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Type definitions#

Index > SageMaker > Type definitions

Auto-generated documentation for SageMaker type annotations stubs module mypy-boto3-sagemaker.

TimestampTypeDef#

# TimestampTypeDef definition

TimestampTypeDef = Union[
    datetime,
    str,
]

AsyncInferenceNotificationConfigUnionTypeDef#

# AsyncInferenceNotificationConfigUnionTypeDef definition

AsyncInferenceNotificationConfigUnionTypeDef = Union[
    AsyncInferenceNotificationConfigTypeDef,  # (1)
    AsyncInferenceNotificationConfigOutputTypeDef,  # (2)
]
  1. See AsyncInferenceNotificationConfigTypeDef
  2. See AsyncInferenceNotificationConfigOutputTypeDef

AutoMLAlgorithmConfigUnionTypeDef#

# AutoMLAlgorithmConfigUnionTypeDef definition

AutoMLAlgorithmConfigUnionTypeDef = Union[
    AutoMLAlgorithmConfigTypeDef,  # (1)
    AutoMLAlgorithmConfigOutputTypeDef,  # (2)
]
  1. See AutoMLAlgorithmConfigTypeDef
  2. See AutoMLAlgorithmConfigOutputTypeDef

CaptureContentTypeHeaderUnionTypeDef#

# CaptureContentTypeHeaderUnionTypeDef definition

CaptureContentTypeHeaderUnionTypeDef = Union[
    CaptureContentTypeHeaderTypeDef,  # (1)
    CaptureContentTypeHeaderOutputTypeDef,  # (2)
]
  1. See CaptureContentTypeHeaderTypeDef
  2. See CaptureContentTypeHeaderOutputTypeDef

CategoricalParameterRangeSpecificationUnionTypeDef#

# CategoricalParameterRangeSpecificationUnionTypeDef definition

CategoricalParameterRangeSpecificationUnionTypeDef = Union[
    CategoricalParameterRangeSpecificationTypeDef,  # (1)
    CategoricalParameterRangeSpecificationOutputTypeDef,  # (2)
]
  1. See CategoricalParameterRangeSpecificationTypeDef
  2. See CategoricalParameterRangeSpecificationOutputTypeDef

CategoricalParameterRangeUnionTypeDef#

# CategoricalParameterRangeUnionTypeDef definition

CategoricalParameterRangeUnionTypeDef = Union[
    CategoricalParameterRangeTypeDef,  # (1)
    CategoricalParameterRangeOutputTypeDef,  # (2)
]
  1. See CategoricalParameterRangeTypeDef
  2. See CategoricalParameterRangeOutputTypeDef

CategoricalParameterUnionTypeDef#

# CategoricalParameterUnionTypeDef definition

CategoricalParameterUnionTypeDef = Union[
    CategoricalParameterTypeDef,  # (1)
    CategoricalParameterOutputTypeDef,  # (2)
]
  1. See CategoricalParameterTypeDef
  2. See CategoricalParameterOutputTypeDef

ChannelSpecificationUnionTypeDef#

# ChannelSpecificationUnionTypeDef definition

ChannelSpecificationUnionTypeDef = Union[
    ChannelSpecificationTypeDef,  # (1)
    ChannelSpecificationOutputTypeDef,  # (2)
]
  1. See ChannelSpecificationTypeDef
  2. See ChannelSpecificationOutputTypeDef

ClarifyInferenceConfigUnionTypeDef#

# ClarifyInferenceConfigUnionTypeDef definition

ClarifyInferenceConfigUnionTypeDef = Union[
    ClarifyInferenceConfigTypeDef,  # (1)
    ClarifyInferenceConfigOutputTypeDef,  # (2)
]
  1. See ClarifyInferenceConfigTypeDef
  2. See ClarifyInferenceConfigOutputTypeDef

CollectionConfigurationUnionTypeDef#

# CollectionConfigurationUnionTypeDef definition

CollectionConfigurationUnionTypeDef = Union[
    CollectionConfigurationTypeDef,  # (1)
    CollectionConfigurationOutputTypeDef,  # (2)
]
  1. See CollectionConfigurationTypeDef
  2. See CollectionConfigurationOutputTypeDef

ContainerConfigUnionTypeDef#

# ContainerConfigUnionTypeDef definition

ContainerConfigUnionTypeDef = Union[
    ContainerConfigTypeDef,  # (1)
    ContainerConfigOutputTypeDef,  # (2)
]
  1. See ContainerConfigTypeDef
  2. See ContainerConfigOutputTypeDef

VpcConfigUnionTypeDef#

# VpcConfigUnionTypeDef definition

VpcConfigUnionTypeDef = Union[
    VpcConfigTypeDef,  # (1)
    VpcConfigOutputTypeDef,  # (2)
]
  1. See VpcConfigTypeDef
  2. See VpcConfigOutputTypeDef

DebugRuleConfigurationUnionTypeDef#

# DebugRuleConfigurationUnionTypeDef definition

DebugRuleConfigurationUnionTypeDef = Union[
    DebugRuleConfigurationTypeDef,  # (1)
    DebugRuleConfigurationOutputTypeDef,  # (2)
]
  1. See DebugRuleConfigurationTypeDef
  2. See DebugRuleConfigurationOutputTypeDef

DeviceSelectionConfigUnionTypeDef#

# DeviceSelectionConfigUnionTypeDef definition

DeviceSelectionConfigUnionTypeDef = Union[
    DeviceSelectionConfigTypeDef,  # (1)
    DeviceSelectionConfigOutputTypeDef,  # (2)
]
  1. See DeviceSelectionConfigTypeDef
  2. See DeviceSelectionConfigOutputTypeDef

DockerSettingsUnionTypeDef#

# DockerSettingsUnionTypeDef definition

DockerSettingsUnionTypeDef = Union[
    DockerSettingsTypeDef,  # (1)
    DockerSettingsOutputTypeDef,  # (2)
]
  1. See DockerSettingsTypeDef
  2. See DockerSettingsOutputTypeDef

EmrSettingsUnionTypeDef#

# EmrSettingsUnionTypeDef definition

EmrSettingsUnionTypeDef = Union[
    EmrSettingsTypeDef,  # (1)
    EmrSettingsOutputTypeDef,  # (2)
]
  1. See EmrSettingsTypeDef
  2. See EmrSettingsOutputTypeDef

HiddenSageMakerImageUnionTypeDef#

# HiddenSageMakerImageUnionTypeDef definition

HiddenSageMakerImageUnionTypeDef = Union[
    HiddenSageMakerImageTypeDef,  # (1)
    HiddenSageMakerImageOutputTypeDef,  # (2)
]
  1. See HiddenSageMakerImageTypeDef
  2. See HiddenSageMakerImageOutputTypeDef

LabelingJobDataAttributesUnionTypeDef#

# LabelingJobDataAttributesUnionTypeDef definition

LabelingJobDataAttributesUnionTypeDef = Union[
    LabelingJobDataAttributesTypeDef,  # (1)
    LabelingJobDataAttributesOutputTypeDef,  # (2)
]
  1. See LabelingJobDataAttributesTypeDef
  2. See LabelingJobDataAttributesOutputTypeDef

ModelCompilationConfigUnionTypeDef#

# ModelCompilationConfigUnionTypeDef definition

ModelCompilationConfigUnionTypeDef = Union[
    ModelCompilationConfigTypeDef,  # (1)
    ModelCompilationConfigOutputTypeDef,  # (2)
]
  1. See ModelCompilationConfigTypeDef
  2. See ModelCompilationConfigOutputTypeDef

ModelQuantizationConfigUnionTypeDef#

# ModelQuantizationConfigUnionTypeDef definition

ModelQuantizationConfigUnionTypeDef = Union[
    ModelQuantizationConfigTypeDef,  # (1)
    ModelQuantizationConfigOutputTypeDef,  # (2)
]
  1. See ModelQuantizationConfigTypeDef
  2. See ModelQuantizationConfigOutputTypeDef

ModelShardingConfigUnionTypeDef#

# ModelShardingConfigUnionTypeDef definition

ModelShardingConfigUnionTypeDef = Union[
    ModelShardingConfigTypeDef,  # (1)
    ModelShardingConfigOutputTypeDef,  # (2)
]
  1. See ModelShardingConfigTypeDef
  2. See ModelShardingConfigOutputTypeDef

MonitoringAppSpecificationUnionTypeDef#

# MonitoringAppSpecificationUnionTypeDef definition

MonitoringAppSpecificationUnionTypeDef = Union[
    MonitoringAppSpecificationTypeDef,  # (1)
    MonitoringAppSpecificationOutputTypeDef,  # (2)
]
  1. See MonitoringAppSpecificationTypeDef
  2. See MonitoringAppSpecificationOutputTypeDef

OidcMemberDefinitionUnionTypeDef#

# OidcMemberDefinitionUnionTypeDef definition

OidcMemberDefinitionUnionTypeDef = Union[
    OidcMemberDefinitionTypeDef,  # (1)
    OidcMemberDefinitionOutputTypeDef,  # (2)
]
  1. See OidcMemberDefinitionTypeDef
  2. See OidcMemberDefinitionOutputTypeDef

ProfilerRuleConfigurationUnionTypeDef#

# ProfilerRuleConfigurationUnionTypeDef definition

ProfilerRuleConfigurationUnionTypeDef = Union[
    ProfilerRuleConfigurationTypeDef,  # (1)
    ProfilerRuleConfigurationOutputTypeDef,  # (2)
]
  1. See ProfilerRuleConfigurationTypeDef
  2. See ProfilerRuleConfigurationOutputTypeDef

RecommendationJobPayloadConfigUnionTypeDef#

# RecommendationJobPayloadConfigUnionTypeDef definition

RecommendationJobPayloadConfigUnionTypeDef = Union[
    RecommendationJobPayloadConfigTypeDef,  # (1)
    RecommendationJobPayloadConfigOutputTypeDef,  # (2)
]
  1. See RecommendationJobPayloadConfigTypeDef
  2. See RecommendationJobPayloadConfigOutputTypeDef

RecommendationJobVpcConfigUnionTypeDef#

# RecommendationJobVpcConfigUnionTypeDef definition

RecommendationJobVpcConfigUnionTypeDef = Union[
    RecommendationJobVpcConfigTypeDef,  # (1)
    RecommendationJobVpcConfigOutputTypeDef,  # (2)
]
  1. See RecommendationJobVpcConfigTypeDef
  2. See RecommendationJobVpcConfigOutputTypeDef

S3DataSourceUnionTypeDef#

# S3DataSourceUnionTypeDef definition

S3DataSourceUnionTypeDef = Union[
    S3DataSourceTypeDef,  # (1)
    S3DataSourceOutputTypeDef,  # (2)
]
  1. See S3DataSourceTypeDef
  2. See S3DataSourceOutputTypeDef

TimeSeriesConfigUnionTypeDef#

# TimeSeriesConfigUnionTypeDef definition

TimeSeriesConfigUnionTypeDef = Union[
    TimeSeriesConfigTypeDef,  # (1)
    TimeSeriesConfigOutputTypeDef,  # (2)
]
  1. See TimeSeriesConfigTypeDef
  2. See TimeSeriesConfigOutputTypeDef

TimeSeriesTransformationsUnionTypeDef#

# TimeSeriesTransformationsUnionTypeDef definition

TimeSeriesTransformationsUnionTypeDef = Union[
    TimeSeriesTransformationsTypeDef,  # (1)
    TimeSeriesTransformationsOutputTypeDef,  # (2)
]
  1. See TimeSeriesTransformationsTypeDef
  2. See TimeSeriesTransformationsOutputTypeDef

AutoRollbackConfigUnionTypeDef#

# AutoRollbackConfigUnionTypeDef definition

AutoRollbackConfigUnionTypeDef = Union[
    AutoRollbackConfigTypeDef,  # (1)
    AutoRollbackConfigOutputTypeDef,  # (2)
]
  1. See AutoRollbackConfigTypeDef
  2. See AutoRollbackConfigOutputTypeDef

HyperParameterAlgorithmSpecificationUnionTypeDef#

# HyperParameterAlgorithmSpecificationUnionTypeDef definition

HyperParameterAlgorithmSpecificationUnionTypeDef = Union[
    HyperParameterAlgorithmSpecificationTypeDef,  # (1)
    HyperParameterAlgorithmSpecificationOutputTypeDef,  # (2)
]
  1. See HyperParameterAlgorithmSpecificationTypeDef
  2. See HyperParameterAlgorithmSpecificationOutputTypeDef

CanvasAppSettingsUnionTypeDef#

# CanvasAppSettingsUnionTypeDef definition

CanvasAppSettingsUnionTypeDef = Union[
    CanvasAppSettingsTypeDef,  # (1)
    CanvasAppSettingsOutputTypeDef,  # (2)
]
  1. See CanvasAppSettingsTypeDef
  2. See CanvasAppSettingsOutputTypeDef

KernelGatewayAppSettingsUnionTypeDef#

# KernelGatewayAppSettingsUnionTypeDef definition

KernelGatewayAppSettingsUnionTypeDef = Union[
    KernelGatewayAppSettingsTypeDef,  # (1)
    KernelGatewayAppSettingsOutputTypeDef,  # (2)
]
  1. See KernelGatewayAppSettingsTypeDef
  2. See KernelGatewayAppSettingsOutputTypeDef

RSessionAppSettingsUnionTypeDef#

# RSessionAppSettingsUnionTypeDef definition

RSessionAppSettingsUnionTypeDef = Union[
    RSessionAppSettingsTypeDef,  # (1)
    RSessionAppSettingsOutputTypeDef,  # (2)
]
  1. See RSessionAppSettingsTypeDef
  2. See RSessionAppSettingsOutputTypeDef

JupyterServerAppSettingsUnionTypeDef#

# JupyterServerAppSettingsUnionTypeDef definition

JupyterServerAppSettingsUnionTypeDef = Union[
    JupyterServerAppSettingsTypeDef,  # (1)
    JupyterServerAppSettingsOutputTypeDef,  # (2)
]
  1. See JupyterServerAppSettingsTypeDef
  2. See JupyterServerAppSettingsOutputTypeDef

HyperParameterTuningResourceConfigUnionTypeDef#

# HyperParameterTuningResourceConfigUnionTypeDef definition

HyperParameterTuningResourceConfigUnionTypeDef = Union[
    HyperParameterTuningResourceConfigTypeDef,  # (1)
    HyperParameterTuningResourceConfigOutputTypeDef,  # (2)
]
  1. See HyperParameterTuningResourceConfigTypeDef
  2. See HyperParameterTuningResourceConfigOutputTypeDef

ResourceConfigUnionTypeDef#

# ResourceConfigUnionTypeDef definition

ResourceConfigUnionTypeDef = Union[
    ResourceConfigTypeDef,  # (1)
    ResourceConfigOutputTypeDef,  # (2)
]
  1. See ResourceConfigTypeDef
  2. See ResourceConfigOutputTypeDef

TextGenerationJobConfigUnionTypeDef#

# TextGenerationJobConfigUnionTypeDef definition

TextGenerationJobConfigUnionTypeDef = Union[
    TextGenerationJobConfigTypeDef,  # (1)
    TextGenerationJobConfigOutputTypeDef,  # (2)
]
  1. See TextGenerationJobConfigTypeDef
  2. See TextGenerationJobConfigOutputTypeDef

MonitoringDatasetFormatUnionTypeDef#

# MonitoringDatasetFormatUnionTypeDef definition

MonitoringDatasetFormatUnionTypeDef = Union[
    MonitoringDatasetFormatTypeDef,  # (1)
    MonitoringDatasetFormatOutputTypeDef,  # (2)
]
  1. See MonitoringDatasetFormatTypeDef
  2. See MonitoringDatasetFormatOutputTypeDef

TrafficPatternUnionTypeDef#

# TrafficPatternUnionTypeDef definition

TrafficPatternUnionTypeDef = Union[
    TrafficPatternTypeDef,  # (1)
    TrafficPatternOutputTypeDef,  # (2)
]
  1. See TrafficPatternTypeDef
  2. See TrafficPatternOutputTypeDef

CodeEditorAppSettingsUnionTypeDef#

# CodeEditorAppSettingsUnionTypeDef definition

CodeEditorAppSettingsUnionTypeDef = Union[
    CodeEditorAppSettingsTypeDef,  # (1)
    CodeEditorAppSettingsOutputTypeDef,  # (2)
]
  1. See CodeEditorAppSettingsTypeDef
  2. See CodeEditorAppSettingsOutputTypeDef

AsyncInferenceOutputConfigUnionTypeDef#

# AsyncInferenceOutputConfigUnionTypeDef definition

AsyncInferenceOutputConfigUnionTypeDef = Union[
    AsyncInferenceOutputConfigTypeDef,  # (1)
    AsyncInferenceOutputConfigOutputTypeDef,  # (2)
]
  1. See AsyncInferenceOutputConfigTypeDef
  2. See AsyncInferenceOutputConfigOutputTypeDef

AutoMLCandidateGenerationConfigUnionTypeDef#

# AutoMLCandidateGenerationConfigUnionTypeDef definition

AutoMLCandidateGenerationConfigUnionTypeDef = Union[
    AutoMLCandidateGenerationConfigTypeDef,  # (1)
    AutoMLCandidateGenerationConfigOutputTypeDef,  # (2)
]
  1. See AutoMLCandidateGenerationConfigTypeDef
  2. See AutoMLCandidateGenerationConfigOutputTypeDef

CandidateGenerationConfigUnionTypeDef#

# CandidateGenerationConfigUnionTypeDef definition

CandidateGenerationConfigUnionTypeDef = Union[
    CandidateGenerationConfigTypeDef,  # (1)
    CandidateGenerationConfigOutputTypeDef,  # (2)
]
  1. See CandidateGenerationConfigTypeDef
  2. See CandidateGenerationConfigOutputTypeDef

ParameterRangeUnionTypeDef#

# ParameterRangeUnionTypeDef definition

ParameterRangeUnionTypeDef = Union[
    ParameterRangeTypeDef,  # (1)
    ParameterRangeOutputTypeDef,  # (2)
]
  1. See ParameterRangeTypeDef
  2. See ParameterRangeOutputTypeDef

ParameterRangesUnionTypeDef#

# ParameterRangesUnionTypeDef definition

ParameterRangesUnionTypeDef = Union[
    ParameterRangesTypeDef,  # (1)
    ParameterRangesOutputTypeDef,  # (2)
]
  1. See ParameterRangesTypeDef
  2. See ParameterRangesOutputTypeDef

EnvironmentParameterRangesUnionTypeDef#

# EnvironmentParameterRangesUnionTypeDef definition

EnvironmentParameterRangesUnionTypeDef = Union[
    EnvironmentParameterRangesTypeDef,  # (1)
    EnvironmentParameterRangesOutputTypeDef,  # (2)
]
  1. See EnvironmentParameterRangesTypeDef
  2. See EnvironmentParameterRangesOutputTypeDef

ClarifyExplainerConfigUnionTypeDef#

# ClarifyExplainerConfigUnionTypeDef definition

ClarifyExplainerConfigUnionTypeDef = Union[
    ClarifyExplainerConfigTypeDef,  # (1)
    ClarifyExplainerConfigOutputTypeDef,  # (2)
]
  1. See ClarifyExplainerConfigTypeDef
  2. See ClarifyExplainerConfigOutputTypeDef

AutoMLSecurityConfigUnionTypeDef#

# AutoMLSecurityConfigUnionTypeDef definition

AutoMLSecurityConfigUnionTypeDef = Union[
    AutoMLSecurityConfigTypeDef,  # (1)
    AutoMLSecurityConfigOutputTypeDef,  # (2)
]
  1. See AutoMLSecurityConfigTypeDef
  2. See AutoMLSecurityConfigOutputTypeDef

LabelingJobResourceConfigUnionTypeDef#

# LabelingJobResourceConfigUnionTypeDef definition

LabelingJobResourceConfigUnionTypeDef = Union[
    LabelingJobResourceConfigTypeDef,  # (1)
    LabelingJobResourceConfigOutputTypeDef,  # (2)
]
  1. See LabelingJobResourceConfigTypeDef
  2. See LabelingJobResourceConfigOutputTypeDef

NetworkConfigUnionTypeDef#

# NetworkConfigUnionTypeDef definition

NetworkConfigUnionTypeDef = Union[
    NetworkConfigTypeDef,  # (1)
    NetworkConfigOutputTypeDef,  # (2)
]
  1. See NetworkConfigTypeDef
  2. See NetworkConfigOutputTypeDef

JupyterLabAppSettingsUnionTypeDef#

# JupyterLabAppSettingsUnionTypeDef definition

JupyterLabAppSettingsUnionTypeDef = Union[
    JupyterLabAppSettingsTypeDef,  # (1)
    JupyterLabAppSettingsOutputTypeDef,  # (2)
]
  1. See JupyterLabAppSettingsTypeDef
  2. See JupyterLabAppSettingsOutputTypeDef

StudioWebPortalSettingsUnionTypeDef#

# StudioWebPortalSettingsUnionTypeDef definition

StudioWebPortalSettingsUnionTypeDef = Union[
    StudioWebPortalSettingsTypeDef,  # (1)
    StudioWebPortalSettingsOutputTypeDef,  # (2)
]
  1. See StudioWebPortalSettingsTypeDef
  2. See StudioWebPortalSettingsOutputTypeDef

OptimizationConfigUnionTypeDef#

# OptimizationConfigUnionTypeDef definition

OptimizationConfigUnionTypeDef = Union[
    OptimizationConfigTypeDef,  # (1)
    OptimizationConfigOutputTypeDef,  # (2)
]
  1. See OptimizationConfigTypeDef
  2. See OptimizationConfigOutputTypeDef

MonitoringOutputConfigUnionTypeDef#

# MonitoringOutputConfigUnionTypeDef definition

MonitoringOutputConfigUnionTypeDef = Union[
    MonitoringOutputConfigTypeDef,  # (1)
    MonitoringOutputConfigOutputTypeDef,  # (2)
]
  1. See MonitoringOutputConfigTypeDef
  2. See MonitoringOutputConfigOutputTypeDef

MemberDefinitionUnionTypeDef#

# MemberDefinitionUnionTypeDef definition

MemberDefinitionUnionTypeDef = Union[
    MemberDefinitionTypeDef,  # (1)
    MemberDefinitionOutputTypeDef,  # (2)
]
  1. See MemberDefinitionTypeDef
  2. See MemberDefinitionOutputTypeDef

RecommendationJobContainerConfigUnionTypeDef#

# RecommendationJobContainerConfigUnionTypeDef definition

RecommendationJobContainerConfigUnionTypeDef = Union[
    RecommendationJobContainerConfigTypeDef,  # (1)
    RecommendationJobContainerConfigOutputTypeDef,  # (2)
]
  1. See RecommendationJobContainerConfigTypeDef
  2. See RecommendationJobContainerConfigOutputTypeDef

DataSourceUnionTypeDef#

# DataSourceUnionTypeDef definition

DataSourceUnionTypeDef = Union[
    DataSourceTypeDef,  # (1)
    DataSourceOutputTypeDef,  # (2)
]
  1. See DataSourceTypeDef
  2. See DataSourceOutputTypeDef

SpaceJupyterLabAppSettingsUnionTypeDef#

# SpaceJupyterLabAppSettingsUnionTypeDef definition

SpaceJupyterLabAppSettingsUnionTypeDef = Union[
    SpaceJupyterLabAppSettingsTypeDef,  # (1)
    SpaceJupyterLabAppSettingsOutputTypeDef,  # (2)
]
  1. See SpaceJupyterLabAppSettingsTypeDef
  2. See SpaceJupyterLabAppSettingsOutputTypeDef

ContainerDefinitionUnionTypeDef#

# ContainerDefinitionUnionTypeDef definition

ContainerDefinitionUnionTypeDef = Union[
    ContainerDefinitionTypeDef,  # (1)
    ContainerDefinitionOutputTypeDef,  # (2)
]
  1. See ContainerDefinitionTypeDef
  2. See ContainerDefinitionOutputTypeDef

ModelPackageContainerDefinitionUnionTypeDef#

# ModelPackageContainerDefinitionUnionTypeDef definition

ModelPackageContainerDefinitionUnionTypeDef = Union[
    ModelPackageContainerDefinitionTypeDef,  # (1)
    ModelPackageContainerDefinitionOutputTypeDef,  # (2)
]
  1. See ModelPackageContainerDefinitionTypeDef
  2. See ModelPackageContainerDefinitionOutputTypeDef

BatchTransformInputUnionTypeDef#

# BatchTransformInputUnionTypeDef definition

BatchTransformInputUnionTypeDef = Union[
    BatchTransformInputTypeDef,  # (1)
    BatchTransformInputOutputTypeDef,  # (2)
]
  1. See BatchTransformInputTypeDef
  2. See BatchTransformInputOutputTypeDef

TransformJobDefinitionUnionTypeDef#

# TransformJobDefinitionUnionTypeDef definition

TransformJobDefinitionUnionTypeDef = Union[
    TransformJobDefinitionTypeDef,  # (1)
    TransformJobDefinitionOutputTypeDef,  # (2)
]
  1. See TransformJobDefinitionTypeDef
  2. See TransformJobDefinitionOutputTypeDef

TabularJobConfigUnionTypeDef#

# TabularJobConfigUnionTypeDef definition

TabularJobConfigUnionTypeDef = Union[
    TabularJobConfigTypeDef,  # (1)
    TabularJobConfigOutputTypeDef,  # (2)
]
  1. See TabularJobConfigTypeDef
  2. See TabularJobConfigOutputTypeDef

TimeSeriesForecastingJobConfigUnionTypeDef#

# TimeSeriesForecastingJobConfigUnionTypeDef definition

TimeSeriesForecastingJobConfigUnionTypeDef = Union[
    TimeSeriesForecastingJobConfigTypeDef,  # (1)
    TimeSeriesForecastingJobConfigOutputTypeDef,  # (2)
]
  1. See TimeSeriesForecastingJobConfigTypeDef
  2. See TimeSeriesForecastingJobConfigOutputTypeDef

HyperParameterSpecificationUnionTypeDef#

# HyperParameterSpecificationUnionTypeDef definition

HyperParameterSpecificationUnionTypeDef = Union[
    HyperParameterSpecificationTypeDef,  # (1)
    HyperParameterSpecificationOutputTypeDef,  # (2)
]
  1. See HyperParameterSpecificationTypeDef
  2. See HyperParameterSpecificationOutputTypeDef

EndpointInputConfigurationUnionTypeDef#

# EndpointInputConfigurationUnionTypeDef definition

EndpointInputConfigurationUnionTypeDef = Union[
    EndpointInputConfigurationTypeDef,  # (1)
    EndpointInputConfigurationOutputTypeDef,  # (2)
]
  1. See EndpointInputConfigurationTypeDef
  2. See EndpointInputConfigurationOutputTypeDef

ChannelUnionTypeDef#

# ChannelUnionTypeDef definition

ChannelUnionTypeDef = Union[
    ChannelTypeDef,  # (1)
    ChannelOutputTypeDef,  # (2)
]
  1. See ChannelTypeDef
  2. See ChannelOutputTypeDef

AdditionalInferenceSpecificationDefinitionUnionTypeDef#

# AdditionalInferenceSpecificationDefinitionUnionTypeDef definition

AdditionalInferenceSpecificationDefinitionUnionTypeDef = Union[
    AdditionalInferenceSpecificationDefinitionTypeDef,  # (1)
    AdditionalInferenceSpecificationDefinitionOutputTypeDef,  # (2)
]
  1. See AdditionalInferenceSpecificationDefinitionTypeDef
  2. See AdditionalInferenceSpecificationDefinitionOutputTypeDef

MonitoringInputUnionTypeDef#

# MonitoringInputUnionTypeDef definition

MonitoringInputUnionTypeDef = Union[
    MonitoringInputTypeDef,  # (1)
    MonitoringInputOutputTypeDef,  # (2)
]
  1. See MonitoringInputTypeDef
  2. See MonitoringInputOutputTypeDef

ModelPackageValidationProfileUnionTypeDef#

# ModelPackageValidationProfileUnionTypeDef definition

ModelPackageValidationProfileUnionTypeDef = Union[
    ModelPackageValidationProfileTypeDef,  # (1)
    ModelPackageValidationProfileOutputTypeDef,  # (2)
]
  1. See ModelPackageValidationProfileTypeDef
  2. See ModelPackageValidationProfileOutputTypeDef

HyperParameterTrainingJobDefinitionUnionTypeDef#

# HyperParameterTrainingJobDefinitionUnionTypeDef definition

HyperParameterTrainingJobDefinitionUnionTypeDef = Union[
    HyperParameterTrainingJobDefinitionTypeDef,  # (1)
    HyperParameterTrainingJobDefinitionOutputTypeDef,  # (2)
]
  1. See HyperParameterTrainingJobDefinitionTypeDef
  2. See HyperParameterTrainingJobDefinitionOutputTypeDef

TrainingJobDefinitionUnionTypeDef#

# TrainingJobDefinitionUnionTypeDef definition

TrainingJobDefinitionUnionTypeDef = Union[
    TrainingJobDefinitionTypeDef,  # (1)
    TrainingJobDefinitionOutputTypeDef,  # (2)
]
  1. See TrainingJobDefinitionTypeDef
  2. See TrainingJobDefinitionOutputTypeDef

MonitoringJobDefinitionUnionTypeDef#

# MonitoringJobDefinitionUnionTypeDef definition

MonitoringJobDefinitionUnionTypeDef = Union[
    MonitoringJobDefinitionTypeDef,  # (1)
    MonitoringJobDefinitionOutputTypeDef,  # (2)
]
  1. See MonitoringJobDefinitionTypeDef
  2. See MonitoringJobDefinitionOutputTypeDef

AlgorithmValidationProfileUnionTypeDef#

# AlgorithmValidationProfileUnionTypeDef definition

AlgorithmValidationProfileUnionTypeDef = Union[
    AlgorithmValidationProfileTypeDef,  # (1)
    AlgorithmValidationProfileOutputTypeDef,  # (2)
]
  1. See AlgorithmValidationProfileTypeDef
  2. See AlgorithmValidationProfileOutputTypeDef

ActionSourceTypeDef#

# ActionSourceTypeDef definition

class ActionSourceTypeDef(TypedDict):
    SourceUri: str,
    SourceType: NotRequired[str],
    SourceId: NotRequired[str],

AddAssociationRequestRequestTypeDef#

# AddAssociationRequestRequestTypeDef definition

class AddAssociationRequestRequestTypeDef(TypedDict):
    SourceArn: str,
    DestinationArn: str,
    AssociationType: NotRequired[AssociationEdgeTypeType],  # (1)
  1. See AssociationEdgeTypeType

ResponseMetadataTypeDef#

# ResponseMetadataTypeDef definition

class ResponseMetadataTypeDef(TypedDict):
    RequestId: str,
    HTTPStatusCode: int,
    HTTPHeaders: dict[str, str],
    RetryAttempts: int,
    HostId: NotRequired[str],

TagTypeDef#

# TagTypeDef definition

class TagTypeDef(TypedDict):
    Key: str,
    Value: str,

AdditionalS3DataSourceTypeDef#

# AdditionalS3DataSourceTypeDef definition

class AdditionalS3DataSourceTypeDef(TypedDict):
    S3DataType: AdditionalS3DataSourceDataTypeType,  # (1)
    S3Uri: str,
    CompressionType: NotRequired[CompressionTypeType],  # (2)
  1. See AdditionalS3DataSourceDataTypeType
  2. See CompressionTypeType

AgentVersionTypeDef#

# AgentVersionTypeDef definition

class AgentVersionTypeDef(TypedDict):
    Version: str,
    AgentCount: int,

AlarmTypeDef#

# AlarmTypeDef definition

class AlarmTypeDef(TypedDict):
    AlarmName: NotRequired[str],

MetricDefinitionTypeDef#

# MetricDefinitionTypeDef definition

class MetricDefinitionTypeDef(TypedDict):
    Name: str,
    Regex: str,

AlgorithmStatusItemTypeDef#

# AlgorithmStatusItemTypeDef definition

class AlgorithmStatusItemTypeDef(TypedDict):
    Name: str,
    Status: DetailedAlgorithmStatusType,  # (1)
    FailureReason: NotRequired[str],
  1. See DetailedAlgorithmStatusType

AlgorithmSummaryTypeDef#

# AlgorithmSummaryTypeDef definition

class AlgorithmSummaryTypeDef(TypedDict):
    AlgorithmName: str,
    AlgorithmArn: str,
    CreationTime: datetime,
    AlgorithmStatus: AlgorithmStatusType,  # (1)
    AlgorithmDescription: NotRequired[str],
  1. See AlgorithmStatusType

AmazonQSettingsTypeDef#

# AmazonQSettingsTypeDef definition

class AmazonQSettingsTypeDef(TypedDict):
    Status: NotRequired[FeatureStatusType],  # (1)
    QProfileArn: NotRequired[str],
  1. See FeatureStatusType

AnnotationConsolidationConfigTypeDef#

# AnnotationConsolidationConfigTypeDef definition

class AnnotationConsolidationConfigTypeDef(TypedDict):
    AnnotationConsolidationLambdaArn: str,

ResourceSpecTypeDef#

# ResourceSpecTypeDef definition

class ResourceSpecTypeDef(TypedDict):
    SageMakerImageArn: NotRequired[str],
    SageMakerImageVersionArn: NotRequired[str],
    SageMakerImageVersionAlias: NotRequired[str],
    InstanceType: NotRequired[AppInstanceTypeType],  # (1)
    LifecycleConfigArn: NotRequired[str],
  1. See AppInstanceTypeType

IdleSettingsTypeDef#

# IdleSettingsTypeDef definition

class IdleSettingsTypeDef(TypedDict):
    LifecycleManagement: NotRequired[LifecycleManagementType],  # (1)
    IdleTimeoutInMinutes: NotRequired[int],
    MinIdleTimeoutInMinutes: NotRequired[int],
    MaxIdleTimeoutInMinutes: NotRequired[int],
  1. See LifecycleManagementType

AppSpecificationOutputTypeDef#

# AppSpecificationOutputTypeDef definition

class AppSpecificationOutputTypeDef(TypedDict):
    ImageUri: str,
    ContainerEntrypoint: NotRequired[list[str]],
    ContainerArguments: NotRequired[list[str]],

AppSpecificationTypeDef#

# AppSpecificationTypeDef definition

class AppSpecificationTypeDef(TypedDict):
    ImageUri: str,
    ContainerEntrypoint: NotRequired[Sequence[str]],
    ContainerArguments: NotRequired[Sequence[str]],

ArtifactSourceTypeTypeDef#

# ArtifactSourceTypeTypeDef definition

class ArtifactSourceTypeTypeDef(TypedDict):
    SourceIdType: ArtifactSourceIdTypeType,  # (1)
    Value: str,
  1. See ArtifactSourceIdTypeType

AssociateTrialComponentRequestRequestTypeDef#

# AssociateTrialComponentRequestRequestTypeDef definition

class AssociateTrialComponentRequestRequestTypeDef(TypedDict):
    TrialComponentName: str,
    TrialName: str,

AsyncInferenceClientConfigTypeDef#

# AsyncInferenceClientConfigTypeDef definition

class AsyncInferenceClientConfigTypeDef(TypedDict):
    MaxConcurrentInvocationsPerInstance: NotRequired[int],

AsyncInferenceNotificationConfigOutputTypeDef#

# AsyncInferenceNotificationConfigOutputTypeDef definition

class AsyncInferenceNotificationConfigOutputTypeDef(TypedDict):
    SuccessTopic: NotRequired[str],
    ErrorTopic: NotRequired[str],
    IncludeInferenceResponseIn: NotRequired[list[AsyncNotificationTopicTypesType]],  # (1)
  1. See AsyncNotificationTopicTypesType

AsyncInferenceNotificationConfigTypeDef#

# AsyncInferenceNotificationConfigTypeDef definition

class AsyncInferenceNotificationConfigTypeDef(TypedDict):
    SuccessTopic: NotRequired[str],
    ErrorTopic: NotRequired[str],
    IncludeInferenceResponseIn: NotRequired[Sequence[AsyncNotificationTopicTypesType]],  # (1)
  1. See AsyncNotificationTopicTypesType

AthenaDatasetDefinitionTypeDef#

# AthenaDatasetDefinitionTypeDef definition

class AthenaDatasetDefinitionTypeDef(TypedDict):
    Catalog: str,
    Database: str,
    QueryString: str,
    OutputS3Uri: str,
    OutputFormat: AthenaResultFormatType,  # (1)
    WorkGroup: NotRequired[str],
    KmsKeyId: NotRequired[str],
    OutputCompression: NotRequired[AthenaResultCompressionTypeType],  # (2)
  1. See AthenaResultFormatType
  2. See AthenaResultCompressionTypeType

AutoMLAlgorithmConfigOutputTypeDef#

# AutoMLAlgorithmConfigOutputTypeDef definition

class AutoMLAlgorithmConfigOutputTypeDef(TypedDict):
    AutoMLAlgorithms: list[AutoMLAlgorithmType],  # (1)
  1. See AutoMLAlgorithmType

AutoMLAlgorithmConfigTypeDef#

# AutoMLAlgorithmConfigTypeDef definition

class AutoMLAlgorithmConfigTypeDef(TypedDict):
    AutoMLAlgorithms: Sequence[AutoMLAlgorithmType],  # (1)
  1. See AutoMLAlgorithmType

AutoMLCandidateStepTypeDef#

# AutoMLCandidateStepTypeDef definition

class AutoMLCandidateStepTypeDef(TypedDict):
    CandidateStepType: CandidateStepTypeType,  # (1)
    CandidateStepArn: str,
    CandidateStepName: str,
  1. See CandidateStepTypeType

AutoMLContainerDefinitionTypeDef#

# AutoMLContainerDefinitionTypeDef definition

class AutoMLContainerDefinitionTypeDef(TypedDict):
    Image: str,
    ModelDataUrl: str,
    Environment: NotRequired[dict[str, str]],

FinalAutoMLJobObjectiveMetricTypeDef#

# FinalAutoMLJobObjectiveMetricTypeDef definition

class FinalAutoMLJobObjectiveMetricTypeDef(TypedDict):
    MetricName: AutoMLMetricEnumType,  # (2)
    Value: float,
    Type: NotRequired[AutoMLJobObjectiveTypeType],  # (1)
    StandardMetricName: NotRequired[AutoMLMetricEnumType],  # (2)
  1. See AutoMLJobObjectiveTypeType
  2. See AutoMLMetricEnumType
  3. See AutoMLMetricEnumType

EmrServerlessComputeConfigTypeDef#

# EmrServerlessComputeConfigTypeDef definition

class EmrServerlessComputeConfigTypeDef(TypedDict):
    ExecutionRoleARN: str,

AutoMLS3DataSourceTypeDef#

# AutoMLS3DataSourceTypeDef definition

class AutoMLS3DataSourceTypeDef(TypedDict):
    S3DataType: AutoMLS3DataTypeType,  # (1)
    S3Uri: str,
  1. See AutoMLS3DataTypeType

AutoMLDataSplitConfigTypeDef#

# AutoMLDataSplitConfigTypeDef definition

class AutoMLDataSplitConfigTypeDef(TypedDict):
    ValidationFraction: NotRequired[float],

AutoMLJobArtifactsTypeDef#

# AutoMLJobArtifactsTypeDef definition

class AutoMLJobArtifactsTypeDef(TypedDict):
    CandidateDefinitionNotebookLocation: NotRequired[str],
    DataExplorationNotebookLocation: NotRequired[str],

AutoMLJobCompletionCriteriaTypeDef#

# AutoMLJobCompletionCriteriaTypeDef definition

class AutoMLJobCompletionCriteriaTypeDef(TypedDict):
    MaxCandidates: NotRequired[int],
    MaxRuntimePerTrainingJobInSeconds: NotRequired[int],
    MaxAutoMLJobRuntimeInSeconds: NotRequired[int],

AutoMLJobObjectiveTypeDef#

# AutoMLJobObjectiveTypeDef definition

class AutoMLJobObjectiveTypeDef(TypedDict):
    MetricName: AutoMLMetricEnumType,  # (1)
  1. See AutoMLMetricEnumType

AutoMLJobStepMetadataTypeDef#

# AutoMLJobStepMetadataTypeDef definition

class AutoMLJobStepMetadataTypeDef(TypedDict):
    Arn: NotRequired[str],

AutoMLPartialFailureReasonTypeDef#

# AutoMLPartialFailureReasonTypeDef definition

class AutoMLPartialFailureReasonTypeDef(TypedDict):
    PartialFailureMessage: NotRequired[str],

AutoMLOutputDataConfigTypeDef#

# AutoMLOutputDataConfigTypeDef definition

class AutoMLOutputDataConfigTypeDef(TypedDict):
    S3OutputPath: str,
    KmsKeyId: NotRequired[str],

TabularResolvedAttributesTypeDef#

# TabularResolvedAttributesTypeDef definition

class TabularResolvedAttributesTypeDef(TypedDict):
    ProblemType: NotRequired[ProblemTypeType],  # (1)
  1. See ProblemTypeType

TextGenerationResolvedAttributesTypeDef#

# TextGenerationResolvedAttributesTypeDef definition

class TextGenerationResolvedAttributesTypeDef(TypedDict):
    BaseModelName: NotRequired[str],

VpcConfigOutputTypeDef#

# VpcConfigOutputTypeDef definition

class VpcConfigOutputTypeDef(TypedDict):
    SecurityGroupIds: list[str],
    Subnets: list[str],

AutoParameterTypeDef#

# AutoParameterTypeDef definition

class AutoParameterTypeDef(TypedDict):
    Name: str,
    ValueHint: str,

AutotuneTypeDef#

# AutotuneTypeDef definition

class AutotuneTypeDef(TypedDict):
    Mode: AutotuneModeType,  # (1)
  1. See AutotuneModeType

BatchDataCaptureConfigTypeDef#

# BatchDataCaptureConfigTypeDef definition

class BatchDataCaptureConfigTypeDef(TypedDict):
    DestinationS3Uri: str,
    KmsKeyId: NotRequired[str],
    GenerateInferenceId: NotRequired[bool],

BatchDeleteClusterNodesErrorTypeDef#

# BatchDeleteClusterNodesErrorTypeDef definition

class BatchDeleteClusterNodesErrorTypeDef(TypedDict):
    Code: BatchDeleteClusterNodesErrorCodeType,  # (1)
    Message: str,
    NodeId: str,
  1. See BatchDeleteClusterNodesErrorCodeType

BatchDeleteClusterNodesRequestRequestTypeDef#

# BatchDeleteClusterNodesRequestRequestTypeDef definition

class BatchDeleteClusterNodesRequestRequestTypeDef(TypedDict):
    ClusterName: str,
    NodeIds: Sequence[str],

BatchDescribeModelPackageErrorTypeDef#

# BatchDescribeModelPackageErrorTypeDef definition

class BatchDescribeModelPackageErrorTypeDef(TypedDict):
    ErrorCode: str,
    ErrorResponse: str,

BatchDescribeModelPackageInputRequestTypeDef#

# BatchDescribeModelPackageInputRequestTypeDef definition

class BatchDescribeModelPackageInputRequestTypeDef(TypedDict):
    ModelPackageArnList: Sequence[str],

BestObjectiveNotImprovingTypeDef#

# BestObjectiveNotImprovingTypeDef definition

class BestObjectiveNotImprovingTypeDef(TypedDict):
    MaxNumberOfTrainingJobsNotImproving: NotRequired[int],

MetricsSourceTypeDef#

# MetricsSourceTypeDef definition

class MetricsSourceTypeDef(TypedDict):
    ContentType: str,
    S3Uri: str,
    ContentDigest: NotRequired[str],

CacheHitResultTypeDef#

# CacheHitResultTypeDef definition

class CacheHitResultTypeDef(TypedDict):
    SourcePipelineExecutionArn: NotRequired[str],

OutputParameterTypeDef#

# OutputParameterTypeDef definition

class OutputParameterTypeDef(TypedDict):
    Name: str,
    Value: str,

CandidateArtifactLocationsTypeDef#

# CandidateArtifactLocationsTypeDef definition

class CandidateArtifactLocationsTypeDef(TypedDict):
    Explainability: str,
    ModelInsights: NotRequired[str],
    BacktestResults: NotRequired[str],

MetricDatumTypeDef#

# MetricDatumTypeDef definition

class MetricDatumTypeDef(TypedDict):
    MetricName: NotRequired[AutoMLMetricEnumType],  # (1)
    Value: NotRequired[float],
    Set: NotRequired[MetricSetSourceType],  # (2)
    StandardMetricName: NotRequired[AutoMLMetricExtendedEnumType],  # (3)
  1. See AutoMLMetricEnumType
  2. See MetricSetSourceType
  3. See AutoMLMetricExtendedEnumType

DirectDeploySettingsTypeDef#

# DirectDeploySettingsTypeDef definition

class DirectDeploySettingsTypeDef(TypedDict):
    Status: NotRequired[FeatureStatusType],  # (1)
  1. See FeatureStatusType

EmrServerlessSettingsTypeDef#

# EmrServerlessSettingsTypeDef definition

class EmrServerlessSettingsTypeDef(TypedDict):
    ExecutionRoleArn: NotRequired[str],
    Status: NotRequired[FeatureStatusType],  # (1)
  1. See FeatureStatusType

GenerativeAiSettingsTypeDef#

# GenerativeAiSettingsTypeDef definition

class GenerativeAiSettingsTypeDef(TypedDict):
    AmazonBedrockRoleArn: NotRequired[str],

IdentityProviderOAuthSettingTypeDef#

# IdentityProviderOAuthSettingTypeDef definition

class IdentityProviderOAuthSettingTypeDef(TypedDict):
    DataSourceName: NotRequired[DataSourceNameType],  # (1)
    Status: NotRequired[FeatureStatusType],  # (2)
    SecretArn: NotRequired[str],
  1. See DataSourceNameType
  2. See FeatureStatusType

KendraSettingsTypeDef#

# KendraSettingsTypeDef definition

class KendraSettingsTypeDef(TypedDict):
    Status: NotRequired[FeatureStatusType],  # (1)
  1. See FeatureStatusType

