Type annotations for boto3.SageMaker 1.24.20 service generated with mypy-boto3-builder 7.7.2
Project description
mypy-boto3-sagemaker
Type annotations for boto3.SageMaker 1.24.20 service compatible with VSCode, PyCharm, Emacs, Sublime Text, mypy, pyright and other tools.
Generated by mypy-boto3-builder 7.7.2.
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,
ListAppImageConfigsPaginator,
ListAppsPaginator,
ListArtifactsPaginator,
ListAssociationsPaginator,
ListAutoMLJobsPaginator,
ListCandidatesForAutoMLJobPaginator,
ListCodeRepositoriesPaginator,
ListCompilationJobsPaginator,
ListContextsPaginator,
ListDataQualityJobDefinitionsPaginator,
ListDeviceFleetsPaginator,
ListDevicesPaginator,
ListDomainsPaginator,
ListEdgePackagingJobsPaginator,
ListEndpointConfigsPaginator,
ListEndpointsPaginator,
ListExperimentsPaginator,
ListFeatureGroupsPaginator,
ListFlowDefinitionsPaginator,
ListHumanTaskUisPaginator,
ListHyperParameterTuningJobsPaginator,
ListImageVersionsPaginator,
ListImagesPaginator,
ListInferenceRecommendationsJobsPaginator,
ListLabelingJobsPaginator,
ListLabelingJobsForWorkteamPaginator,
ListLineageGroupsPaginator,
ListModelBiasJobDefinitionsPaginator,
ListModelExplainabilityJobDefinitionsPaginator,
ListModelMetadataPaginator,
ListModelPackageGroupsPaginator,
ListModelPackagesPaginator,
ListModelQualityJobDefinitionsPaginator,
ListModelsPaginator,
ListMonitoringExecutionsPaginator,
ListMonitoringSchedulesPaginator,
ListNotebookInstanceLifecycleConfigsPaginator,
ListNotebookInstancesPaginator,
ListPipelineExecutionStepsPaginator,
ListPipelineExecutionsPaginator,
ListPipelineParametersForExecutionPaginator,
ListPipelinesPaginator,
ListProcessingJobsPaginator,
ListStudioLifecycleConfigsPaginator,
ListSubscribedWorkteamsPaginator,
ListTagsPaginator,
ListTrainingJobsPaginator,
ListTrainingJobsForHyperParameterTuningJobPaginator,
ListTransformJobsPaginator,
ListTrialComponentsPaginator,
ListTrialsPaginator,
ListUserProfilesPaginator,
ListWorkforcesPaginator,
ListWorkteamsPaginator,
SearchPaginator,
)
client: SageMakerClient = Session().client("sagemaker")
# Explicit type annotations are optional here
# Type should be correctly discovered by mypy and IDEs
# VSCode requires explicit type annotations
list_actions_paginator: ListActionsPaginator = client.get_paginator("list_actions")
list_algorithms_paginator: ListAlgorithmsPaginator = client.get_paginator("list_algorithms")
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_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_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_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_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_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
# Type should be correctly discovered by mypy and IDEs
# VSCode requires explicit type annotations
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,
AlgorithmSortByType,
AlgorithmStatusType,
AppImageConfigSortKeyType,
AppInstanceTypeType,
AppNetworkAccessTypeType,
AppSecurityGroupManagementType,
AppSortKeyType,
AppStatusType,
AppTypeType,
ArtifactSourceIdTypeType,
AssemblyTypeType,
AssociationEdgeTypeType,
AthenaResultCompressionTypeType,
AthenaResultFormatType,
AuthModeType,
AutoMLChannelTypeType,
AutoMLJobObjectiveTypeType,
AutoMLJobSecondaryStatusType,
AutoMLJobStatusType,
AutoMLMetricEnumType,
AutoMLMetricExtendedEnumType,
AutoMLS3DataTypeType,
AutoMLSortByType,
AutoMLSortOrderType,
AwsManagedHumanLoopRequestSourceType,
BatchStrategyType,
BooleanOperatorType,
CandidateSortByType,
CandidateStatusType,
CandidateStepTypeType,
CapacitySizeTypeType,
CaptureModeType,
CaptureStatusType,
CodeRepositorySortByType,
CodeRepositorySortOrderType,
CompilationJobStatusType,
CompressionTypeType,
ConditionOutcomeType,
ContainerModeType,
ContentClassifierType,
DataDistributionTypeType,
DetailedAlgorithmStatusType,
DetailedModelPackageStatusType,
DirectInternetAccessType,
DirectionType,
DomainStatusType,
EdgePackagingJobStatusType,
EdgePresetDeploymentStatusType,
EdgePresetDeploymentTypeType,
EndpointConfigSortKeyType,
EndpointDeletedWaiterName,
EndpointInServiceWaiterName,
EndpointSortKeyType,
EndpointStatusType,
ExecutionStatusType,
FeatureGroupSortByType,
FeatureGroupSortOrderType,
FeatureGroupStatusType,
FeatureTypeType,
FileSystemAccessModeType,
FileSystemTypeType,
FlowDefinitionStatusType,
FrameworkType,
HumanTaskUiStatusType,
HyperParameterScalingTypeType,
HyperParameterTuningJobObjectiveTypeType,
HyperParameterTuningJobSortByOptionsType,
HyperParameterTuningJobStatusType,
HyperParameterTuningJobStrategyTypeType,
HyperParameterTuningJobWarmStartTypeType,
ImageCreatedWaiterName,
ImageDeletedWaiterName,
ImageSortByType,
ImageSortOrderType,
ImageStatusType,
ImageUpdatedWaiterName,
ImageVersionCreatedWaiterName,
ImageVersionDeletedWaiterName,
ImageVersionSortByType,
ImageVersionSortOrderType,
ImageVersionStatusType,
InferenceExecutionModeType,
InputModeType,
InstanceTypeType,
JoinSourceType,
LabelingJobStatusType,
LastUpdateStatusValueType,
LineageTypeType,
ListActionsPaginatorName,
ListAlgorithmsPaginatorName,
ListAppImageConfigsPaginatorName,
ListAppsPaginatorName,
ListArtifactsPaginatorName,
ListAssociationsPaginatorName,
ListAutoMLJobsPaginatorName,
ListCandidatesForAutoMLJobPaginatorName,
ListCodeRepositoriesPaginatorName,
ListCompilationJobsPaginatorName,
ListCompilationJobsSortByType,
ListContextsPaginatorName,
ListDataQualityJobDefinitionsPaginatorName,
ListDeviceFleetsPaginatorName,
ListDeviceFleetsSortByType,
