Type annotations for boto3.SageMaker 1.28.16 service generated with mypy-boto3-builder 7.17.1
Project description
mypy-boto3-sagemaker
Type annotations for boto3.SageMaker 1.28.16 service compatible with VSCode, PyCharm, Emacs, Sublime Text, mypy, pyright and other tools.
Generated by mypy-boto3-builder 7.17.1.
More information can be found on boto3-stubs page and in mypy-boto3-sagemaker docs.
See how it helps to find and fix potential bugs:
- mypy-boto3-sagemaker
How to install
VSCode extension
Add
AWS Boto3
extension to your VSCode and run AWS boto3: Quick Start
command.
Click Modify
and select boto3 common
and SageMaker
.
From PyPI with pip
Install boto3-stubs
for SageMaker
service.
# 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
How to uninstall
python -m pip uninstall -y mypy-boto3-sagemaker
Usage
VSCode
- Install Python extension
- Install Pylance extension
- Set
Pylance
as your Python Language Server - Install
boto3-stubs[sagemaker]
in your environment:
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.
PyCharm
Install boto3-stubs-lite[sagemaker]
in your environment:
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.
Emacs
- Install
boto3-stubs
with services you use in your environment:
python -m pip install 'boto3-stubs[sagemaker]'
- Install use-package, lsp, company and flycheck packages
- Install lsp-pyright package
(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.
Sublime Text
- Install
boto3-stubs[sagemaker]
with services you use in your environment:
python -m pip install 'boto3-stubs[sagemaker]'
- Install LSP-pyright package
Type checking should now work. No explicit type annotations required, write
your boto3
code as usual.
Other IDEs
Not tested, but as long as your IDE supports mypy
or pyright
, everything
should work.
mypy
- Install
mypy
:python -m pip install mypy
- Install
boto3-stubs[sagemaker]
in your environment:
python -m pip install 'boto3-stubs[sagemaker]'`
Type checking should now work. No explicit type annotations required, write
your boto3
code as usual.
pyright
- Install
pyright
:npm i -g pyright
- Install
boto3-stubs[sagemaker]
in your environment:
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.
Explicit type annotations
Client annotations
SageMakerClient
provides annotations for boto3.client("sagemaker")
.
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
Paginators annotations
mypy_boto3_sagemaker.paginator
module contains type annotations for all
paginators.
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,
ListResourceCatalogsPaginator,
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_resource_catalogs_paginator: ListResourceCatalogsPaginator = client.get_paginator(
"list_resource_catalogs"
)
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")
Waiters annotations
mypy_boto3_sagemaker.waiter
module contains type annotations for all waiters.
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"
)
Literals
mypy_boto3_sagemaker.literals
module contains literals extracted from shapes
that can be used in user code for type checking.
from mypy_boto3_sagemaker.literals import (
ActionStatusType,
AggregationTransformationValueType,
AlgorithmSortByType,
AlgorithmStatusType,
AppImageConfigSortKeyType,
AppInstanceTypeType,
AppNetworkAccessTypeType,
AppSecurityGroupManagementType,
AppSortKeyType,
AppStatusType,
AppTypeType,
ArtifactSourceIdTypeType,
AssemblyTypeType,
AssociationEdgeTypeType,
AsyncNotificationTopicTypesType,
AthenaResultCompressionTypeType,
AthenaResultFormatType,
AuthModeType,
AutoMLAlgorithmType,
AutoMLChannelTypeType,
AutoMLJobObjectiveTypeType,
AutoMLJobSecondaryStatusType,
AutoMLJobStatusType,
AutoMLMetricEnumType,
AutoMLMetricExtendedEnumType,
AutoMLModeType,
AutoMLProblemTypeConfigNameType,
AutoMLProcessingUnitType,
AutoMLS3DataTypeType,
AutoMLSortByType,
AutoMLSortOrderType,
AutotuneModeType,
AwsManagedHumanLoopRequestSourceType,
BatchStrategyType,
BooleanOperatorType,
CandidateSortByType,
CandidateStatusType,
CandidateStepTypeType,
CapacitySizeTypeType,
CaptureModeType,
CaptureStatusType,
ClarifyFeatureTypeType,
ClarifyTextGranularityType,
ClarifyTextLanguageType,
CodeRepositorySortByType,
CodeRepositorySortOrderType,
CompilationJobStatusType,
CompleteOnConvergenceType,
CompressionTypeType,
ConditionOutcomeType,
ContainerModeType,
ContentClassifierType,
CrossAccountFilterOptionType,
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,
FillingTypeType,
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,
ListResourceCatalogsPaginatorName,
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,
ModelCompressionTypeType,
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,
OutputCompressionTypeType,
ParameterTypeType,
PipelineExecutionStatusType,
PipelineStatusType,
ProblemTypeType,
ProcessingInstanceTypeType,
ProcessingJobCompletedOrStoppedWaiterName,
ProcessingJobStatusType,
ProcessingS3CompressionTypeType,
ProcessingS3DataDistributionTypeType,
ProcessingS3DataTypeType,
ProcessingS3InputModeType,
ProcessingS3UploadModeType,
ProcessorType,
ProductionVariantAcceleratorTypeType,
ProductionVariantInstanceTypeType,
ProfilingStatusType,
ProjectSortByType,
ProjectSortOrderType,
ProjectStatusType,
RStudioServerProAccessStatusType,
RStudioServerProUserGroupType,
RecommendationJobStatusType,
RecommendationJobSupportedEndpointTypeType,
RecommendationJobTypeType,
RecommendationStatusType,
RecommendationStepTypeType,
RecordWrapperType,
RedshiftResultCompressionTypeType,
RedshiftResultFormatType,
RepositoryAccessModeType,
ResourceCatalogSortByType,
ResourceCatalogSortOrderType,
ResourceTypeType,
RetentionTypeType,
RootAccessType,
RuleEvaluationStatusType,
S3DataDistributionType,
S3DataTypeType,
S3ModelDataTypeType,
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,
TtlDurationUnitType,
UserProfileSortKeyType,
UserProfileStatusType,
VariantPropertyTypeType,
VariantStatusType,
VendorGuidanceType,
WarmPoolResourceStatusType,
WorkforceStatusType,
SageMakerServiceName,
ServiceName,
ResourceServiceName,
PaginatorName,
WaiterName,
RegionName,
)
def check_value(value: ActionStatusType) -> bool:
...
Type definitions
mypy_boto3_sagemaker.type_defs
module contains structures and shapes
assembled to typed dictionaries and unions for additional type checking.