ModelRegisterSettingsTypeDef#

# ModelRegisterSettingsTypeDef definition

class ModelRegisterSettingsTypeDef(TypedDict):
    Status: NotRequired[FeatureStatusType],  # (1)
    CrossAccountModelRegisterRoleArn: NotRequired[str],
  1. See FeatureStatusType

TimeSeriesForecastingSettingsTypeDef#

# TimeSeriesForecastingSettingsTypeDef definition

class TimeSeriesForecastingSettingsTypeDef(TypedDict):
    Status: NotRequired[FeatureStatusType],  # (1)
    AmazonForecastRoleArn: NotRequired[str],
  1. See FeatureStatusType

WorkspaceSettingsTypeDef#

# WorkspaceSettingsTypeDef definition

class WorkspaceSettingsTypeDef(TypedDict):
    S3ArtifactPath: NotRequired[str],
    S3KmsKeyId: NotRequired[str],

CapacitySizeTypeDef#

# CapacitySizeTypeDef definition

class CapacitySizeTypeDef(TypedDict):
    Type: CapacitySizeTypeType,  # (1)
    Value: int,
  1. See CapacitySizeTypeType

CaptureContentTypeHeaderOutputTypeDef#

# CaptureContentTypeHeaderOutputTypeDef definition

class CaptureContentTypeHeaderOutputTypeDef(TypedDict):
    CsvContentTypes: NotRequired[list[str]],
    JsonContentTypes: NotRequired[list[str]],

CaptureContentTypeHeaderTypeDef#

# CaptureContentTypeHeaderTypeDef definition

class CaptureContentTypeHeaderTypeDef(TypedDict):
    CsvContentTypes: NotRequired[Sequence[str]],
    JsonContentTypes: NotRequired[Sequence[str]],

CaptureOptionTypeDef#

# CaptureOptionTypeDef definition

class CaptureOptionTypeDef(TypedDict):
    CaptureMode: CaptureModeType,  # (1)
  1. See CaptureModeType

CategoricalParameterOutputTypeDef#

# CategoricalParameterOutputTypeDef definition

class CategoricalParameterOutputTypeDef(TypedDict):
    Name: str,
    Value: list[str],

CategoricalParameterRangeOutputTypeDef#

# CategoricalParameterRangeOutputTypeDef definition

class CategoricalParameterRangeOutputTypeDef(TypedDict):
    Name: str,
    Values: list[str],

CategoricalParameterRangeSpecificationOutputTypeDef#

# CategoricalParameterRangeSpecificationOutputTypeDef definition

class CategoricalParameterRangeSpecificationOutputTypeDef(TypedDict):
    Values: list[str],

CategoricalParameterRangeSpecificationTypeDef#

# CategoricalParameterRangeSpecificationTypeDef definition

class CategoricalParameterRangeSpecificationTypeDef(TypedDict):
    Values: Sequence[str],

CategoricalParameterRangeTypeDef#

# CategoricalParameterRangeTypeDef definition

class CategoricalParameterRangeTypeDef(TypedDict):
    Name: str,
    Values: Sequence[str],

CategoricalParameterTypeDef#

# CategoricalParameterTypeDef definition

class CategoricalParameterTypeDef(TypedDict):
    Name: str,
    Value: Sequence[str],

ShuffleConfigTypeDef#

# ShuffleConfigTypeDef definition

class ShuffleConfigTypeDef(TypedDict):
    Seed: int,

ChannelSpecificationOutputTypeDef#

# ChannelSpecificationOutputTypeDef definition

class ChannelSpecificationOutputTypeDef(TypedDict):
    Name: str,
    SupportedContentTypes: list[str],
    SupportedInputModes: list[TrainingInputModeType],  # (2)
    Description: NotRequired[str],
    IsRequired: NotRequired[bool],
    SupportedCompressionTypes: NotRequired[list[CompressionTypeType]],  # (1)
  1. See CompressionTypeType
  2. See TrainingInputModeType

ChannelSpecificationTypeDef#

# ChannelSpecificationTypeDef definition

class ChannelSpecificationTypeDef(TypedDict):
    Name: str,
    SupportedContentTypes: Sequence[str],
    SupportedInputModes: Sequence[TrainingInputModeType],  # (2)
    Description: NotRequired[str],
    IsRequired: NotRequired[bool],
    SupportedCompressionTypes: NotRequired[Sequence[CompressionTypeType]],  # (1)
  1. See CompressionTypeType
  2. See TrainingInputModeType

CheckpointConfigTypeDef#

# CheckpointConfigTypeDef definition

class CheckpointConfigTypeDef(TypedDict):
    S3Uri: str,
    LocalPath: NotRequired[str],

ClarifyCheckStepMetadataTypeDef#

# ClarifyCheckStepMetadataTypeDef definition

class ClarifyCheckStepMetadataTypeDef(TypedDict):
    CheckType: NotRequired[str],
    BaselineUsedForDriftCheckConstraints: NotRequired[str],
    CalculatedBaselineConstraints: NotRequired[str],
    ModelPackageGroupName: NotRequired[str],
    ViolationReport: NotRequired[str],
    CheckJobArn: NotRequired[str],
    SkipCheck: NotRequired[bool],
    RegisterNewBaseline: NotRequired[bool],

ClarifyInferenceConfigOutputTypeDef#

# ClarifyInferenceConfigOutputTypeDef definition

class ClarifyInferenceConfigOutputTypeDef(TypedDict):
    FeaturesAttribute: NotRequired[str],
    ContentTemplate: NotRequired[str],
    MaxRecordCount: NotRequired[int],
    MaxPayloadInMB: NotRequired[int],
    ProbabilityIndex: NotRequired[int],
    LabelIndex: NotRequired[int],
    ProbabilityAttribute: NotRequired[str],
    LabelAttribute: NotRequired[str],
    LabelHeaders: NotRequired[list[str]],
    FeatureHeaders: NotRequired[list[str]],
    FeatureTypes: NotRequired[list[ClarifyFeatureTypeType]],  # (1)
  1. See ClarifyFeatureTypeType

ClarifyInferenceConfigTypeDef#

# ClarifyInferenceConfigTypeDef definition

class ClarifyInferenceConfigTypeDef(TypedDict):
    FeaturesAttribute: NotRequired[str],
    ContentTemplate: NotRequired[str],
    MaxRecordCount: NotRequired[int],
    MaxPayloadInMB: NotRequired[int],
    ProbabilityIndex: NotRequired[int],
    LabelIndex: NotRequired[int],
    ProbabilityAttribute: NotRequired[str],
    LabelAttribute: NotRequired[str],
    LabelHeaders: NotRequired[Sequence[str]],
    FeatureHeaders: NotRequired[Sequence[str]],
    FeatureTypes: NotRequired[Sequence[ClarifyFeatureTypeType]],  # (1)
  1. See ClarifyFeatureTypeType

ClarifyShapBaselineConfigTypeDef#

# ClarifyShapBaselineConfigTypeDef definition

class ClarifyShapBaselineConfigTypeDef(TypedDict):
    MimeType: NotRequired[str],
    ShapBaseline: NotRequired[str],
    ShapBaselineUri: NotRequired[str],

ClarifyTextConfigTypeDef#

# ClarifyTextConfigTypeDef definition

class ClarifyTextConfigTypeDef(TypedDict):
    Language: ClarifyTextLanguageType,  # (1)
    Granularity: ClarifyTextGranularityType,  # (2)
  1. See ClarifyTextLanguageType
  2. See ClarifyTextGranularityType

ClusterEbsVolumeConfigTypeDef#

# ClusterEbsVolumeConfigTypeDef definition

class ClusterEbsVolumeConfigTypeDef(TypedDict):
    VolumeSizeInGB: int,

ClusterLifeCycleConfigTypeDef#

# ClusterLifeCycleConfigTypeDef definition

class ClusterLifeCycleConfigTypeDef(TypedDict):
    SourceS3Uri: str,
    OnCreate: str,

ClusterInstancePlacementTypeDef#

# ClusterInstancePlacementTypeDef definition

class ClusterInstancePlacementTypeDef(TypedDict):
    AvailabilityZone: NotRequired[str],
    AvailabilityZoneId: NotRequired[str],

ClusterInstanceStatusDetailsTypeDef#

# ClusterInstanceStatusDetailsTypeDef definition

class ClusterInstanceStatusDetailsTypeDef(TypedDict):
    Status: ClusterInstanceStatusType,  # (1)
    Message: NotRequired[str],
  1. See ClusterInstanceStatusType

ClusterOrchestratorEksConfigTypeDef#

# ClusterOrchestratorEksConfigTypeDef definition

class ClusterOrchestratorEksConfigTypeDef(TypedDict):
    ClusterArn: str,

ClusterSchedulerConfigSummaryTypeDef#

# ClusterSchedulerConfigSummaryTypeDef definition

class ClusterSchedulerConfigSummaryTypeDef(TypedDict):
    ClusterSchedulerConfigArn: str,
    ClusterSchedulerConfigId: str,
    Name: str,
    CreationTime: datetime,
    Status: SchedulerResourceStatusType,  # (1)
    ClusterSchedulerConfigVersion: NotRequired[int],
    LastModifiedTime: NotRequired[datetime],
    ClusterArn: NotRequired[str],
  1. See SchedulerResourceStatusType

ClusterSummaryTypeDef#

# ClusterSummaryTypeDef definition

class ClusterSummaryTypeDef(TypedDict):
    ClusterArn: str,
    ClusterName: str,
    CreationTime: datetime,
    ClusterStatus: ClusterStatusType,  # (1)
    TrainingPlanArns: NotRequired[list[str]],
  1. See ClusterStatusType

ContainerConfigOutputTypeDef#

# ContainerConfigOutputTypeDef definition

class ContainerConfigOutputTypeDef(TypedDict):
    ContainerArguments: NotRequired[list[str]],
    ContainerEntrypoint: NotRequired[list[str]],
    ContainerEnvironmentVariables: NotRequired[dict[str, str]],

FileSystemConfigTypeDef#

# FileSystemConfigTypeDef definition

class FileSystemConfigTypeDef(TypedDict):
    MountPath: NotRequired[str],
    DefaultUid: NotRequired[int],
    DefaultGid: NotRequired[int],

CustomImageTypeDef#

# CustomImageTypeDef definition

class CustomImageTypeDef(TypedDict):
    ImageName: str,
    AppImageConfigName: str,
    ImageVersionNumber: NotRequired[int],

GitConfigTypeDef#

# GitConfigTypeDef definition

class GitConfigTypeDef(TypedDict):
    RepositoryUrl: str,
    Branch: NotRequired[str],
    SecretArn: NotRequired[str],

CodeRepositoryTypeDef#

# CodeRepositoryTypeDef definition

class CodeRepositoryTypeDef(TypedDict):
    RepositoryUrl: str,

CognitoConfigTypeDef#

# CognitoConfigTypeDef definition

class CognitoConfigTypeDef(TypedDict):
    UserPool: str,
    ClientId: str,

CognitoMemberDefinitionTypeDef#

# CognitoMemberDefinitionTypeDef definition

class CognitoMemberDefinitionTypeDef(TypedDict):
    UserPool: str,
    UserGroup: str,
    ClientId: str,

VectorConfigTypeDef#

# VectorConfigTypeDef definition

class VectorConfigTypeDef(TypedDict):
    Dimension: int,

CollectionConfigurationOutputTypeDef#

# CollectionConfigurationOutputTypeDef definition

class CollectionConfigurationOutputTypeDef(TypedDict):
    CollectionName: NotRequired[str],
    CollectionParameters: NotRequired[dict[str, str]],

CollectionConfigurationTypeDef#

# CollectionConfigurationTypeDef definition

class CollectionConfigurationTypeDef(TypedDict):
    CollectionName: NotRequired[str],
    CollectionParameters: NotRequired[Mapping[str, str]],

CompilationJobSummaryTypeDef#

# CompilationJobSummaryTypeDef definition

class CompilationJobSummaryTypeDef(TypedDict):
    CompilationJobName: str,
    CompilationJobArn: str,
    CreationTime: datetime,
    CompilationJobStatus: CompilationJobStatusType,  # (5)
    CompilationStartTime: NotRequired[datetime],
    CompilationEndTime: NotRequired[datetime],
    CompilationTargetDevice: NotRequired[TargetDeviceType],  # (1)
    CompilationTargetPlatformOs: NotRequired[TargetPlatformOsType],  # (2)
    CompilationTargetPlatformArch: NotRequired[TargetPlatformArchType],  # (3)
    CompilationTargetPlatformAccelerator: NotRequired[TargetPlatformAcceleratorType],  # (4)
    LastModifiedTime: NotRequired[datetime],
  1. See TargetDeviceType
  2. See TargetPlatformOsType
  3. See TargetPlatformArchType
  4. See TargetPlatformAcceleratorType
  5. See CompilationJobStatusType

ComputeQuotaResourceConfigTypeDef#

# ComputeQuotaResourceConfigTypeDef definition

class ComputeQuotaResourceConfigTypeDef(TypedDict):
    InstanceType: ClusterInstanceTypeType,  # (1)
    Count: int,
  1. See ClusterInstanceTypeType

ResourceSharingConfigTypeDef#

# ResourceSharingConfigTypeDef definition

class ResourceSharingConfigTypeDef(TypedDict):
    Strategy: ResourceSharingStrategyType,  # (1)
    BorrowLimit: NotRequired[int],
  1. See ResourceSharingStrategyType

ComputeQuotaTargetTypeDef#

# ComputeQuotaTargetTypeDef definition

class ComputeQuotaTargetTypeDef(TypedDict):
    TeamName: str,
    FairShareWeight: NotRequired[int],

ConditionStepMetadataTypeDef#

# ConditionStepMetadataTypeDef definition

class ConditionStepMetadataTypeDef(TypedDict):
    Outcome: NotRequired[ConditionOutcomeType],  # (1)
  1. See ConditionOutcomeType

ContainerConfigTypeDef#

# ContainerConfigTypeDef definition

class ContainerConfigTypeDef(TypedDict):
    ContainerArguments: NotRequired[Sequence[str]],
    ContainerEntrypoint: NotRequired[Sequence[str]],
    ContainerEnvironmentVariables: NotRequired[Mapping[str, str]],

MultiModelConfigTypeDef#

# MultiModelConfigTypeDef definition

class MultiModelConfigTypeDef(TypedDict):
    ModelCacheSetting: NotRequired[ModelCacheSettingType],  # (1)
  1. See ModelCacheSettingType

ContextSourceTypeDef#

# ContextSourceTypeDef definition

class ContextSourceTypeDef(TypedDict):
    SourceUri: str,
    SourceType: NotRequired[str],
    SourceId: NotRequired[str],

ContinuousParameterRangeSpecificationTypeDef#

# ContinuousParameterRangeSpecificationTypeDef definition

class ContinuousParameterRangeSpecificationTypeDef(TypedDict):
    MinValue: str,
    MaxValue: str,

ContinuousParameterRangeTypeDef#

# ContinuousParameterRangeTypeDef definition

class ContinuousParameterRangeTypeDef(TypedDict):
    Name: str,
    MinValue: str,
    MaxValue: str,
    ScalingType: NotRequired[HyperParameterScalingTypeType],  # (1)
  1. See HyperParameterScalingTypeType

ConvergenceDetectedTypeDef#

# ConvergenceDetectedTypeDef definition

class ConvergenceDetectedTypeDef(TypedDict):
    CompleteOnConvergence: NotRequired[CompleteOnConvergenceType],  # (1)
  1. See CompleteOnConvergenceType

MetadataPropertiesTypeDef#

# MetadataPropertiesTypeDef definition

class MetadataPropertiesTypeDef(TypedDict):
    CommitId: NotRequired[str],
    Repository: NotRequired[str],
    GeneratedBy: NotRequired[str],
    ProjectId: NotRequired[str],

ModelDeployConfigTypeDef#

# ModelDeployConfigTypeDef definition

class ModelDeployConfigTypeDef(TypedDict):
    AutoGenerateEndpointName: NotRequired[bool],
    EndpointName: NotRequired[str],

VpcConfigTypeDef#

# VpcConfigTypeDef definition

class VpcConfigTypeDef(TypedDict):
    SecurityGroupIds: Sequence[str],
    Subnets: Sequence[str],

InputConfigTypeDef#

# InputConfigTypeDef definition

class InputConfigTypeDef(TypedDict):
    S3Uri: str,
    Framework: FrameworkType,  # (1)
    DataInputConfig: NotRequired[str],
    FrameworkVersion: NotRequired[str],
  1. See FrameworkType

NeoVpcConfigTypeDef#

# NeoVpcConfigTypeDef definition

class NeoVpcConfigTypeDef(TypedDict):
    SecurityGroupIds: Sequence[str],
    Subnets: Sequence[str],

StoppingConditionTypeDef#

# StoppingConditionTypeDef definition

class StoppingConditionTypeDef(TypedDict):
    MaxRuntimeInSeconds: NotRequired[int],
    MaxWaitTimeInSeconds: NotRequired[int],
    MaxPendingTimeInSeconds: NotRequired[int],

DataQualityAppSpecificationTypeDef#

# DataQualityAppSpecificationTypeDef definition

class DataQualityAppSpecificationTypeDef(TypedDict):
    ImageUri: str,
    ContainerEntrypoint: NotRequired[Sequence[str]],
    ContainerArguments: NotRequired[Sequence[str]],
    RecordPreprocessorSourceUri: NotRequired[str],
    PostAnalyticsProcessorSourceUri: NotRequired[str],
    Environment: NotRequired[Mapping[str, str]],

MonitoringStoppingConditionTypeDef#

# MonitoringStoppingConditionTypeDef definition

class MonitoringStoppingConditionTypeDef(TypedDict):
    MaxRuntimeInSeconds: int,

EdgeOutputConfigTypeDef#

# EdgeOutputConfigTypeDef definition

class EdgeOutputConfigTypeDef(TypedDict):
    S3OutputLocation: str,
    KmsKeyId: NotRequired[str],
    PresetDeploymentType: NotRequired[EdgePresetDeploymentTypeType],  # (1)
    PresetDeploymentConfig: NotRequired[str],
  1. See EdgePresetDeploymentTypeType

EdgeDeploymentModelConfigTypeDef#

# EdgeDeploymentModelConfigTypeDef definition

class EdgeDeploymentModelConfigTypeDef(TypedDict):
    ModelHandle: str,
    EdgePackagingJobName: str,

ThroughputConfigTypeDef#

# ThroughputConfigTypeDef definition

class ThroughputConfigTypeDef(TypedDict):
    ThroughputMode: ThroughputModeType,  # (1)
    ProvisionedReadCapacityUnits: NotRequired[int],
    ProvisionedWriteCapacityUnits: NotRequired[int],
  1. See ThroughputModeType

FlowDefinitionOutputConfigTypeDef#

# FlowDefinitionOutputConfigTypeDef definition

class FlowDefinitionOutputConfigTypeDef(TypedDict):
    S3OutputPath: str,
    KmsKeyId: NotRequired[str],

HumanLoopRequestSourceTypeDef#

# HumanLoopRequestSourceTypeDef definition

class HumanLoopRequestSourceTypeDef(TypedDict):
    AwsManagedHumanLoopRequestSource: AwsManagedHumanLoopRequestSourceType,  # (1)
  1. See AwsManagedHumanLoopRequestSourceType

HubS3StorageConfigTypeDef#

# HubS3StorageConfigTypeDef definition

class HubS3StorageConfigTypeDef(TypedDict):
    S3OutputPath: NotRequired[str],

UiTemplateTypeDef#

# UiTemplateTypeDef definition

class UiTemplateTypeDef(TypedDict):
    Content: str,

CreateImageVersionRequestRequestTypeDef#

# CreateImageVersionRequestRequestTypeDef definition

class CreateImageVersionRequestRequestTypeDef(TypedDict):
    BaseImage: str,
    ClientToken: str,
    ImageName: str,
    Aliases: NotRequired[Sequence[str]],
    VendorGuidance: NotRequired[VendorGuidanceType],  # (1)
    JobType: NotRequired[JobTypeType],  # (2)
    MLFramework: NotRequired[str],
    ProgrammingLang: NotRequired[str],
    Processor: NotRequired[ProcessorType],  # (3)
    Horovod: NotRequired[bool],
    ReleaseNotes: NotRequired[str],
  1. See VendorGuidanceType
  2. See JobTypeType
  3. See ProcessorType

InferenceComponentRuntimeConfigTypeDef#

# InferenceComponentRuntimeConfigTypeDef definition

class InferenceComponentRuntimeConfigTypeDef(TypedDict):
    CopyCount: int,

LabelingJobOutputConfigTypeDef#

# LabelingJobOutputConfigTypeDef definition

class LabelingJobOutputConfigTypeDef(TypedDict):
    S3OutputPath: str,
    KmsKeyId: NotRequired[str],
    SnsTopicArn: NotRequired[str],

LabelingJobStoppingConditionsTypeDef#

# LabelingJobStoppingConditionsTypeDef definition

class LabelingJobStoppingConditionsTypeDef(TypedDict):
    MaxHumanLabeledObjectCount: NotRequired[int],
    MaxPercentageOfInputDatasetLabeled: NotRequired[int],

ModelBiasAppSpecificationTypeDef#

# ModelBiasAppSpecificationTypeDef definition

class ModelBiasAppSpecificationTypeDef(TypedDict):
    ImageUri: str,
    ConfigUri: str,
    Environment: NotRequired[Mapping[str, str]],

ModelCardExportOutputConfigTypeDef#

# ModelCardExportOutputConfigTypeDef definition

class ModelCardExportOutputConfigTypeDef(TypedDict):
    S3OutputPath: str,

ModelCardSecurityConfigTypeDef#

# ModelCardSecurityConfigTypeDef definition

class ModelCardSecurityConfigTypeDef(TypedDict):
    KmsKeyId: NotRequired[str],

ModelExplainabilityAppSpecificationTypeDef#

# ModelExplainabilityAppSpecificationTypeDef definition

class ModelExplainabilityAppSpecificationTypeDef(TypedDict):
    ImageUri: str,
    ConfigUri: str,
    Environment: NotRequired[Mapping[str, str]],

InferenceExecutionConfigTypeDef#

# InferenceExecutionConfigTypeDef definition

class InferenceExecutionConfigTypeDef(TypedDict):
    Mode: InferenceExecutionModeType,  # (1)
  1. See InferenceExecutionModeType

ModelLifeCycleTypeDef#

# ModelLifeCycleTypeDef definition

class ModelLifeCycleTypeDef(TypedDict):
    Stage: str,
    StageStatus: str,
    StageDescription: NotRequired[str],

ModelPackageModelCardTypeDef#

# ModelPackageModelCardTypeDef definition

class ModelPackageModelCardTypeDef(TypedDict):
    ModelCardContent: NotRequired[str],
    ModelCardStatus: NotRequired[ModelCardStatusType],  # (1)
  1. See ModelCardStatusType

ModelPackageSecurityConfigTypeDef#

# ModelPackageSecurityConfigTypeDef definition

class ModelPackageSecurityConfigTypeDef(TypedDict):
    KmsKeyId: str,

ModelQualityAppSpecificationTypeDef#

# ModelQualityAppSpecificationTypeDef definition

class ModelQualityAppSpecificationTypeDef(TypedDict):
    ImageUri: str,
    ContainerEntrypoint: NotRequired[Sequence[str]],
    ContainerArguments: NotRequired[Sequence[str]],
    RecordPreprocessorSourceUri: NotRequired[str],
    PostAnalyticsProcessorSourceUri: NotRequired[str],
    ProblemType: NotRequired[MonitoringProblemTypeType],  # (1)
    Environment: NotRequired[Mapping[str, str]],
  1. See MonitoringProblemTypeType

InstanceMetadataServiceConfigurationTypeDef#

# InstanceMetadataServiceConfigurationTypeDef definition

class InstanceMetadataServiceConfigurationTypeDef(TypedDict):
    MinimumInstanceMetadataServiceVersion: str,

NotebookInstanceLifecycleHookTypeDef#

# NotebookInstanceLifecycleHookTypeDef definition

class NotebookInstanceLifecycleHookTypeDef(TypedDict):
    Content: NotRequired[str],

OptimizationJobOutputConfigTypeDef#

# OptimizationJobOutputConfigTypeDef definition

class OptimizationJobOutputConfigTypeDef(TypedDict):
    S3OutputLocation: str,
    KmsKeyId: NotRequired[str],

OptimizationVpcConfigTypeDef#

# OptimizationVpcConfigTypeDef definition

class OptimizationVpcConfigTypeDef(TypedDict):
    SecurityGroupIds: Sequence[str],
    Subnets: Sequence[str],

CreatePartnerAppPresignedUrlRequestRequestTypeDef#

# CreatePartnerAppPresignedUrlRequestRequestTypeDef definition

class CreatePartnerAppPresignedUrlRequestRequestTypeDef(TypedDict):
    Arn: str,
    ExpiresInSeconds: NotRequired[int],
    SessionExpirationDurationInSeconds: NotRequired[int],

PartnerAppConfigTypeDef#

# PartnerAppConfigTypeDef definition

class PartnerAppConfigTypeDef(TypedDict):
    AdminUsers: NotRequired[Sequence[str]],
    Arguments: NotRequired[Mapping[str, str]],

PartnerAppMaintenanceConfigTypeDef#

# PartnerAppMaintenanceConfigTypeDef definition

class PartnerAppMaintenanceConfigTypeDef(TypedDict):
    MaintenanceWindowStart: NotRequired[str],

ParallelismConfigurationTypeDef#

# ParallelismConfigurationTypeDef definition

class ParallelismConfigurationTypeDef(TypedDict):
    MaxParallelExecutionSteps: int,

PipelineDefinitionS3LocationTypeDef#

# PipelineDefinitionS3LocationTypeDef definition

class PipelineDefinitionS3LocationTypeDef(TypedDict):
    Bucket: str,
    ObjectKey: str,
    VersionId: NotRequired[str],

CreatePresignedDomainUrlRequestRequestTypeDef#

# CreatePresignedDomainUrlRequestRequestTypeDef definition

class CreatePresignedDomainUrlRequestRequestTypeDef(TypedDict):
    DomainId: str,
    UserProfileName: str,
    SessionExpirationDurationInSeconds: NotRequired[int],
    ExpiresInSeconds: NotRequired[int],
    SpaceName: NotRequired[str],
    LandingUri: NotRequired[str],

CreatePresignedMlflowTrackingServerUrlRequestRequestTypeDef#

# CreatePresignedMlflowTrackingServerUrlRequestRequestTypeDef definition

class CreatePresignedMlflowTrackingServerUrlRequestRequestTypeDef(TypedDict):
    TrackingServerName: str,
    ExpiresInSeconds: NotRequired[int],
    SessionExpirationDurationInSeconds: NotRequired[int],

CreatePresignedNotebookInstanceUrlInputRequestTypeDef#

# CreatePresignedNotebookInstanceUrlInputRequestTypeDef definition

class CreatePresignedNotebookInstanceUrlInputRequestTypeDef(TypedDict):
    NotebookInstanceName: str,
    SessionExpirationDurationInSeconds: NotRequired[int],

ExperimentConfigTypeDef#

# ExperimentConfigTypeDef definition

class ExperimentConfigTypeDef(TypedDict):
    ExperimentName: NotRequired[str],
    TrialName: NotRequired[str],
    TrialComponentDisplayName: NotRequired[str],
    RunName: NotRequired[str],

ProcessingStoppingConditionTypeDef#

# ProcessingStoppingConditionTypeDef definition

class ProcessingStoppingConditionTypeDef(TypedDict):
    MaxRuntimeInSeconds: int,

OwnershipSettingsTypeDef#

# OwnershipSettingsTypeDef definition

class OwnershipSettingsTypeDef(TypedDict):
    OwnerUserProfileName: str,

SpaceSharingSettingsTypeDef#

# SpaceSharingSettingsTypeDef definition

class SpaceSharingSettingsTypeDef(TypedDict):
    SharingType: SharingTypeType,  # (1)
  1. See SharingTypeType

InfraCheckConfigTypeDef#

# InfraCheckConfigTypeDef definition

class InfraCheckConfigTypeDef(TypedDict):
    EnableInfraCheck: NotRequired[bool],

OutputDataConfigTypeDef#

# OutputDataConfigTypeDef definition

class OutputDataConfigTypeDef(TypedDict):
    S3OutputPath: str,
    KmsKeyId: NotRequired[str],
    CompressionType: NotRequired[OutputCompressionTypeType],  # (1)
  1. See OutputCompressionTypeType

ProfilerConfigTypeDef#

# ProfilerConfigTypeDef definition

class ProfilerConfigTypeDef(TypedDict):
    S3OutputPath: NotRequired[str],
    ProfilingIntervalInMilliseconds: NotRequired[int],
    ProfilingParameters: NotRequired[Mapping[str, str]],
    DisableProfiler: NotRequired[bool],

RemoteDebugConfigTypeDef#

# RemoteDebugConfigTypeDef definition

class RemoteDebugConfigTypeDef(TypedDict):
    EnableRemoteDebug: NotRequired[bool],

RetryStrategyTypeDef#

# RetryStrategyTypeDef definition

class RetryStrategyTypeDef(TypedDict):
    MaximumRetryAttempts: int,

SessionChainingConfigTypeDef#

# SessionChainingConfigTypeDef definition

class SessionChainingConfigTypeDef(TypedDict):
    EnableSessionTagChaining: NotRequired[bool],

TensorBoardOutputConfigTypeDef#

# TensorBoardOutputConfigTypeDef definition

class TensorBoardOutputConfigTypeDef(TypedDict):
    S3OutputPath: str,
    LocalPath: NotRequired[str],

DataProcessingTypeDef#

# DataProcessingTypeDef definition

class DataProcessingTypeDef(TypedDict):
    InputFilter: NotRequired[str],
    OutputFilter: NotRequired[str],
    JoinSource: NotRequired[JoinSourceType],  # (1)
  1. See JoinSourceType

ModelClientConfigTypeDef#

# ModelClientConfigTypeDef definition

class ModelClientConfigTypeDef(TypedDict):
    InvocationsTimeoutInSeconds: NotRequired[int],
    InvocationsMaxRetries: NotRequired[int],

TransformOutputTypeDef#

# TransformOutputTypeDef definition

class TransformOutputTypeDef(TypedDict):
    S3OutputPath: str,
    Accept: NotRequired[str],
    AssembleWith: NotRequired[AssemblyTypeType],  # (1)
    KmsKeyId: NotRequired[str],
  1. See AssemblyTypeType

TransformResourcesTypeDef#

# TransformResourcesTypeDef definition

class TransformResourcesTypeDef(TypedDict):
    InstanceType: TransformInstanceTypeType,  # (1)
    InstanceCount: int,
    VolumeKmsKeyId: NotRequired[str],
  1. See TransformInstanceTypeType

TrialComponentArtifactTypeDef#

# TrialComponentArtifactTypeDef definition

class TrialComponentArtifactTypeDef(TypedDict):
    Value: str,
    MediaType: NotRequired[str],

TrialComponentParameterValueTypeDef#

# TrialComponentParameterValueTypeDef definition

class TrialComponentParameterValueTypeDef(TypedDict):
    StringValue: NotRequired[str],
    NumberValue: NotRequired[float],

TrialComponentStatusTypeDef#

# TrialComponentStatusTypeDef definition

class TrialComponentStatusTypeDef(TypedDict):
    PrimaryStatus: NotRequired[TrialComponentPrimaryStatusType],  # (1)
    Message: NotRequired[str],
  1. See TrialComponentPrimaryStatusType

OidcConfigTypeDef#

# OidcConfigTypeDef definition

class OidcConfigTypeDef(TypedDict):
    ClientId: str,
    ClientSecret: str,
    Issuer: str,
    AuthorizationEndpoint: str,
    TokenEndpoint: str,
    UserInfoEndpoint: str,
    LogoutEndpoint: str,
    JwksUri: str,
    Scope: NotRequired[str],
    AuthenticationRequestExtraParams: NotRequired[Mapping[str, str]],

SourceIpConfigTypeDef#

# SourceIpConfigTypeDef definition

class SourceIpConfigTypeDef(TypedDict):
    Cidrs: Sequence[str],

WorkforceVpcConfigRequestTypeDef#

# WorkforceVpcConfigRequestTypeDef definition

class WorkforceVpcConfigRequestTypeDef(TypedDict):
    VpcId: NotRequired[str],
    SecurityGroupIds: NotRequired[Sequence[str]],
    Subnets: NotRequired[Sequence[str]],

NotificationConfigurationTypeDef#

# NotificationConfigurationTypeDef definition

class NotificationConfigurationTypeDef(TypedDict):
    NotificationTopicArn: NotRequired[str],

EFSFileSystemConfigTypeDef#

# EFSFileSystemConfigTypeDef definition

class EFSFileSystemConfigTypeDef(TypedDict):
    FileSystemId: str,
    FileSystemPath: NotRequired[str],

FSxLustreFileSystemConfigTypeDef#

# FSxLustreFileSystemConfigTypeDef definition

class FSxLustreFileSystemConfigTypeDef(TypedDict):
    FileSystemId: str,
    FileSystemPath: NotRequired[str],

EFSFileSystemTypeDef#

# EFSFileSystemTypeDef definition

class EFSFileSystemTypeDef(TypedDict):
    FileSystemId: str,

FSxLustreFileSystemTypeDef#

# FSxLustreFileSystemTypeDef definition

class FSxLustreFileSystemTypeDef(TypedDict):
    FileSystemId: str,

CustomPosixUserConfigTypeDef#

# CustomPosixUserConfigTypeDef definition

class CustomPosixUserConfigTypeDef(TypedDict):
    Uid: int,
    Gid: int,

CustomizedMetricSpecificationTypeDef#

# CustomizedMetricSpecificationTypeDef definition

class CustomizedMetricSpecificationTypeDef(TypedDict):
    MetricName: NotRequired[str],
    Namespace: NotRequired[str],
    Statistic: NotRequired[StatisticType],  # (1)
  1. See StatisticType

DataCaptureConfigSummaryTypeDef#

# DataCaptureConfigSummaryTypeDef definition

class DataCaptureConfigSummaryTypeDef(TypedDict):
    EnableCapture: bool,
    CaptureStatus: CaptureStatusType,  # (1)
    CurrentSamplingPercentage: int,
    DestinationS3Uri: str,
    KmsKeyId: str,
  1. See CaptureStatusType

DataCatalogConfigTypeDef#

# DataCatalogConfigTypeDef definition

class DataCatalogConfigTypeDef(TypedDict):
    TableName: str,
    Catalog: str,
    Database: str,

DataQualityAppSpecificationOutputTypeDef#

# DataQualityAppSpecificationOutputTypeDef definition

class DataQualityAppSpecificationOutputTypeDef(TypedDict):
    ImageUri: str,
    ContainerEntrypoint: NotRequired[list[str]],
    ContainerArguments: NotRequired[list[str]],
    RecordPreprocessorSourceUri: NotRequired[str],
    PostAnalyticsProcessorSourceUri: NotRequired[str],
    Environment: NotRequired[dict[str, str]],

MonitoringConstraintsResourceTypeDef#

# MonitoringConstraintsResourceTypeDef definition

class MonitoringConstraintsResourceTypeDef(TypedDict):
    S3Uri: NotRequired[str],

MonitoringStatisticsResourceTypeDef#

# MonitoringStatisticsResourceTypeDef definition

class MonitoringStatisticsResourceTypeDef(TypedDict):
    S3Uri: NotRequired[str],

EndpointInputTypeDef#

# EndpointInputTypeDef definition

class EndpointInputTypeDef(TypedDict):
    EndpointName: str,
    LocalPath: str,
    S3InputMode: NotRequired[ProcessingS3InputModeType],  # (1)
    S3DataDistributionType: NotRequired[ProcessingS3DataDistributionTypeType],  # (2)
    FeaturesAttribute: NotRequired[str],
    InferenceAttribute: NotRequired[str],
    ProbabilityAttribute: NotRequired[str],
    ProbabilityThresholdAttribute: NotRequired[float],
    StartTimeOffset: NotRequired[str],
    EndTimeOffset: NotRequired[str],
    ExcludeFeaturesAttribute: NotRequired[str],
  1. See ProcessingS3InputModeType
  2. See ProcessingS3DataDistributionTypeType

FileSystemDataSourceTypeDef#

# FileSystemDataSourceTypeDef definition

class FileSystemDataSourceTypeDef(TypedDict):
    FileSystemId: str,
    FileSystemAccessMode: FileSystemAccessModeType,  # (1)
    FileSystemType: FileSystemTypeType,  # (2)
    DirectoryPath: str,
  1. See FileSystemAccessModeType
  2. See FileSystemTypeType

S3DataSourceOutputTypeDef#

# S3DataSourceOutputTypeDef definition

class S3DataSourceOutputTypeDef(TypedDict):
    S3DataType: S3DataTypeType,  # (1)
    S3Uri: str,
    S3DataDistributionType: NotRequired[S3DataDistributionType],  # (2)
    AttributeNames: NotRequired[list[str]],
    InstanceGroupNames: NotRequired[list[str]],
  1. See S3DataTypeType
  2. See S3DataDistributionType

RedshiftDatasetDefinitionTypeDef#

# RedshiftDatasetDefinitionTypeDef definition

class RedshiftDatasetDefinitionTypeDef(TypedDict):
    ClusterId: str,
    Database: str,
    DbUser: str,
    QueryString: str,
    ClusterRoleArn: str,
    OutputS3Uri: str,
    OutputFormat: RedshiftResultFormatType,  # (1)
    KmsKeyId: NotRequired[str],
    OutputCompression: NotRequired[RedshiftResultCompressionTypeType],  # (2)
  1. See RedshiftResultFormatType
  2. See RedshiftResultCompressionTypeType

DebugRuleConfigurationOutputTypeDef#

# DebugRuleConfigurationOutputTypeDef definition

class DebugRuleConfigurationOutputTypeDef(TypedDict):
    RuleConfigurationName: str,
    RuleEvaluatorImage: str,
    LocalPath: NotRequired[str],
    S3OutputPath: NotRequired[str],
    InstanceType: NotRequired[ProcessingInstanceTypeType],  # (1)
    VolumeSizeInGB: NotRequired[int],
    RuleParameters: NotRequired[dict[str, str]],
  1. See ProcessingInstanceTypeType

DebugRuleConfigurationTypeDef#

# DebugRuleConfigurationTypeDef definition

class DebugRuleConfigurationTypeDef(TypedDict):
    RuleConfigurationName: str,
    RuleEvaluatorImage: str,
    LocalPath: NotRequired[str],
    S3OutputPath: NotRequired[str],
    InstanceType: NotRequired[ProcessingInstanceTypeType],  # (1)
    VolumeSizeInGB: NotRequired[int],
    RuleParameters: NotRequired[Mapping[str, str]],
  1. See ProcessingInstanceTypeType

DebugRuleEvaluationStatusTypeDef#

# DebugRuleEvaluationStatusTypeDef definition

class DebugRuleEvaluationStatusTypeDef(TypedDict):
    RuleConfigurationName: NotRequired[str],
    RuleEvaluationJobArn: NotRequired[str],
    RuleEvaluationStatus: NotRequired[RuleEvaluationStatusType],  # (1)
    StatusDetails: NotRequired[str],
    LastModifiedTime: NotRequired[datetime],
  1. See RuleEvaluationStatusType

DefaultEbsStorageSettingsTypeDef#

# DefaultEbsStorageSettingsTypeDef definition

class DefaultEbsStorageSettingsTypeDef(TypedDict):
    DefaultEbsVolumeSizeInGb: int,
    MaximumEbsVolumeSizeInGb: int,

DeleteActionRequestRequestTypeDef#

# DeleteActionRequestRequestTypeDef definition

class DeleteActionRequestRequestTypeDef(TypedDict):
    ActionName: str,

DeleteAlgorithmInputRequestTypeDef#

# DeleteAlgorithmInputRequestTypeDef definition

class DeleteAlgorithmInputRequestTypeDef(TypedDict):
    AlgorithmName: str,

DeleteAppImageConfigRequestRequestTypeDef#

# DeleteAppImageConfigRequestRequestTypeDef definition

class DeleteAppImageConfigRequestRequestTypeDef(TypedDict):
    AppImageConfigName: str,

DeleteAppRequestRequestTypeDef#

# DeleteAppRequestRequestTypeDef definition

class DeleteAppRequestRequestTypeDef(TypedDict):
    DomainId: str,
    AppType: AppTypeType,  # (1)
    AppName: str,
    UserProfileName: NotRequired[str],
    SpaceName: NotRequired[str],
  1. See AppTypeType

DeleteAssociationRequestRequestTypeDef#

# DeleteAssociationRequestRequestTypeDef definition

class DeleteAssociationRequestRequestTypeDef(TypedDict):
    SourceArn: str,
    DestinationArn: str,

DeleteClusterRequestRequestTypeDef#

# DeleteClusterRequestRequestTypeDef definition

class DeleteClusterRequestRequestTypeDef(TypedDict):
    ClusterName: str,

DeleteClusterSchedulerConfigRequestRequestTypeDef#

# DeleteClusterSchedulerConfigRequestRequestTypeDef definition

class DeleteClusterSchedulerConfigRequestRequestTypeDef(TypedDict):
    ClusterSchedulerConfigId: str,

DeleteCodeRepositoryInputRequestTypeDef#

# DeleteCodeRepositoryInputRequestTypeDef definition

class DeleteCodeRepositoryInputRequestTypeDef(TypedDict):
    CodeRepositoryName: str,

DeleteCompilationJobRequestRequestTypeDef#

# DeleteCompilationJobRequestRequestTypeDef definition

class DeleteCompilationJobRequestRequestTypeDef(TypedDict):
    CompilationJobName: str,

DeleteComputeQuotaRequestRequestTypeDef#

# DeleteComputeQuotaRequestRequestTypeDef definition

class DeleteComputeQuotaRequestRequestTypeDef(TypedDict):
    ComputeQuotaId: str,

DeleteContextRequestRequestTypeDef#

# DeleteContextRequestRequestTypeDef definition

class DeleteContextRequestRequestTypeDef(TypedDict):
    ContextName: str,

DeleteDataQualityJobDefinitionRequestRequestTypeDef#

# DeleteDataQualityJobDefinitionRequestRequestTypeDef definition

class DeleteDataQualityJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,

DeleteDeviceFleetRequestRequestTypeDef#

# DeleteDeviceFleetRequestRequestTypeDef definition

class DeleteDeviceFleetRequestRequestTypeDef(TypedDict):
    DeviceFleetName: str,

RetentionPolicyTypeDef#

# RetentionPolicyTypeDef definition

class RetentionPolicyTypeDef(TypedDict):
    HomeEfsFileSystem: NotRequired[RetentionTypeType],  # (1)
  1. See RetentionTypeType

DeleteEdgeDeploymentPlanRequestRequestTypeDef#

# DeleteEdgeDeploymentPlanRequestRequestTypeDef definition

class DeleteEdgeDeploymentPlanRequestRequestTypeDef(TypedDict):
    EdgeDeploymentPlanName: str,

DeleteEdgeDeploymentStageRequestRequestTypeDef#

# DeleteEdgeDeploymentStageRequestRequestTypeDef definition

class DeleteEdgeDeploymentStageRequestRequestTypeDef(TypedDict):
    EdgeDeploymentPlanName: str,
    StageName: str,

DeleteEndpointConfigInputRequestTypeDef#

# DeleteEndpointConfigInputRequestTypeDef definition

class DeleteEndpointConfigInputRequestTypeDef(TypedDict):
    EndpointConfigName: str,

DeleteEndpointInputRequestTypeDef#

# DeleteEndpointInputRequestTypeDef definition

class DeleteEndpointInputRequestTypeDef(TypedDict):
    EndpointName: str,

DeleteExperimentRequestRequestTypeDef#

# DeleteExperimentRequestRequestTypeDef definition

class DeleteExperimentRequestRequestTypeDef(TypedDict):
    ExperimentName: str,

DeleteFeatureGroupRequestRequestTypeDef#

# DeleteFeatureGroupRequestRequestTypeDef definition

class DeleteFeatureGroupRequestRequestTypeDef(TypedDict):
    FeatureGroupName: str,

DeleteFlowDefinitionRequestRequestTypeDef#

# DeleteFlowDefinitionRequestRequestTypeDef definition

class DeleteFlowDefinitionRequestRequestTypeDef(TypedDict):
    FlowDefinitionName: str,

DeleteHubContentReferenceRequestRequestTypeDef#

# DeleteHubContentReferenceRequestRequestTypeDef definition

class DeleteHubContentReferenceRequestRequestTypeDef(TypedDict):
    HubName: str,
    HubContentType: HubContentTypeType,  # (1)
    HubContentName: str,
  1. See HubContentTypeType

DeleteHubContentRequestRequestTypeDef#

# DeleteHubContentRequestRequestTypeDef definition

class DeleteHubContentRequestRequestTypeDef(TypedDict):
    HubName: str,
    HubContentType: HubContentTypeType,  # (1)
    HubContentName: str,
    HubContentVersion: str,
  1. See HubContentTypeType

DeleteHubRequestRequestTypeDef#

# DeleteHubRequestRequestTypeDef definition

class DeleteHubRequestRequestTypeDef(TypedDict):
    HubName: str,

DeleteHumanTaskUiRequestRequestTypeDef#

# DeleteHumanTaskUiRequestRequestTypeDef definition

class DeleteHumanTaskUiRequestRequestTypeDef(TypedDict):
    HumanTaskUiName: str,

DeleteHyperParameterTuningJobRequestRequestTypeDef#

# DeleteHyperParameterTuningJobRequestRequestTypeDef definition

class DeleteHyperParameterTuningJobRequestRequestTypeDef(TypedDict):
    HyperParameterTuningJobName: str,

DeleteImageRequestRequestTypeDef#

# DeleteImageRequestRequestTypeDef definition

class DeleteImageRequestRequestTypeDef(TypedDict):
    ImageName: str,

DeleteImageVersionRequestRequestTypeDef#

# DeleteImageVersionRequestRequestTypeDef definition

class DeleteImageVersionRequestRequestTypeDef(TypedDict):
    ImageName: str,
    Version: NotRequired[int],
    Alias: NotRequired[str],