ListDevicesPaginatorName,
ListDomainsPaginatorName,
ListEdgePackagingJobsPaginatorName,
ListEdgePackagingJobsSortByType,
ListEndpointConfigsPaginatorName,
ListEndpointsPaginatorName,
ListExperimentsPaginatorName,
ListFeatureGroupsPaginatorName,
ListFlowDefinitionsPaginatorName,
ListHumanTaskUisPaginatorName,
ListHyperParameterTuningJobsPaginatorName,
ListImageVersionsPaginatorName,
ListImagesPaginatorName,
ListInferenceRecommendationsJobsPaginatorName,
ListInferenceRecommendationsJobsSortByType,
ListLabelingJobsForWorkteamPaginatorName,
ListLabelingJobsForWorkteamSortByOptionsType,
ListLabelingJobsPaginatorName,
ListLineageGroupsPaginatorName,
ListModelBiasJobDefinitionsPaginatorName,
ListModelExplainabilityJobDefinitionsPaginatorName,
ListModelMetadataPaginatorName,
ListModelPackageGroupsPaginatorName,
ListModelPackagesPaginatorName,
ListModelQualityJobDefinitionsPaginatorName,
ListModelsPaginatorName,
ListMonitoringExecutionsPaginatorName,
ListMonitoringSchedulesPaginatorName,
ListNotebookInstanceLifecycleConfigsPaginatorName,
ListNotebookInstancesPaginatorName,
ListPipelineExecutionStepsPaginatorName,
ListPipelineExecutionsPaginatorName,
ListPipelineParametersForExecutionPaginatorName,
ListPipelinesPaginatorName,
ListProcessingJobsPaginatorName,
ListStudioLifecycleConfigsPaginatorName,
ListSubscribedWorkteamsPaginatorName,
ListTagsPaginatorName,
ListTrainingJobsForHyperParameterTuningJobPaginatorName,
ListTrainingJobsPaginatorName,
ListTransformJobsPaginatorName,
ListTrialComponentsPaginatorName,
ListTrialsPaginatorName,
ListUserProfilesPaginatorName,
ListWorkforcesPaginatorName,
ListWorkforcesSortByOptionsType,
ListWorkteamsPaginatorName,
ListWorkteamsSortByOptionsType,
MetricSetSourceType,
ModelApprovalStatusType,
ModelCacheSettingType,
ModelMetadataFilterTypeType,
ModelPackageGroupSortByType,
ModelPackageGroupStatusType,
ModelPackageSortByType,
ModelPackageStatusType,
ModelPackageTypeType,
ModelSortKeyType,
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,
ProductionVariantAcceleratorTypeType,
ProductionVariantInstanceTypeType,
ProfilingStatusType,
ProjectSortByType,
ProjectSortOrderType,
ProjectStatusType,
RStudioServerProAccessStatusType,
RStudioServerProUserGroupType,
RecommendationJobStatusType,
RecommendationJobTypeType,
RecordWrapperType,
RedshiftResultCompressionTypeType,
RedshiftResultFormatType,
RepositoryAccessModeType,
ResourceTypeType,
RetentionTypeType,
RootAccessType,
RuleEvaluationStatusType,
S3DataDistributionType,
S3DataTypeType,
SagemakerServicecatalogStatusType,
ScheduleStatusType,
SearchPaginatorName,
SearchSortOrderType,
SecondaryStatusType,
SortActionsByType,
SortArtifactsByType,
SortAssociationsByType,
SortByType,
SortContextsByType,
SortExperimentsByType,
SortLineageGroupsByType,
SortOrderType,
SortPipelineExecutionsByType,
SortPipelinesByType,
SortTrialComponentsByType,
SortTrialsByType,
SplitTypeType,
StepStatusType,
StudioLifecycleConfigAppTypeType,
StudioLifecycleConfigSortKeyType,
TargetDeviceType,
TargetPlatformAcceleratorType,
TargetPlatformArchType,
TargetPlatformOsType,
TrafficRoutingConfigTypeType,
TrafficTypeType,
TrainingInputModeType,
TrainingInstanceTypeType,
TrainingJobCompletedOrStoppedWaiterName,
TrainingJobEarlyStoppingTypeType,
TrainingJobSortByOptionsType,
TrainingJobStatusType,
TransformInstanceTypeType,
TransformJobCompletedOrStoppedWaiterName,
TransformJobStatusType,
TrialComponentPrimaryStatusType,
UserProfileSortKeyType,
UserProfileStatusType,
VariantPropertyTypeType,
VariantStatusType,
WorkforceStatusType,
SageMakerServiceName,
ServiceName,
ResourceServiceName,
PaginatorName,
WaiterName,
RegionName,
)
def check_value(value: ActionStatusType) -> bool:
...
Typed dictionaries
mypy_boto3_sagemaker.type_defs
module contains structures and shapes
assembled to typed dictionaries for additional type checking.
from mypy_boto3_sagemaker.type_defs import (
ActionSourceTypeDef,
AddAssociationRequestRequestTypeDef,
ResponseMetadataTypeDef,
TagTypeDef,
AgentVersionTypeDef,
AlarmTypeDef,
MetricDefinitionTypeDef,
AlgorithmStatusItemTypeDef,
AlgorithmSummaryTypeDef,
AnnotationConsolidationConfigTypeDef,
AppDetailsTypeDef,
AppSpecificationTypeDef,
ArtifactSourceTypeTypeDef,
AssociateTrialComponentRequestRequestTypeDef,
UserContextTypeDef,
AsyncInferenceClientConfigTypeDef,
AsyncInferenceNotificationConfigTypeDef,
AthenaDatasetDefinitionTypeDef,
AutoMLCandidateGenerationConfigTypeDef,
AutoMLCandidateStepTypeDef,
AutoMLContainerDefinitionTypeDef,
FinalAutoMLJobObjectiveMetricTypeDef,
AutoMLS3DataSourceTypeDef,
AutoMLDataSplitConfigTypeDef,
AutoMLJobArtifactsTypeDef,
AutoMLJobCompletionCriteriaTypeDef,
AutoMLJobObjectiveTypeDef,
AutoMLPartialFailureReasonTypeDef,
AutoMLOutputDataConfigTypeDef,
VpcConfigTypeDef,
BatchDescribeModelPackageErrorTypeDef,
BatchDescribeModelPackageInputRequestTypeDef,
MetricsSourceTypeDef,
CacheHitResultTypeDef,
OutputParameterTypeDef,
CandidateArtifactLocationsTypeDef,
MetricDatumTypeDef,
CapacitySizeTypeDef,
CaptureContentTypeHeaderTypeDef,
CaptureOptionTypeDef,
CategoricalParameterRangeSpecificationTypeDef,
CategoricalParameterRangeTypeDef,
CategoricalParameterTypeDef,
ChannelSpecificationTypeDef,
ShuffleConfigTypeDef,
CheckpointConfigTypeDef,
ClarifyCheckStepMetadataTypeDef,
GitConfigTypeDef,
CognitoConfigTypeDef,
CognitoMemberDefinitionTypeDef,
CollectionConfigurationTypeDef,
CompilationJobSummaryTypeDef,
ConditionStepMetadataTypeDef,
MultiModelConfigTypeDef,
ContextSourceTypeDef,
ContinuousParameterRangeSpecificationTypeDef,