from mypy_boto3_sagemaker.type_defs import (
ActionSourceTypeDef,
AddAssociationRequestRequestTypeDef,
ResponseMetadataTypeDef,
TagTypeDef,
AgentVersionTypeDef,
AlarmTypeDef,
MetricDefinitionTypeDef,
AlgorithmStatusItemTypeDef,
AlgorithmSummaryTypeDef,
AnnotationConsolidationConfigTypeDef,
AppDetailsTypeDef,
AppSpecificationOutputTypeDef,
AppSpecificationTypeDef,
ArtifactSourceTypeTypeDef,
AssociateTrialComponentRequestRequestTypeDef,
AsyncInferenceClientConfigTypeDef,
AsyncInferenceNotificationConfigOutputTypeDef,
AsyncInferenceNotificationConfigTypeDef,
AthenaDatasetDefinitionTypeDef,
AutoMLAlgorithmConfigOutputTypeDef,
AutoMLAlgorithmConfigTypeDef,
AutoMLCandidateStepTypeDef,
AutoMLContainerDefinitionTypeDef,
FinalAutoMLJobObjectiveMetricTypeDef,
AutoMLS3DataSourceTypeDef,
AutoMLDataSplitConfigTypeDef,
AutoMLJobArtifactsTypeDef,
AutoMLJobCompletionCriteriaTypeDef,
AutoMLJobObjectiveTypeDef,
AutoMLJobStepMetadataTypeDef,
AutoMLPartialFailureReasonTypeDef,
AutoMLOutputDataConfigTypeDef,
TabularResolvedAttributesTypeDef,
VpcConfigOutputTypeDef,
VpcConfigTypeDef,
AutoParameterTypeDef,
AutotuneTypeDef,
BatchDataCaptureConfigTypeDef,
BatchDescribeModelPackageErrorTypeDef,
BatchDescribeModelPackageInputRequestTypeDef,
BestObjectiveNotImprovingTypeDef,
MetricsSourceTypeDef,
CacheHitResultTypeDef,
OutputParameterTypeDef,
CandidateArtifactLocationsTypeDef,
MetricDatumTypeDef,
ModelRegisterSettingsTypeDef,
TimeSeriesForecastingSettingsTypeDef,
WorkspaceSettingsTypeDef,
CapacitySizeTypeDef,
CaptureContentTypeHeaderOutputTypeDef,
CaptureContentTypeHeaderTypeDef,
CaptureOptionTypeDef,
CategoricalParameterOutputTypeDef,
CategoricalParameterRangeOutputTypeDef,
CategoricalParameterRangeSpecificationOutputTypeDef,
CategoricalParameterRangeSpecificationTypeDef,
CategoricalParameterRangeTypeDef,
CategoricalParameterTypeDef,
ShuffleConfigTypeDef,
ChannelSpecificationOutputTypeDef,
ChannelSpecificationTypeDef,
CheckpointConfigTypeDef,
ClarifyCheckStepMetadataTypeDef,
ClarifyInferenceConfigOutputTypeDef,
ClarifyInferenceConfigTypeDef,
ClarifyShapBaselineConfigTypeDef,
ClarifyTextConfigTypeDef,
GitConfigTypeDef,
CodeRepositoryTypeDef,
CognitoConfigTypeDef,
CognitoMemberDefinitionTypeDef,
CollectionConfigurationOutputTypeDef,
CollectionConfigurationTypeDef,
CompilationJobSummaryTypeDef,
ConditionStepMetadataTypeDef,
MultiModelConfigTypeDef,
ContextSourceTypeDef,
ContinuousParameterRangeSpecificationTypeDef,
ContinuousParameterRangeTypeDef,
ConvergenceDetectedTypeDef,
MetadataPropertiesTypeDef,
ResourceSpecTypeDef,
ModelDeployConfigTypeDef,
InputConfigTypeDef,
NeoVpcConfigTypeDef,
StoppingConditionTypeDef,
DataQualityAppSpecificationTypeDef,
MonitoringStoppingConditionTypeDef,
EdgeOutputConfigTypeDef,
EdgeDeploymentModelConfigTypeDef,
FeatureDefinitionTypeDef,
FlowDefinitionOutputConfigTypeDef,
HumanLoopRequestSourceTypeDef,
HubS3StorageConfigTypeDef,
UiTemplateTypeDef,
CreateImageVersionRequestRequestTypeDef,
LabelingJobOutputConfigTypeDef,
LabelingJobStoppingConditionsTypeDef,
ModelBiasAppSpecificationTypeDef,
ModelCardExportOutputConfigTypeDef,
ModelCardSecurityConfigTypeDef,
ModelExplainabilityAppSpecificationTypeDef,
InferenceExecutionConfigTypeDef,
ModelQualityAppSpecificationTypeDef,
InstanceMetadataServiceConfigurationTypeDef,
NotebookInstanceLifecycleHookTypeDef,
ParallelismConfigurationTypeDef,
PipelineDefinitionS3LocationTypeDef,
CreatePresignedDomainUrlRequestRequestTypeDef,
CreatePresignedNotebookInstanceUrlInputRequestTypeDef,
ExperimentConfigTypeDef,
ProcessingStoppingConditionTypeDef,
OutputDataConfigTypeDef,
ProfilerConfigTypeDef,
RetryStrategyTypeDef,
TensorBoardOutputConfigTypeDef,
DataProcessingTypeDef,
ModelClientConfigTypeDef,
TransformOutputTypeDef,
TransformResourcesTypeDef,
TimestampTypeDef,
TrialComponentArtifactTypeDef,
TrialComponentParameterValueTypeDef,
TrialComponentStatusTypeDef,
OidcConfigTypeDef,
SourceIpConfigTypeDef,
WorkforceVpcConfigRequestTypeDef,
NotificationConfigurationTypeDef,
CustomImageTypeDef,
DataCaptureConfigSummaryTypeDef,
DataCatalogConfigTypeDef,
DataQualityAppSpecificationOutputTypeDef,
MonitoringConstraintsResourceTypeDef,
MonitoringStatisticsResourceTypeDef,
EndpointInputTypeDef,
FileSystemDataSourceTypeDef,
S3DataSourceOutputTypeDef,
S3DataSourceTypeDef,
RedshiftDatasetDefinitionTypeDef,
DebugRuleConfigurationOutputTypeDef,
DebugRuleConfigurationTypeDef,
DebugRuleEvaluationStatusTypeDef,
DeleteActionRequestRequestTypeDef,
DeleteAlgorithmInputRequestTypeDef,
DeleteAppImageConfigRequestRequestTypeDef,
DeleteAppRequestRequestTypeDef,
DeleteAssociationRequestRequestTypeDef,
DeleteCodeRepositoryInputRequestTypeDef,
DeleteContextRequestRequestTypeDef,
DeleteDataQualityJobDefinitionRequestRequestTypeDef,
DeleteDeviceFleetRequestRequestTypeDef,
RetentionPolicyTypeDef,
DeleteEdgeDeploymentPlanRequestRequestTypeDef,
DeleteEdgeDeploymentStageRequestRequestTypeDef,
DeleteEndpointConfigInputRequestTypeDef,
DeleteEndpointInputRequestTypeDef,
DeleteExperimentRequestRequestTypeDef,
DeleteFeatureGroupRequestRequestTypeDef,
DeleteFlowDefinitionRequestRequestTypeDef,
DeleteHubContentRequestRequestTypeDef,
DeleteHubRequestRequestTypeDef,
DeleteHumanTaskUiRequestRequestTypeDef,
DeleteImageRequestRequestTypeDef,
DeleteImageVersionRequestRequestTypeDef,
DeleteInferenceExperimentRequestRequestTypeDef,
DeleteModelBiasJobDefinitionRequestRequestTypeDef,
DeleteModelCardRequestRequestTypeDef,
DeleteModelExplainabilityJobDefinitionRequestRequestTypeDef,
DeleteModelInputRequestTypeDef,
DeleteModelPackageGroupInputRequestTypeDef,
DeleteModelPackageGroupPolicyInputRequestTypeDef,
DeleteModelPackageInputRequestTypeDef,
DeleteModelQualityJobDefinitionRequestRequestTypeDef,
DeleteMonitoringScheduleRequestRequestTypeDef,
DeleteNotebookInstanceInputRequestTypeDef,
DeleteNotebookInstanceLifecycleConfigInputRequestTypeDef,
DeletePipelineRequestRequestTypeDef,
DeleteProjectInputRequestTypeDef,
DeleteSpaceRequestRequestTypeDef,
DeleteStudioLifecycleConfigRequestRequestTypeDef,
DeleteTagsInputRequestTypeDef,
DeleteTrialComponentRequestRequestTypeDef,
DeleteTrialRequestRequestTypeDef,
DeleteUserProfileRequestRequestTypeDef,
DeleteWorkforceRequestRequestTypeDef,
DeleteWorkteamRequestRequestTypeDef,
DeployedImageTypeDef,
RealTimeInferenceRecommendationTypeDef,
DeviceSelectionConfigOutputTypeDef,
EdgeDeploymentConfigTypeDef,
EdgeDeploymentStatusTypeDef,
DeviceSelectionConfigTypeDef,
DeregisterDevicesRequestRequestTypeDef,
DescribeActionRequestRequestTypeDef,
DescribeAlgorithmInputRequestTypeDef,
DescribeAppImageConfigRequestRequestTypeDef,
DescribeAppRequestRequestTypeDef,
DescribeArtifactRequestRequestTypeDef,
DescribeAutoMLJobRequestRequestTypeDef,
ModelDeployResultTypeDef,
DescribeAutoMLJobV2RequestRequestTypeDef,
DescribeCodeRepositoryInputRequestTypeDef,
DescribeCompilationJobRequestRequestTypeDef,
ModelArtifactsTypeDef,
ModelDigestsTypeDef,
NeoVpcConfigOutputTypeDef,
