoint_configs_paginator: ListEndpointConfigsPaginator = client.get_paginator( + "list_endpoint_configs" +) +list_endpoints_paginator: ListEndpointsPaginator = client.get_paginator("list_endpoints") +list_experiments_paginator: ListExperimentsPaginator = client.get_paginator("list_experiments") +list_feature_groups_paginator: ListFeatureGroupsPaginator = client.get_paginator( + "list_feature_groups" +) +list_flow_definitions_paginator: ListFlowDefinitionsPaginator = client.get_paginator( + "list_flow_definitions" +) +list_human_task_uis_paginator: ListHumanTaskUisPaginator = client.get_paginator( + "list_human_task_uis" +) +list_hyper_parameter_tuning_jobs_paginator: ListHyperParameterTuningJobsPaginator = ( + client.get_paginator("list_hyper_parameter_tuning_jobs") +) +list_image_versions_paginator: ListImageVersionsPaginator = client.get_paginator( + "list_image_versions" +) +list_images_paginator: ListImagesPaginator = client.get_paginator("list_images") +list_inference_experiments_paginator: ListInferenceExperimentsPaginator = client.get_paginator( + "list_inference_experiments" +) +list_inference_recommendations_job_steps_paginator: ListInferenceRecommendationsJobStepsPaginator = client.get_paginator( + "list_inference_recommendations_job_steps" +) +list_inference_recommendations_jobs_paginator: ListInferenceRecommendationsJobsPaginator = ( + client.get_paginator("list_inference_recommendations_jobs") +) +list_labeling_jobs_paginator: ListLabelingJobsPaginator = client.get_paginator("list_labeling_jobs") +list_labeling_jobs_for_workteam_paginator: ListLabelingJobsForWorkteamPaginator = ( + client.get_paginator("list_labeling_jobs_for_workteam") +) +list_lineage_groups_paginator: ListLineageGroupsPaginator = client.get_paginator( + "list_lineage_groups" +) +list_model_bias_job_definitions_paginator: ListModelBiasJobDefinitionsPaginator = ( + client.get_paginator("list_model_bias_job_definitions") +) +list_model_card_export_jobs_paginator: ListModelCardExportJobsPaginator = client.get_paginator( + "list_model_card_export_jobs" +) +list_model_card_versions_paginator: ListModelCardVersionsPaginator = client.get_paginator( + "list_model_card_versions" +) +list_model_cards_paginator: ListModelCardsPaginator = client.get_paginator("list_model_cards") +list_model_explainability_job_definitions_paginator: ListModelExplainabilityJobDefinitionsPaginator = client.get_paginator( + "list_model_explainability_job_definitions" +) +list_model_metadata_paginator: ListModelMetadataPaginator = client.get_paginator( + "list_model_metadata" +) +list_model_package_groups_paginator: ListModelPackageGroupsPaginator = client.get_paginator( + "list_model_package_groups" +) +list_model_packages_paginator: ListModelPackagesPaginator = client.get_paginator( + "list_model_packages" +) +list_model_quality_job_definitions_paginator: ListModelQualityJobDefinitionsPaginator = ( + client.get_paginator("list_model_quality_job_definitions") +) +list_models_paginator: ListModelsPaginator = client.get_paginator("list_models") +list_monitoring_alert_history_paginator: ListMonitoringAlertHistoryPaginator = client.get_paginator( + "list_monitoring_alert_history" +) +list_monitoring_alerts_paginator: ListMonitoringAlertsPaginator = client.get_paginator( + "list_monitoring_alerts" +) +list_monitoring_executions_paginator: ListMonitoringExecutionsPaginator = client.get_paginator( + "list_monitoring_executions" +) +list_monitoring_schedules_paginator: ListMonitoringSchedulesPaginator = client.get_paginator( + "list_monitoring_schedules" +) +list_notebook_instance_lifecycle_configs_paginator: ListNotebookInstanceLifecycleConfigsPaginator = client.get_paginator( + "list_notebook_instance_lifecycle_configs" +) +list_notebook_instances_paginator: ListNotebookInstancesPaginator = client.get_paginator( + "list_notebook_instances" +) +list_pipeline_execution_steps_paginator: ListPipelineExecutionStepsPaginator = client.get_paginator( + "list_pipeline_execution_steps" +) +list_pipeline_executions_paginator: ListPipelineExecutionsPaginator = client.get_paginator( + "list_pipeline_executions" +) +list_pipeline_parameters_for_execution_paginator: ListPipelineParametersForExecutionPaginator = ( + client.get_paginator("list_pipeline_parameters_for_execution") +) +list_pipelines_paginator: ListPipelinesPaginator = client.get_paginator("list_pipelines") +list_processing_jobs_paginator: ListProcessingJobsPaginator = client.get_paginator( + "list_processing_jobs" +) +list_spaces_paginator: ListSpacesPaginator = client.get_paginator("list_spaces") +list_stage_devices_paginator: ListStageDevicesPaginator = client.get_paginator("list_stage_devices") +list_studio_lifecycle_configs_paginator: ListStudioLifecycleConfigsPaginator = client.get_paginator( + "list_studio_lifecycle_configs" +) +list_subscribed_workteams_paginator: ListSubscribedWorkteamsPaginator = client.get_paginator( + "list_subscribed_workteams" +) +list_tags_paginator: ListTagsPaginator = client.get_paginator("list_tags") +list_training_jobs_paginator: ListTrainingJobsPaginator = client.get_paginator("list_training_jobs") +list_training_jobs_for_hyper_parameter_tuning_job_paginator: ListTrainingJobsForHyperParameterTuningJobPaginator = client.get_paginator( + "list_training_jobs_for_hyper_parameter_tuning_job" +) +list_transform_jobs_paginator: ListTransformJobsPaginator = client.get_paginator( + "list_transform_jobs" +) +list_trial_components_paginator: ListTrialComponentsPaginator = client.get_paginator( + "list_trial_components" +) +list_trials_paginator: ListTrialsPaginator = client.get_paginator("list_trials") +list_user_profiles_paginator: ListUserProfilesPaginator = client.get_paginator("list_user_profiles") +list_workforces_paginator: ListWorkforcesPaginator = client.get_paginator("list_workforces") +list_workteams_paginator: ListWorkteamsPaginator = client.get_paginator("list_workteams") +search_paginator: SearchPaginator = client.get_paginator("search") +``` + +<a id="waiters-annotations"></a> + +### Waiters annotations + +`mypy_boto3_sagemaker.waiter` module contains type annotations for all waiters. + +```python +from boto3.session import Session + +from mypy_boto3_sagemaker import SageMakerClient +from mypy_boto3_sagemaker.waiter import ( + EndpointDeletedWaiter, + EndpointInServiceWaiter, + ImageCreatedWaiter, + ImageDeletedWaiter, + ImageUpdatedWaiter, + ImageVersionCreatedWaiter, + ImageVersionDeletedWaiter, + NotebookInstanceDeletedWaiter, + NotebookInstanceInServiceWaiter, + NotebookInstanceStoppedWaiter, + ProcessingJobCompletedOrStoppedWaiter, + TrainingJobCompletedOrStoppedWaiter, + TransformJobCompletedOrStoppedWaiter, +) + +client: SageMakerClient = Session().client("sagemaker") + +# Explicit type annotations are optional here +# Types should be correctly discovered by mypy and IDEs +endpoint_deleted_waiter: EndpointDeletedWaiter = client.get_waiter("endpoint_deleted") +endpoint_in_service_waiter: EndpointInServiceWaiter = client.get_waiter("endpoint_in_service") +image_created_waiter: ImageCreatedWaiter = client.get_waiter("image_created") +image_deleted_waiter: ImageDeletedWaiter = client.get_waiter("image_deleted") +image_updated_waiter: ImageUpdatedWaiter = client.get_waiter("image_updated") +image_version_created_waiter: ImageVersionCreatedWaiter = client.get_waiter("image_version_created") +image_version_deleted_waiter: ImageVersionDeletedWaiter = client.get_waiter("image_version_deleted") +notebook_instance_deleted_waiter: NotebookInstanceDeletedWaiter = client.get_waiter( + "notebook_instance_deleted" +) +notebook_instance_in_service_waiter: NotebookInstanceInServiceWaiter = client.get_waiter( + "notebook_instance_in_service" +) +notebook_instance_stopped_waiter: NotebookInstanceStoppedWaiter = client.get_waiter( + "notebook_instance_stopped" +) +processing_job_completed_or_stopped_waiter: ProcessingJobCompletedOrStoppedWaiter = ( + client.get_waiter("processing_job_completed_or_stopped") +) +training_job_completed_or_stopped_waiter: TrainingJobCompletedOrStoppedWaiter = client.get_waiter( + "training_job_completed_or_stopped" +) +transform_job_completed_or_stopped_waiter: TransformJobCompletedOrStoppedWaiter = client.get_waiter( + "transform_job_completed_or_stopped" +) +``` + +<a id="literals"></a> + +### Literals + +`mypy_boto3_sagemaker.literals` module contains literals extracted from shapes +that can be used in user code for type checking. + +```python +from mypy_boto3_sagemaker.literals import ( + ActionStatusType, + AlgorithmSortByType, + AlgorithmStatusType, + AppImageConfigSortKeyType, + AppInstanceTypeType, + AppNetworkAccessTypeType, + AppSecurityGroupManagementType, + AppSortKeyType, + AppStatusType, + AppTypeType, + ArtifactSourceIdTypeType, + AssemblyTypeType, + AssociationEdgeTypeType, + AsyncNotificationTopicTypesType, + AthenaResultCompressionTypeType, + AthenaResultFormatType, + AuthModeType, + AutoMLAlgorithmType, + AutoMLChannelTypeType, + AutoMLJobObjectiveTypeType, + AutoMLJobSecondaryStatusType, + AutoMLJobStatusType, + AutoMLMetricEnumType, + AutoMLMetricExtendedEnumType, + AutoMLModeType, + AutoMLProcessingUnitType, + AutoMLS3DataTypeType, + AutoMLSortByType, + AutoMLSortOrderType, + AwsManagedHumanLoopRequestSourceType, + BatchStrategyType, + BooleanOperatorType, + CandidateSortByType, + CandidateStatusType, + CandidateStepTypeType, + CapacitySizeTypeType, + CaptureModeType, + CaptureStatusType, + ClarifyFeatureTypeType, + ClarifyTextGranularityType, + ClarifyTextLanguageType, + CodeRepositorySortByType, + CodeRepositorySortOrderType, + CompilationJobStatusType, + CompleteOnConvergenceType, + CompressionTypeType, + ConditionOutcomeType, + ContainerModeType, + ContentClassifierType, + DataDistributionTypeType, + DetailedAlgorithmStatusType, + DetailedModelPackageStatusType, + DeviceDeploymentStatusType, + DeviceSubsetTypeType, + DirectInternetAccessType, + DirectionType, + DomainStatusType, + EdgePackagingJobStatusType, + EdgePresetDeploymentStatusType, + EdgePresetDeploymentTypeType, + EndpointConfigSortKeyType, + EndpointDeletedWaiterName, + EndpointInServiceWaiterName, + EndpointSortKeyType, + EndpointStatusType, + ExecutionRoleIdentityConfigType, + ExecutionStatusType, + FailureHandlingPolicyType, + FeatureGroupSortByType, + FeatureGroupSortOrderType, + FeatureGroupStatusType, + FeatureStatusType, + FeatureTypeType, + FileSystemAccessModeType, + FileSystemTypeType, + FlowDefinitionStatusType, + FrameworkType, + HubContentSortByType, + HubContentStatusType, + HubContentTypeType, + HubSortByType, + HubStatusType, + HumanTaskUiStatusType, + HyperParameterScalingTypeType, + HyperParameterTuningAllocationStrategyType, + HyperParameterTuningJobObjectiveTypeType, + HyperParameterTuningJobSortByOptionsType, + HyperParameterTuningJobStatusType, + HyperParameterTuningJobStrategyTypeType, + HyperParameterTuningJobWarmStartTypeType, + ImageCreatedWaiterName, + ImageDeletedWaiterName, + ImageSortByType, + ImageSortOrderType, + ImageStatusType, + ImageUpdatedWaiterName, + ImageVersionCreatedWaiterName, + ImageVersionDeletedWaiterName, + ImageVersionSortByType, + ImageVersionSortOrderType, + ImageVersionStatusType, + InferenceExecutionModeType, + InferenceExperimentStatusType, + InferenceExperimentStopDesiredStateType, + InferenceExperimentTypeType, + InputModeType, + InstanceTypeType, + JobTypeType, + JoinSourceType, + LabelingJobStatusType, + LastUpdateStatusValueType, + LineageTypeType, + ListActionsPaginatorName, + ListAlgorithmsPaginatorName, + ListAliasesPaginatorName, + ListAppImageConfigsPaginatorName, + ListAppsPaginatorName, + ListArtifactsPaginatorName, + ListAssociationsPaginatorName, + ListAutoMLJobsPaginatorName, + ListCandidatesForAutoMLJobPaginatorName, + ListCodeRepositoriesPaginatorName, + ListCompilationJobsPaginatorName, + ListCompilationJobsSortByType, + ListContextsPaginatorName, + ListDataQualityJobDefinitionsPaginatorName, + ListDeviceFleetsPaginatorName, + ListDeviceFleetsSortByType, + ListDevicesPaginatorName, + ListDomainsPaginatorName, + ListEdgeDeploymentPlansPaginatorName, + ListEdgeDeploymentPlansSortByType, + ListEdgePackagingJobsPaginatorName, + ListEdgePackagingJobsSortByType, + ListEndpointConfigsPaginatorName, + ListEndpointsPaginatorName, + ListExperimentsPaginatorName, + ListFeatureGroupsPaginatorName, + ListFlowDefinitionsPaginatorName, + ListHumanTaskUisPaginatorName, + ListHyperParameterTuningJobsPaginatorName, + ListImageVersionsPaginatorName, + ListImagesPaginatorName, + ListInferenceExperimentsPaginatorName, + ListInferenceRecommendationsJobStepsPaginatorName, + ListInferenceRecommendationsJobsPaginatorName, + ListInferenceRecommendationsJobsSortByType, + ListLabelingJobsForWorkteamPaginatorName, + ListLabelingJobsForWorkteamSortByOptionsType, + ListLabelingJobsPaginatorName, + ListLineageGroupsPaginatorName, + ListModelBiasJobDefinitionsPaginatorName, + ListModelCardExportJobsPaginatorName, + ListModelCardVersionsPaginatorName, + ListModelCardsPaginatorName, + ListModelExplainabilityJobDefinitionsPaginatorName, + ListModelMetadataPaginatorName, + ListModelPackageGroupsPaginatorName, + ListModelPackagesPaginatorName, + ListModelQualityJobDefinitionsPaginatorName, + ListModelsPaginatorName, + ListMonitoringAlertHistoryPaginatorName, + ListMonitoringAlertsPaginatorName, + ListMonitoringExecutionsPaginatorName, + ListMonitoringSchedulesPaginatorName, + ListNotebookInstanceLifecycleConfigsPaginatorName, + ListNotebookInstancesPaginatorName, + ListPipelineExecutionStepsPaginatorName, + ListPipelineExecutionsPaginatorName, + ListPipelineParametersForExecutionPaginatorName, + ListPipelinesPaginatorName, + ListProcessingJobsPaginatorName, + ListSpacesPaginatorName, + ListStageDevicesPaginatorName, + ListStudioLifecycleConfigsPaginatorName, + ListSubscribedWorkteamsPaginatorName, + ListTagsPaginatorName, + ListTrainingJobsForHyperParameterTuningJobPaginatorName, + ListTrainingJobsPaginatorName, + ListTransformJobsPaginatorName, + ListTrialComponentsPaginatorName, + ListTrialsPaginatorName, + ListUserProfilesPaginatorName, + ListWorkforcesPaginatorName, + ListWorkforcesSortByOptionsType, + ListWorkteamsPaginatorName, + ListWorkteamsSortByOptionsType, + MetricSetSourceType, + ModelApprovalStatusType, + ModelCacheSettingType, + ModelCardExportJobSortByType, + ModelCardExportJobSortOrderType, + ModelCardExportJobStatusType, + ModelCardProcessingStatusType, + ModelCardSortByType, + ModelCardSortOrderType, + ModelCardStatusType, + ModelCardVersionSortByType, + ModelInfrastructureTypeType, + ModelMetadataFilterTypeType, + ModelPackageGroupSortByType, + ModelPackageGroupStatusType, + ModelPackageSortByType, + ModelPackageStatusType, + ModelPackageTypeType, + ModelSortKeyType, + ModelVariantActionType, + ModelVariantStatusType, + MonitoringAlertHistorySortKeyType, + MonitoringAlertStatusType, + MonitoringExecutionSortKeyType, + MonitoringJobDefinitionSortKeyType, + MonitoringProblemTypeType, + MonitoringScheduleSortKeyType, + MonitoringTypeType, + NotebookInstanceAcceleratorTypeType, + NotebookInstanceDeletedWaiterName, + NotebookInstanceInServiceWaiterName, + NotebookInstanceLifecycleConfigSortKeyType, + NotebookInstanceLifecycleConfigSortOrderType, + NotebookInstanceSortKeyType, + NotebookInstanceSortOrderType, + NotebookInstanceStatusType, + NotebookInstanceStoppedWaiterName, + NotebookOutputOptionType, + ObjectiveStatusType, + OfflineStoreStatusValueType, + OperatorType, + OrderKeyType, + ParameterTypeType, + PipelineExecutionStatusType, + PipelineStatusType, + ProblemTypeType, + ProcessingInstanceTypeType, + ProcessingJobCompletedOrStoppedWaiterName, + ProcessingJobStatusType, + ProcessingS3CompressionTypeType, + ProcessingS3DataDistributionTypeType, + ProcessingS3DataTypeType, + ProcessingS3InputModeType, + ProcessingS3UploadModeType, + ProcessorType, + ProductionVariantAcceleratorTypeType, + ProductionVariantInstanceTypeType, + ProfilingStatusType, + ProjectSortByType, + ProjectSortOrderType, + ProjectStatusType, + RStudioServerProAccessStatusType, + RStudioServerProUserGroupType, + RecommendationJobStatusType, + RecommendationJobTypeType, + RecommendationStepTypeType, + RecordWrapperType, + RedshiftResultCompressionTypeType, + RedshiftResultFormatType, + RepositoryAccessModeType, + ResourceTypeType, + RetentionTypeType, + RootAccessType, + RuleEvaluationStatusType, + S3DataDistributionType, + S3DataTypeType, + SagemakerServicecatalogStatusType, + ScheduleStatusType, + SearchPaginatorName, + SearchSortOrderType, + SecondaryStatusType, + SortActionsByType, + SortArtifactsByType, + SortAssociationsByType, + SortByType, + SortContextsByType, + SortExperimentsByType, + SortInferenceExperimentsByType, + SortLineageGroupsByType, + SortOrderType, + SortPipelineExecutionsByType, + SortPipelinesByType, + SortTrialComponentsByType, + SortTrialsByType, + SpaceSortKeyType, + SpaceStatusType, + SplitTypeType, + StageStatusType, + StepStatusType, + StudioLifecycleConfigAppTypeType, + StudioLifecycleConfigSortKeyType, + TableFormatType, + TargetDeviceType, + TargetPlatformAcceleratorType, + TargetPlatformArchType, + TargetPlatformOsType, + TrafficRoutingConfigTypeType, + TrafficTypeType, + TrainingInputModeType, + TrainingInstanceTypeType, + TrainingJobCompletedOrStoppedWaiterName, + TrainingJobEarlyStoppingTypeType, + TrainingJobSortByOptionsType, + TrainingJobStatusType, + TrainingRepositoryAccessModeType, + TransformInstanceTypeType, + TransformJobCompletedOrStoppedWaiterName, + TransformJobStatusType, + TrialComponentPrimaryStatusType, + UserProfileSortKeyType, + UserProfileStatusType, + VariantPropertyTypeType, + VariantStatusType, + VendorGuidanceType, + WarmPoolResourceStatusType, + WorkforceStatusType, + SageMakerServiceName, + ServiceName, + ResourceServiceName, + PaginatorName, + WaiterName, + RegionName, +) + + +def