ContinuousParameterRangeTypeDef,
MetadataPropertiesTypeDef,
ResourceSpecTypeDef,
ModelDeployConfigTypeDef,
InputConfigTypeDef,
NeoVpcConfigTypeDef,
StoppingConditionTypeDef,
DataQualityAppSpecificationTypeDef,
MonitoringStoppingConditionTypeDef,
EdgeOutputConfigTypeDef,
FeatureDefinitionTypeDef,
FlowDefinitionOutputConfigTypeDef,
HumanLoopRequestSourceTypeDef,
UiTemplateTypeDef,
CreateImageVersionRequestRequestTypeDef,
LabelingJobOutputConfigTypeDef,
LabelingJobStoppingConditionsTypeDef,
ModelBiasAppSpecificationTypeDef,
ModelExplainabilityAppSpecificationTypeDef,
InferenceExecutionConfigTypeDef,
ModelQualityAppSpecificationTypeDef,
InstanceMetadataServiceConfigurationTypeDef,
NotebookInstanceLifecycleHookTypeDef,
ParallelismConfigurationTypeDef,
PipelineDefinitionS3LocationTypeDef,
CreatePresignedDomainUrlRequestRequestTypeDef,
CreatePresignedNotebookInstanceUrlInputRequestTypeDef,
ExperimentConfigTypeDef,
ProcessingStoppingConditionTypeDef,
DebugRuleConfigurationTypeDef,
OutputDataConfigTypeDef,
ProfilerConfigTypeDef,
ProfilerRuleConfigurationTypeDef,
ResourceConfigTypeDef,
RetryStrategyTypeDef,
TensorBoardOutputConfigTypeDef,
DataProcessingTypeDef,
ModelClientConfigTypeDef,
TransformOutputTypeDef,
TransformResourcesTypeDef,
TrialComponentArtifactTypeDef,
TrialComponentParameterValueTypeDef,
TrialComponentStatusTypeDef,
OidcConfigTypeDef,
SourceIpConfigTypeDef,
WorkforceVpcConfigRequestTypeDef,
NotificationConfigurationTypeDef,
CustomImageTypeDef,
DataCaptureConfigSummaryTypeDef,
DataCatalogConfigTypeDef,
MonitoringConstraintsResourceTypeDef,
MonitoringStatisticsResourceTypeDef,
EndpointInputTypeDef,
FileSystemDataSourceTypeDef,
S3DataSourceTypeDef,
RedshiftDatasetDefinitionTypeDef,
DebugRuleEvaluationStatusTypeDef,
DeleteActionRequestRequestTypeDef,
DeleteAlgorithmInputRequestTypeDef,
DeleteAppImageConfigRequestRequestTypeDef,
DeleteAppRequestRequestTypeDef,
DeleteAssociationRequestRequestTypeDef,
DeleteCodeRepositoryInputRequestTypeDef,
DeleteContextRequestRequestTypeDef,
DeleteDataQualityJobDefinitionRequestRequestTypeDef,
DeleteDeviceFleetRequestRequestTypeDef,
RetentionPolicyTypeDef,
DeleteEndpointConfigInputRequestTypeDef,
DeleteEndpointInputRequestTypeDef,
DeleteExperimentRequestRequestTypeDef,
DeleteFeatureGroupRequestRequestTypeDef,
DeleteFlowDefinitionRequestRequestTypeDef,
DeleteHumanTaskUiRequestRequestTypeDef,
DeleteImageRequestRequestTypeDef,
DeleteImageVersionRequestRequestTypeDef,
DeleteModelBiasJobDefinitionRequestRequestTypeDef,
DeleteModelExplainabilityJobDefinitionRequestRequestTypeDef,
DeleteModelInputRequestTypeDef,
DeleteModelPackageGroupInputRequestTypeDef,
DeleteModelPackageGroupPolicyInputRequestTypeDef,
DeleteModelPackageInputRequestTypeDef,
DeleteModelQualityJobDefinitionRequestRequestTypeDef,
DeleteMonitoringScheduleRequestRequestTypeDef,
DeleteNotebookInstanceInputRequestTypeDef,
DeleteNotebookInstanceLifecycleConfigInputRequestTypeDef,
DeletePipelineRequestRequestTypeDef,
DeleteProjectInputRequestTypeDef,
DeleteStudioLifecycleConfigRequestRequestTypeDef,
DeleteTagsInputRequestTypeDef,
DeleteTrialComponentRequestRequestTypeDef,
DeleteTrialRequestRequestTypeDef,
DeleteUserProfileRequestRequestTypeDef,
DeleteWorkforceRequestRequestTypeDef,
DeleteWorkteamRequestRequestTypeDef,
DeployedImageTypeDef,
DeregisterDevicesRequestRequestTypeDef,
DescribeActionRequestRequestTypeDef,
DescribeAlgorithmInputRequestTypeDef,
DescribeAppImageConfigRequestRequestTypeDef,
DescribeAppRequestRequestTypeDef,
DescribeArtifactRequestRequestTypeDef,
DescribeAutoMLJobRequestRequestTypeDef,
ModelDeployResultTypeDef,
DescribeCodeRepositoryInputRequestTypeDef,
DescribeCompilationJobRequestRequestTypeDef,
ModelArtifactsTypeDef,
ModelDigestsTypeDef,
DescribeContextRequestRequestTypeDef,
DescribeDataQualityJobDefinitionRequestRequestTypeDef,
DescribeDeviceFleetRequestRequestTypeDef,
DescribeDeviceRequestRequestTypeDef,
EdgeModelTypeDef,
DescribeDomainRequestRequestTypeDef,
DescribeEdgePackagingJobRequestRequestTypeDef,
EdgePresetDeploymentOutputTypeDef,
DescribeEndpointConfigInputRequestTypeDef,
WaiterConfigTypeDef,
DescribeEndpointInputRequestTypeDef,
DescribeExperimentRequestRequestTypeDef,
ExperimentSourceTypeDef,
DescribeFeatureGroupRequestRequestTypeDef,
LastUpdateStatusTypeDef,
OfflineStoreStatusTypeDef,
DescribeFeatureMetadataRequestRequestTypeDef,
FeatureParameterTypeDef,
DescribeFlowDefinitionRequestRequestTypeDef,
DescribeHumanTaskUiRequestRequestTypeDef,
UiTemplateInfoTypeDef,
DescribeHyperParameterTuningJobRequestRequestTypeDef,
ObjectiveStatusCountersTypeDef,
TrainingJobStatusCountersTypeDef,
DescribeImageRequestRequestTypeDef,
DescribeImageVersionRequestRequestTypeDef,
DescribeInferenceRecommendationsJobRequestRequestTypeDef,
DescribeLabelingJobRequestRequestTypeDef,
LabelCountersTypeDef,
LabelingJobOutputTypeDef,
DescribeLineageGroupRequestRequestTypeDef,
DescribeModelBiasJobDefinitionRequestRequestTypeDef,
DescribeModelExplainabilityJobDefinitionRequestRequestTypeDef,
DescribeModelInputRequestTypeDef,
DescribeModelPackageGroupInputRequestTypeDef,
DescribeModelPackageInputRequestTypeDef,
DescribeModelQualityJobDefinitionRequestRequestTypeDef,
DescribeMonitoringScheduleRequestRequestTypeDef,
MonitoringExecutionSummaryTypeDef,
DescribeNotebookInstanceInputRequestTypeDef,
DescribeNotebookInstanceLifecycleConfigInputRequestTypeDef,
DescribePipelineDefinitionForExecutionRequestRequestTypeDef,
DescribePipelineExecutionRequestRequestTypeDef,
PipelineExperimentConfigTypeDef,