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,
DescribeImageVersionRequestRequestTypeDef,
DescribeInferenceExperimentRequestRequestTypeDef,
EndpointMetadataTypeDef,
InferenceExperimentScheduleOutputTypeDef,
DescribeInferenceRecommendationsJobRequestRequestTypeDef,
DescribeLabelingJobRequestRequestTypeDef,
LabelCountersTypeDef,
LabelingJobOutputTypeDef,
DescribeLineageGroupRequestRequestTypeDef,
DescribeModelBiasJobDefinitionRequestRequestTypeDef,
ModelBiasAppSpecificationOutputTypeDef,
DescribeModelCardExportJobRequestRequestTypeDef,
ModelCardExportArtifactsTypeDef,
DescribeModelCardRequestRequestTypeDef,
DescribeModelExplainabilityJobDefinitionRequestRequestTypeDef,
ModelExplainabilityAppSpecificationOutputTypeDef,
DescribeModelInputRequestTypeDef,
DescribeModelPackageGroupInputRequestTypeDef,
DescribeModelPackageInputRequestTypeDef,
DescribeModelQualityJobDefinitionRequestRequestTypeDef,
ModelQualityAppSpecificationOutputTypeDef,
DescribeMonitoringScheduleRequestRequestTypeDef,
MonitoringExecutionSummaryTypeDef,
DescribeNotebookInstanceInputRequestTypeDef,
DescribeNotebookInstanceLifecycleConfigInputRequestTypeDef,
DescribePipelineDefinitionForExecutionRequestRequestTypeDef,
DescribePipelineExecutionRequestRequestTypeDef,
PipelineExperimentConfigTypeDef,
DescribePipelineRequestRequestTypeDef,
DescribeProcessingJobRequestRequestTypeDef,
DescribeProjectInputRequestTypeDef,
ServiceCatalogProvisionedProductDetailsTypeDef,
DescribeSpaceRequestRequestTypeDef,
DescribeStudioLifecycleConfigRequestRequestTypeDef,
DescribeSubscribedWorkteamRequestRequestTypeDef,
SubscribedWorkteamTypeDef,
DescribeTrainingJobRequestRequestTypeDef,
MetricDataTypeDef,
ProfilerConfigOutputTypeDef,
ProfilerRuleConfigurationOutputTypeDef,
ProfilerRuleEvaluationStatusTypeDef,
SecondaryStatusTransitionTypeDef,
WarmPoolStatusTypeDef,
DescribeTransformJobRequestRequestTypeDef,
DescribeTrialComponentRequestRequestTypeDef,
TrialComponentMetricSummaryTypeDef,
TrialComponentSourceTypeDef,
DescribeTrialRequestRequestTypeDef,
TrialSourceTypeDef,
DescribeUserProfileRequestRequestTypeDef,
DescribeWorkforceRequestRequestTypeDef,
DescribeWorkteamRequestRequestTypeDef,
ProductionVariantServerlessUpdateConfigTypeDef,
DeviceDeploymentSummaryTypeDef,
DeviceFleetSummaryTypeDef,
DeviceStatsTypeDef,
EdgeModelSummaryTypeDef,
DeviceTypeDef,
DisassociateTrialComponentRequestRequestTypeDef,
DomainDetailsTypeDef,
FileSourceTypeDef,
EMRStepMetadataTypeDef,
EdgeDeploymentPlanSummaryTypeDef,
EdgeModelStatTypeDef,
EdgePackagingJobSummaryTypeDef,
EdgeTypeDef,
EndpointConfigSummaryTypeDef,
EndpointInfoTypeDef,
ProductionVariantServerlessConfigTypeDef,
InferenceMetricsTypeDef,
EndpointSummaryTypeDef,
EnvironmentParameterTypeDef,
FailStepMetadataTypeDef,
FileSystemConfigTypeDef,
FilterTypeDef,
FinalHyperParameterTuningJobObjectiveMetricTypeDef,
FlowDefinitionSummaryTypeDef,
GetDeviceFleetReportRequestRequestTypeDef,
GetLineageGroupPolicyRequestRequestTypeDef,
GetModelPackageGroupPolicyInputRequestTypeDef,
PropertyNameSuggestionTypeDef,
GitConfigForUpdateTypeDef,
HubContentInfoTypeDef,
HubInfoTypeDef,
HumanLoopActivationConditionsConfigTypeDef,
UiConfigTypeDef,
HumanTaskUiSummaryTypeDef,
HyperParameterTuningJobObjectiveTypeDef,
HyperParameterTuningInstanceConfigTypeDef,
ResourceLimitsTypeDef,
HyperbandStrategyConfigTypeDef,
ParentHyperParameterTuningJobTypeDef,
IamIdentityTypeDef,
RepositoryAuthConfigTypeDef,
ImageTypeDef,
ImageVersionTypeDef,
RecommendationMetricsTypeDef,
InferenceRecommendationsJobTypeDef,
InstanceGroupTypeDef,
IntegerParameterRangeSpecificationTypeDef,
IntegerParameterRangeTypeDef,
KernelSpecTypeDef,
LabelCountersForWorkteamTypeDef,
LabelingJobDataAttributesOutputTypeDef,
LabelingJobDataAttributesTypeDef,
LabelingJobS3DataSourceTypeDef,
LabelingJobSnsDataSourceTypeDef,
LineageGroupSummaryTypeDef,
PaginatorConfigTypeDef,
ListAliasesRequestRequestTypeDef,
ListAppsRequestRequestTypeDef,
ListCandidatesForAutoMLJobRequestRequestTypeDef,
MonitoringJobDefinitionSummaryTypeDef,
ListDomainsRequestRequestTypeDef,
ListInferenceRecommendationsJobStepsRequestRequestTypeDef,
ModelCardExportJobSummaryTypeDef,
ModelCardVersionSummaryTypeDef,
ModelCardSummaryTypeDef,
ModelMetadataSummaryTypeDef,
ModelPackageGroupSummaryTypeDef,
ModelPackageSummaryTypeDef,
ModelSummaryTypeDef,
MonitoringAlertHistorySummaryTypeDef,
ListMonitoringAlertsRequestRequestTypeDef,
MonitoringScheduleSummaryTypeDef,
NotebookInstanceLifecycleConfigSummaryTypeDef,
NotebookInstanceSummaryTypeDef,
ListPipelineExecutionStepsRequestRequestTypeDef,
PipelineExecutionSummaryTypeDef,
ListPipelineParametersForExecutionRequestRequestTypeDef,
ParameterTypeDef,
PipelineSummaryTypeDef,
ProcessingJobSummaryTypeDef,
ProjectSummaryTypeDef,
ResourceCatalogTypeDef,
ListSpacesRequestRequestTypeDef,
SpaceDetailsTypeDef,
ListStageDevicesRequestRequestTypeDef,
StudioLifecycleConfigDetailsTypeDef,
ListSubscribedWorkteamsRequestRequestTypeDef,
ListTagsInputRequestTypeDef,
ListTrainingJobsForHyperParameterTuningJobRequestRequestTypeDef,
TransformJobSummaryTypeDef,
ListUserProfilesRequestRequestTypeDef,
UserProfileDetailsTypeDef,
ListWorkforcesRequestRequestTypeDef,
ListWorkteamsRequestRequestTypeDef,
OidcMemberDefinitionOutputTypeDef,
OidcMemberDefinitionTypeDef,
MonitoringGroundTruthS3InputTypeDef,
ModelDashboardEndpointTypeDef,
ModelDashboardIndicatorActionTypeDef,
S3ModelDataSourceTypeDef,
RealTimeInferenceConfigTypeDef,
ModelInputTypeDef,
ModelLatencyThresholdTypeDef,
ModelMetadataFilterTypeDef,
ModelPackageStatusItemTypeDef,
ModelStepMetadataTypeDef,
MonitoringAppSpecificationOutputTypeDef,
MonitoringAppSpecificationTypeDef,
MonitoringClusterConfigTypeDef,
MonitoringCsvDatasetFormatTypeDef,
MonitoringJsonDatasetFormatTypeDef,
MonitoringS3OutputTypeDef,
ScheduleConfigTypeDef,
S3StorageConfigTypeDef,
OidcConfigForResponseTypeDef,
OnlineStoreSecurityConfigTypeDef,
TtlDurationTypeDef,
TargetPlatformTypeDef,
ParentTypeDef,
ProductionVariantStatusTypeDef,
PhaseTypeDef,
ProcessingJobStepMetadataTypeDef,
QualityCheckStepMetadataTypeDef,
RegisterModelStepMetadataTypeDef,
TrainingJobStepMetadataTypeDef,
TransformJobStepMetadataTypeDef,
TuningJobStepMetaDataTypeDef,
SelectiveExecutionResultTypeDef,
ProcessingClusterConfigTypeDef,
ProcessingFeatureStoreOutputTypeDef,
ProcessingS3InputTypeDef,
ProcessingS3OutputTypeDef,
ProductionVariantCoreDumpConfigTypeDef,
ProfilerConfigForUpdateTypeDef,
ProfilerRuleConfigurationTypeDef,
PropertyNameQueryTypeDef,
ProvisioningParameterTypeDef,
USDTypeDef,
PutModelPackageGroupPolicyInputRequestTypeDef,
VertexTypeDef,
RStudioServerProAppSettingsTypeDef,
RecommendationJobCompiledOutputConfigTypeDef,
RecommendationJobPayloadConfigOutputTypeDef,
RecommendationJobPayloadConfigTypeDef,
RecommendationJobResourceLimitTypeDef,
RecommendationJobVpcConfigOutputTypeDef,
RecommendationJobVpcConfigTypeDef,
RenderableTaskTypeDef,
RenderingErrorTypeDef,