check_value(value: ActionStatusType) -> bool: + ... +``` + +<a id="typed-dictionaries"></a> + +### Typed dictionaries + +`mypy_boto3_sagemaker.type_defs` module contains structures and shapes +assembled to typed dictionaries for additional type checking. + +```python +from mypy_boto3_sagemaker.type_defs import ( + ActionSourceTypeDef, + AddAssociationRequestRequestTypeDef, + AddAssociationResponseTypeDef, + TagTypeDef, + AgentVersionTypeDef, + AlarmTypeDef, + MetricDefinitionTypeDef, + AlgorithmStatusItemTypeDef, + AlgorithmSummaryTypeDef, + AnnotationConsolidationConfigTypeDef, + AppDetailsTypeDef, + AppSpecificationTypeDef, + ArtifactSourceTypeTypeDef, + AssociateTrialComponentRequestRequestTypeDef, + AssociateTrialComponentResponseTypeDef, + AsyncInferenceClientConfigTypeDef, + AsyncInferenceNotificationConfigTypeDef, + AthenaDatasetDefinitionTypeDef, + AutoMLAlgorithmConfigTypeDef, + AutoMLCandidateStepTypeDef, + AutoMLContainerDefinitionTypeDef, + FinalAutoMLJobObjectiveMetricTypeDef, + AutoMLS3DataSourceTypeDef, + AutoMLDataSplitConfigTypeDef, + AutoMLJobArtifactsTypeDef, + AutoMLJobCompletionCriteriaTypeDef, + AutoMLJobObjectiveTypeDef, + AutoMLJobStepMetadataTypeDef, + AutoMLPartialFailureReasonTypeDef, + AutoMLOutputDataConfigTypeDef, + VpcConfigTypeDef, + BatchDataCaptureConfigTypeDef, + BatchDescribeModelPackageErrorTypeDef, + BatchDescribeModelPackageInputRequestTypeDef, + BestObjectiveNotImprovingTypeDef, + MetricsSourceTypeDef, + CacheHitResultTypeDef, + OutputParameterTypeDef, + CandidateArtifactLocationsTypeDef, + MetricDatumTypeDef, + TimeSeriesForecastingSettingsTypeDef, + CapacitySizeTypeDef, + CaptureContentTypeHeaderTypeDef, + CaptureOptionTypeDef, + CategoricalParameterRangeSpecificationTypeDef, + CategoricalParameterRangeTypeDef, + CategoricalParameterTypeDef, + ChannelSpecificationTypeDef, + ShuffleConfigTypeDef, + CheckpointConfigTypeDef, + ClarifyCheckStepMetadataTypeDef, + ClarifyInferenceConfigTypeDef, + ClarifyShapBaselineConfigTypeDef, + ClarifyTextConfigTypeDef, + GitConfigTypeDef, + CodeRepositoryTypeDef, + CognitoConfigTypeDef, + CognitoMemberDefinitionTypeDef, + CollectionConfigurationTypeDef, + CompilationJobSummaryTypeDef, + ConditionStepMetadataTypeDef, + MultiModelConfigTypeDef, + ContextSourceTypeDef, + ContinuousParameterRangeSpecificationTypeDef, + ContinuousParameterRangeTypeDef, + ConvergenceDetectedTypeDef, + MetadataPropertiesTypeDef, + CreateActionResponseTypeDef, + CreateAlgorithmOutputTypeDef, + CreateAppImageConfigResponseTypeDef, + ResourceSpecTypeDef, + CreateAppResponseTypeDef, + CreateArtifactResponseTypeDef, + ModelDeployConfigTypeDef, + CreateAutoMLJobResponseTypeDef, + CreateAutoMLJobV2ResponseTypeDef, + CreateCodeRepositoryOutputTypeDef, + InputConfigTypeDef, + NeoVpcConfigTypeDef, + StoppingConditionTypeDef, + CreateCompilationJobResponseTypeDef, + CreateContextResponseTypeDef, + DataQualityAppSpecificationTypeDef, + MonitoringStoppingConditionTypeDef, + CreateDataQualityJobDefinitionResponseTypeDef, + EdgeOutputConfigTypeDef, + CreateDomainResponseTypeDef, + EdgeDeploymentModelConfigTypeDef, + CreateEdgeDeploymentPlanResponseTypeDef, + CreateEndpointConfigOutputTypeDef, + CreateEndpointOutputTypeDef, + CreateExperimentResponseTypeDef, + FeatureDefinitionTypeDef, + CreateFeatureGroupResponseTypeDef, + FlowDefinitionOutputConfigTypeDef, + HumanLoopRequestSourceTypeDef, + CreateFlowDefinitionResponseTypeDef, + HubS3StorageConfigTypeDef, + CreateHubResponseTypeDef, + UiTemplateTypeDef, + CreateHumanTaskUiResponseTypeDef, + CreateHyperParameterTuningJobResponseTypeDef, + CreateImageResponseTypeDef, + CreateImageVersionRequestRequestTypeDef, + CreateImageVersionResponseTypeDef, + InferenceExperimentScheduleTypeDef, + CreateInferenceExperimentResponseTypeDef, + CreateInferenceRecommendationsJobResponseTypeDef, + LabelingJobOutputConfigTypeDef, + LabelingJobStoppingConditionsTypeDef, + CreateLabelingJobResponseTypeDef, + ModelBiasAppSpecificationTypeDef, + CreateModelBiasJobDefinitionResponseTypeDef, + ModelCardExportOutputConfigTypeDef, + CreateModelCardExportJobResponseTypeDef, + ModelCardSecurityConfigTypeDef, + CreateModelCardResponseTypeDef, + ModelExplainabilityAppSpecificationTypeDef, + CreateModelExplainabilityJobDefinitionResponseTypeDef, + InferenceExecutionConfigTypeDef, + CreateModelOutputTypeDef, + CreateModelPackageGroupOutputTypeDef, + CreateModelPackageOutputTypeDef, + ModelQualityAppSpecificationTypeDef, + CreateModelQualityJobDefinitionResponseTypeDef, + CreateMonitoringScheduleResponseTypeDef, + InstanceMetadataServiceConfigurationTypeDef, + NotebookInstanceLifecycleHookTypeDef, + CreateNotebookInstanceLifecycleConfigOutputTypeDef, + CreateNotebookInstanceOutputTypeDef, + ParallelismConfigurationTypeDef, + PipelineDefinitionS3LocationTypeDef, + CreatePipelineResponseTypeDef, + CreatePresignedDomainUrlRequestRequestTypeDef, + CreatePresignedDomainUrlResponseTypeDef, + CreatePresignedNotebookInstanceUrlInputRequestTypeDef, + CreatePresignedNotebookInstanceUrlOutputTypeDef, + ExperimentConfigTypeDef, + ProcessingStoppingConditionTypeDef, + CreateProcessingJobResponseTypeDef, + CreateProjectOutputTypeDef, + CreateSpaceResponseTypeDef, + CreateStudioLifecycleConfigResponseTypeDef, + DebugRuleConfigurationTypeDef, + OutputDataConfigTypeDef, + ProfilerConfigTypeDef, + ProfilerRuleConfigurationTypeDef, + RetryStrategyTypeDef, + TensorBoardOutputConfigTypeDef, + CreateTrainingJobResponseTypeDef, + DataProcessingTypeDef, + ModelClientConfigTypeDef, + TransformOutputTypeDef, + TransformResourcesTypeDef, + CreateTransformJobResponseTypeDef, + TrialComponentArtifactTypeDef, + TrialComponentParameterValueTypeDef, + TrialComponentStatusTypeDef, + CreateTrialComponentResponseTypeDef, + CreateTrialResponseTypeDef, + CreateUserProfileResponseTypeDef, + OidcConfigTypeDef, + SourceIpConfigTypeDef, + WorkforceVpcConfigRequestTypeDef, + CreateWorkforceResponseTypeDef, + NotificationConfigurationTypeDef, + CreateWorkteamResponseTypeDef, + CustomImageTypeDef, + DataCaptureConfigSummaryTypeDef, + DataCatalogConfigTypeDef, + MonitoringConstraintsResourceTypeDef, + MonitoringStatisticsResourceTypeDef, + EndpointInputTypeDef, + FileSystemDataSourceTypeDef, + S3DataSourceTypeDef, + RedshiftDatasetDefinitionTypeDef, + DebugRuleEvaluationStatusTypeDef, + DeleteActionRequestRequestTypeDef, + DeleteActionResponseTypeDef, + DeleteAlgorithmInputRequestTypeDef, + DeleteAppImageConfigRequestRequestTypeDef, + DeleteAppRequestRequestTypeDef, + DeleteArtifactResponseTypeDef, + DeleteAssociationRequestRequestTypeDef, + DeleteAssociationResponseTypeDef, + DeleteCodeRepositoryInputRequestTypeDef, + DeleteContextRequestRequestTypeDef, + DeleteContextResponseTypeDef, + DeleteDataQualityJobDefinitionRequestRequestTypeDef, + DeleteDeviceFleetRequestRequestTypeDef, + RetentionPolicyTypeDef, + DeleteEdgeDeploymentPlanRequestRequestTypeDef, + DeleteEdgeDeploymentStageRequestRequestTypeDef, + DeleteEndpointConfigInputRequestTypeDef, + DeleteEndpointInputRequestTypeDef, + DeleteExperimentRequestRequestTypeDef, + DeleteExperimentResponseTypeDef, + DeleteFeatureGroupRequestRequestTypeDef, + DeleteFlowDefinitionRequestRequestTypeDef, + DeleteHubContentRequestRequestTypeDef, + DeleteHubRequestRequestTypeDef, + DeleteHumanTaskUiRequestRequestTypeDef, + DeleteImageRequestRequestTypeDef, + DeleteImageVersionRequestRequestTypeDef, + DeleteInferenceExperimentRequestRequestTypeDef, + DeleteInferenceExperimentResponseTypeDef, + DeleteModelBiasJobDefinitionRequestRequestTypeDef, + DeleteModelCardRequestRequestTypeDef, + DeleteModelExplainabilityJobDefinitionRequestRequestTypeDef, + DeleteModelInputRequestTypeDef, + DeleteModelPackageGroupInputRequestTypeDef, + DeleteModelPackageGroupPolicyInputRequestTypeDef, + DeleteModelPackageInputRequestTypeDef, + DeleteModelQualityJobDefinitionRequestRequestTypeDef, + DeleteMonitoringScheduleRequestRequestTypeDef, + DeleteNotebookInstanceInputRequestTypeDef, + DeleteNotebookInstanceLifecycleConfigInputRequestTypeDef, + DeletePipelineRequestRequestTypeDef, + DeletePipelineResponseTypeDef, + DeleteProjectInputRequestTypeDef, + DeleteSpaceRequestRequestTypeDef, + DeleteStudioLifecycleConfigRequestRequestTypeDef, + DeleteTagsInputRequestTypeDef, + DeleteTrialComponentRequestRequestTypeDef, + DeleteTrialComponentResponseTypeDef, + DeleteTrialRequestRequestTypeDef, + DeleteTrialResponseTypeDef, + DeleteUserProfileRequestRequestTypeDef, + DeleteWorkforceRequestRequestTypeDef, + DeleteWorkteamRequestRequestTypeDef, + DeleteWorkteamResponseTypeDef, + DeployedImageTypeDef, + DeviceSelectionConfigTypeDef, + EdgeDeploymentConfigTypeDef, + EdgeDeploymentStatusTypeDef, + DeregisterDevicesRequestRequestTypeDef, + DescribeActionRequestRequestTypeDef, + DescribeAlgorithmInputRequestTypeDef, + DescribeAppImageConfigRequestRequestTypeDef, + DescribeAppRequestRequestTypeDef, + DescribeArtifactRequestRequestTypeDef, + DescribeAutoMLJobRequestRequestTypeDef, + ModelDeployResultTypeDef, + DescribeAutoMLJobV2RequestRequestTypeDef, + DescribeCodeRepositoryInputRequestTypeDef, + DescribeCompilationJobRequestRequestTypeDef, + ModelArtifactsTypeDef, + ModelDigestsTypeDef, + DescribeContextRequestRequestTypeDef, + DescribeDataQualityJobDefinitionRequestRequestTypeDef, + DescribeDeviceFleetRequestRequestTypeDef, + DescribeDeviceRequestRequestTypeDef, + EdgeModelTypeDef, + DescribeDomainRequestRequestTypeDef, + DescribeEdgeDeploymentPlanRequestRequestTypeDef, + DescribeEdgePackagingJobRequestRequestTypeDef, + EdgePresetDeploymentOutputTypeDef, + DescribeEndpointConfigInputRequestTypeDef, + WaiterConfigTypeDef, + DescribeEndpointInputRequestTypeDef, + DescribeExperimentRequestRequestTypeDef, + ExperimentSourceTypeDef, + DescribeFeatureGroupRequestRequestTypeDef, + LastUpdateStatusTypeDef, + OfflineStoreStatusTypeDef, + DescribeFeatureMetadataRequestRequestTypeDef, + FeatureParameterTypeDef, + DescribeFlowDefinitionRequestRequestTypeDef, + DescribeHubContentRequestRequestTypeDef, + HubContentDependencyTypeDef, + DescribeHubRequestRequestTypeDef, + DescribeHumanTaskUiRequestRequestTypeDef, + UiTemplateInfoTypeDef, + DescribeHyperParameterTuningJobRequestRequestTypeDef, + HyperParameterTuningJobCompletionDetailsTypeDef, + HyperParameterTuningJobConsumedResourcesTypeDef, + ObjectiveStatusCountersTypeDef, + TrainingJobStatusCountersTypeDef, + DescribeImageRequestRequestTypeDef, + DescribeImageResponseTypeDef, + DescribeImageVersionRequestRequestTypeDef, + DescribeImageVersionResponseTypeDef, + DescribeInferenceExperimentRequestRequestTypeDef, + EndpointMetadataTypeDef, + DescribeInferenceRecommendationsJobRequestRequestTypeDef, + DescribeLabelingJobRequestRequestTypeDef, + LabelCountersTypeDef, + LabelingJobOutputTypeDef, + DescribeLineageGroupRequestRequestTypeDef, + DescribeModelBiasJobDefinitionRequestRequestTypeDef, + DescribeModelCardExportJobRequestRequestTypeDef, + ModelCardExportArtifactsTypeDef, + DescribeModelCardRequestRequestTypeDef, + DescribeModelExplainabilityJobDefinitionRequestRequestTypeDef, + DescribeModelInputRequestTypeDef, + DescribeModelPackageGroupInputRequestTypeDef, + DescribeModelPackageInputRequestTypeDef, + DescribeModelQualityJobDefinitionRequestRequestTypeDef, + DescribeMonitoringScheduleRequestRequestTypeDef, + MonitoringExecutionSummaryTypeDef, + DescribeNotebookInstanceInputRequestTypeDef, + DescribeNotebookInstanceLifecycleConfigInputRequestTypeDef, + DescribePipelineDefinitionForExecutionRequestRequestTypeDef, + DescribePipelineDefinitionForExecutionResponseTypeDef, + DescribePipelineExecutionRequestRequestTypeDef, + PipelineExperimentConfigTypeDef, + DescribePipelineRequestRequestTypeDef, + DescribeProcessingJobRequestRequestTypeDef, + DescribeProjectInputRequestTypeDef, + ServiceCatalogProvisionedProductDetailsTypeDef, + DescribeSpaceRequestRequestTypeDef, + DescribeStudioLifecycleConfigRequestRequestTypeDef, + DescribeStudioLifecycleConfigResponseTypeDef, + DescribeSubscribedWorkteamRequestRequestTypeDef, + SubscribedWorkteamTypeDef, + DescribeTrainingJobRequestRequestTypeDef, + MetricDataTypeDef, + ProfilerRuleEvaluationStatusTypeDef, + SecondaryStatusTransitionTypeDef, + WarmPoolStatusTypeDef, + DescribeTransformJobRequestRequestTypeDef, + DescribeTrialComponentRequestRequestTypeDef, + TrialComponentMetricSummaryTypeDef, + TrialComponentSourceTypeDef, + DescribeTrialRequestRequestTypeDef, + TrialSourceTypeDef, + DescribeUserProfileRequestRequestTypeDef, + DescribeWorkforceRequestRequestTypeDef, + DescribeWorkteamRequestRequestTypeDef, + DesiredWeightAndCapacityTypeDef, + DeviceDeploymentSummaryTypeDef, + DeviceFleetSummaryTypeDef, + DeviceStatsTypeDef, + EdgeModelSummaryTypeDef, + DeviceTypeDef, + DisassociateTrialComponentRequestRequestTypeDef, + DisassociateTrialComponentResponseTypeDef, + DomainDetailsTypeDef, + FileSourceTypeDef, + EMRStepMetadataTypeDef, + EdgeDeploymentPlanSummaryTypeDef, + EdgeModelStatTypeDef, + EdgePackagingJobSummaryTypeDef, + EdgeTypeDef, + EmptyResponseMetadataTypeDef, + EndpointConfigSummaryTypeDef, + EndpointInfoTypeDef, + EndpointOutputConfigurationTypeDef, + InferenceMetricsTypeDef, + EndpointSummaryTypeDef, + EnvironmentParameterTypeDef, + FailStepMetadataTypeDef, + FileSystemConfigTypeDef, + FilterTypeDef, + FinalHyperParameterTuningJobObjectiveMetricTypeDef, + FlowDefinitionSummaryTypeDef, + GetDeviceFleetReportRequestRequestTypeDef, + GetLineageGroupPolicyRequestRequestTypeDef, + GetLineageGroupPolicyResponseTypeDef, + GetModelPackageGroupPolicyInputRequestTypeDef, + GetModelPackageGroupPolicyOutputTypeDef, + GetSagemakerServicecatalogPortfolioStatusOutputTypeDef, + PropertyNameSuggestionTypeDef, + GitConfigForUpdateTypeDef, + HubContentInfoTypeDef, + HubInfoTypeDef, + HumanLoopActivationConditionsConfigTypeDef, + UiConfigTypeDef, + HumanTaskUiSummaryTypeDef, + HyperParameterTuningJobObjectiveTypeDef, + HyperParameterTuningInstanceConfigTypeDef, + ResourceLimitsTypeDef, + HyperbandStrategyConfigTypeDef, + ParentHyperParameterTuningJobTypeDef, + IamIdentityTypeDef, + RepositoryAuthConfigTypeDef, + ImageTypeDef, + ImageVersionTypeDef, + ImportHubContentResponseTypeDef, + RecommendationMetricsTypeDef, + InferenceRecommendationsJobTypeDef, + InstanceGroupTypeDef, + IntegerParameterRangeSpecificationTypeDef, + IntegerParameterRangeTypeDef, + KernelSpecTypeDef, + LabelCountersForWorkteamTypeDef, + LabelingJobDataAttributesTypeDef, + LabelingJobS3DataSourceTypeDef, + LabelingJobSnsDataSourceTypeDef, + LineageGroupSummaryTypeDef, + ListActionsRequestListActionsPaginateTypeDef, + ListActionsRequestRequestTypeDef, + ListAlgorithmsInputListAlgorithmsPaginateTypeDef, + ListAlgorithmsInputRequestTypeDef, + ListAliasesRequestListAliasesPaginateTypeDef, + ListAliasesRequestRequestTypeDef, + ListAliasesResponseTypeDef, + ListAppImageConfigsRequestListAppImageConfigsPaginateTypeDef, + ListAppImageConfigsRequestRequestTypeDef, + ListAppsRequestListAppsPaginateTypeDef, + ListAppsRequestRequestTypeDef, + ListArtifactsRequestListArtifactsPaginateTypeDef, + ListArtifactsRequestRequestTypeDef, + ListAssociationsRequestListAssociationsPaginateTypeDef, + ListAssociationsRequestRequestTypeDef, + ListAutoMLJobsRequestListAutoMLJobsPaginateTypeDef, + ListAutoMLJobsRequestRequestTypeDef, + ListCandidatesForAutoMLJobRequestListCandidatesForAutoMLJobPaginateTypeDef, + ListCandidatesForAutoMLJobRequestRequestTypeDef, + ListCodeRepositoriesInputListCodeRepositoriesPaginateTypeDef, + ListCodeRepositoriesInputRequestTypeDef, + ListCompilationJobsRequestListCompilationJobsPaginateTypeDef, + ListCompilationJobsRequestRequestTypeDef, + ListContextsRequestListContextsPaginateTypeDef, + ListContextsRequestRequestTypeDef, + ListDataQualityJobDefinitionsRequestListDataQualityJobDefinitionsPaginateTypeDef, + ListDataQualityJobDefinitionsRequestRequestTypeDef, + MonitoringJobDefinitionSummaryTypeDef, + ListDeviceFleetsRequestListDeviceFleetsPaginateTypeDef, + ListDeviceFleetsRequestRequestTypeDef, + ListDevicesRequestListDevicesPaginateTypeDef, + ListDevicesRequestRequestTypeDef, + ListDomainsRequestListDomainsPaginateTypeDef, + ListDomainsRequestRequestTypeDef, + ListEdgeDeploymentPlansRequestListEdgeDeploymentPlansPaginateTypeDef, + ListEdgeDeploymentPlansRequestRequestTypeDef, + ListEdgePackagingJobsRequestListEdgePackagingJobsPaginateTypeDef, + ListEdgePackagingJobsRequestRequestTypeDef, + ListEndpointConfigsInputListEndpointConfigsPaginateTypeDef, + ListEndpointConfigsInputRequestTypeDef, + ListEndpointsInputListEndpointsPaginateTypeDef, + ListEndpointsInputRequestTypeDef, + ListExperimentsRequestListExperimentsPaginateTypeDef, + ListExperimentsRequestRequestTypeDef, + ListFeatureGroupsRequestListFeatureGroupsPaginateTypeDef, + ListFeatureGroupsRequestRequestTypeDef, + ListFlowDefinitionsRequestListFlowDefinitionsPaginateTypeDef, + ListFlowDefinitionsRequestRequestTypeDef, + ListHubContentVersionsRequestRequestTypeDef, + ListHubContentsRequestRequestTypeDef, + ListHubsRequestRequestTypeDef, + ListHumanTaskUisRequestListHumanTaskUisPaginateTypeDef, + ListHumanTaskUisRequestRequestTypeDef, + ListHyperParameterTuningJobsRequestListHyperParameterTuningJobsPaginateTypeDef, + ListHyperParameterTuningJobsRequestRequestTypeDef