DescribePipelineRequestRequestTypeDef,
DescribeProcessingJobRequestRequestTypeDef,
DescribeProjectInputRequestTypeDef,
ServiceCatalogProvisionedProductDetailsTypeDef,
DescribeStudioLifecycleConfigRequestRequestTypeDef,
DescribeSubscribedWorkteamRequestRequestTypeDef,
SubscribedWorkteamTypeDef,
DescribeTrainingJobRequestRequestTypeDef,
MetricDataTypeDef,
ProfilerRuleEvaluationStatusTypeDef,
SecondaryStatusTransitionTypeDef,
DescribeTransformJobRequestRequestTypeDef,
DescribeTrialComponentRequestRequestTypeDef,
TrialComponentMetricSummaryTypeDef,
TrialComponentSourceTypeDef,
DescribeTrialRequestRequestTypeDef,
TrialSourceTypeDef,
DescribeUserProfileRequestRequestTypeDef,
DescribeWorkforceRequestRequestTypeDef,
DescribeWorkteamRequestRequestTypeDef,
DesiredWeightAndCapacityTypeDef,
DeviceFleetSummaryTypeDef,
DeviceStatsTypeDef,
EdgeModelSummaryTypeDef,
DeviceTypeDef,
DisassociateTrialComponentRequestRequestTypeDef,
DomainDetailsTypeDef,
FileSourceTypeDef,
EMRStepMetadataTypeDef,
EdgeModelStatTypeDef,
EdgePackagingJobSummaryTypeDef,
EdgeTypeDef,
EndpointConfigSummaryTypeDef,
EndpointOutputConfigurationTypeDef,
EndpointSummaryTypeDef,
EnvironmentParameterTypeDef,
FailStepMetadataTypeDef,
FileSystemConfigTypeDef,
FilterTypeDef,
FinalHyperParameterTuningJobObjectiveMetricTypeDef,
FlowDefinitionSummaryTypeDef,
GetDeviceFleetReportRequestRequestTypeDef,
GetLineageGroupPolicyRequestRequestTypeDef,
GetModelPackageGroupPolicyInputRequestTypeDef,
PropertyNameSuggestionTypeDef,
GitConfigForUpdateTypeDef,
HumanLoopActivationConditionsConfigTypeDef,
UiConfigTypeDef,
HumanTaskUiSummaryTypeDef,
HyperParameterTuningJobObjectiveTypeDef,
ResourceLimitsTypeDef,
TuningJobCompletionCriteriaTypeDef,
ParentHyperParameterTuningJobTypeDef,
RepositoryAuthConfigTypeDef,
ImageTypeDef,
ImageVersionTypeDef,
RecommendationMetricsTypeDef,
InferenceRecommendationsJobTypeDef,
IntegerParameterRangeSpecificationTypeDef,
IntegerParameterRangeTypeDef,
KernelSpecTypeDef,
LabelCountersForWorkteamTypeDef,
LabelingJobDataAttributesTypeDef,
LabelingJobS3DataSourceTypeDef,
LabelingJobSnsDataSourceTypeDef,
LineageGroupSummaryTypeDef,
PaginatorConfigTypeDef,
ListActionsRequestRequestTypeDef,
ListAlgorithmsInputRequestTypeDef,
ListAppImageConfigsRequestRequestTypeDef,
ListAppsRequestRequestTypeDef,
ListArtifactsRequestRequestTypeDef,
ListAssociationsRequestRequestTypeDef,
ListAutoMLJobsRequestRequestTypeDef,
ListCandidatesForAutoMLJobRequestRequestTypeDef,
ListCodeRepositoriesInputRequestTypeDef,
ListCompilationJobsRequestRequestTypeDef,
ListContextsRequestRequestTypeDef,
ListDataQualityJobDefinitionsRequestRequestTypeDef,
MonitoringJobDefinitionSummaryTypeDef,
ListDeviceFleetsRequestRequestTypeDef,
ListDevicesRequestRequestTypeDef,
ListDomainsRequestRequestTypeDef,
ListEdgePackagingJobsRequestRequestTypeDef,
ListEndpointConfigsInputRequestTypeDef,
ListEndpointsInputRequestTypeDef,
ListExperimentsRequestRequestTypeDef,
ListFeatureGroupsRequestRequestTypeDef,
ListFlowDefinitionsRequestRequestTypeDef,
ListHumanTaskUisRequestRequestTypeDef,
ListHyperParameterTuningJobsRequestRequestTypeDef,
ListImageVersionsRequestRequestTypeDef,
ListImagesRequestRequestTypeDef,
ListInferenceRecommendationsJobsRequestRequestTypeDef,
ListLabelingJobsForWorkteamRequestRequestTypeDef,
ListLabelingJobsRequestRequestTypeDef,
ListLineageGroupsRequestRequestTypeDef,
ListModelBiasJobDefinitionsRequestRequestTypeDef,
ListModelExplainabilityJobDefinitionsRequestRequestTypeDef,
ModelMetadataSummaryTypeDef,
ListModelPackageGroupsInputRequestTypeDef,
ModelPackageGroupSummaryTypeDef,
ListModelPackagesInputRequestTypeDef,
ModelPackageSummaryTypeDef,
ListModelQualityJobDefinitionsRequestRequestTypeDef,
ListModelsInputRequestTypeDef,
ModelSummaryTypeDef,
ListMonitoringExecutionsRequestRequestTypeDef,
ListMonitoringSchedulesRequestRequestTypeDef,
MonitoringScheduleSummaryTypeDef,
ListNotebookInstanceLifecycleConfigsInputRequestTypeDef,
NotebookInstanceLifecycleConfigSummaryTypeDef,
ListNotebookInstancesInputRequestTypeDef,
NotebookInstanceSummaryTypeDef,
ListPipelineExecutionStepsRequestRequestTypeDef,
ListPipelineExecutionsRequestRequestTypeDef,
PipelineExecutionSummaryTypeDef,
ListPipelineParametersForExecutionRequestRequestTypeDef,
ParameterTypeDef,
ListPipelinesRequestRequestTypeDef,
PipelineSummaryTypeDef,
ListProcessingJobsRequestRequestTypeDef,
ProcessingJobSummaryTypeDef,
ListProjectsInputRequestTypeDef,
ProjectSummaryTypeDef,
ListStudioLifecycleConfigsRequestRequestTypeDef,
StudioLifecycleConfigDetailsTypeDef,
ListSubscribedWorkteamsRequestRequestTypeDef,
ListTagsInputRequestTypeDef,
ListTrainingJobsForHyperParameterTuningJobRequestRequestTypeDef,
ListTrainingJobsRequestRequestTypeDef,
TrainingJobSummaryTypeDef,
ListTransformJobsRequestRequestTypeDef,
TransformJobSummaryTypeDef,
ListTrialComponentsRequestRequestTypeDef,
ListTrialsRequestRequestTypeDef,
ListUserProfilesRequestRequestTypeDef,
UserProfileDetailsTypeDef,
ListWorkforcesRequestRequestTypeDef,
ListWorkteamsRequestRequestTypeDef,
OidcMemberDefinitionTypeDef,
MonitoringGroundTruthS3InputTypeDef,
ModelInputTypeDef,
ModelLatencyThresholdTypeDef,
ModelMetadataFilterTypeDef,
ModelPackageStatusItemTypeDef,
ModelStepMetadataTypeDef,
MonitoringAppSpecificationTypeDef,
MonitoringClusterConfigTypeDef,
MonitoringS3OutputTypeDef,
ScheduleConfigTypeDef,
S3StorageConfigTypeDef,
OidcConfigForResponseTypeDef,
OnlineStoreSecurityConfigTypeDef,
TargetPlatformTypeDef,
ParentTypeDef,
ProductionVariantServerlessConfigTypeDef,