ResourceConfigForUpdateTypeDef,
SearchRequestRequestTypeDef,
SelectedStepTypeDef,
SendPipelineExecutionStepFailureRequestRequestTypeDef,
ShadowModelVariantConfigTypeDef,
SharingSettingsTypeDef,
SourceAlgorithmTypeDef,
SourceIpConfigOutputTypeDef,
StartEdgeDeploymentStageRequestRequestTypeDef,
StartInferenceExperimentRequestRequestTypeDef,
StartMonitoringScheduleRequestRequestTypeDef,
StartNotebookInstanceInputRequestTypeDef,
StopAutoMLJobRequestRequestTypeDef,
StopCompilationJobRequestRequestTypeDef,
StopEdgeDeploymentStageRequestRequestTypeDef,
StopEdgePackagingJobRequestRequestTypeDef,
StopHyperParameterTuningJobRequestRequestTypeDef,
StopInferenceRecommendationsJobRequestRequestTypeDef,
StopLabelingJobRequestRequestTypeDef,
StopMonitoringScheduleRequestRequestTypeDef,
StopNotebookInstanceInputRequestTypeDef,
StopPipelineExecutionRequestRequestTypeDef,
StopProcessingJobRequestRequestTypeDef,
StopTrainingJobRequestRequestTypeDef,
StopTransformJobRequestRequestTypeDef,
TimeSeriesConfigOutputTypeDef,
TimeSeriesConfigTypeDef,
TimeSeriesTransformationsOutputTypeDef,
TimeSeriesTransformationsTypeDef,
TrainingRepositoryAuthConfigTypeDef,
TransformS3DataSourceTypeDef,
UpdateActionRequestRequestTypeDef,
UpdateArtifactRequestRequestTypeDef,
UpdateContextRequestRequestTypeDef,
VariantPropertyTypeDef,
UpdateExperimentRequestRequestTypeDef,
UpdateHubRequestRequestTypeDef,
UpdateImageRequestRequestTypeDef,
UpdateImageVersionRequestRequestTypeDef,
UpdateModelCardRequestRequestTypeDef,
UpdateMonitoringAlertRequestRequestTypeDef,
UpdateTrialRequestRequestTypeDef,
WorkforceVpcConfigResponseTypeDef,
ActionSummaryTypeDef,
AddAssociationResponseTypeDef,
AssociateTrialComponentResponseTypeDef,
CreateActionResponseTypeDef,
CreateAlgorithmOutputTypeDef,
CreateAppImageConfigResponseTypeDef,
CreateAppResponseTypeDef,
CreateArtifactResponseTypeDef,
CreateAutoMLJobResponseTypeDef,
CreateAutoMLJobV2ResponseTypeDef,
CreateCodeRepositoryOutputTypeDef,
CreateCompilationJobResponseTypeDef,
CreateContextResponseTypeDef,
CreateDataQualityJobDefinitionResponseTypeDef,
CreateDomainResponseTypeDef,
CreateEdgeDeploymentPlanResponseTypeDef,
CreateEndpointConfigOutputTypeDef,
CreateEndpointOutputTypeDef,
CreateExperimentResponseTypeDef,
CreateFeatureGroupResponseTypeDef,
CreateFlowDefinitionResponseTypeDef,
CreateHubResponseTypeDef,
CreateHumanTaskUiResponseTypeDef,
CreateHyperParameterTuningJobResponseTypeDef,
CreateImageResponseTypeDef,
CreateImageVersionResponseTypeDef,
CreateInferenceExperimentResponseTypeDef,
CreateInferenceRecommendationsJobResponseTypeDef,
CreateLabelingJobResponseTypeDef,
CreateModelBiasJobDefinitionResponseTypeDef,
CreateModelCardExportJobResponseTypeDef,
CreateModelCardResponseTypeDef,
CreateModelExplainabilityJobDefinitionResponseTypeDef,
CreateModelOutputTypeDef,
CreateModelPackageGroupOutputTypeDef,
CreateModelPackageOutputTypeDef,
CreateModelQualityJobDefinitionResponseTypeDef,
CreateMonitoringScheduleResponseTypeDef,
CreateNotebookInstanceLifecycleConfigOutputTypeDef,
CreateNotebookInstanceOutputTypeDef,
CreatePipelineResponseTypeDef,
CreatePresignedDomainUrlResponseTypeDef,
CreatePresignedNotebookInstanceUrlOutputTypeDef,
CreateProcessingJobResponseTypeDef,
CreateProjectOutputTypeDef,
CreateSpaceResponseTypeDef,
CreateStudioLifecycleConfigResponseTypeDef,
CreateTrainingJobResponseTypeDef,
CreateTransformJobResponseTypeDef,
CreateTrialComponentResponseTypeDef,
CreateTrialResponseTypeDef,
CreateUserProfileResponseTypeDef,
CreateWorkforceResponseTypeDef,
CreateWorkteamResponseTypeDef,
DeleteActionResponseTypeDef,
DeleteArtifactResponseTypeDef,
DeleteAssociationResponseTypeDef,
DeleteContextResponseTypeDef,
DeleteExperimentResponseTypeDef,
DeleteInferenceExperimentResponseTypeDef,
DeletePipelineResponseTypeDef,
DeleteTrialComponentResponseTypeDef,
DeleteTrialResponseTypeDef,
DeleteWorkteamResponseTypeDef,
DescribeImageResponseTypeDef,
DescribeImageVersionResponseTypeDef,
DescribePipelineDefinitionForExecutionResponseTypeDef,
DescribeStudioLifecycleConfigResponseTypeDef,
DisassociateTrialComponentResponseTypeDef,
EmptyResponseMetadataTypeDef,
GetLineageGroupPolicyResponseTypeDef,
GetModelPackageGroupPolicyOutputTypeDef,
GetSagemakerServicecatalogPortfolioStatusOutputTypeDef,
ImportHubContentResponseTypeDef,
ListAliasesResponseTypeDef,
PutModelPackageGroupPolicyOutputTypeDef,
RetryPipelineExecutionResponseTypeDef,
SendPipelineExecutionStepFailureResponseTypeDef,
SendPipelineExecutionStepSuccessResponseTypeDef,
StartInferenceExperimentResponseTypeDef,
StartPipelineExecutionResponseTypeDef,
StopInferenceExperimentResponseTypeDef,
StopPipelineExecutionResponseTypeDef,
UpdateActionResponseTypeDef,
UpdateAppImageConfigResponseTypeDef,
UpdateArtifactResponseTypeDef,
UpdateCodeRepositoryOutputTypeDef,
UpdateContextResponseTypeDef,
UpdateDomainResponseTypeDef,
UpdateEndpointOutputTypeDef,
UpdateEndpointWeightsAndCapacitiesOutputTypeDef,
UpdateExperimentResponseTypeDef,
UpdateFeatureGroupResponseTypeDef,
UpdateHubResponseTypeDef,
UpdateImageResponseTypeDef,
UpdateImageVersionResponseTypeDef,
UpdateInferenceExperimentResponseTypeDef,
UpdateModelCardResponseTypeDef,
UpdateModelPackageOutputTypeDef,
UpdateMonitoringAlertResponseTypeDef,
UpdateMonitoringScheduleResponseTypeDef,
UpdatePipelineExecutionResponseTypeDef,
UpdatePipelineResponseTypeDef,
UpdateProjectOutputTypeDef,
UpdateSpaceResponseTypeDef,
UpdateTrainingJobResponseTypeDef,
UpdateTrialComponentResponseTypeDef,
UpdateTrialResponseTypeDef,
UpdateUserProfileResponseTypeDef,
AddTagsInputRequestTypeDef,
AddTagsOutputTypeDef,
CreateExperimentRequestRequestTypeDef,
CreateImageRequestRequestTypeDef,
CreateModelPackageGroupInputRequestTypeDef,
CreateStudioLifecycleConfigRequestRequestTypeDef,
ImportHubContentRequestRequestTypeDef,
ListTagsOutputTypeDef,
AutoRollbackConfigOutputTypeDef,
AutoRollbackConfigTypeDef,
HyperParameterAlgorithmSpecificationOutputTypeDef,
HyperParameterAlgorithmSpecificationTypeDef,
AlgorithmStatusDetailsTypeDef,
ListAlgorithmsOutputTypeDef,
ListAppsResponseTypeDef,
AppSpecificationUnionTypeDef,
ArtifactSourceOutputTypeDef,
ArtifactSourceTypeDef,
AsyncInferenceOutputConfigOutputTypeDef,
AsyncInferenceOutputConfigTypeDef,
AutoMLCandidateGenerationConfigOutputTypeDef,
CandidateGenerationConfigOutputTypeDef,
AutoMLCandidateGenerationConfigTypeDef,
CandidateGenerationConfigTypeDef,
AutoMLDataSourceTypeDef,
ImageClassificationJobConfigTypeDef,
TextClassificationJobConfigTypeDef,
ResolvedAttributesTypeDef,
AutoMLJobSummaryTypeDef,
AutoMLProblemTypeResolvedAttributesTypeDef,
AutoMLSecurityConfigOutputTypeDef,
LabelingJobResourceConfigOutputTypeDef,
MonitoringNetworkConfigOutputTypeDef,
NetworkConfigOutputTypeDef,
AutoMLSecurityConfigTypeDef,
LabelingJobResourceConfigTypeDef,
MonitoringNetworkConfigTypeDef,
NetworkConfigTypeDef,
VpcConfigUnionTypeDef,
BiasTypeDef,
DriftCheckModelDataQualityTypeDef,