, + ListImageVersionsRequestListImageVersionsPaginateTypeDef, + ListImageVersionsRequestRequestTypeDef, + ListImagesRequestListImagesPaginateTypeDef, + ListImagesRequestRequestTypeDef, + ListInferenceExperimentsRequestListInferenceExperimentsPaginateTypeDef, + ListInferenceExperimentsRequestRequestTypeDef, + ListInferenceRecommendationsJobStepsRequestListInferenceRecommendationsJobStepsPaginateTypeDef, + ListInferenceRecommendationsJobStepsRequestRequestTypeDef, + ListInferenceRecommendationsJobsRequestListInferenceRecommendationsJobsPaginateTypeDef, + ListInferenceRecommendationsJobsRequestRequestTypeDef, + ListLabelingJobsForWorkteamRequestListLabelingJobsForWorkteamPaginateTypeDef, + ListLabelingJobsForWorkteamRequestRequestTypeDef, + ListLabelingJobsRequestListLabelingJobsPaginateTypeDef, + ListLabelingJobsRequestRequestTypeDef, + ListLineageGroupsRequestListLineageGroupsPaginateTypeDef, + ListLineageGroupsRequestRequestTypeDef, + ListModelBiasJobDefinitionsRequestListModelBiasJobDefinitionsPaginateTypeDef, + ListModelBiasJobDefinitionsRequestRequestTypeDef, + ListModelCardExportJobsRequestListModelCardExportJobsPaginateTypeDef, + ListModelCardExportJobsRequestRequestTypeDef, + ModelCardExportJobSummaryTypeDef, + ListModelCardVersionsRequestListModelCardVersionsPaginateTypeDef, + ListModelCardVersionsRequestRequestTypeDef, + ModelCardVersionSummaryTypeDef, + ListModelCardsRequestListModelCardsPaginateTypeDef, + ListModelCardsRequestRequestTypeDef, + ModelCardSummaryTypeDef, + ListModelExplainabilityJobDefinitionsRequestListModelExplainabilityJobDefinitionsPaginateTypeDef, + ListModelExplainabilityJobDefinitionsRequestRequestTypeDef, + ModelMetadataSummaryTypeDef, + ListModelPackageGroupsInputListModelPackageGroupsPaginateTypeDef, + ListModelPackageGroupsInputRequestTypeDef, + ModelPackageGroupSummaryTypeDef, + ListModelPackagesInputListModelPackagesPaginateTypeDef, + ListModelPackagesInputRequestTypeDef, + ModelPackageSummaryTypeDef, + ListModelQualityJobDefinitionsRequestListModelQualityJobDefinitionsPaginateTypeDef, + ListModelQualityJobDefinitionsRequestRequestTypeDef, + ListModelsInputListModelsPaginateTypeDef, + ListModelsInputRequestTypeDef, + ModelSummaryTypeDef, + ListMonitoringAlertHistoryRequestListMonitoringAlertHistoryPaginateTypeDef, + ListMonitoringAlertHistoryRequestRequestTypeDef, + MonitoringAlertHistorySummaryTypeDef, + ListMonitoringAlertsRequestListMonitoringAlertsPaginateTypeDef, + ListMonitoringAlertsRequestRequestTypeDef, + ListMonitoringExecutionsRequestListMonitoringExecutionsPaginateTypeDef, + ListMonitoringExecutionsRequestRequestTypeDef, + ListMonitoringSchedulesRequestListMonitoringSchedulesPaginateTypeDef, + ListMonitoringSchedulesRequestRequestTypeDef, + MonitoringScheduleSummaryTypeDef, + ListNotebookInstanceLifecycleConfigsInputListNotebookInstanceLifecycleConfigsPaginateTypeDef, + ListNotebookInstanceLifecycleConfigsInputRequestTypeDef, + NotebookInstanceLifecycleConfigSummaryTypeDef, + ListNotebookInstancesInputListNotebookInstancesPaginateTypeDef, + ListNotebookInstancesInputRequestTypeDef, + NotebookInstanceSummaryTypeDef, + ListPipelineExecutionStepsRequestListPipelineExecutionStepsPaginateTypeDef, + ListPipelineExecutionStepsRequestRequestTypeDef, + ListPipelineExecutionsRequestListPipelineExecutionsPaginateTypeDef, + ListPipelineExecutionsRequestRequestTypeDef, + PipelineExecutionSummaryTypeDef, + ListPipelineParametersForExecutionRequestListPipelineParametersForExecutionPaginateTypeDef, + ListPipelineParametersForExecutionRequestRequestTypeDef, + ParameterTypeDef, + ListPipelinesRequestListPipelinesPaginateTypeDef, + ListPipelinesRequestRequestTypeDef, + PipelineSummaryTypeDef, + ListProcessingJobsRequestListProcessingJobsPaginateTypeDef, + ListProcessingJobsRequestRequestTypeDef, + ProcessingJobSummaryTypeDef, + ListProjectsInputRequestTypeDef, + ProjectSummaryTypeDef, + ListSpacesRequestListSpacesPaginateTypeDef, + ListSpacesRequestRequestTypeDef, + SpaceDetailsTypeDef, + ListStageDevicesRequestListStageDevicesPaginateTypeDef, + ListStageDevicesRequestRequestTypeDef, + ListStudioLifecycleConfigsRequestListStudioLifecycleConfigsPaginateTypeDef, + ListStudioLifecycleConfigsRequestRequestTypeDef, + StudioLifecycleConfigDetailsTypeDef, + ListSubscribedWorkteamsRequestListSubscribedWorkteamsPaginateTypeDef, + ListSubscribedWorkteamsRequestRequestTypeDef, + ListTagsInputListTagsPaginateTypeDef, + ListTagsInputRequestTypeDef, + ListTrainingJobsForHyperParameterTuningJobRequestListTrainingJobsForHyperParameterTuningJobPaginateTypeDef, + ListTrainingJobsForHyperParameterTuningJobRequestRequestTypeDef, + ListTrainingJobsRequestListTrainingJobsPaginateTypeDef, + ListTrainingJobsRequestRequestTypeDef, + ListTransformJobsRequestListTransformJobsPaginateTypeDef, + ListTransformJobsRequestRequestTypeDef, + TransformJobSummaryTypeDef, + ListTrialComponentsRequestListTrialComponentsPaginateTypeDef, + ListTrialComponentsRequestRequestTypeDef, + ListTrialsRequestListTrialsPaginateTypeDef, + ListTrialsRequestRequestTypeDef, + ListUserProfilesRequestListUserProfilesPaginateTypeDef, + ListUserProfilesRequestRequestTypeDef, + UserProfileDetailsTypeDef, + ListWorkforcesRequestListWorkforcesPaginateTypeDef, + ListWorkforcesRequestRequestTypeDef, + ListWorkteamsRequestListWorkteamsPaginateTypeDef, + ListWorkteamsRequestRequestTypeDef, + OidcMemberDefinitionTypeDef, + MonitoringGroundTruthS3InputTypeDef, + ModelDashboardEndpointTypeDef, + ModelDashboardIndicatorActionTypeDef, + RealTimeInferenceConfigTypeDef, + ModelInputTypeDef, + ModelLatencyThresholdTypeDef, + ModelMetadataFilterTypeDef, + ModelPackageStatusItemTypeDef, + ModelStepMetadataTypeDef, + MonitoringAppSpecificationTypeDef, + MonitoringClusterConfigTypeDef, + MonitoringCsvDatasetFormatTypeDef, + MonitoringJsonDatasetFormatTypeDef, + MonitoringS3OutputTypeDef, + ScheduleConfigTypeDef, + S3StorageConfigTypeDef, + OidcConfigForResponseTypeDef, + OnlineStoreSecurityConfigTypeDef, + TargetPlatformTypeDef, + PaginatorConfigTypeDef, + ParentTypeDef, + ProductionVariantServerlessConfigTypeDef, + ProductionVariantStatusTypeDef, + PhaseTypeDef, + ProcessingJobStepMetadataTypeDef, + QualityCheckStepMetadataTypeDef, + RegisterModelStepMetadataTypeDef, + TrainingJobStepMetadataTypeDef, + TransformJobStepMetadataTypeDef, + TuningJobStepMetaDataTypeDef, + ProcessingClusterConfigTypeDef, + ProcessingFeatureStoreOutputTypeDef, + ProcessingS3InputTypeDef, + ProcessingS3OutputTypeDef, + ProductionVariantCoreDumpConfigTypeDef, + ProfilerConfigForUpdateTypeDef, + PropertyNameQueryTypeDef, + ProvisioningParameterTypeDef, + USDTypeDef, + PutModelPackageGroupPolicyInputRequestTypeDef, + PutModelPackageGroupPolicyOutputTypeDef, + QueryFiltersTypeDef, + VertexTypeDef, + RStudioServerProAppSettingsTypeDef, + RecommendationJobCompiledOutputConfigTypeDef, + RecommendationJobPayloadConfigTypeDef, + RecommendationJobResourceLimitTypeDef, + RecommendationJobVpcConfigTypeDef, + RenderableTaskTypeDef, + RenderingErrorTypeDef, + ResourceConfigForUpdateTypeDef, + ResponseMetadataTypeDef, + RetryPipelineExecutionResponseTypeDef, + SearchRequestRequestTypeDef, + SearchRequestSearchPaginateTypeDef, + SendPipelineExecutionStepFailureRequestRequestTypeDef, + SendPipelineExecutionStepFailureResponseTypeDef, + SendPipelineExecutionStepSuccessResponseTypeDef, + ShadowModelVariantConfigTypeDef, + SharingSettingsTypeDef, + SourceAlgorithmTypeDef, + StartEdgeDeploymentStageRequestRequestTypeDef, + StartInferenceExperimentRequestRequestTypeDef, + StartInferenceExperimentResponseTypeDef, + StartMonitoringScheduleRequestRequestTypeDef, + StartNotebookInstanceInputRequestTypeDef, + StartPipelineExecutionResponseTypeDef, + StopAutoMLJobRequestRequestTypeDef, + StopCompilationJobRequestRequestTypeDef, + StopEdgeDeploymentStageRequestRequestTypeDef, + StopEdgePackagingJobRequestRequestTypeDef, + StopHyperParameterTuningJobRequestRequestTypeDef, + StopInferenceExperimentResponseTypeDef, + StopInferenceRecommendationsJobRequestRequestTypeDef, + StopLabelingJobRequestRequestTypeDef, + StopMonitoringScheduleRequestRequestTypeDef, + StopNotebookInstanceInputRequestTypeDef, + StopPipelineExecutionRequestRequestTypeDef, + StopPipelineExecutionResponseTypeDef, + StopProcessingJobRequestRequestTypeDef, + StopTrainingJobRequestRequestTypeDef, + StopTransformJobRequestRequestTypeDef, + TrainingRepositoryAuthConfigTypeDef, + TransformS3DataSourceTypeDef, + UpdateActionRequestRequestTypeDef, + UpdateActionResponseTypeDef, + UpdateAppImageConfigResponseTypeDef, + UpdateArtifactRequestRequestTypeDef, + UpdateArtifactResponseTypeDef, + UpdateCodeRepositoryOutputTypeDef, + UpdateContextRequestRequestTypeDef, + UpdateContextResponseTypeDef, + UpdateDomainResponseTypeDef, + VariantPropertyTypeDef, + UpdateEndpointOutputTypeDef, + UpdateEndpointWeightsAndCapacitiesOutputTypeDef, + UpdateExperimentRequestRequestTypeDef, + UpdateExperimentResponseTypeDef, + UpdateFeatureGroupResponseTypeDef, + UpdateHubRequestRequestTypeDef, + UpdateHubResponseTypeDef, + UpdateImageRequestRequestTypeDef, + UpdateImageResponseTypeDef, + UpdateImageVersionRequestRequestTypeDef, + UpdateImageVersionResponseTypeDef, + UpdateInferenceExperimentResponseTypeDef, + UpdateModelCardRequestRequestTypeDef, + UpdateModelCardResponseTypeDef, + UpdateModelPackageOutputTypeDef, + UpdateMonitoringAlertRequestRequestTypeDef, + UpdateMonitoringAlertResponseTypeDef, + UpdateMonitoringScheduleResponseTypeDef, + UpdatePipelineExecutionResponseTypeDef, + UpdatePipelineResponseTypeDef, + UpdateProjectOutputTypeDef, + UpdateSpaceResponseTypeDef, + UpdateTrainingJobResponseTypeDef, + UpdateTrialComponentResponseTypeDef, + UpdateTrialRequestRequestTypeDef, + UpdateTrialResponseTypeDef, + UpdateUserProfileResponseTypeDef, + WorkforceVpcConfigResponseTypeDef, + ActionSummaryTypeDef, + AddTagsInputRequestTypeDef, + AddTagsOutputTypeDef, + CreateExperimentRequestRequestTypeDef, + CreateImageRequestRequestTypeDef, + CreateModelPackageGroupInputRequestTypeDef, + CreateStudioLifecycleConfigRequestRequestTypeDef, + ImportHubContentRequestRequestTypeDef, + ListTagsOutputTypeDef, + AutoRollbackConfigTypeDef, + HyperParameterAlgorithmSpecificationTypeDef, + AlgorithmStatusDetailsTypeDef, + ListAlgorithmsOutputTypeDef, + ListAppsResponseTypeDef, + ArtifactSourceTypeDef, + AsyncInferenceOutputConfigTypeDef, + AutoMLCandidateGenerationConfigTypeDef, + AutoMLDataSourceTypeDef, + ImageClassificationJobConfigTypeDef, + TextClassificationJobConfigTypeDef, + ResolvedAttributesTypeDef, + AutoMLJobSummaryTypeDef, + AutoMLSecurityConfigTypeDef, + LabelingJobResourceConfigTypeDef, + MonitoringNetworkConfigTypeDef, + NetworkConfigTypeDef, + BiasTypeDef, + DriftCheckModelDataQualityTypeDef, + DriftCheckModelQualityTypeDef, + ExplainabilityTypeDef, + ModelDataQualityTypeDef, + ModelQualityTypeDef, + CallbackStepMetadataTypeDef, + LambdaStepMetadataTypeDef, + SendPipelineExecutionStepSuccessRequestRequestTypeDef, + CandidatePropertiesTypeDef, + CanvasAppSettingsTypeDef, + TrafficRoutingConfigTypeDef, + InferenceExperimentDataStorageConfigTypeDef, + DataCaptureConfigTypeDef, + EnvironmentParameterRangesTypeDef, + ClarifyShapConfigTypeDef, + CodeRepositorySummaryTypeDef, + CreateCodeRepositoryInputRequestTypeDef, + DescribeCodeRepositoryOutputTypeDef, + DebugHookConfigTypeDef, + ListCompilationJobsResponseTypeDef, + ContextSummaryTypeDef, + CreateContextRequestRequestTypeDef, + TuningJobCompletionCriteriaTypeDef, + CreateActionRequestRequestTypeDef, + CreateTrialRequestRequestTypeDef, + CreateAppRequestRequestTypeDef, + DescribeAppResponseTypeDef, + JupyterServerAppSettingsTypeDef, + RStudioServerProDomainSettingsForUpdateTypeDef, + RStudioServerProDomainSettingsTypeDef, + TensorBoardAppSettingsTypeDef, + CreateDeviceFleetRequestRequestTypeDef, + CreateEdgePackagingJobRequestRequestTypeDef, + DescribeDeviceFleetResponseTypeDef, + UpdateDeviceFleetRequestRequestTypeDef, + UpdateFeatureGroupRequestRequestTypeDef, + CreateHubRequestRequestTypeDef, + DescribeHubResponseTypeDef, + CreateHumanTaskUiRequestRequestTypeDef, + InferenceExperimentSummaryTypeDef, + CreateModelCardExportJobRequestRequestTypeDef, + CreateModelCardRequestRequestTypeDef, + CreateNotebookInstanceInputRequestTypeDef, + DescribeNotebookInstanceOutputTypeDef, + UpdateNotebookInstanceInputRequestTypeDef, + CreateNotebookInstanceLifecycleConfigInputRequestTypeDef, + DescribeNotebookInstanceLifecycleConfigOutputTypeDef, + UpdateNotebookInstanceLifecycleConfigInputRequestTypeDef, + RetryPipelineExecutionRequestRequestTypeDef, + UpdatePipelineExecutionRequestRequestTypeDef, + CreatePipelineRequestRequestTypeDef, + UpdatePipelineRequestRequestTypeDef, + CreateTrialComponentRequestRequestTypeDef, + UpdateTrialComponentRequestRequestTypeDef, + CreateWorkforceRequestRequestTypeDef, + UpdateWorkforceRequestRequestTypeDef, + KernelGatewayAppSettingsTypeDef, + RSessionAppSettingsTypeDef, + ModelBiasBaselineConfigTypeDef, + ModelExplainabilityBaselineConfigTypeDef, + ModelQualityBaselineConfigTypeDef, + DataQualityBaselineConfigTypeDef, + MonitoringBaselineConfigTypeDef, + DataSourceTypeDef, + DatasetDefinitionTypeDef, + DeleteDomainRequestRequestTypeDef, + DeploymentStageTypeDef, + DeploymentStageStatusSummaryTypeDef, + DescribeDeviceResponseTypeDef, + DescribeEdgePackagingJobResponseTypeDef, + DescribeEndpointInputEndpointDeletedWaitTypeDef, + DescribeEndpointInputEndpointInServiceWaitTypeDef, + DescribeImageRequestImageCreatedWaitTypeDef, + DescribeImageRequestImageDeletedWaitTypeDef, + DescribeImageRequestImageUpdatedWaitTypeDef, + DescribeImageVersionRequestImageVersionCreatedWaitTypeDef, + DescribeImageVersionRequestImageVersionDeletedWaitTypeDef, + DescribeNotebookInstanceInputNotebookInstanceDeletedWaitTypeDef, + DescribeNotebookInstanceInputNotebookInstanceInServiceWaitTypeDef, + DescribeNotebookInstanceInputNotebookInstanceStoppedWaitTypeDef, + DescribeProcessingJobRequestProcessingJobCompletedOrStoppedWaitTypeDef, + DescribeTrainingJobRequestTrainingJobCompletedOrStoppedWaitTypeDef, + DescribeTransformJobRequestTransformJobCompletedOrStoppedWaitTypeDef, + ExperimentSummaryTypeDef, + FeatureGroupSummaryTypeDef, + DescribeFeatureMetadataResponseTypeDef, + FeatureMetadataTypeDef, + UpdateFeatureMetadataRequestRequestTypeDef, + DescribeHubContentResponseTypeDef, + DescribeHumanTaskUiResponseTypeDef, + DescribeModelCardExportJobResponseTypeDef, + ListMonitoringExecutionsResponseTypeDef, + DescribeSubscribedWorkteamResponseTypeDef, + ListSubscribedWorkteamsResponseTypeDef, + TrainingJobSummaryTypeDef, + TrialSummaryTypeDef, + UpdateEndpointWeightsAndCapacitiesInputRequestTypeDef, + ListStageDevicesResponseTypeDef, + ListDeviceFleetsResponseTypeDef, + DeviceSummaryTypeDef, + RegisterDevicesRequestRequestTypeDef, + UpdateDevicesRequestRequestTypeDef, + ListDomainsResponseTypeDef, + DriftCheckBiasTypeDef, + DriftCheckExplainabilityTypeDef, + ListEdgeDeploymentPlansResponseTypeDef, + GetDeviceFleetReportResponseTypeDef, + ListEdgePackagingJobsResponseTypeDef, + ListEndpointConfigsOutputTypeDef, + EndpointPerformanceTypeDef, + ListEndpointsOutputTypeDef, + ModelConfigurationTypeDef, + NestedFiltersTypeDef, + HyperParameterTrainingJobSummaryTypeDef, + ListFlowDefinitionsResponseTypeDef, + GetSearchSuggestionsResponseTypeDef, + UpdateCodeRepositoryInputRequestTypeDef, + ListHubContentVersionsResponseTypeDef, + ListHubContentsResponseTypeDef, + ListHubsResponseTypeDef, + HumanLoopActivationConfigTypeDef, + ListHumanTaskUisResponseTypeDef, + HyperParameterTuningResourceConfigTypeDef, + HyperParameterTuningJobSummaryTypeDef, + HyperParameterTuningJobStrategyConfigTypeDef, + HyperParameterTuningJobWarmStartConfigTypeDef, + UserContextTypeDef, + ImageConfigTypeDef, + ListImagesResponseTypeDef, + ListImageVersionsResponseTypeDef, + ListInferenceRecommendationsJobsResponseTypeDef, + ResourceConfigTypeDef, + ParameterRangeTypeDef, + ParameterRangesTypeDef, + KernelGatewayImageConfigTypeDef, + LabelingJobForWorkteamSummaryTypeDef, + LabelingJobDataSourceTypeDef, + ListLineageGroupsResponseTypeDef, + ListDataQualityJobDefinitionsResponseTypeDef, + ListModelBiasJobDefinitionsResponseTypeDef, + ListModelExplainabilityJobDefinitionsResponseTypeDef, + ListModelQualityJobDefinitionsResponseTypeDef, + ListModelCardExportJobsResponseTypeDef, + ListModelCardVersionsResponseTypeDef, + ListModelCardsResponseTypeDef, + ListModelMetadataResponseTypeDef, + ListModelPackageGroupsOutputTypeDef, + ListModelPackagesOutputTypeDef, + ListModelsOutputTypeDef, + ListMonitoringAlertHistoryResponseTypeDef, + ListMonitoringSchedulesResponseTypeDef, + ListNotebookInstanceLifecycleConfigsOutputTypeDef, + ListNotebookInstancesOutputTypeDef, + ListPipelineExecutionsResponseTypeDef, + ListPipelineParametersForExecutionResponseTypeDef, + StartPipelineExecutionRequestRequestTypeDef, + ListPipelinesResponseTypeDef, + ListProcessingJobsResponseTypeDef, + ListProjectsOutputTypeDef, + ListSpacesResponseTypeDef, + ListStudioLifecycleConfigsResponseTypeDef, + ListTransformJobsResponseTypeDef, + ListUserProfilesResponseTypeDef, + MemberDefinitionTypeDef, + MonitoringAlertActionsTypeDef, + ModelInfrastructureConfigTypeDef, + ModelPackageContainerDefinitionTypeDef, + RecommendationJobStoppingConditionsTypeDef, + ModelMetadataSearchExpressionTypeDef, + ModelPackageStatusDetailsTypeDef, + MonitoringResourcesTypeDef, + MonitoringDatasetFormatTypeDef, + MonitoringOutputTypeDef, + OfflineStoreConfigTypeDef, + OnlineStoreConfigTypeDef, + OutputConfigTypeDef, + PendingProductionVariantSummaryTypeDef, + ProductionVariantSummaryTypeDef, + TrafficPatternTypeDef, + ProcessingResourcesTypeDef, + ProcessingOutputTypeDef, + ProductionVariantTypeDef, + SuggestionQueryTypeDef, + ServiceCatalogProvisioningDetailsTypeDef, + ServiceCatalogProvisioningUpdateDetailsTypeDef, + PublicWorkforceTaskPriceTypeDef, + QueryLineageRequestRequestTypeDef, + QueryLineageResponseTypeDef, + RecommendationJobOutputConfigTypeDef, + RecommendationJobContainerConfigTypeDef, + RenderUiTemplateRequestRequestTypeDef, + RenderUiTemplateResponseTypeDef, + UpdateTrainingJobRequestRequestTypeDef, + ShadowModeConfigTypeDef, + SourceAlgorithmSpecificationTypeDef, + TrainingImageConfigTypeDef, + TransformDataSourceTypeDef, + WorkforceTypeDef, + ListActionsResponseTypeDef, + ArtifactSummaryTypeDef, + CreateArtifactRequestRequestTypeDef, + DeleteArtifactRequestRequestTypeDef, + AsyncInferenceConfigTypeDef, + AutoMLChannelTypeDef, + AutoMLJobChannelTypeDef, + AutoMLProblemTypeConfigTypeDef, + ListAutoMLJobsResponseTypeDef, + AutoMLJobConfigTypeDef, + LabelingJobAlgorithmsConfigTypeDef, + ModelMetricsTypeDef, + PipelineExecutionStepMetadataTypeDef, + AutoMLCandidateTypeDef, + BlueGreenUpdatePolicyTypeDef, + EndpointInputConfigurationTypeDef, + ClarifyExplainerConfigTypeDef, + ListCodeRepositoriesOutputTypeDef, + ListContextsResponseTypeDef, + DomainSettingsForUpdateTypeDef, + DomainSettingsTypeDef, + ListInferenceExperimentsResponseTypeDef, + DefaultSpaceSettingsTypeDef, + SpaceSettingsTypeDef, + UserSettingsTypeDef, + ChannelTypeDef, + ProcessingInputTypeDef, + CreateEdgeDeploymentPlanRequestRequestTypeDef, + CreateEdgeDeploymentStageRequestRequestTypeDef, + DescribeEdgeDeploymentPlanResponseTypeDef, + ListExperimentsResponseTypeDef, + ListFeatureGroupsResponseTypeDef, + ListTrainingJobsResponseTypeDef, + ListTrialsResponseTypeDef, + ListDevicesResponseTypeDef, + DriftCheckBaselinesTypeDef, + InferenceRecommendationTypeDef, + RecommendationJobInferenceBenchmarkTypeDef, + SearchExpressionTypeDef, + ListTrainingJobsForHyperParameterTuningJobResponseTypeDef, + ListHyperParameterTuningJobsResponseTypeDef, + AssociationSummaryTypeDef, + DescribeActionResponseTypeDef, + DescribeArtifactResponseTypeDef, + DescribeContextResponseTypeDef, + DescribeExperimentResponseTypeDef, + DescribeLineageGroupResponseTypeDef, + DescribeModelCardResponseTypeDef, + DescribeModelPackageGroupOutputTypeDef, + DescribePipelineExecutionResponseTypeDef, + DescribePipelineResponseTypeDef, + DescribeTrialComponentResponseTypeDef, + DescribeTrialResponseTypeDef, + ExperimentTypeDef, + ModelCardTypeDef, + ModelDashboardModelCardTypeDef, + ModelPackageGroupTypeDef, + PipelineExecutionTypeDef, + PipelineTypeDef, + TrialComponentSimpleSummaryTypeDef, + TrialComponentSummaryTypeDef, + ContainerDefinitionTypeDef, + HyperParameterSpecificationTypeDef, + HyperParameterTuningJobConfigTypeDef, + AppImageConfigDetailsTypeDef, + CreateAppImageConfigRequestRequestTypeDef, + DescribeAppImageConfigResponseTypeDef, + UpdateAppImageConfigRequestRequestTypeDef, + ListLabelingJobsForWorkteamResponseTypeDef, + LabelingJobInputConfigTypeDef, + CreateWorkteamRequestRequestTypeDef, + UpdateWorkteamRequestRequestTypeDef, + WorkteamTypeDef, + MonitoringAlertSummaryTypeDef, + ModelVariantConfigSummaryTypeDef, + ModelVariantConfigTypeDef, + AdditionalInferenceSpecificationDefinitionTypeDef, + InferenceSpecificationTypeDef, + ListModelMetadataRequestListModelMetadataPaginateTypeDef, + ListModelMetadataRequestRequestTypeDef, + BatchTransformInputTypeDef, + MonitoringOutputConfigTypeDef, + CreateFeatureGroupRequestRequestTypeDef, + DescribeFeatureGroupResponseTypeDef, + FeatureGroupTypeDef, + CreateCompilationJobRequestRequestTypeDef, + DescribeCompilationJobResponseTypeDef, + PendingDeploymentSummaryTypeDef, + ProcessingOutputConfigTypeDef, + GetSearchSuggestionsRequestRequestTypeDef, + CreateProjectInputRequestTypeDef, + DescribeProjectOutputTypeDef, + ProjectTypeDef, + UpdateProjectInputRequestTypeDef, + HumanLoopConfigTypeDef, + HumanTaskConfigTypeDef, + AlgorithmSpecificationTypeDef, + TransformInputTypeDef, + DescribeWorkforceResponseTypeDef, + ListWorkforcesResponseTypeDef, + UpdateWorkforceResponseTypeDef, + ListArtifactsResponseTypeDef, + CreateAutoMLJobV2RequestRequestTypeDef, + CreateAutoMLJobRequestRequestTypeDef, + PipelineExecutionStepTypeDef, + DescribeAutoMLJobResponseTypeDef, + DescribeAutoMLJobV2ResponseTypeDef, + ListCandidatesForAutoMLJobResponseTypeDef, + DeploymentConfigTypeDef, + RecommendationJobInputConfigTypeDef, + ExplainerConfigTypeDef, + CreateSpaceRequestRequestTypeDef, + DescribeSpaceResponseTypeDef, + UpdateSpaceRequestRequestTypeDef, + CreateDomainRequestRequestTypeDef, + CreateUserProfileRequestRequestTypeDef, + DescribeDomainResponseTypeDef, + DescribeUserProfileResponseTypeDef, + UpdateDomainRequestRequestTypeDef, + UpdateUserProfileRequestRequestTypeDef, + HyperParameterTrainingJobDefinitionTypeDef, + TrainingJobDefinitionTypeDef, + InferenceRecommendationsJobStepTypeDef, + ListAssociationsResponseTypeDef, + TrialTypeDef, + ListTrialComponentsResponseTypeDef, + CreateModelInputRequestTypeDef, + DescribeModelOutputTypeDef, + ModelTypeDef, + TrainingSpecificationTypeDef, + ListAppImageConfigsResponseTypeDef, + LabelingJobSummaryTypeDef, + DescribeWorkteamResponseTypeDef, + ListWorkteamsResponseTypeDef, + UpdateWorkteamResponseTypeDef, + ListMonitoringAlertsResponseTypeDef, + DescribeInferenceExperimentResponseTypeDef, + CreateInferenceExperimentRequestRequestTypeDef, + StopInferenceExperimentRequestRequestTypeDef, + UpdateInferenceExperimentRequestRequestTypeDef, + UpdateModelPackageInputRequestTypeDef, + BatchDescribeModelPackageSummaryTypeDef, + DataQualityJobInputTypeDef, + ModelBiasJobInputTypeDef, + ModelExplainabilityJobInputTypeDef, + ModelQualityJobInputTypeDef, + MonitoringInputTypeDef, + CreateProcessingJobRequestRequestTypeDef, + DescribeProcessingJobResponseTypeDef, + ProcessingJobTypeDef, + CreateFlowDefinitionRequestRequestTypeDef, + DescribeFlowDefinitionResponseTypeDef, + CreateLabelingJobRequestRequestTypeDef, + DescribeLabelingJobResponseTypeDef, + CreateTrainingJobRequestRequestTypeDef, + DescribeTrainingJobResponseTypeDef, + TrainingJobTypeDef, + CreateTransformJobRequestRequestTypeDef, + DescribeTransformJobResponseTypeDef, + TransformJobDefinitionTypeDef, + TransformJobTypeDef, + ListPipelineExecutionStepsResponseTypeDef, + CreateEndpointInputRequestTypeDef, + UpdateEndpointInputRequestTypeDef, + CreateInferenceRecommendationsJobRequestRequestTypeDef, + DescribeInferenceRecommendationsJobResponseTypeDef, + CreateEndpointConfigInputRequestTypeDef, + DescribeEndpointConfigOutputTypeDef, + DescribeEndpointOutputTypeDef, + CreateHyperParameterTuningJobRequestRequestTypeDef, + DescribeHyperParameterTuningJobResponseTypeDef, + HyperParameterTuningJobSearchEntityTypeDef, + ListInferenceRecommendationsJobStepsResponseTypeDef, + ListLabelingJobsResponseTypeDef, + BatchDescribeModelPackageOutputTypeDef, + CreateDataQualityJobDefinitionRequestRequestTypeDef, + DescribeDataQualityJobDefinitionResponseTypeDef, + CreateModelBiasJobDefinitionRequestRequestTypeDef, + DescribeModelBiasJobDefinitionResponseTypeDef, + CreateModelExplainabilityJobDefinitionRequestRequestTypeDef, + DescribeModelExplainabilityJobDefinitionResponseTypeDef, + CreateModelQualityJobDefinitionRequestRequestTypeDef, + DescribeModelQualityJobDefinitionResponseTypeDef, + MonitoringJobDefinitionTypeDef, + AlgorithmValidationProfileTypeDef, + ModelPackageValidationProfileTypeDef, + TrialComponentSourceDetailTypeDef, + MonitoringScheduleConfigTypeDef, + AlgorithmValidationSpecificationTypeDef, + ModelPackageValidationSpecificationTypeDef, + TrialComponentTypeDef, + CreateMonitoringScheduleRequestRequestTypeDef, + DescribeMonitoringScheduleResponseTypeDef, + ModelDashboardMonitoringScheduleTypeDef, + MonitoringScheduleTypeDef, + UpdateMonitoringScheduleRequestRequestTypeDef, + CreateAlgorithmInputRequestTypeDef, + DescribeAlgorithmOutputTypeDef, + CreateModelPackageInputRequestTypeDef, + DescribeModelPackageOutputTypeDef, + ModelPackageTypeDef, + ModelDashboardModelTypeDef, + EndpointTypeDef, + SearchRecordTypeDef, + SearchResponseTypeDef, +) + + +def get_structure() -> ActionSourceTypeDef: + return {...} +``` + +<a id="how-it-works"></a> + +## How it works + +Fully automated +[mypy-boto3-builder](https://github.com/youtype/mypy_boto3_builder) carefully +generates type annotations for each service, patiently waiting for `boto3` +updates. It delivers drop-in type annotations for you and makes sure that: + +- All available `boto3` services are covered. +- Each public class and method of every `boto3` service gets valid type + annotations extracted from `botocore` schemas. +- Type annotations include up-to-date documentation. +- Link to documentation is provided for every method. +- Code is processed by [black](https://github.com/psf/black) and + [isort](https://github.com/PyCQA/isort) for readability. + +<a id="what's-new"></a> + +## What's new + +<a id="implemented-features"></a> + +### Implemented features + +- Fully type annotated `boto3`, `botocore`, `aiobotocore` and `aioboto3` + libraries +- `mypy`, `pyright`, `VSCode`, `PyCharm`, `Sublime Text` and `Emacs` + compatibility +- `Client`, `ServiceResource`, `Resource`, `Waiter` `Paginator` type + annotations for each service +- Generated `TypeDefs` for each service +- Generated `Literals` for each service +- Auto discovery of types for `boto3.client` and `boto3.resource` calls +- Auto discovery of types for `session.client` and `session.resource` calls +- Auto discovery of types for `client.get_waiter` and `client.get_paginator` + calls +- Auto discovery of types for `ServiceResource` and `Resource` collections +- Auto discovery of types for `aiobotocore.Session.create_client` calls + +<a id="latest-changes"></a> + +### Latest changes + +Builder changelog can be found in +[Releases](https://github.com/youtype/mypy_boto3_builder/releases). + +<a id="versioning"></a> + +## Versioning + +`mypy-boto3-sagemaker` version is the same as related `boto3` version and +follows [PEP 440](https://www.python.org/dev/peps/pep-0440/) format. + +<a id="thank-you"></a> + +## Thank you + +- [Allie Fitter](https://github.com/alliefitter) for + [boto3-type-annotations](https://pypi.org/project/boto3-type-annotations/), + this package is based on top of his work +- [black](https://github.com/psf/black) developers for an awesome formatting + tool +- [Timothy Edmund Crosley](https://github.com/timothycrosley) for + [isort](https://github.com/PyCQA/isort) and how flexible it is +- [mypy](https://github.com/python/mypy) developers for doing all dirty work + for us +- [pyright](https://github.com/microsoft/pyright) team for the new era of typed + Python + +<a id="documentation"></a> + +## Documentation + +All services type annotations can be found in +[boto3 docs](https://youtype.github.io/boto3_stubs_docs/mypy_boto3_sagemaker/) + +<a id="support-and-contributing"></a> + +## Support and contributing + +This package is auto-generated. Please reports any bugs or request new features +in [mypy-boto3-builder](https://github.com/youtype/mypy_boto3_builder/issues/) +repository. + + +%package help +Summary: Development documents and examples for mypy-boto3-sagemaker +Provides: python3-mypy-boto3-sagemaker-doc +%description help +<a id="mypy-boto3-sagemaker"></a> + +# mypy-boto3-sagemaker + +[](https://pypi.org/project/mypy-boto3-sagemaker) +[](https://pypi.org/project/mypy-boto3-sagemaker) +[](https://youtype.github.io/boto3_stubs_docs/mypy_boto3_sagemaker/) +[](https://pypistats.org/packages/mypy-boto3-sagemaker) + + + +Type annotations for +[boto3.SageMaker 1.26.106](https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/sagemaker.html#SageMaker) +service compatible with [VSCode](https://code.visualstudio.com/), +[PyCharm](https://www.jetbrains.com/pycharm/), +[Emacs](https://www.gnu.org/software/emacs/), +[Sublime Text](https://www.sublimetext.com/), +[mypy](https://github.com/python/mypy), +[pyright](https://github.com/microsoft/pyright) and other tools. + +Generated by +[mypy-boto3-builder 7.14.5](https://github.com/youtype/mypy_boto3_builder). + +More information can be found on +[boto3-stubs](https://pypi.org/project/boto3-stubs/) page and in +[mypy-boto3-sagemaker docs](https://youtype.github.io/boto3_stubs_docs/mypy_boto3_sagemaker/). + +See how it helps to find and fix potential bugs: + + + +- [mypy-boto3-sagemaker](#mypy-boto3-sagemaker) + - [How to install](#how-to-install) + - [VSCode extension](#vscode-extension) + - [From PyPI with pip](#from-pypi-with-pip) + - [How to uninstall](#how-to-uninstall) + - [Usage](#usage) + - [VSCode](#vscode) + - [PyCharm](#pycharm) + - [Emacs](#emacs) + - [Sublime Text](#sublime-text) + - [Other IDEs](#other-ides) + - [mypy](#mypy) + - [pyright](#pyright) + - [Explicit type annotations](#explicit-type-annotations) + - [Client annotations](#client-annotations) + - [Paginators annotations](#paginators-annotations) + - [Waiters annotations](#waiters-annotations) + - [Literals](#literals) + - [Typed dictionaries](#typed-dictionaries) + - [How it works](#how-it-works) + - [What's new](#what's-new) + - [Implemented features](#implemented-features) + - [Latest changes](#latest-changes) + - [Versioning](#versioning) + - [Thank you](#thank-you) + - [Documentation](#documentation) + - [Support and contributing](#support-and-contributing) + +<a id="how-to-install"></a> + +## How to install + +<a id="vscode-extension"></a> + +### VSCode extension + +Add +[AWS Boto3](https://marketplace.visualstudio.com/items?itemName=Boto3typed.boto3-ide) +extension to your VSCode and run `AWS boto3: Quick Start` command. + +Click `Modify` and select `boto3 common` and `SageMaker`. + +<a id="from-pypi-with-pip"></a> + +### From PyPI with pip + +Install `boto3-stubs` for `SageMaker` service. + +```bash +# install with boto3 type annotations +python -m pip install 'boto3-stubs[sagemaker]' + + +# Lite version does not provide session.client/resource overloads +# it is more RAM-friendly, but requires explicit type annotations +python -m pip install 'boto3-stubs-lite[sagemaker]' + + +# standalone installation +python -m pip install mypy-boto3-sagemaker +``` + +<a id="how-to-uninstall"></a> + +## How to uninstall + +```bash +python -m pip uninstall -y mypy-boto3-sagemaker +``` + +<a id="usage"></a> + +## Usage + +<a id="vscode"></a> + +### VSCode + +- Install + [Python extension](https://marketplace.visualstudio.com/items?itemName=ms-python.python) +- Install + [Pylance extension](https://marketplace.visualstudio.com/items?itemName=ms-python.vscode-pylance) +- Set `Pylance` as your Python Language Server +- Install `boto3-stubs[sagemaker]` in your environment: + +```bash +python -m pip install 'boto3-stubs[sagemaker]' +``` + +Both type checking and code completion should now work. No explicit type +annotations required, write your `boto3` code as usual. + +<a id="pycharm"></a> + +### PyCharm + +Install `boto3-stubs-lite[sagemaker]` in your environment: + +```bash +python -m pip install 'boto3-stubs-lite[sagemaker]'` +``` + +Both type checking and code completion should now work. Explicit type +annotations **are required**. + +Use `boto3-stubs` package instead for implicit type discovery. + +<a id="emacs"></a> + +### Emacs + +- Install `boto3-stubs` with services you use in your environment: + +```bash +python -m pip install 'boto3-stubs[sagemaker]' +``` + +- Install [use-package](https://github.com/jwiegley/use-package), + [lsp](https://github.com/emacs-lsp/lsp-mode/), + [company](https://github.com/company-mode/company-mode) and + [flycheck](https://github.com/flycheck/flycheck) packages +- Install [lsp-pyright](https://github.com/emacs-lsp/lsp-pyright) package + +```elisp +(use-package lsp-pyright + :ensure t + :hook (python-mode . (lambda () + (require 'lsp-pyright) + (lsp))) ; or lsp-deferred + :init (when (executable-find "python3") + (setq lsp-pyright-python-executable-cmd "python3")) + ) +``` + +- Make sure emacs uses the environment where you have installed `boto3-stubs` + +Type checking should now work. No explicit type annotations required, write +your `boto3` code as usual. + +<a id="sublime-text"></a> + +### Sublime Text + +- Install `boto3-stubs[sagemaker]` with services you use in your environment: + +```bash +python -m pip install 'boto3-stubs[sagemaker]' +``` + +- Install [LSP-pyright](https://github.com/sublimelsp/LSP-pyright) package + +Type checking should now work. No explicit type annotations required, write +your `boto3` code as usual. + +<a id="other-ides"></a> + +### Other IDEs + +Not tested, but as long as your IDE supports `mypy` or `pyright`, everything +should work. + +<a id="mypy"></a> + +### mypy + +- Install `mypy`: `python -m pip install mypy` +- Install `boto3-stubs[sagemaker]` in your environment: + +```bash +python -m pip install 'boto3-stubs[sagemaker]'` +``` + +Type checking should now work. No explicit type annotations required, write +your `boto3` code as usual. + +<a id="pyright"></a> + +### pyright + +- Install `pyright`: `npm i -g pyright` +- Install `boto3-stubs[sagemaker]` in your environment: + +```bash +python -m pip install 'boto3-stubs[sagemaker]' +``` + +Optionally, you can install `boto3-stubs` to `typings` folder. + +Type checking should now work. No explicit type annotations required, write +your `boto3` code as usual. + +<a