DeleteInferenceComponentInputRequestTypeDef#

# DeleteInferenceComponentInputRequestTypeDef definition

class DeleteInferenceComponentInputRequestTypeDef(TypedDict):
    InferenceComponentName: str,

DeleteInferenceExperimentRequestRequestTypeDef#

# DeleteInferenceExperimentRequestRequestTypeDef definition

class DeleteInferenceExperimentRequestRequestTypeDef(TypedDict):
    Name: str,

DeleteMlflowTrackingServerRequestRequestTypeDef#

# DeleteMlflowTrackingServerRequestRequestTypeDef definition

class DeleteMlflowTrackingServerRequestRequestTypeDef(TypedDict):
    TrackingServerName: str,

DeleteModelBiasJobDefinitionRequestRequestTypeDef#

# DeleteModelBiasJobDefinitionRequestRequestTypeDef definition

class DeleteModelBiasJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,

DeleteModelCardRequestRequestTypeDef#

# DeleteModelCardRequestRequestTypeDef definition

class DeleteModelCardRequestRequestTypeDef(TypedDict):
    ModelCardName: str,

DeleteModelExplainabilityJobDefinitionRequestRequestTypeDef#

# DeleteModelExplainabilityJobDefinitionRequestRequestTypeDef definition

class DeleteModelExplainabilityJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,

DeleteModelInputRequestTypeDef#

# DeleteModelInputRequestTypeDef definition

class DeleteModelInputRequestTypeDef(TypedDict):
    ModelName: str,

DeleteModelPackageGroupInputRequestTypeDef#

# DeleteModelPackageGroupInputRequestTypeDef definition

class DeleteModelPackageGroupInputRequestTypeDef(TypedDict):
    ModelPackageGroupName: str,

DeleteModelPackageGroupPolicyInputRequestTypeDef#

# DeleteModelPackageGroupPolicyInputRequestTypeDef definition

class DeleteModelPackageGroupPolicyInputRequestTypeDef(TypedDict):
    ModelPackageGroupName: str,

DeleteModelPackageInputRequestTypeDef#

# DeleteModelPackageInputRequestTypeDef definition

class DeleteModelPackageInputRequestTypeDef(TypedDict):
    ModelPackageName: str,

DeleteModelQualityJobDefinitionRequestRequestTypeDef#

# DeleteModelQualityJobDefinitionRequestRequestTypeDef definition

class DeleteModelQualityJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,

DeleteMonitoringScheduleRequestRequestTypeDef#

# DeleteMonitoringScheduleRequestRequestTypeDef definition

class DeleteMonitoringScheduleRequestRequestTypeDef(TypedDict):
    MonitoringScheduleName: str,

DeleteNotebookInstanceInputRequestTypeDef#

# DeleteNotebookInstanceInputRequestTypeDef definition

class DeleteNotebookInstanceInputRequestTypeDef(TypedDict):
    NotebookInstanceName: str,

DeleteNotebookInstanceLifecycleConfigInputRequestTypeDef#

# DeleteNotebookInstanceLifecycleConfigInputRequestTypeDef definition

class DeleteNotebookInstanceLifecycleConfigInputRequestTypeDef(TypedDict):
    NotebookInstanceLifecycleConfigName: str,

DeleteOptimizationJobRequestRequestTypeDef#

# DeleteOptimizationJobRequestRequestTypeDef definition

class DeleteOptimizationJobRequestRequestTypeDef(TypedDict):
    OptimizationJobName: str,

DeletePartnerAppRequestRequestTypeDef#

# DeletePartnerAppRequestRequestTypeDef definition

class DeletePartnerAppRequestRequestTypeDef(TypedDict):
    Arn: str,
    ClientToken: NotRequired[str],

DeletePipelineRequestRequestTypeDef#

# DeletePipelineRequestRequestTypeDef definition

class DeletePipelineRequestRequestTypeDef(TypedDict):
    PipelineName: str,
    ClientRequestToken: str,

DeleteProjectInputRequestTypeDef#

# DeleteProjectInputRequestTypeDef definition

class DeleteProjectInputRequestTypeDef(TypedDict):
    ProjectName: str,

DeleteSpaceRequestRequestTypeDef#

# DeleteSpaceRequestRequestTypeDef definition

class DeleteSpaceRequestRequestTypeDef(TypedDict):
    DomainId: str,
    SpaceName: str,

DeleteStudioLifecycleConfigRequestRequestTypeDef#

# DeleteStudioLifecycleConfigRequestRequestTypeDef definition

class DeleteStudioLifecycleConfigRequestRequestTypeDef(TypedDict):
    StudioLifecycleConfigName: str,

DeleteTagsInputRequestTypeDef#

# DeleteTagsInputRequestTypeDef definition

class DeleteTagsInputRequestTypeDef(TypedDict):
    ResourceArn: str,
    TagKeys: Sequence[str],

DeleteTrialComponentRequestRequestTypeDef#

# DeleteTrialComponentRequestRequestTypeDef definition

class DeleteTrialComponentRequestRequestTypeDef(TypedDict):
    TrialComponentName: str,

DeleteTrialRequestRequestTypeDef#

# DeleteTrialRequestRequestTypeDef definition

class DeleteTrialRequestRequestTypeDef(TypedDict):
    TrialName: str,

DeleteUserProfileRequestRequestTypeDef#

# DeleteUserProfileRequestRequestTypeDef definition

class DeleteUserProfileRequestRequestTypeDef(TypedDict):
    DomainId: str,
    UserProfileName: str,

DeleteWorkforceRequestRequestTypeDef#

# DeleteWorkforceRequestRequestTypeDef definition

class DeleteWorkforceRequestRequestTypeDef(TypedDict):
    WorkforceName: str,

DeleteWorkteamRequestRequestTypeDef#

# DeleteWorkteamRequestRequestTypeDef definition

class DeleteWorkteamRequestRequestTypeDef(TypedDict):
    WorkteamName: str,

DeployedImageTypeDef#

# DeployedImageTypeDef definition

class DeployedImageTypeDef(TypedDict):
    SpecifiedImage: NotRequired[str],
    ResolvedImage: NotRequired[str],
    ResolutionTime: NotRequired[datetime],

RealTimeInferenceRecommendationTypeDef#

# RealTimeInferenceRecommendationTypeDef definition

class RealTimeInferenceRecommendationTypeDef(TypedDict):
    RecommendationId: str,
    InstanceType: ProductionVariantInstanceTypeType,  # (1)
    Environment: NotRequired[dict[str, str]],
  1. See ProductionVariantInstanceTypeType

DeviceSelectionConfigOutputTypeDef#

# DeviceSelectionConfigOutputTypeDef definition

class DeviceSelectionConfigOutputTypeDef(TypedDict):
    DeviceSubsetType: DeviceSubsetTypeType,  # (1)
    Percentage: NotRequired[int],
    DeviceNames: NotRequired[list[str]],
    DeviceNameContains: NotRequired[str],
  1. See DeviceSubsetTypeType

EdgeDeploymentConfigTypeDef#

# EdgeDeploymentConfigTypeDef definition

class EdgeDeploymentConfigTypeDef(TypedDict):
    FailureHandlingPolicy: FailureHandlingPolicyType,  # (1)
  1. See FailureHandlingPolicyType

EdgeDeploymentStatusTypeDef#

# EdgeDeploymentStatusTypeDef definition

class EdgeDeploymentStatusTypeDef(TypedDict):
    StageStatus: StageStatusType,  # (1)
    EdgeDeploymentSuccessInStage: int,
    EdgeDeploymentPendingInStage: int,
    EdgeDeploymentFailedInStage: int,
    EdgeDeploymentStatusMessage: NotRequired[str],
    EdgeDeploymentStageStartTime: NotRequired[datetime],
  1. See StageStatusType

DeregisterDevicesRequestRequestTypeDef#

# DeregisterDevicesRequestRequestTypeDef definition

class DeregisterDevicesRequestRequestTypeDef(TypedDict):
    DeviceFleetName: str,
    DeviceNames: Sequence[str],

DerivedInformationTypeDef#

# DerivedInformationTypeDef definition

class DerivedInformationTypeDef(TypedDict):
    DerivedDataInputConfig: NotRequired[str],

DescribeActionRequestRequestTypeDef#

# DescribeActionRequestRequestTypeDef definition

class DescribeActionRequestRequestTypeDef(TypedDict):
    ActionName: str,

DescribeAlgorithmInputRequestTypeDef#

# DescribeAlgorithmInputRequestTypeDef definition

class DescribeAlgorithmInputRequestTypeDef(TypedDict):
    AlgorithmName: str,

DescribeAppImageConfigRequestRequestTypeDef#

# DescribeAppImageConfigRequestRequestTypeDef definition

class DescribeAppImageConfigRequestRequestTypeDef(TypedDict):
    AppImageConfigName: str,

DescribeAppRequestRequestTypeDef#

# DescribeAppRequestRequestTypeDef definition

class DescribeAppRequestRequestTypeDef(TypedDict):
    DomainId: str,
    AppType: AppTypeType,  # (1)
    AppName: str,
    UserProfileName: NotRequired[str],
    SpaceName: NotRequired[str],
  1. See AppTypeType

DescribeArtifactRequestRequestTypeDef#

# DescribeArtifactRequestRequestTypeDef definition

class DescribeArtifactRequestRequestTypeDef(TypedDict):
    ArtifactArn: str,

DescribeAutoMLJobRequestRequestTypeDef#

# DescribeAutoMLJobRequestRequestTypeDef definition

class DescribeAutoMLJobRequestRequestTypeDef(TypedDict):
    AutoMLJobName: str,

ModelDeployResultTypeDef#

# ModelDeployResultTypeDef definition

class ModelDeployResultTypeDef(TypedDict):
    EndpointName: NotRequired[str],

DescribeAutoMLJobV2RequestRequestTypeDef#

# DescribeAutoMLJobV2RequestRequestTypeDef definition

class DescribeAutoMLJobV2RequestRequestTypeDef(TypedDict):
    AutoMLJobName: str,

DescribeClusterNodeRequestRequestTypeDef#

# DescribeClusterNodeRequestRequestTypeDef definition

class DescribeClusterNodeRequestRequestTypeDef(TypedDict):
    ClusterName: str,
    NodeId: str,

DescribeClusterRequestRequestTypeDef#

# DescribeClusterRequestRequestTypeDef definition

class DescribeClusterRequestRequestTypeDef(TypedDict):
    ClusterName: str,

DescribeClusterSchedulerConfigRequestRequestTypeDef#

# DescribeClusterSchedulerConfigRequestRequestTypeDef definition

class DescribeClusterSchedulerConfigRequestRequestTypeDef(TypedDict):
    ClusterSchedulerConfigId: str,
    ClusterSchedulerConfigVersion: NotRequired[int],

DescribeCodeRepositoryInputRequestTypeDef#

# DescribeCodeRepositoryInputRequestTypeDef definition

class DescribeCodeRepositoryInputRequestTypeDef(TypedDict):
    CodeRepositoryName: str,

DescribeCompilationJobRequestRequestTypeDef#

# DescribeCompilationJobRequestRequestTypeDef definition

class DescribeCompilationJobRequestRequestTypeDef(TypedDict):
    CompilationJobName: str,

ModelArtifactsTypeDef#

# ModelArtifactsTypeDef definition

class ModelArtifactsTypeDef(TypedDict):
    S3ModelArtifacts: str,

ModelDigestsTypeDef#

# ModelDigestsTypeDef definition

class ModelDigestsTypeDef(TypedDict):
    ArtifactDigest: NotRequired[str],

NeoVpcConfigOutputTypeDef#

# NeoVpcConfigOutputTypeDef definition

class NeoVpcConfigOutputTypeDef(TypedDict):
    SecurityGroupIds: list[str],
    Subnets: list[str],

DescribeComputeQuotaRequestRequestTypeDef#

# DescribeComputeQuotaRequestRequestTypeDef definition

class DescribeComputeQuotaRequestRequestTypeDef(TypedDict):
    ComputeQuotaId: str,
    ComputeQuotaVersion: NotRequired[int],

DescribeContextRequestRequestTypeDef#

# DescribeContextRequestRequestTypeDef definition

class DescribeContextRequestRequestTypeDef(TypedDict):
    ContextName: str,

DescribeDataQualityJobDefinitionRequestRequestTypeDef#

# DescribeDataQualityJobDefinitionRequestRequestTypeDef definition

class DescribeDataQualityJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,

DescribeDeviceFleetRequestRequestTypeDef#

# DescribeDeviceFleetRequestRequestTypeDef definition

class DescribeDeviceFleetRequestRequestTypeDef(TypedDict):
    DeviceFleetName: str,

DescribeDeviceRequestRequestTypeDef#

# DescribeDeviceRequestRequestTypeDef definition

class DescribeDeviceRequestRequestTypeDef(TypedDict):
    DeviceName: str,
    DeviceFleetName: str,
    NextToken: NotRequired[str],

EdgeModelTypeDef#

# EdgeModelTypeDef definition

class EdgeModelTypeDef(TypedDict):
    ModelName: str,
    ModelVersion: str,
    LatestSampleTime: NotRequired[datetime],
    LatestInference: NotRequired[datetime],

DescribeDomainRequestRequestTypeDef#

# DescribeDomainRequestRequestTypeDef definition

class DescribeDomainRequestRequestTypeDef(TypedDict):
    DomainId: str,

DescribeEdgeDeploymentPlanRequestRequestTypeDef#

# DescribeEdgeDeploymentPlanRequestRequestTypeDef definition

class DescribeEdgeDeploymentPlanRequestRequestTypeDef(TypedDict):
    EdgeDeploymentPlanName: str,
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],

DescribeEdgePackagingJobRequestRequestTypeDef#

# DescribeEdgePackagingJobRequestRequestTypeDef definition

class DescribeEdgePackagingJobRequestRequestTypeDef(TypedDict):
    EdgePackagingJobName: str,

EdgePresetDeploymentOutputTypeDef#

# EdgePresetDeploymentOutputTypeDef definition

class EdgePresetDeploymentOutputTypeDef(TypedDict):
    Type: EdgePresetDeploymentTypeType,  # (1)
    Artifact: NotRequired[str],
    Status: NotRequired[EdgePresetDeploymentStatusType],  # (2)
    StatusMessage: NotRequired[str],
  1. See EdgePresetDeploymentTypeType
  2. See EdgePresetDeploymentStatusType

DescribeEndpointConfigInputRequestTypeDef#

# DescribeEndpointConfigInputRequestTypeDef definition

class DescribeEndpointConfigInputRequestTypeDef(TypedDict):
    EndpointConfigName: str,

DescribeEndpointInputRequestTypeDef#

# DescribeEndpointInputRequestTypeDef definition

class DescribeEndpointInputRequestTypeDef(TypedDict):
    EndpointName: str,

WaiterConfigTypeDef#

# WaiterConfigTypeDef definition

class WaiterConfigTypeDef(TypedDict):
    Delay: NotRequired[int],
    MaxAttempts: NotRequired[int],

DescribeExperimentRequestRequestTypeDef#

# DescribeExperimentRequestRequestTypeDef definition

class DescribeExperimentRequestRequestTypeDef(TypedDict):
    ExperimentName: str,

ExperimentSourceTypeDef#

# ExperimentSourceTypeDef definition

class ExperimentSourceTypeDef(TypedDict):
    SourceArn: str,
    SourceType: NotRequired[str],

DescribeFeatureGroupRequestRequestTypeDef#

# DescribeFeatureGroupRequestRequestTypeDef definition

class DescribeFeatureGroupRequestRequestTypeDef(TypedDict):
    FeatureGroupName: str,
    NextToken: NotRequired[str],

LastUpdateStatusTypeDef#

# LastUpdateStatusTypeDef definition

class LastUpdateStatusTypeDef(TypedDict):
    Status: LastUpdateStatusValueType,  # (1)
    FailureReason: NotRequired[str],
  1. See LastUpdateStatusValueType

OfflineStoreStatusTypeDef#

# OfflineStoreStatusTypeDef definition

class OfflineStoreStatusTypeDef(TypedDict):
    Status: OfflineStoreStatusValueType,  # (1)
    BlockedReason: NotRequired[str],
  1. See OfflineStoreStatusValueType

ThroughputConfigDescriptionTypeDef#

# ThroughputConfigDescriptionTypeDef definition

class ThroughputConfigDescriptionTypeDef(TypedDict):
    ThroughputMode: ThroughputModeType,  # (1)
    ProvisionedReadCapacityUnits: NotRequired[int],
    ProvisionedWriteCapacityUnits: NotRequired[int],
  1. See ThroughputModeType

DescribeFeatureMetadataRequestRequestTypeDef#

# DescribeFeatureMetadataRequestRequestTypeDef definition

class DescribeFeatureMetadataRequestRequestTypeDef(TypedDict):
    FeatureGroupName: str,
    FeatureName: str,

FeatureParameterTypeDef#

# FeatureParameterTypeDef definition

class FeatureParameterTypeDef(TypedDict):
    Key: NotRequired[str],
    Value: NotRequired[str],

DescribeFlowDefinitionRequestRequestTypeDef#

# DescribeFlowDefinitionRequestRequestTypeDef definition

class DescribeFlowDefinitionRequestRequestTypeDef(TypedDict):
    FlowDefinitionName: str,

DescribeHubContentRequestRequestTypeDef#

# DescribeHubContentRequestRequestTypeDef definition

class DescribeHubContentRequestRequestTypeDef(TypedDict):
    HubName: str,
    HubContentType: HubContentTypeType,  # (1)
    HubContentName: str,
    HubContentVersion: NotRequired[str],
  1. See HubContentTypeType

HubContentDependencyTypeDef#

# HubContentDependencyTypeDef definition

class HubContentDependencyTypeDef(TypedDict):
    DependencyOriginPath: NotRequired[str],
    DependencyCopyPath: NotRequired[str],

DescribeHubRequestRequestTypeDef#

# DescribeHubRequestRequestTypeDef definition

class DescribeHubRequestRequestTypeDef(TypedDict):
    HubName: str,

DescribeHumanTaskUiRequestRequestTypeDef#

# DescribeHumanTaskUiRequestRequestTypeDef definition

class DescribeHumanTaskUiRequestRequestTypeDef(TypedDict):
    HumanTaskUiName: str,

UiTemplateInfoTypeDef#

# UiTemplateInfoTypeDef definition

class UiTemplateInfoTypeDef(TypedDict):
    Url: NotRequired[str],
    ContentSha256: NotRequired[str],

DescribeHyperParameterTuningJobRequestRequestTypeDef#

# DescribeHyperParameterTuningJobRequestRequestTypeDef definition

class DescribeHyperParameterTuningJobRequestRequestTypeDef(TypedDict):
    HyperParameterTuningJobName: str,

HyperParameterTuningJobCompletionDetailsTypeDef#

# HyperParameterTuningJobCompletionDetailsTypeDef definition

class HyperParameterTuningJobCompletionDetailsTypeDef(TypedDict):
    NumberOfTrainingJobsObjectiveNotImproving: NotRequired[int],
    ConvergenceDetectedTime: NotRequired[datetime],

HyperParameterTuningJobConsumedResourcesTypeDef#

# HyperParameterTuningJobConsumedResourcesTypeDef definition

class HyperParameterTuningJobConsumedResourcesTypeDef(TypedDict):
    RuntimeInSeconds: NotRequired[int],

ObjectiveStatusCountersTypeDef#

# ObjectiveStatusCountersTypeDef definition

class ObjectiveStatusCountersTypeDef(TypedDict):
    Succeeded: NotRequired[int],
    Pending: NotRequired[int],
    Failed: NotRequired[int],

TrainingJobStatusCountersTypeDef#

# TrainingJobStatusCountersTypeDef definition

class TrainingJobStatusCountersTypeDef(TypedDict):
    Completed: NotRequired[int],
    InProgress: NotRequired[int],
    RetryableError: NotRequired[int],
    NonRetryableError: NotRequired[int],
    Stopped: NotRequired[int],

DescribeImageRequestRequestTypeDef#

# DescribeImageRequestRequestTypeDef definition

class DescribeImageRequestRequestTypeDef(TypedDict):
    ImageName: str,

DescribeImageVersionRequestRequestTypeDef#

# DescribeImageVersionRequestRequestTypeDef definition

class DescribeImageVersionRequestRequestTypeDef(TypedDict):
    ImageName: str,
    Version: NotRequired[int],
    Alias: NotRequired[str],

DescribeInferenceComponentInputRequestTypeDef#

# DescribeInferenceComponentInputRequestTypeDef definition

class DescribeInferenceComponentInputRequestTypeDef(TypedDict):
    InferenceComponentName: str,

InferenceComponentRuntimeConfigSummaryTypeDef#

# InferenceComponentRuntimeConfigSummaryTypeDef definition

class InferenceComponentRuntimeConfigSummaryTypeDef(TypedDict):
    DesiredCopyCount: NotRequired[int],
    CurrentCopyCount: NotRequired[int],

DescribeInferenceExperimentRequestRequestTypeDef#

# DescribeInferenceExperimentRequestRequestTypeDef definition

class DescribeInferenceExperimentRequestRequestTypeDef(TypedDict):
    Name: str,

EndpointMetadataTypeDef#

# EndpointMetadataTypeDef definition

class EndpointMetadataTypeDef(TypedDict):
    EndpointName: str,
    EndpointConfigName: NotRequired[str],
    EndpointStatus: NotRequired[EndpointStatusType],  # (1)
    FailureReason: NotRequired[str],
  1. See EndpointStatusType

InferenceExperimentScheduleOutputTypeDef#

# InferenceExperimentScheduleOutputTypeDef definition

class InferenceExperimentScheduleOutputTypeDef(TypedDict):
    StartTime: NotRequired[datetime],
    EndTime: NotRequired[datetime],

DescribeInferenceRecommendationsJobRequestRequestTypeDef#

# DescribeInferenceRecommendationsJobRequestRequestTypeDef definition

class DescribeInferenceRecommendationsJobRequestRequestTypeDef(TypedDict):
    JobName: str,

DescribeLabelingJobRequestRequestTypeDef#

# DescribeLabelingJobRequestRequestTypeDef definition

class DescribeLabelingJobRequestRequestTypeDef(TypedDict):
    LabelingJobName: str,

LabelCountersTypeDef#

# LabelCountersTypeDef definition

class LabelCountersTypeDef(TypedDict):
    TotalLabeled: NotRequired[int],
    HumanLabeled: NotRequired[int],
    MachineLabeled: NotRequired[int],
    FailedNonRetryableError: NotRequired[int],
    Unlabeled: NotRequired[int],

LabelingJobOutputTypeDef#

# LabelingJobOutputTypeDef definition

class LabelingJobOutputTypeDef(TypedDict):
    OutputDatasetS3Uri: str,
    FinalActiveLearningModelArn: NotRequired[str],

DescribeLineageGroupRequestRequestTypeDef#

# DescribeLineageGroupRequestRequestTypeDef definition

class DescribeLineageGroupRequestRequestTypeDef(TypedDict):
    LineageGroupName: str,

DescribeMlflowTrackingServerRequestRequestTypeDef#

# DescribeMlflowTrackingServerRequestRequestTypeDef definition

class DescribeMlflowTrackingServerRequestRequestTypeDef(TypedDict):
    TrackingServerName: str,

DescribeModelBiasJobDefinitionRequestRequestTypeDef#

# DescribeModelBiasJobDefinitionRequestRequestTypeDef definition

class DescribeModelBiasJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,

ModelBiasAppSpecificationOutputTypeDef#

# ModelBiasAppSpecificationOutputTypeDef definition

class ModelBiasAppSpecificationOutputTypeDef(TypedDict):
    ImageUri: str,
    ConfigUri: str,
    Environment: NotRequired[dict[str, str]],

DescribeModelCardExportJobRequestRequestTypeDef#

# DescribeModelCardExportJobRequestRequestTypeDef definition

class DescribeModelCardExportJobRequestRequestTypeDef(TypedDict):
    ModelCardExportJobArn: str,

ModelCardExportArtifactsTypeDef#

# ModelCardExportArtifactsTypeDef definition

class ModelCardExportArtifactsTypeDef(TypedDict):
    S3ExportArtifacts: str,

DescribeModelCardRequestRequestTypeDef#

# DescribeModelCardRequestRequestTypeDef definition

class DescribeModelCardRequestRequestTypeDef(TypedDict):
    ModelCardName: str,
    ModelCardVersion: NotRequired[int],

DescribeModelExplainabilityJobDefinitionRequestRequestTypeDef#

# DescribeModelExplainabilityJobDefinitionRequestRequestTypeDef definition

class DescribeModelExplainabilityJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,

ModelExplainabilityAppSpecificationOutputTypeDef#

# ModelExplainabilityAppSpecificationOutputTypeDef definition

class ModelExplainabilityAppSpecificationOutputTypeDef(TypedDict):
    ImageUri: str,
    ConfigUri: str,
    Environment: NotRequired[dict[str, str]],

DescribeModelInputRequestTypeDef#

# DescribeModelInputRequestTypeDef definition

class DescribeModelInputRequestTypeDef(TypedDict):
    ModelName: str,

DescribeModelPackageGroupInputRequestTypeDef#

# DescribeModelPackageGroupInputRequestTypeDef definition

class DescribeModelPackageGroupInputRequestTypeDef(TypedDict):
    ModelPackageGroupName: str,

DescribeModelPackageInputRequestTypeDef#

# DescribeModelPackageInputRequestTypeDef definition

class DescribeModelPackageInputRequestTypeDef(TypedDict):
    ModelPackageName: str,

DescribeModelQualityJobDefinitionRequestRequestTypeDef#

# DescribeModelQualityJobDefinitionRequestRequestTypeDef definition

class DescribeModelQualityJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,

ModelQualityAppSpecificationOutputTypeDef#

# ModelQualityAppSpecificationOutputTypeDef definition

class ModelQualityAppSpecificationOutputTypeDef(TypedDict):
    ImageUri: str,
    ContainerEntrypoint: NotRequired[list[str]],
    ContainerArguments: NotRequired[list[str]],
    RecordPreprocessorSourceUri: NotRequired[str],
    PostAnalyticsProcessorSourceUri: NotRequired[str],
    ProblemType: NotRequired[MonitoringProblemTypeType],  # (1)
    Environment: NotRequired[dict[str, str]],
  1. See MonitoringProblemTypeType

DescribeMonitoringScheduleRequestRequestTypeDef#

# DescribeMonitoringScheduleRequestRequestTypeDef definition

class DescribeMonitoringScheduleRequestRequestTypeDef(TypedDict):
    MonitoringScheduleName: str,

MonitoringExecutionSummaryTypeDef#

# MonitoringExecutionSummaryTypeDef definition

class MonitoringExecutionSummaryTypeDef(TypedDict):
    MonitoringScheduleName: str,
    ScheduledTime: datetime,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    MonitoringExecutionStatus: ExecutionStatusType,  # (1)
    ProcessingJobArn: NotRequired[str],
    EndpointName: NotRequired[str],
    FailureReason: NotRequired[str],
    MonitoringJobDefinitionName: NotRequired[str],
    MonitoringType: NotRequired[MonitoringTypeType],  # (2)
  1. See ExecutionStatusType
  2. See MonitoringTypeType

DescribeNotebookInstanceInputRequestTypeDef#

# DescribeNotebookInstanceInputRequestTypeDef definition

class DescribeNotebookInstanceInputRequestTypeDef(TypedDict):
    NotebookInstanceName: str,

DescribeNotebookInstanceLifecycleConfigInputRequestTypeDef#

# DescribeNotebookInstanceLifecycleConfigInputRequestTypeDef definition

class DescribeNotebookInstanceLifecycleConfigInputRequestTypeDef(TypedDict):
    NotebookInstanceLifecycleConfigName: str,

DescribeOptimizationJobRequestRequestTypeDef#

# DescribeOptimizationJobRequestRequestTypeDef definition

class DescribeOptimizationJobRequestRequestTypeDef(TypedDict):
    OptimizationJobName: str,

OptimizationOutputTypeDef#

# OptimizationOutputTypeDef definition

class OptimizationOutputTypeDef(TypedDict):
    RecommendedInferenceImage: NotRequired[str],

OptimizationVpcConfigOutputTypeDef#

# OptimizationVpcConfigOutputTypeDef definition

class OptimizationVpcConfigOutputTypeDef(TypedDict):
    SecurityGroupIds: list[str],
    Subnets: list[str],

DescribePartnerAppRequestRequestTypeDef#

# DescribePartnerAppRequestRequestTypeDef definition

class DescribePartnerAppRequestRequestTypeDef(TypedDict):
    Arn: str,

ErrorInfoTypeDef#

# ErrorInfoTypeDef definition

class ErrorInfoTypeDef(TypedDict):
    Code: NotRequired[str],
    Reason: NotRequired[str],

PartnerAppConfigOutputTypeDef#

# PartnerAppConfigOutputTypeDef definition

class PartnerAppConfigOutputTypeDef(TypedDict):
    AdminUsers: NotRequired[list[str]],
    Arguments: NotRequired[dict[str, str]],

DescribePipelineDefinitionForExecutionRequestRequestTypeDef#

# DescribePipelineDefinitionForExecutionRequestRequestTypeDef definition

class DescribePipelineDefinitionForExecutionRequestRequestTypeDef(TypedDict):
    PipelineExecutionArn: str,

DescribePipelineExecutionRequestRequestTypeDef#

# DescribePipelineExecutionRequestRequestTypeDef definition

class DescribePipelineExecutionRequestRequestTypeDef(TypedDict):
    PipelineExecutionArn: str,

PipelineExperimentConfigTypeDef#

# PipelineExperimentConfigTypeDef definition

class PipelineExperimentConfigTypeDef(TypedDict):
    ExperimentName: NotRequired[str],
    TrialName: NotRequired[str],

DescribePipelineRequestRequestTypeDef#

# DescribePipelineRequestRequestTypeDef definition

class DescribePipelineRequestRequestTypeDef(TypedDict):
    PipelineName: str,

DescribeProcessingJobRequestRequestTypeDef#

# DescribeProcessingJobRequestRequestTypeDef definition

class DescribeProcessingJobRequestRequestTypeDef(TypedDict):
    ProcessingJobName: str,

DescribeProjectInputRequestTypeDef#

# DescribeProjectInputRequestTypeDef definition

class DescribeProjectInputRequestTypeDef(TypedDict):
    ProjectName: str,

ServiceCatalogProvisionedProductDetailsTypeDef#

# ServiceCatalogProvisionedProductDetailsTypeDef definition

class ServiceCatalogProvisionedProductDetailsTypeDef(TypedDict):
    ProvisionedProductId: NotRequired[str],
    ProvisionedProductStatusMessage: NotRequired[str],

DescribeSpaceRequestRequestTypeDef#

# DescribeSpaceRequestRequestTypeDef definition

class DescribeSpaceRequestRequestTypeDef(TypedDict):
    DomainId: str,
    SpaceName: str,

DescribeStudioLifecycleConfigRequestRequestTypeDef#

# DescribeStudioLifecycleConfigRequestRequestTypeDef definition

class DescribeStudioLifecycleConfigRequestRequestTypeDef(TypedDict):
    StudioLifecycleConfigName: str,

DescribeSubscribedWorkteamRequestRequestTypeDef#

# DescribeSubscribedWorkteamRequestRequestTypeDef definition

class DescribeSubscribedWorkteamRequestRequestTypeDef(TypedDict):
    WorkteamArn: str,

SubscribedWorkteamTypeDef#

# SubscribedWorkteamTypeDef definition

class SubscribedWorkteamTypeDef(TypedDict):
    WorkteamArn: str,
    MarketplaceTitle: NotRequired[str],
    SellerName: NotRequired[str],
    MarketplaceDescription: NotRequired[str],
    ListingId: NotRequired[str],

DescribeTrainingJobRequestRequestTypeDef#

# DescribeTrainingJobRequestRequestTypeDef definition

class DescribeTrainingJobRequestRequestTypeDef(TypedDict):
    TrainingJobName: str,

MetricDataTypeDef#

# MetricDataTypeDef definition

class MetricDataTypeDef(TypedDict):
    MetricName: NotRequired[str],
    Value: NotRequired[float],
    Timestamp: NotRequired[datetime],

ProfilerConfigOutputTypeDef#

# ProfilerConfigOutputTypeDef definition

class ProfilerConfigOutputTypeDef(TypedDict):
    S3OutputPath: NotRequired[str],
    ProfilingIntervalInMilliseconds: NotRequired[int],
    ProfilingParameters: NotRequired[dict[str, str]],
    DisableProfiler: NotRequired[bool],

ProfilerRuleConfigurationOutputTypeDef#

# ProfilerRuleConfigurationOutputTypeDef definition

class ProfilerRuleConfigurationOutputTypeDef(TypedDict):
    RuleConfigurationName: str,
    RuleEvaluatorImage: str,
    LocalPath: NotRequired[str],
    S3OutputPath: NotRequired[str],
    InstanceType: NotRequired[ProcessingInstanceTypeType],  # (1)
    VolumeSizeInGB: NotRequired[int],
    RuleParameters: NotRequired[dict[str, str]],
  1. See ProcessingInstanceTypeType

ProfilerRuleEvaluationStatusTypeDef#

# ProfilerRuleEvaluationStatusTypeDef definition

class ProfilerRuleEvaluationStatusTypeDef(TypedDict):
    RuleConfigurationName: NotRequired[str],
    RuleEvaluationJobArn: NotRequired[str],
    RuleEvaluationStatus: NotRequired[RuleEvaluationStatusType],  # (1)
    StatusDetails: NotRequired[str],
    LastModifiedTime: NotRequired[datetime],
  1. See RuleEvaluationStatusType

SecondaryStatusTransitionTypeDef#

# SecondaryStatusTransitionTypeDef definition

class SecondaryStatusTransitionTypeDef(TypedDict):
    Status: SecondaryStatusType,  # (1)
    StartTime: datetime,
    EndTime: NotRequired[datetime],
    StatusMessage: NotRequired[str],
  1. See SecondaryStatusType

WarmPoolStatusTypeDef#

# WarmPoolStatusTypeDef definition

class WarmPoolStatusTypeDef(TypedDict):
    Status: WarmPoolResourceStatusType,  # (1)
    ResourceRetainedBillableTimeInSeconds: NotRequired[int],
    ReusedByJob: NotRequired[str],
  1. See WarmPoolResourceStatusType

DescribeTrainingPlanRequestRequestTypeDef#

# DescribeTrainingPlanRequestRequestTypeDef definition

class DescribeTrainingPlanRequestRequestTypeDef(TypedDict):
    TrainingPlanName: str,

ReservedCapacitySummaryTypeDef#

# ReservedCapacitySummaryTypeDef definition

class ReservedCapacitySummaryTypeDef(TypedDict):
    ReservedCapacityArn: str,
    InstanceType: ReservedCapacityInstanceTypeType,  # (1)
    TotalInstanceCount: int,
    Status: ReservedCapacityStatusType,  # (2)
    AvailabilityZone: NotRequired[str],
    DurationHours: NotRequired[int],
    DurationMinutes: NotRequired[int],
    StartTime: NotRequired[datetime],
    EndTime: NotRequired[datetime],
  1. See ReservedCapacityInstanceTypeType
  2. See ReservedCapacityStatusType

DescribeTransformJobRequestRequestTypeDef#

# DescribeTransformJobRequestRequestTypeDef definition

class DescribeTransformJobRequestRequestTypeDef(TypedDict):
    TransformJobName: str,

DescribeTrialComponentRequestRequestTypeDef#

# DescribeTrialComponentRequestRequestTypeDef definition

class DescribeTrialComponentRequestRequestTypeDef(TypedDict):
    TrialComponentName: str,

TrialComponentMetricSummaryTypeDef#

# TrialComponentMetricSummaryTypeDef definition

class TrialComponentMetricSummaryTypeDef(TypedDict):
    MetricName: NotRequired[str],
    SourceArn: NotRequired[str],
    TimeStamp: NotRequired[datetime],
    Max: NotRequired[float],
    Min: NotRequired[float],
    Last: NotRequired[float],
    Count: NotRequired[int],
    Avg: NotRequired[float],
    StdDev: NotRequired[float],

TrialComponentSourceTypeDef#

# TrialComponentSourceTypeDef definition

class TrialComponentSourceTypeDef(TypedDict):
    SourceArn: str,
    SourceType: NotRequired[str],

DescribeTrialRequestRequestTypeDef#

# DescribeTrialRequestRequestTypeDef definition

class DescribeTrialRequestRequestTypeDef(TypedDict):
    TrialName: str,

TrialSourceTypeDef#

# TrialSourceTypeDef definition

class TrialSourceTypeDef(TypedDict):
    SourceArn: str,
    SourceType: NotRequired[str],

DescribeUserProfileRequestRequestTypeDef#

# DescribeUserProfileRequestRequestTypeDef definition

class DescribeUserProfileRequestRequestTypeDef(TypedDict):
    DomainId: str,
    UserProfileName: str,

DescribeWorkforceRequestRequestTypeDef#

# DescribeWorkforceRequestRequestTypeDef definition

class DescribeWorkforceRequestRequestTypeDef(TypedDict):
    WorkforceName: str,

DescribeWorkteamRequestRequestTypeDef#

# DescribeWorkteamRequestRequestTypeDef definition

class DescribeWorkteamRequestRequestTypeDef(TypedDict):
    WorkteamName: str,

ProductionVariantServerlessUpdateConfigTypeDef#

# ProductionVariantServerlessUpdateConfigTypeDef definition

class ProductionVariantServerlessUpdateConfigTypeDef(TypedDict):
    MaxConcurrency: NotRequired[int],
    ProvisionedConcurrency: NotRequired[int],

DeviceDeploymentSummaryTypeDef#

# DeviceDeploymentSummaryTypeDef definition

class DeviceDeploymentSummaryTypeDef(TypedDict):
    EdgeDeploymentPlanArn: str,
    EdgeDeploymentPlanName: str,
    StageName: str,
    DeviceName: str,
    DeviceArn: str,
    DeployedStageName: NotRequired[str],
    DeviceFleetName: NotRequired[str],
    DeviceDeploymentStatus: NotRequired[DeviceDeploymentStatusType],  # (1)
    DeviceDeploymentStatusMessage: NotRequired[str],
    Description: NotRequired[str],
    DeploymentStartTime: NotRequired[datetime],
  1. See DeviceDeploymentStatusType

DeviceFleetSummaryTypeDef#

# DeviceFleetSummaryTypeDef definition

class DeviceFleetSummaryTypeDef(TypedDict):
    DeviceFleetArn: str,
    DeviceFleetName: str,
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],

DeviceSelectionConfigTypeDef#

# DeviceSelectionConfigTypeDef definition

class DeviceSelectionConfigTypeDef(TypedDict):
    DeviceSubsetType: DeviceSubsetTypeType,  # (1)
    Percentage: NotRequired[int],
    DeviceNames: NotRequired[Sequence[str]],
    DeviceNameContains: NotRequired[str],
  1. See DeviceSubsetTypeType

DeviceStatsTypeDef#

# DeviceStatsTypeDef definition

class DeviceStatsTypeDef(TypedDict):
    ConnectedDeviceCount: int,
    RegisteredDeviceCount: int,

EdgeModelSummaryTypeDef#

# EdgeModelSummaryTypeDef definition

class EdgeModelSummaryTypeDef(TypedDict):
    ModelName: str,
    ModelVersion: str,

DeviceTypeDef#

# DeviceTypeDef definition

class DeviceTypeDef(TypedDict):
    DeviceName: str,
    Description: NotRequired[str],
    IotThingName: NotRequired[str],

DisassociateTrialComponentRequestRequestTypeDef#

# DisassociateTrialComponentRequestRequestTypeDef definition

class DisassociateTrialComponentRequestRequestTypeDef(TypedDict):
    TrialComponentName: str,
    TrialName: str,

DockerSettingsOutputTypeDef#

# DockerSettingsOutputTypeDef definition

class DockerSettingsOutputTypeDef(TypedDict):
    EnableDockerAccess: NotRequired[FeatureStatusType],  # (1)
    VpcOnlyTrustedAccounts: NotRequired[list[str]],
  1. See FeatureStatusType

DockerSettingsTypeDef#

# DockerSettingsTypeDef definition

class DockerSettingsTypeDef(TypedDict):
    EnableDockerAccess: NotRequired[FeatureStatusType],  # (1)
    VpcOnlyTrustedAccounts: NotRequired[Sequence[str]],
  1. See FeatureStatusType

DomainDetailsTypeDef#

# DomainDetailsTypeDef definition

class DomainDetailsTypeDef(TypedDict):
    DomainArn: NotRequired[str],
    DomainId: NotRequired[str],
    DomainName: NotRequired[str],
    Status: NotRequired[DomainStatusType],  # (1)
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    Url: NotRequired[str],
  1. See DomainStatusType

FileSourceTypeDef#

# FileSourceTypeDef definition

class FileSourceTypeDef(TypedDict):
    S3Uri: str,
    ContentType: NotRequired[str],
    ContentDigest: NotRequired[str],

EMRStepMetadataTypeDef#

# EMRStepMetadataTypeDef definition

class EMRStepMetadataTypeDef(TypedDict):
    ClusterId: NotRequired[str],
    StepId: NotRequired[str],
    StepName: NotRequired[str],
    LogFilePath: NotRequired[str],

EbsStorageSettingsTypeDef#

# EbsStorageSettingsTypeDef definition

class EbsStorageSettingsTypeDef(TypedDict):
    EbsVolumeSizeInGb: int,

EdgeDeploymentPlanSummaryTypeDef#

# EdgeDeploymentPlanSummaryTypeDef definition

class EdgeDeploymentPlanSummaryTypeDef(TypedDict):
    EdgeDeploymentPlanArn: str,
    EdgeDeploymentPlanName: str,
    DeviceFleetName: str,
    EdgeDeploymentSuccess: int,
    EdgeDeploymentPending: int,
    EdgeDeploymentFailed: int,
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],

EdgeModelStatTypeDef#

# EdgeModelStatTypeDef definition

class EdgeModelStatTypeDef(TypedDict):
    ModelName: str,
    ModelVersion: str,
    OfflineDeviceCount: int,
    ConnectedDeviceCount: int,
    ActiveDeviceCount: int,
    SamplingDeviceCount: int,

EdgePackagingJobSummaryTypeDef#

# EdgePackagingJobSummaryTypeDef definition

class EdgePackagingJobSummaryTypeDef(TypedDict):
    EdgePackagingJobArn: str,
    EdgePackagingJobName: str,
    EdgePackagingJobStatus: EdgePackagingJobStatusType,  # (1)
    CompilationJobName: NotRequired[str],
    ModelName: NotRequired[str],
    ModelVersion: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
  1. See EdgePackagingJobStatusType

EdgeTypeDef#

# EdgeTypeDef definition

class EdgeTypeDef(TypedDict):
    SourceArn: NotRequired[str],
    DestinationArn: NotRequired[str],
    AssociationType: NotRequired[AssociationEdgeTypeType],  # (1)
  1. See AssociationEdgeTypeType

EmrSettingsOutputTypeDef#

# EmrSettingsOutputTypeDef definition

class EmrSettingsOutputTypeDef(TypedDict):
    AssumableRoleArns: NotRequired[list[str]],
    ExecutionRoleArns: NotRequired[list[str]],

EmrSettingsTypeDef#

# EmrSettingsTypeDef definition

class EmrSettingsTypeDef(TypedDict):
    AssumableRoleArns: NotRequired[Sequence[str]],
    ExecutionRoleArns: NotRequired[Sequence[str]],

EndpointConfigStepMetadataTypeDef#

# EndpointConfigStepMetadataTypeDef definition

class EndpointConfigStepMetadataTypeDef(TypedDict):
    Arn: NotRequired[str],

EndpointConfigSummaryTypeDef#

# EndpointConfigSummaryTypeDef definition

class EndpointConfigSummaryTypeDef(TypedDict):
    EndpointConfigName: str,
    EndpointConfigArn: str,
    CreationTime: datetime,

EndpointInfoTypeDef#

# EndpointInfoTypeDef definition

class EndpointInfoTypeDef(TypedDict):
    EndpointName: NotRequired[str],

ProductionVariantServerlessConfigTypeDef#

# ProductionVariantServerlessConfigTypeDef definition

class ProductionVariantServerlessConfigTypeDef(TypedDict):
    MemorySizeInMB: int,
    MaxConcurrency: int,
    ProvisionedConcurrency: NotRequired[int],

InferenceMetricsTypeDef#

# InferenceMetricsTypeDef definition

class InferenceMetricsTypeDef(TypedDict):
    MaxInvocations: int,
    ModelLatency: int,

EndpointStepMetadataTypeDef#

# EndpointStepMetadataTypeDef definition

class EndpointStepMetadataTypeDef(TypedDict):
    Arn: NotRequired[str],

EndpointSummaryTypeDef#

# EndpointSummaryTypeDef definition

class EndpointSummaryTypeDef(TypedDict):
    EndpointName: str,
    EndpointArn: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    EndpointStatus: EndpointStatusType,  # (1)
  1. See EndpointStatusType

EnvironmentParameterTypeDef#

# EnvironmentParameterTypeDef definition

class EnvironmentParameterTypeDef(TypedDict):
    Key: str,
    ValueType: str,
    Value: str,

FailStepMetadataTypeDef#

# FailStepMetadataTypeDef definition

class FailStepMetadataTypeDef(TypedDict):
    ErrorMessage: NotRequired[str],

FilterTypeDef#

# FilterTypeDef definition

class FilterTypeDef(TypedDict):
    Name: str,
    Operator: NotRequired[OperatorType],  # (1)
    Value: NotRequired[str],
  1. See OperatorType

FinalHyperParameterTuningJobObjectiveMetricTypeDef#

# FinalHyperParameterTuningJobObjectiveMetricTypeDef definition

class FinalHyperParameterTuningJobObjectiveMetricTypeDef(TypedDict):
    MetricName: str,
    Value: float,
    Type: NotRequired[HyperParameterTuningJobObjectiveTypeType],  # (1)
  1. See HyperParameterTuningJobObjectiveTypeType