DriftCheckModelQualityTypeDef,
ExplainabilityTypeDef,
ModelDataQualityTypeDef,
ModelQualityTypeDef,
CallbackStepMetadataTypeDef,
LambdaStepMetadataTypeDef,
SendPipelineExecutionStepSuccessRequestRequestTypeDef,
CandidatePropertiesTypeDef,
CanvasAppSettingsTypeDef,
RollingUpdatePolicyTypeDef,
TrafficRoutingConfigTypeDef,
InferenceExperimentDataStorageConfigOutputTypeDef,
InferenceExperimentDataStorageConfigTypeDef,
DataCaptureConfigOutputTypeDef,
DataCaptureConfigTypeDef,
EnvironmentParameterRangesOutputTypeDef,
EnvironmentParameterRangesTypeDef,
ClarifyShapConfigTypeDef,
CodeRepositorySummaryTypeDef,
CreateCodeRepositoryInputRequestTypeDef,
DescribeCodeRepositoryOutputTypeDef,
DebugHookConfigOutputTypeDef,
DebugHookConfigTypeDef,
ListCompilationJobsResponseTypeDef,
ContextSummaryTypeDef,
CreateContextRequestRequestTypeDef,
TuningJobCompletionCriteriaTypeDef,
CreateActionRequestRequestTypeDef,
CreateTrialRequestRequestTypeDef,
CreateAppRequestRequestTypeDef,
DescribeAppResponseTypeDef,
JupyterServerAppSettingsOutputTypeDef,
JupyterServerAppSettingsTypeDef,
RStudioServerProDomainSettingsForUpdateTypeDef,
RStudioServerProDomainSettingsTypeDef,
TensorBoardAppSettingsTypeDef,
CreateDeviceFleetRequestRequestTypeDef,
CreateEdgePackagingJobRequestRequestTypeDef,
DescribeDeviceFleetResponseTypeDef,
UpdateDeviceFleetRequestRequestTypeDef,
CreateHubRequestRequestTypeDef,
DescribeHubResponseTypeDef,
CreateHumanTaskUiRequestRequestTypeDef,
CreateModelCardExportJobRequestRequestTypeDef,
CreateModelCardRequestRequestTypeDef,
CreateNotebookInstanceInputRequestTypeDef,
DescribeNotebookInstanceOutputTypeDef,
UpdateNotebookInstanceInputRequestTypeDef,
CreateNotebookInstanceLifecycleConfigInputRequestTypeDef,
DescribeNotebookInstanceLifecycleConfigOutputTypeDef,
UpdateNotebookInstanceLifecycleConfigInputRequestTypeDef,
RetryPipelineExecutionRequestRequestTypeDef,
UpdatePipelineExecutionRequestRequestTypeDef,
CreatePipelineRequestRequestTypeDef,
UpdatePipelineRequestRequestTypeDef,
InferenceExperimentScheduleTypeDef,
ListActionsRequestRequestTypeDef,
ListAlgorithmsInputRequestTypeDef,
ListAppImageConfigsRequestRequestTypeDef,
ListArtifactsRequestRequestTypeDef,
ListAssociationsRequestRequestTypeDef,
ListAutoMLJobsRequestRequestTypeDef,
ListCodeRepositoriesInputRequestTypeDef,
ListCompilationJobsRequestRequestTypeDef,
ListContextsRequestRequestTypeDef,
ListDataQualityJobDefinitionsRequestRequestTypeDef,
ListDeviceFleetsRequestRequestTypeDef,
ListDevicesRequestRequestTypeDef,
ListEdgeDeploymentPlansRequestRequestTypeDef,
ListEdgePackagingJobsRequestRequestTypeDef,
ListEndpointConfigsInputRequestTypeDef,
ListEndpointsInputRequestTypeDef,
ListExperimentsRequestRequestTypeDef,
ListFeatureGroupsRequestRequestTypeDef,
ListFlowDefinitionsRequestRequestTypeDef,
ListHubContentVersionsRequestRequestTypeDef,
ListHubContentsRequestRequestTypeDef,
ListHubsRequestRequestTypeDef,
ListHumanTaskUisRequestRequestTypeDef,
ListHyperParameterTuningJobsRequestRequestTypeDef,
ListImageVersionsRequestRequestTypeDef,
ListImagesRequestRequestTypeDef,
ListInferenceExperimentsRequestRequestTypeDef,
ListInferenceRecommendationsJobsRequestRequestTypeDef,
ListLabelingJobsForWorkteamRequestRequestTypeDef,
ListLabelingJobsRequestRequestTypeDef,
ListLineageGroupsRequestRequestTypeDef,
ListModelBiasJobDefinitionsRequestRequestTypeDef,
ListModelCardExportJobsRequestRequestTypeDef,
ListModelCardVersionsRequestRequestTypeDef,
ListModelCardsRequestRequestTypeDef,
ListModelExplainabilityJobDefinitionsRequestRequestTypeDef,
ListModelPackageGroupsInputRequestTypeDef,
ListModelPackagesInputRequestTypeDef,
ListModelQualityJobDefinitionsRequestRequestTypeDef,
ListModelsInputRequestTypeDef,
ListMonitoringAlertHistoryRequestRequestTypeDef,
ListMonitoringExecutionsRequestRequestTypeDef,
ListMonitoringSchedulesRequestRequestTypeDef,
ListNotebookInstanceLifecycleConfigsInputRequestTypeDef,
ListNotebookInstancesInputRequestTypeDef,
ListPipelineExecutionsRequestRequestTypeDef,
ListPipelinesRequestRequestTypeDef,
ListProcessingJobsRequestRequestTypeDef,
ListProjectsInputRequestTypeDef,
ListResourceCatalogsRequestRequestTypeDef,
ListStudioLifecycleConfigsRequestRequestTypeDef,
ListTrainingJobsRequestRequestTypeDef,
ListTransformJobsRequestRequestTypeDef,
ListTrialComponentsRequestRequestTypeDef,
ListTrialsRequestRequestTypeDef,
QueryFiltersTypeDef,
CreateTrialComponentRequestRequestTypeDef,
UpdateTrialComponentRequestRequestTypeDef,
CreateWorkforceRequestRequestTypeDef,
UpdateWorkforceRequestRequestTypeDef,
KernelGatewayAppSettingsOutputTypeDef,
KernelGatewayAppSettingsTypeDef,
RSessionAppSettingsOutputTypeDef,
RSessionAppSettingsTypeDef,
DataQualityAppSpecificationUnionTypeDef,
ModelBiasBaselineConfigTypeDef,
ModelExplainabilityBaselineConfigTypeDef,
ModelQualityBaselineConfigTypeDef,
DataQualityBaselineConfigTypeDef,
MonitoringBaselineConfigTypeDef,
DataSourceOutputTypeDef,
DataSourceTypeDef,
DatasetDefinitionTypeDef,
DebugRuleConfigurationUnionTypeDef,
DeleteDomainRequestRequestTypeDef,
DeploymentRecommendationTypeDef,
DeploymentStageStatusSummaryTypeDef,
DeploymentStageTypeDef,
NeoVpcConfigUnionTypeDef,
DescribeDeviceResponseTypeDef,
DescribeEdgePackagingJobResponseTypeDef,
DescribeEndpointInputEndpointDeletedWaitTypeDef,
DescribeEndpointInputEndpointInServiceWaitTypeDef,
DescribeImageRequestImageCreatedWaitTypeDef,
DescribeImageRequestImageDeletedWaitTypeDef,
DescribeImageRequestImageUpdatedWaitTypeDef,
DescribeImageVersionRequestImageVersionCreatedWaitTypeDef,
DescribeImageVersionRequestImageVersionDeletedWaitTypeDef,
DescribeNotebookInstanceInputNotebookInstanceDeletedWaitTypeDef,
DescribeNotebookInstanceInputNotebookInstanceInServiceWaitTypeDef,
DescribeNotebookInstanceInputNotebookInstanceStoppedWaitTypeDef,
DescribeProcessingJobRequestProcessingJobCompletedOrStoppedWaitTypeDef,
DescribeTrainingJobRequestTrainingJobCompletedOrStoppedWaitTypeDef,
DescribeTransformJobRequestTransformJobCompletedOrStoppedWaitTypeDef,
ExperimentSummaryTypeDef,
FeatureGroupSummaryTypeDef,
DescribeFeatureMetadataResponseTypeDef,
FeatureMetadataTypeDef,
UpdateFeatureMetadataRequestRequestTypeDef,
DescribeHubContentResponseTypeDef,
DescribeHumanTaskUiResponseTypeDef,
InferenceExperimentSummaryTypeDef,
ModelBiasAppSpecificationUnionTypeDef,
DescribeModelCardExportJobResponseTypeDef,
ModelExplainabilityAppSpecificationUnionTypeDef,
ModelQualityAppSpecificationUnionTypeDef,
ListMonitoringExecutionsResponseTypeDef,
DescribeSubscribedWorkteamResponseTypeDef,
ListSubscribedWorkteamsResponseTypeDef,
ProfilerConfigUnionTypeDef,
TrainingJobSummaryTypeDef,
TrialSummaryTypeDef,
DesiredWeightAndCapacityTypeDef,
ListStageDevicesResponseTypeDef,
ListDeviceFleetsResponseTypeDef,
DeviceSummaryTypeDef,
RegisterDevicesRequestRequestTypeDef,
UpdateDevicesRequestRequestTypeDef,
ListDomainsResponseTypeDef,
DriftCheckBiasTypeDef,
DriftCheckExplainabilityTypeDef,