ProductionVariantStatusTypeDef,
PhaseTypeDef,
ProcessingJobStepMetadataTypeDef,
QualityCheckStepMetadataTypeDef,
RegisterModelStepMetadataTypeDef,
TrainingJobStepMetadataTypeDef,
TransformJobStepMetadataTypeDef,
TuningJobStepMetaDataTypeDef,
ProcessingClusterConfigTypeDef,
ProcessingFeatureStoreOutputTypeDef,
ProcessingS3InputTypeDef,
ProcessingS3OutputTypeDef,
ProductionVariantCoreDumpConfigTypeDef,
ProfilerConfigForUpdateTypeDef,
PropertyNameQueryTypeDef,
ProvisioningParameterTypeDef,
USDTypeDef,
PutModelPackageGroupPolicyInputRequestTypeDef,
QueryFiltersTypeDef,
VertexTypeDef,
RStudioServerProAppSettingsTypeDef,
RecommendationJobCompiledOutputConfigTypeDef,
RecommendationJobResourceLimitTypeDef,
RenderableTaskTypeDef,
RenderingErrorTypeDef,
SearchRequestRequestTypeDef,
SendPipelineExecutionStepFailureRequestRequestTypeDef,
SharingSettingsTypeDef,
SourceAlgorithmTypeDef,
StartMonitoringScheduleRequestRequestTypeDef,
StartNotebookInstanceInputRequestTypeDef,
StopAutoMLJobRequestRequestTypeDef,
StopCompilationJobRequestRequestTypeDef,
StopEdgePackagingJobRequestRequestTypeDef,
StopHyperParameterTuningJobRequestRequestTypeDef,
StopInferenceRecommendationsJobRequestRequestTypeDef,
StopLabelingJobRequestRequestTypeDef,
StopMonitoringScheduleRequestRequestTypeDef,
StopNotebookInstanceInputRequestTypeDef,
StopPipelineExecutionRequestRequestTypeDef,
StopProcessingJobRequestRequestTypeDef,
StopTrainingJobRequestRequestTypeDef,
StopTransformJobRequestRequestTypeDef,
TransformS3DataSourceTypeDef,
UpdateActionRequestRequestTypeDef,
UpdateArtifactRequestRequestTypeDef,
UpdateContextRequestRequestTypeDef,
VariantPropertyTypeDef,
UpdateExperimentRequestRequestTypeDef,
UpdateImageRequestRequestTypeDef,
UpdateTrialRequestRequestTypeDef,
WorkforceVpcConfigResponseTypeDef,
ActionSummaryTypeDef,
AddAssociationResponseTypeDef,
AssociateTrialComponentResponseTypeDef,
CreateActionResponseTypeDef,
CreateAlgorithmOutputTypeDef,
CreateAppImageConfigResponseTypeDef,
CreateAppResponseTypeDef,
CreateArtifactResponseTypeDef,
CreateAutoMLJobResponseTypeDef,
CreateCodeRepositoryOutputTypeDef,
CreateCompilationJobResponseTypeDef,
CreateContextResponseTypeDef,
CreateDataQualityJobDefinitionResponseTypeDef,
CreateDomainResponseTypeDef,
CreateEndpointConfigOutputTypeDef,
CreateEndpointOutputTypeDef,
CreateExperimentResponseTypeDef,
CreateFeatureGroupResponseTypeDef,
CreateFlowDefinitionResponseTypeDef,
CreateHumanTaskUiResponseTypeDef,
CreateHyperParameterTuningJobResponseTypeDef,
CreateImageResponseTypeDef,
CreateImageVersionResponseTypeDef,
CreateInferenceRecommendationsJobResponseTypeDef,
CreateLabelingJobResponseTypeDef,
CreateModelBiasJobDefinitionResponseTypeDef,
CreateModelExplainabilityJobDefinitionResponseTypeDef,
CreateModelOutputTypeDef,
CreateModelPackageGroupOutputTypeDef,
CreateModelPackageOutputTypeDef,
CreateModelQualityJobDefinitionResponseTypeDef,
CreateMonitoringScheduleResponseTypeDef,
CreateNotebookInstanceLifecycleConfigOutputTypeDef,
CreateNotebookInstanceOutputTypeDef,
CreatePipelineResponseTypeDef,
CreatePresignedDomainUrlResponseTypeDef,
CreatePresignedNotebookInstanceUrlOutputTypeDef,
CreateProcessingJobResponseTypeDef,
CreateProjectOutputTypeDef,
CreateStudioLifecycleConfigResponseTypeDef,
CreateTrainingJobResponseTypeDef,
CreateTransformJobResponseTypeDef,
CreateTrialComponentResponseTypeDef,
CreateTrialResponseTypeDef,
CreateUserProfileResponseTypeDef,
CreateWorkforceResponseTypeDef,
CreateWorkteamResponseTypeDef,
DeleteActionResponseTypeDef,
DeleteArtifactResponseTypeDef,
DeleteAssociationResponseTypeDef,
DeleteContextResponseTypeDef,
DeleteExperimentResponseTypeDef,
DeletePipelineResponseTypeDef,
DeleteTrialComponentResponseTypeDef,
DeleteTrialResponseTypeDef,
DeleteWorkteamResponseTypeDef,
DescribeImageResponseTypeDef,
DescribeImageVersionResponseTypeDef,
DescribePipelineDefinitionForExecutionResponseTypeDef,
DescribeStudioLifecycleConfigResponseTypeDef,
DisassociateTrialComponentResponseTypeDef,
EmptyResponseMetadataTypeDef,
GetLineageGroupPolicyResponseTypeDef,
GetModelPackageGroupPolicyOutputTypeDef,
GetSagemakerServicecatalogPortfolioStatusOutputTypeDef,
PutModelPackageGroupPolicyOutputTypeDef,
RetryPipelineExecutionResponseTypeDef,
SendPipelineExecutionStepFailureResponseTypeDef,
SendPipelineExecutionStepSuccessResponseTypeDef,
StartPipelineExecutionResponseTypeDef,
StopPipelineExecutionResponseTypeDef,
UpdateActionResponseTypeDef,
UpdateAppImageConfigResponseTypeDef,
UpdateArtifactResponseTypeDef,
UpdateCodeRepositoryOutputTypeDef,
UpdateContextResponseTypeDef,
UpdateDomainResponseTypeDef,
UpdateEndpointOutputTypeDef,
UpdateEndpointWeightsAndCapacitiesOutputTypeDef,
UpdateExperimentResponseTypeDef,
UpdateFeatureGroupResponseTypeDef,
UpdateImageResponseTypeDef,
UpdateModelPackageOutputTypeDef,
UpdateMonitoringScheduleResponseTypeDef,
UpdatePipelineExecutionResponseTypeDef,
UpdatePipelineResponseTypeDef,
UpdateProjectOutputTypeDef,
UpdateTrainingJobResponseTypeDef,
UpdateTrialComponentResponseTypeDef,
UpdateTrialResponseTypeDef,
UpdateUserProfileResponseTypeDef,
AddTagsInputRequestTypeDef,
AddTagsOutputTypeDef,
CreateExperimentRequestRequestTypeDef,
CreateImageRequestRequestTypeDef,
CreateModelPackageGroupInputRequestTypeDef,
CreateStudioLifecycleConfigRequestRequestTypeDef,
ListTagsOutputTypeDef,
AutoRollbackConfigTypeDef,
AlgorithmSpecificationTypeDef,
HyperParameterAlgorithmSpecificationTypeDef,
AlgorithmStatusDetailsTypeDef,
ListAlgorithmsOutputTypeDef,
ListAppsResponseTypeDef,