FlowDefinitionSummaryTypeDef#

# FlowDefinitionSummaryTypeDef definition

class FlowDefinitionSummaryTypeDef(TypedDict):
    FlowDefinitionName: str,
    FlowDefinitionArn: str,
    FlowDefinitionStatus: FlowDefinitionStatusType,  # (1)
    CreationTime: datetime,
    FailureReason: NotRequired[str],
  1. See FlowDefinitionStatusType

GetDeviceFleetReportRequestRequestTypeDef#

# GetDeviceFleetReportRequestRequestTypeDef definition

class GetDeviceFleetReportRequestRequestTypeDef(TypedDict):
    DeviceFleetName: str,

GetLineageGroupPolicyRequestRequestTypeDef#

# GetLineageGroupPolicyRequestRequestTypeDef definition

class GetLineageGroupPolicyRequestRequestTypeDef(TypedDict):
    LineageGroupName: str,

GetModelPackageGroupPolicyInputRequestTypeDef#

# GetModelPackageGroupPolicyInputRequestTypeDef definition

class GetModelPackageGroupPolicyInputRequestTypeDef(TypedDict):
    ModelPackageGroupName: str,

ScalingPolicyObjectiveTypeDef#

# ScalingPolicyObjectiveTypeDef definition

class ScalingPolicyObjectiveTypeDef(TypedDict):
    MinInvocationsPerMinute: NotRequired[int],
    MaxInvocationsPerMinute: NotRequired[int],

ScalingPolicyMetricTypeDef#

# ScalingPolicyMetricTypeDef definition

class ScalingPolicyMetricTypeDef(TypedDict):
    InvocationsPerInstance: NotRequired[int],
    ModelLatency: NotRequired[int],

PropertyNameSuggestionTypeDef#

# PropertyNameSuggestionTypeDef definition

class PropertyNameSuggestionTypeDef(TypedDict):
    PropertyName: NotRequired[str],

GitConfigForUpdateTypeDef#

# GitConfigForUpdateTypeDef definition

class GitConfigForUpdateTypeDef(TypedDict):
    SecretArn: NotRequired[str],

HiddenSageMakerImageOutputTypeDef#

# HiddenSageMakerImageOutputTypeDef definition

class HiddenSageMakerImageOutputTypeDef(TypedDict):
    SageMakerImageName: NotRequired[SageMakerImageNameType],  # (1)
    VersionAliases: NotRequired[list[str]],
  1. See SageMakerImageNameType

HiddenSageMakerImageTypeDef#

# HiddenSageMakerImageTypeDef definition

class HiddenSageMakerImageTypeDef(TypedDict):
    SageMakerImageName: NotRequired[SageMakerImageNameType],  # (1)
    VersionAliases: NotRequired[Sequence[str]],
  1. See SageMakerImageNameType

HolidayConfigAttributesTypeDef#

# HolidayConfigAttributesTypeDef definition

class HolidayConfigAttributesTypeDef(TypedDict):
    CountryCode: NotRequired[str],

HubContentInfoTypeDef#

# HubContentInfoTypeDef definition

class HubContentInfoTypeDef(TypedDict):
    HubContentName: str,
    HubContentArn: str,
    HubContentVersion: str,
    HubContentType: HubContentTypeType,  # (1)
    DocumentSchemaVersion: str,
    HubContentStatus: HubContentStatusType,  # (3)
    CreationTime: datetime,
    SageMakerPublicHubContentArn: NotRequired[str],
    HubContentDisplayName: NotRequired[str],
    HubContentDescription: NotRequired[str],
    SupportStatus: NotRequired[HubContentSupportStatusType],  # (2)
    HubContentSearchKeywords: NotRequired[list[str]],
    OriginalCreationTime: NotRequired[datetime],
  1. See HubContentTypeType
  2. See HubContentSupportStatusType
  3. See HubContentStatusType

HubInfoTypeDef#

# HubInfoTypeDef definition

class HubInfoTypeDef(TypedDict):
    HubName: str,
    HubArn: str,
    HubStatus: HubStatusType,  # (1)
    CreationTime: datetime,
    LastModifiedTime: datetime,
    HubDisplayName: NotRequired[str],
    HubDescription: NotRequired[str],
    HubSearchKeywords: NotRequired[list[str]],
  1. See HubStatusType

HumanLoopActivationConditionsConfigTypeDef#

# HumanLoopActivationConditionsConfigTypeDef definition

class HumanLoopActivationConditionsConfigTypeDef(TypedDict):
    HumanLoopActivationConditions: str,

UiConfigTypeDef#

# UiConfigTypeDef definition

class UiConfigTypeDef(TypedDict):
    UiTemplateS3Uri: NotRequired[str],
    HumanTaskUiArn: NotRequired[str],

HumanTaskUiSummaryTypeDef#

# HumanTaskUiSummaryTypeDef definition

class HumanTaskUiSummaryTypeDef(TypedDict):
    HumanTaskUiName: str,
    HumanTaskUiArn: str,
    CreationTime: datetime,

HyperParameterTuningJobObjectiveTypeDef#

# HyperParameterTuningJobObjectiveTypeDef definition

class HyperParameterTuningJobObjectiveTypeDef(TypedDict):
    Type: HyperParameterTuningJobObjectiveTypeType,  # (1)
    MetricName: str,
  1. See HyperParameterTuningJobObjectiveTypeType

HyperParameterTuningInstanceConfigTypeDef#

# HyperParameterTuningInstanceConfigTypeDef definition

class HyperParameterTuningInstanceConfigTypeDef(TypedDict):
    InstanceType: TrainingInstanceTypeType,  # (1)
    InstanceCount: int,
    VolumeSizeInGB: int,
  1. See TrainingInstanceTypeType

ResourceLimitsTypeDef#

# ResourceLimitsTypeDef definition

class ResourceLimitsTypeDef(TypedDict):
    MaxParallelTrainingJobs: int,
    MaxNumberOfTrainingJobs: NotRequired[int],
    MaxRuntimeInSeconds: NotRequired[int],

HyperbandStrategyConfigTypeDef#

# HyperbandStrategyConfigTypeDef definition

class HyperbandStrategyConfigTypeDef(TypedDict):
    MinResource: NotRequired[int],
    MaxResource: NotRequired[int],

ParentHyperParameterTuningJobTypeDef#

# ParentHyperParameterTuningJobTypeDef definition

class ParentHyperParameterTuningJobTypeDef(TypedDict):
    HyperParameterTuningJobName: NotRequired[str],

IamIdentityTypeDef#

# IamIdentityTypeDef definition

class IamIdentityTypeDef(TypedDict):
    Arn: NotRequired[str],
    PrincipalId: NotRequired[str],
    SourceIdentity: NotRequired[str],

IamPolicyConstraintsTypeDef#

# IamPolicyConstraintsTypeDef definition

class IamPolicyConstraintsTypeDef(TypedDict):
    SourceIp: NotRequired[EnabledOrDisabledType],  # (1)
    VpcSourceIp: NotRequired[EnabledOrDisabledType],  # (1)
  1. See EnabledOrDisabledType
  2. See EnabledOrDisabledType

RepositoryAuthConfigTypeDef#

# RepositoryAuthConfigTypeDef definition

class RepositoryAuthConfigTypeDef(TypedDict):
    RepositoryCredentialsProviderArn: str,

ImageTypeDef#

# ImageTypeDef definition

class ImageTypeDef(TypedDict):
    CreationTime: datetime,
    ImageArn: str,
    ImageName: str,
    ImageStatus: ImageStatusType,  # (1)
    LastModifiedTime: datetime,
    Description: NotRequired[str],
    DisplayName: NotRequired[str],
    FailureReason: NotRequired[str],
  1. See ImageStatusType

ImageVersionTypeDef#

# ImageVersionTypeDef definition

class ImageVersionTypeDef(TypedDict):
    CreationTime: datetime,
    ImageArn: str,
    ImageVersionArn: str,
    ImageVersionStatus: ImageVersionStatusType,  # (1)
    LastModifiedTime: datetime,
    Version: int,
    FailureReason: NotRequired[str],
  1. See ImageVersionStatusType

InferenceComponentComputeResourceRequirementsTypeDef#

# InferenceComponentComputeResourceRequirementsTypeDef definition

class InferenceComponentComputeResourceRequirementsTypeDef(TypedDict):
    MinMemoryRequiredInMb: int,
    NumberOfCpuCoresRequired: NotRequired[float],
    NumberOfAcceleratorDevicesRequired: NotRequired[float],
    MaxMemoryRequiredInMb: NotRequired[int],

InferenceComponentContainerSpecificationTypeDef#

# InferenceComponentContainerSpecificationTypeDef definition

class InferenceComponentContainerSpecificationTypeDef(TypedDict):
    Image: NotRequired[str],
    ArtifactUrl: NotRequired[str],
    Environment: NotRequired[Mapping[str, str]],

InferenceComponentStartupParametersTypeDef#

# InferenceComponentStartupParametersTypeDef definition

class InferenceComponentStartupParametersTypeDef(TypedDict):
    ModelDataDownloadTimeoutInSeconds: NotRequired[int],
    ContainerStartupHealthCheckTimeoutInSeconds: NotRequired[int],

InferenceComponentSummaryTypeDef#

# InferenceComponentSummaryTypeDef definition

class InferenceComponentSummaryTypeDef(TypedDict):
    CreationTime: datetime,
    InferenceComponentArn: str,
    InferenceComponentName: str,
    EndpointArn: str,
    EndpointName: str,
    VariantName: str,
    LastModifiedTime: datetime,
    InferenceComponentStatus: NotRequired[InferenceComponentStatusType],  # (1)
  1. See InferenceComponentStatusType

InferenceHubAccessConfigTypeDef#

# InferenceHubAccessConfigTypeDef definition

class InferenceHubAccessConfigTypeDef(TypedDict):
    HubContentArn: str,

RecommendationMetricsTypeDef#

# RecommendationMetricsTypeDef definition

class RecommendationMetricsTypeDef(TypedDict):
    CostPerHour: NotRequired[float],
    CostPerInference: NotRequired[float],
    MaxInvocations: NotRequired[int],
    ModelLatency: NotRequired[int],
    CpuUtilization: NotRequired[float],
    MemoryUtilization: NotRequired[float],
    ModelSetupTime: NotRequired[int],

InferenceRecommendationsJobTypeDef#

# InferenceRecommendationsJobTypeDef definition

class InferenceRecommendationsJobTypeDef(TypedDict):
    JobName: str,
    JobDescription: str,
    JobType: RecommendationJobTypeType,  # (1)
    JobArn: str,
    Status: RecommendationJobStatusType,  # (2)
    CreationTime: datetime,
    RoleArn: str,
    LastModifiedTime: datetime,
    CompletionTime: NotRequired[datetime],
    FailureReason: NotRequired[str],
    ModelName: NotRequired[str],
    SamplePayloadUrl: NotRequired[str],
    ModelPackageVersionArn: NotRequired[str],
  1. See RecommendationJobTypeType
  2. See RecommendationJobStatusType

InstanceGroupTypeDef#

# InstanceGroupTypeDef definition

class InstanceGroupTypeDef(TypedDict):
    InstanceType: TrainingInstanceTypeType,  # (1)
    InstanceCount: int,
    InstanceGroupName: str,
  1. See TrainingInstanceTypeType

IntegerParameterRangeSpecificationTypeDef#

# IntegerParameterRangeSpecificationTypeDef definition

class IntegerParameterRangeSpecificationTypeDef(TypedDict):
    MinValue: str,
    MaxValue: str,

IntegerParameterRangeTypeDef#

# IntegerParameterRangeTypeDef definition

class IntegerParameterRangeTypeDef(TypedDict):
    Name: str,
    MinValue: str,
    MaxValue: str,
    ScalingType: NotRequired[HyperParameterScalingTypeType],  # (1)
  1. See HyperParameterScalingTypeType

KernelSpecTypeDef#

# KernelSpecTypeDef definition

class KernelSpecTypeDef(TypedDict):
    Name: str,
    DisplayName: NotRequired[str],

LabelCountersForWorkteamTypeDef#

# LabelCountersForWorkteamTypeDef definition

class LabelCountersForWorkteamTypeDef(TypedDict):
    HumanLabeled: NotRequired[int],
    PendingHuman: NotRequired[int],
    Total: NotRequired[int],

LabelingJobDataAttributesOutputTypeDef#

# LabelingJobDataAttributesOutputTypeDef definition

class LabelingJobDataAttributesOutputTypeDef(TypedDict):
    ContentClassifiers: NotRequired[list[ContentClassifierType]],  # (1)
  1. See ContentClassifierType

LabelingJobDataAttributesTypeDef#

# LabelingJobDataAttributesTypeDef definition

class LabelingJobDataAttributesTypeDef(TypedDict):
    ContentClassifiers: NotRequired[Sequence[ContentClassifierType]],  # (1)
  1. See ContentClassifierType

LabelingJobS3DataSourceTypeDef#

# LabelingJobS3DataSourceTypeDef definition

class LabelingJobS3DataSourceTypeDef(TypedDict):
    ManifestS3Uri: str,

LabelingJobSnsDataSourceTypeDef#

# LabelingJobSnsDataSourceTypeDef definition

class LabelingJobSnsDataSourceTypeDef(TypedDict):
    SnsTopicArn: str,

LineageGroupSummaryTypeDef#

# LineageGroupSummaryTypeDef definition

class LineageGroupSummaryTypeDef(TypedDict):
    LineageGroupArn: NotRequired[str],
    LineageGroupName: NotRequired[str],
    DisplayName: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],

PaginatorConfigTypeDef#

# PaginatorConfigTypeDef definition

class PaginatorConfigTypeDef(TypedDict):
    MaxItems: NotRequired[int],
    PageSize: NotRequired[int],
    StartingToken: NotRequired[str],

ListAliasesRequestRequestTypeDef#

# ListAliasesRequestRequestTypeDef definition

class ListAliasesRequestRequestTypeDef(TypedDict):
    ImageName: str,
    Alias: NotRequired[str],
    Version: NotRequired[int],
    MaxResults: NotRequired[int],
    NextToken: NotRequired[str],

ListAppsRequestRequestTypeDef#

# ListAppsRequestRequestTypeDef definition

class ListAppsRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    SortOrder: NotRequired[SortOrderType],  # (1)
    SortBy: NotRequired[AppSortKeyType],  # (2)
    DomainIdEquals: NotRequired[str],
    UserProfileNameEquals: NotRequired[str],
    SpaceNameEquals: NotRequired[str],
  1. See SortOrderType
  2. See AppSortKeyType

ListCandidatesForAutoMLJobRequestRequestTypeDef#

# ListCandidatesForAutoMLJobRequestRequestTypeDef definition

class ListCandidatesForAutoMLJobRequestRequestTypeDef(TypedDict):
    AutoMLJobName: str,
    StatusEquals: NotRequired[CandidateStatusType],  # (1)
    CandidateNameEquals: NotRequired[str],
    SortOrder: NotRequired[AutoMLSortOrderType],  # (2)
    SortBy: NotRequired[CandidateSortByType],  # (3)
    MaxResults: NotRequired[int],
    NextToken: NotRequired[str],
  1. See CandidateStatusType
  2. See AutoMLSortOrderType
  3. See CandidateSortByType

MonitoringJobDefinitionSummaryTypeDef#

# MonitoringJobDefinitionSummaryTypeDef definition

class MonitoringJobDefinitionSummaryTypeDef(TypedDict):
    MonitoringJobDefinitionName: str,
    MonitoringJobDefinitionArn: str,
    CreationTime: datetime,
    EndpointName: str,

ListDomainsRequestRequestTypeDef#

# ListDomainsRequestRequestTypeDef definition

class ListDomainsRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],

ListInferenceRecommendationsJobStepsRequestRequestTypeDef#

# ListInferenceRecommendationsJobStepsRequestRequestTypeDef definition

class ListInferenceRecommendationsJobStepsRequestRequestTypeDef(TypedDict):
    JobName: str,
    Status: NotRequired[RecommendationJobStatusType],  # (1)
    StepType: NotRequired[RecommendationStepTypeType],  # (2)
    MaxResults: NotRequired[int],
    NextToken: NotRequired[str],
  1. See RecommendationJobStatusType
  2. See RecommendationStepTypeType

TrackingServerSummaryTypeDef#

# TrackingServerSummaryTypeDef definition

class TrackingServerSummaryTypeDef(TypedDict):
    TrackingServerArn: NotRequired[str],
    TrackingServerName: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    TrackingServerStatus: NotRequired[TrackingServerStatusType],  # (1)
    IsActive: NotRequired[IsTrackingServerActiveType],  # (2)
    MlflowVersion: NotRequired[str],
  1. See TrackingServerStatusType
  2. See IsTrackingServerActiveType

ModelCardExportJobSummaryTypeDef#

# ModelCardExportJobSummaryTypeDef definition

class ModelCardExportJobSummaryTypeDef(TypedDict):
    ModelCardExportJobName: str,
    ModelCardExportJobArn: str,
    Status: ModelCardExportJobStatusType,  # (1)
    ModelCardName: str,
    ModelCardVersion: int,
    CreatedAt: datetime,
    LastModifiedAt: datetime,
  1. See ModelCardExportJobStatusType

ModelCardVersionSummaryTypeDef#

# ModelCardVersionSummaryTypeDef definition

class ModelCardVersionSummaryTypeDef(TypedDict):
    ModelCardName: str,
    ModelCardArn: str,
    ModelCardStatus: ModelCardStatusType,  # (1)
    ModelCardVersion: int,
    CreationTime: datetime,
    LastModifiedTime: NotRequired[datetime],
  1. See ModelCardStatusType

ModelCardSummaryTypeDef#

# ModelCardSummaryTypeDef definition

class ModelCardSummaryTypeDef(TypedDict):
    ModelCardName: str,
    ModelCardArn: str,
    ModelCardStatus: ModelCardStatusType,  # (1)
    CreationTime: datetime,
    LastModifiedTime: NotRequired[datetime],
  1. See ModelCardStatusType

ModelMetadataSummaryTypeDef#

# ModelMetadataSummaryTypeDef definition

class ModelMetadataSummaryTypeDef(TypedDict):
    Domain: str,
    Framework: str,
    Task: str,
    Model: str,
    FrameworkVersion: str,

ModelPackageGroupSummaryTypeDef#

# ModelPackageGroupSummaryTypeDef definition

class ModelPackageGroupSummaryTypeDef(TypedDict):
    ModelPackageGroupName: str,
    ModelPackageGroupArn: str,
    CreationTime: datetime,
    ModelPackageGroupStatus: ModelPackageGroupStatusType,  # (1)
    ModelPackageGroupDescription: NotRequired[str],
  1. See ModelPackageGroupStatusType

ModelPackageSummaryTypeDef#

# ModelPackageSummaryTypeDef definition

class ModelPackageSummaryTypeDef(TypedDict):
    ModelPackageArn: str,
    CreationTime: datetime,
    ModelPackageStatus: ModelPackageStatusType,  # (1)
    ModelPackageName: NotRequired[str],
    ModelPackageGroupName: NotRequired[str],
    ModelPackageVersion: NotRequired[int],
    ModelPackageDescription: NotRequired[str],
    ModelApprovalStatus: NotRequired[ModelApprovalStatusType],  # (2)
  1. See ModelPackageStatusType
  2. See ModelApprovalStatusType

ModelSummaryTypeDef#

# ModelSummaryTypeDef definition

class ModelSummaryTypeDef(TypedDict):
    ModelName: str,
    ModelArn: str,
    CreationTime: datetime,

MonitoringAlertHistorySummaryTypeDef#

# MonitoringAlertHistorySummaryTypeDef definition

class MonitoringAlertHistorySummaryTypeDef(TypedDict):
    MonitoringScheduleName: str,
    MonitoringAlertName: str,
    CreationTime: datetime,
    AlertStatus: MonitoringAlertStatusType,  # (1)
  1. See MonitoringAlertStatusType

ListMonitoringAlertsRequestRequestTypeDef#

# ListMonitoringAlertsRequestRequestTypeDef definition

class ListMonitoringAlertsRequestRequestTypeDef(TypedDict):
    MonitoringScheduleName: str,
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],

MonitoringScheduleSummaryTypeDef#

# MonitoringScheduleSummaryTypeDef definition

class MonitoringScheduleSummaryTypeDef(TypedDict):
    MonitoringScheduleName: str,
    MonitoringScheduleArn: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    MonitoringScheduleStatus: ScheduleStatusType,  # (1)
    EndpointName: NotRequired[str],
    MonitoringJobDefinitionName: NotRequired[str],
    MonitoringType: NotRequired[MonitoringTypeType],  # (2)
  1. See ScheduleStatusType
  2. See MonitoringTypeType

NotebookInstanceLifecycleConfigSummaryTypeDef#

# NotebookInstanceLifecycleConfigSummaryTypeDef definition

class NotebookInstanceLifecycleConfigSummaryTypeDef(TypedDict):
    NotebookInstanceLifecycleConfigName: str,
    NotebookInstanceLifecycleConfigArn: str,
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],

NotebookInstanceSummaryTypeDef#

# NotebookInstanceSummaryTypeDef definition

class NotebookInstanceSummaryTypeDef(TypedDict):
    NotebookInstanceName: str,
    NotebookInstanceArn: str,
    NotebookInstanceStatus: NotRequired[NotebookInstanceStatusType],  # (1)
    Url: NotRequired[str],
    InstanceType: NotRequired[InstanceTypeType],  # (2)
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    NotebookInstanceLifecycleConfigName: NotRequired[str],
    DefaultCodeRepository: NotRequired[str],
    AdditionalCodeRepositories: NotRequired[list[str]],
  1. See NotebookInstanceStatusType
  2. See InstanceTypeType

OptimizationJobSummaryTypeDef#

# OptimizationJobSummaryTypeDef definition

class OptimizationJobSummaryTypeDef(TypedDict):
    OptimizationJobName: str,
    OptimizationJobArn: str,
    CreationTime: datetime,
    OptimizationJobStatus: OptimizationJobStatusType,  # (1)
    DeploymentInstanceType: OptimizationJobDeploymentInstanceTypeType,  # (2)
    OptimizationTypes: list[str],
    OptimizationStartTime: NotRequired[datetime],
    OptimizationEndTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
  1. See OptimizationJobStatusType
  2. See OptimizationJobDeploymentInstanceTypeType

ListPartnerAppsRequestRequestTypeDef#

# ListPartnerAppsRequestRequestTypeDef definition

class ListPartnerAppsRequestRequestTypeDef(TypedDict):
    MaxResults: NotRequired[int],
    NextToken: NotRequired[str],

PartnerAppSummaryTypeDef#

# PartnerAppSummaryTypeDef definition

class PartnerAppSummaryTypeDef(TypedDict):
    Arn: NotRequired[str],
    Name: NotRequired[str],
    Type: NotRequired[PartnerAppTypeType],  # (1)
    Status: NotRequired[PartnerAppStatusType],  # (2)
    CreationTime: NotRequired[datetime],
  1. See PartnerAppTypeType
  2. See PartnerAppStatusType

ListPipelineExecutionStepsRequestRequestTypeDef#

# ListPipelineExecutionStepsRequestRequestTypeDef definition

class ListPipelineExecutionStepsRequestRequestTypeDef(TypedDict):
    PipelineExecutionArn: NotRequired[str],
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    SortOrder: NotRequired[SortOrderType],  # (1)
  1. See SortOrderType

PipelineExecutionSummaryTypeDef#

# PipelineExecutionSummaryTypeDef definition

class PipelineExecutionSummaryTypeDef(TypedDict):
    PipelineExecutionArn: NotRequired[str],
    StartTime: NotRequired[datetime],
    PipelineExecutionStatus: NotRequired[PipelineExecutionStatusType],  # (1)
    PipelineExecutionDescription: NotRequired[str],
    PipelineExecutionDisplayName: NotRequired[str],
    PipelineExecutionFailureReason: NotRequired[str],
  1. See PipelineExecutionStatusType

ListPipelineParametersForExecutionRequestRequestTypeDef#

# ListPipelineParametersForExecutionRequestRequestTypeDef definition

class ListPipelineParametersForExecutionRequestRequestTypeDef(TypedDict):
    PipelineExecutionArn: str,
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],

ParameterTypeDef#

# ParameterTypeDef definition

class ParameterTypeDef(TypedDict):
    Name: str,
    Value: str,

PipelineSummaryTypeDef#

# PipelineSummaryTypeDef definition

class PipelineSummaryTypeDef(TypedDict):
    PipelineArn: NotRequired[str],
    PipelineName: NotRequired[str],
    PipelineDisplayName: NotRequired[str],
    PipelineDescription: NotRequired[str],
    RoleArn: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    LastExecutionTime: NotRequired[datetime],

ProcessingJobSummaryTypeDef#

# ProcessingJobSummaryTypeDef definition

class ProcessingJobSummaryTypeDef(TypedDict):
    ProcessingJobName: str,
    ProcessingJobArn: str,
    CreationTime: datetime,
    ProcessingJobStatus: ProcessingJobStatusType,  # (1)
    ProcessingEndTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    FailureReason: NotRequired[str],
    ExitMessage: NotRequired[str],
  1. See ProcessingJobStatusType

ProjectSummaryTypeDef#

# ProjectSummaryTypeDef definition

class ProjectSummaryTypeDef(TypedDict):
    ProjectName: str,
    ProjectArn: str,
    ProjectId: str,
    CreationTime: datetime,
    ProjectStatus: ProjectStatusType,  # (1)
    ProjectDescription: NotRequired[str],
  1. See ProjectStatusType

ResourceCatalogTypeDef#

# ResourceCatalogTypeDef definition

class ResourceCatalogTypeDef(TypedDict):
    ResourceCatalogArn: str,
    ResourceCatalogName: str,
    Description: str,
    CreationTime: datetime,

ListSpacesRequestRequestTypeDef#

# ListSpacesRequestRequestTypeDef definition

class ListSpacesRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    SortOrder: NotRequired[SortOrderType],  # (1)
    SortBy: NotRequired[SpaceSortKeyType],  # (2)
    DomainIdEquals: NotRequired[str],
    SpaceNameContains: NotRequired[str],
  1. See SortOrderType
  2. See SpaceSortKeyType

ListStageDevicesRequestRequestTypeDef#

# ListStageDevicesRequestRequestTypeDef definition

class ListStageDevicesRequestRequestTypeDef(TypedDict):
    EdgeDeploymentPlanName: str,
    StageName: str,
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    ExcludeDevicesDeployedInOtherStage: NotRequired[bool],

StudioLifecycleConfigDetailsTypeDef#

# StudioLifecycleConfigDetailsTypeDef definition

class StudioLifecycleConfigDetailsTypeDef(TypedDict):
    StudioLifecycleConfigArn: NotRequired[str],
    StudioLifecycleConfigName: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    StudioLifecycleConfigAppType: NotRequired[StudioLifecycleConfigAppTypeType],  # (1)
  1. See StudioLifecycleConfigAppTypeType

ListSubscribedWorkteamsRequestRequestTypeDef#

# ListSubscribedWorkteamsRequestRequestTypeDef definition

class ListSubscribedWorkteamsRequestRequestTypeDef(TypedDict):
    NameContains: NotRequired[str],
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],

ListTagsInputRequestTypeDef#

# ListTagsInputRequestTypeDef definition

class ListTagsInputRequestTypeDef(TypedDict):
    ResourceArn: str,
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],

ListTrainingJobsForHyperParameterTuningJobRequestRequestTypeDef#

# ListTrainingJobsForHyperParameterTuningJobRequestRequestTypeDef definition

class ListTrainingJobsForHyperParameterTuningJobRequestRequestTypeDef(TypedDict):
    HyperParameterTuningJobName: str,
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    StatusEquals: NotRequired[TrainingJobStatusType],  # (1)
    SortBy: NotRequired[TrainingJobSortByOptionsType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
  1. See TrainingJobStatusType
  2. See TrainingJobSortByOptionsType
  3. See SortOrderType

TrainingPlanFilterTypeDef#

# TrainingPlanFilterTypeDef definition

class TrainingPlanFilterTypeDef(TypedDict):
    Name: TrainingPlanFilterNameType,  # (1)
    Value: str,
  1. See TrainingPlanFilterNameType

TransformJobSummaryTypeDef#

# TransformJobSummaryTypeDef definition

class TransformJobSummaryTypeDef(TypedDict):
    TransformJobName: str,
    TransformJobArn: str,
    CreationTime: datetime,
    TransformJobStatus: TransformJobStatusType,  # (1)
    TransformEndTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    FailureReason: NotRequired[str],
  1. See TransformJobStatusType

ListUserProfilesRequestRequestTypeDef#

# ListUserProfilesRequestRequestTypeDef definition

class ListUserProfilesRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    SortOrder: NotRequired[SortOrderType],  # (1)
    SortBy: NotRequired[UserProfileSortKeyType],  # (2)
    DomainIdEquals: NotRequired[str],
    UserProfileNameContains: NotRequired[str],
  1. See SortOrderType
  2. See UserProfileSortKeyType

UserProfileDetailsTypeDef#

# UserProfileDetailsTypeDef definition

class UserProfileDetailsTypeDef(TypedDict):
    DomainId: NotRequired[str],
    UserProfileName: NotRequired[str],
    Status: NotRequired[UserProfileStatusType],  # (1)
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
  1. See UserProfileStatusType

ListWorkforcesRequestRequestTypeDef#

# ListWorkforcesRequestRequestTypeDef definition

class ListWorkforcesRequestRequestTypeDef(TypedDict):
    SortBy: NotRequired[ListWorkforcesSortByOptionsType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NameContains: NotRequired[str],
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
  1. See ListWorkforcesSortByOptionsType
  2. See SortOrderType

ListWorkteamsRequestRequestTypeDef#

# ListWorkteamsRequestRequestTypeDef definition

class ListWorkteamsRequestRequestTypeDef(TypedDict):
    SortBy: NotRequired[ListWorkteamsSortByOptionsType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NameContains: NotRequired[str],
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
  1. See ListWorkteamsSortByOptionsType
  2. See SortOrderType

OidcMemberDefinitionOutputTypeDef#

# OidcMemberDefinitionOutputTypeDef definition

class OidcMemberDefinitionOutputTypeDef(TypedDict):
    Groups: NotRequired[list[str]],

PredefinedMetricSpecificationTypeDef#

# PredefinedMetricSpecificationTypeDef definition

class PredefinedMetricSpecificationTypeDef(TypedDict):
    PredefinedMetricType: NotRequired[str],

ModelAccessConfigTypeDef#

# ModelAccessConfigTypeDef definition

class ModelAccessConfigTypeDef(TypedDict):
    AcceptEula: bool,

MonitoringGroundTruthS3InputTypeDef#

# MonitoringGroundTruthS3InputTypeDef definition

class MonitoringGroundTruthS3InputTypeDef(TypedDict):
    S3Uri: NotRequired[str],

ModelCompilationConfigOutputTypeDef#

# ModelCompilationConfigOutputTypeDef definition

class ModelCompilationConfigOutputTypeDef(TypedDict):
    Image: NotRequired[str],
    OverrideEnvironment: NotRequired[dict[str, str]],

ModelCompilationConfigTypeDef#

# ModelCompilationConfigTypeDef definition

class ModelCompilationConfigTypeDef(TypedDict):
    Image: NotRequired[str],
    OverrideEnvironment: NotRequired[Mapping[str, str]],

ModelDashboardEndpointTypeDef#

# ModelDashboardEndpointTypeDef definition

class ModelDashboardEndpointTypeDef(TypedDict):
    EndpointName: str,
    EndpointArn: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    EndpointStatus: EndpointStatusType,  # (1)
  1. See EndpointStatusType

ModelDashboardIndicatorActionTypeDef#

# ModelDashboardIndicatorActionTypeDef definition

class ModelDashboardIndicatorActionTypeDef(TypedDict):
    Enabled: NotRequired[bool],

RealTimeInferenceConfigTypeDef#

# RealTimeInferenceConfigTypeDef definition

class RealTimeInferenceConfigTypeDef(TypedDict):
    InstanceType: InstanceTypeType,  # (1)
    InstanceCount: int,
  1. See InstanceTypeType

ModelInputTypeDef#

# ModelInputTypeDef definition

class ModelInputTypeDef(TypedDict):
    DataInputConfig: str,

ModelLatencyThresholdTypeDef#

# ModelLatencyThresholdTypeDef definition

class ModelLatencyThresholdTypeDef(TypedDict):
    Percentile: NotRequired[str],
    ValueInMilliseconds: NotRequired[int],

ModelMetadataFilterTypeDef#

# ModelMetadataFilterTypeDef definition

class ModelMetadataFilterTypeDef(TypedDict):
    Name: ModelMetadataFilterTypeType,  # (1)
    Value: str,
  1. See ModelMetadataFilterTypeType

ModelPackageStatusItemTypeDef#

# ModelPackageStatusItemTypeDef definition

class ModelPackageStatusItemTypeDef(TypedDict):
    Name: str,
    Status: DetailedModelPackageStatusType,  # (1)
    FailureReason: NotRequired[str],
  1. See DetailedModelPackageStatusType

ModelQuantizationConfigOutputTypeDef#

# ModelQuantizationConfigOutputTypeDef definition

class ModelQuantizationConfigOutputTypeDef(TypedDict):
    Image: NotRequired[str],
    OverrideEnvironment: NotRequired[dict[str, str]],

ModelQuantizationConfigTypeDef#

# ModelQuantizationConfigTypeDef definition

class ModelQuantizationConfigTypeDef(TypedDict):
    Image: NotRequired[str],
    OverrideEnvironment: NotRequired[Mapping[str, str]],

ModelShardingConfigOutputTypeDef#

# ModelShardingConfigOutputTypeDef definition

class ModelShardingConfigOutputTypeDef(TypedDict):
    Image: NotRequired[str],
    OverrideEnvironment: NotRequired[dict[str, str]],

ModelShardingConfigTypeDef#

# ModelShardingConfigTypeDef definition

class ModelShardingConfigTypeDef(TypedDict):
    Image: NotRequired[str],
    OverrideEnvironment: NotRequired[Mapping[str, str]],

ModelStepMetadataTypeDef#

# ModelStepMetadataTypeDef definition

class ModelStepMetadataTypeDef(TypedDict):
    Arn: NotRequired[str],

MonitoringAppSpecificationOutputTypeDef#

# MonitoringAppSpecificationOutputTypeDef definition

class MonitoringAppSpecificationOutputTypeDef(TypedDict):
    ImageUri: str,
    ContainerEntrypoint: NotRequired[list[str]],
    ContainerArguments: NotRequired[list[str]],
    RecordPreprocessorSourceUri: NotRequired[str],
    PostAnalyticsProcessorSourceUri: NotRequired[str],

MonitoringAppSpecificationTypeDef#

# MonitoringAppSpecificationTypeDef definition

class MonitoringAppSpecificationTypeDef(TypedDict):
    ImageUri: str,
    ContainerEntrypoint: NotRequired[Sequence[str]],
    ContainerArguments: NotRequired[Sequence[str]],
    RecordPreprocessorSourceUri: NotRequired[str],
    PostAnalyticsProcessorSourceUri: NotRequired[str],

MonitoringClusterConfigTypeDef#

# MonitoringClusterConfigTypeDef definition

class MonitoringClusterConfigTypeDef(TypedDict):
    InstanceCount: int,
    InstanceType: ProcessingInstanceTypeType,  # (1)
    VolumeSizeInGB: int,
    VolumeKmsKeyId: NotRequired[str],
  1. See ProcessingInstanceTypeType

MonitoringCsvDatasetFormatTypeDef#

# MonitoringCsvDatasetFormatTypeDef definition

class MonitoringCsvDatasetFormatTypeDef(TypedDict):
    Header: NotRequired[bool],

MonitoringJsonDatasetFormatTypeDef#

# MonitoringJsonDatasetFormatTypeDef definition

class MonitoringJsonDatasetFormatTypeDef(TypedDict):
    Line: NotRequired[bool],

MonitoringS3OutputTypeDef#

# MonitoringS3OutputTypeDef definition

class MonitoringS3OutputTypeDef(TypedDict):
    S3Uri: str,
    LocalPath: str,
    S3UploadMode: NotRequired[ProcessingS3UploadModeType],  # (1)
  1. See ProcessingS3UploadModeType

ScheduleConfigTypeDef#

# ScheduleConfigTypeDef definition

class ScheduleConfigTypeDef(TypedDict):
    ScheduleExpression: str,
    DataAnalysisStartTime: NotRequired[str],
    DataAnalysisEndTime: NotRequired[str],

S3StorageConfigTypeDef#

# S3StorageConfigTypeDef definition

class S3StorageConfigTypeDef(TypedDict):
    S3Uri: str,
    KmsKeyId: NotRequired[str],
    ResolvedOutputS3Uri: NotRequired[str],

OidcConfigForResponseTypeDef#

# OidcConfigForResponseTypeDef definition

class OidcConfigForResponseTypeDef(TypedDict):
    ClientId: NotRequired[str],
    Issuer: NotRequired[str],
    AuthorizationEndpoint: NotRequired[str],
    TokenEndpoint: NotRequired[str],
    UserInfoEndpoint: NotRequired[str],
    LogoutEndpoint: NotRequired[str],
    JwksUri: NotRequired[str],
    Scope: NotRequired[str],
    AuthenticationRequestExtraParams: NotRequired[dict[str, str]],

OidcMemberDefinitionTypeDef#

# OidcMemberDefinitionTypeDef definition

class OidcMemberDefinitionTypeDef(TypedDict):
    Groups: NotRequired[Sequence[str]],

OnlineStoreSecurityConfigTypeDef#

# OnlineStoreSecurityConfigTypeDef definition

class OnlineStoreSecurityConfigTypeDef(TypedDict):
    KmsKeyId: NotRequired[str],

TtlDurationTypeDef#

# TtlDurationTypeDef definition

class TtlDurationTypeDef(TypedDict):
    Unit: NotRequired[TtlDurationUnitType],  # (1)
    Value: NotRequired[int],
  1. See TtlDurationUnitType

OptimizationModelAccessConfigTypeDef#

# OptimizationModelAccessConfigTypeDef definition

class OptimizationModelAccessConfigTypeDef(TypedDict):
    AcceptEula: bool,

TargetPlatformTypeDef#

# TargetPlatformTypeDef definition

class TargetPlatformTypeDef(TypedDict):
    Os: TargetPlatformOsType,  # (1)
    Arch: TargetPlatformArchType,  # (2)
    Accelerator: NotRequired[TargetPlatformAcceleratorType],  # (3)
  1. See TargetPlatformOsType
  2. See TargetPlatformArchType
  3. See TargetPlatformAcceleratorType

OwnershipSettingsSummaryTypeDef#

# OwnershipSettingsSummaryTypeDef definition

class OwnershipSettingsSummaryTypeDef(TypedDict):
    OwnerUserProfileName: NotRequired[str],

ParentTypeDef#

# ParentTypeDef definition

class ParentTypeDef(TypedDict):
    TrialName: NotRequired[str],
    ExperimentName: NotRequired[str],

ProductionVariantManagedInstanceScalingTypeDef#

# ProductionVariantManagedInstanceScalingTypeDef definition

class ProductionVariantManagedInstanceScalingTypeDef(TypedDict):
    Status: NotRequired[ManagedInstanceScalingStatusType],  # (1)
    MinInstanceCount: NotRequired[int],
    MaxInstanceCount: NotRequired[int],
  1. See ManagedInstanceScalingStatusType

ProductionVariantRoutingConfigTypeDef#

# ProductionVariantRoutingConfigTypeDef definition

class ProductionVariantRoutingConfigTypeDef(TypedDict):
    RoutingStrategy: RoutingStrategyType,  # (1)
  1. See RoutingStrategyType

ProductionVariantStatusTypeDef#

# ProductionVariantStatusTypeDef definition

class ProductionVariantStatusTypeDef(TypedDict):
    Status: VariantStatusType,  # (1)
    StatusMessage: NotRequired[str],
    StartTime: NotRequired[datetime],
  1. See VariantStatusType

PhaseTypeDef#

# PhaseTypeDef definition

class PhaseTypeDef(TypedDict):
    InitialNumberOfUsers: NotRequired[int],
    SpawnRate: NotRequired[int],
    DurationInSeconds: NotRequired[int],

ProcessingJobStepMetadataTypeDef#

# ProcessingJobStepMetadataTypeDef definition

class ProcessingJobStepMetadataTypeDef(TypedDict):
    Arn: NotRequired[str],

QualityCheckStepMetadataTypeDef#

# QualityCheckStepMetadataTypeDef definition

class QualityCheckStepMetadataTypeDef(TypedDict):
    CheckType: NotRequired[str],
    BaselineUsedForDriftCheckStatistics: NotRequired[str],
    BaselineUsedForDriftCheckConstraints: NotRequired[str],
    CalculatedBaselineStatistics: NotRequired[str],
    CalculatedBaselineConstraints: NotRequired[str],
    ModelPackageGroupName: NotRequired[str],
    ViolationReport: NotRequired[str],
    CheckJobArn: NotRequired[str],
    SkipCheck: NotRequired[bool],
    RegisterNewBaseline: NotRequired[bool],

RegisterModelStepMetadataTypeDef#

# RegisterModelStepMetadataTypeDef definition

class RegisterModelStepMetadataTypeDef(TypedDict):
    Arn: NotRequired[str],

TrainingJobStepMetadataTypeDef#

# TrainingJobStepMetadataTypeDef definition

class TrainingJobStepMetadataTypeDef(TypedDict):
    Arn: NotRequired[str],

TransformJobStepMetadataTypeDef#

# TransformJobStepMetadataTypeDef definition

class TransformJobStepMetadataTypeDef(TypedDict):
    Arn: NotRequired[str],

TuningJobStepMetaDataTypeDef#

# TuningJobStepMetaDataTypeDef definition

class TuningJobStepMetaDataTypeDef(TypedDict):
    Arn: NotRequired[str],

SelectiveExecutionResultTypeDef#

# SelectiveExecutionResultTypeDef definition

class SelectiveExecutionResultTypeDef(TypedDict):
    SourcePipelineExecutionArn: NotRequired[str],

PriorityClassTypeDef#

# PriorityClassTypeDef definition

class PriorityClassTypeDef(TypedDict):
    Name: str,
    Weight: int,

ProcessingClusterConfigTypeDef#

# ProcessingClusterConfigTypeDef definition

class ProcessingClusterConfigTypeDef(TypedDict):
    InstanceCount: int,
    InstanceType: ProcessingInstanceTypeType,  # (1)
    VolumeSizeInGB: int,
    VolumeKmsKeyId: NotRequired[str],
  1. See ProcessingInstanceTypeType

ProcessingFeatureStoreOutputTypeDef#

# ProcessingFeatureStoreOutputTypeDef definition

class ProcessingFeatureStoreOutputTypeDef(TypedDict):
    FeatureGroupName: str,

ProcessingS3InputTypeDef#

# ProcessingS3InputTypeDef definition

class ProcessingS3InputTypeDef(TypedDict):
    S3Uri: str,
    S3DataType: ProcessingS3DataTypeType,  # (1)
    LocalPath: NotRequired[str],
    S3InputMode: NotRequired[ProcessingS3InputModeType],  # (2)
    S3DataDistributionType: NotRequired[ProcessingS3DataDistributionTypeType],  # (3)
    S3CompressionType: NotRequired[ProcessingS3CompressionTypeType],  # (4)
  1. See ProcessingS3DataTypeType
  2. See ProcessingS3InputModeType
  3. See ProcessingS3DataDistributionTypeType
  4. See ProcessingS3CompressionTypeType

ProcessingS3OutputTypeDef#

# ProcessingS3OutputTypeDef definition

class ProcessingS3OutputTypeDef(TypedDict):
    S3Uri: str,
    S3UploadMode: ProcessingS3UploadModeType,  # (1)
    LocalPath: NotRequired[str],
  1. See ProcessingS3UploadModeType

ProductionVariantCoreDumpConfigTypeDef#

# ProductionVariantCoreDumpConfigTypeDef definition

class ProductionVariantCoreDumpConfigTypeDef(TypedDict):
    DestinationS3Uri: str,
    KmsKeyId: NotRequired[str],

ProfilerConfigForUpdateTypeDef#

# ProfilerConfigForUpdateTypeDef definition

class ProfilerConfigForUpdateTypeDef(TypedDict):
    S3OutputPath: NotRequired[str],
    ProfilingIntervalInMilliseconds: NotRequired[int],
    ProfilingParameters: NotRequired[Mapping[str, str]],
    DisableProfiler: NotRequired[bool],

ProfilerRuleConfigurationTypeDef#

# ProfilerRuleConfigurationTypeDef definition

class ProfilerRuleConfigurationTypeDef(TypedDict):
    RuleConfigurationName: str,
    RuleEvaluatorImage: str,
    LocalPath: NotRequired[str],
    S3OutputPath: NotRequired[str],
    InstanceType: NotRequired[ProcessingInstanceTypeType],  # (1)
    VolumeSizeInGB: NotRequired[int],
    RuleParameters: NotRequired[Mapping[str, str]],
  1. See ProcessingInstanceTypeType

PropertyNameQueryTypeDef#

# PropertyNameQueryTypeDef definition

class PropertyNameQueryTypeDef(TypedDict):
    PropertyNameHint: str,

ProvisioningParameterTypeDef#

# ProvisioningParameterTypeDef definition

class ProvisioningParameterTypeDef(TypedDict):
    Key: NotRequired[str],
    Value: NotRequired[str],

USDTypeDef#

# USDTypeDef definition

class USDTypeDef(TypedDict):
    Dollars: NotRequired[int],
    Cents: NotRequired[int],
    TenthFractionsOfACent: NotRequired[int],

PutModelPackageGroupPolicyInputRequestTypeDef#

# PutModelPackageGroupPolicyInputRequestTypeDef definition

class PutModelPackageGroupPolicyInputRequestTypeDef(TypedDict):
    ModelPackageGroupName: str,
    ResourcePolicy: str,