ListEdgeDeploymentPlansResponseTypeDef,
GetDeviceFleetReportResponseTypeDef,
ListEdgePackagingJobsResponseTypeDef,
ListEndpointConfigsOutputTypeDef,
EndpointOutputConfigurationTypeDef,
EndpointPerformanceTypeDef,
ListEndpointsOutputTypeDef,
ModelConfigurationTypeDef,
NestedFiltersTypeDef,
HyperParameterTrainingJobSummaryTypeDef,
ListFlowDefinitionsResponseTypeDef,
GetSearchSuggestionsResponseTypeDef,
UpdateCodeRepositoryInputRequestTypeDef,
ListHubContentVersionsResponseTypeDef,
ListHubContentsResponseTypeDef,
ListHubsResponseTypeDef,
HumanLoopActivationConfigTypeDef,
ListHumanTaskUisResponseTypeDef,
HyperParameterTuningResourceConfigOutputTypeDef,
HyperParameterTuningResourceConfigTypeDef,
HyperParameterTuningJobSummaryTypeDef,
HyperParameterTuningJobStrategyConfigTypeDef,
HyperParameterTuningJobWarmStartConfigOutputTypeDef,
HyperParameterTuningJobWarmStartConfigTypeDef,
UserContextTypeDef,
ImageConfigTypeDef,
ListImagesResponseTypeDef,
ListImageVersionsResponseTypeDef,
ListInferenceRecommendationsJobsResponseTypeDef,
ResourceConfigOutputTypeDef,
ResourceConfigTypeDef,
ParameterRangeOutputTypeDef,
ParameterRangeTypeDef,
ParameterRangesOutputTypeDef,
ParameterRangesTypeDef,
KernelGatewayImageConfigOutputTypeDef,
KernelGatewayImageConfigTypeDef,
LabelingJobForWorkteamSummaryTypeDef,
LabelingJobDataSourceTypeDef,
ListLineageGroupsResponseTypeDef,
ListActionsRequestListActionsPaginateTypeDef,
ListAlgorithmsInputListAlgorithmsPaginateTypeDef,
ListAliasesRequestListAliasesPaginateTypeDef,
ListAppImageConfigsRequestListAppImageConfigsPaginateTypeDef,
ListAppsRequestListAppsPaginateTypeDef,
ListArtifactsRequestListArtifactsPaginateTypeDef,
ListAssociationsRequestListAssociationsPaginateTypeDef,
ListAutoMLJobsRequestListAutoMLJobsPaginateTypeDef,
ListCandidatesForAutoMLJobRequestListCandidatesForAutoMLJobPaginateTypeDef,
ListCodeRepositoriesInputListCodeRepositoriesPaginateTypeDef,
ListCompilationJobsRequestListCompilationJobsPaginateTypeDef,
ListContextsRequestListContextsPaginateTypeDef,
ListDataQualityJobDefinitionsRequestListDataQualityJobDefinitionsPaginateTypeDef,
ListDeviceFleetsRequestListDeviceFleetsPaginateTypeDef,
ListDevicesRequestListDevicesPaginateTypeDef,
ListDomainsRequestListDomainsPaginateTypeDef,
ListEdgeDeploymentPlansRequestListEdgeDeploymentPlansPaginateTypeDef,
ListEdgePackagingJobsRequestListEdgePackagingJobsPaginateTypeDef,
ListEndpointConfigsInputListEndpointConfigsPaginateTypeDef,
ListEndpointsInputListEndpointsPaginateTypeDef,
ListExperimentsRequestListExperimentsPaginateTypeDef,
ListFeatureGroupsRequestListFeatureGroupsPaginateTypeDef,
ListFlowDefinitionsRequestListFlowDefinitionsPaginateTypeDef,
ListHumanTaskUisRequestListHumanTaskUisPaginateTypeDef,
ListHyperParameterTuningJobsRequestListHyperParameterTuningJobsPaginateTypeDef,
ListImageVersionsRequestListImageVersionsPaginateTypeDef,
ListImagesRequestListImagesPaginateTypeDef,
ListInferenceExperimentsRequestListInferenceExperimentsPaginateTypeDef,
ListInferenceRecommendationsJobStepsRequestListInferenceRecommendationsJobStepsPaginateTypeDef,
ListInferenceRecommendationsJobsRequestListInferenceRecommendationsJobsPaginateTypeDef,
ListLabelingJobsForWorkteamRequestListLabelingJobsForWorkteamPaginateTypeDef,
ListLabelingJobsRequestListLabelingJobsPaginateTypeDef,
ListLineageGroupsRequestListLineageGroupsPaginateTypeDef,
ListModelBiasJobDefinitionsRequestListModelBiasJobDefinitionsPaginateTypeDef,
ListModelCardExportJobsRequestListModelCardExportJobsPaginateTypeDef,
ListModelCardVersionsRequestListModelCardVersionsPaginateTypeDef,
ListModelCardsRequestListModelCardsPaginateTypeDef,
ListModelExplainabilityJobDefinitionsRequestListModelExplainabilityJobDefinitionsPaginateTypeDef,
ListModelPackageGroupsInputListModelPackageGroupsPaginateTypeDef,
ListModelPackagesInputListModelPackagesPaginateTypeDef,
ListModelQualityJobDefinitionsRequestListModelQualityJobDefinitionsPaginateTypeDef,
ListModelsInputListModelsPaginateTypeDef,
ListMonitoringAlertHistoryRequestListMonitoringAlertHistoryPaginateTypeDef,
ListMonitoringAlertsRequestListMonitoringAlertsPaginateTypeDef,
ListMonitoringExecutionsRequestListMonitoringExecutionsPaginateTypeDef,
ListMonitoringSchedulesRequestListMonitoringSchedulesPaginateTypeDef,
ListNotebookInstanceLifecycleConfigsInputListNotebookInstanceLifecycleConfigsPaginateTypeDef,
ListNotebookInstancesInputListNotebookInstancesPaginateTypeDef,
ListPipelineExecutionStepsRequestListPipelineExecutionStepsPaginateTypeDef,
ListPipelineExecutionsRequestListPipelineExecutionsPaginateTypeDef,
ListPipelineParametersForExecutionRequestListPipelineParametersForExecutionPaginateTypeDef,
ListPipelinesRequestListPipelinesPaginateTypeDef,
ListProcessingJobsRequestListProcessingJobsPaginateTypeDef,
ListResourceCatalogsRequestListResourceCatalogsPaginateTypeDef,
ListSpacesRequestListSpacesPaginateTypeDef,
ListStageDevicesRequestListStageDevicesPaginateTypeDef,
ListStudioLifecycleConfigsRequestListStudioLifecycleConfigsPaginateTypeDef,
ListSubscribedWorkteamsRequestListSubscribedWorkteamsPaginateTypeDef,
ListTagsInputListTagsPaginateTypeDef,
ListTrainingJobsForHyperParameterTuningJobRequestListTrainingJobsForHyperParameterTuningJobPaginateTypeDef,
ListTrainingJobsRequestListTrainingJobsPaginateTypeDef,
ListTransformJobsRequestListTransformJobsPaginateTypeDef,
ListTrialComponentsRequestListTrialComponentsPaginateTypeDef,
ListTrialsRequestListTrialsPaginateTypeDef,
ListUserProfilesRequestListUserProfilesPaginateTypeDef,
ListWorkforcesRequestListWorkforcesPaginateTypeDef,
ListWorkteamsRequestListWorkteamsPaginateTypeDef,
SearchRequestSearchPaginateTypeDef,
ListDataQualityJobDefinitionsResponseTypeDef,
ListModelBiasJobDefinitionsResponseTypeDef,
ListModelExplainabilityJobDefinitionsResponseTypeDef,
ListModelQualityJobDefinitionsResponseTypeDef,
ListModelCardExportJobsResponseTypeDef,
ListModelCardVersionsResponseTypeDef,
ListModelCardsResponseTypeDef,
ListModelMetadataResponseTypeDef,
ListModelPackageGroupsOutputTypeDef,
ListModelPackagesOutputTypeDef,
ListModelsOutputTypeDef,
ListMonitoringAlertHistoryResponseTypeDef,
ListMonitoringSchedulesResponseTypeDef,
ListNotebookInstanceLifecycleConfigsOutputTypeDef,
ListNotebookInstancesOutputTypeDef,
ListPipelineExecutionsResponseTypeDef,
ListPipelineParametersForExecutionResponseTypeDef,
ListPipelinesResponseTypeDef,
ListProcessingJobsResponseTypeDef,
ListProjectsOutputTypeDef,
ListResourceCatalogsResponseTypeDef,
ListSpacesResponseTypeDef,
ListStudioLifecycleConfigsResponseTypeDef,
ListTransformJobsResponseTypeDef,
ListUserProfilesResponseTypeDef,
MemberDefinitionOutputTypeDef,
MemberDefinitionTypeDef,
MonitoringAlertActionsTypeDef,
ModelDataSourceTypeDef,
ModelInfrastructureConfigTypeDef,
ModelPackageContainerDefinitionOutputTypeDef,
ModelPackageContainerDefinitionTypeDef,
RecommendationJobStoppingConditionsOutputTypeDef,
RecommendationJobStoppingConditionsTypeDef,