ArtifactSourceTypeDef,
AssociationSummaryTypeDef,
DescribeLineageGroupResponseTypeDef,
DescribeModelPackageGroupOutputTypeDef,
ModelPackageGroupTypeDef,
AsyncInferenceOutputConfigTypeDef,
AutoMLDataSourceTypeDef,
ResolvedAttributesTypeDef,
AutoMLJobSummaryTypeDef,
AutoMLSecurityConfigTypeDef,
LabelingJobResourceConfigTypeDef,
MonitoringNetworkConfigTypeDef,
NetworkConfigTypeDef,
BiasTypeDef,
DriftCheckModelDataQualityTypeDef,
DriftCheckModelQualityTypeDef,
ExplainabilityTypeDef,
ModelDataQualityTypeDef,
ModelQualityTypeDef,
CallbackStepMetadataTypeDef,
LambdaStepMetadataTypeDef,
SendPipelineExecutionStepSuccessRequestRequestTypeDef,
CandidatePropertiesTypeDef,
TrafficRoutingConfigTypeDef,
DataCaptureConfigTypeDef,
EnvironmentParameterRangesTypeDef,
CodeRepositorySummaryTypeDef,
CreateCodeRepositoryInputRequestTypeDef,
DescribeCodeRepositoryOutputTypeDef,
DebugHookConfigTypeDef,
ListCompilationJobsResponseTypeDef,
ContextSummaryTypeDef,
CreateContextRequestRequestTypeDef,
DescribeContextResponseTypeDef,
CreateActionRequestRequestTypeDef,
CreateTrialRequestRequestTypeDef,
DescribeActionResponseTypeDef,
CreateAppRequestRequestTypeDef,
DescribeAppResponseTypeDef,
JupyterServerAppSettingsTypeDef,
RStudioServerProDomainSettingsForUpdateTypeDef,
RStudioServerProDomainSettingsTypeDef,
TensorBoardAppSettingsTypeDef,
CreateDeviceFleetRequestRequestTypeDef,
CreateEdgePackagingJobRequestRequestTypeDef,
DescribeDeviceFleetResponseTypeDef,
UpdateDeviceFleetRequestRequestTypeDef,
UpdateFeatureGroupRequestRequestTypeDef,
CreateHumanTaskUiRequestRequestTypeDef,
CreateNotebookInstanceInputRequestTypeDef,
DescribeNotebookInstanceOutputTypeDef,
UpdateNotebookInstanceInputRequestTypeDef,
CreateNotebookInstanceLifecycleConfigInputRequestTypeDef,
DescribeNotebookInstanceLifecycleConfigOutputTypeDef,
UpdateNotebookInstanceLifecycleConfigInputRequestTypeDef,
DescribePipelineResponseTypeDef,
PipelineTypeDef,
RetryPipelineExecutionRequestRequestTypeDef,
UpdatePipelineExecutionRequestRequestTypeDef,
CreatePipelineRequestRequestTypeDef,
UpdatePipelineRequestRequestTypeDef,
CreateTrialComponentRequestRequestTypeDef,
UpdateTrialComponentRequestRequestTypeDef,
CreateWorkforceRequestRequestTypeDef,
UpdateWorkforceRequestRequestTypeDef,
KernelGatewayAppSettingsTypeDef,
RSessionAppSettingsTypeDef,
ModelBiasBaselineConfigTypeDef,
ModelExplainabilityBaselineConfigTypeDef,
ModelQualityBaselineConfigTypeDef,
DataQualityBaselineConfigTypeDef,
MonitoringBaselineConfigTypeDef,
DataQualityJobInputTypeDef,
ModelExplainabilityJobInputTypeDef,
MonitoringInputTypeDef,
DataSourceTypeDef,
DatasetDefinitionTypeDef,
DeleteDomainRequestRequestTypeDef,
DescribeDeviceResponseTypeDef,
DescribeEdgePackagingJobResponseTypeDef,
DescribeEndpointInputEndpointDeletedWaitTypeDef,
DescribeEndpointInputEndpointInServiceWaitTypeDef,
DescribeImageRequestImageCreatedWaitTypeDef,
DescribeImageRequestImageDeletedWaitTypeDef,
DescribeImageRequestImageUpdatedWaitTypeDef,
DescribeImageVersionRequestImageVersionCreatedWaitTypeDef,
DescribeImageVersionRequestImageVersionDeletedWaitTypeDef,
DescribeNotebookInstanceInputNotebookInstanceDeletedWaitTypeDef,
DescribeNotebookInstanceInputNotebookInstanceInServiceWaitTypeDef,
DescribeNotebookInstanceInputNotebookInstanceStoppedWaitTypeDef,
DescribeProcessingJobRequestProcessingJobCompletedOrStoppedWaitTypeDef,
DescribeTrainingJobRequestTrainingJobCompletedOrStoppedWaitTypeDef,
DescribeTransformJobRequestTransformJobCompletedOrStoppedWaitTypeDef,
DescribeExperimentResponseTypeDef,
ExperimentSummaryTypeDef,
ExperimentTypeDef,
FeatureGroupSummaryTypeDef,
DescribeFeatureMetadataResponseTypeDef,
FeatureMetadataTypeDef,
UpdateFeatureMetadataRequestRequestTypeDef,
DescribeHumanTaskUiResponseTypeDef,
ListMonitoringExecutionsResponseTypeDef,
DescribePipelineExecutionResponseTypeDef,
DescribeSubscribedWorkteamResponseTypeDef,
ListSubscribedWorkteamsResponseTypeDef,
DescribeTrialComponentResponseTypeDef,
TrialComponentSimpleSummaryTypeDef,
TrialComponentSummaryTypeDef,
DescribeTrialResponseTypeDef,
TrialSummaryTypeDef,
UpdateEndpointWeightsAndCapacitiesInputRequestTypeDef,
ListDeviceFleetsResponseTypeDef,
DeviceSummaryTypeDef,
RegisterDevicesRequestRequestTypeDef,
UpdateDevicesRequestRequestTypeDef,
ListDomainsResponseTypeDef,
DriftCheckBiasTypeDef,
DriftCheckExplainabilityTypeDef,
GetDeviceFleetReportResponseTypeDef,
ListEdgePackagingJobsResponseTypeDef,
ListEndpointConfigsOutputTypeDef,
ListEndpointsOutputTypeDef,
ModelConfigurationTypeDef,
NestedFiltersTypeDef,
HyperParameterTrainingJobSummaryTypeDef,
ListFlowDefinitionsResponseTypeDef,
GetSearchSuggestionsResponseTypeDef,
UpdateCodeRepositoryInputRequestTypeDef,
HumanLoopActivationConfigTypeDef,
ListHumanTaskUisResponseTypeDef,
HyperParameterTuningJobSummaryTypeDef,
HyperParameterTuningJobWarmStartConfigTypeDef,
ImageConfigTypeDef,
ListImagesResponseTypeDef,
ListImageVersionsResponseTypeDef,
ListInferenceRecommendationsJobsResponseTypeDef,
ParameterRangeTypeDef,
ParameterRangesTypeDef,
KernelGatewayImageConfigTypeDef,
LabelingJobForWorkteamSummaryTypeDef,
LabelingJobDataSourceTypeDef,
ListLineageGroupsResponseTypeDef,
ListActionsRequestListActionsPaginateTypeDef,
ListAlgorithmsInputListAlgorithmsPaginateTypeDef,
ListAppImageConfigsRequestListAppImageConfigsPaginateTypeDef,
ListAppsRequestListAppsPaginateTypeDef,
ListArtifactsRequestListArtifactsPaginateTypeDef,
ListAssociationsRequestListAssociationsPaginateTypeDef,
ListAutoMLJobsRequestListAutoMLJobsPaginateTypeDef,