VertexTypeDef#

# VertexTypeDef definition

class VertexTypeDef(TypedDict):
    Arn: NotRequired[str],
    Type: NotRequired[str],
    LineageType: NotRequired[LineageTypeType],  # (1)
  1. See LineageTypeType

RStudioServerProAppSettingsTypeDef#

# RStudioServerProAppSettingsTypeDef definition

class RStudioServerProAppSettingsTypeDef(TypedDict):
    AccessStatus: NotRequired[RStudioServerProAccessStatusType],  # (1)
    UserGroup: NotRequired[RStudioServerProUserGroupType],  # (2)
  1. See RStudioServerProAccessStatusType
  2. See RStudioServerProUserGroupType

RecommendationJobCompiledOutputConfigTypeDef#

# RecommendationJobCompiledOutputConfigTypeDef definition

class RecommendationJobCompiledOutputConfigTypeDef(TypedDict):
    S3OutputUri: NotRequired[str],

RecommendationJobPayloadConfigOutputTypeDef#

# RecommendationJobPayloadConfigOutputTypeDef definition

class RecommendationJobPayloadConfigOutputTypeDef(TypedDict):
    SamplePayloadUrl: NotRequired[str],
    SupportedContentTypes: NotRequired[list[str]],

RecommendationJobResourceLimitTypeDef#

# RecommendationJobResourceLimitTypeDef definition

class RecommendationJobResourceLimitTypeDef(TypedDict):
    MaxNumberOfTests: NotRequired[int],
    MaxParallelOfTests: NotRequired[int],

RecommendationJobVpcConfigOutputTypeDef#

# RecommendationJobVpcConfigOutputTypeDef definition

class RecommendationJobVpcConfigOutputTypeDef(TypedDict):
    SecurityGroupIds: list[str],
    Subnets: list[str],

RecommendationJobPayloadConfigTypeDef#

# RecommendationJobPayloadConfigTypeDef definition

class RecommendationJobPayloadConfigTypeDef(TypedDict):
    SamplePayloadUrl: NotRequired[str],
    SupportedContentTypes: NotRequired[Sequence[str]],

RecommendationJobVpcConfigTypeDef#

# RecommendationJobVpcConfigTypeDef definition

class RecommendationJobVpcConfigTypeDef(TypedDict):
    SecurityGroupIds: Sequence[str],
    Subnets: Sequence[str],

RemoteDebugConfigForUpdateTypeDef#

# RemoteDebugConfigForUpdateTypeDef definition

class RemoteDebugConfigForUpdateTypeDef(TypedDict):
    EnableRemoteDebug: NotRequired[bool],

RenderableTaskTypeDef#

# RenderableTaskTypeDef definition

class RenderableTaskTypeDef(TypedDict):
    Input: str,

RenderingErrorTypeDef#

# RenderingErrorTypeDef definition

class RenderingErrorTypeDef(TypedDict):
    Code: str,
    Message: str,

ReservedCapacityOfferingTypeDef#

# ReservedCapacityOfferingTypeDef definition

class ReservedCapacityOfferingTypeDef(TypedDict):
    InstanceType: ReservedCapacityInstanceTypeType,  # (1)
    InstanceCount: int,
    AvailabilityZone: NotRequired[str],
    DurationHours: NotRequired[int],
    DurationMinutes: NotRequired[int],
    StartTime: NotRequired[datetime],
    EndTime: NotRequired[datetime],
  1. See ReservedCapacityInstanceTypeType

ResourceConfigForUpdateTypeDef#

# ResourceConfigForUpdateTypeDef definition

class ResourceConfigForUpdateTypeDef(TypedDict):
    KeepAlivePeriodInSeconds: int,

S3DataSourceTypeDef#

# S3DataSourceTypeDef definition

class S3DataSourceTypeDef(TypedDict):
    S3DataType: S3DataTypeType,  # (1)
    S3Uri: str,
    S3DataDistributionType: NotRequired[S3DataDistributionType],  # (2)
    AttributeNames: NotRequired[Sequence[str]],
    InstanceGroupNames: NotRequired[Sequence[str]],
  1. See S3DataTypeType
  2. See S3DataDistributionType

VisibilityConditionsTypeDef#

# VisibilityConditionsTypeDef definition

class VisibilityConditionsTypeDef(TypedDict):
    Key: NotRequired[str],
    Value: NotRequired[str],

SelectedStepTypeDef#

# SelectedStepTypeDef definition

class SelectedStepTypeDef(TypedDict):
    StepName: str,

SendPipelineExecutionStepFailureRequestRequestTypeDef#

# SendPipelineExecutionStepFailureRequestRequestTypeDef definition

class SendPipelineExecutionStepFailureRequestRequestTypeDef(TypedDict):
    CallbackToken: str,
    FailureReason: NotRequired[str],
    ClientRequestToken: NotRequired[str],

ShadowModelVariantConfigTypeDef#

# ShadowModelVariantConfigTypeDef definition

class ShadowModelVariantConfigTypeDef(TypedDict):
    ShadowModelVariantName: str,
    SamplingPercentage: int,

SharingSettingsTypeDef#

# SharingSettingsTypeDef definition

class SharingSettingsTypeDef(TypedDict):
    NotebookOutputOption: NotRequired[NotebookOutputOptionType],  # (1)
    S3OutputPath: NotRequired[str],
    S3KmsKeyId: NotRequired[str],
  1. See NotebookOutputOptionType

SourceIpConfigOutputTypeDef#

# SourceIpConfigOutputTypeDef definition

class SourceIpConfigOutputTypeDef(TypedDict):
    Cidrs: list[str],

SpaceIdleSettingsTypeDef#

# SpaceIdleSettingsTypeDef definition

class SpaceIdleSettingsTypeDef(TypedDict):
    IdleTimeoutInMinutes: NotRequired[int],

SpaceSharingSettingsSummaryTypeDef#

# SpaceSharingSettingsSummaryTypeDef definition

class SpaceSharingSettingsSummaryTypeDef(TypedDict):
    SharingType: NotRequired[SharingTypeType],  # (1)
  1. See SharingTypeType

StairsTypeDef#

# StairsTypeDef definition

class StairsTypeDef(TypedDict):
    DurationInSeconds: NotRequired[int],
    NumberOfSteps: NotRequired[int],
    UsersPerStep: NotRequired[int],

StartEdgeDeploymentStageRequestRequestTypeDef#

# StartEdgeDeploymentStageRequestRequestTypeDef definition

class StartEdgeDeploymentStageRequestRequestTypeDef(TypedDict):
    EdgeDeploymentPlanName: str,
    StageName: str,

StartInferenceExperimentRequestRequestTypeDef#

# StartInferenceExperimentRequestRequestTypeDef definition

class StartInferenceExperimentRequestRequestTypeDef(TypedDict):
    Name: str,

StartMlflowTrackingServerRequestRequestTypeDef#

# StartMlflowTrackingServerRequestRequestTypeDef definition

class StartMlflowTrackingServerRequestRequestTypeDef(TypedDict):
    TrackingServerName: str,

StartMonitoringScheduleRequestRequestTypeDef#

# StartMonitoringScheduleRequestRequestTypeDef definition

class StartMonitoringScheduleRequestRequestTypeDef(TypedDict):
    MonitoringScheduleName: str,

StartNotebookInstanceInputRequestTypeDef#

# StartNotebookInstanceInputRequestTypeDef definition

class StartNotebookInstanceInputRequestTypeDef(TypedDict):
    NotebookInstanceName: str,

StopAutoMLJobRequestRequestTypeDef#

# StopAutoMLJobRequestRequestTypeDef definition

class StopAutoMLJobRequestRequestTypeDef(TypedDict):
    AutoMLJobName: str,

StopCompilationJobRequestRequestTypeDef#

# StopCompilationJobRequestRequestTypeDef definition

class StopCompilationJobRequestRequestTypeDef(TypedDict):
    CompilationJobName: str,

StopEdgeDeploymentStageRequestRequestTypeDef#

# StopEdgeDeploymentStageRequestRequestTypeDef definition

class StopEdgeDeploymentStageRequestRequestTypeDef(TypedDict):
    EdgeDeploymentPlanName: str,
    StageName: str,

StopEdgePackagingJobRequestRequestTypeDef#

# StopEdgePackagingJobRequestRequestTypeDef definition

class StopEdgePackagingJobRequestRequestTypeDef(TypedDict):
    EdgePackagingJobName: str,

StopHyperParameterTuningJobRequestRequestTypeDef#

# StopHyperParameterTuningJobRequestRequestTypeDef definition

class StopHyperParameterTuningJobRequestRequestTypeDef(TypedDict):
    HyperParameterTuningJobName: str,

StopInferenceRecommendationsJobRequestRequestTypeDef#

# StopInferenceRecommendationsJobRequestRequestTypeDef definition

class StopInferenceRecommendationsJobRequestRequestTypeDef(TypedDict):
    JobName: str,

StopLabelingJobRequestRequestTypeDef#

# StopLabelingJobRequestRequestTypeDef definition

class StopLabelingJobRequestRequestTypeDef(TypedDict):
    LabelingJobName: str,

StopMlflowTrackingServerRequestRequestTypeDef#

# StopMlflowTrackingServerRequestRequestTypeDef definition

class StopMlflowTrackingServerRequestRequestTypeDef(TypedDict):
    TrackingServerName: str,

StopMonitoringScheduleRequestRequestTypeDef#

# StopMonitoringScheduleRequestRequestTypeDef definition

class StopMonitoringScheduleRequestRequestTypeDef(TypedDict):
    MonitoringScheduleName: str,

StopNotebookInstanceInputRequestTypeDef#

# StopNotebookInstanceInputRequestTypeDef definition

class StopNotebookInstanceInputRequestTypeDef(TypedDict):
    NotebookInstanceName: str,

StopOptimizationJobRequestRequestTypeDef#

# StopOptimizationJobRequestRequestTypeDef definition

class StopOptimizationJobRequestRequestTypeDef(TypedDict):
    OptimizationJobName: str,

StopPipelineExecutionRequestRequestTypeDef#

# StopPipelineExecutionRequestRequestTypeDef definition

class StopPipelineExecutionRequestRequestTypeDef(TypedDict):
    PipelineExecutionArn: str,
    ClientRequestToken: str,

StopProcessingJobRequestRequestTypeDef#

# StopProcessingJobRequestRequestTypeDef definition

class StopProcessingJobRequestRequestTypeDef(TypedDict):
    ProcessingJobName: str,

StopTrainingJobRequestRequestTypeDef#

# StopTrainingJobRequestRequestTypeDef definition

class StopTrainingJobRequestRequestTypeDef(TypedDict):
    TrainingJobName: str,

StopTransformJobRequestRequestTypeDef#

# StopTransformJobRequestRequestTypeDef definition

class StopTransformJobRequestRequestTypeDef(TypedDict):
    TransformJobName: str,

ThroughputConfigUpdateTypeDef#

# ThroughputConfigUpdateTypeDef definition

class ThroughputConfigUpdateTypeDef(TypedDict):
    ThroughputMode: NotRequired[ThroughputModeType],  # (1)
    ProvisionedReadCapacityUnits: NotRequired[int],
    ProvisionedWriteCapacityUnits: NotRequired[int],
  1. See ThroughputModeType

TimeSeriesConfigOutputTypeDef#

# TimeSeriesConfigOutputTypeDef definition

class TimeSeriesConfigOutputTypeDef(TypedDict):
    TargetAttributeName: str,
    TimestampAttributeName: str,
    ItemIdentifierAttributeName: str,
    GroupingAttributeNames: NotRequired[list[str]],

TimeSeriesConfigTypeDef#

# TimeSeriesConfigTypeDef definition

class TimeSeriesConfigTypeDef(TypedDict):
    TargetAttributeName: str,
    TimestampAttributeName: str,
    ItemIdentifierAttributeName: str,
    GroupingAttributeNames: NotRequired[Sequence[str]],

TimeSeriesTransformationsOutputTypeDef#

# TimeSeriesTransformationsOutputTypeDef definition

class TimeSeriesTransformationsOutputTypeDef(TypedDict):
    Filling: NotRequired[dict[str, dict[FillingTypeType, str]]],  # (1)
    Aggregation: NotRequired[dict[str, AggregationTransformationValueType]],  # (2)
  1. See FillingTypeType
  2. See AggregationTransformationValueType

TimeSeriesTransformationsTypeDef#

# TimeSeriesTransformationsTypeDef definition

class TimeSeriesTransformationsTypeDef(TypedDict):
    Filling: NotRequired[Mapping[str, Mapping[FillingTypeType, str]]],  # (1)
    Aggregation: NotRequired[Mapping[str, AggregationTransformationValueType]],  # (2)
  1. See FillingTypeType
  2. See AggregationTransformationValueType

TrainingRepositoryAuthConfigTypeDef#

# TrainingRepositoryAuthConfigTypeDef definition

class TrainingRepositoryAuthConfigTypeDef(TypedDict):
    TrainingRepositoryCredentialsProviderArn: str,

TransformS3DataSourceTypeDef#

# TransformS3DataSourceTypeDef definition

class TransformS3DataSourceTypeDef(TypedDict):
    S3DataType: S3DataTypeType,  # (1)
    S3Uri: str,
  1. See S3DataTypeType

UpdateActionRequestRequestTypeDef#

# UpdateActionRequestRequestTypeDef definition

class UpdateActionRequestRequestTypeDef(TypedDict):
    ActionName: str,
    Description: NotRequired[str],
    Status: NotRequired[ActionStatusType],  # (1)
    Properties: NotRequired[Mapping[str, str]],
    PropertiesToRemove: NotRequired[Sequence[str]],
  1. See ActionStatusType

UpdateArtifactRequestRequestTypeDef#

# UpdateArtifactRequestRequestTypeDef definition

class UpdateArtifactRequestRequestTypeDef(TypedDict):
    ArtifactArn: str,
    ArtifactName: NotRequired[str],
    Properties: NotRequired[Mapping[str, str]],
    PropertiesToRemove: NotRequired[Sequence[str]],

UpdateClusterSoftwareRequestRequestTypeDef#

# UpdateClusterSoftwareRequestRequestTypeDef definition

class UpdateClusterSoftwareRequestRequestTypeDef(TypedDict):
    ClusterName: str,

UpdateContextRequestRequestTypeDef#

# UpdateContextRequestRequestTypeDef definition

class UpdateContextRequestRequestTypeDef(TypedDict):
    ContextName: str,
    Description: NotRequired[str],
    Properties: NotRequired[Mapping[str, str]],
    PropertiesToRemove: NotRequired[Sequence[str]],

VariantPropertyTypeDef#

# VariantPropertyTypeDef definition

class VariantPropertyTypeDef(TypedDict):
    VariantPropertyType: VariantPropertyTypeType,  # (1)
  1. See VariantPropertyTypeType

UpdateExperimentRequestRequestTypeDef#

# UpdateExperimentRequestRequestTypeDef definition

class UpdateExperimentRequestRequestTypeDef(TypedDict):
    ExperimentName: str,
    DisplayName: NotRequired[str],
    Description: NotRequired[str],

UpdateHubRequestRequestTypeDef#

# UpdateHubRequestRequestTypeDef definition

class UpdateHubRequestRequestTypeDef(TypedDict):
    HubName: str,
    HubDescription: NotRequired[str],
    HubDisplayName: NotRequired[str],
    HubSearchKeywords: NotRequired[Sequence[str]],

UpdateImageRequestRequestTypeDef#

# UpdateImageRequestRequestTypeDef definition

class UpdateImageRequestRequestTypeDef(TypedDict):
    ImageName: str,
    DeleteProperties: NotRequired[Sequence[str]],
    Description: NotRequired[str],
    DisplayName: NotRequired[str],
    RoleArn: NotRequired[str],

UpdateImageVersionRequestRequestTypeDef#

# UpdateImageVersionRequestRequestTypeDef definition

class UpdateImageVersionRequestRequestTypeDef(TypedDict):
    ImageName: str,
    Alias: NotRequired[str],
    Version: NotRequired[int],
    AliasesToAdd: NotRequired[Sequence[str]],
    AliasesToDelete: NotRequired[Sequence[str]],
    VendorGuidance: NotRequired[VendorGuidanceType],  # (1)
    JobType: NotRequired[JobTypeType],  # (2)
    MLFramework: NotRequired[str],
    ProgrammingLang: NotRequired[str],
    Processor: NotRequired[ProcessorType],  # (3)
    Horovod: NotRequired[bool],
    ReleaseNotes: NotRequired[str],
  1. See VendorGuidanceType
  2. See JobTypeType
  3. See ProcessorType

UpdateMlflowTrackingServerRequestRequestTypeDef#

# UpdateMlflowTrackingServerRequestRequestTypeDef definition

class UpdateMlflowTrackingServerRequestRequestTypeDef(TypedDict):
    TrackingServerName: str,
    ArtifactStoreUri: NotRequired[str],
    TrackingServerSize: NotRequired[TrackingServerSizeType],  # (1)
    AutomaticModelRegistration: NotRequired[bool],
    WeeklyMaintenanceWindowStart: NotRequired[str],
  1. See TrackingServerSizeType

UpdateModelCardRequestRequestTypeDef#

# UpdateModelCardRequestRequestTypeDef definition

class UpdateModelCardRequestRequestTypeDef(TypedDict):
    ModelCardName: str,
    Content: NotRequired[str],
    ModelCardStatus: NotRequired[ModelCardStatusType],  # (1)
  1. See ModelCardStatusType

UpdateMonitoringAlertRequestRequestTypeDef#

# UpdateMonitoringAlertRequestRequestTypeDef definition

class UpdateMonitoringAlertRequestRequestTypeDef(TypedDict):
    MonitoringScheduleName: str,
    MonitoringAlertName: str,
    DatapointsToAlert: int,
    EvaluationPeriod: int,

UpdateTrialRequestRequestTypeDef#

# UpdateTrialRequestRequestTypeDef definition

class UpdateTrialRequestRequestTypeDef(TypedDict):
    TrialName: str,
    DisplayName: NotRequired[str],

WorkforceVpcConfigResponseTypeDef#

# WorkforceVpcConfigResponseTypeDef definition

class WorkforceVpcConfigResponseTypeDef(TypedDict):
    VpcId: str,
    SecurityGroupIds: list[str],
    Subnets: list[str],
    VpcEndpointId: NotRequired[str],

ActionSummaryTypeDef#

# ActionSummaryTypeDef definition

class ActionSummaryTypeDef(TypedDict):
    ActionArn: NotRequired[str],
    ActionName: NotRequired[str],
    Source: NotRequired[ActionSourceTypeDef],  # (1)
    ActionType: NotRequired[str],
    Status: NotRequired[ActionStatusType],  # (2)
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
  1. See ActionSourceTypeDef
  2. See ActionStatusType

AddAssociationResponseTypeDef#

# AddAssociationResponseTypeDef definition

class AddAssociationResponseTypeDef(TypedDict):
    SourceArn: str,
    DestinationArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

AssociateTrialComponentResponseTypeDef#

# AssociateTrialComponentResponseTypeDef definition

class AssociateTrialComponentResponseTypeDef(TypedDict):
    TrialComponentArn: str,
    TrialArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateActionResponseTypeDef#

# CreateActionResponseTypeDef definition

class CreateActionResponseTypeDef(TypedDict):
    ActionArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateAlgorithmOutputTypeDef#

# CreateAlgorithmOutputTypeDef definition

class CreateAlgorithmOutputTypeDef(TypedDict):
    AlgorithmArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateAppImageConfigResponseTypeDef#

# CreateAppImageConfigResponseTypeDef definition

class CreateAppImageConfigResponseTypeDef(TypedDict):
    AppImageConfigArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateAppResponseTypeDef#

# CreateAppResponseTypeDef definition

class CreateAppResponseTypeDef(TypedDict):
    AppArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateArtifactResponseTypeDef#

# CreateArtifactResponseTypeDef definition

class CreateArtifactResponseTypeDef(TypedDict):
    ArtifactArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateAutoMLJobResponseTypeDef#

# CreateAutoMLJobResponseTypeDef definition

class CreateAutoMLJobResponseTypeDef(TypedDict):
    AutoMLJobArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateAutoMLJobV2ResponseTypeDef#

# CreateAutoMLJobV2ResponseTypeDef definition

class CreateAutoMLJobV2ResponseTypeDef(TypedDict):
    AutoMLJobArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateClusterResponseTypeDef#

# CreateClusterResponseTypeDef definition

class CreateClusterResponseTypeDef(TypedDict):
    ClusterArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateClusterSchedulerConfigResponseTypeDef#

# CreateClusterSchedulerConfigResponseTypeDef definition

class CreateClusterSchedulerConfigResponseTypeDef(TypedDict):
    ClusterSchedulerConfigArn: str,
    ClusterSchedulerConfigId: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateCodeRepositoryOutputTypeDef#

# CreateCodeRepositoryOutputTypeDef definition

class CreateCodeRepositoryOutputTypeDef(TypedDict):
    CodeRepositoryArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateCompilationJobResponseTypeDef#

# CreateCompilationJobResponseTypeDef definition

class CreateCompilationJobResponseTypeDef(TypedDict):
    CompilationJobArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateComputeQuotaResponseTypeDef#

# CreateComputeQuotaResponseTypeDef definition

class CreateComputeQuotaResponseTypeDef(TypedDict):
    ComputeQuotaArn: str,
    ComputeQuotaId: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateContextResponseTypeDef#

# CreateContextResponseTypeDef definition

class CreateContextResponseTypeDef(TypedDict):
    ContextArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateDataQualityJobDefinitionResponseTypeDef#

# CreateDataQualityJobDefinitionResponseTypeDef definition

class CreateDataQualityJobDefinitionResponseTypeDef(TypedDict):
    JobDefinitionArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateDomainResponseTypeDef#

# CreateDomainResponseTypeDef definition

class CreateDomainResponseTypeDef(TypedDict):
    DomainArn: str,
    Url: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateEdgeDeploymentPlanResponseTypeDef#

# CreateEdgeDeploymentPlanResponseTypeDef definition

class CreateEdgeDeploymentPlanResponseTypeDef(TypedDict):
    EdgeDeploymentPlanArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateEndpointConfigOutputTypeDef#

# CreateEndpointConfigOutputTypeDef definition

class CreateEndpointConfigOutputTypeDef(TypedDict):
    EndpointConfigArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateEndpointOutputTypeDef#

# CreateEndpointOutputTypeDef definition

class CreateEndpointOutputTypeDef(TypedDict):
    EndpointArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateExperimentResponseTypeDef#

# CreateExperimentResponseTypeDef definition

class CreateExperimentResponseTypeDef(TypedDict):
    ExperimentArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateFeatureGroupResponseTypeDef#

# CreateFeatureGroupResponseTypeDef definition

class CreateFeatureGroupResponseTypeDef(TypedDict):
    FeatureGroupArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateFlowDefinitionResponseTypeDef#

# CreateFlowDefinitionResponseTypeDef definition

class CreateFlowDefinitionResponseTypeDef(TypedDict):
    FlowDefinitionArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateHubContentReferenceResponseTypeDef#

# CreateHubContentReferenceResponseTypeDef definition

class CreateHubContentReferenceResponseTypeDef(TypedDict):
    HubArn: str,
    HubContentArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateHubResponseTypeDef#

# CreateHubResponseTypeDef definition

class CreateHubResponseTypeDef(TypedDict):
    HubArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateHumanTaskUiResponseTypeDef#

# CreateHumanTaskUiResponseTypeDef definition

class CreateHumanTaskUiResponseTypeDef(TypedDict):
    HumanTaskUiArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateHyperParameterTuningJobResponseTypeDef#

# CreateHyperParameterTuningJobResponseTypeDef definition

class CreateHyperParameterTuningJobResponseTypeDef(TypedDict):
    HyperParameterTuningJobArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateImageResponseTypeDef#

# CreateImageResponseTypeDef definition

class CreateImageResponseTypeDef(TypedDict):
    ImageArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateImageVersionResponseTypeDef#

# CreateImageVersionResponseTypeDef definition

class CreateImageVersionResponseTypeDef(TypedDict):
    ImageVersionArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateInferenceComponentOutputTypeDef#

# CreateInferenceComponentOutputTypeDef definition

class CreateInferenceComponentOutputTypeDef(TypedDict):
    InferenceComponentArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateInferenceExperimentResponseTypeDef#

# CreateInferenceExperimentResponseTypeDef definition

class CreateInferenceExperimentResponseTypeDef(TypedDict):
    InferenceExperimentArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateInferenceRecommendationsJobResponseTypeDef#

# CreateInferenceRecommendationsJobResponseTypeDef definition

class CreateInferenceRecommendationsJobResponseTypeDef(TypedDict):
    JobArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateLabelingJobResponseTypeDef#

# CreateLabelingJobResponseTypeDef definition

class CreateLabelingJobResponseTypeDef(TypedDict):
    LabelingJobArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateMlflowTrackingServerResponseTypeDef#

# CreateMlflowTrackingServerResponseTypeDef definition

class CreateMlflowTrackingServerResponseTypeDef(TypedDict):
    TrackingServerArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateModelBiasJobDefinitionResponseTypeDef#

# CreateModelBiasJobDefinitionResponseTypeDef definition

class CreateModelBiasJobDefinitionResponseTypeDef(TypedDict):
    JobDefinitionArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateModelCardExportJobResponseTypeDef#

# CreateModelCardExportJobResponseTypeDef definition

class CreateModelCardExportJobResponseTypeDef(TypedDict):
    ModelCardExportJobArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateModelCardResponseTypeDef#

# CreateModelCardResponseTypeDef definition

class CreateModelCardResponseTypeDef(TypedDict):
    ModelCardArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateModelExplainabilityJobDefinitionResponseTypeDef#

# CreateModelExplainabilityJobDefinitionResponseTypeDef definition

class CreateModelExplainabilityJobDefinitionResponseTypeDef(TypedDict):
    JobDefinitionArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateModelOutputTypeDef#

# CreateModelOutputTypeDef definition

class CreateModelOutputTypeDef(TypedDict):
    ModelArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateModelPackageGroupOutputTypeDef#

# CreateModelPackageGroupOutputTypeDef definition

class CreateModelPackageGroupOutputTypeDef(TypedDict):
    ModelPackageGroupArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateModelPackageOutputTypeDef#

# CreateModelPackageOutputTypeDef definition

class CreateModelPackageOutputTypeDef(TypedDict):
    ModelPackageArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateModelQualityJobDefinitionResponseTypeDef#

# CreateModelQualityJobDefinitionResponseTypeDef definition

class CreateModelQualityJobDefinitionResponseTypeDef(TypedDict):
    JobDefinitionArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateMonitoringScheduleResponseTypeDef#

# CreateMonitoringScheduleResponseTypeDef definition

class CreateMonitoringScheduleResponseTypeDef(TypedDict):
    MonitoringScheduleArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateNotebookInstanceLifecycleConfigOutputTypeDef#

# CreateNotebookInstanceLifecycleConfigOutputTypeDef definition

class CreateNotebookInstanceLifecycleConfigOutputTypeDef(TypedDict):
    NotebookInstanceLifecycleConfigArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateNotebookInstanceOutputTypeDef#

# CreateNotebookInstanceOutputTypeDef definition

class CreateNotebookInstanceOutputTypeDef(TypedDict):
    NotebookInstanceArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateOptimizationJobResponseTypeDef#

# CreateOptimizationJobResponseTypeDef definition

class CreateOptimizationJobResponseTypeDef(TypedDict):
    OptimizationJobArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreatePartnerAppPresignedUrlResponseTypeDef#

# CreatePartnerAppPresignedUrlResponseTypeDef definition

class CreatePartnerAppPresignedUrlResponseTypeDef(TypedDict):
    Url: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreatePartnerAppResponseTypeDef#

# CreatePartnerAppResponseTypeDef definition

class CreatePartnerAppResponseTypeDef(TypedDict):
    Arn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreatePipelineResponseTypeDef#

# CreatePipelineResponseTypeDef definition

class CreatePipelineResponseTypeDef(TypedDict):
    PipelineArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreatePresignedDomainUrlResponseTypeDef#

# CreatePresignedDomainUrlResponseTypeDef definition

class CreatePresignedDomainUrlResponseTypeDef(TypedDict):
    AuthorizedUrl: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreatePresignedMlflowTrackingServerUrlResponseTypeDef#

# CreatePresignedMlflowTrackingServerUrlResponseTypeDef definition

class CreatePresignedMlflowTrackingServerUrlResponseTypeDef(TypedDict):
    AuthorizedUrl: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreatePresignedNotebookInstanceUrlOutputTypeDef#

# CreatePresignedNotebookInstanceUrlOutputTypeDef definition

class CreatePresignedNotebookInstanceUrlOutputTypeDef(TypedDict):
    AuthorizedUrl: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateProcessingJobResponseTypeDef#

# CreateProcessingJobResponseTypeDef definition

class CreateProcessingJobResponseTypeDef(TypedDict):
    ProcessingJobArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateProjectOutputTypeDef#

# CreateProjectOutputTypeDef definition

class CreateProjectOutputTypeDef(TypedDict):
    ProjectArn: str,
    ProjectId: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateSpaceResponseTypeDef#

# CreateSpaceResponseTypeDef definition

class CreateSpaceResponseTypeDef(TypedDict):
    SpaceArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateStudioLifecycleConfigResponseTypeDef#

# CreateStudioLifecycleConfigResponseTypeDef definition

class CreateStudioLifecycleConfigResponseTypeDef(TypedDict):
    StudioLifecycleConfigArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateTrainingJobResponseTypeDef#

# CreateTrainingJobResponseTypeDef definition

class CreateTrainingJobResponseTypeDef(TypedDict):
    TrainingJobArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateTrainingPlanResponseTypeDef#

# CreateTrainingPlanResponseTypeDef definition

class CreateTrainingPlanResponseTypeDef(TypedDict):
    TrainingPlanArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateTransformJobResponseTypeDef#

# CreateTransformJobResponseTypeDef definition

class CreateTransformJobResponseTypeDef(TypedDict):
    TransformJobArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateTrialComponentResponseTypeDef#

# CreateTrialComponentResponseTypeDef definition

class CreateTrialComponentResponseTypeDef(TypedDict):
    TrialComponentArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateTrialResponseTypeDef#

# CreateTrialResponseTypeDef definition

class CreateTrialResponseTypeDef(TypedDict):
    TrialArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateUserProfileResponseTypeDef#

# CreateUserProfileResponseTypeDef definition

class CreateUserProfileResponseTypeDef(TypedDict):
    UserProfileArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateWorkforceResponseTypeDef#

# CreateWorkforceResponseTypeDef definition

class CreateWorkforceResponseTypeDef(TypedDict):
    WorkforceArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

CreateWorkteamResponseTypeDef#

# CreateWorkteamResponseTypeDef definition

class CreateWorkteamResponseTypeDef(TypedDict):
    WorkteamArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

DeleteActionResponseTypeDef#

# DeleteActionResponseTypeDef definition

class DeleteActionResponseTypeDef(TypedDict):
    ActionArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

DeleteArtifactResponseTypeDef#

# DeleteArtifactResponseTypeDef definition

class DeleteArtifactResponseTypeDef(TypedDict):
    ArtifactArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

DeleteAssociationResponseTypeDef#

# DeleteAssociationResponseTypeDef definition

class DeleteAssociationResponseTypeDef(TypedDict):
    SourceArn: str,
    DestinationArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

DeleteClusterResponseTypeDef#

# DeleteClusterResponseTypeDef definition

class DeleteClusterResponseTypeDef(TypedDict):
    ClusterArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

DeleteContextResponseTypeDef#

# DeleteContextResponseTypeDef definition

class DeleteContextResponseTypeDef(TypedDict):
    ContextArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

DeleteExperimentResponseTypeDef#

# DeleteExperimentResponseTypeDef definition

class DeleteExperimentResponseTypeDef(TypedDict):
    ExperimentArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

DeleteInferenceExperimentResponseTypeDef#

# DeleteInferenceExperimentResponseTypeDef definition

class DeleteInferenceExperimentResponseTypeDef(TypedDict):
    InferenceExperimentArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

DeleteMlflowTrackingServerResponseTypeDef#

# DeleteMlflowTrackingServerResponseTypeDef definition

class DeleteMlflowTrackingServerResponseTypeDef(TypedDict):
    TrackingServerArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

DeletePartnerAppResponseTypeDef#

# DeletePartnerAppResponseTypeDef definition

class DeletePartnerAppResponseTypeDef(TypedDict):
    Arn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

DeletePipelineResponseTypeDef#

# DeletePipelineResponseTypeDef definition

class DeletePipelineResponseTypeDef(TypedDict):
    PipelineArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

DeleteTrialComponentResponseTypeDef#

# DeleteTrialComponentResponseTypeDef definition

class DeleteTrialComponentResponseTypeDef(TypedDict):
    TrialComponentArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

DeleteTrialResponseTypeDef#

# DeleteTrialResponseTypeDef definition

class DeleteTrialResponseTypeDef(TypedDict):
    TrialArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

DeleteWorkteamResponseTypeDef#

# DeleteWorkteamResponseTypeDef definition

class DeleteWorkteamResponseTypeDef(TypedDict):
    Success: bool,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

DescribeImageResponseTypeDef#

# DescribeImageResponseTypeDef definition

class DescribeImageResponseTypeDef(TypedDict):
    CreationTime: datetime,
    Description: str,
    DisplayName: str,
    FailureReason: str,
    ImageArn: str,
    ImageName: str,
    ImageStatus: ImageStatusType,  # (1)
    LastModifiedTime: datetime,
    RoleArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See ImageStatusType
  2. See ResponseMetadataTypeDef

DescribeImageVersionResponseTypeDef#

# DescribeImageVersionResponseTypeDef definition

class DescribeImageVersionResponseTypeDef(TypedDict):
    BaseImage: str,
    ContainerImage: str,
    CreationTime: datetime,
    FailureReason: str,
    ImageArn: str,
    ImageVersionArn: str,
    ImageVersionStatus: ImageVersionStatusType,  # (1)
    LastModifiedTime: datetime,
    Version: int,
    VendorGuidance: VendorGuidanceType,  # (2)
    JobType: JobTypeType,  # (3)
    MLFramework: str,
    ProgrammingLang: str,
    Processor: ProcessorType,  # (4)
    Horovod: bool,
    ReleaseNotes: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (5)
  1. See ImageVersionStatusType
  2. See VendorGuidanceType
  3. See JobTypeType
  4. See ProcessorType
  5. See ResponseMetadataTypeDef

DescribePipelineDefinitionForExecutionResponseTypeDef#

# DescribePipelineDefinitionForExecutionResponseTypeDef definition

class DescribePipelineDefinitionForExecutionResponseTypeDef(TypedDict):
    PipelineDefinition: str,
    CreationTime: datetime,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

DescribeStudioLifecycleConfigResponseTypeDef#

# DescribeStudioLifecycleConfigResponseTypeDef definition

class DescribeStudioLifecycleConfigResponseTypeDef(TypedDict):
    StudioLifecycleConfigArn: str,
    StudioLifecycleConfigName: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    StudioLifecycleConfigContent: str,
    StudioLifecycleConfigAppType: StudioLifecycleConfigAppTypeType,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See StudioLifecycleConfigAppTypeType
  2. See ResponseMetadataTypeDef

DisassociateTrialComponentResponseTypeDef#

# DisassociateTrialComponentResponseTypeDef definition

class DisassociateTrialComponentResponseTypeDef(TypedDict):
    TrialComponentArn: str,
    TrialArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

EmptyResponseMetadataTypeDef#

# EmptyResponseMetadataTypeDef definition

class EmptyResponseMetadataTypeDef(TypedDict):
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

GetLineageGroupPolicyResponseTypeDef#

# GetLineageGroupPolicyResponseTypeDef definition

class GetLineageGroupPolicyResponseTypeDef(TypedDict):
    LineageGroupArn: str,
    ResourcePolicy: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

GetModelPackageGroupPolicyOutputTypeDef#

# GetModelPackageGroupPolicyOutputTypeDef definition

class GetModelPackageGroupPolicyOutputTypeDef(TypedDict):
    ResourcePolicy: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

GetSagemakerServicecatalogPortfolioStatusOutputTypeDef#

# GetSagemakerServicecatalogPortfolioStatusOutputTypeDef definition

class GetSagemakerServicecatalogPortfolioStatusOutputTypeDef(TypedDict):
    Status: SagemakerServicecatalogStatusType,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See SagemakerServicecatalogStatusType
  2. See ResponseMetadataTypeDef

ImportHubContentResponseTypeDef#

# ImportHubContentResponseTypeDef definition

class ImportHubContentResponseTypeDef(TypedDict):
    HubArn: str,
    HubContentArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

ListAliasesResponseTypeDef#

# ListAliasesResponseTypeDef definition

class ListAliasesResponseTypeDef(TypedDict):
    SageMakerImageVersionAliases: list[str],
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
    NextToken: NotRequired[str],
  1. See ResponseMetadataTypeDef

PutModelPackageGroupPolicyOutputTypeDef#

# PutModelPackageGroupPolicyOutputTypeDef definition

class PutModelPackageGroupPolicyOutputTypeDef(TypedDict):
    ModelPackageGroupArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

RetryPipelineExecutionResponseTypeDef#

# RetryPipelineExecutionResponseTypeDef definition

class RetryPipelineExecutionResponseTypeDef(TypedDict):
    PipelineExecutionArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

SendPipelineExecutionStepFailureResponseTypeDef#

# SendPipelineExecutionStepFailureResponseTypeDef definition

class SendPipelineExecutionStepFailureResponseTypeDef(TypedDict):
    PipelineExecutionArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

SendPipelineExecutionStepSuccessResponseTypeDef#

# SendPipelineExecutionStepSuccessResponseTypeDef definition

class SendPipelineExecutionStepSuccessResponseTypeDef(TypedDict):
    PipelineExecutionArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

StartInferenceExperimentResponseTypeDef#

# StartInferenceExperimentResponseTypeDef definition

class StartInferenceExperimentResponseTypeDef(TypedDict):
    InferenceExperimentArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

StartMlflowTrackingServerResponseTypeDef#

# StartMlflowTrackingServerResponseTypeDef definition

class StartMlflowTrackingServerResponseTypeDef(TypedDict):
    TrackingServerArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

StartPipelineExecutionResponseTypeDef#

# StartPipelineExecutionResponseTypeDef definition

class StartPipelineExecutionResponseTypeDef(TypedDict):
    PipelineExecutionArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

StopInferenceExperimentResponseTypeDef#

# StopInferenceExperimentResponseTypeDef definition

class StopInferenceExperimentResponseTypeDef(TypedDict):
    InferenceExperimentArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

StopMlflowTrackingServerResponseTypeDef#

# StopMlflowTrackingServerResponseTypeDef definition

class StopMlflowTrackingServerResponseTypeDef(TypedDict):
    TrackingServerArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

StopPipelineExecutionResponseTypeDef#

# StopPipelineExecutionResponseTypeDef definition

class StopPipelineExecutionResponseTypeDef(TypedDict):
    PipelineExecutionArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateActionResponseTypeDef#

# UpdateActionResponseTypeDef definition

class UpdateActionResponseTypeDef(TypedDict):
    ActionArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateAppImageConfigResponseTypeDef#

# UpdateAppImageConfigResponseTypeDef definition

class UpdateAppImageConfigResponseTypeDef(TypedDict):
    AppImageConfigArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateArtifactResponseTypeDef#

# UpdateArtifactResponseTypeDef definition

class UpdateArtifactResponseTypeDef(TypedDict):
    ArtifactArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateClusterResponseTypeDef#

# UpdateClusterResponseTypeDef definition

class UpdateClusterResponseTypeDef(TypedDict):
    ClusterArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateClusterSchedulerConfigResponseTypeDef#

# UpdateClusterSchedulerConfigResponseTypeDef definition

class UpdateClusterSchedulerConfigResponseTypeDef(TypedDict):
    ClusterSchedulerConfigArn: str,
    ClusterSchedulerConfigVersion: int,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateClusterSoftwareResponseTypeDef#

# UpdateClusterSoftwareResponseTypeDef definition

class UpdateClusterSoftwareResponseTypeDef(TypedDict):
    ClusterArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateCodeRepositoryOutputTypeDef#

# UpdateCodeRepositoryOutputTypeDef definition

class UpdateCodeRepositoryOutputTypeDef(TypedDict):
    CodeRepositoryArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateComputeQuotaResponseTypeDef#

# UpdateComputeQuotaResponseTypeDef definition

class UpdateComputeQuotaResponseTypeDef(TypedDict):
    ComputeQuotaArn: str,
    ComputeQuotaVersion: int,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateContextResponseTypeDef#

# UpdateContextResponseTypeDef definition

class UpdateContextResponseTypeDef(TypedDict):
    ContextArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateDomainResponseTypeDef#

# UpdateDomainResponseTypeDef definition

class UpdateDomainResponseTypeDef(TypedDict):
    DomainArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateEndpointOutputTypeDef#

# UpdateEndpointOutputTypeDef definition

class UpdateEndpointOutputTypeDef(TypedDict):
    EndpointArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateEndpointWeightsAndCapacitiesOutputTypeDef#

# UpdateEndpointWeightsAndCapacitiesOutputTypeDef definition

class UpdateEndpointWeightsAndCapacitiesOutputTypeDef(TypedDict):
    EndpointArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateExperimentResponseTypeDef#

# UpdateExperimentResponseTypeDef definition

class UpdateExperimentResponseTypeDef(TypedDict):
    ExperimentArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateFeatureGroupResponseTypeDef#

# UpdateFeatureGroupResponseTypeDef definition

class UpdateFeatureGroupResponseTypeDef(TypedDict):
    FeatureGroupArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateHubResponseTypeDef#

# UpdateHubResponseTypeDef definition

class UpdateHubResponseTypeDef(TypedDict):
    HubArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateImageResponseTypeDef#

# UpdateImageResponseTypeDef definition

class UpdateImageResponseTypeDef(TypedDict):
    ImageArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateImageVersionResponseTypeDef#

# UpdateImageVersionResponseTypeDef definition

class UpdateImageVersionResponseTypeDef(TypedDict):
    ImageVersionArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateInferenceComponentOutputTypeDef#

# UpdateInferenceComponentOutputTypeDef definition

class UpdateInferenceComponentOutputTypeDef(TypedDict):
    InferenceComponentArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateInferenceComponentRuntimeConfigOutputTypeDef#

# UpdateInferenceComponentRuntimeConfigOutputTypeDef definition

class UpdateInferenceComponentRuntimeConfigOutputTypeDef(TypedDict):
    InferenceComponentArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateInferenceExperimentResponseTypeDef#

# UpdateInferenceExperimentResponseTypeDef definition

class UpdateInferenceExperimentResponseTypeDef(TypedDict):
    InferenceExperimentArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateMlflowTrackingServerResponseTypeDef#

# UpdateMlflowTrackingServerResponseTypeDef definition

class UpdateMlflowTrackingServerResponseTypeDef(TypedDict):
    TrackingServerArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateModelCardResponseTypeDef#

# UpdateModelCardResponseTypeDef definition

class UpdateModelCardResponseTypeDef(TypedDict):
    ModelCardArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateModelPackageOutputTypeDef#

# UpdateModelPackageOutputTypeDef definition

class UpdateModelPackageOutputTypeDef(TypedDict):
    ModelPackageArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateMonitoringAlertResponseTypeDef#

# UpdateMonitoringAlertResponseTypeDef definition

class UpdateMonitoringAlertResponseTypeDef(TypedDict):
    MonitoringScheduleArn: str,
    MonitoringAlertName: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateMonitoringScheduleResponseTypeDef#

# UpdateMonitoringScheduleResponseTypeDef definition

class UpdateMonitoringScheduleResponseTypeDef(TypedDict):
    MonitoringScheduleArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdatePartnerAppResponseTypeDef#

# UpdatePartnerAppResponseTypeDef definition

class UpdatePartnerAppResponseTypeDef(TypedDict):
    Arn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdatePipelineExecutionResponseTypeDef#

# UpdatePipelineExecutionResponseTypeDef definition

class UpdatePipelineExecutionResponseTypeDef(TypedDict):
    PipelineExecutionArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdatePipelineResponseTypeDef#

# UpdatePipelineResponseTypeDef definition

class UpdatePipelineResponseTypeDef(TypedDict):
    PipelineArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateProjectOutputTypeDef#

# UpdateProjectOutputTypeDef definition

class UpdateProjectOutputTypeDef(TypedDict):
    ProjectArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateSpaceResponseTypeDef#

# UpdateSpaceResponseTypeDef definition

class UpdateSpaceResponseTypeDef(TypedDict):
    SpaceArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateTrainingJobResponseTypeDef#

# UpdateTrainingJobResponseTypeDef definition

class UpdateTrainingJobResponseTypeDef(TypedDict):
    TrainingJobArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateTrialComponentResponseTypeDef#

# UpdateTrialComponentResponseTypeDef definition

class UpdateTrialComponentResponseTypeDef(TypedDict):
    TrialComponentArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateTrialResponseTypeDef#

# UpdateTrialResponseTypeDef definition

class UpdateTrialResponseTypeDef(TypedDict):
    TrialArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

UpdateUserProfileResponseTypeDef#

# UpdateUserProfileResponseTypeDef definition

class UpdateUserProfileResponseTypeDef(TypedDict):
    UserProfileArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)
  1. See ResponseMetadataTypeDef

AddTagsInputRequestTypeDef#

# AddTagsInputRequestTypeDef definition

class AddTagsInputRequestTypeDef(TypedDict):
    ResourceArn: str,
    Tags: Sequence[TagTypeDef],  # (1)
  1. See TagTypeDef