ModelMetadataSearchExpressionTypeDef,
ModelPackageStatusDetailsTypeDef,
MonitoringResourcesTypeDef,
MonitoringDatasetFormatOutputTypeDef,
MonitoringDatasetFormatTypeDef,
MonitoringOutputTypeDef,
OfflineStoreConfigTypeDef,
OnlineStoreConfigTypeDef,
OnlineStoreConfigUpdateTypeDef,
OutputConfigTypeDef,
PendingProductionVariantSummaryTypeDef,
ProductionVariantSummaryTypeDef,
TrafficPatternOutputTypeDef,
TrafficPatternTypeDef,
ProcessingResourcesTypeDef,
ProcessingOutputTypeDef,
ProductionVariantTypeDef,
ProfilerRuleConfigurationUnionTypeDef,
SuggestionQueryTypeDef,
ServiceCatalogProvisioningDetailsOutputTypeDef,
ServiceCatalogProvisioningDetailsTypeDef,
ServiceCatalogProvisioningUpdateDetailsTypeDef,
PublicWorkforceTaskPriceTypeDef,
QueryLineageResponseTypeDef,
RecommendationJobOutputConfigTypeDef,
RecommendationJobContainerConfigOutputTypeDef,
RecommendationJobContainerConfigTypeDef,
RenderUiTemplateRequestRequestTypeDef,
RenderUiTemplateResponseTypeDef,
SelectiveExecutionConfigOutputTypeDef,
SelectiveExecutionConfigTypeDef,
ShadowModeConfigOutputTypeDef,
ShadowModeConfigTypeDef,
SourceAlgorithmSpecificationOutputTypeDef,
SourceAlgorithmSpecificationTypeDef,
SourceIpConfigUnionTypeDef,
TimeSeriesForecastingJobConfigOutputTypeDef,
TimeSeriesForecastingJobConfigTypeDef,
TrainingImageConfigTypeDef,
TransformDataSourceTypeDef,
WorkforceTypeDef,
ListActionsResponseTypeDef,
ArtifactSummaryTypeDef,
ArtifactSourceUnionTypeDef,
CreateArtifactRequestRequestTypeDef,
DeleteArtifactRequestRequestTypeDef,
AsyncInferenceConfigOutputTypeDef,
AsyncInferenceConfigTypeDef,
TabularJobConfigOutputTypeDef,
TabularJobConfigTypeDef,
AutoMLChannelTypeDef,
AutoMLJobChannelTypeDef,
ListAutoMLJobsResponseTypeDef,
AutoMLResolvedAttributesTypeDef,
AutoMLJobConfigOutputTypeDef,
LabelingJobAlgorithmsConfigOutputTypeDef,
AutoMLJobConfigTypeDef,
AutoMLSecurityConfigUnionTypeDef,
LabelingJobAlgorithmsConfigTypeDef,
MonitoringNetworkConfigUnionTypeDef,
NetworkConfigUnionTypeDef,
ModelMetricsTypeDef,
PipelineExecutionStepMetadataTypeDef,
AutoMLCandidateTypeDef,
BlueGreenUpdatePolicyTypeDef,
InferenceExperimentDataStorageConfigUnionTypeDef,
DataCaptureConfigUnionTypeDef,
EndpointInputConfigurationOutputTypeDef,
EndpointInputConfigurationTypeDef,
ClarifyExplainerConfigOutputTypeDef,
ClarifyExplainerConfigTypeDef,
ListCodeRepositoriesOutputTypeDef,
DebugHookConfigUnionTypeDef,
ListContextsResponseTypeDef,
DomainSettingsForUpdateTypeDef,
DomainSettingsOutputTypeDef,
DomainSettingsTypeDef,
InferenceExperimentScheduleUnionTypeDef,
QueryLineageRequestRequestTypeDef,
DefaultSpaceSettingsOutputTypeDef,
SpaceSettingsOutputTypeDef,
DefaultSpaceSettingsTypeDef,
SpaceSettingsTypeDef,
UserSettingsOutputTypeDef,
UserSettingsTypeDef,
ChannelOutputTypeDef,
ChannelTypeDef,
ProcessingInputTypeDef,
DescribeEdgeDeploymentPlanResponseTypeDef,
CreateEdgeDeploymentPlanRequestRequestTypeDef,
CreateEdgeDeploymentStageRequestRequestTypeDef,
ListExperimentsResponseTypeDef,
ListFeatureGroupsResponseTypeDef,
ListInferenceExperimentsResponseTypeDef,
ListTrainingJobsResponseTypeDef,
ListTrialsResponseTypeDef,
UpdateEndpointWeightsAndCapacitiesInputRequestTypeDef,
ListDevicesResponseTypeDef,
DriftCheckBaselinesTypeDef,
InferenceRecommendationTypeDef,
RecommendationJobInferenceBenchmarkTypeDef,
SearchExpressionTypeDef,
ListTrainingJobsForHyperParameterTuningJobResponseTypeDef,
ListHyperParameterTuningJobsResponseTypeDef,
HyperParameterTuningJobWarmStartConfigUnionTypeDef,
AssociationSummaryTypeDef,
DescribeActionResponseTypeDef,
DescribeArtifactResponseTypeDef,
DescribeContextResponseTypeDef,
DescribeExperimentResponseTypeDef,
DescribeLineageGroupResponseTypeDef,
DescribeModelCardResponseTypeDef,
DescribeModelPackageGroupOutputTypeDef,
DescribePipelineResponseTypeDef,
DescribeTrialComponentResponseTypeDef,
DescribeTrialResponseTypeDef,
ExperimentTypeDef,
ModelCardTypeDef,
ModelDashboardModelCardTypeDef,
ModelPackageGroupTypeDef,
PipelineTypeDef,
TrialComponentSimpleSummaryTypeDef,
TrialComponentSummaryTypeDef,
ResourceConfigUnionTypeDef,
HyperParameterSpecificationOutputTypeDef,
HyperParameterSpecificationTypeDef,
HyperParameterTuningJobConfigOutputTypeDef,
HyperParameterTuningJobConfigTypeDef,
AppImageConfigDetailsTypeDef,
DescribeAppImageConfigResponseTypeDef,
CreateAppImageConfigRequestRequestTypeDef,
KernelGatewayImageConfigUnionTypeDef,
UpdateAppImageConfigRequestRequestTypeDef,
ListLabelingJobsForWorkteamResponseTypeDef,
LabelingJobInputConfigOutputTypeDef,
LabelingJobInputConfigTypeDef,
WorkteamTypeDef,
MemberDefinitionUnionTypeDef,
MonitoringAlertSummaryTypeDef,
ContainerDefinitionOutputTypeDef,
ContainerDefinitionTypeDef,
ModelVariantConfigSummaryTypeDef,
ModelVariantConfigTypeDef,
AdditionalInferenceSpecificationDefinitionOutputTypeDef,
InferenceSpecificationOutputTypeDef,
AdditionalInferenceSpecificationDefinitionTypeDef,
InferenceSpecificationTypeDef,
RecommendationJobStoppingConditionsUnionTypeDef,
ListModelMetadataRequestListModelMetadataPaginateTypeDef,
ListModelMetadataRequestRequestTypeDef,
BatchTransformInputOutputTypeDef,
BatchTransformInputTypeDef,
MonitoringOutputConfigOutputTypeDef,
MonitoringOutputConfigTypeDef,
CreateFeatureGroupRequestRequestTypeDef,
DescribeFeatureGroupResponseTypeDef,
FeatureGroupTypeDef,
UpdateFeatureGroupRequestRequestTypeDef,
CreateCompilationJobRequestRequestTypeDef,
DescribeCompilationJobResponseTypeDef,
PendingDeploymentSummaryTypeDef,
ProcessingOutputConfigOutputTypeDef,
ProcessingOutputConfigTypeDef,
UpdateTrainingJobRequestRequestTypeDef,
GetSearchSuggestionsRequestRequestTypeDef,
DescribeProjectOutputTypeDef,
ProjectTypeDef,
CreateProjectInputRequestTypeDef,
ServiceCatalogProvisioningDetailsUnionTypeDef,
UpdateProjectInputRequestTypeDef,
HumanLoopConfigOutputTypeDef,
HumanLoopConfigTypeDef,
HumanTaskConfigOutputTypeDef,
HumanTaskConfigTypeDef,
DescribePipelineExecutionResponseTypeDef,
PipelineExecutionTypeDef,
SelectiveExecutionConfigUnionTypeDef,
StartPipelineExecutionRequestRequestTypeDef,
ShadowModeConfigUnionTypeDef,
SourceAlgorithmSpecificationUnionTypeDef,
AlgorithmSpecificationOutputTypeDef,
AlgorithmSpecificationTypeDef,
TransformInputTypeDef,
DescribeWorkforceResponseTypeDef,
ListWorkforcesResponseTypeDef,
UpdateWorkforceResponseTypeDef,
ListArtifactsResponseTypeDef,
AsyncInferenceConfigUnionTypeDef,
AutoMLProblemTypeConfigOutputTypeDef,
AutoMLProblemTypeConfigTypeDef,
AutoMLJobConfigUnionTypeDef,
CreateAutoMLJobRequestRequestTypeDef,
LabelingJobAlgorithmsConfigUnionTypeDef,
PipelineExecutionStepTypeDef,
DescribeAutoMLJobResponseTypeDef,
ListCandidatesForAutoMLJobResponseTypeDef,
DeploymentConfigOutputTypeDef,
DeploymentConfigTypeDef,
RecommendationJobInputConfigOutputTypeDef,
RecommendationJobInputConfigTypeDef,
ExplainerConfigOutputTypeDef,
ExplainerConfigTypeDef,
DomainSettingsUnionTypeDef,
DescribeSpaceResponseTypeDef,
DefaultSpaceSettingsUnionTypeDef,