ListCandidatesForAutoMLJobRequestListCandidatesForAutoMLJobPaginateTypeDef,
ListCodeRepositoriesInputListCodeRepositoriesPaginateTypeDef,
ListCompilationJobsRequestListCompilationJobsPaginateTypeDef,
ListContextsRequestListContextsPaginateTypeDef,
ListDataQualityJobDefinitionsRequestListDataQualityJobDefinitionsPaginateTypeDef,
ListDeviceFleetsRequestListDeviceFleetsPaginateTypeDef,
ListDevicesRequestListDevicesPaginateTypeDef,
ListDomainsRequestListDomainsPaginateTypeDef,
ListEdgePackagingJobsRequestListEdgePackagingJobsPaginateTypeDef,
ListEndpointConfigsInputListEndpointConfigsPaginateTypeDef,
ListEndpointsInputListEndpointsPaginateTypeDef,
ListExperimentsRequestListExperimentsPaginateTypeDef,
ListFeatureGroupsRequestListFeatureGroupsPaginateTypeDef,
ListFlowDefinitionsRequestListFlowDefinitionsPaginateTypeDef,
ListHumanTaskUisRequestListHumanTaskUisPaginateTypeDef,
ListHyperParameterTuningJobsRequestListHyperParameterTuningJobsPaginateTypeDef,
ListImageVersionsRequestListImageVersionsPaginateTypeDef,
ListImagesRequestListImagesPaginateTypeDef,
ListInferenceRecommendationsJobsRequestListInferenceRecommendationsJobsPaginateTypeDef,
ListLabelingJobsForWorkteamRequestListLabelingJobsForWorkteamPaginateTypeDef,
ListLabelingJobsRequestListLabelingJobsPaginateTypeDef,
ListLineageGroupsRequestListLineageGroupsPaginateTypeDef,
ListModelBiasJobDefinitionsRequestListModelBiasJobDefinitionsPaginateTypeDef,
ListModelExplainabilityJobDefinitionsRequestListModelExplainabilityJobDefinitionsPaginateTypeDef,
ListModelPackageGroupsInputListModelPackageGroupsPaginateTypeDef,
ListModelPackagesInputListModelPackagesPaginateTypeDef,
ListModelQualityJobDefinitionsRequestListModelQualityJobDefinitionsPaginateTypeDef,
ListModelsInputListModelsPaginateTypeDef,
ListMonitoringExecutionsRequestListMonitoringExecutionsPaginateTypeDef,
ListMonitoringSchedulesRequestListMonitoringSchedulesPaginateTypeDef,
ListNotebookInstanceLifecycleConfigsInputListNotebookInstanceLifecycleConfigsPaginateTypeDef,
ListNotebookInstancesInputListNotebookInstancesPaginateTypeDef,
ListPipelineExecutionStepsRequestListPipelineExecutionStepsPaginateTypeDef,
ListPipelineExecutionsRequestListPipelineExecutionsPaginateTypeDef,
ListPipelineParametersForExecutionRequestListPipelineParametersForExecutionPaginateTypeDef,
ListPipelinesRequestListPipelinesPaginateTypeDef,
ListProcessingJobsRequestListProcessingJobsPaginateTypeDef,
ListStudioLifecycleConfigsRequestListStudioLifecycleConfigsPaginateTypeDef,
ListSubscribedWorkteamsRequestListSubscribedWorkteamsPaginateTypeDef,
ListTagsInputListTagsPaginateTypeDef,
ListTrainingJobsForHyperParameterTuningJobRequestListTrainingJobsForHyperParameterTuningJobPaginateTypeDef,
ListTrainingJobsRequestListTrainingJobsPaginateTypeDef,
ListTransformJobsRequestListTransformJobsPaginateTypeDef,
ListTrialComponentsRequestListTrialComponentsPaginateTypeDef,
ListTrialsRequestListTrialsPaginateTypeDef,
ListUserProfilesRequestListUserProfilesPaginateTypeDef,
ListWorkforcesRequestListWorkforcesPaginateTypeDef,
ListWorkteamsRequestListWorkteamsPaginateTypeDef,
SearchRequestSearchPaginateTypeDef,
ListDataQualityJobDefinitionsResponseTypeDef,
ListModelBiasJobDefinitionsResponseTypeDef,
ListModelExplainabilityJobDefinitionsResponseTypeDef,
ListModelQualityJobDefinitionsResponseTypeDef,
ListModelMetadataResponseTypeDef,
ListModelPackageGroupsOutputTypeDef,
ListModelPackagesOutputTypeDef,
ListModelsOutputTypeDef,
ListMonitoringSchedulesResponseTypeDef,
ListNotebookInstanceLifecycleConfigsOutputTypeDef,
ListNotebookInstancesOutputTypeDef,
ListPipelineExecutionsResponseTypeDef,
ListPipelineParametersForExecutionResponseTypeDef,
PipelineExecutionTypeDef,
StartPipelineExecutionRequestRequestTypeDef,
ListPipelinesResponseTypeDef,
ListProcessingJobsResponseTypeDef,
ListProjectsOutputTypeDef,
ListStudioLifecycleConfigsResponseTypeDef,
ListTrainingJobsResponseTypeDef,
ListTransformJobsResponseTypeDef,
ListUserProfilesResponseTypeDef,
MemberDefinitionTypeDef,
ModelBiasJobInputTypeDef,
ModelQualityJobInputTypeDef,
ModelPackageContainerDefinitionTypeDef,
RecommendationJobStoppingConditionsTypeDef,
ModelMetadataSearchExpressionTypeDef,
ModelPackageStatusDetailsTypeDef,
MonitoringResourcesTypeDef,
MonitoringOutputTypeDef,
OfflineStoreConfigTypeDef,
OnlineStoreConfigTypeDef,
OutputConfigTypeDef,
PendingProductionVariantSummaryTypeDef,
ProductionVariantSummaryTypeDef,
TrafficPatternTypeDef,
ProcessingResourcesTypeDef,
ProcessingOutputTypeDef,
ProductionVariantTypeDef,
UpdateTrainingJobRequestRequestTypeDef,
SuggestionQueryTypeDef,
ServiceCatalogProvisioningDetailsTypeDef,
ServiceCatalogProvisioningUpdateDetailsTypeDef,
PublicWorkforceTaskPriceTypeDef,
QueryLineageRequestRequestTypeDef,
QueryLineageResponseTypeDef,
RecommendationJobOutputConfigTypeDef,
RenderUiTemplateRequestRequestTypeDef,
RenderUiTemplateResponseTypeDef,
SourceAlgorithmSpecificationTypeDef,
TransformDataSourceTypeDef,
WorkforceTypeDef,
ListActionsResponseTypeDef,
ArtifactSummaryTypeDef,
CreateArtifactRequestRequestTypeDef,
DeleteArtifactRequestRequestTypeDef,
DescribeArtifactResponseTypeDef,
ListAssociationsResponseTypeDef,
AsyncInferenceConfigTypeDef,
AutoMLChannelTypeDef,
ListAutoMLJobsResponseTypeDef,
AutoMLJobConfigTypeDef,
LabelingJobAlgorithmsConfigTypeDef,
ModelMetricsTypeDef,
PipelineExecutionStepMetadataTypeDef,
AutoMLCandidateTypeDef,
BlueGreenUpdatePolicyTypeDef,
EndpointInputConfigurationTypeDef,
ListCodeRepositoriesOutputTypeDef,
ListContextsResponseTypeDef,
DomainSettingsForUpdateTypeDef,