AddTagsOutputTypeDef#

# AddTagsOutputTypeDef definition

class AddTagsOutputTypeDef(TypedDict):
    Tags: list[TagTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See TagTypeDef
  2. See ResponseMetadataTypeDef

CreateExperimentRequestRequestTypeDef#

# CreateExperimentRequestRequestTypeDef definition

class CreateExperimentRequestRequestTypeDef(TypedDict):
    ExperimentName: str,
    DisplayName: NotRequired[str],
    Description: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (1)
  1. See TagTypeDef

CreateHubContentReferenceRequestRequestTypeDef#

# CreateHubContentReferenceRequestRequestTypeDef definition

class CreateHubContentReferenceRequestRequestTypeDef(TypedDict):
    HubName: str,
    SageMakerPublicHubContentArn: str,
    HubContentName: NotRequired[str],
    MinVersion: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (1)
  1. See TagTypeDef

CreateImageRequestRequestTypeDef#

# CreateImageRequestRequestTypeDef definition

class CreateImageRequestRequestTypeDef(TypedDict):
    ImageName: str,
    RoleArn: str,
    Description: NotRequired[str],
    DisplayName: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (1)
  1. See TagTypeDef

CreateMlflowTrackingServerRequestRequestTypeDef#

# CreateMlflowTrackingServerRequestRequestTypeDef definition

class CreateMlflowTrackingServerRequestRequestTypeDef(TypedDict):
    TrackingServerName: str,
    ArtifactStoreUri: str,
    RoleArn: str,
    TrackingServerSize: NotRequired[TrackingServerSizeType],  # (1)
    MlflowVersion: NotRequired[str],
    AutomaticModelRegistration: NotRequired[bool],
    WeeklyMaintenanceWindowStart: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
  1. See TrackingServerSizeType
  2. See TagTypeDef

CreateModelPackageGroupInputRequestTypeDef#

# CreateModelPackageGroupInputRequestTypeDef definition

class CreateModelPackageGroupInputRequestTypeDef(TypedDict):
    ModelPackageGroupName: str,
    ModelPackageGroupDescription: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (1)
  1. See TagTypeDef

CreateStudioLifecycleConfigRequestRequestTypeDef#

# CreateStudioLifecycleConfigRequestRequestTypeDef definition

class CreateStudioLifecycleConfigRequestRequestTypeDef(TypedDict):
    StudioLifecycleConfigName: str,
    StudioLifecycleConfigContent: str,
    StudioLifecycleConfigAppType: StudioLifecycleConfigAppTypeType,  # (1)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
  1. See StudioLifecycleConfigAppTypeType
  2. See TagTypeDef

CreateTrainingPlanRequestRequestTypeDef#

# CreateTrainingPlanRequestRequestTypeDef definition

class CreateTrainingPlanRequestRequestTypeDef(TypedDict):
    TrainingPlanName: str,
    TrainingPlanOfferingId: str,
    Tags: NotRequired[Sequence[TagTypeDef]],  # (1)
  1. See TagTypeDef

ImportHubContentRequestRequestTypeDef#

# ImportHubContentRequestRequestTypeDef definition

class ImportHubContentRequestRequestTypeDef(TypedDict):
    HubContentName: str,
    HubContentType: HubContentTypeType,  # (1)
    DocumentSchemaVersion: str,
    HubName: str,
    HubContentDocument: str,
    HubContentVersion: NotRequired[str],
    HubContentDisplayName: NotRequired[str],
    HubContentDescription: NotRequired[str],
    HubContentMarkdown: NotRequired[str],
    HubContentSearchKeywords: NotRequired[Sequence[str]],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
  1. See HubContentTypeType
  2. See TagTypeDef

ListTagsOutputTypeDef#

# ListTagsOutputTypeDef definition

class ListTagsOutputTypeDef(TypedDict):
    Tags: list[TagTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See TagTypeDef
  2. See ResponseMetadataTypeDef

AutoRollbackConfigOutputTypeDef#

# AutoRollbackConfigOutputTypeDef definition

class AutoRollbackConfigOutputTypeDef(TypedDict):
    Alarms: NotRequired[list[AlarmTypeDef]],  # (1)
  1. See AlarmTypeDef

AutoRollbackConfigTypeDef#

# AutoRollbackConfigTypeDef definition

class AutoRollbackConfigTypeDef(TypedDict):
    Alarms: NotRequired[Sequence[AlarmTypeDef]],  # (1)
  1. See AlarmTypeDef

HyperParameterAlgorithmSpecificationOutputTypeDef#

# HyperParameterAlgorithmSpecificationOutputTypeDef definition

class HyperParameterAlgorithmSpecificationOutputTypeDef(TypedDict):
    TrainingInputMode: TrainingInputModeType,  # (1)
    TrainingImage: NotRequired[str],
    AlgorithmName: NotRequired[str],
    MetricDefinitions: NotRequired[list[MetricDefinitionTypeDef]],  # (2)
  1. See TrainingInputModeType
  2. See MetricDefinitionTypeDef

HyperParameterAlgorithmSpecificationTypeDef#

# HyperParameterAlgorithmSpecificationTypeDef definition

class HyperParameterAlgorithmSpecificationTypeDef(TypedDict):
    TrainingInputMode: TrainingInputModeType,  # (1)
    TrainingImage: NotRequired[str],
    AlgorithmName: NotRequired[str],
    MetricDefinitions: NotRequired[Sequence[MetricDefinitionTypeDef]],  # (2)
  1. See TrainingInputModeType
  2. See MetricDefinitionTypeDef

AlgorithmStatusDetailsTypeDef#

# AlgorithmStatusDetailsTypeDef definition

class AlgorithmStatusDetailsTypeDef(TypedDict):
    ValidationStatuses: NotRequired[list[AlgorithmStatusItemTypeDef]],  # (1)
    ImageScanStatuses: NotRequired[list[AlgorithmStatusItemTypeDef]],  # (1)
  1. See AlgorithmStatusItemTypeDef
  2. See AlgorithmStatusItemTypeDef

ListAlgorithmsOutputTypeDef#

# ListAlgorithmsOutputTypeDef definition

class ListAlgorithmsOutputTypeDef(TypedDict):
    AlgorithmSummaryList: list[AlgorithmSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See AlgorithmSummaryTypeDef
  2. See ResponseMetadataTypeDef

AppDetailsTypeDef#

# AppDetailsTypeDef definition

class AppDetailsTypeDef(TypedDict):
    DomainId: NotRequired[str],
    UserProfileName: NotRequired[str],
    SpaceName: NotRequired[str],
    AppType: NotRequired[AppTypeType],  # (1)
    AppName: NotRequired[str],
    Status: NotRequired[AppStatusType],  # (2)
    CreationTime: NotRequired[datetime],
    ResourceSpec: NotRequired[ResourceSpecTypeDef],  # (3)
  1. See AppTypeType
  2. See AppStatusType
  3. See ResourceSpecTypeDef

CreateAppRequestRequestTypeDef#

# CreateAppRequestRequestTypeDef definition

class CreateAppRequestRequestTypeDef(TypedDict):
    DomainId: str,
    AppType: AppTypeType,  # (1)
    AppName: str,
    UserProfileName: NotRequired[str],
    SpaceName: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
    ResourceSpec: NotRequired[ResourceSpecTypeDef],  # (3)
  1. See AppTypeType
  2. See TagTypeDef
  3. See ResourceSpecTypeDef

DescribeAppResponseTypeDef#

# DescribeAppResponseTypeDef definition

class DescribeAppResponseTypeDef(TypedDict):
    AppArn: str,
    AppType: AppTypeType,  # (1)
    AppName: str,
    DomainId: str,
    UserProfileName: str,
    SpaceName: str,
    Status: AppStatusType,  # (2)
    LastHealthCheckTimestamp: datetime,
    LastUserActivityTimestamp: datetime,
    CreationTime: datetime,
    FailureReason: str,
    ResourceSpec: ResourceSpecTypeDef,  # (3)
    BuiltInLifecycleConfigArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (4)
  1. See AppTypeType
  2. See AppStatusType
  3. See ResourceSpecTypeDef
  4. See ResponseMetadataTypeDef

RStudioServerProDomainSettingsForUpdateTypeDef#

# RStudioServerProDomainSettingsForUpdateTypeDef definition

class RStudioServerProDomainSettingsForUpdateTypeDef(TypedDict):
    DomainExecutionRoleArn: str,
    DefaultResourceSpec: NotRequired[ResourceSpecTypeDef],  # (1)
    RStudioConnectUrl: NotRequired[str],
    RStudioPackageManagerUrl: NotRequired[str],
  1. See ResourceSpecTypeDef

RStudioServerProDomainSettingsTypeDef#

# RStudioServerProDomainSettingsTypeDef definition

class RStudioServerProDomainSettingsTypeDef(TypedDict):
    DomainExecutionRoleArn: str,
    RStudioConnectUrl: NotRequired[str],
    RStudioPackageManagerUrl: NotRequired[str],
    DefaultResourceSpec: NotRequired[ResourceSpecTypeDef],  # (1)
  1. See ResourceSpecTypeDef

TensorBoardAppSettingsTypeDef#

# TensorBoardAppSettingsTypeDef definition

class TensorBoardAppSettingsTypeDef(TypedDict):
    DefaultResourceSpec: NotRequired[ResourceSpecTypeDef],  # (1)
  1. See ResourceSpecTypeDef

AppLifecycleManagementTypeDef#

# AppLifecycleManagementTypeDef definition

class AppLifecycleManagementTypeDef(TypedDict):
    IdleSettings: NotRequired[IdleSettingsTypeDef],  # (1)
  1. See IdleSettingsTypeDef

ArtifactSourceOutputTypeDef#

# ArtifactSourceOutputTypeDef definition

class ArtifactSourceOutputTypeDef(TypedDict):
    SourceUri: str,
    SourceTypes: NotRequired[list[ArtifactSourceTypeTypeDef]],  # (1)
  1. See ArtifactSourceTypeTypeDef

ArtifactSourceTypeDef#

# ArtifactSourceTypeDef definition

class ArtifactSourceTypeDef(TypedDict):
    SourceUri: str,
    SourceTypes: NotRequired[Sequence[ArtifactSourceTypeTypeDef]],  # (1)
  1. See ArtifactSourceTypeTypeDef

AsyncInferenceOutputConfigOutputTypeDef#

# AsyncInferenceOutputConfigOutputTypeDef definition

class AsyncInferenceOutputConfigOutputTypeDef(TypedDict):
    KmsKeyId: NotRequired[str],
    S3OutputPath: NotRequired[str],
    NotificationConfig: NotRequired[AsyncInferenceNotificationConfigOutputTypeDef],  # (1)
    S3FailurePath: NotRequired[str],
  1. See AsyncInferenceNotificationConfigOutputTypeDef

AutoMLCandidateGenerationConfigOutputTypeDef#

# AutoMLCandidateGenerationConfigOutputTypeDef definition

class AutoMLCandidateGenerationConfigOutputTypeDef(TypedDict):
    FeatureSpecificationS3Uri: NotRequired[str],
    AlgorithmsConfig: NotRequired[list[AutoMLAlgorithmConfigOutputTypeDef]],  # (1)
  1. See AutoMLAlgorithmConfigOutputTypeDef

CandidateGenerationConfigOutputTypeDef#

# CandidateGenerationConfigOutputTypeDef definition

class CandidateGenerationConfigOutputTypeDef(TypedDict):
    AlgorithmsConfig: NotRequired[list[AutoMLAlgorithmConfigOutputTypeDef]],  # (1)
  1. See AutoMLAlgorithmConfigOutputTypeDef

AutoMLComputeConfigTypeDef#

# AutoMLComputeConfigTypeDef definition

class AutoMLComputeConfigTypeDef(TypedDict):
    EmrServerlessComputeConfig: NotRequired[EmrServerlessComputeConfigTypeDef],  # (1)
  1. See EmrServerlessComputeConfigTypeDef

AutoMLDataSourceTypeDef#

# AutoMLDataSourceTypeDef definition

class AutoMLDataSourceTypeDef(TypedDict):
    S3DataSource: AutoMLS3DataSourceTypeDef,  # (1)
  1. See AutoMLS3DataSourceTypeDef

ImageClassificationJobConfigTypeDef#

# ImageClassificationJobConfigTypeDef definition

class ImageClassificationJobConfigTypeDef(TypedDict):
    CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef],  # (1)
  1. See AutoMLJobCompletionCriteriaTypeDef

TextClassificationJobConfigTypeDef#

# TextClassificationJobConfigTypeDef definition

class TextClassificationJobConfigTypeDef(TypedDict):
    ContentColumn: str,
    TargetLabelColumn: str,
    CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef],  # (1)
  1. See AutoMLJobCompletionCriteriaTypeDef

ResolvedAttributesTypeDef#

# ResolvedAttributesTypeDef definition

class ResolvedAttributesTypeDef(TypedDict):
    AutoMLJobObjective: NotRequired[AutoMLJobObjectiveTypeDef],  # (1)
    ProblemType: NotRequired[ProblemTypeType],  # (2)
    CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef],  # (3)
  1. See AutoMLJobObjectiveTypeDef
  2. See ProblemTypeType
  3. See AutoMLJobCompletionCriteriaTypeDef

AutoMLJobSummaryTypeDef#

# AutoMLJobSummaryTypeDef definition

class AutoMLJobSummaryTypeDef(TypedDict):
    AutoMLJobName: str,
    AutoMLJobArn: str,
    AutoMLJobStatus: AutoMLJobStatusType,  # (1)
    AutoMLJobSecondaryStatus: AutoMLJobSecondaryStatusType,  # (2)
    CreationTime: datetime,
    LastModifiedTime: datetime,
    EndTime: NotRequired[datetime],
    FailureReason: NotRequired[str],
    PartialFailureReasons: NotRequired[list[AutoMLPartialFailureReasonTypeDef]],  # (3)
  1. See AutoMLJobStatusType
  2. See AutoMLJobSecondaryStatusType
  3. See AutoMLPartialFailureReasonTypeDef

AutoMLProblemTypeResolvedAttributesTypeDef#

# AutoMLProblemTypeResolvedAttributesTypeDef definition

class AutoMLProblemTypeResolvedAttributesTypeDef(TypedDict):
    TabularResolvedAttributes: NotRequired[TabularResolvedAttributesTypeDef],  # (1)
    TextGenerationResolvedAttributes: NotRequired[TextGenerationResolvedAttributesTypeDef],  # (2)
  1. See TabularResolvedAttributesTypeDef
  2. See TextGenerationResolvedAttributesTypeDef

AutoMLSecurityConfigOutputTypeDef#

# AutoMLSecurityConfigOutputTypeDef definition

class AutoMLSecurityConfigOutputTypeDef(TypedDict):
    VolumeKmsKeyId: NotRequired[str],
    EnableInterContainerTrafficEncryption: NotRequired[bool],
    VpcConfig: NotRequired[VpcConfigOutputTypeDef],  # (1)
  1. See VpcConfigOutputTypeDef

LabelingJobResourceConfigOutputTypeDef#

# LabelingJobResourceConfigOutputTypeDef definition

class LabelingJobResourceConfigOutputTypeDef(TypedDict):
    VolumeKmsKeyId: NotRequired[str],
    VpcConfig: NotRequired[VpcConfigOutputTypeDef],  # (1)
  1. See VpcConfigOutputTypeDef

MonitoringNetworkConfigOutputTypeDef#

# MonitoringNetworkConfigOutputTypeDef definition

class MonitoringNetworkConfigOutputTypeDef(TypedDict):
    EnableInterContainerTrafficEncryption: NotRequired[bool],
    EnableNetworkIsolation: NotRequired[bool],
    VpcConfig: NotRequired[VpcConfigOutputTypeDef],  # (1)
  1. See VpcConfigOutputTypeDef

NetworkConfigOutputTypeDef#

# NetworkConfigOutputTypeDef definition

class NetworkConfigOutputTypeDef(TypedDict):
    EnableInterContainerTrafficEncryption: NotRequired[bool],
    EnableNetworkIsolation: NotRequired[bool],
    VpcConfig: NotRequired[VpcConfigOutputTypeDef],  # (1)
  1. See VpcConfigOutputTypeDef

BatchDeleteClusterNodesResponseTypeDef#

# BatchDeleteClusterNodesResponseTypeDef definition

class BatchDeleteClusterNodesResponseTypeDef(TypedDict):
    Failed: list[BatchDeleteClusterNodesErrorTypeDef],  # (1)
    Successful: list[str],
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See BatchDeleteClusterNodesErrorTypeDef
  2. See ResponseMetadataTypeDef

BiasTypeDef#

# BiasTypeDef definition

class BiasTypeDef(TypedDict):
    Report: NotRequired[MetricsSourceTypeDef],  # (1)
    PreTrainingReport: NotRequired[MetricsSourceTypeDef],  # (1)
    PostTrainingReport: NotRequired[MetricsSourceTypeDef],  # (1)
  1. See MetricsSourceTypeDef
  2. See MetricsSourceTypeDef
  3. See MetricsSourceTypeDef

DriftCheckModelDataQualityTypeDef#

# DriftCheckModelDataQualityTypeDef definition

class DriftCheckModelDataQualityTypeDef(TypedDict):
    Statistics: NotRequired[MetricsSourceTypeDef],  # (1)
    Constraints: NotRequired[MetricsSourceTypeDef],  # (1)
  1. See MetricsSourceTypeDef
  2. See MetricsSourceTypeDef

DriftCheckModelQualityTypeDef#

# DriftCheckModelQualityTypeDef definition

class DriftCheckModelQualityTypeDef(TypedDict):
    Statistics: NotRequired[MetricsSourceTypeDef],  # (1)
    Constraints: NotRequired[MetricsSourceTypeDef],  # (1)
  1. See MetricsSourceTypeDef
  2. See MetricsSourceTypeDef

ExplainabilityTypeDef#

# ExplainabilityTypeDef definition

class ExplainabilityTypeDef(TypedDict):
    Report: NotRequired[MetricsSourceTypeDef],  # (1)
  1. See MetricsSourceTypeDef

ModelDataQualityTypeDef#

# ModelDataQualityTypeDef definition

class ModelDataQualityTypeDef(TypedDict):
    Statistics: NotRequired[MetricsSourceTypeDef],  # (1)
    Constraints: NotRequired[MetricsSourceTypeDef],  # (1)
  1. See MetricsSourceTypeDef
  2. See MetricsSourceTypeDef

ModelQualityTypeDef#

# ModelQualityTypeDef definition

class ModelQualityTypeDef(TypedDict):
    Statistics: NotRequired[MetricsSourceTypeDef],  # (1)
    Constraints: NotRequired[MetricsSourceTypeDef],  # (1)
  1. See MetricsSourceTypeDef
  2. See MetricsSourceTypeDef

CallbackStepMetadataTypeDef#

# CallbackStepMetadataTypeDef definition

class CallbackStepMetadataTypeDef(TypedDict):
    CallbackToken: NotRequired[str],
    SqsQueueUrl: NotRequired[str],
    OutputParameters: NotRequired[list[OutputParameterTypeDef]],  # (1)
  1. See OutputParameterTypeDef

LambdaStepMetadataTypeDef#

# LambdaStepMetadataTypeDef definition

class LambdaStepMetadataTypeDef(TypedDict):
    Arn: NotRequired[str],
    OutputParameters: NotRequired[list[OutputParameterTypeDef]],  # (1)
  1. See OutputParameterTypeDef

SendPipelineExecutionStepSuccessRequestRequestTypeDef#

# SendPipelineExecutionStepSuccessRequestRequestTypeDef definition

class SendPipelineExecutionStepSuccessRequestRequestTypeDef(TypedDict):
    CallbackToken: str,
    OutputParameters: NotRequired[Sequence[OutputParameterTypeDef]],  # (1)
    ClientRequestToken: NotRequired[str],
  1. See OutputParameterTypeDef

CandidatePropertiesTypeDef#

# CandidatePropertiesTypeDef definition

class CandidatePropertiesTypeDef(TypedDict):
    CandidateArtifactLocations: NotRequired[CandidateArtifactLocationsTypeDef],  # (1)
    CandidateMetrics: NotRequired[list[MetricDatumTypeDef]],  # (2)
  1. See CandidateArtifactLocationsTypeDef
  2. See MetricDatumTypeDef

CanvasAppSettingsOutputTypeDef#

# CanvasAppSettingsOutputTypeDef definition

class CanvasAppSettingsOutputTypeDef(TypedDict):
    TimeSeriesForecastingSettings: NotRequired[TimeSeriesForecastingSettingsTypeDef],  # (1)
    ModelRegisterSettings: NotRequired[ModelRegisterSettingsTypeDef],  # (2)
    WorkspaceSettings: NotRequired[WorkspaceSettingsTypeDef],  # (3)
    IdentityProviderOAuthSettings: NotRequired[list[IdentityProviderOAuthSettingTypeDef]],  # (4)
    DirectDeploySettings: NotRequired[DirectDeploySettingsTypeDef],  # (5)
    KendraSettings: NotRequired[KendraSettingsTypeDef],  # (6)
    GenerativeAiSettings: NotRequired[GenerativeAiSettingsTypeDef],  # (7)
    EmrServerlessSettings: NotRequired[EmrServerlessSettingsTypeDef],  # (8)
  1. See TimeSeriesForecastingSettingsTypeDef
  2. See ModelRegisterSettingsTypeDef
  3. See WorkspaceSettingsTypeDef
  4. See IdentityProviderOAuthSettingTypeDef
  5. See DirectDeploySettingsTypeDef
  6. See KendraSettingsTypeDef
  7. See GenerativeAiSettingsTypeDef
  8. See EmrServerlessSettingsTypeDef

CanvasAppSettingsTypeDef#

# CanvasAppSettingsTypeDef definition

class CanvasAppSettingsTypeDef(TypedDict):
    TimeSeriesForecastingSettings: NotRequired[TimeSeriesForecastingSettingsTypeDef],  # (1)
    ModelRegisterSettings: NotRequired[ModelRegisterSettingsTypeDef],  # (2)
    WorkspaceSettings: NotRequired[WorkspaceSettingsTypeDef],  # (3)
    IdentityProviderOAuthSettings: NotRequired[Sequence[IdentityProviderOAuthSettingTypeDef]],  # (4)
    DirectDeploySettings: NotRequired[DirectDeploySettingsTypeDef],  # (5)
    KendraSettings: NotRequired[KendraSettingsTypeDef],  # (6)
    GenerativeAiSettings: NotRequired[GenerativeAiSettingsTypeDef],  # (7)
    EmrServerlessSettings: NotRequired[EmrServerlessSettingsTypeDef],  # (8)
  1. See TimeSeriesForecastingSettingsTypeDef
  2. See ModelRegisterSettingsTypeDef
  3. See WorkspaceSettingsTypeDef
  4. See IdentityProviderOAuthSettingTypeDef
  5. See DirectDeploySettingsTypeDef
  6. See KendraSettingsTypeDef
  7. See GenerativeAiSettingsTypeDef
  8. See EmrServerlessSettingsTypeDef

RollingUpdatePolicyTypeDef#

# RollingUpdatePolicyTypeDef definition

class RollingUpdatePolicyTypeDef(TypedDict):
    MaximumBatchSize: CapacitySizeTypeDef,  # (1)
    WaitIntervalInSeconds: int,
    MaximumExecutionTimeoutInSeconds: NotRequired[int],
    RollbackMaximumBatchSize: NotRequired[CapacitySizeTypeDef],  # (1)
  1. See CapacitySizeTypeDef
  2. See CapacitySizeTypeDef

TrafficRoutingConfigTypeDef#

# TrafficRoutingConfigTypeDef definition

class TrafficRoutingConfigTypeDef(TypedDict):
    Type: TrafficRoutingConfigTypeType,  # (1)
    WaitIntervalInSeconds: int,
    CanarySize: NotRequired[CapacitySizeTypeDef],  # (2)
    LinearStepSize: NotRequired[CapacitySizeTypeDef],  # (2)
  1. See TrafficRoutingConfigTypeType
  2. See CapacitySizeTypeDef
  3. See CapacitySizeTypeDef

InferenceExperimentDataStorageConfigOutputTypeDef#

# InferenceExperimentDataStorageConfigOutputTypeDef definition

class InferenceExperimentDataStorageConfigOutputTypeDef(TypedDict):
    Destination: str,
    KmsKey: NotRequired[str],
    ContentType: NotRequired[CaptureContentTypeHeaderOutputTypeDef],  # (1)
  1. See CaptureContentTypeHeaderOutputTypeDef

DataCaptureConfigOutputTypeDef#

# DataCaptureConfigOutputTypeDef definition

class DataCaptureConfigOutputTypeDef(TypedDict):
    InitialSamplingPercentage: int,
    DestinationS3Uri: str,
    CaptureOptions: list[CaptureOptionTypeDef],  # (1)
    EnableCapture: NotRequired[bool],
    KmsKeyId: NotRequired[str],
    CaptureContentTypeHeader: NotRequired[CaptureContentTypeHeaderOutputTypeDef],  # (2)
  1. See CaptureOptionTypeDef
  2. See CaptureContentTypeHeaderOutputTypeDef

EnvironmentParameterRangesOutputTypeDef#

# EnvironmentParameterRangesOutputTypeDef definition

class EnvironmentParameterRangesOutputTypeDef(TypedDict):
    CategoricalParameterRanges: NotRequired[list[CategoricalParameterOutputTypeDef]],  # (1)
  1. See CategoricalParameterOutputTypeDef

ClarifyShapConfigTypeDef#

# ClarifyShapConfigTypeDef definition

class ClarifyShapConfigTypeDef(TypedDict):
    ShapBaselineConfig: ClarifyShapBaselineConfigTypeDef,  # (1)
    NumberOfSamples: NotRequired[int],
    UseLogit: NotRequired[bool],
    Seed: NotRequired[int],
    TextConfig: NotRequired[ClarifyTextConfigTypeDef],  # (2)
  1. See ClarifyShapBaselineConfigTypeDef
  2. See ClarifyTextConfigTypeDef

ClusterInstanceStorageConfigTypeDef#

# ClusterInstanceStorageConfigTypeDef definition

class ClusterInstanceStorageConfigTypeDef(TypedDict):
    EbsVolumeConfig: NotRequired[ClusterEbsVolumeConfigTypeDef],  # (1)
  1. See ClusterEbsVolumeConfigTypeDef

ClusterNodeSummaryTypeDef#

# ClusterNodeSummaryTypeDef definition

class ClusterNodeSummaryTypeDef(TypedDict):
    InstanceGroupName: str,
    InstanceId: str,
    InstanceType: ClusterInstanceTypeType,  # (1)
    LaunchTime: datetime,
    InstanceStatus: ClusterInstanceStatusDetailsTypeDef,  # (2)
  1. See ClusterInstanceTypeType
  2. See ClusterInstanceStatusDetailsTypeDef

ClusterOrchestratorTypeDef#

# ClusterOrchestratorTypeDef definition

class ClusterOrchestratorTypeDef(TypedDict):
    Eks: ClusterOrchestratorEksConfigTypeDef,  # (1)
  1. See ClusterOrchestratorEksConfigTypeDef

ListClusterSchedulerConfigsResponseTypeDef#

# ListClusterSchedulerConfigsResponseTypeDef definition

class ListClusterSchedulerConfigsResponseTypeDef(TypedDict):
    ClusterSchedulerConfigSummaries: list[ClusterSchedulerConfigSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See ClusterSchedulerConfigSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListClustersResponseTypeDef#

# ListClustersResponseTypeDef definition

class ListClustersResponseTypeDef(TypedDict):
    NextToken: str,
    ClusterSummaries: list[ClusterSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See ClusterSummaryTypeDef
  2. See ResponseMetadataTypeDef

CodeEditorAppImageConfigOutputTypeDef#

# CodeEditorAppImageConfigOutputTypeDef definition

class CodeEditorAppImageConfigOutputTypeDef(TypedDict):
    FileSystemConfig: NotRequired[FileSystemConfigTypeDef],  # (1)
    ContainerConfig: NotRequired[ContainerConfigOutputTypeDef],  # (2)
  1. See FileSystemConfigTypeDef
  2. See ContainerConfigOutputTypeDef

JupyterLabAppImageConfigOutputTypeDef#

# JupyterLabAppImageConfigOutputTypeDef definition

class JupyterLabAppImageConfigOutputTypeDef(TypedDict):
    FileSystemConfig: NotRequired[FileSystemConfigTypeDef],  # (1)
    ContainerConfig: NotRequired[ContainerConfigOutputTypeDef],  # (2)
  1. See FileSystemConfigTypeDef
  2. See ContainerConfigOutputTypeDef

KernelGatewayAppSettingsOutputTypeDef#

# KernelGatewayAppSettingsOutputTypeDef definition

class KernelGatewayAppSettingsOutputTypeDef(TypedDict):
    DefaultResourceSpec: NotRequired[ResourceSpecTypeDef],  # (1)
    CustomImages: NotRequired[list[CustomImageTypeDef]],  # (2)
    LifecycleConfigArns: NotRequired[list[str]],
  1. See ResourceSpecTypeDef
  2. See CustomImageTypeDef

KernelGatewayAppSettingsTypeDef#

# KernelGatewayAppSettingsTypeDef definition

class KernelGatewayAppSettingsTypeDef(TypedDict):
    DefaultResourceSpec: NotRequired[ResourceSpecTypeDef],  # (1)
    CustomImages: NotRequired[Sequence[CustomImageTypeDef]],  # (2)
    LifecycleConfigArns: NotRequired[Sequence[str]],
  1. See ResourceSpecTypeDef
  2. See CustomImageTypeDef

RSessionAppSettingsOutputTypeDef#

# RSessionAppSettingsOutputTypeDef definition

class RSessionAppSettingsOutputTypeDef(TypedDict):
    DefaultResourceSpec: NotRequired[ResourceSpecTypeDef],  # (1)
    CustomImages: NotRequired[list[CustomImageTypeDef]],  # (2)
  1. See ResourceSpecTypeDef
  2. See CustomImageTypeDef

RSessionAppSettingsTypeDef#

# RSessionAppSettingsTypeDef definition

class RSessionAppSettingsTypeDef(TypedDict):
    DefaultResourceSpec: NotRequired[ResourceSpecTypeDef],  # (1)
    CustomImages: NotRequired[Sequence[CustomImageTypeDef]],  # (2)
  1. See ResourceSpecTypeDef
  2. See CustomImageTypeDef

CodeRepositorySummaryTypeDef#

# CodeRepositorySummaryTypeDef definition

class CodeRepositorySummaryTypeDef(TypedDict):
    CodeRepositoryName: str,
    CodeRepositoryArn: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    GitConfig: NotRequired[GitConfigTypeDef],  # (1)
  1. See GitConfigTypeDef

CreateCodeRepositoryInputRequestTypeDef#

# CreateCodeRepositoryInputRequestTypeDef definition

class CreateCodeRepositoryInputRequestTypeDef(TypedDict):
    CodeRepositoryName: str,
    GitConfig: GitConfigTypeDef,  # (1)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
  1. See GitConfigTypeDef
  2. See TagTypeDef

DescribeCodeRepositoryOutputTypeDef#

# DescribeCodeRepositoryOutputTypeDef definition

class DescribeCodeRepositoryOutputTypeDef(TypedDict):
    CodeRepositoryName: str,
    CodeRepositoryArn: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    GitConfig: GitConfigTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See GitConfigTypeDef
  2. See ResponseMetadataTypeDef

JupyterServerAppSettingsOutputTypeDef#

# JupyterServerAppSettingsOutputTypeDef definition

class JupyterServerAppSettingsOutputTypeDef(TypedDict):
    DefaultResourceSpec: NotRequired[ResourceSpecTypeDef],  # (1)
    LifecycleConfigArns: NotRequired[list[str]],
    CodeRepositories: NotRequired[list[CodeRepositoryTypeDef]],  # (2)
  1. See ResourceSpecTypeDef
  2. See CodeRepositoryTypeDef

JupyterServerAppSettingsTypeDef#

# JupyterServerAppSettingsTypeDef definition

class JupyterServerAppSettingsTypeDef(TypedDict):
    DefaultResourceSpec: NotRequired[ResourceSpecTypeDef],  # (1)
    LifecycleConfigArns: NotRequired[Sequence[str]],
    CodeRepositories: NotRequired[Sequence[CodeRepositoryTypeDef]],  # (2)
  1. See ResourceSpecTypeDef
  2. See CodeRepositoryTypeDef

CollectionConfigTypeDef#

# CollectionConfigTypeDef definition

class CollectionConfigTypeDef(TypedDict):
    VectorConfig: NotRequired[VectorConfigTypeDef],  # (1)
  1. See VectorConfigTypeDef

DebugHookConfigOutputTypeDef#

# DebugHookConfigOutputTypeDef definition

class DebugHookConfigOutputTypeDef(TypedDict):
    S3OutputPath: str,
    LocalPath: NotRequired[str],
    HookParameters: NotRequired[dict[str, str]],
    CollectionConfigurations: NotRequired[list[CollectionConfigurationOutputTypeDef]],  # (1)
  1. See CollectionConfigurationOutputTypeDef

ListCompilationJobsResponseTypeDef#

# ListCompilationJobsResponseTypeDef definition

class ListCompilationJobsResponseTypeDef(TypedDict):
    CompilationJobSummaries: list[CompilationJobSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See CompilationJobSummaryTypeDef
  2. See ResponseMetadataTypeDef

ComputeQuotaConfigOutputTypeDef#

# ComputeQuotaConfigOutputTypeDef definition

class ComputeQuotaConfigOutputTypeDef(TypedDict):
    ComputeQuotaResources: NotRequired[list[ComputeQuotaResourceConfigTypeDef]],  # (1)
    ResourceSharingConfig: NotRequired[ResourceSharingConfigTypeDef],  # (2)
    PreemptTeamTasks: NotRequired[PreemptTeamTasksType],  # (3)
  1. See ComputeQuotaResourceConfigTypeDef
  2. See ResourceSharingConfigTypeDef
  3. See PreemptTeamTasksType

ComputeQuotaConfigTypeDef#

# ComputeQuotaConfigTypeDef definition

class ComputeQuotaConfigTypeDef(TypedDict):
    ComputeQuotaResources: NotRequired[Sequence[ComputeQuotaResourceConfigTypeDef]],  # (1)
    ResourceSharingConfig: NotRequired[ResourceSharingConfigTypeDef],  # (2)
    PreemptTeamTasks: NotRequired[PreemptTeamTasksType],  # (3)
  1. See ComputeQuotaResourceConfigTypeDef
  2. See ResourceSharingConfigTypeDef
  3. See PreemptTeamTasksType

ContextSummaryTypeDef#

# ContextSummaryTypeDef definition

class ContextSummaryTypeDef(TypedDict):
    ContextArn: NotRequired[str],
    ContextName: NotRequired[str],
    Source: NotRequired[ContextSourceTypeDef],  # (1)
    ContextType: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
  1. See ContextSourceTypeDef

CreateContextRequestRequestTypeDef#

# CreateContextRequestRequestTypeDef definition

class CreateContextRequestRequestTypeDef(TypedDict):
    ContextName: str,
    Source: ContextSourceTypeDef,  # (1)
    ContextType: str,
    Description: NotRequired[str],
    Properties: NotRequired[Mapping[str, str]],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
  1. See ContextSourceTypeDef
  2. See TagTypeDef

TuningJobCompletionCriteriaTypeDef#

# TuningJobCompletionCriteriaTypeDef definition

class TuningJobCompletionCriteriaTypeDef(TypedDict):
    TargetObjectiveMetricValue: NotRequired[float],
    BestObjectiveNotImproving: NotRequired[BestObjectiveNotImprovingTypeDef],  # (1)
    ConvergenceDetected: NotRequired[ConvergenceDetectedTypeDef],  # (2)
  1. See BestObjectiveNotImprovingTypeDef
  2. See ConvergenceDetectedTypeDef

CreateActionRequestRequestTypeDef#

# CreateActionRequestRequestTypeDef definition

class CreateActionRequestRequestTypeDef(TypedDict):
    ActionName: str,
    Source: ActionSourceTypeDef,  # (1)
    ActionType: str,
    Description: NotRequired[str],
    Status: NotRequired[ActionStatusType],  # (2)
    Properties: NotRequired[Mapping[str, str]],
    MetadataProperties: NotRequired[MetadataPropertiesTypeDef],  # (3)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (4)
  1. See ActionSourceTypeDef
  2. See ActionStatusType
  3. See MetadataPropertiesTypeDef
  4. See TagTypeDef

CreateTrialRequestRequestTypeDef#

# CreateTrialRequestRequestTypeDef definition

class CreateTrialRequestRequestTypeDef(TypedDict):
    TrialName: str,
    ExperimentName: str,
    DisplayName: NotRequired[str],
    MetadataProperties: NotRequired[MetadataPropertiesTypeDef],  # (1)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
  1. See MetadataPropertiesTypeDef
  2. See TagTypeDef

CreateDeviceFleetRequestRequestTypeDef#

# CreateDeviceFleetRequestRequestTypeDef definition

class CreateDeviceFleetRequestRequestTypeDef(TypedDict):
    DeviceFleetName: str,
    OutputConfig: EdgeOutputConfigTypeDef,  # (1)
    RoleArn: NotRequired[str],
    Description: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
    EnableIotRoleAlias: NotRequired[bool],
  1. See EdgeOutputConfigTypeDef
  2. See TagTypeDef

CreateEdgePackagingJobRequestRequestTypeDef#

# CreateEdgePackagingJobRequestRequestTypeDef definition

class CreateEdgePackagingJobRequestRequestTypeDef(TypedDict):
    EdgePackagingJobName: str,
    CompilationJobName: str,
    ModelName: str,
    ModelVersion: str,
    RoleArn: str,
    OutputConfig: EdgeOutputConfigTypeDef,  # (1)
    ResourceKey: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
  1. See EdgeOutputConfigTypeDef
  2. See TagTypeDef

DescribeDeviceFleetResponseTypeDef#

# DescribeDeviceFleetResponseTypeDef definition

class DescribeDeviceFleetResponseTypeDef(TypedDict):
    DeviceFleetName: str,
    DeviceFleetArn: str,
    OutputConfig: EdgeOutputConfigTypeDef,  # (1)
    Description: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    RoleArn: str,
    IotRoleAlias: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See EdgeOutputConfigTypeDef
  2. See ResponseMetadataTypeDef

UpdateDeviceFleetRequestRequestTypeDef#

# UpdateDeviceFleetRequestRequestTypeDef definition

class UpdateDeviceFleetRequestRequestTypeDef(TypedDict):
    DeviceFleetName: str,
    OutputConfig: EdgeOutputConfigTypeDef,  # (1)
    RoleArn: NotRequired[str],
    Description: NotRequired[str],
    EnableIotRoleAlias: NotRequired[bool],
  1. See EdgeOutputConfigTypeDef

CreateHubRequestRequestTypeDef#

# CreateHubRequestRequestTypeDef definition

class CreateHubRequestRequestTypeDef(TypedDict):
    HubName: str,
    HubDescription: str,
    HubDisplayName: NotRequired[str],
    HubSearchKeywords: NotRequired[Sequence[str]],
    S3StorageConfig: NotRequired[HubS3StorageConfigTypeDef],  # (1)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
  1. See HubS3StorageConfigTypeDef
  2. See TagTypeDef

DescribeHubResponseTypeDef#

# DescribeHubResponseTypeDef definition

class DescribeHubResponseTypeDef(TypedDict):
    HubName: str,
    HubArn: str,
    HubDisplayName: str,
    HubDescription: str,
    HubSearchKeywords: list[str],
    S3StorageConfig: HubS3StorageConfigTypeDef,  # (1)
    HubStatus: HubStatusType,  # (2)
    FailureReason: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)
  1. See HubS3StorageConfigTypeDef
  2. See HubStatusType
  3. See ResponseMetadataTypeDef

CreateHumanTaskUiRequestRequestTypeDef#

# CreateHumanTaskUiRequestRequestTypeDef definition

class CreateHumanTaskUiRequestRequestTypeDef(TypedDict):
    HumanTaskUiName: str,
    UiTemplate: UiTemplateTypeDef,  # (1)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
  1. See UiTemplateTypeDef
  2. See TagTypeDef

UpdateInferenceComponentRuntimeConfigInputRequestTypeDef#

# UpdateInferenceComponentRuntimeConfigInputRequestTypeDef definition

class UpdateInferenceComponentRuntimeConfigInputRequestTypeDef(TypedDict):
    InferenceComponentName: str,
    DesiredRuntimeConfig: InferenceComponentRuntimeConfigTypeDef,  # (1)
  1. See InferenceComponentRuntimeConfigTypeDef

CreateModelCardExportJobRequestRequestTypeDef#

# CreateModelCardExportJobRequestRequestTypeDef definition

class CreateModelCardExportJobRequestRequestTypeDef(TypedDict):
    ModelCardName: str,
    ModelCardExportJobName: str,
    OutputConfig: ModelCardExportOutputConfigTypeDef,  # (1)
    ModelCardVersion: NotRequired[int],
  1. See ModelCardExportOutputConfigTypeDef

CreateModelCardRequestRequestTypeDef#

# CreateModelCardRequestRequestTypeDef definition

class CreateModelCardRequestRequestTypeDef(TypedDict):
    ModelCardName: str,
    Content: str,
    ModelCardStatus: ModelCardStatusType,  # (1)
    SecurityConfig: NotRequired[ModelCardSecurityConfigTypeDef],  # (2)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (3)
  1. See ModelCardStatusType
  2. See ModelCardSecurityConfigTypeDef
  3. See TagTypeDef

CreateNotebookInstanceInputRequestTypeDef#

# CreateNotebookInstanceInputRequestTypeDef definition

class CreateNotebookInstanceInputRequestTypeDef(TypedDict):
    NotebookInstanceName: str,
    InstanceType: InstanceTypeType,  # (1)
    RoleArn: str,
    SubnetId: NotRequired[str],
    SecurityGroupIds: NotRequired[Sequence[str]],
    KmsKeyId: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
    LifecycleConfigName: NotRequired[str],
    DirectInternetAccess: NotRequired[DirectInternetAccessType],  # (3)
    VolumeSizeInGB: NotRequired[int],
    AcceleratorTypes: NotRequired[Sequence[NotebookInstanceAcceleratorTypeType]],  # (4)
    DefaultCodeRepository: NotRequired[str],
    AdditionalCodeRepositories: NotRequired[Sequence[str]],
    RootAccess: NotRequired[RootAccessType],  # (5)
    PlatformIdentifier: NotRequired[str],
    InstanceMetadataServiceConfiguration: NotRequired[InstanceMetadataServiceConfigurationTypeDef],  # (6)
  1. See InstanceTypeType
  2. See TagTypeDef
  3. See DirectInternetAccessType
  4. See NotebookInstanceAcceleratorTypeType
  5. See RootAccessType
  6. See InstanceMetadataServiceConfigurationTypeDef

DescribeNotebookInstanceOutputTypeDef#

# DescribeNotebookInstanceOutputTypeDef definition

class DescribeNotebookInstanceOutputTypeDef(TypedDict):
    NotebookInstanceArn: str,
    NotebookInstanceName: str,
    NotebookInstanceStatus: NotebookInstanceStatusType,  # (1)
    FailureReason: str,
    Url: str,
    InstanceType: InstanceTypeType,  # (2)
    SubnetId: str,
    SecurityGroups: list[str],
    RoleArn: str,
    KmsKeyId: str,
    NetworkInterfaceId: str,
    LastModifiedTime: datetime,
    CreationTime: datetime,
    NotebookInstanceLifecycleConfigName: str,
    DirectInternetAccess: DirectInternetAccessType,  # (3)
    VolumeSizeInGB: int,
    AcceleratorTypes: list[NotebookInstanceAcceleratorTypeType],  # (4)
    DefaultCodeRepository: str,
    AdditionalCodeRepositories: list[str],
    RootAccess: RootAccessType,  # (5)
    PlatformIdentifier: str,
    InstanceMetadataServiceConfiguration: InstanceMetadataServiceConfigurationTypeDef,  # (6)
    ResponseMetadata: ResponseMetadataTypeDef,  # (7)
  1. See NotebookInstanceStatusType
  2. See InstanceTypeType
  3. See DirectInternetAccessType
  4. See NotebookInstanceAcceleratorTypeType
  5. See RootAccessType
  6. See InstanceMetadataServiceConfigurationTypeDef
  7. See ResponseMetadataTypeDef

UpdateNotebookInstanceInputRequestTypeDef#

# UpdateNotebookInstanceInputRequestTypeDef definition

class UpdateNotebookInstanceInputRequestTypeDef(TypedDict):
    NotebookInstanceName: str,
    InstanceType: NotRequired[InstanceTypeType],  # (1)
    RoleArn: NotRequired[str],
    LifecycleConfigName: NotRequired[str],
    DisassociateLifecycleConfig: NotRequired[bool],
    VolumeSizeInGB: NotRequired[int],
    DefaultCodeRepository: NotRequired[str],
    AdditionalCodeRepositories: NotRequired[Sequence[str]],
    AcceleratorTypes: NotRequired[Sequence[NotebookInstanceAcceleratorTypeType]],  # (2)
    DisassociateAcceleratorTypes: NotRequired[bool],
    DisassociateDefaultCodeRepository: NotRequired[bool],
    DisassociateAdditionalCodeRepositories: NotRequired[bool],
    RootAccess: NotRequired[RootAccessType],  # (3)
    InstanceMetadataServiceConfiguration: NotRequired[InstanceMetadataServiceConfigurationTypeDef],  # (4)
  1. See InstanceTypeType
  2. See NotebookInstanceAcceleratorTypeType
  3. See RootAccessType
  4. See InstanceMetadataServiceConfigurationTypeDef

CreateNotebookInstanceLifecycleConfigInputRequestTypeDef#

# CreateNotebookInstanceLifecycleConfigInputRequestTypeDef definition

class CreateNotebookInstanceLifecycleConfigInputRequestTypeDef(TypedDict):
    NotebookInstanceLifecycleConfigName: str,
    OnCreate: NotRequired[Sequence[NotebookInstanceLifecycleHookTypeDef]],  # (1)
    OnStart: NotRequired[Sequence[NotebookInstanceLifecycleHookTypeDef]],  # (1)
  1. See NotebookInstanceLifecycleHookTypeDef
  2. See NotebookInstanceLifecycleHookTypeDef