CreateSpaceRequestRequestTypeDef,
SpaceSettingsUnionTypeDef,
UpdateSpaceRequestRequestTypeDef,
DescribeDomainResponseTypeDef,
DescribeUserProfileResponseTypeDef,
CreateDomainRequestRequestTypeDef,
CreateUserProfileRequestRequestTypeDef,
UpdateDomainRequestRequestTypeDef,
UpdateUserProfileRequestRequestTypeDef,
UserSettingsUnionTypeDef,
HyperParameterTrainingJobDefinitionOutputTypeDef,
TrainingJobDefinitionOutputTypeDef,
ChannelUnionTypeDef,
HyperParameterTrainingJobDefinitionTypeDef,
TrainingJobDefinitionTypeDef,
InferenceRecommendationsJobStepTypeDef,
ListAssociationsResponseTypeDef,
TrialTypeDef,
ListTrialComponentsResponseTypeDef,
TrainingSpecificationOutputTypeDef,
TrainingSpecificationTypeDef,
HyperParameterTuningJobConfigUnionTypeDef,
ListAppImageConfigsResponseTypeDef,
LabelingJobSummaryTypeDef,
LabelingJobInputConfigUnionTypeDef,
DescribeWorkteamResponseTypeDef,
ListWorkteamsResponseTypeDef,
UpdateWorkteamResponseTypeDef,
CreateWorkteamRequestRequestTypeDef,
UpdateWorkteamRequestRequestTypeDef,
ListMonitoringAlertsResponseTypeDef,
DescribeModelOutputTypeDef,
ModelTypeDef,
ContainerDefinitionUnionTypeDef,
DescribeInferenceExperimentResponseTypeDef,
CreateInferenceExperimentRequestRequestTypeDef,
StopInferenceExperimentRequestRequestTypeDef,
UpdateInferenceExperimentRequestRequestTypeDef,
BatchDescribeModelPackageSummaryTypeDef,
AdditionalInferenceSpecificationDefinitionUnionTypeDef,
InferenceSpecificationUnionTypeDef,
DataQualityJobInputOutputTypeDef,
ModelBiasJobInputOutputTypeDef,
ModelExplainabilityJobInputOutputTypeDef,
ModelQualityJobInputOutputTypeDef,
MonitoringInputOutputTypeDef,
DataQualityJobInputTypeDef,
ModelBiasJobInputTypeDef,
ModelExplainabilityJobInputTypeDef,
ModelQualityJobInputTypeDef,
MonitoringInputTypeDef,
MonitoringOutputConfigUnionTypeDef,
DescribeProcessingJobResponseTypeDef,
ProcessingJobTypeDef,
CreateProcessingJobRequestRequestTypeDef,
ProcessingOutputConfigUnionTypeDef,
DescribeFlowDefinitionResponseTypeDef,
CreateFlowDefinitionRequestRequestTypeDef,
HumanLoopConfigUnionTypeDef,
DescribeLabelingJobResponseTypeDef,
CreateLabelingJobRequestRequestTypeDef,
HumanTaskConfigUnionTypeDef,
DescribeTrainingJobResponseTypeDef,
TrainingJobTypeDef,
AlgorithmSpecificationUnionTypeDef,
CreateTransformJobRequestRequestTypeDef,
DescribeTransformJobResponseTypeDef,
TransformJobDefinitionOutputTypeDef,
TransformJobDefinitionTypeDef,
TransformJobTypeDef,
DescribeAutoMLJobV2ResponseTypeDef,
AutoMLProblemTypeConfigUnionTypeDef,
CreateAutoMLJobV2RequestRequestTypeDef,
ListPipelineExecutionStepsResponseTypeDef,
CreateEndpointInputRequestTypeDef,
DeploymentConfigUnionTypeDef,
UpdateEndpointInputRequestTypeDef,
DescribeInferenceRecommendationsJobResponseTypeDef,
CreateInferenceRecommendationsJobRequestRequestTypeDef,
RecommendationJobInputConfigUnionTypeDef,
DescribeEndpointConfigOutputTypeDef,
DescribeEndpointOutputTypeDef,
CreateEndpointConfigInputRequestTypeDef,
ExplainerConfigUnionTypeDef,
DescribeHyperParameterTuningJobResponseTypeDef,
HyperParameterTuningJobSearchEntityTypeDef,
CreateTrainingJobRequestRequestTypeDef,
HyperParameterTrainingJobDefinitionUnionTypeDef,
ListInferenceRecommendationsJobStepsResponseTypeDef,
TrainingSpecificationUnionTypeDef,
ListLabelingJobsResponseTypeDef,
CreateModelInputRequestTypeDef,
BatchDescribeModelPackageOutputTypeDef,
UpdateModelPackageInputRequestTypeDef,
DescribeDataQualityJobDefinitionResponseTypeDef,
DescribeModelBiasJobDefinitionResponseTypeDef,
DescribeModelExplainabilityJobDefinitionResponseTypeDef,
DescribeModelQualityJobDefinitionResponseTypeDef,
MonitoringJobDefinitionOutputTypeDef,
CreateDataQualityJobDefinitionRequestRequestTypeDef,
DataQualityJobInputUnionTypeDef,
CreateModelBiasJobDefinitionRequestRequestTypeDef,
ModelBiasJobInputUnionTypeDef,
CreateModelExplainabilityJobDefinitionRequestRequestTypeDef,
ModelExplainabilityJobInputUnionTypeDef,
CreateModelQualityJobDefinitionRequestRequestTypeDef,
ModelQualityJobInputUnionTypeDef,
MonitoringJobDefinitionTypeDef,
AlgorithmValidationProfileOutputTypeDef,
ModelPackageValidationProfileOutputTypeDef,
AlgorithmValidationProfileTypeDef,
ModelPackageValidationProfileTypeDef,
TrialComponentSourceDetailTypeDef,
CreateHyperParameterTuningJobRequestRequestTypeDef,
MonitoringScheduleConfigOutputTypeDef,
MonitoringScheduleConfigTypeDef,
AlgorithmValidationSpecificationOutputTypeDef,
ModelPackageValidationSpecificationOutputTypeDef,
AlgorithmValidationSpecificationTypeDef,
ModelPackageValidationSpecificationTypeDef,
TrialComponentTypeDef,
DescribeMonitoringScheduleResponseTypeDef,
ModelDashboardMonitoringScheduleTypeDef,
MonitoringScheduleTypeDef,
CreateMonitoringScheduleRequestRequestTypeDef,
MonitoringScheduleConfigUnionTypeDef,
UpdateMonitoringScheduleRequestRequestTypeDef,
DescribeAlgorithmOutputTypeDef,
DescribeModelPackageOutputTypeDef,
ModelPackageTypeDef,
AlgorithmValidationSpecificationUnionTypeDef,
CreateAlgorithmInputRequestTypeDef,
CreateModelPackageInputRequestTypeDef,
ModelPackageValidationSpecificationUnionTypeDef,
ModelDashboardModelTypeDef,
EndpointTypeDef,
SearchRecordTypeDef,
SearchResponseTypeDef,
)
def get_value() -> ActionSourceTypeDef:
return {...}
How it works
Fully automated
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 frombotocore
schemas. - Type annotations include up-to-date documentation.
- Link to documentation is provided for every method.
- Code is processed by black and isort for readability.
What's new
Implemented features
- Fully type annotated
boto3
,botocore
,aiobotocore
andaioboto3
libraries mypy
,pyright
,VSCode
,PyCharm
,Sublime Text
andEmacs
compatibilityClient
,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
andboto3.resource
calls - Auto discovery of types for
session.client
andsession.resource
calls - Auto discovery of types for
client.get_waiter
andclient.get_paginator
calls - Auto discovery of types for
ServiceResource
andResource
collections - Auto discovery of types for
aiobotocore.Session.create_client
calls
Latest changes
Builder changelog can be found in Releases.
Versioning
mypy-boto3-sagemaker
version is the same as related boto3
version and
follows PEP 440 format.
Thank you
- Allie Fitter for boto3-type-annotations, this package is based on top of his work
- black developers for an awesome formatting tool
- Timothy Edmund Crosley for isort and how flexible it is
- mypy developers for doing all dirty work for us
- pyright team for the new era of typed Python
Documentation
All services type annotations can be found in boto3 docs
Support and contributing
This package is auto-generated. Please reports any bugs or request new features in mypy-boto3-builder repository.
Project details
Release history Release notifications | RSS feed
Download files
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Source Distribution
Built Distribution
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