DomainSettingsTypeDef,
UserSettingsTypeDef,
ChannelTypeDef,
ProcessingInputTypeDef,
ListExperimentsResponseTypeDef,
ListFeatureGroupsResponseTypeDef,
TrialTypeDef,
ListTrialComponentsResponseTypeDef,
ListTrialsResponseTypeDef,
ListDevicesResponseTypeDef,
DriftCheckBaselinesTypeDef,
InferenceRecommendationTypeDef,
SearchExpressionTypeDef,
ListTrainingJobsForHyperParameterTuningJobResponseTypeDef,
ListHyperParameterTuningJobsResponseTypeDef,
ContainerDefinitionTypeDef,
HyperParameterSpecificationTypeDef,
HyperParameterTuningJobConfigTypeDef,
AppImageConfigDetailsTypeDef,
CreateAppImageConfigRequestRequestTypeDef,
DescribeAppImageConfigResponseTypeDef,
UpdateAppImageConfigRequestRequestTypeDef,
ListLabelingJobsForWorkteamResponseTypeDef,
LabelingJobInputConfigTypeDef,
CreateWorkteamRequestRequestTypeDef,
UpdateWorkteamRequestRequestTypeDef,
WorkteamTypeDef,
AdditionalInferenceSpecificationDefinitionTypeDef,
InferenceSpecificationTypeDef,
ListModelMetadataRequestListModelMetadataPaginateTypeDef,
ListModelMetadataRequestRequestTypeDef,
MonitoringOutputConfigTypeDef,
CreateFeatureGroupRequestRequestTypeDef,
DescribeFeatureGroupResponseTypeDef,
FeatureGroupTypeDef,
CreateCompilationJobRequestRequestTypeDef,
DescribeCompilationJobResponseTypeDef,
PendingDeploymentSummaryTypeDef,
ProcessingOutputConfigTypeDef,
GetSearchSuggestionsRequestRequestTypeDef,
CreateProjectInputRequestTypeDef,
DescribeProjectOutputTypeDef,
ProjectTypeDef,
UpdateProjectInputRequestTypeDef,
HumanLoopConfigTypeDef,
HumanTaskConfigTypeDef,
TransformInputTypeDef,
DescribeWorkforceResponseTypeDef,
ListWorkforcesResponseTypeDef,
UpdateWorkforceResponseTypeDef,
ListArtifactsResponseTypeDef,
CreateEndpointConfigInputRequestTypeDef,
DescribeEndpointConfigOutputTypeDef,
CreateAutoMLJobRequestRequestTypeDef,
PipelineExecutionStepTypeDef,
DescribeAutoMLJobResponseTypeDef,
ListCandidatesForAutoMLJobResponseTypeDef,
DeploymentConfigTypeDef,
RecommendationJobInputConfigTypeDef,
CreateDomainRequestRequestTypeDef,
CreateUserProfileRequestRequestTypeDef,
DescribeDomainResponseTypeDef,
DescribeUserProfileResponseTypeDef,
UpdateDomainRequestRequestTypeDef,
UpdateUserProfileRequestRequestTypeDef,
CreateTrainingJobRequestRequestTypeDef,
DescribeTrainingJobResponseTypeDef,
HyperParameterTrainingJobDefinitionTypeDef,
TrainingJobDefinitionTypeDef,
TrainingJobTypeDef,
CreateModelInputRequestTypeDef,
DescribeModelOutputTypeDef,
TrainingSpecificationTypeDef,
ListAppImageConfigsResponseTypeDef,
LabelingJobSummaryTypeDef,
DescribeWorkteamResponseTypeDef,
ListWorkteamsResponseTypeDef,
UpdateWorkteamResponseTypeDef,
UpdateModelPackageInputRequestTypeDef,
BatchDescribeModelPackageSummaryTypeDef,
CreateDataQualityJobDefinitionRequestRequestTypeDef,
CreateModelBiasJobDefinitionRequestRequestTypeDef,
CreateModelExplainabilityJobDefinitionRequestRequestTypeDef,
CreateModelQualityJobDefinitionRequestRequestTypeDef,
DescribeDataQualityJobDefinitionResponseTypeDef,
DescribeModelBiasJobDefinitionResponseTypeDef,
DescribeModelExplainabilityJobDefinitionResponseTypeDef,
DescribeModelQualityJobDefinitionResponseTypeDef,
MonitoringJobDefinitionTypeDef,
CreateProcessingJobRequestRequestTypeDef,
DescribeProcessingJobResponseTypeDef,
ProcessingJobTypeDef,
CreateFlowDefinitionRequestRequestTypeDef,
DescribeFlowDefinitionResponseTypeDef,
CreateLabelingJobRequestRequestTypeDef,
DescribeLabelingJobResponseTypeDef,
CreateTransformJobRequestRequestTypeDef,
DescribeTransformJobResponseTypeDef,
TransformJobDefinitionTypeDef,
TransformJobTypeDef,
ListPipelineExecutionStepsResponseTypeDef,
CreateEndpointInputRequestTypeDef,
DescribeEndpointOutputTypeDef,
UpdateEndpointInputRequestTypeDef,
CreateInferenceRecommendationsJobRequestRequestTypeDef,
DescribeInferenceRecommendationsJobResponseTypeDef,
CreateHyperParameterTuningJobRequestRequestTypeDef,
DescribeHyperParameterTuningJobResponseTypeDef,
ListLabelingJobsResponseTypeDef,
BatchDescribeModelPackageOutputTypeDef,
MonitoringScheduleConfigTypeDef,
AlgorithmValidationProfileTypeDef,
ModelPackageValidationProfileTypeDef,
TrialComponentSourceDetailTypeDef,
CreateMonitoringScheduleRequestRequestTypeDef,
DescribeMonitoringScheduleResponseTypeDef,
MonitoringScheduleTypeDef,
UpdateMonitoringScheduleRequestRequestTypeDef,
AlgorithmValidationSpecificationTypeDef,
ModelPackageValidationSpecificationTypeDef,
TrialComponentTypeDef,
EndpointTypeDef,
CreateAlgorithmInputRequestTypeDef,
DescribeAlgorithmOutputTypeDef,
CreateModelPackageInputRequestTypeDef,
DescribeModelPackageOutputTypeDef,
ModelPackageTypeDef,
SearchRecordTypeDef,
SearchResponseTypeDef,
)
def get_structure() -> ActionSourceTypeDef:
return {
...
}
How it works
Fully automated
mypy-boto3-builder carefully
generates type annotations for each service, patiently waiting for boto3
updates. It delivers a 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 the documentation (blamebotocore
docs if types are incorrect). - 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
andaiobotocore
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.session
calls - Auto discovery of types for
session.client
andsession.session
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
Hashes for mypy-boto3-sagemaker-1.24.20.post12.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5bc5ddcd3ec472e1e695c81972474aed6f906f33666b2f426c556c6a61fee20e |
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MD5 | 382a06d583af7e70893b4566cdc04665 |
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