id="explicit-type-annotations"></a> + +## Explicit type annotations + +<a id="client-annotations"></a> + +### Client annotations + +`SageMakerClient` provides annotations for `boto3.client("sagemaker")`. + +```python +from boto3.session import Session + +from mypy_boto3_sagemaker import SageMakerClient + +client: SageMakerClient = Session().client("sagemaker") + +# now client usage is checked by mypy and IDE should provide code completion +``` + +<a id="paginators-annotations"></a> + +### Paginators annotations + +`mypy_boto3_sagemaker.paginator` module contains type annotations for all +paginators. + +```python +from boto3.session import Session + +from mypy_boto3_sagemaker import SageMakerClient +from mypy_boto3_sagemaker.paginator import ( + ListActionsPaginator, + ListAlgorithmsPaginator, + ListAliasesPaginator, + ListAppImageConfigsPaginator, + ListAppsPaginator, + ListArtifactsPaginator, + ListAssociationsPaginator, + ListAutoMLJobsPaginator, + ListCandidatesForAutoMLJobPaginator, + ListCodeRepositoriesPaginator, + ListCompilationJobsPaginator, + ListContextsPaginator, + ListDataQualityJobDefinitionsPaginator, + ListDeviceFleetsPaginator, + ListDevicesPaginator, + ListDomainsPaginator, + ListEdgeDeploymentPlansPaginator, + ListEdgePackagingJobsPaginator, + ListEndpointConfigsPaginator, + ListEndpointsPaginator, + ListExperimentsPaginator, + ListFeatureGroupsPaginator, + ListFlowDefinitionsPaginator, + ListHumanTaskUisPaginator, + ListHyperParameterTuningJobsPaginator, + ListImageVersionsPaginator, + ListImagesPaginator, + ListInferenceExperimentsPaginator, + ListInferenceRecommendationsJobStepsPaginator, + ListInferenceRecommendationsJobsPaginator, + ListLabelingJobsPaginator, + ListLabelingJobsForWorkteamPaginator, + ListLineageGroupsPaginator, + ListModelBiasJobDefinitionsPaginator, + ListModelCardExportJobsPaginator, + ListModelCardVersionsPaginator, + ListModelCardsPaginator, + ListModelExplainabilityJobDefinitionsPaginator, + ListModelMetadataPaginator, + ListModelPackageGroupsPaginator, + ListModelPackagesPaginator, + ListModelQualityJobDefinitionsPaginator, + ListModelsPaginator, + ListMonitoringAlertHistoryPaginator, + ListMonitoringAlertsPaginator, + ListMonitoringExecutionsPaginator, + ListMonitoringSchedulesPaginator, + ListNotebookInstanceLifecycleConfigsPaginator, + ListNotebookInstancesPaginator, + ListPipelineExecutionStepsPaginator, + ListPipelineExecutionsPaginator, + ListPipelineParametersForExecutionPaginator, + ListPipelinesPaginator, + ListProcessingJobsPaginator, + ListSpacesPaginator, + ListStageDevicesPaginator, + ListStudioLifecycleConfigsPaginator, + ListSubscribedWorkteamsPaginator, + ListTagsPaginator, + ListTrainingJobsPaginator, + ListTrainingJobsForHyperParameterTuningJobPaginator, + ListTransformJobsPaginator, + ListTrialComponentsPaginator, + ListTrialsPaginator, + ListUserProfilesPaginator, + ListWorkforcesPaginator, + ListWorkteamsPaginator, + SearchPaginator, +) + +client: SageMakerClient = Session().client("sagemaker") + +# Explicit type annotations are optional here +# Types should be correctly discovered by mypy and IDEs +list_actions_paginator: ListActionsPaginator = client.get_paginator("list_actions") +list_algorithms_paginator: ListAlgorithmsPaginator = client.get_paginator("list_algorithms") +list_aliases_paginator: ListAliasesPaginator = client.get_paginator("list_aliases") +list_app_image_configs_paginator: ListAppImageConfigsPaginator = client.get_paginator( + "list_app_image_configs" +) +list_apps_paginator: ListAppsPaginator = client.get_paginator("list_apps") +list_artifacts_paginator: ListArtifactsPaginator = client.get_paginator("list_artifacts") +list_associations_paginator: ListAssociationsPaginator = client.get_paginator("list_associations") +list_auto_ml_jobs_paginator: ListAutoMLJobsPaginator = client.get_paginator("list_auto_ml_jobs") +list_candidates_for_auto_ml_job_paginator: ListCandidatesForAutoMLJobPaginator = ( + client.get_paginator("list_candidates_for_auto_ml_job") +) +list_code_repositories_paginator: ListCodeRepositoriesPaginator = client.get_paginator( + "list_code_repositories" +) +list_compilation_jobs_paginator: ListCompilationJobsPaginator = client.get_paginator( + "list_compilation_jobs" +) +list_contexts_paginator: ListContextsPaginator = client.get_paginator("list_contexts") +list_data_quality_job_definitions_paginator: ListDataQualityJobDefinitionsPaginator = ( + client.get_paginator("list_data_quality_job_definitions") +) +list_device_fleets_paginator: ListDeviceFleetsPaginator = client.get_paginator("list_device_fleets") +list_devices_paginator: ListDevicesPaginator = client.get_paginator("list_devices") +list_domains_paginator: ListDomainsPaginator = client.get_paginator("list_domains") +list_edge_deployment_plans_paginator: ListEdgeDeploymentPlansPaginator = client.get_paginator( + "list_edge_deployment_plans" +) +list_edge_packaging_jobs_paginator: ListEdgePackagingJobsPaginator = client.get_paginator( + "list_edge_packaging_jobs" +) +list_endpoint_configs_paginator: ListEndpointConfigsPaginator = client.get_paginator( + "list_endpoint_configs" +) +list_endpoints_paginator: ListEndpointsPaginator = client.get_paginator("list_endpoints") +list_experiments_paginator: ListExperimentsPaginator = client.get_paginator("list_experiments") +list_feature_groups_paginator: ListFeatureGroupsPaginator = client.get_paginator( + "list_feature_groups" +) +list_flow_definitions_paginator: ListFlowDefinitionsPaginator = client.get_paginator( + "list_flow_definitions" +) +list_human_task_uis_paginator: ListHumanTaskUisPaginator = client.get_paginator( + "list_human_task_uis" +) +list_hyper_parameter_tuning_jobs_paginator: ListHyperParameterTuningJobsPaginator = ( + client.get_paginator("list_hyper_parameter_tuning_jobs") +) +list_image_versions_paginator: ListImageVersionsPaginator = client.get_paginator( + "list_image_versions" +) +list_images_paginator: ListImagesPaginator = client.get_paginator("list_images") +list_inference_experiments_paginator: ListInferenceExperimentsPaginator = client.get_paginator( + "list_inference_experiments" +) +list_inference_recommendations_job_steps_paginator: ListInferenceRecommendationsJobStepsPaginator = client.get_paginator( + "list_inference_recommendations_job_steps" +) +list_inference_recommendations_jobs_paginator: ListInferenceRecommendationsJobsPaginator = ( + client.get_paginator("list_inference_recommendations_jobs") +) +list_labeling_jobs_paginator: ListLabelingJobsPaginator = client.get_paginator("list_labeling_jobs") +list_labeling_jobs_for_workteam_paginator: ListLabelingJobsForWorkteamPaginator = ( + client.get_paginator("list_labeling_jobs_for_workteam") +) +list_lineage_groups_paginator: ListLineageGroupsPaginator = client.get_paginator( + "list_lineage_groups" +) +list_model_bias_job_definitions_paginator: ListModelBiasJobDefinitionsPaginator = ( + client.get_paginator("list_model_bias_job_definitions") +) +list_model_card_export_jobs_paginator: ListModelCardExportJobsPaginator = client.get_paginator( + "list_model_card_export_jobs" +) +list_model_card_versions_paginator: ListModelCardVersionsPaginator = client.get_paginator( + "list_model_card_versions" +) +list_model_cards_paginator: ListModelCardsPaginator = client.get_paginator("list_model_cards") +list_model_explainability_job_definitions_paginator: ListModelExplainabilityJobDefinitionsPaginator = client.get_paginator( + "list_model_explainability_job_definitions" +) +list_model_metadata_paginator: ListModelMetadataPaginator = client.get_paginator( + "list_model_metadata" +) +list_model_package_groups_paginator: ListModelPackageGroupsPaginator = client.get_paginator( + "list_model_package_groups" +) +list_model_packages_paginator: ListModelPackagesPaginator = client.get_paginator( + "list_model_packages" +) +list_model_quality_job_definitions_paginator: ListModelQualityJobDefinitionsPaginator = ( + client.get_paginator("list_model_quality_job_definitions") +) +list_models_paginator: ListModelsPaginator = client.get_paginator("list_models") +list_monitoring_alert_history_paginator: ListMonitoringAlertHistoryPaginator = client.get_paginator( + "list_monitoring_alert_history" +) +list_monitoring_alerts_paginator: ListMonitoringAlertsPaginator = client.get_paginator( + "list_monitoring_alerts" +) +list_monitoring_executions_paginator: ListMonitoringExecutionsPaginator = client.get_paginator( + "list_monitoring_executions" +) +list_monitoring_schedules_paginator: ListMonitoringSchedulesPaginator = client.get_paginator( + "list_monitoring_schedules" +) +list_notebook_instance_lifecycle_configs_paginator: ListNotebookInstanceLifecycleConfigsPaginator = client.get_paginator( + "list_notebook_instance_lifecycle_configs" +) +list_notebook_instances_paginator: ListNotebookInstancesPaginator = client.get_paginator( + "list_notebook_instances" +) +list_pipeline_execution_steps_paginator: ListPipelineExecutionStepsPaginator = client.get_paginator( + "list_pipeline_execution_steps" +) +list_pipeline_executions_paginator: ListPipelineExecutionsPaginator = client.get_paginator( + "list_pipeline_executions" +) +list_pipeline_parameters_for_execution_paginator: ListPipelineParametersForExecutionPaginator = ( + client.get_paginator("list_pipeline_parameters_for_execution") +) +list_pipelines_paginator: ListPipelinesPaginator = client.get_paginator("list_pipelines") +list_processing_jobs_paginator: ListProcessingJobsPaginator = client.get_paginator( + "list_processing_jobs" +) +list_spaces_paginator: ListSpacesPaginator = client.get_paginator("list_spaces") +list_stage_devices_paginator: ListStageDevicesPaginator = client.get_paginator("list_stage_devices") +list_studio_lifecycle_configs_paginator: ListStudioLifecycleConfigsPaginator = client.get_paginator( + "list_studio_lifecycle_configs" +) +list_subscribed_workteams_paginator: ListSubscribedWorkteamsPaginator = client.get_paginator( + "list_subscribed_workteams" +) +list_tags_paginator: ListTagsPaginator = client.get_paginator("list_tags") +list_training_jobs_paginator: ListTrainingJobsPaginator = client.get_paginator("list_training_jobs") +list_training_jobs_for_hyper_parameter_tuning_job_paginator: ListTrainingJobsForHyperParameterTuningJobPaginator = client.get_paginator( + "list_training_jobs_for_hyper_parameter_tuning_job" +) +list_transform_jobs_paginator: ListTransformJobsPaginator = client.get_paginator( + "list_transform_jobs" +) +list_trial_components_paginator: ListTrialComponentsPaginator = client.get_paginator( + "list_trial_components" +) +list_trials_paginator: ListTrialsPaginator = client.get_paginator("list_trials") +list_user_profiles_paginator: ListUserProfilesPaginator = client.get_paginator("list_user_profiles") +list_workforces_paginator: ListWorkforcesPaginator = client.get_paginator("list_workforces") +list_workteams_paginator: ListWorkteamsPaginator = client.get_paginator("list_workteams") +search_paginator: SearchPaginator = client.get_paginator("search") +``` + +<a id="waiters-annotations"></a> + +### Waiters annotations + +`mypy_boto3_sagemaker.waiter` module contains type annotations for all waiters. + +```python +from boto3.session import Session + +from mypy_boto3_sagemaker import SageMakerClient +from mypy_boto3_sagemaker.waiter import ( + EndpointDeletedWaiter, + EndpointInServiceWaiter, + ImageCreatedWaiter, + ImageDeletedWaiter, + ImageUpdatedWaiter, + ImageVersionCreatedWaiter, + ImageVersionDeletedWaiter, + NotebookInstanceDeletedWaiter, + NotebookInstanceInServiceWaiter, + NotebookInstanceStoppedWaiter, + ProcessingJobCompletedOrStoppedWaiter, + TrainingJobCompletedOrStoppedWaiter, + TransformJobCompletedOrStoppedWaiter, +) + +client: SageMakerClient = Session().client("sagemaker") + +# Explicit type annotations are optional here +# Types should be correctly discovered by mypy and IDEs +endpoint_deleted_waiter: EndpointDeletedWaiter = client.get_waiter("endpoint_deleted") +endpoint_in_service_waiter: EndpointInServiceWaiter = client.get_waiter("endpoint_in_service") +image_created_waiter: ImageCreatedWaiter = client.get_waiter("image_created") +image_deleted_waiter: ImageDeletedWaiter = client.get_waiter("image_deleted") +image_updated_waiter: ImageUpdatedWaiter = client.get_waiter("image_updated") +image_version_created_waiter: ImageVersionCreatedWaiter = client.get_waiter("image_version_created") +image_version_deleted_waiter: ImageVersionDeletedWaiter = client.get_waiter("image_version_deleted") +notebook_instance_deleted_waiter: NotebookInstanceDeletedWaiter = client.get_waiter( + "notebook_instance_deleted" +) +notebook_instance_in_service_waiter: NotebookInstanceInServiceWaiter = client.get_waiter( + "notebook_instance_in_service" +) +notebook_instance_stopped_waiter: NotebookInstanceStoppedWaiter = client.get_waiter( + "notebook_instance_stopped" +) +processing_job_completed_or_stopped_waiter: ProcessingJobCompletedOrStoppedWaiter = ( + client.get_waiter("processing_job_completed_or_stopped") +) +training_job_completed_or_stopped_waiter: TrainingJobCompletedOrStoppedWaiter = client.get_waiter( + "training_job_completed_or_stopped" +) +transform_job_completed_or_stopped_waiter: TransformJobCompletedOrStoppedWaiter = client.get_waiter( + "transform_job_completed_or_stopped" +) +``` + +<a id="literals"></a> + +### Literals + +`mypy_boto3_sagemaker.literals` module contains literals extracted from shapes +that can be used in user code for type checking. + +```python +from mypy_boto3_sagemaker.literals import ( + ActionStatusType, + AlgorithmSortByType, + AlgorithmStatusType, + AppImageConfigSortKeyType, + AppInstanceTypeType, + AppNetworkAccessTypeType, + AppSecurityGroupManagementType, + AppSortKeyType, + AppStatusType, + AppTypeType, + ArtifactSourceIdTypeType, + AssemblyTypeType, + AssociationEdgeTypeType, + AsyncNotificationTopicTypesType, + AthenaResultCompressionTypeType, + AthenaResultFormatType, + AuthModeType, + AutoMLAlgorithmType, + AutoMLChannelTypeType, + AutoMLJobObjectiveTypeType, + AutoMLJobSecondaryStatusType, + AutoMLJobStatusType, + AutoMLMetricEnumType, + AutoMLMetricExtendedEnumType, + AutoMLModeType, + AutoMLProcessingUnitType, + AutoMLS3DataTypeType, + AutoMLSortByType, + AutoMLSortOrderType, + AwsManagedHumanLoopRequestSourceType, + BatchStrategyType, + BooleanOperatorType, + CandidateSortByType, + CandidateStatusType, + CandidateStepTypeType, + CapacitySizeTypeType, + CaptureModeType, + CaptureStatusType, + ClarifyFeatureTypeType, + ClarifyTextGranularityType, + ClarifyTextLanguageType, + CodeRepositorySortByType, + CodeRepositorySortOrderType, + CompilationJobStatusType, + CompleteOnConvergenceType, + CompressionTypeType, + ConditionOutcomeType, + ContainerModeType, + ContentClassifierType, + DataDistributionTypeType, + DetailedAlgorithmStatusType, + DetailedModelPackageStatusType, + DeviceDeploymentStatusType, + DeviceSubsetTypeType, + DirectInternetAccessType, + DirectionType, + DomainStatusType, + EdgePackagingJobStatusType, + EdgePresetDeploymentStatusType, + EdgePresetDeploymentTypeType, + EndpointConfigSortKeyType, + EndpointDeletedWaiterName, + EndpointInServiceWaiterName, + EndpointSortKeyType, + EndpointStatusType, + ExecutionRoleIdentityConfigType, + ExecutionStatusType, + FailureHandlingPolicyType, + FeatureGroupSortByType, + FeatureGroupSortOrderType, + FeatureGroupStatusType, + FeatureStatusType, + FeatureTypeType, + FileSystemAccessModeType, + FileSystemTypeType, + FlowDefinitionStatusType, + FrameworkType, + HubContentSortByType, + HubContentStatusType, + HubContentTypeType, + HubSortByType, + HubStatusType, + HumanTaskUiStatusType, + HyperParameterScalingTypeType, + HyperParameterTuningAllocationStrategyType, + HyperParameterTuningJobObjectiveTypeType, + HyperParameterTuningJobSortByOptionsType, + HyperParameterTuningJobStatusType, + HyperParameterTuningJobStrategyTypeType, + HyperParameterTuningJobWarmStartTypeType, + ImageCreatedWaiterName, + ImageDeletedWaiterName, + ImageSortByType, + ImageSortOrderType, + ImageStatusType, + ImageUpdatedWaiterName, + ImageVersionCreatedWaiterName, + ImageVersionDeletedWaiterName, + ImageVersionSortByType, + ImageVersionSortOrderType, + ImageVersionStatusType, + InferenceExecutionModeType, + InferenceExperimentStatusType, + InferenceExperimentStopDesiredStateType, + InferenceExperimentTypeType, + InputModeType, + InstanceTypeType, + JobTypeType, + JoinSourceType, + LabelingJobStatusType, + LastUpdateStatusValueType, + LineageTypeType, + ListActionsPaginatorName, + ListAlgorithmsPaginatorName, + ListAliasesPaginatorName, + ListAppImageConfigsPaginatorName, + ListAppsPaginatorName, + ListArtifactsPaginatorName, + ListAssociationsPaginatorName, + ListAutoMLJobsPaginatorName, + ListCandidatesForAutoMLJobPaginatorName, + ListCodeRepositoriesPaginatorName, + ListCompilationJobsPaginatorName, + ListCompilationJobsSortByType, + ListContextsPaginatorName, + ListDataQualityJobDefinitionsPaginatorName, + ListDeviceFleetsPaginatorName, + ListDeviceFleetsSortByType, + ListDevicesPaginatorName, + ListDomainsPaginatorName, + ListEdgeDeploymentPlansPaginatorName, + ListEdgeDeploymentPlansSortByType, + ListEdgePackagingJobsPaginatorName, + ListEdgePackagingJobsSortByType, + ListEndpointConfigsPaginatorName, + ListEndpointsPaginatorName, + ListExperimentsPaginatorName, + ListFeatureGroupsPaginatorName, + ListFlowDefinitionsPaginatorName, + ListHumanTaskUisPaginatorName, + ListHyperParameterTuningJobsPaginatorName, + ListImageVersionsPaginatorName, + ListImagesPaginatorName, + ListInferenceExperimentsPaginatorName, + ListInferenceRecommendationsJobStepsPaginatorName, + ListInferenceRecommendationsJobsPaginatorName, + ListInferenceRecommendationsJobsSortByType, + ListLabelingJobsForWorkteamPaginatorName, + ListLabelingJobsForWorkteamSortByOptionsType, + ListLabelingJobsPaginatorName, + ListLineageGroupsPaginatorName, + ListModelBiasJobDefinitionsPaginatorName, + ListModelCardExportJobsPaginatorName, + ListModelCardVersionsPaginatorName, + ListModelCardsPaginatorName, + ListModelExplainabilityJobDefinitionsPaginatorName, + ListModelMetadataPaginatorName, + ListModelPackageGroupsPaginatorName, + ListModelPackagesPaginatorName, + ListModelQualityJobDefinitionsPaginatorName, + ListModelsPaginatorName, + ListMonitoringAlertHistoryPaginatorName, + ListMonitoringAlertsPaginatorName, + ListMonitoringExecutionsPaginatorName, + ListMonitoringSchedulesPaginatorName, + ListNotebookInstanceLifecycleConfigsPaginatorName, + ListNotebookInstancesPaginatorName, + ListPipelineExecutionStepsPaginatorName, + ListPipelineExecutionsPaginatorName, + ListPipelineParametersForExecutionPaginatorName, + ListPipelinesPaginatorName, + ListProcessingJobsPaginatorName, + ListSpacesPaginatorName, + ListStageDevicesPaginatorName, + ListStudioLifecycleConfigsPaginatorName, + ListSubscribedWorkteamsPaginatorName, + ListTagsPaginatorName, + ListTrainingJobsForHyperParameterTuningJobPaginatorName, + ListTrainingJobsPaginatorName, + ListTransformJobsPaginatorName, + ListTrialComponentsPaginatorName, + ListTrialsPaginatorName, + ListUserProfilesPaginatorName, + ListWorkforcesPaginatorName, + ListWorkforcesSortByOptionsType, + ListWorkteamsPaginatorName, + ListWorkteamsSortByOptionsType, + MetricSetSourceType, + ModelApprovalStatusType, + ModelCacheSettingType, + ModelCardExportJobSortByType, + ModelCardExportJobSortOrderType, + ModelCardExportJobStatusType, + ModelCardProcessingStatusType, + ModelCardSortByType, + ModelCardSortOrderType, + ModelCardStatusType, + ModelCardVersionSortByType, + ModelInfrastructureTypeType, + ModelMetadataFilterTypeType, + ModelPackageGroupSortByType, + ModelPackageGroupStatusType, + ModelPackageSortByType, + ModelPackageStatusType, + ModelPackageTypeType, + ModelSortKeyType, + ModelVariantActionType, + ModelVariantStatusType, + MonitoringAlertHistorySortKeyType, + MonitoringAlertStatusType, + MonitoringExecutionSortKeyType, + MonitoringJobDefinitionSortKeyType, + MonitoringProblemTypeType, + MonitoringScheduleSortKeyType, + MonitoringTypeType, + NotebookInstanceAcceleratorTypeType, + NotebookInstanceDeletedWaiterName, + NotebookInstanceInServiceWaiterName, + NotebookInstanceLifecycleConfigSortKeyType, + NotebookInstanceLifecycleConfigSortOrderType, + NotebookInstanceSortKeyType, + NotebookInstanceSortOrderType, + NotebookInstanceStatusType, + NotebookInstanceStoppedWaiterName, + NotebookOutputOptionType, + ObjectiveStatusType, + OfflineStoreStatusValueType, + OperatorType, + OrderKeyType, + ParameterTypeType, + PipelineExecutionStatusType, + PipelineStatusType, + ProblemTypeType, + ProcessingInstanceTypeType, + ProcessingJobCompletedOrStoppedWaiterName, + ProcessingJobStatusType, + ProcessingS3CompressionTypeType, + ProcessingS3DataDistributionTypeType, + ProcessingS3DataTypeType, + ProcessingS3InputModeType, + ProcessingS3UploadModeType, + ProcessorType, + ProductionVariantAcceleratorTypeType, + ProductionVariantInstanceTypeType, + ProfilingStatusType, + ProjectSortByType, + ProjectSortOrderType, + ProjectStatusType, + RStudioServerProAccessStatusType, + RStudioServerProUserGroupType, + RecommendationJobStatusType, + RecommendationJobTypeType, + RecommendationStepTypeType, + RecordWrapperType, + RedshiftResultCompressionTypeType, + RedshiftResultFormatType, + RepositoryAccessModeType, + ResourceTypeType, + RetentionTypeType, + RootAccessType, + RuleEvaluationStatusType, + S3DataDistributionType, + S3DataTypeType, + SagemakerServicecatalogStatusType, + ScheduleStatusType, + SearchPaginatorName, + SearchSortOrderType, + SecondaryStatusType, + SortActionsByType, + SortArtifactsByType, + SortAssociationsByType, + SortByType, + SortContextsByType, + SortExperimentsByType, + SortInferenceExperimentsByType, + SortLineageGroupsByType, + SortOrderType, + SortPipelineExecutionsByType, + SortPipelinesByType, + SortTrialComponentsByType, + SortTrialsByType, + SpaceSortKeyType, + SpaceStatusType, + SplitTypeType, + StageStatusType, + StepStatusType, + StudioLifecycleConfigAppTypeType, + StudioLifecycleConfigSortKeyType, + TableFormatType, + TargetDeviceType, + TargetPlatformAcceleratorType, + TargetPlatformArchType, + TargetPlatformOsType, + TrafficRoutingConfigTypeType, + TrafficTypeType, + TrainingInputModeType, + TrainingInstanceTypeType, + TrainingJobCompletedOrStoppedWaiterName, + TrainingJobEarlyStoppingTypeType, + TrainingJobSortByOptionsType, + TrainingJobStatusType, + TrainingRepositoryAccessModeType, + TransformInstanceTypeType, + TransformJobCompletedOrStoppedWaiterName, + TransformJobStatusType, + TrialComponentPrimaryStatusType, + UserProfileSortKeyType, + UserProfileStatusType, + VariantPropertyTypeType, + VariantStatusType, + VendorGuidanceType, + WarmPoolResourceStatusType, + WorkforceStatusType, + SageMakerServiceName, + ServiceName, + ResourceServiceName, + PaginatorName, + WaiterName, + RegionName, +) + + +def check_value(value: ActionStatusType) -> bool: + ... +``` + +<a id="typed-dictionaries"></a> + +### Typed dictionaries + +`mypy_boto3_sagemaker.type_defs` module contains structures and shapes +assembled to typed dictionaries for additional type checking. + +```python +from mypy_boto3_sagemaker.type_defs import ( + ActionSourceTypeDef, + AddAssociationRequestRequestTypeDef, + AddAssociationResponseTypeDef, + TagTypeDef, + AgentVersionTypeDef, + AlarmTypeDef, + MetricDefinitionTypeDef, + AlgorithmStatusItemTypeDef, + AlgorithmSummaryTypeDef, + AnnotationConsolidationConfigTypeDef, + AppDetailsTypeDef, + AppSpecificationTypeDef, + ArtifactSourceTypeTypeDef, + AssociateTrialComponentRequestRequestTypeDef, + AssociateTrialComponentResponseTypeDef, + AsyncInferenceClientConfigTypeDef, + AsyncInferenceNotificationConfigTypeDef, + AthenaDatasetDefinitionTypeDef, + AutoMLAlgorithmConfigTypeDef, + AutoMLCandidateStepTypeDef, + AutoMLContainerDefinitionTypeDef, + FinalAutoMLJobObjectiveMetricTypeDef, + AutoMLS3DataSourceTypeDef, + AutoMLDataSplitConfigTypeDef, + AutoMLJobArtifactsTypeDef, + AutoMLJobCompletionCriteriaTypeDef, + AutoMLJobObjectiveTypeDef, + AutoMLJobStepMetadataTypeDef, + AutoMLPartialFailureReasonTypeDef, + AutoMLOutputDataConfigTypeDef, + VpcConfigTypeDef, + BatchDataCaptureConfigTypeDef, + BatchDescribeModelPackageErrorTypeDef, + BatchDescribeModelPackageInputRequestTypeDef, + BestObjectiveNotImprovingTypeDef, + MetricsSourceTypeDef, + CacheHitResultTypeDef, + OutputParameterTypeDef, + CandidateArtifactLocationsTypeDef, + MetricDatumTypeDef, + TimeSeriesForecastingSettingsTypeDef, + CapacitySizeTypeDef, + CaptureContentTypeHeaderTypeDef, + CaptureOptionTypeDef, + CategoricalParameterRangeSpecificationTypeDef, + CategoricalParameterRangeTypeDef, + CategoricalParameterTypeDef, + ChannelSpecificationTypeDef, + ShuffleConfigTypeDef, + CheckpointConfigTypeDef, + ClarifyCheckStepMetadataTypeDef, + ClarifyInferenceConfigTypeDef, + ClarifyShapBaselineConfigTypeDef, + ClarifyTextConfigTypeDef, + GitConfigTypeDef, + CodeRepositoryTypeDef, + CognitoConfigTypeDef, + CognitoMemberDefinitionTypeDef, + CollectionConfigurationTypeDef, + CompilationJobSummaryTypeDef, + ConditionStepMetadataTypeDef, + MultiModelConfigTypeDef, + ContextSourceTypeDef, + ContinuousParameterRangeSpecificationTypeDef, + ContinuousParameterRangeTypeDef, + ConvergenceDetectedTypeDef, + MetadataPropertiesTypeDef, + CreateActionResponseTypeDef, + CreateAlgorithmOutputTypeDef, + CreateAppImageConfigResponseTypeDef, + ResourceSpecTypeDef, + CreateAppResponseTypeDef, + CreateArtifactResponseTypeDef, + ModelDeployConfigTypeDef, + CreateAutoMLJobResponseTypeDef, + CreateAutoMLJobV2ResponseTypeDef, + CreateCodeRepositoryOutputTypeDef, + InputConfigTypeDef, + NeoVpcConfigTypeDef, + StoppingConditionTypeDef, + CreateCompilationJobResponseTypeDef, + CreateContextResponseTypeDef, + DataQualityAppSpecificationTypeDef, + MonitoringStoppingConditionTypeDef, + CreateDataQualityJobDefinitionResponseTypeDef, + EdgeOutputConfigTypeDef, + CreateDomainResponseTypeDef, + EdgeDeploymentModelConfigTypeDef, + CreateEdgeDeploymentPlanResponseTypeDef, + CreateEndpointConfigOutputTypeDef, + CreateEndpointOutputTypeDef, + CreateExperimentResponseTypeDef, + FeatureDefinitionTypeDef, + CreateFeatureGroupResponseTypeDef, + FlowDefinitionOutputConfigTypeDef, + HumanLoopRequestSourceTypeDef, + CreateFlowDefinitionResponseTypeDef, + HubS3StorageConfigTypeDef, + CreateHubResponseTypeDef, + UiTemplateTypeDef, + CreateHumanTaskUiResponseTypeDef, + CreateHyperParameterTuningJobResponseTypeDef, + CreateImageResponseTypeDef, + CreateImageVersionRequestRequestTypeDef, + CreateImageVersionResponseTypeDef, + InferenceExperimentScheduleTypeDef, + CreateInferenceExperimentResponseTypeDef, + CreateInferenceRecommendationsJobResponseTypeDef, + LabelingJobOutputConfigTypeDef, + LabelingJobStoppingConditionsTypeDef, + CreateLabelingJobResponseTypeDef, + ModelBiasAppSpecificationTypeDef, + CreateModelBiasJobDefinitionResponseTypeDef, + ModelCardExportOutputConfigTypeDef, + CreateModelCardExportJobResponseTypeDef, + ModelCardSecurityConfigTypeDef, + CreateModelCardResponseTypeDef, + ModelExplainabilityAppSpecificationTypeDef, + CreateModelExplainabilityJobDefinitionResponseTypeDef, + InferenceExecutionConfigTypeDef, + CreateModelOutputTypeDef, + CreateModelPackageGroupOutputTypeDef, + CreateModelPackageOutputTypeDef, + ModelQualityAppSpecificationTypeDef, + CreateModelQualityJobDefinitionResponseTypeDef, + CreateMonitoringScheduleResponseTypeDef, + InstanceMetadataServiceConfigurationTypeDef, + NotebookInstanceLifecycleHookTypeDef, + CreateNotebookInstanceLifecycleConfigOutputTypeDef, + CreateNotebookInstanceOutputTypeDef, + ParallelismConfigurationTypeDef, + PipelineDefinitionS3LocationTypeDef, + CreatePipelineResponseTypeDef, + CreatePresignedDomainUrlRequestRequestTypeDef, + CreatePresignedDomainUrlResponseTypeDef, + CreatePresignedNotebookInstanceUrlInputRequestTypeDef, + CreatePresignedNotebookInstanceUrlOutputTypeDef, + ExperimentConfigTypeDef, + ProcessingStoppingConditionTypeDef, + CreateProcessingJobResponseTypeDef, + CreateProjectOutputTypeDef, + CreateSpaceResponseTypeDef, + CreateStudioLifecycleConfigResponseTypeDef, + DebugRuleConfigurationTypeDef, + OutputDataConfigTypeDef, + ProfilerConfigTypeDef, + ProfilerRuleConfigurationTypeDef, + RetryStrategyTypeDef, + TensorBoardOutputConfigTypeDef, + CreateTrainingJobResponseTypeDef, + DataProcessingTypeDef, + ModelClientConfigTypeDef, + TransformOutputTypeDef, + TransformResourcesTypeDef, + CreateTransformJobResponseTypeDef, + TrialComponentArtifactTypeDef, + TrialComponentParameterValueTypeDef, + TrialComponentStatusTypeDef, + CreateTrialComponentResponseTypeDef, + CreateTrialResponseTypeDef, + CreateUserProfileResponseTypeDef, + OidcConfigTypeDef, + SourceIpConfigTypeDef, + WorkforceVpcConfigRequestTypeDef, + CreateWorkforceResponseTypeDef, + NotificationConfigurationTypeDef, + CreateWorkteamResponseTypeDef, + CustomImageTypeDef, + DataCaptureConfigSummaryTypeDef, + DataCatalogConfigTypeDef, + MonitoringConstraintsResourceTypeDef, + MonitoringStatisticsResourceTypeDef, + EndpointInputTypeDef, + FileSystemDataSourceTypeDef, + S3DataSourceTypeDef, + RedshiftDatasetDefinitionTypeDef, + DebugRuleEvaluationStatusTypeDef, + DeleteActionRequestRequestTypeDef, + DeleteActionResponseTypeDef, + DeleteAlgorithmInputRequestTypeDef, + DeleteAppImageConfigRequestRequestTypeDef, + DeleteAppRequestRequestTypeDef, + DeleteArtifactResponseTypeDef, + DeleteAssociationRequestRequestTypeDef, + DeleteAssociationResponseTypeDef, + DeleteCodeRepositoryInputRequestTypeDef, + DeleteContextRequestRequestTypeDef, + DeleteContextResponseTypeDef, + DeleteDataQualityJobDefinitionRequestRequestTypeDef, + DeleteDeviceFleetRequestRequestTypeDef, + RetentionPolicyTypeDef, + DeleteEdgeDeploymentPlanRequestRequestTypeDef, + DeleteEdgeDeploymentStageRequestRequestTypeDef, + DeleteEndpointConfigInputRequestTypeDef, + DeleteEndpointInputRequestTypeDef, + DeleteExperimentRequestRequestTypeDef, + DeleteExperimentResponseTypeDef, + DeleteFeatureGroupRequestRequestTypeDef, + DeleteFlowDefinitionRequestRequestTypeDef, + DeleteHubContentRequestRequestTypeDef, + DeleteHubRequestRequestTypeDef, + DeleteHumanTaskUiRequestRequestTypeDef, + DeleteImageRequestRequestTypeDef, + DeleteImageVersionRequestRequestTypeDef, + DeleteInferenceExperimentRequestRequestTypeDef, + DeleteInferenceExperimentResponseTypeDef, + DeleteModelBiasJobDefinitionRequestRequestTypeDef, + DeleteModelCardRequestRequestTypeDef, + DeleteModelExplainabilityJobDefinitionRequestRequestTypeDef, + DeleteModelInputRequestTypeDef, + DeleteModelPackageGroupInputRequestTypeDef, + DeleteModelPackageGroupPolicyInputRequestTypeDef, + DeleteModelPackageInputRequestTypeDef, + DeleteModelQualityJobDefinitionRequestRequestTypeDef, + DeleteMonitoringScheduleRequestRequestTypeDef, + DeleteNotebookInstanceInputRequestTypeDef, + DeleteNotebookInstanceLifecycleConfigInputRequestTypeDef, + DeletePipelineRequestRequestTypeDef, + DeletePipelineResponseTypeDef, + DeleteProjectInputRequestTypeDef, + DeleteSpaceRequestRequestTypeDef, + DeleteStudioLifecycleConfigRequestRequestTypeDef, + DeleteTagsInputRequestTypeDef, + DeleteTrialComponentRequestRequestTypeDef, + DeleteTrialComponentResponseTypeDef, + DeleteTrialRequestRequestTypeDef, + DeleteTrialResponseTypeDef, + DeleteUserProfileRequestRequestTypeDef, + DeleteWorkforceRequestRequestTypeDef, + DeleteWorkteamRequestRequestTypeDef, + DeleteWorkteamResponseTypeDef, + DeployedImageTypeDef, + DeviceSelectionConfigTypeDef, + EdgeDeploymentConfigTypeDef, + EdgeDeploymentStatusTypeDef, + DeregisterDevicesRequestRequestTypeDef, + DescribeActionRequestRequestTypeDef, + DescribeAlgorithmInputRequestTypeDef, + DescribeAppImageConfigRequestRequestTypeDef, + DescribeAppRequestRequestTypeDef, + DescribeArtifactRequestRequestTypeDef, + DescribeAutoMLJobRequestRequestTypeDef, + ModelDeployResultTypeDef, + DescribeAutoMLJobV2RequestRequestTypeDef, + DescribeCodeRepositoryInputRequestTypeDef, + DescribeCompilationJobRequestRequestTypeDef, + ModelArtifactsTypeDef, + ModelDigestsTypeDef, + DescribeContextRequestRequestTypeDef, + DescribeDataQualityJobDefinitionRequestRequestTypeDef, + DescribeDeviceFleetRequestRequestTypeDef, + DescribeDeviceRequestRequestTypeDef, + EdgeModelTypeDef, + DescribeDomainRequestRequestTypeDef, + DescribeEdgeDeploymentPlanRequestRequestTypeDef, + DescribeEdgePackagingJobRequestRequestTypeDef, + EdgePresetDeploymentOutputTypeDef, + DescribeEndpointConfigInputRequestTypeDef, + WaiterConfigTypeDef, + DescribeEndpointInputRequestTypeDef, + DescribeExperimentRequestRequestTypeDef, + ExperimentSourceTypeDef, + DescribeFeatureGroupRequestRequestTypeDef, + LastUpdateStatusTypeDef, + OfflineStoreStatusTypeDef, + DescribeFeatureMetadataRequestRequestTypeDef, + FeatureParameterTypeDef, + DescribeFlowDefinitionRequestRequestTypeDef, + DescribeHubContentRequestRequestTypeDef, + HubContentDependencyTypeDef, + DescribeHubRequestRequestTypeDef, + DescribeHumanTaskUiRequestRequestTypeDef, + UiTemplateInfoTypeDef, + DescribeHyperParameterTuningJobRequestRequestTypeDef, + HyperParameterTuningJobCompletionDetailsTypeDef, + HyperParameterTuningJobConsumedResourcesTypeDef, + ObjectiveStatusCountersTypeDef, + TrainingJobStatusCountersTypeDef, + DescribeImageRequestRequestTypeDef, + DescribeImageResponseTypeDef, + DescribeImageVersionRequestRequestTypeDef, + DescribeImageVersionResponseTypeDef, + DescribeInferenceExperimentRequestRequestTypeDef, + EndpointMetadataTypeDef, + DescribeInferenceRecommendationsJobRequestRequestTypeDef, + DescribeLabelingJobRequestRequestTypeDef, + LabelCountersTypeDef, + LabelingJobOutputTypeDef, + DescribeLineageGroupRequestRequestTypeDef, + DescribeModelBiasJobDefinitionRequestRequestTypeDef, + DescribeModelCardExportJobRequestRequestTypeDef, + ModelCardExportArtifactsTypeDef, + DescribeModelCardRequestRequestTypeDef, + DescribeModelExplainabilityJobDefinitionRequestRequestTypeDef, + DescribeModelInputRequestTypeDef, + DescribeModelPackageGroupInputRequestTypeDef, + DescribeModelPackageInputRequestTypeDef, + DescribeModelQualityJobDefinitionRequestRequestTypeDef, + DescribeMonitoringScheduleRequestRequestTypeDef, + MonitoringExecutionSummaryTypeDef, + DescribeNotebookInstanceInputRequestTypeDef, + DescribeNotebookInstanceLifecycleConfigInputRequestTypeDef, + DescribePipelineDefinitionForExecutionRequestRequestTypeDef, + DescribePipelineDefinitionForExecutionResponseTypeDef, + DescribePipelineExecutionRequestRequestTypeDef, + PipelineExperimentConfigTypeDef, + DescribePipelineRequestRequestTypeDef, + DescribeProcessingJobRequestRequestTypeDef, + DescribeProjectInputRequestTypeDef, + ServiceCatalogProvisionedProductDetailsTypeDef, + DescribeSpaceRequestRequestTypeDef, + DescribeStudioLifecycleConfigRequestRequestTypeDef, + DescribeStudioLifecycleConfigResponseTypeDef, + DescribeSubscribedWorkteamRequestRequestTypeDef, + SubscribedWorkteamTypeDef, + DescribeTrainingJobRequestRequestTypeDef, + MetricDataTypeDef, + ProfilerRuleEvaluationStatusTypeDef, + SecondaryStatusTransitionTypeDef, + WarmPoolStatusTypeDef, + DescribeTransformJobRequestRequestTypeDef, + DescribeTrialComponentRequestRequestTypeDef, + TrialComponentMetricSummaryTypeDef, + TrialComponentSourceTypeDef, + DescribeTrialRequestRequestTypeDef, + TrialSourceTypeDef, + DescribeUserProfileRequestRequestTypeDef, + DescribeWorkforceRequestRequestTypeDef, + DescribeWorkteamRequestRequestTypeDef, + DesiredWeightAndCapacityTypeDef, + DeviceDeploymentSummaryTypeDef, + DeviceFleetSummaryTypeDef, + DeviceStatsTypeDef, + EdgeModelSummaryTypeDef, + DeviceTypeDef, + DisassociateTrialComponentRequestRequestTypeDef, + DisassociateTrialComponentResponseTypeDef, + DomainDetailsTypeDef, + FileSourceTypeDef, + EMRStepMetadataTypeDef, + EdgeDeploymentPlanSummaryTypeDef, + EdgeModelStatTypeDef, + EdgePackagingJobSummaryTypeDef, + EdgeTypeDef, + EmptyResponseMetadataTypeDef, + EndpointConfigSummaryTypeDef, + EndpointInfoTypeDef, + EndpointOutputConfigurationTypeDef, + InferenceMetricsTypeDef, + EndpointSummaryTypeDef, + EnvironmentParameterTypeDef, + FailStepMetadataTypeDef, + FileSystemConfigTypeDef, + FilterTypeDef, + FinalHyperParameterTuningJobObjectiveMetricTypeDef, + FlowDefinitionSummaryTypeDef, + GetDeviceFleetReportRequestRequestTypeDef, + GetLineageGroupPolicyRequestRequestTypeDef, + GetLineageGroupPolicyResponseTypeDef, + GetModelPackageGroupPolicyInputRequestTypeDef, + GetModelPackageGroupPolicyOutputTypeDef, + GetSagemakerServicecatalogPortfolioStatusOutputTypeDef, + PropertyNameSuggestionTypeDef, + GitConfigForUpdateTypeDef, + HubContentInfoTypeDef, + HubInfoTypeDef, + HumanLoopActivationConditionsConfigTypeDef, + UiConfigTypeDef, + HumanTaskUiSummaryTypeDef, + HyperParameterTuningJobObjectiveTypeDef, + HyperParameterTuningInstanceConfigTypeDef, + ResourceLimitsTypeDef, + HyperbandStrategyConfigTypeDef, + ParentHyperParameterTuningJobTypeDef, + IamIdentityTypeDef, + RepositoryAuthConfigTypeDef, + ImageTypeDef, + ImageVersionTypeDef, + ImportHubContentResponseTypeDef, + RecommendationMetricsTypeDef, + InferenceRecommendationsJobTypeDef, + InstanceGroupTypeDef, + IntegerParameterRangeSpecificationTypeDef, + IntegerParameterRangeTypeDef, + KernelSpecTypeDef, + LabelCountersForWorkteamTypeDef, + LabelingJobDataAttributesTypeDef, + LabelingJobS3DataSourceTypeDef, + LabelingJobSnsDataSourceTypeDef, + LineageGroupSummaryTypeDef, + ListActionsRequestListActionsPaginateTypeDef, + ListActionsRequestRequestTypeDef, + ListAlgorithmsInputListAlgorithmsPaginateTypeDef, + ListAlgorithmsInputRequestTypeDef, + ListAliasesRequestListAliasesPaginateTypeDef, + ListAliasesRequestRequestTypeDef, + ListAliasesResponseTypeDef, + ListAppImageConfigsRequestListAppImageConfigsPaginateTypeDef, + ListAppImageConfigsRequestRequestTypeDef, + ListAppsRequestListAppsPaginateTypeDef, + ListAppsRequestRequestTypeDef, + ListArtifactsRequestListArtifactsPaginateTypeDef, + ListArtifactsRequestRequestTypeDef, + ListAssociationsRequestListAssociationsPaginateTypeDef, + ListAssociationsRequestRequestTypeDef, + ListAutoMLJobsRequestListAutoMLJobsPaginateTypeDef, + ListAutoMLJobsRequestRequestTypeDef, + ListCandidatesForAutoMLJobRequestListCandidatesForAutoMLJobPaginateTypeDef, + ListCandidatesForAutoMLJobRequestRequestTypeDef, + ListCodeRepositoriesInputListCodeRepositoriesPaginateTypeDef, + ListCodeRepositoriesInputRequestTypeDef, + ListCompilationJobsRequestListCompilationJobsPaginateTypeDef, + ListCompilationJobsRequestRequestTypeDef, + ListContextsRequestListContextsPaginateTypeDef, + ListContextsRequestRequestTypeDef, + ListDataQualityJobDefinitionsRequestListDataQualityJobDefinitionsPaginateTypeDef, + ListDataQualityJobDefinitionsRequestRequestTypeDef, + MonitoringJobDefinitionSummaryTypeDef, + ListDeviceFleetsRequestListDeviceFleetsPaginateTypeDef, + ListDeviceFleetsRequestRequestTypeDef, + ListDevicesRequestListDevicesPaginateTypeDef, + ListDevicesRequestRequestTypeDef, + ListDomainsRequestListDomainsPaginateTypeDef, + ListDomainsRequestRequestTypeDef, + ListEdgeDeploymentPlansRequestListEdgeDeploymentPlansPaginateTypeDef, + ListEdgeDeploymentPlansRequestRequestTypeDef, + ListEdgePackagingJobsRequestListEdgePackagingJobsPaginateTypeDef, + ListEdgePackagingJobsRequestRequestTypeDef, + ListEndpointConfigsInputListEndpointConfigsPaginateTypeDef, + ListEndpointConfigsInputRequestTypeDef, + ListEndpointsInputListEndpointsPaginateTypeDef, + ListEndpointsInputRequestTypeDef, + ListExperimentsRequestListExperimentsPaginateTypeDef, + ListExperimentsRequestRequestTypeDef, + ListFeatureGroupsRequestListFeatureGroupsPaginateTypeDef, + ListFeatureGroupsRequestRequestTypeDef, + ListFlowDefinitionsRequestListFlowDefinitionsPaginateTypeDef, + ListFlowDefinitionsRequestRequestTypeDef, + ListHubContentVersionsRequestRequestTypeDef, + ListHubContentsRequestRequestTypeDef, + ListHubsRequestRequestTypeDef, + ListHumanTaskUisRequestListHumanTaskUisPaginateTypeDef, + ListHumanTaskUisRequestRequestTypeDef, + ListHyperParameterTuningJobsRequestListHyperParameterTuningJobsPaginateTypeDef, + ListHyperParameterTuningJobsRequestRequestTypeDef, + ListImageVersionsRequestListImageVersionsPaginateTypeDef, + ListImageVersionsRequestRequestTypeDef, + ListImagesRequestListImagesPaginateTypeDef, + ListImagesRequestRequestTypeDef, + ListInferenceExperimentsRequestListInferenceExperimentsPaginateTypeDef, + ListInferenceExperimentsRequestRequestTypeDef, + ListInferenceRecommendationsJobStepsRequestListInferenceRecommendationsJobStepsPaginateTypeDef, + ListInferenceRecommendationsJobStepsRequestRequestTypeDef, + ListInferenceRecommendationsJobsRequestListInferenceRecommendationsJobsPaginateTypeDef, + ListInferenceRecommendationsJobsRequestRequestTypeDef, + ListLabelingJobsForWorkteamRequestListLabelingJobsForWorkteamPaginateTypeDef, + ListLabelingJobsForWorkteamRequestRequestTypeDef, + ListLabelingJobsRequestListLabelingJobsPaginateTypeDef, + ListLabelingJobsRequestRequestTypeDef, + ListLineageGroupsRequestListLineageGroupsPaginateTypeDef, + ListLineageGroupsRequestRequestTypeDef, + ListModelBiasJobDefinitionsRequestListModelBiasJobDefinitionsPaginateTypeDef, + ListModelBiasJobDefinitionsRequestRequestTypeDef, + ListModelCardExportJobsRequestListModelCardExportJobsPaginateTypeDef, + ListModelCardExportJobsRequestRequestTypeDef, + ModelCardExportJobSummaryTypeDef, + ListModelCardVersionsRequestListModelCardVersionsPaginateTypeDef, + ListModelCardVersionsRequestRequestTypeDef, + ModelCardVersionSummaryTypeDef, + ListModelCardsRequestListModelCardsPaginateTypeDef, + ListModelCardsRequestRequestTypeDef, + ModelCardSummaryTypeDef, + ListModelExplainabilityJobDefinitionsRequestListModelExplainabilityJobDefinitionsPaginateTypeDef, + ListModelExplainabilityJobDefinitionsRequestRequestTypeDef, + ModelMetadataSummaryTypeDef, + ListModelPackageGroupsInputListModelPackageGroupsPaginateTypeDef, + ListModelPackageGroupsInputRequestTypeDef, + ModelPackageGroupSummaryTypeDef, + ListModelPackagesInputListModelPackagesPaginateTypeDef, + ListModelPackagesInputRequestTypeDef, + ModelPackageSummaryTypeDef, + ListModelQualityJobDefinitionsRequestListModelQualityJobDefinitionsPaginateTypeDef, + ListModelQualityJobDefinitionsRequestRequestTypeDef, + ListModelsInputListModelsPaginateTypeDef, + ListModelsInputRequestTypeDef, + ModelSummaryTypeDef, + ListMonitoringAlertHistoryRequestListMonitoringAlertHistoryPaginateTypeDef, + ListMonitoringAlertHistoryRequestRequestTypeDef, + MonitoringAlertHistorySummaryTypeDef, + ListMonitoringAlertsRequestListMonitoringAlertsPaginateTypeDef, + ListMonitoringAlertsRequestRequestTypeDef, + ListMonitoringExecutionsRequestListMonitoringExecutionsPaginateTypeDef, + ListMonitoringExecutionsRequestRequestTypeDef, + ListMonitoringSchedulesRequestListMonitoringSchedulesPaginateTypeDef, + ListMonitoringSchedulesRequestRequestTypeDef, + MonitoringScheduleSummaryTypeDef, + ListNotebookInstanceLifecycleConfigsInputListNotebookInstanceLifecycleConfigsPaginateTypeDef, + ListNotebookInstanceLifecycleConfigsInputRequestTypeDef, + NotebookInstanceLifecycleConfigSummaryTypeDef, + ListNotebookInstancesInputListNotebookInstancesPaginateTypeDef, + ListNotebookInstancesInputRequestTypeDef, + NotebookInstanceSummaryTypeDef, + ListPipelineExecutionStepsRequestListPipelineExecutionStepsPaginateTypeDef, + ListPipelineExecutionStepsRequestRequestTypeDef, + ListPipelineExecutionsRequestListPipelineExecutionsPaginateTypeDef, + ListPipelineExecutionsRequestRequestTypeDef, + PipelineExecutionSummaryTypeDef, + ListPipelineParametersForExecutionRequestListPipelineParametersForExecutionPaginateTypeDef, + ListPipelineParametersForExecutionRequestRequestTypeDef, + ParameterTypeDef, + ListPipelinesRequestListPipelinesPaginateTypeDef, + ListPipelinesRequestRequestTypeDef, + PipelineSummaryTypeDef, + ListProcessingJobsRequestListProcessingJobsPaginateTypeDef, + ListProcessingJobsRequestRequestTypeDef, + ProcessingJobSummaryTypeDef, + ListProjectsInputRequestTypeDef, + ProjectSummaryTypeDef, + ListSpacesRequestListSpacesPaginateTypeDef, + ListSpacesRequestRequestTypeDef, + SpaceDetailsTypeDef, + ListStageDevicesRequestListStageDevicesPaginateTypeDef, + ListStageDevicesRequestRequestTypeDef, + ListStudioLifecycleConfigsRequestListStudioLifecycleConfigsPaginateTypeDef, + ListStudioLifecycleConfigsRequestRequestTypeDef, + StudioLifecycleConfigDetailsTypeDef, + ListSubscribedWorkteamsRequestListSubscribedWorkteamsPaginateTypeDef, + ListSubscribedWorkteamsRequestRequestTypeDef, + ListTagsInputListTagsPaginateTypeDef, + ListTagsInputRequestTypeDef, + ListTrainingJobsForHyperParameterTuningJobRequestListTrainingJobsForHyperParameterTuningJobPaginateTypeDef, + ListTrainingJobsForHyperParameterTuningJobRequestRequestTypeDef, + ListTrainingJobsRequestListTrainingJobsPaginateTypeDef, + ListTrainingJobsRequestRequestTypeDef, + ListTransformJobsRequestListTransformJobsPaginateTypeDef, + ListTransformJobsRequestRequestTypeDef, + TransformJobSummaryTypeDef, + ListTrialComponentsRequestListTrialComponentsPaginateTypeDef, + ListTrialComponentsRequestRequestTypeDef, + ListTrialsRequestListTrialsPaginateTypeDef, + ListTrialsRequestRequestTypeDef, + ListUserProfilesRequestListUserProfilesPaginateTypeDef, + ListUserProfilesRequestRequestTypeDef, + UserProfileDetailsTypeDef, + ListWorkforcesRequestListWorkforcesPaginateTypeDef, + ListWorkforcesRequestRequestTypeDef, + ListWorkteamsRequestListWorkteamsPaginateTypeDef, + ListWorkteamsRequestRequestTypeDef, + OidcMemberDefinitionTypeDef, + MonitoringGroundTruthS3InputTypeDef, + ModelDashboardEndpointTypeDef, + ModelDashboardIndicatorActionTypeDef, + RealTimeInferenceConfigTypeDef, + ModelInputTypeDef, + ModelLatencyThresholdTypeDef, + ModelMetadataFilterTypeDef, + ModelPackageStatusItemTypeDef, + ModelStepMetadataTypeDef, + MonitoringAppSpecificationTypeDef, + MonitoringClusterConfigTypeDef, + MonitoringCsvDatasetFormatTypeDef, + MonitoringJsonDatasetFormatTypeDef, + MonitoringS3OutputTypeDef, + ScheduleConfigTypeDef, + S3StorageConfigTypeDef, + OidcConfigForResponseTypeDef, + OnlineStoreSecurityConfigTypeDef, + TargetPlatformTypeDef, + PaginatorConfigTypeDef, + ParentTypeDef, + ProductionVariantServerlessConfigTypeDef, + ProductionVariantStatusTypeDef, + PhaseTypeDef, + ProcessingJobStepMetadataTypeDef, + QualityCheckStepMetadataTypeDef, + RegisterModelStepMetadataTypeDef, + TrainingJobStepMetadataTypeDef, + TransformJobStepMetadataTypeDef, + TuningJobStepMetaDataTypeDef, + ProcessingClusterConfigTypeDef, + ProcessingFeatureStoreOutputTypeDef, + ProcessingS3InputTypeDef, + ProcessingS3OutputTypeDef, + ProductionVariantCoreDumpConfigTypeDef, + ProfilerConfigForUpdateTypeDef, + PropertyNameQueryTypeDef, + ProvisioningParameterTypeDef, + USDTypeDef, + PutModelPackageGroupPolicyInputRequestTypeDef, + PutModelPackageGroupPolicyOutputTypeDef, + QueryFiltersTypeDef, + VertexTypeDef, + RStudioServerProAppSettingsTypeDef, + RecommendationJobCompiledOutputConfigTypeDef, + RecommendationJobPayloadConfigTypeDef, + RecommendationJobResourceLimitTypeDef, + RecommendationJobVpcConfigTypeDef, + RenderableTaskTypeDef, + RenderingErrorTypeDef, + ResourceConfigForUpdateTypeDef, + ResponseMetadataTypeDef, + RetryPipelineExecutionResponseTypeDef, + SearchRequestRequestTypeDef, + SearchRequestSearchPaginateTypeDef, + SendPipelineExecutionStepFailureRequestRequestTypeDef, + SendPipelineExecutionStepFailureResponseTypeDef, + SendPipelineExecutionStepSuccessResponseTypeDef, + ShadowModelVariantConfigTypeDef, + SharingSettingsTypeDef, + SourceAlgorithmTypeDef, + StartEdgeDeploymentStageRequestRequestTypeDef, + StartInferenceExperimentRequestRequestTypeDef, + StartInferenceExperimentResponseTypeDef, + StartMonitoringScheduleRequestRequestTypeDef, + StartNotebookInstanceInputRequestTypeDef, + StartPipelineExecutionResponseTypeDef, + StopAutoMLJobRequestRequestTypeDef, + StopCompilationJobRequestRequestTypeDef, + StopEdgeDeploymentStageRequestRequestTypeDef, + StopEdgePackagingJobRequestRequestTypeDef, + StopHyperParameterTuningJobRequestRequestTypeDef, + StopInferenceExperimentResponseTypeDef, + StopInferenceRecommendationsJobRequestRequestTypeDef, + StopLabelingJobRequestRequestTypeDef, + StopMonitoringScheduleRequestRequestTypeDef, + StopNotebookInstanceInputRequestTypeDef, + StopPipelineExecutionRequestRequestTypeDef, + StopPipelineExecutionResponseTypeDef, + StopProcessingJobRequestRequestTypeDef, + StopTrainingJobRequestRequestTypeDef, + StopTransformJobRequestRequestTypeDef, + TrainingRepositoryAuthConfigTypeDef, + TransformS3DataSourceTypeDef, + UpdateActionRequestRequestTypeDef, + UpdateActionResponseTypeDef, + UpdateAppImageConfigResponseTypeDef, + UpdateArtifactRequestRequestTypeDef, + UpdateArtifactResponseTypeDef, + UpdateCodeRepositoryOutputTypeDef, + UpdateContextRequestRequestTypeDef, + UpdateContextResponseTypeDef, + UpdateDomainResponseTypeDef, + VariantPropertyTypeDef, + UpdateEndpointOutputTypeDef, + UpdateEndpointWeightsAndCapacitiesOutputTypeDef, + UpdateExperimentRequestRequestTypeDef, + UpdateExperimentResponseTypeDef, + UpdateFeatureGroupResponseTypeDef, + UpdateHubRequestRequestTypeDef, + UpdateHubResponseTypeDef, + UpdateImageRequestRequestTypeDef, + UpdateImageResponseTypeDef, + UpdateImageVersionRequestRequestTypeDef, + UpdateImageVersionResponseTypeDef, + UpdateInferenceExperimentResponseTypeDef, + UpdateModelCardRequestRequestTypeDef, + UpdateModelCardResponseTypeDef, + UpdateModelPackageOutputTypeDef, + UpdateMonitoringAlertRequestRequestTypeDef, + UpdateMonitoringAlertResponseTypeDef, + UpdateMonitoringScheduleResponseTypeDef, + UpdatePipelineExecutionResponseTypeDef, + UpdatePipelineResponseTypeDef, + UpdateProjectOutputTypeDef, + UpdateSpaceResponseTypeDef, + UpdateTrainingJobResponseTypeDef, + UpdateTrialComponentResponseTypeDef, + UpdateTrialRequestRequestTypeDef, + UpdateTrialResponseTypeDef, + UpdateUserProfileResponseTypeDef, + WorkforceVpcConfigResponseTypeDef, + ActionSummaryTypeDef, + AddTagsInputRequestTypeDef, + AddTagsOutputTypeDef, + CreateExperimentRequestRequestTypeDef, + CreateImageRequestRequestTypeDef, + CreateModelPackageGroupInputRequestTypeDef, + CreateStudioLifecycleConfigRequestRequestTypeDef, + ImportHubContentRequestRequestTypeDef, + ListTagsOutputTypeDef, + AutoRollbackConfigTypeDef, + HyperParameterAlgorithmSpecificationTypeDef, + AlgorithmStatusDetailsTypeDef, + ListAlgorithmsOutputTypeDef, + ListAppsResponseTypeDef, + ArtifactSourceTypeDef, + AsyncInferenceOutputConfigTypeDef, + AutoMLCandidateGenerationConfigTypeDef, + AutoMLDataSourceTypeDef, + ImageClassificationJobConfigTypeDef, + TextClassificationJobConfigTypeDef, + ResolvedAttributesTypeDef, + AutoMLJobSummaryTypeDef, + AutoMLSecurityConfigTypeDef, + LabelingJobResourceConfigTypeDef, + MonitoringNetworkConfigTypeDef, + NetworkConfigTypeDef, + BiasTypeDef, + DriftCheckModelDataQualityTypeDef, + DriftCheckModelQualityTypeDef, + ExplainabilityTypeDef, + ModelDataQualityTypeDef, + ModelQualityTypeDef, + CallbackStepMetadataTypeDef, + LambdaStepMetadataTypeDef, + SendPipelineExecutionStepSuccessRequestRequestTypeDef, + CandidatePropertiesTypeDef, + CanvasAppSettingsTypeDef, + TrafficRoutingConfigTypeDef, + InferenceExperimentDataStorageConfigTypeDef, + DataCaptureConfigTypeDef, + EnvironmentParameterRangesTypeDef, + ClarifyShapConfigTypeDef, + CodeRepositorySummaryTypeDef, + CreateCodeRepositoryInputRequestTypeDef, + DescribeCodeRepositoryOutputTypeDef, + DebugHookConfigTypeDef, + ListCompilationJobsResponseTypeDef, + ContextSummaryTypeDef, + CreateContextRequestRequestTypeDef, + TuningJobCompletionCriteriaTypeDef, + CreateActionRequestRequestTypeDef, + CreateTrialRequestRequestTypeDef, + CreateAppRequestRequestTypeDef, + DescribeAppResponseTypeDef, + JupyterServerAppSettingsTypeDef, + RStudioServerProDomainSettingsForUpdateTypeDef, + RStudioServerProDomainSettingsTypeDef, + TensorBoardAppSettingsTypeDef, + CreateDeviceFleetRequestRequestTypeDef, + CreateEdgePackagingJobRequestRequestTypeDef, + DescribeDeviceFleetResponseTypeDef, + UpdateDeviceFleetRequestRequestTypeDef, + UpdateFeatureGroupRequestRequestTypeDef, + CreateHubRequestRequestTypeDef, + DescribeHubResponseTypeDef, + CreateHumanTaskUiRequestRequestTypeDef, + InferenceExperimentSummaryTypeDef, + CreateModelCardExportJobRequestRequestTypeDef, + CreateModelCardRequestRequestTypeDef, + CreateNotebookInstanceInputRequestTypeDef, + DescribeNotebookInstanceOutputTypeDef, + UpdateNotebookInstanceInputRequestTypeDef, + CreateNotebookInstanceLifecycleConfigInputRequestTypeDef, + DescribeNotebookInstanceLifecycleConfigOutputTypeDef, + UpdateNotebookInstanceLifecycleConfigInputRequestTypeDef, + RetryPipelineExecutionRequestRequestTypeDef, + UpdatePipelineExecutionRequestRequestTypeDef, + CreatePipelineRequestRequestTypeDef, + UpdatePipelineRequestRequestTypeDef, + CreateTrialComponentRequestRequestTypeDef, + UpdateTrialComponentRequestRequestTypeDef, + CreateWorkforceRequestRequestTypeDef, + UpdateWorkforceRequestRequestTypeDef, + KernelGatewayAppSettingsTypeDef, + RSessionAppSettingsTypeDef, + ModelBiasBaselineConfigTypeDef, + ModelExplainabilityBaselineConfigTypeDef, + ModelQualityBaselineConfigTypeDef, + DataQualityBaselineConfigTypeDef, + MonitoringBaselineConfigTypeDef, + DataSourceTypeDef, + DatasetDefinitionTypeDef, + DeleteDomainRequestRequestTypeDef, + DeploymentStageTypeDef, + DeploymentStageStatusSummaryTypeDef, + DescribeDeviceResponseTypeDef, + DescribeEdgePackagingJobResponseTypeDef, + DescribeEndpointInputEndpointDeletedWaitTypeDef, + DescribeEndpointInputEndpointInServiceWaitTypeDef, + DescribeImageRequestImageCreatedWaitTypeDef, + DescribeImageRequestImageDeletedWaitTypeDef, + DescribeImageRequestImageUpdatedWaitTypeDef, + DescribeImageVersionRequestImageVersionCreatedWaitTypeDef, + DescribeImageVersionRequestImageVersionDeletedWaitTypeDef, + DescribeNotebookInstanceInputNotebookInstanceDeletedWaitTypeDef, + DescribeNotebookInstanceInputNotebookInstanceInServiceWaitTypeDef, + DescribeNotebookInstanceInputNotebookInstanceStoppedWaitTypeDef, + DescribeProcessingJobRequestProcessingJobCompletedOrStoppedWaitTypeDef, + DescribeTrainingJobRequestTrainingJobCompletedOrStoppedWaitTypeDef, + DescribeTransformJobRequestTransformJobCompletedOrStoppedWaitTypeDef, + ExperimentSummaryTypeDef, + FeatureGroupSummaryTypeDef, + DescribeFeatureMetadataResponseTypeDef, + FeatureMetadataTypeDef, + UpdateFeatureMetadataRequestRequestTypeDef, + DescribeHubContentResponseTypeDef, + DescribeHumanTaskUiResponseTypeDef, + DescribeModelCardExportJobResponseTypeDef, + ListMonitoringExecutionsResponseTypeDef, + DescribeSubscribedWorkteamResponseTypeDef, + ListSubscribedWorkteamsResponseTypeDef, + TrainingJobSummaryTypeDef, + TrialSummaryTypeDef, + UpdateEndpointWeightsAndCapacitiesInputRequestTypeDef, + ListStageDevicesResponseTypeDef, + ListDeviceFleetsResponseTypeDef, + DeviceSummaryTypeDef, + RegisterDevicesRequestRequestTypeDef, + UpdateDevicesRequestRequestTypeDef, + ListDomainsResponseTypeDef, + DriftCheckBiasTypeDef, + DriftCheckExplainabilityTypeDef, + ListEdgeDeploymentPlansResponseTypeDef, + GetDeviceFleetReportResponseTypeDef, + ListEdgePackagingJobsResponseTypeDef, + ListEndpointConfigsOutputTypeDef, + EndpointPerformanceTypeDef, + ListEndpointsOutputTypeDef, + ModelConfigurationTypeDef, + NestedFiltersTypeDef, + HyperParameterTrainingJobSummaryTypeDef, + ListFlowDefinitionsResponseTypeDef, + GetSearchSuggestionsResponseTypeDef, + UpdateCodeRepositoryInputRequestTypeDef, + ListHubContentVersionsResponseTypeDef, + ListHubContentsResponseTypeDef, + ListHubsResponseTypeDef, + HumanLoopActivationConfigTypeDef, + ListHumanTaskUisResponseTypeDef, + HyperParameterTuningResourceConfigTypeDef, + HyperParameterTuningJobSummaryTypeDef, + HyperParameterTuningJobStrategyConfigTypeDef, + HyperParameterTuningJobWarmStartConfigTypeDef, + UserContextTypeDef, + ImageConfigTypeDef, + ListImagesResponseTypeDef, + ListImageVersionsResponseTypeDef, + ListInferenceRecommendationsJobsResponseTypeDef, + ResourceConfigTypeDef, + ParameterRangeTypeDef, + ParameterRangesTypeDef, + KernelGatewayImageConfigTypeDef, + LabelingJobForWorkteamSummaryTypeDef, + LabelingJobDataSourceTypeDef, + ListLineageGroupsResponseTypeDef, + ListDataQualityJobDefinitionsResponseTypeDef, + ListModelBiasJobDefinitionsResponseTypeDef, + ListModelExplainabilityJobDefinitionsResponseTypeDef, + ListModelQualityJobDefinitionsResponseTypeDef, + ListModelCardExportJobsResponseTypeDef, + ListModelCardVersionsResponseTypeDef, + ListModelCardsResponseTypeDef, + ListModelMetadataResponseTypeDef, + ListModelPackageGroupsOutputTypeDef, + ListModelPackagesOutputTypeDef, + ListModelsOutputTypeDef, + ListMonitoringAlertHistoryResponseTypeDef, + ListMonitoringSchedulesResponseTypeDef, + ListNotebookInstanceLifecycleConfigsOutputTypeDef, + ListNotebookInstancesOutputTypeDef, + ListPipelineExecutionsResponseTypeDef, + ListPipelineParametersForExecutionResponseTypeDef, + StartPipelineExecutionRequestRequestTypeDef, + ListPipelinesResponseTypeDef, + ListProcessingJobsResponseTypeDef, + ListProjectsOutputTypeDef, + ListSpacesResponseTypeDef, + ListStudioLifecycleConfigsResponseTypeDef, + ListTransformJobsResponseTypeDef, + ListUserProfilesResponseTypeDef, + MemberDefinitionTypeDef, + MonitoringAlertActionsTypeDef, + ModelInfrastructureConfigTypeDef, + ModelPackageContainerDefinitionTypeDef, + RecommendationJobStoppingConditionsTypeDef, + ModelMetadataSearchExpressionTypeDef, + ModelPackageStatusDetailsTypeDef, + MonitoringResourcesTypeDef, + MonitoringDatasetFormatTypeDef, + MonitoringOutputTypeDef, + OfflineStoreConfigTypeDef, + OnlineStoreConfigTypeDef, + OutputConfigTypeDef, + PendingProductionVariantSummaryTypeDef, + ProductionVariantSummaryTypeDef, + TrafficPatternTypeDef, + ProcessingResourcesTypeDef, + ProcessingOutputTypeDef, + ProductionVariantTypeDef, + SuggestionQueryTypeDef, + ServiceCatalogProvisioningDetailsTypeDef, + ServiceCatalogProvisioningUpdateDetailsTypeDef, + PublicWorkforceTaskPriceTypeDef, + QueryLineageRequestRequestTypeDef, + QueryLineageResponseTypeDef, + RecommendationJobOutputConfigTypeDef, + RecommendationJobContainerConfigTypeDef, + RenderUiTemplateRequestRequestTypeDef, + RenderUiTemplateResponseTypeDef, + UpdateTrainingJobRequestRequestTypeDef, + ShadowModeConfigTypeDef, + SourceAlgorithmSpecificationTypeDef, + TrainingImageConfigTypeDef, + TransformDataSourceTypeDef, + WorkforceTypeDef, + ListActionsResponseTypeDef, + ArtifactSummaryTypeDef, + CreateArtifactRequestRequestTypeDef, + DeleteArtifactRequestRequestTypeDef, + AsyncInferenceConfigTypeDef, + AutoMLChannelTypeDef, + AutoMLJobChannelTypeDef, + AutoMLProblemTypeConfigTypeDef, + ListAutoMLJobsResponseTypeDef, + AutoMLJobConfigTypeDef, + LabelingJobAlgorithmsConfigTypeDef, + ModelMetricsTypeDef, + PipelineExecutionStepMetadataTypeDef, + AutoMLCandidateTypeDef, + BlueGreenUpdatePolicyTypeDef, + EndpointInputConfigurationTypeDef, + ClarifyExplainerConfigTypeDef, + ListCodeRepositoriesOutputTypeDef, + ListContextsResponseTypeDef, + DomainSettingsForUpdateTypeDef, + DomainSettingsTypeDef, + ListInferenceExperimentsResponseTypeDef, + DefaultSpaceSettingsTypeDef, + SpaceSettingsTypeDef, + UserSettingsTypeDef, + ChannelTypeDef, + ProcessingInputTypeDef, + CreateEdgeDeploymentPlanRequestRequestTypeDef, + CreateEdgeDeploymentStageRequestRequestTypeDef, + DescribeEdgeDeploymentPlanResponseTypeDef, + ListExperimentsResponseTypeDef, + ListFeatureGroupsResponseTypeDef, + ListTrainingJobsResponseTypeDef, + ListTrialsResponseTypeDef, + ListDevicesResponseTypeDef, + DriftCheckBaselinesTypeDef, + InferenceRecommendationTypeDef, + RecommendationJobInferenceBenchmarkTypeDef, + SearchExpressionTypeDef, + ListTrainingJobsForHyperParameterTuningJobResponseTypeDef, + ListHyperParameterTuningJobsResponseTypeDef, + AssociationSummaryTypeDef, + DescribeActionResponseTypeDef, + DescribeArtifactResponseTypeDef, + DescribeContextResponseTypeDef, + DescribeExperimentResponseTypeDef, + DescribeLineageGroupResponseTypeDef, + DescribeModelCardResponseTypeDef, + DescribeModelPackageGroupOutputTypeDef, + DescribePipelineExecutionResponseTypeDef, + DescribePipelineResponseTypeDef, + DescribeTrialComponentResponseTypeDef, + DescribeTrialResponseTypeDef, + ExperimentTypeDef, + ModelCardTypeDef, + ModelDashboardModelCardTypeDef, + ModelPackageGroupTypeDef, + PipelineExecutionTypeDef, + PipelineTypeDef, + TrialComponentSimpleSummaryTypeDef, + TrialComponentSummaryTypeDef, + ContainerDefinitionTypeDef, + HyperParameterSpecificationTypeDef, + HyperParameterTuningJobConfigTypeDef, + AppImageConfigDetailsTypeDef, + CreateAppImageConfigRequestRequestTypeDef, + DescribeAppImageConfigResponseTypeDef, + UpdateAppImageConfigRequestRequestTypeDef, + ListLabelingJobsForWorkteamResponseTypeDef, + LabelingJobInputConfigTypeDef, + CreateWorkteamRequestRequestTypeDef, + UpdateWorkteamRequestRequestTypeDef, + WorkteamTypeDef, + MonitoringAlertSummaryTypeDef, + ModelVariantConfigSummaryTypeDef, + ModelVariantConfigTypeDef, + AdditionalInferenceSpecificationDefinitionTypeDef, + InferenceSpecificationTypeDef, + ListModelMetadataRequestListModelMetadataPaginateTypeDef, + ListModelMetadataRequestRequestTypeDef, + BatchTransformInputTypeDef, + MonitoringOutputConfigTypeDef, + CreateFeatureGroupRequestRequestTypeDef, + DescribeFeatureGroupResponseTypeDef, + FeatureGroupTypeDef, + CreateCompilationJobRequestRequestTypeDef, + DescribeCompilationJobResponseTypeDef, + PendingDeploymentSummaryTypeDef, + ProcessingOutputConfigTypeDef, + GetSearchSuggestionsRequestRequestTypeDef, + CreateProjectInputRequestTypeDef, + DescribeProjectOutputTypeDef, + ProjectTypeDef, + UpdateProjectInputRequestTypeDef, + HumanLoopConfigTypeDef, + HumanTaskConfigTypeDef, + AlgorithmSpecificationTypeDef, + TransformInputTypeDef, + DescribeWorkforceResponseTypeDef, + ListWorkforcesResponseTypeDef, + UpdateWorkforceResponseTypeDef, + ListArtifactsResponseTypeDef, + CreateAutoMLJobV2RequestRequestTypeDef, + CreateAutoMLJobRequestRequestTypeDef, + PipelineExecutionStepTypeDef, + DescribeAutoMLJobResponseTypeDef, + DescribeAutoMLJobV2ResponseTypeDef, + ListCandidatesForAutoMLJobResponseTypeDef, + DeploymentConfigTypeDef, + RecommendationJobInputConfigTypeDef, + ExplainerConfigTypeDef, + CreateSpaceRequestRequestTypeDef, + DescribeSpaceResponseTypeDef, + UpdateSpaceRequestRequestTypeDef, + CreateDomainRequestRequestTypeDef, + CreateUserProfileRequestRequestTypeDef, + DescribeDomainResponseTypeDef, + DescribeUserProfileResponseTypeDef, + UpdateDomainRequestRequestTypeDef, + UpdateUserProfileRequestRequestTypeDef, + HyperParameterTrainingJobDefinitionTypeDef, + TrainingJobDefinitionTypeDef, + InferenceRecommendationsJobStepTypeDef, + ListAssociationsResponseTypeDef, + TrialTypeDef, + ListTrialComponentsResponseTypeDef, + CreateModelInputRequestTypeDef, + DescribeModelOutputTypeDef, + ModelTypeDef, + TrainingSpecificationTypeDef, + ListAppImageConfigsResponseTypeDef, + LabelingJobSummaryTypeDef, + DescribeWorkteamResponseTypeDef, + ListWorkteamsResponseTypeDef, + UpdateWorkteamResponseTypeDef, + ListMonitoringAlertsResponseTypeDef, + DescribeInferenceExperimentResponseTypeDef, + CreateInferenceExperimentRequestRequestTypeDef, + StopInferenceExperimentRequestRequestTypeDef, + UpdateInferenceExperimentRequestRequestTypeDef, + UpdateModelPackageInputRequestTypeDef, + BatchDescribeModelPackageSummaryTypeDef, + DataQualityJobInputTypeDef, + ModelBiasJobInputTypeDef, + ModelExplainabilityJobInputTypeDef, + ModelQualityJobInputTypeDef, + MonitoringInputTypeDef, + CreateProcessingJobRequestRequestTypeDef, + DescribeProcessingJobResponseTypeDef, + ProcessingJobTypeDef, + CreateFlowDefinitionRequestRequestTypeDef, + DescribeFlowDefinitionResponseTypeDef, + CreateLabelingJobRequestRequestTypeDef, + DescribeLabelingJobResponseTypeDef, + CreateTrainingJobRequestRequestTypeDef, + DescribeTrainingJobResponseTypeDef, + TrainingJobTypeDef, + CreateTransformJobRequestRequestTypeDef, + DescribeTransformJobResponseTypeDef, + TransformJobDefinitionTypeDef, + TransformJobTypeDef, + ListPipelineExecutionStepsResponseTypeDef, + CreateEndpointInputRequestTypeDef, + UpdateEndpointInputRequestTypeDef, + CreateInferenceRecommendationsJobRequestRequestTypeDef, + DescribeInferenceRecommendationsJobResponseTypeDef, + CreateEndpointConfigInputRequestTypeDef, + DescribeEndpointConfigOutputTypeDef, + DescribeEndpointOutputTypeDef, + CreateHyperParameterTuningJobRequestRequestTypeDef, + DescribeHyperParameterTuningJobResponseTypeDef, + HyperParameterTuningJobSearchEntityTypeDef, + ListInferenceRecommendationsJobStepsResponseTypeDef, + ListLabelingJobsResponseTypeDef, + BatchDescribeModelPackageOutputTypeDef, + CreateDataQualityJobDefinitionRequestRequestTypeDef, + DescribeDataQualityJobDefinitionResponseTypeDef, + CreateModelBiasJobDefinitionRequestRequestTypeDef, + DescribeModelBiasJobDefinitionResponseTypeDef, + CreateModelExplainabilityJobDefinitionRequestRequestTypeDef, + DescribeModelExplainabilityJobDefinitionResponseTypeDef, + CreateModelQualityJobDefinitionRequestRequestTypeDef, + DescribeModelQualityJobDefinitionResponseTypeDef, + MonitoringJobDefinitionTypeDef, + AlgorithmValidationProfileTypeDef, + ModelPackageValidationProfileTypeDef, + TrialComponentSourceDetailTypeDef, + MonitoringScheduleConfigTypeDef, + AlgorithmValidationSpecificationTypeDef, + ModelPackageValidationSpecificationTypeDef, + TrialComponentTypeDef, + CreateMonitoringScheduleRequestRequestTypeDef, + DescribeMonitoringScheduleResponseTypeDef, + ModelDashboardMonitoringScheduleTypeDef, + MonitoringScheduleTypeDef, + UpdateMonitoringScheduleRequestRequestTypeDef, + CreateAlgorithmInputRequestTypeDef, + DescribeAlgorithmOutputTypeDef, + CreateModelPackageInputRequestTypeDef, + DescribeModelPackageOutputTypeDef, + ModelPackageTypeDef, + ModelDashboardModelTypeDef, + EndpointTypeDef, + SearchRecordTypeDef, + SearchResponseTypeDef, +) + + +def get_structure() -> ActionSourceTypeDef: + return {...} +``` + +<a id="how-it-works"></a> + +## How it works + +Fully automated +[mypy-boto3-builder](https://github.com/youtype/mypy_boto3_builder) carefully +generates type annotations for each service, patiently waiting for `boto3` +updates. It delivers drop-in type annotations for you and makes sure that: + +- All available `boto3` services are covered. +- Each public class and method of every `boto3` service gets valid type + annotations extracted from `botocore` schemas. +- Type annotations include up-to-date documentation. +- Link to documentation is provided for every method. +- Code is processed by [black](https://github.com/psf/black) and + [isort](https://github.com/PyCQA/isort) for readability. + +<a id="what's-new"></a> + +## What's new + +<a id="implemented-features"></a> + +### Implemented features + +- Fully type annotated `boto3`, `botocore`, `aiobotocore` and `aioboto3` + libraries +- `mypy`, `pyright`, `VSCode`, `PyCharm`, `Sublime Text` and `Emacs` + compatibility +- `Client`, `ServiceResource`, `Resource`, `Waiter` `Paginator` type + annotations for each service +- Generated `TypeDefs` for each service +- Generated `Literals` for each service +- Auto discovery of types for `boto3.client` and `boto3.resource` calls +- Auto discovery of types for `session.client` and `session.resource` calls +- Auto discovery of types for `client.get_waiter` and `client.get_paginator` + calls +- Auto discovery of types for `ServiceResource` and `Resource` collections +- Auto discovery of types for `aiobotocore.Session.create_client` calls + +<a id="latest-changes"></a> + +### Latest changes + +Builder changelog can be found in +[Releases](https://github.com/youtype/mypy_boto3_builder/releases). + +<a id="versioning"></a> + +## Versioning + +`mypy-boto3-sagemaker` version is the same as related `boto3` version and +follows [PEP 440](https://www.python.org/dev/peps/pep-0440/) format. + +<a id="thank-you"></a> + +## Thank you + +- [Allie Fitter](https://github.com/alliefitter) for + [boto3-type-annotations](https://pypi.org/project/boto3-type-annotations/), + this package is based on top of his work +- [black](https://github.com/psf/black) developers for an awesome formatting + tool +- [Timothy Edmund Crosley](https://github.com/timothycrosley) for + [isort](https://github.com/PyCQA/isort) and how flexible it is +- [mypy](https://github.com/python/mypy) developers for doing all dirty work + for us +- [pyright](https://github.com/microsoft/pyright) team for the new era of typed + Python + +<a id="documentation"></a> + +## Documentation + +All services type annotations can be found in +[boto3 docs](https://youtype.github.io/boto3_stubs_docs/mypy_boto3_sagemaker/) + +<a id="support-and-contributing"></a> + +## Support and contributing + +This package is auto-generated. Please reports any bugs or request new features +in [mypy-boto3-builder](https://github.com/youtype/mypy_boto3_builder/issues/) +repository. + + +%prep +%autosetup -n mypy-boto3-sagemaker-1.26.106 + +%build +%py3_build + +%install +%py3_install +install -d -m755 %{buildroot}/%{_pkgdocdir} +if [ -d doc ]; then cp -arf doc %{buildroot}/%{_pkgdocdir}; fi +if [ -d docs ]; then cp -arf docs %{buildroot}/%{_pkgdocdir}; fi +if [ -d example ]; then cp -arf example %{buildroot}/%{_pkgdocdir}; fi +if [ -d examples ]; then cp -arf examples %{buildroot}/%{_pkgdocdir}; fi +pushd %{buildroot} +if [ -d usr/lib ]; then + find usr/lib -type f -printf "/%h/%f\n" >> filelist.lst +fi +if [ -d usr/lib64 ]; then + find usr/lib64 -type f -printf "/%h/%f\n" >> filelist.lst +fi +if [ -d usr/bin ]; then + find usr/bin -type f -printf "/%h/%f\n" >> filelist.lst +fi +if [ -d usr/sbin ]; then + find usr/sbin -type f -printf "/%h/%f\n" >> filelist.lst +fi +touch doclist.lst +if [ -d usr/share/man ]; then + find usr/share/man -type f -printf "/%h/%f.gz\n" >> doclist.lst +fi +popd +mv %{buildroot}/filelist.lst . +mv %{buildroot}/doclist.lst . + +%files -n python3-mypy-boto3-sagemaker -f filelist.lst +%dir %{python3_sitelib}/* + +%files help -f doclist.lst +%{_docdir}/* + +%changelog +* Tue Apr 11 2023 Python_Bot <Python_Bot@openeuler.org> - 1.26.106-1 +- Package Spec generated |