DescribeNotebookInstanceLifecycleConfigOutputTypeDef#

# DescribeNotebookInstanceLifecycleConfigOutputTypeDef definition

class DescribeNotebookInstanceLifecycleConfigOutputTypeDef(TypedDict):
    NotebookInstanceLifecycleConfigArn: str,
    NotebookInstanceLifecycleConfigName: str,
    OnCreate: list[NotebookInstanceLifecycleHookTypeDef],  # (1)
    OnStart: list[NotebookInstanceLifecycleHookTypeDef],  # (1)
    LastModifiedTime: datetime,
    CreationTime: datetime,
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)
  1. See NotebookInstanceLifecycleHookTypeDef
  2. See NotebookInstanceLifecycleHookTypeDef
  3. See ResponseMetadataTypeDef

UpdateNotebookInstanceLifecycleConfigInputRequestTypeDef#

# UpdateNotebookInstanceLifecycleConfigInputRequestTypeDef definition

class UpdateNotebookInstanceLifecycleConfigInputRequestTypeDef(TypedDict):
    NotebookInstanceLifecycleConfigName: str,
    OnCreate: NotRequired[Sequence[NotebookInstanceLifecycleHookTypeDef]],  # (1)
    OnStart: NotRequired[Sequence[NotebookInstanceLifecycleHookTypeDef]],  # (1)
  1. See NotebookInstanceLifecycleHookTypeDef
  2. See NotebookInstanceLifecycleHookTypeDef

CreatePartnerAppRequestRequestTypeDef#

# CreatePartnerAppRequestRequestTypeDef definition

class CreatePartnerAppRequestRequestTypeDef(TypedDict):
    Name: str,
    Type: PartnerAppTypeType,  # (1)
    ExecutionRoleArn: str,
    Tier: str,
    AuthType: PartnerAppAuthTypeType,  # (2)
    MaintenanceConfig: NotRequired[PartnerAppMaintenanceConfigTypeDef],  # (3)
    ApplicationConfig: NotRequired[PartnerAppConfigTypeDef],  # (4)
    EnableIamSessionBasedIdentity: NotRequired[bool],
    ClientToken: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (5)
  1. See PartnerAppTypeType
  2. See PartnerAppAuthTypeType
  3. See PartnerAppMaintenanceConfigTypeDef
  4. See PartnerAppConfigTypeDef
  5. See TagTypeDef

UpdatePartnerAppRequestRequestTypeDef#

# UpdatePartnerAppRequestRequestTypeDef definition

class UpdatePartnerAppRequestRequestTypeDef(TypedDict):
    Arn: str,
    MaintenanceConfig: NotRequired[PartnerAppMaintenanceConfigTypeDef],  # (1)
    Tier: NotRequired[str],
    ApplicationConfig: NotRequired[PartnerAppConfigTypeDef],  # (2)
    EnableIamSessionBasedIdentity: NotRequired[bool],
    ClientToken: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (3)
  1. See PartnerAppMaintenanceConfigTypeDef
  2. See PartnerAppConfigTypeDef
  3. See TagTypeDef

RetryPipelineExecutionRequestRequestTypeDef#

# RetryPipelineExecutionRequestRequestTypeDef definition

class RetryPipelineExecutionRequestRequestTypeDef(TypedDict):
    PipelineExecutionArn: str,
    ClientRequestToken: str,
    ParallelismConfiguration: NotRequired[ParallelismConfigurationTypeDef],  # (1)
  1. See ParallelismConfigurationTypeDef

UpdatePipelineExecutionRequestRequestTypeDef#

# UpdatePipelineExecutionRequestRequestTypeDef definition

class UpdatePipelineExecutionRequestRequestTypeDef(TypedDict):
    PipelineExecutionArn: str,
    PipelineExecutionDescription: NotRequired[str],
    PipelineExecutionDisplayName: NotRequired[str],
    ParallelismConfiguration: NotRequired[ParallelismConfigurationTypeDef],  # (1)
  1. See ParallelismConfigurationTypeDef

CreatePipelineRequestRequestTypeDef#

# CreatePipelineRequestRequestTypeDef definition

class CreatePipelineRequestRequestTypeDef(TypedDict):
    PipelineName: str,
    ClientRequestToken: str,
    RoleArn: str,
    PipelineDisplayName: NotRequired[str],
    PipelineDefinition: NotRequired[str],
    PipelineDefinitionS3Location: NotRequired[PipelineDefinitionS3LocationTypeDef],  # (1)
    PipelineDescription: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
    ParallelismConfiguration: NotRequired[ParallelismConfigurationTypeDef],  # (3)
  1. See PipelineDefinitionS3LocationTypeDef
  2. See TagTypeDef
  3. See ParallelismConfigurationTypeDef

UpdatePipelineRequestRequestTypeDef#

# UpdatePipelineRequestRequestTypeDef definition

class UpdatePipelineRequestRequestTypeDef(TypedDict):
    PipelineName: str,
    PipelineDisplayName: NotRequired[str],
    PipelineDefinition: NotRequired[str],
    PipelineDefinitionS3Location: NotRequired[PipelineDefinitionS3LocationTypeDef],  # (1)
    PipelineDescription: NotRequired[str],
    RoleArn: NotRequired[str],
    ParallelismConfiguration: NotRequired[ParallelismConfigurationTypeDef],  # (2)
  1. See PipelineDefinitionS3LocationTypeDef
  2. See ParallelismConfigurationTypeDef

InferenceExperimentScheduleTypeDef#

# InferenceExperimentScheduleTypeDef definition

class InferenceExperimentScheduleTypeDef(TypedDict):
    StartTime: NotRequired[TimestampTypeDef],
    EndTime: NotRequired[TimestampTypeDef],

ListActionsRequestRequestTypeDef#

# ListActionsRequestRequestTypeDef definition

class ListActionsRequestRequestTypeDef(TypedDict):
    SourceUri: NotRequired[str],
    ActionType: NotRequired[str],
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[SortActionsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
  1. See SortActionsByType
  2. See SortOrderType

ListAlgorithmsInputRequestTypeDef#

# ListAlgorithmsInputRequestTypeDef definition

class ListAlgorithmsInputRequestTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    MaxResults: NotRequired[int],
    NameContains: NotRequired[str],
    NextToken: NotRequired[str],
    SortBy: NotRequired[AlgorithmSortByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
  1. See AlgorithmSortByType
  2. See SortOrderType

ListAppImageConfigsRequestRequestTypeDef#

# ListAppImageConfigsRequestRequestTypeDef definition

class ListAppImageConfigsRequestRequestTypeDef(TypedDict):
    MaxResults: NotRequired[int],
    NextToken: NotRequired[str],
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    ModifiedTimeBefore: NotRequired[TimestampTypeDef],
    ModifiedTimeAfter: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[AppImageConfigSortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
  1. See AppImageConfigSortKeyType
  2. See SortOrderType

ListArtifactsRequestRequestTypeDef#

# ListArtifactsRequestRequestTypeDef definition

class ListArtifactsRequestRequestTypeDef(TypedDict):
    SourceUri: NotRequired[str],
    ArtifactType: NotRequired[str],
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[SortArtifactsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
  1. See SortArtifactsByType
  2. See SortOrderType

ListAssociationsRequestRequestTypeDef#

# ListAssociationsRequestRequestTypeDef definition

class ListAssociationsRequestRequestTypeDef(TypedDict):
    SourceArn: NotRequired[str],
    DestinationArn: NotRequired[str],
    SourceType: NotRequired[str],
    DestinationType: NotRequired[str],
    AssociationType: NotRequired[AssociationEdgeTypeType],  # (1)
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[SortAssociationsByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
  1. See AssociationEdgeTypeType
  2. See SortAssociationsByType
  3. See SortOrderType

ListAutoMLJobsRequestRequestTypeDef#

# ListAutoMLJobsRequestRequestTypeDef definition

class ListAutoMLJobsRequestRequestTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    StatusEquals: NotRequired[AutoMLJobStatusType],  # (1)
    SortOrder: NotRequired[AutoMLSortOrderType],  # (2)
    SortBy: NotRequired[AutoMLSortByType],  # (3)
    MaxResults: NotRequired[int],
    NextToken: NotRequired[str],
  1. See AutoMLJobStatusType
  2. See AutoMLSortOrderType
  3. See AutoMLSortByType

ListClusterNodesRequestRequestTypeDef#

# ListClusterNodesRequestRequestTypeDef definition

class ListClusterNodesRequestRequestTypeDef(TypedDict):
    ClusterName: str,
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    InstanceGroupNameContains: NotRequired[str],
    MaxResults: NotRequired[int],
    NextToken: NotRequired[str],
    SortBy: NotRequired[ClusterSortByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
  1. See ClusterSortByType
  2. See SortOrderType

ListClusterSchedulerConfigsRequestRequestTypeDef#

# ListClusterSchedulerConfigsRequestRequestTypeDef definition

class ListClusterSchedulerConfigsRequestRequestTypeDef(TypedDict):
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    ClusterArn: NotRequired[str],
    Status: NotRequired[SchedulerResourceStatusType],  # (1)
    SortBy: NotRequired[SortClusterSchedulerConfigByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
  1. See SchedulerResourceStatusType
  2. See SortClusterSchedulerConfigByType
  3. See SortOrderType

ListClustersRequestRequestTypeDef#

# ListClustersRequestRequestTypeDef definition

class ListClustersRequestRequestTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    MaxResults: NotRequired[int],
    NameContains: NotRequired[str],
    NextToken: NotRequired[str],
    SortBy: NotRequired[ClusterSortByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    TrainingPlanArn: NotRequired[str],
  1. See ClusterSortByType
  2. See SortOrderType

ListCodeRepositoriesInputRequestTypeDef#

# ListCodeRepositoriesInputRequestTypeDef definition

class ListCodeRepositoriesInputRequestTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    MaxResults: NotRequired[int],
    NameContains: NotRequired[str],
    NextToken: NotRequired[str],
    SortBy: NotRequired[CodeRepositorySortByType],  # (1)
    SortOrder: NotRequired[CodeRepositorySortOrderType],  # (2)
  1. See CodeRepositorySortByType
  2. See CodeRepositorySortOrderType

ListCompilationJobsRequestRequestTypeDef#

# ListCompilationJobsRequestRequestTypeDef definition

class ListCompilationJobsRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    StatusEquals: NotRequired[CompilationJobStatusType],  # (1)
    SortBy: NotRequired[ListCompilationJobsSortByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
  1. See CompilationJobStatusType
  2. See ListCompilationJobsSortByType
  3. See SortOrderType

ListComputeQuotasRequestRequestTypeDef#

# ListComputeQuotasRequestRequestTypeDef definition

class ListComputeQuotasRequestRequestTypeDef(TypedDict):
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    Status: NotRequired[SchedulerResourceStatusType],  # (1)
    ClusterArn: NotRequired[str],
    SortBy: NotRequired[SortQuotaByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
  1. See SchedulerResourceStatusType
  2. See SortQuotaByType
  3. See SortOrderType

ListContextsRequestRequestTypeDef#

# ListContextsRequestRequestTypeDef definition

class ListContextsRequestRequestTypeDef(TypedDict):
    SourceUri: NotRequired[str],
    ContextType: NotRequired[str],
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[SortContextsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
  1. See SortContextsByType
  2. See SortOrderType

ListDataQualityJobDefinitionsRequestRequestTypeDef#

# ListDataQualityJobDefinitionsRequestRequestTypeDef definition

class ListDataQualityJobDefinitionsRequestRequestTypeDef(TypedDict):
    EndpointName: NotRequired[str],
    SortBy: NotRequired[MonitoringJobDefinitionSortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
  1. See MonitoringJobDefinitionSortKeyType
  2. See SortOrderType

ListDeviceFleetsRequestRequestTypeDef#

# ListDeviceFleetsRequestRequestTypeDef definition

class ListDeviceFleetsRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    SortBy: NotRequired[ListDeviceFleetsSortByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
  1. See ListDeviceFleetsSortByType
  2. See SortOrderType

ListDevicesRequestRequestTypeDef#

# ListDevicesRequestRequestTypeDef definition

class ListDevicesRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    LatestHeartbeatAfter: NotRequired[TimestampTypeDef],
    ModelName: NotRequired[str],
    DeviceFleetName: NotRequired[str],

ListEdgeDeploymentPlansRequestRequestTypeDef#

# ListEdgeDeploymentPlansRequestRequestTypeDef definition

class ListEdgeDeploymentPlansRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    DeviceFleetNameContains: NotRequired[str],
    SortBy: NotRequired[ListEdgeDeploymentPlansSortByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
  1. See ListEdgeDeploymentPlansSortByType
  2. See SortOrderType

ListEdgePackagingJobsRequestRequestTypeDef#

# ListEdgePackagingJobsRequestRequestTypeDef definition

class ListEdgePackagingJobsRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    ModelNameContains: NotRequired[str],
    StatusEquals: NotRequired[EdgePackagingJobStatusType],  # (1)
    SortBy: NotRequired[ListEdgePackagingJobsSortByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
  1. See EdgePackagingJobStatusType
  2. See ListEdgePackagingJobsSortByType
  3. See SortOrderType

ListEndpointConfigsInputRequestTypeDef#

# ListEndpointConfigsInputRequestTypeDef definition

class ListEndpointConfigsInputRequestTypeDef(TypedDict):
    SortBy: NotRequired[EndpointConfigSortKeyType],  # (1)
    SortOrder: NotRequired[OrderKeyType],  # (2)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
  1. See EndpointConfigSortKeyType
  2. See OrderKeyType

ListEndpointsInputRequestTypeDef#

# ListEndpointsInputRequestTypeDef definition

class ListEndpointsInputRequestTypeDef(TypedDict):
    SortBy: NotRequired[EndpointSortKeyType],  # (1)
    SortOrder: NotRequired[OrderKeyType],  # (2)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    StatusEquals: NotRequired[EndpointStatusType],  # (3)
  1. See EndpointSortKeyType
  2. See OrderKeyType
  3. See EndpointStatusType

ListExperimentsRequestRequestTypeDef#

# ListExperimentsRequestRequestTypeDef definition

class ListExperimentsRequestRequestTypeDef(TypedDict):
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[SortExperimentsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
  1. See SortExperimentsByType
  2. See SortOrderType

ListFeatureGroupsRequestRequestTypeDef#

# ListFeatureGroupsRequestRequestTypeDef definition

class ListFeatureGroupsRequestRequestTypeDef(TypedDict):
    NameContains: NotRequired[str],
    FeatureGroupStatusEquals: NotRequired[FeatureGroupStatusType],  # (1)
    OfflineStoreStatusEquals: NotRequired[OfflineStoreStatusValueType],  # (2)
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    SortOrder: NotRequired[FeatureGroupSortOrderType],  # (3)
    SortBy: NotRequired[FeatureGroupSortByType],  # (4)
    MaxResults: NotRequired[int],
    NextToken: NotRequired[str],
  1. See FeatureGroupStatusType
  2. See OfflineStoreStatusValueType
  3. See FeatureGroupSortOrderType
  4. See FeatureGroupSortByType

ListFlowDefinitionsRequestRequestTypeDef#

# ListFlowDefinitionsRequestRequestTypeDef definition

class ListFlowDefinitionsRequestRequestTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    SortOrder: NotRequired[SortOrderType],  # (1)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
  1. See SortOrderType

ListHubContentVersionsRequestRequestTypeDef#

# ListHubContentVersionsRequestRequestTypeDef definition

class ListHubContentVersionsRequestRequestTypeDef(TypedDict):
    HubName: str,
    HubContentType: HubContentTypeType,  # (1)
    HubContentName: str,
    MinVersion: NotRequired[str],
    MaxSchemaVersion: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[HubContentSortByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    MaxResults: NotRequired[int],
    NextToken: NotRequired[str],
  1. See HubContentTypeType
  2. See HubContentSortByType
  3. See SortOrderType

ListHubContentsRequestRequestTypeDef#

# ListHubContentsRequestRequestTypeDef definition

class ListHubContentsRequestRequestTypeDef(TypedDict):
    HubName: str,
    HubContentType: HubContentTypeType,  # (1)
    NameContains: NotRequired[str],
    MaxSchemaVersion: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[HubContentSortByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    MaxResults: NotRequired[int],
    NextToken: NotRequired[str],
  1. See HubContentTypeType
  2. See HubContentSortByType
  3. See SortOrderType

ListHubsRequestRequestTypeDef#

# ListHubsRequestRequestTypeDef definition

class ListHubsRequestRequestTypeDef(TypedDict):
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[HubSortByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    MaxResults: NotRequired[int],
    NextToken: NotRequired[str],
  1. See HubSortByType
  2. See SortOrderType

ListHumanTaskUisRequestRequestTypeDef#

# ListHumanTaskUisRequestRequestTypeDef definition

class ListHumanTaskUisRequestRequestTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    SortOrder: NotRequired[SortOrderType],  # (1)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
  1. See SortOrderType

ListHyperParameterTuningJobsRequestRequestTypeDef#

# ListHyperParameterTuningJobsRequestRequestTypeDef definition

class ListHyperParameterTuningJobsRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    SortBy: NotRequired[HyperParameterTuningJobSortByOptionsType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    StatusEquals: NotRequired[HyperParameterTuningJobStatusType],  # (3)
  1. See HyperParameterTuningJobSortByOptionsType
  2. See SortOrderType
  3. See HyperParameterTuningJobStatusType

ListImageVersionsRequestRequestTypeDef#

# ListImageVersionsRequestRequestTypeDef definition

class ListImageVersionsRequestRequestTypeDef(TypedDict):
    ImageName: str,
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    MaxResults: NotRequired[int],
    NextToken: NotRequired[str],
    SortBy: NotRequired[ImageVersionSortByType],  # (1)
    SortOrder: NotRequired[ImageVersionSortOrderType],  # (2)
  1. See ImageVersionSortByType
  2. See ImageVersionSortOrderType

ListImagesRequestRequestTypeDef#

# ListImagesRequestRequestTypeDef definition

class ListImagesRequestRequestTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    MaxResults: NotRequired[int],
    NameContains: NotRequired[str],
    NextToken: NotRequired[str],
    SortBy: NotRequired[ImageSortByType],  # (1)
    SortOrder: NotRequired[ImageSortOrderType],  # (2)
  1. See ImageSortByType
  2. See ImageSortOrderType

ListInferenceComponentsInputRequestTypeDef#

# ListInferenceComponentsInputRequestTypeDef definition

class ListInferenceComponentsInputRequestTypeDef(TypedDict):
    SortBy: NotRequired[InferenceComponentSortKeyType],  # (1)
    SortOrder: NotRequired[OrderKeyType],  # (2)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    StatusEquals: NotRequired[InferenceComponentStatusType],  # (3)
    EndpointNameEquals: NotRequired[str],
    VariantNameEquals: NotRequired[str],
  1. See InferenceComponentSortKeyType
  2. See OrderKeyType
  3. See InferenceComponentStatusType

ListInferenceExperimentsRequestRequestTypeDef#

# ListInferenceExperimentsRequestRequestTypeDef definition

class ListInferenceExperimentsRequestRequestTypeDef(TypedDict):
    NameContains: NotRequired[str],
    Type: NotRequired[InferenceExperimentTypeType],  # (1)
    StatusEquals: NotRequired[InferenceExperimentStatusType],  # (2)
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[SortInferenceExperimentsByType],  # (3)
    SortOrder: NotRequired[SortOrderType],  # (4)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
  1. See InferenceExperimentTypeType
  2. See InferenceExperimentStatusType
  3. See SortInferenceExperimentsByType
  4. See SortOrderType

ListInferenceRecommendationsJobsRequestRequestTypeDef#

# ListInferenceRecommendationsJobsRequestRequestTypeDef definition

class ListInferenceRecommendationsJobsRequestRequestTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    StatusEquals: NotRequired[RecommendationJobStatusType],  # (1)
    SortBy: NotRequired[ListInferenceRecommendationsJobsSortByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    ModelNameEquals: NotRequired[str],
    ModelPackageVersionArnEquals: NotRequired[str],
  1. See RecommendationJobStatusType
  2. See ListInferenceRecommendationsJobsSortByType
  3. See SortOrderType

ListLabelingJobsForWorkteamRequestRequestTypeDef#

# ListLabelingJobsForWorkteamRequestRequestTypeDef definition

class ListLabelingJobsForWorkteamRequestRequestTypeDef(TypedDict):
    WorkteamArn: str,
    MaxResults: NotRequired[int],
    NextToken: NotRequired[str],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    JobReferenceCodeContains: NotRequired[str],
    SortBy: NotRequired[ListLabelingJobsForWorkteamSortByOptionsType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
  1. See ListLabelingJobsForWorkteamSortByOptionsType
  2. See SortOrderType

ListLabelingJobsRequestRequestTypeDef#

# ListLabelingJobsRequestRequestTypeDef definition

class ListLabelingJobsRequestRequestTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    MaxResults: NotRequired[int],
    NextToken: NotRequired[str],
    NameContains: NotRequired[str],
    SortBy: NotRequired[SortByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    StatusEquals: NotRequired[LabelingJobStatusType],  # (3)
  1. See SortByType
  2. See SortOrderType
  3. See LabelingJobStatusType

ListLineageGroupsRequestRequestTypeDef#

# ListLineageGroupsRequestRequestTypeDef definition

class ListLineageGroupsRequestRequestTypeDef(TypedDict):
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[SortLineageGroupsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
  1. See SortLineageGroupsByType
  2. See SortOrderType

ListMlflowTrackingServersRequestRequestTypeDef#

# ListMlflowTrackingServersRequestRequestTypeDef definition

class ListMlflowTrackingServersRequestRequestTypeDef(TypedDict):
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    TrackingServerStatus: NotRequired[TrackingServerStatusType],  # (1)
    MlflowVersion: NotRequired[str],
    SortBy: NotRequired[SortTrackingServerByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
  1. See TrackingServerStatusType
  2. See SortTrackingServerByType
  3. See SortOrderType

ListModelBiasJobDefinitionsRequestRequestTypeDef#

# ListModelBiasJobDefinitionsRequestRequestTypeDef definition

class ListModelBiasJobDefinitionsRequestRequestTypeDef(TypedDict):
    EndpointName: NotRequired[str],
    SortBy: NotRequired[MonitoringJobDefinitionSortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
  1. See MonitoringJobDefinitionSortKeyType
  2. See SortOrderType

ListModelCardExportJobsRequestRequestTypeDef#

# ListModelCardExportJobsRequestRequestTypeDef definition

class ListModelCardExportJobsRequestRequestTypeDef(TypedDict):
    ModelCardName: str,
    ModelCardVersion: NotRequired[int],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    ModelCardExportJobNameContains: NotRequired[str],
    StatusEquals: NotRequired[ModelCardExportJobStatusType],  # (1)
    SortBy: NotRequired[ModelCardExportJobSortByType],  # (2)
    SortOrder: NotRequired[ModelCardExportJobSortOrderType],  # (3)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
  1. See ModelCardExportJobStatusType
  2. See ModelCardExportJobSortByType
  3. See ModelCardExportJobSortOrderType

ListModelCardVersionsRequestRequestTypeDef#

# ListModelCardVersionsRequestRequestTypeDef definition

class ListModelCardVersionsRequestRequestTypeDef(TypedDict):
    ModelCardName: str,
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    MaxResults: NotRequired[int],
    ModelCardStatus: NotRequired[ModelCardStatusType],  # (1)
    NextToken: NotRequired[str],
    SortBy: NotRequired[ModelCardVersionSortByType],  # (2)
    SortOrder: NotRequired[ModelCardSortOrderType],  # (3)
  1. See ModelCardStatusType
  2. See ModelCardVersionSortByType
  3. See ModelCardSortOrderType

ListModelCardsRequestRequestTypeDef#

# ListModelCardsRequestRequestTypeDef definition

class ListModelCardsRequestRequestTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    MaxResults: NotRequired[int],
    NameContains: NotRequired[str],
    ModelCardStatus: NotRequired[ModelCardStatusType],  # (1)
    NextToken: NotRequired[str],
    SortBy: NotRequired[ModelCardSortByType],  # (2)
    SortOrder: NotRequired[ModelCardSortOrderType],  # (3)
  1. See ModelCardStatusType
  2. See ModelCardSortByType
  3. See ModelCardSortOrderType

ListModelExplainabilityJobDefinitionsRequestRequestTypeDef#

# ListModelExplainabilityJobDefinitionsRequestRequestTypeDef definition

class ListModelExplainabilityJobDefinitionsRequestRequestTypeDef(TypedDict):
    EndpointName: NotRequired[str],
    SortBy: NotRequired[MonitoringJobDefinitionSortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
  1. See MonitoringJobDefinitionSortKeyType
  2. See SortOrderType

ListModelPackageGroupsInputRequestTypeDef#

# ListModelPackageGroupsInputRequestTypeDef definition

class ListModelPackageGroupsInputRequestTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    MaxResults: NotRequired[int],
    NameContains: NotRequired[str],
    NextToken: NotRequired[str],
    SortBy: NotRequired[ModelPackageGroupSortByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    CrossAccountFilterOption: NotRequired[CrossAccountFilterOptionType],  # (3)
  1. See ModelPackageGroupSortByType
  2. See SortOrderType
  3. See CrossAccountFilterOptionType

ListModelPackagesInputRequestTypeDef#

# ListModelPackagesInputRequestTypeDef definition

class ListModelPackagesInputRequestTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    MaxResults: NotRequired[int],
    NameContains: NotRequired[str],
    ModelApprovalStatus: NotRequired[ModelApprovalStatusType],  # (1)
    ModelPackageGroupName: NotRequired[str],
    ModelPackageType: NotRequired[ModelPackageTypeType],  # (2)
    NextToken: NotRequired[str],
    SortBy: NotRequired[ModelPackageSortByType],  # (3)
    SortOrder: NotRequired[SortOrderType],  # (4)
  1. See ModelApprovalStatusType
  2. See ModelPackageTypeType
  3. See ModelPackageSortByType
  4. See SortOrderType

ListModelQualityJobDefinitionsRequestRequestTypeDef#

# ListModelQualityJobDefinitionsRequestRequestTypeDef definition

class ListModelQualityJobDefinitionsRequestRequestTypeDef(TypedDict):
    EndpointName: NotRequired[str],
    SortBy: NotRequired[MonitoringJobDefinitionSortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
  1. See MonitoringJobDefinitionSortKeyType
  2. See SortOrderType

ListModelsInputRequestTypeDef#

# ListModelsInputRequestTypeDef definition

class ListModelsInputRequestTypeDef(TypedDict):
    SortBy: NotRequired[ModelSortKeyType],  # (1)
    SortOrder: NotRequired[OrderKeyType],  # (2)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
  1. See ModelSortKeyType
  2. See OrderKeyType

ListMonitoringAlertHistoryRequestRequestTypeDef#

# ListMonitoringAlertHistoryRequestRequestTypeDef definition

class ListMonitoringAlertHistoryRequestRequestTypeDef(TypedDict):
    MonitoringScheduleName: NotRequired[str],
    MonitoringAlertName: NotRequired[str],
    SortBy: NotRequired[MonitoringAlertHistorySortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    StatusEquals: NotRequired[MonitoringAlertStatusType],  # (3)
  1. See MonitoringAlertHistorySortKeyType
  2. See SortOrderType
  3. See MonitoringAlertStatusType

ListMonitoringExecutionsRequestRequestTypeDef#

# ListMonitoringExecutionsRequestRequestTypeDef definition

class ListMonitoringExecutionsRequestRequestTypeDef(TypedDict):
    MonitoringScheduleName: NotRequired[str],
    EndpointName: NotRequired[str],
    SortBy: NotRequired[MonitoringExecutionSortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    ScheduledTimeBefore: NotRequired[TimestampTypeDef],
    ScheduledTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    StatusEquals: NotRequired[ExecutionStatusType],  # (3)
    MonitoringJobDefinitionName: NotRequired[str],
    MonitoringTypeEquals: NotRequired[MonitoringTypeType],  # (4)
  1. See MonitoringExecutionSortKeyType
  2. See SortOrderType
  3. See ExecutionStatusType
  4. See MonitoringTypeType

ListMonitoringSchedulesRequestRequestTypeDef#

# ListMonitoringSchedulesRequestRequestTypeDef definition

class ListMonitoringSchedulesRequestRequestTypeDef(TypedDict):
    EndpointName: NotRequired[str],
    SortBy: NotRequired[MonitoringScheduleSortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    StatusEquals: NotRequired[ScheduleStatusType],  # (3)
    MonitoringJobDefinitionName: NotRequired[str],
    MonitoringTypeEquals: NotRequired[MonitoringTypeType],  # (4)
  1. See MonitoringScheduleSortKeyType
  2. See SortOrderType
  3. See ScheduleStatusType
  4. See MonitoringTypeType

ListNotebookInstanceLifecycleConfigsInputRequestTypeDef#

# ListNotebookInstanceLifecycleConfigsInputRequestTypeDef definition

class ListNotebookInstanceLifecycleConfigsInputRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    SortBy: NotRequired[NotebookInstanceLifecycleConfigSortKeyType],  # (1)
    SortOrder: NotRequired[NotebookInstanceLifecycleConfigSortOrderType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
  1. See NotebookInstanceLifecycleConfigSortKeyType
  2. See NotebookInstanceLifecycleConfigSortOrderType

ListNotebookInstancesInputRequestTypeDef#

# ListNotebookInstancesInputRequestTypeDef definition

class ListNotebookInstancesInputRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    SortBy: NotRequired[NotebookInstanceSortKeyType],  # (1)
    SortOrder: NotRequired[NotebookInstanceSortOrderType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    StatusEquals: NotRequired[NotebookInstanceStatusType],  # (3)
    NotebookInstanceLifecycleConfigNameContains: NotRequired[str],
    DefaultCodeRepositoryContains: NotRequired[str],
    AdditionalCodeRepositoryEquals: NotRequired[str],
  1. See NotebookInstanceSortKeyType
  2. See NotebookInstanceSortOrderType
  3. See NotebookInstanceStatusType

ListOptimizationJobsRequestRequestTypeDef#

# ListOptimizationJobsRequestRequestTypeDef definition

class ListOptimizationJobsRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    OptimizationContains: NotRequired[str],
    NameContains: NotRequired[str],
    StatusEquals: NotRequired[OptimizationJobStatusType],  # (1)
    SortBy: NotRequired[ListOptimizationJobsSortByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
  1. See OptimizationJobStatusType
  2. See ListOptimizationJobsSortByType
  3. See SortOrderType

ListPipelineExecutionsRequestRequestTypeDef#

# ListPipelineExecutionsRequestRequestTypeDef definition

class ListPipelineExecutionsRequestRequestTypeDef(TypedDict):
    PipelineName: str,
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[SortPipelineExecutionsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
  1. See SortPipelineExecutionsByType
  2. See SortOrderType

ListPipelinesRequestRequestTypeDef#

# ListPipelinesRequestRequestTypeDef definition

class ListPipelinesRequestRequestTypeDef(TypedDict):
    PipelineNamePrefix: NotRequired[str],
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[SortPipelinesByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
  1. See SortPipelinesByType
  2. See SortOrderType

ListProcessingJobsRequestRequestTypeDef#

# ListProcessingJobsRequestRequestTypeDef definition

class ListProcessingJobsRequestRequestTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    StatusEquals: NotRequired[ProcessingJobStatusType],  # (1)
    SortBy: NotRequired[SortByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
  1. See ProcessingJobStatusType
  2. See SortByType
  3. See SortOrderType

ListProjectsInputRequestTypeDef#

# ListProjectsInputRequestTypeDef definition

class ListProjectsInputRequestTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    MaxResults: NotRequired[int],
    NameContains: NotRequired[str],
    NextToken: NotRequired[str],
    SortBy: NotRequired[ProjectSortByType],  # (1)
    SortOrder: NotRequired[ProjectSortOrderType],  # (2)
  1. See ProjectSortByType
  2. See ProjectSortOrderType

ListResourceCatalogsRequestRequestTypeDef#

# ListResourceCatalogsRequestRequestTypeDef definition

class ListResourceCatalogsRequestRequestTypeDef(TypedDict):
    NameContains: NotRequired[str],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    SortOrder: NotRequired[ResourceCatalogSortOrderType],  # (1)
    SortBy: NotRequired[ResourceCatalogSortByType],  # (2)
    MaxResults: NotRequired[int],
    NextToken: NotRequired[str],
  1. See ResourceCatalogSortOrderType
  2. See ResourceCatalogSortByType

ListStudioLifecycleConfigsRequestRequestTypeDef#

# ListStudioLifecycleConfigsRequestRequestTypeDef definition

class ListStudioLifecycleConfigsRequestRequestTypeDef(TypedDict):
    MaxResults: NotRequired[int],
    NextToken: NotRequired[str],
    NameContains: NotRequired[str],
    AppTypeEquals: NotRequired[StudioLifecycleConfigAppTypeType],  # (1)
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    ModifiedTimeBefore: NotRequired[TimestampTypeDef],
    ModifiedTimeAfter: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[StudioLifecycleConfigSortKeyType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
  1. See StudioLifecycleConfigAppTypeType
  2. See StudioLifecycleConfigSortKeyType
  3. See SortOrderType

ListTrainingJobsRequestRequestTypeDef#

# ListTrainingJobsRequestRequestTypeDef definition

class ListTrainingJobsRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    StatusEquals: NotRequired[TrainingJobStatusType],  # (1)
    SortBy: NotRequired[SortByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    WarmPoolStatusEquals: NotRequired[WarmPoolResourceStatusType],  # (4)
    TrainingPlanArnEquals: NotRequired[str],
  1. See TrainingJobStatusType
  2. See SortByType
  3. See SortOrderType
  4. See WarmPoolResourceStatusType

ListTransformJobsRequestRequestTypeDef#

# ListTransformJobsRequestRequestTypeDef definition

class ListTransformJobsRequestRequestTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    StatusEquals: NotRequired[TransformJobStatusType],  # (1)
    SortBy: NotRequired[SortByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
  1. See TransformJobStatusType
  2. See SortByType
  3. See SortOrderType

ListTrialComponentsRequestRequestTypeDef#

# ListTrialComponentsRequestRequestTypeDef definition

class ListTrialComponentsRequestRequestTypeDef(TypedDict):
    ExperimentName: NotRequired[str],
    TrialName: NotRequired[str],
    SourceArn: NotRequired[str],
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[SortTrialComponentsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    MaxResults: NotRequired[int],
    NextToken: NotRequired[str],
  1. See SortTrialComponentsByType
  2. See SortOrderType

ListTrialsRequestRequestTypeDef#

# ListTrialsRequestRequestTypeDef definition

class ListTrialsRequestRequestTypeDef(TypedDict):
    ExperimentName: NotRequired[str],
    TrialComponentName: NotRequired[str],
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[SortTrialsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    MaxResults: NotRequired[int],
    NextToken: NotRequired[str],
  1. See SortTrialsByType
  2. See SortOrderType

QueryFiltersTypeDef#

# QueryFiltersTypeDef definition

class QueryFiltersTypeDef(TypedDict):
    Types: NotRequired[Sequence[str]],
    LineageTypes: NotRequired[Sequence[LineageTypeType]],  # (1)
    CreatedBefore: NotRequired[TimestampTypeDef],
    CreatedAfter: NotRequired[TimestampTypeDef],
    ModifiedBefore: NotRequired[TimestampTypeDef],
    ModifiedAfter: NotRequired[TimestampTypeDef],
    Properties: NotRequired[Mapping[str, str]],
  1. See LineageTypeType

SearchTrainingPlanOfferingsRequestRequestTypeDef#

# SearchTrainingPlanOfferingsRequestRequestTypeDef definition

class SearchTrainingPlanOfferingsRequestRequestTypeDef(TypedDict):
    InstanceType: ReservedCapacityInstanceTypeType,  # (1)
    InstanceCount: int,
    TargetResources: Sequence[SageMakerResourceNameType],  # (2)
    StartTimeAfter: NotRequired[TimestampTypeDef],
    EndTimeBefore: NotRequired[TimestampTypeDef],
    DurationHours: NotRequired[int],
  1. See ReservedCapacityInstanceTypeType
  2. See SageMakerResourceNameType

CreateTrialComponentRequestRequestTypeDef#

# CreateTrialComponentRequestRequestTypeDef definition

class CreateTrialComponentRequestRequestTypeDef(TypedDict):
    TrialComponentName: str,
    DisplayName: NotRequired[str],
    Status: NotRequired[TrialComponentStatusTypeDef],  # (1)
    StartTime: NotRequired[TimestampTypeDef],
    EndTime: NotRequired[TimestampTypeDef],
    Parameters: NotRequired[Mapping[str, TrialComponentParameterValueTypeDef]],  # (2)
    InputArtifacts: NotRequired[Mapping[str, TrialComponentArtifactTypeDef]],  # (3)
    OutputArtifacts: NotRequired[Mapping[str, TrialComponentArtifactTypeDef]],  # (3)
    MetadataProperties: NotRequired[MetadataPropertiesTypeDef],  # (5)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (6)
  1. See TrialComponentStatusTypeDef
  2. See TrialComponentParameterValueTypeDef
  3. See TrialComponentArtifactTypeDef
  4. See TrialComponentArtifactTypeDef
  5. See MetadataPropertiesTypeDef
  6. See TagTypeDef

UpdateTrialComponentRequestRequestTypeDef#

# UpdateTrialComponentRequestRequestTypeDef definition

class UpdateTrialComponentRequestRequestTypeDef(TypedDict):
    TrialComponentName: str,
    DisplayName: NotRequired[str],
    Status: NotRequired[TrialComponentStatusTypeDef],  # (1)
    StartTime: NotRequired[TimestampTypeDef],
    EndTime: NotRequired[TimestampTypeDef],
    Parameters: NotRequired[Mapping[str, TrialComponentParameterValueTypeDef]],  # (2)
    ParametersToRemove: NotRequired[Sequence[str]],
    InputArtifacts: NotRequired[Mapping[str, TrialComponentArtifactTypeDef]],  # (3)
    InputArtifactsToRemove: NotRequired[Sequence[str]],
    OutputArtifacts: NotRequired[Mapping[str, TrialComponentArtifactTypeDef]],  # (3)
    OutputArtifactsToRemove: NotRequired[Sequence[str]],
  1. See TrialComponentStatusTypeDef
  2. See TrialComponentParameterValueTypeDef
  3. See TrialComponentArtifactTypeDef
  4. See TrialComponentArtifactTypeDef

CreateWorkforceRequestRequestTypeDef#

# CreateWorkforceRequestRequestTypeDef definition

class CreateWorkforceRequestRequestTypeDef(TypedDict):
    WorkforceName: str,
    CognitoConfig: NotRequired[CognitoConfigTypeDef],  # (1)
    OidcConfig: NotRequired[OidcConfigTypeDef],  # (2)
    SourceIpConfig: NotRequired[SourceIpConfigTypeDef],  # (3)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (4)
    WorkforceVpcConfig: NotRequired[WorkforceVpcConfigRequestTypeDef],  # (5)
  1. See CognitoConfigTypeDef
  2. See OidcConfigTypeDef
  3. See SourceIpConfigTypeDef
  4. See TagTypeDef
  5. See WorkforceVpcConfigRequestTypeDef

UpdateWorkforceRequestRequestTypeDef#

# UpdateWorkforceRequestRequestTypeDef definition

class UpdateWorkforceRequestRequestTypeDef(TypedDict):
    WorkforceName: str,
    SourceIpConfig: NotRequired[SourceIpConfigTypeDef],  # (1)
    OidcConfig: NotRequired[OidcConfigTypeDef],  # (2)
    WorkforceVpcConfig: NotRequired[WorkforceVpcConfigRequestTypeDef],  # (3)
  1. See SourceIpConfigTypeDef
  2. See OidcConfigTypeDef
  3. See WorkforceVpcConfigRequestTypeDef

CustomFileSystemConfigTypeDef#

# CustomFileSystemConfigTypeDef definition

class CustomFileSystemConfigTypeDef(TypedDict):
    EFSFileSystemConfig: NotRequired[EFSFileSystemConfigTypeDef],  # (1)
    FSxLustreFileSystemConfig: NotRequired[FSxLustreFileSystemConfigTypeDef],  # (2)
  1. See EFSFileSystemConfigTypeDef
  2. See FSxLustreFileSystemConfigTypeDef

CustomFileSystemTypeDef#

# CustomFileSystemTypeDef definition

class CustomFileSystemTypeDef(TypedDict):
    EFSFileSystem: NotRequired[EFSFileSystemTypeDef],  # (1)
    FSxLustreFileSystem: NotRequired[FSxLustreFileSystemTypeDef],  # (2)
  1. See EFSFileSystemTypeDef
  2. See FSxLustreFileSystemTypeDef

ModelBiasBaselineConfigTypeDef#

# ModelBiasBaselineConfigTypeDef definition

class ModelBiasBaselineConfigTypeDef(TypedDict):
    BaseliningJobName: NotRequired[str],
    ConstraintsResource: NotRequired[MonitoringConstraintsResourceTypeDef],  # (1)
  1. See MonitoringConstraintsResourceTypeDef

ModelExplainabilityBaselineConfigTypeDef#

# ModelExplainabilityBaselineConfigTypeDef definition

class ModelExplainabilityBaselineConfigTypeDef(TypedDict):
    BaseliningJobName: NotRequired[str],
    ConstraintsResource: NotRequired[MonitoringConstraintsResourceTypeDef],  # (1)
  1. See MonitoringConstraintsResourceTypeDef

ModelQualityBaselineConfigTypeDef#

# ModelQualityBaselineConfigTypeDef definition

class ModelQualityBaselineConfigTypeDef(TypedDict):
    BaseliningJobName: NotRequired[str],
    ConstraintsResource: NotRequired[MonitoringConstraintsResourceTypeDef],  # (1)
  1. See MonitoringConstraintsResourceTypeDef

DataQualityBaselineConfigTypeDef#

# DataQualityBaselineConfigTypeDef definition

class DataQualityBaselineConfigTypeDef(TypedDict):
    BaseliningJobName: NotRequired[str],
    ConstraintsResource: NotRequired[MonitoringConstraintsResourceTypeDef],  # (1)
    StatisticsResource: NotRequired[MonitoringStatisticsResourceTypeDef],  # (2)
  1. See MonitoringConstraintsResourceTypeDef
  2. See MonitoringStatisticsResourceTypeDef

MonitoringBaselineConfigTypeDef#

# MonitoringBaselineConfigTypeDef definition

class MonitoringBaselineConfigTypeDef(TypedDict):
    BaseliningJobName: NotRequired[str],
    ConstraintsResource: NotRequired[MonitoringConstraintsResourceTypeDef],  # (1)
    StatisticsResource: NotRequired[MonitoringStatisticsResourceTypeDef],  # (2)
  1. See MonitoringConstraintsResourceTypeDef
  2. See MonitoringStatisticsResourceTypeDef

DataSourceOutputTypeDef#

# DataSourceOutputTypeDef definition

class DataSourceOutputTypeDef(TypedDict):
    S3DataSource: NotRequired[S3DataSourceOutputTypeDef],  # (1)
    FileSystemDataSource: NotRequired[FileSystemDataSourceTypeDef],  # (2)
  1. See S3DataSourceOutputTypeDef
  2. See FileSystemDataSourceTypeDef

DatasetDefinitionTypeDef#

# DatasetDefinitionTypeDef definition

class DatasetDefinitionTypeDef(TypedDict):
    AthenaDatasetDefinition: NotRequired[AthenaDatasetDefinitionTypeDef],  # (1)
    RedshiftDatasetDefinition: NotRequired[RedshiftDatasetDefinitionTypeDef],  # (2)
    LocalPath: NotRequired[str],
    DataDistributionType: NotRequired[DataDistributionTypeType],  # (3)
    InputMode: NotRequired[InputModeType],  # (4)
  1. See AthenaDatasetDefinitionTypeDef
  2. See RedshiftDatasetDefinitionTypeDef
  3. See DataDistributionTypeType
  4. See InputModeType

DefaultSpaceStorageSettingsTypeDef#

# DefaultSpaceStorageSettingsTypeDef definition

class DefaultSpaceStorageSettingsTypeDef(TypedDict):
    DefaultEbsStorageSettings: NotRequired[DefaultEbsStorageSettingsTypeDef],  # (1)
  1. See DefaultEbsStorageSettingsTypeDef

DeleteDomainRequestRequestTypeDef#

# DeleteDomainRequestRequestTypeDef definition

class DeleteDomainRequestRequestTypeDef(TypedDict):
    DomainId: str,
    RetentionPolicy: NotRequired[RetentionPolicyTypeDef],  # (1)
  1. See RetentionPolicyTypeDef

InferenceComponentContainerSpecificationSummaryTypeDef#

# InferenceComponentContainerSpecificationSummaryTypeDef definition

class InferenceComponentContainerSpecificationSummaryTypeDef(TypedDict):
    DeployedImage: NotRequired[DeployedImageTypeDef],  # (1)
    ArtifactUrl: NotRequired[str],
    Environment: NotRequired[dict[str, str]],
  1. See DeployedImageTypeDef

DeploymentRecommendationTypeDef#

# DeploymentRecommendationTypeDef definition

class DeploymentRecommendationTypeDef(TypedDict):
    RecommendationStatus: RecommendationStatusType,  # (1)
    RealTimeInferenceRecommendations: NotRequired[list[RealTimeInferenceRecommendationTypeDef]],  # (2)
  1. See RecommendationStatusType
  2. See RealTimeInferenceRecommendationTypeDef

DeploymentStageStatusSummaryTypeDef#

# DeploymentStageStatusSummaryTypeDef definition

class DeploymentStageStatusSummaryTypeDef(TypedDict):
    StageName: str,
    DeviceSelectionConfig: DeviceSelectionConfigOutputTypeDef,  # (1)
    DeploymentConfig: EdgeDeploymentConfigTypeDef,  # (2)
    DeploymentStatus: EdgeDeploymentStatusTypeDef,  # (3)
  1. See DeviceSelectionConfigOutputTypeDef
  2. See EdgeDeploymentConfigTypeDef
  3. See EdgeDeploymentStatusTypeDef

DescribeDeviceResponseTypeDef#

# DescribeDeviceResponseTypeDef definition

class DescribeDeviceResponseTypeDef(TypedDict):
    DeviceArn: str,
    DeviceName: str,
    Description: str,
    DeviceFleetName: str,
    IotThingName: str,
    RegistrationTime: datetime,
    LatestHeartbeat: datetime,
    Models: list[EdgeModelTypeDef],  # (1)
    MaxModels: int,
    AgentVersion: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See EdgeModelTypeDef
  2. See ResponseMetadataTypeDef

DescribeEdgePackagingJobResponseTypeDef#

# DescribeEdgePackagingJobResponseTypeDef definition

class DescribeEdgePackagingJobResponseTypeDef(TypedDict):
    EdgePackagingJobArn: str,
    EdgePackagingJobName: str,
    CompilationJobName: str,
    ModelName: str,
    ModelVersion: str,
    RoleArn: str,
    OutputConfig: EdgeOutputConfigTypeDef,  # (1)
    ResourceKey: str,
    EdgePackagingJobStatus: EdgePackagingJobStatusType,  # (2)
    EdgePackagingJobStatusMessage: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    ModelArtifact: str,
    ModelSignature: str,
    PresetDeploymentOutput: EdgePresetDeploymentOutputTypeDef,  # (3)
    ResponseMetadata: ResponseMetadataTypeDef,  # (4)
  1. See EdgeOutputConfigTypeDef
  2. See EdgePackagingJobStatusType
  3. See EdgePresetDeploymentOutputTypeDef
  4. See ResponseMetadataTypeDef

DescribeEndpointInputWaitTypeDef#

# DescribeEndpointInputWaitTypeDef definition

class DescribeEndpointInputWaitTypeDef(TypedDict):
    EndpointName: str,
    WaiterConfig: NotRequired[WaiterConfigTypeDef],  # (1)
  1. See WaiterConfigTypeDef

DescribeImageRequestWaitTypeDef#

# DescribeImageRequestWaitTypeDef definition

class DescribeImageRequestWaitTypeDef(TypedDict):
    ImageName: str,
    WaiterConfig: NotRequired[WaiterConfigTypeDef],  # (1)
  1. See WaiterConfigTypeDef

DescribeImageVersionRequestWaitTypeDef#

# DescribeImageVersionRequestWaitTypeDef definition

class DescribeImageVersionRequestWaitTypeDef(TypedDict):
    ImageName: str,
    Version: NotRequired[int],
    Alias: NotRequired[str],
    WaiterConfig: NotRequired[WaiterConfigTypeDef],  # (1)
  1. See WaiterConfigTypeDef

DescribeNotebookInstanceInputWaitTypeDef#

# DescribeNotebookInstanceInputWaitTypeDef definition

class DescribeNotebookInstanceInputWaitTypeDef(TypedDict):
    NotebookInstanceName: str,
    WaiterConfig: NotRequired[WaiterConfigTypeDef],  # (1)
  1. See WaiterConfigTypeDef

DescribeProcessingJobRequestWaitTypeDef#

# DescribeProcessingJobRequestWaitTypeDef definition

class DescribeProcessingJobRequestWaitTypeDef(TypedDict):
    ProcessingJobName: str,
    WaiterConfig: NotRequired[WaiterConfigTypeDef],  # (1)
  1. See WaiterConfigTypeDef

DescribeTrainingJobRequestWaitTypeDef#

# DescribeTrainingJobRequestWaitTypeDef definition

class DescribeTrainingJobRequestWaitTypeDef(TypedDict):
    TrainingJobName: str,
    WaiterConfig: NotRequired[WaiterConfigTypeDef],  # (1)
  1. See WaiterConfigTypeDef

DescribeTransformJobRequestWaitTypeDef#

# DescribeTransformJobRequestWaitTypeDef definition

class DescribeTransformJobRequestWaitTypeDef(TypedDict):
    TransformJobName: str,
    WaiterConfig: NotRequired[WaiterConfigTypeDef],  # (1)
  1. See WaiterConfigTypeDef

ExperimentSummaryTypeDef#

# ExperimentSummaryTypeDef definition

class ExperimentSummaryTypeDef(TypedDict):
    ExperimentArn: NotRequired[str],
    ExperimentName: NotRequired[str],
    DisplayName: NotRequired[str],
    ExperimentSource: NotRequired[ExperimentSourceTypeDef],  # (1)
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
  1. See ExperimentSourceTypeDef

FeatureGroupSummaryTypeDef#

# FeatureGroupSummaryTypeDef definition

class FeatureGroupSummaryTypeDef(TypedDict):
    FeatureGroupName: str,
    FeatureGroupArn: str,
    CreationTime: datetime,
    FeatureGroupStatus: NotRequired[FeatureGroupStatusType],  # (1)
    OfflineStoreStatus: NotRequired[OfflineStoreStatusTypeDef],  # (2)
  1. See FeatureGroupStatusType
  2. See OfflineStoreStatusTypeDef

DescribeFeatureMetadataResponseTypeDef#

# DescribeFeatureMetadataResponseTypeDef definition

class DescribeFeatureMetadataResponseTypeDef(TypedDict):
    FeatureGroupArn: str,
    FeatureGroupName: str,
    FeatureName: str,
    FeatureType: FeatureTypeType,  # (1)
    CreationTime: datetime,
    LastModifiedTime: datetime,
    Description: str,
    Parameters: list[FeatureParameterTypeDef],  # (2)
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)
  1. See FeatureTypeType
  2. See FeatureParameterTypeDef
  3. See ResponseMetadataTypeDef

FeatureMetadataTypeDef#

# FeatureMetadataTypeDef definition

class FeatureMetadataTypeDef(TypedDict):
    FeatureGroupArn: NotRequired[str],
    FeatureGroupName: NotRequired[str],
    FeatureName: NotRequired[str],
    FeatureType: NotRequired[FeatureTypeType],  # (1)
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    Description: NotRequired[str],
    Parameters: NotRequired[list[FeatureParameterTypeDef]],  # (2)
  1. See FeatureTypeType
  2. See FeatureParameterTypeDef

UpdateFeatureMetadataRequestRequestTypeDef#

# UpdateFeatureMetadataRequestRequestTypeDef definition

class UpdateFeatureMetadataRequestRequestTypeDef(TypedDict):
    FeatureGroupName: str,
    FeatureName: str,
    Description: NotRequired[str],
    ParameterAdditions: NotRequired[Sequence[FeatureParameterTypeDef]],  # (1)
    ParameterRemovals: NotRequired[Sequence[str]],
  1. See FeatureParameterTypeDef

DescribeHubContentResponseTypeDef#

# DescribeHubContentResponseTypeDef definition

class DescribeHubContentResponseTypeDef(TypedDict):
    HubContentName: str,
    HubContentArn: str,
    HubContentVersion: str,
    HubContentType: HubContentTypeType,  # (1)
    DocumentSchemaVersion: str,
    HubName: str,
    HubArn: str,
    HubContentDisplayName: str,
    HubContentDescription: str,
    HubContentMarkdown: str,
    HubContentDocument: str,
    SageMakerPublicHubContentArn: str,
    ReferenceMinVersion: str,
    SupportStatus: HubContentSupportStatusType,  # (2)
    HubContentSearchKeywords: list[str],
    HubContentDependencies: list[HubContentDependencyTypeDef],  # (3)
    HubContentStatus: HubContentStatusType,  # (4)
    FailureReason: str,
    CreationTime: datetime,
    ResponseMetadata: ResponseMetadataTypeDef,  # (5)
  1. See HubContentTypeType
  2. See HubContentSupportStatusType
  3. See HubContentDependencyTypeDef
  4. See HubContentStatusType
  5. See ResponseMetadataTypeDef

DescribeHumanTaskUiResponseTypeDef#

# DescribeHumanTaskUiResponseTypeDef definition

class DescribeHumanTaskUiResponseTypeDef(TypedDict):
    HumanTaskUiArn: str,
    HumanTaskUiName: str,
    HumanTaskUiStatus: HumanTaskUiStatusType,  # (1)
    CreationTime: datetime,
    UiTemplate: UiTemplateInfoTypeDef,  # (2)
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)
  1. See HumanTaskUiStatusType
  2. See UiTemplateInfoTypeDef
  3. See ResponseMetadataTypeDef

InferenceExperimentSummaryTypeDef#

# InferenceExperimentSummaryTypeDef definition

class InferenceExperimentSummaryTypeDef(TypedDict):
    Name: str,
    Type: InferenceExperimentTypeType,  # (1)
    Status: InferenceExperimentStatusType,  # (3)
    CreationTime: datetime,
    LastModifiedTime: datetime,
    Schedule: NotRequired[InferenceExperimentScheduleOutputTypeDef],  # (2)
    StatusReason: NotRequired[str],
    Description: NotRequired[str],
    CompletionTime: NotRequired[datetime],
    RoleArn: NotRequired[str],
  1. See InferenceExperimentTypeType
  2. See InferenceExperimentScheduleOutputTypeDef
  3. See InferenceExperimentStatusType

DescribeModelCardExportJobResponseTypeDef#

# DescribeModelCardExportJobResponseTypeDef definition

class DescribeModelCardExportJobResponseTypeDef(TypedDict):
    ModelCardExportJobName: str,
    ModelCardExportJobArn: str,
    Status: ModelCardExportJobStatusType,  # (1)
    ModelCardName: str,
    ModelCardVersion: int,
    OutputConfig: ModelCardExportOutputConfigTypeDef,  # (2)
    CreatedAt: datetime,
    LastModifiedAt: datetime,
    FailureReason: str,
    ExportArtifacts: ModelCardExportArtifactsTypeDef,  # (3)
    ResponseMetadata: ResponseMetadataTypeDef,  # (4)
  1. See ModelCardExportJobStatusType
  2. See ModelCardExportOutputConfigTypeDef
  3. See ModelCardExportArtifactsTypeDef
  4. See ResponseMetadataTypeDef

ListMonitoringExecutionsResponseTypeDef#

# ListMonitoringExecutionsResponseTypeDef definition

class ListMonitoringExecutionsResponseTypeDef(TypedDict):
    MonitoringExecutionSummaries: list[MonitoringExecutionSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See MonitoringExecutionSummaryTypeDef
  2. See ResponseMetadataTypeDef

DescribePartnerAppResponseTypeDef#

# DescribePartnerAppResponseTypeDef definition

class DescribePartnerAppResponseTypeDef(TypedDict):
    Arn: str,
    Name: str,
    Type: PartnerAppTypeType,  # (1)
    Status: PartnerAppStatusType,  # (2)
    CreationTime: datetime,
    ExecutionRoleArn: str,
    BaseUrl: str,
    MaintenanceConfig: PartnerAppMaintenanceConfigTypeDef,  # (3)
    Tier: str,
    Version: str,
    ApplicationConfig: PartnerAppConfigOutputTypeDef,  # (4)
    AuthType: PartnerAppAuthTypeType,  # (5)
    EnableIamSessionBasedIdentity: bool,
    Error: ErrorInfoTypeDef,  # (6)
    ResponseMetadata: ResponseMetadataTypeDef,  # (7)
  1. See PartnerAppTypeType
  2. See PartnerAppStatusType
  3. See PartnerAppMaintenanceConfigTypeDef
  4. See PartnerAppConfigOutputTypeDef
  5. See PartnerAppAuthTypeType
  6. See ErrorInfoTypeDef
  7. See ResponseMetadataTypeDef

DescribeSubscribedWorkteamResponseTypeDef#

# DescribeSubscribedWorkteamResponseTypeDef definition

class DescribeSubscribedWorkteamResponseTypeDef(TypedDict):
    SubscribedWorkteam: SubscribedWorkteamTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See SubscribedWorkteamTypeDef
  2. See ResponseMetadataTypeDef

ListSubscribedWorkteamsResponseTypeDef#

# ListSubscribedWorkteamsResponseTypeDef definition

class ListSubscribedWorkteamsResponseTypeDef(TypedDict):
    SubscribedWorkteams: list[SubscribedWorkteamTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See SubscribedWorkteamTypeDef
  2. See ResponseMetadataTypeDef

TrainingJobSummaryTypeDef#

# TrainingJobSummaryTypeDef definition

class TrainingJobSummaryTypeDef(TypedDict):
    TrainingJobName: str,
    TrainingJobArn: str,
    CreationTime: datetime,
    TrainingJobStatus: TrainingJobStatusType,  # (1)
    TrainingEndTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    SecondaryStatus: NotRequired[SecondaryStatusType],  # (2)
    WarmPoolStatus: NotRequired[WarmPoolStatusTypeDef],  # (3)
    TrainingPlanArn: NotRequired[str],
  1. See TrainingJobStatusType
  2. See SecondaryStatusType
  3. See WarmPoolStatusTypeDef

DescribeTrainingPlanResponseTypeDef#

# DescribeTrainingPlanResponseTypeDef definition

class DescribeTrainingPlanResponseTypeDef(TypedDict):
    TrainingPlanArn: str,
    TrainingPlanName: str,
    Status: TrainingPlanStatusType,  # (1)
    StatusMessage: str,
    DurationHours: int,
    DurationMinutes: int,
    StartTime: datetime,
    EndTime: datetime,
    UpfrontFee: str,
    CurrencyCode: str,
    TotalInstanceCount: int,
    AvailableInstanceCount: int,
    InUseInstanceCount: int,
    TargetResources: list[SageMakerResourceNameType],  # (2)
    ReservedCapacitySummaries: list[ReservedCapacitySummaryTypeDef],  # (3)
    ResponseMetadata: ResponseMetadataTypeDef,  # (4)
  1. See TrainingPlanStatusType
  2. See SageMakerResourceNameType
  3. See ReservedCapacitySummaryTypeDef
  4. See ResponseMetadataTypeDef

TrainingPlanSummaryTypeDef#

# TrainingPlanSummaryTypeDef definition

class TrainingPlanSummaryTypeDef(TypedDict):
    TrainingPlanArn: str,
    TrainingPlanName: str,
    Status: TrainingPlanStatusType,  # (1)
    StatusMessage: NotRequired[str],
    DurationHours: NotRequired[int],
    DurationMinutes: NotRequired[int],
    StartTime: NotRequired[datetime],
    EndTime: NotRequired[datetime],
    UpfrontFee: NotRequired[str],
    CurrencyCode: NotRequired[str],
    TotalInstanceCount: NotRequired[int],
    AvailableInstanceCount: NotRequired[int],
    InUseInstanceCount: NotRequired[int],
    TargetResources: NotRequired[list[SageMakerResourceNameType]],  # (2)
    ReservedCapacitySummaries: NotRequired[list[ReservedCapacitySummaryTypeDef]],  # (3)
  1. See TrainingPlanStatusType
  2. See SageMakerResourceNameType
  3. See ReservedCapacitySummaryTypeDef

TrialSummaryTypeDef#

# TrialSummaryTypeDef definition

class TrialSummaryTypeDef(TypedDict):
    TrialArn: NotRequired[str],
    TrialName: NotRequired[str],
    DisplayName: NotRequired[str],
    TrialSource: NotRequired[TrialSourceTypeDef],  # (1)
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
  1. See TrialSourceTypeDef

DesiredWeightAndCapacityTypeDef#

# DesiredWeightAndCapacityTypeDef definition

class DesiredWeightAndCapacityTypeDef(TypedDict):
    VariantName: str,
    DesiredWeight: NotRequired[float],
    DesiredInstanceCount: NotRequired[int],
    ServerlessUpdateConfig: NotRequired[ProductionVariantServerlessUpdateConfigTypeDef],  # (1)
  1. See ProductionVariantServerlessUpdateConfigTypeDef

ListStageDevicesResponseTypeDef#

# ListStageDevicesResponseTypeDef definition

class ListStageDevicesResponseTypeDef(TypedDict):
    DeviceDeploymentSummaries: list[DeviceDeploymentSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See DeviceDeploymentSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListDeviceFleetsResponseTypeDef#

# ListDeviceFleetsResponseTypeDef definition

class ListDeviceFleetsResponseTypeDef(TypedDict):
    DeviceFleetSummaries: list[DeviceFleetSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See DeviceFleetSummaryTypeDef
  2. See ResponseMetadataTypeDef

DeviceSummaryTypeDef#

# DeviceSummaryTypeDef definition

class DeviceSummaryTypeDef(TypedDict):
    DeviceName: str,
    DeviceArn: str,
    Description: NotRequired[str],
    DeviceFleetName: NotRequired[str],
    IotThingName: NotRequired[str],
    RegistrationTime: NotRequired[datetime],
    LatestHeartbeat: NotRequired[datetime],
    Models: NotRequired[list[EdgeModelSummaryTypeDef]],  # (1)
    AgentVersion: NotRequired[str],
  1. See EdgeModelSummaryTypeDef

RegisterDevicesRequestRequestTypeDef#

# RegisterDevicesRequestRequestTypeDef definition

class RegisterDevicesRequestRequestTypeDef(TypedDict):
    DeviceFleetName: str,
    Devices: Sequence[DeviceTypeDef],  # (1)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
  1. See DeviceTypeDef
  2. See TagTypeDef

UpdateDevicesRequestRequestTypeDef#

# UpdateDevicesRequestRequestTypeDef definition

class UpdateDevicesRequestRequestTypeDef(TypedDict):
    DeviceFleetName: str,
    Devices: Sequence[DeviceTypeDef],  # (1)
  1. See DeviceTypeDef

ListDomainsResponseTypeDef#

# ListDomainsResponseTypeDef definition

class ListDomainsResponseTypeDef(TypedDict):
    Domains: list[DomainDetailsTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See DomainDetailsTypeDef
  2. See ResponseMetadataTypeDef

DriftCheckBiasTypeDef#

# DriftCheckBiasTypeDef definition

class DriftCheckBiasTypeDef(TypedDict):
    ConfigFile: NotRequired[FileSourceTypeDef],  # (1)
    PreTrainingConstraints: NotRequired[MetricsSourceTypeDef],  # (2)
    PostTrainingConstraints: NotRequired[MetricsSourceTypeDef],  # (2)
  1. See FileSourceTypeDef
  2. See MetricsSourceTypeDef
  3. See MetricsSourceTypeDef

DriftCheckExplainabilityTypeDef#

# DriftCheckExplainabilityTypeDef definition

class DriftCheckExplainabilityTypeDef(TypedDict):
    Constraints: NotRequired[MetricsSourceTypeDef],  # (1)
    ConfigFile: NotRequired[FileSourceTypeDef],  # (2)
  1. See MetricsSourceTypeDef
  2. See FileSourceTypeDef

SpaceStorageSettingsTypeDef#

# SpaceStorageSettingsTypeDef definition

class SpaceStorageSettingsTypeDef(TypedDict):
    EbsStorageSettings: NotRequired[EbsStorageSettingsTypeDef],  # (1)
  1. See EbsStorageSettingsTypeDef

ListEdgeDeploymentPlansResponseTypeDef#

# ListEdgeDeploymentPlansResponseTypeDef definition

class ListEdgeDeploymentPlansResponseTypeDef(TypedDict):
    EdgeDeploymentPlanSummaries: list[EdgeDeploymentPlanSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See EdgeDeploymentPlanSummaryTypeDef
  2. See ResponseMetadataTypeDef

GetDeviceFleetReportResponseTypeDef#

# GetDeviceFleetReportResponseTypeDef definition

class GetDeviceFleetReportResponseTypeDef(TypedDict):
    DeviceFleetArn: str,
    DeviceFleetName: str,
    OutputConfig: EdgeOutputConfigTypeDef,  # (1)
    Description: str,
    ReportGenerated: datetime,
    DeviceStats: DeviceStatsTypeDef,  # (2)
    AgentVersions: list[AgentVersionTypeDef],  # (3)
    ModelStats: list[EdgeModelStatTypeDef],  # (4)
    ResponseMetadata: ResponseMetadataTypeDef,  # (5)
  1. See EdgeOutputConfigTypeDef
  2. See DeviceStatsTypeDef
  3. See AgentVersionTypeDef
  4. See EdgeModelStatTypeDef
  5. See ResponseMetadataTypeDef

ListEdgePackagingJobsResponseTypeDef#

# ListEdgePackagingJobsResponseTypeDef definition

class ListEdgePackagingJobsResponseTypeDef(TypedDict):
    EdgePackagingJobSummaries: list[EdgePackagingJobSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See EdgePackagingJobSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListEndpointConfigsOutputTypeDef#

# ListEndpointConfigsOutputTypeDef definition

class ListEndpointConfigsOutputTypeDef(TypedDict):
    EndpointConfigs: list[EndpointConfigSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See EndpointConfigSummaryTypeDef
  2. See ResponseMetadataTypeDef

EndpointOutputConfigurationTypeDef#

# EndpointOutputConfigurationTypeDef definition

class EndpointOutputConfigurationTypeDef(TypedDict):
    EndpointName: str,
    VariantName: str,
    InstanceType: NotRequired[ProductionVariantInstanceTypeType],  # (1)
    InitialInstanceCount: NotRequired[int],
    ServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef],  # (2)
  1. See ProductionVariantInstanceTypeType
  2. See ProductionVariantServerlessConfigTypeDef

EndpointPerformanceTypeDef#

# EndpointPerformanceTypeDef definition

class EndpointPerformanceTypeDef(TypedDict):
    Metrics: InferenceMetricsTypeDef,  # (1)
    EndpointInfo: EndpointInfoTypeDef,  # (2)
  1. See InferenceMetricsTypeDef
  2. See EndpointInfoTypeDef

ListEndpointsOutputTypeDef#

# ListEndpointsOutputTypeDef definition

class ListEndpointsOutputTypeDef(TypedDict):
    Endpoints: list[EndpointSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See EndpointSummaryTypeDef
  2. See ResponseMetadataTypeDef

ModelConfigurationTypeDef#

# ModelConfigurationTypeDef definition

class ModelConfigurationTypeDef(TypedDict):
    InferenceSpecificationName: NotRequired[str],
    EnvironmentParameters: NotRequired[list[EnvironmentParameterTypeDef]],  # (1)
    CompilationJobName: NotRequired[str],
  1. See EnvironmentParameterTypeDef

NestedFiltersTypeDef#

# NestedFiltersTypeDef definition

class NestedFiltersTypeDef(TypedDict):
    NestedPropertyName: str,
    Filters: Sequence[FilterTypeDef],  # (1)
  1. See FilterTypeDef

HyperParameterTrainingJobSummaryTypeDef#

# HyperParameterTrainingJobSummaryTypeDef definition

class HyperParameterTrainingJobSummaryTypeDef(TypedDict):
    TrainingJobName: str,
    TrainingJobArn: str,
    CreationTime: datetime,
    TrainingJobStatus: TrainingJobStatusType,  # (1)
    TunedHyperParameters: dict[str, str],
    TrainingJobDefinitionName: NotRequired[str],
    TuningJobName: NotRequired[str],
    TrainingStartTime: NotRequired[datetime],
    TrainingEndTime: NotRequired[datetime],
    FailureReason: NotRequired[str],
    FinalHyperParameterTuningJobObjectiveMetric: NotRequired[FinalHyperParameterTuningJobObjectiveMetricTypeDef],  # (2)
    ObjectiveStatus: NotRequired[ObjectiveStatusType],  # (3)
  1. See TrainingJobStatusType
  2. See FinalHyperParameterTuningJobObjectiveMetricTypeDef
  3. See ObjectiveStatusType

ListFlowDefinitionsResponseTypeDef#

# ListFlowDefinitionsResponseTypeDef definition

class ListFlowDefinitionsResponseTypeDef(TypedDict):
    FlowDefinitionSummaries: list[FlowDefinitionSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See FlowDefinitionSummaryTypeDef
  2. See ResponseMetadataTypeDef

GetScalingConfigurationRecommendationRequestRequestTypeDef#

# GetScalingConfigurationRecommendationRequestRequestTypeDef definition

class GetScalingConfigurationRecommendationRequestRequestTypeDef(TypedDict):
    InferenceRecommendationsJobName: str,
    RecommendationId: NotRequired[str],
    EndpointName: NotRequired[str],
    TargetCpuUtilizationPerCore: NotRequired[int],
    ScalingPolicyObjective: NotRequired[ScalingPolicyObjectiveTypeDef],  # (1)
  1. See ScalingPolicyObjectiveTypeDef

GetSearchSuggestionsResponseTypeDef#

# GetSearchSuggestionsResponseTypeDef definition

class GetSearchSuggestionsResponseTypeDef(TypedDict):
    PropertyNameSuggestions: list[PropertyNameSuggestionTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See PropertyNameSuggestionTypeDef
  2. See ResponseMetadataTypeDef

UpdateCodeRepositoryInputRequestTypeDef#

# UpdateCodeRepositoryInputRequestTypeDef definition

class UpdateCodeRepositoryInputRequestTypeDef(TypedDict):
    CodeRepositoryName: str,
    GitConfig: NotRequired[GitConfigForUpdateTypeDef],  # (1)
  1. See GitConfigForUpdateTypeDef

StudioWebPortalSettingsOutputTypeDef#

# StudioWebPortalSettingsOutputTypeDef definition

class StudioWebPortalSettingsOutputTypeDef(TypedDict):
    HiddenMlTools: NotRequired[list[MlToolsType]],  # (1)
    HiddenAppTypes: NotRequired[list[AppTypeType]],  # (2)
    HiddenInstanceTypes: NotRequired[list[AppInstanceTypeType]],  # (3)
    HiddenSageMakerImageVersionAliases: NotRequired[list[HiddenSageMakerImageOutputTypeDef]],  # (4)
  1. See MlToolsType
  2. See AppTypeType
  3. See AppInstanceTypeType
  4. See HiddenSageMakerImageOutputTypeDef

ListHubContentVersionsResponseTypeDef#

# ListHubContentVersionsResponseTypeDef definition

class ListHubContentVersionsResponseTypeDef(TypedDict):
    HubContentSummaries: list[HubContentInfoTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See HubContentInfoTypeDef
  2. See ResponseMetadataTypeDef

ListHubContentsResponseTypeDef#

# ListHubContentsResponseTypeDef definition

class ListHubContentsResponseTypeDef(TypedDict):
    HubContentSummaries: list[HubContentInfoTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See HubContentInfoTypeDef
  2. See ResponseMetadataTypeDef

ListHubsResponseTypeDef#

# ListHubsResponseTypeDef definition

class ListHubsResponseTypeDef(TypedDict):
    HubSummaries: list[HubInfoTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See HubInfoTypeDef
  2. See ResponseMetadataTypeDef

HumanLoopActivationConfigTypeDef#

# HumanLoopActivationConfigTypeDef definition

class HumanLoopActivationConfigTypeDef(TypedDict):
    HumanLoopActivationConditionsConfig: HumanLoopActivationConditionsConfigTypeDef,  # (1)
  1. See HumanLoopActivationConditionsConfigTypeDef

ListHumanTaskUisResponseTypeDef#

# ListHumanTaskUisResponseTypeDef definition

class ListHumanTaskUisResponseTypeDef(TypedDict):
    HumanTaskUiSummaries: list[HumanTaskUiSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See HumanTaskUiSummaryTypeDef
  2. See ResponseMetadataTypeDef

HyperParameterTuningResourceConfigOutputTypeDef#

# HyperParameterTuningResourceConfigOutputTypeDef definition

class HyperParameterTuningResourceConfigOutputTypeDef(TypedDict):
    InstanceType: NotRequired[TrainingInstanceTypeType],  # (1)
    InstanceCount: NotRequired[int],
    VolumeSizeInGB: NotRequired[int],
    VolumeKmsKeyId: NotRequired[str],
    AllocationStrategy: NotRequired[HyperParameterTuningAllocationStrategyType],  # (2)
    InstanceConfigs: NotRequired[list[HyperParameterTuningInstanceConfigTypeDef]],  # (3)
  1. See TrainingInstanceTypeType
  2. See HyperParameterTuningAllocationStrategyType
  3. See HyperParameterTuningInstanceConfigTypeDef

HyperParameterTuningResourceConfigTypeDef#

# HyperParameterTuningResourceConfigTypeDef definition

class HyperParameterTuningResourceConfigTypeDef(TypedDict):
    InstanceType: NotRequired[TrainingInstanceTypeType],  # (1)
    InstanceCount: NotRequired[int],
    VolumeSizeInGB: NotRequired[int],
    VolumeKmsKeyId: NotRequired[str],
    AllocationStrategy: NotRequired[HyperParameterTuningAllocationStrategyType],  # (2)
    InstanceConfigs: NotRequired[Sequence[HyperParameterTuningInstanceConfigTypeDef]],  # (3)
  1. See TrainingInstanceTypeType
  2. See HyperParameterTuningAllocationStrategyType
  3. See HyperParameterTuningInstanceConfigTypeDef

HyperParameterTuningJobSummaryTypeDef#

# HyperParameterTuningJobSummaryTypeDef definition

class HyperParameterTuningJobSummaryTypeDef(TypedDict):
    HyperParameterTuningJobName: str,
    HyperParameterTuningJobArn: str,
    HyperParameterTuningJobStatus: HyperParameterTuningJobStatusType,  # (1)
    Strategy: HyperParameterTuningJobStrategyTypeType,  # (2)
    CreationTime: datetime,
    TrainingJobStatusCounters: TrainingJobStatusCountersTypeDef,  # (3)
    ObjectiveStatusCounters: ObjectiveStatusCountersTypeDef,  # (4)
    HyperParameterTuningEndTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    ResourceLimits: NotRequired[ResourceLimitsTypeDef],  # (5)
  1. See HyperParameterTuningJobStatusType
  2. See HyperParameterTuningJobStrategyTypeType
  3. See TrainingJobStatusCountersTypeDef
  4. See ObjectiveStatusCountersTypeDef
  5. See ResourceLimitsTypeDef

HyperParameterTuningJobStrategyConfigTypeDef#

# HyperParameterTuningJobStrategyConfigTypeDef definition

class HyperParameterTuningJobStrategyConfigTypeDef(TypedDict):
    HyperbandStrategyConfig: NotRequired[HyperbandStrategyConfigTypeDef],  # (1)
  1. See HyperbandStrategyConfigTypeDef

HyperParameterTuningJobWarmStartConfigOutputTypeDef#

# HyperParameterTuningJobWarmStartConfigOutputTypeDef definition

class HyperParameterTuningJobWarmStartConfigOutputTypeDef(TypedDict):
    ParentHyperParameterTuningJobs: list[ParentHyperParameterTuningJobTypeDef],  # (1)
    WarmStartType: HyperParameterTuningJobWarmStartTypeType,  # (2)
  1. See ParentHyperParameterTuningJobTypeDef
  2. See HyperParameterTuningJobWarmStartTypeType

HyperParameterTuningJobWarmStartConfigTypeDef#

# HyperParameterTuningJobWarmStartConfigTypeDef definition

class HyperParameterTuningJobWarmStartConfigTypeDef(TypedDict):
    ParentHyperParameterTuningJobs: Sequence[ParentHyperParameterTuningJobTypeDef],  # (1)
    WarmStartType: HyperParameterTuningJobWarmStartTypeType,  # (2)
  1. See ParentHyperParameterTuningJobTypeDef
  2. See HyperParameterTuningJobWarmStartTypeType

UserContextTypeDef#

# UserContextTypeDef definition

class UserContextTypeDef(TypedDict):
    UserProfileArn: NotRequired[str],
    UserProfileName: NotRequired[str],
    DomainId: NotRequired[str],
    IamIdentity: NotRequired[IamIdentityTypeDef],  # (1)
  1. See IamIdentityTypeDef

S3PresignTypeDef#

# S3PresignTypeDef definition

class S3PresignTypeDef(TypedDict):
    IamPolicyConstraints: NotRequired[IamPolicyConstraintsTypeDef],  # (1)
  1. See IamPolicyConstraintsTypeDef

ImageConfigTypeDef#

# ImageConfigTypeDef definition

class ImageConfigTypeDef(TypedDict):
    RepositoryAccessMode: RepositoryAccessModeType,  # (1)
    RepositoryAuthConfig: NotRequired[RepositoryAuthConfigTypeDef],  # (2)
  1. See RepositoryAccessModeType
  2. See RepositoryAuthConfigTypeDef

ListImagesResponseTypeDef#

# ListImagesResponseTypeDef definition

class ListImagesResponseTypeDef(TypedDict):
    Images: list[ImageTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See ImageTypeDef
  2. See ResponseMetadataTypeDef

ListImageVersionsResponseTypeDef#

# ListImageVersionsResponseTypeDef definition

class ListImageVersionsResponseTypeDef(TypedDict):
    ImageVersions: list[ImageVersionTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See ImageVersionTypeDef
  2. See ResponseMetadataTypeDef

InferenceComponentSpecificationTypeDef#

# InferenceComponentSpecificationTypeDef definition

class InferenceComponentSpecificationTypeDef(TypedDict):
    ModelName: NotRequired[str],
    Container: NotRequired[InferenceComponentContainerSpecificationTypeDef],  # (1)
    StartupParameters: NotRequired[InferenceComponentStartupParametersTypeDef],  # (2)
    ComputeResourceRequirements: NotRequired[InferenceComponentComputeResourceRequirementsTypeDef],  # (3)
    BaseInferenceComponentName: NotRequired[str],
  1. See InferenceComponentContainerSpecificationTypeDef
  2. See InferenceComponentStartupParametersTypeDef
  3. See InferenceComponentComputeResourceRequirementsTypeDef

ListInferenceComponentsOutputTypeDef#

# ListInferenceComponentsOutputTypeDef definition

class ListInferenceComponentsOutputTypeDef(TypedDict):
    InferenceComponents: list[InferenceComponentSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See InferenceComponentSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListInferenceRecommendationsJobsResponseTypeDef#

# ListInferenceRecommendationsJobsResponseTypeDef definition

class ListInferenceRecommendationsJobsResponseTypeDef(TypedDict):
    InferenceRecommendationsJobs: list[InferenceRecommendationsJobTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See InferenceRecommendationsJobTypeDef
  2. See ResponseMetadataTypeDef

ResourceConfigOutputTypeDef#

# ResourceConfigOutputTypeDef definition

class ResourceConfigOutputTypeDef(TypedDict):
    VolumeSizeInGB: int,
    InstanceType: NotRequired[TrainingInstanceTypeType],  # (1)
    InstanceCount: NotRequired[int],
    VolumeKmsKeyId: NotRequired[str],
    KeepAlivePeriodInSeconds: NotRequired[int],
    InstanceGroups: NotRequired[list[InstanceGroupTypeDef]],  # (2)
    TrainingPlanArn: NotRequired[str],
  1. See TrainingInstanceTypeType
  2. See InstanceGroupTypeDef

ResourceConfigTypeDef#

# ResourceConfigTypeDef definition

class ResourceConfigTypeDef(TypedDict):
    VolumeSizeInGB: int,
    InstanceType: NotRequired[TrainingInstanceTypeType],  # (1)
    InstanceCount: NotRequired[int],
    VolumeKmsKeyId: NotRequired[str],
    KeepAlivePeriodInSeconds: NotRequired[int],
    InstanceGroups: NotRequired[Sequence[InstanceGroupTypeDef]],  # (2)
    TrainingPlanArn: NotRequired[str],
  1. See TrainingInstanceTypeType
  2. See InstanceGroupTypeDef

ParameterRangeOutputTypeDef#

# ParameterRangeOutputTypeDef definition

class ParameterRangeOutputTypeDef(TypedDict):
    IntegerParameterRangeSpecification: NotRequired[IntegerParameterRangeSpecificationTypeDef],  # (1)
    ContinuousParameterRangeSpecification: NotRequired[ContinuousParameterRangeSpecificationTypeDef],  # (2)
    CategoricalParameterRangeSpecification: NotRequired[CategoricalParameterRangeSpecificationOutputTypeDef],  # (3)
  1. See IntegerParameterRangeSpecificationTypeDef
  2. See ContinuousParameterRangeSpecificationTypeDef
  3. See CategoricalParameterRangeSpecificationOutputTypeDef

ParameterRangesOutputTypeDef#

# ParameterRangesOutputTypeDef definition

class ParameterRangesOutputTypeDef(TypedDict):
    IntegerParameterRanges: NotRequired[list[IntegerParameterRangeTypeDef]],  # (1)
    ContinuousParameterRanges: NotRequired[list[ContinuousParameterRangeTypeDef]],  # (2)
    CategoricalParameterRanges: NotRequired[list[CategoricalParameterRangeOutputTypeDef]],  # (3)
    AutoParameters: NotRequired[list[AutoParameterTypeDef]],  # (4)
  1. See IntegerParameterRangeTypeDef
  2. See ContinuousParameterRangeTypeDef
  3. See CategoricalParameterRangeOutputTypeDef
  4. See AutoParameterTypeDef

KernelGatewayImageConfigOutputTypeDef#

# KernelGatewayImageConfigOutputTypeDef definition

class KernelGatewayImageConfigOutputTypeDef(TypedDict):
    KernelSpecs: list[KernelSpecTypeDef],  # (1)
    FileSystemConfig: NotRequired[FileSystemConfigTypeDef],  # (2)
  1. See KernelSpecTypeDef
  2. See FileSystemConfigTypeDef

KernelGatewayImageConfigTypeDef#

# KernelGatewayImageConfigTypeDef definition

class KernelGatewayImageConfigTypeDef(TypedDict):
    KernelSpecs: Sequence[KernelSpecTypeDef],  # (1)
    FileSystemConfig: NotRequired[FileSystemConfigTypeDef],  # (2)
  1. See KernelSpecTypeDef
  2. See FileSystemConfigTypeDef

LabelingJobForWorkteamSummaryTypeDef#

# LabelingJobForWorkteamSummaryTypeDef definition

class LabelingJobForWorkteamSummaryTypeDef(TypedDict):
    JobReferenceCode: str,
    WorkRequesterAccountId: str,
    CreationTime: datetime,
    LabelingJobName: NotRequired[str],
    LabelCounters: NotRequired[LabelCountersForWorkteamTypeDef],  # (1)
    NumberOfHumanWorkersPerDataObject: NotRequired[int],
  1. See LabelCountersForWorkteamTypeDef

LabelingJobDataSourceTypeDef#

# LabelingJobDataSourceTypeDef definition

class LabelingJobDataSourceTypeDef(TypedDict):
    S3DataSource: NotRequired[LabelingJobS3DataSourceTypeDef],  # (1)
    SnsDataSource: NotRequired[LabelingJobSnsDataSourceTypeDef],  # (2)
  1. See LabelingJobS3DataSourceTypeDef
  2. See LabelingJobSnsDataSourceTypeDef

ListLineageGroupsResponseTypeDef#

# ListLineageGroupsResponseTypeDef definition

class ListLineageGroupsResponseTypeDef(TypedDict):
    LineageGroupSummaries: list[LineageGroupSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See LineageGroupSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListActionsRequestPaginateTypeDef#

# ListActionsRequestPaginateTypeDef definition

class ListActionsRequestPaginateTypeDef(TypedDict):
    SourceUri: NotRequired[str],
    ActionType: NotRequired[str],
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[SortActionsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See SortActionsByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListAlgorithmsInputPaginateTypeDef#

# ListAlgorithmsInputPaginateTypeDef definition

class ListAlgorithmsInputPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    SortBy: NotRequired[AlgorithmSortByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See AlgorithmSortByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListAliasesRequestPaginateTypeDef#

# ListAliasesRequestPaginateTypeDef definition

class ListAliasesRequestPaginateTypeDef(TypedDict):
    ImageName: str,
    Alias: NotRequired[str],
    Version: NotRequired[int],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)
  1. See PaginatorConfigTypeDef

ListAppImageConfigsRequestPaginateTypeDef#

# ListAppImageConfigsRequestPaginateTypeDef definition

class ListAppImageConfigsRequestPaginateTypeDef(TypedDict):
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    ModifiedTimeBefore: NotRequired[TimestampTypeDef],
    ModifiedTimeAfter: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[AppImageConfigSortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See AppImageConfigSortKeyType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListAppsRequestPaginateTypeDef#

# ListAppsRequestPaginateTypeDef definition

class ListAppsRequestPaginateTypeDef(TypedDict):
    SortOrder: NotRequired[SortOrderType],  # (1)
    SortBy: NotRequired[AppSortKeyType],  # (2)
    DomainIdEquals: NotRequired[str],
    UserProfileNameEquals: NotRequired[str],
    SpaceNameEquals: NotRequired[str],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See SortOrderType
  2. See AppSortKeyType
  3. See PaginatorConfigTypeDef

ListArtifactsRequestPaginateTypeDef#

# ListArtifactsRequestPaginateTypeDef definition

class ListArtifactsRequestPaginateTypeDef(TypedDict):
    SourceUri: NotRequired[str],
    ArtifactType: NotRequired[str],
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[SortArtifactsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See SortArtifactsByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListAssociationsRequestPaginateTypeDef#

# ListAssociationsRequestPaginateTypeDef definition

class ListAssociationsRequestPaginateTypeDef(TypedDict):
    SourceArn: NotRequired[str],
    DestinationArn: NotRequired[str],
    SourceType: NotRequired[str],
    DestinationType: NotRequired[str],
    AssociationType: NotRequired[AssociationEdgeTypeType],  # (1)
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[SortAssociationsByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See AssociationEdgeTypeType
  2. See SortAssociationsByType
  3. See SortOrderType
  4. See PaginatorConfigTypeDef

ListAutoMLJobsRequestPaginateTypeDef#

# ListAutoMLJobsRequestPaginateTypeDef definition

class ListAutoMLJobsRequestPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    StatusEquals: NotRequired[AutoMLJobStatusType],  # (1)
    SortOrder: NotRequired[AutoMLSortOrderType],  # (2)
    SortBy: NotRequired[AutoMLSortByType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See AutoMLJobStatusType
  2. See AutoMLSortOrderType
  3. See AutoMLSortByType
  4. See PaginatorConfigTypeDef

ListCandidatesForAutoMLJobRequestPaginateTypeDef#

# ListCandidatesForAutoMLJobRequestPaginateTypeDef definition

class ListCandidatesForAutoMLJobRequestPaginateTypeDef(TypedDict):
    AutoMLJobName: str,
    StatusEquals: NotRequired[CandidateStatusType],  # (1)
    CandidateNameEquals: NotRequired[str],
    SortOrder: NotRequired[AutoMLSortOrderType],  # (2)
    SortBy: NotRequired[CandidateSortByType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See CandidateStatusType
  2. See AutoMLSortOrderType
  3. See CandidateSortByType
  4. See PaginatorConfigTypeDef

ListClusterNodesRequestPaginateTypeDef#

# ListClusterNodesRequestPaginateTypeDef definition

class ListClusterNodesRequestPaginateTypeDef(TypedDict):
    ClusterName: str,
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    InstanceGroupNameContains: NotRequired[str],
    SortBy: NotRequired[ClusterSortByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See ClusterSortByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListClusterSchedulerConfigsRequestPaginateTypeDef#

# ListClusterSchedulerConfigsRequestPaginateTypeDef definition

class ListClusterSchedulerConfigsRequestPaginateTypeDef(TypedDict):
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    ClusterArn: NotRequired[str],
    Status: NotRequired[SchedulerResourceStatusType],  # (1)
    SortBy: NotRequired[SortClusterSchedulerConfigByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See SchedulerResourceStatusType
  2. See SortClusterSchedulerConfigByType
  3. See SortOrderType
  4. See PaginatorConfigTypeDef

ListClustersRequestPaginateTypeDef#

# ListClustersRequestPaginateTypeDef definition

class ListClustersRequestPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    SortBy: NotRequired[ClusterSortByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    TrainingPlanArn: NotRequired[str],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See ClusterSortByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListCodeRepositoriesInputPaginateTypeDef#

# ListCodeRepositoriesInputPaginateTypeDef definition

class ListCodeRepositoriesInputPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    SortBy: NotRequired[CodeRepositorySortByType],  # (1)
    SortOrder: NotRequired[CodeRepositorySortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See CodeRepositorySortByType
  2. See CodeRepositorySortOrderType
  3. See PaginatorConfigTypeDef

ListCompilationJobsRequestPaginateTypeDef#

# ListCompilationJobsRequestPaginateTypeDef definition

class ListCompilationJobsRequestPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    StatusEquals: NotRequired[CompilationJobStatusType],  # (1)
    SortBy: NotRequired[ListCompilationJobsSortByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See CompilationJobStatusType
  2. See ListCompilationJobsSortByType
  3. See SortOrderType
  4. See PaginatorConfigTypeDef

ListComputeQuotasRequestPaginateTypeDef#

# ListComputeQuotasRequestPaginateTypeDef definition

class ListComputeQuotasRequestPaginateTypeDef(TypedDict):
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    Status: NotRequired[SchedulerResourceStatusType],  # (1)
    ClusterArn: NotRequired[str],
    SortBy: NotRequired[SortQuotaByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See SchedulerResourceStatusType
  2. See SortQuotaByType
  3. See SortOrderType
  4. See PaginatorConfigTypeDef

ListContextsRequestPaginateTypeDef#

# ListContextsRequestPaginateTypeDef definition

class ListContextsRequestPaginateTypeDef(TypedDict):
    SourceUri: NotRequired[str],
    ContextType: NotRequired[str],
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[SortContextsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See SortContextsByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListDataQualityJobDefinitionsRequestPaginateTypeDef#

# ListDataQualityJobDefinitionsRequestPaginateTypeDef definition

class ListDataQualityJobDefinitionsRequestPaginateTypeDef(TypedDict):
    EndpointName: NotRequired[str],
    SortBy: NotRequired[MonitoringJobDefinitionSortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See MonitoringJobDefinitionSortKeyType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListDeviceFleetsRequestPaginateTypeDef#

# ListDeviceFleetsRequestPaginateTypeDef definition

class ListDeviceFleetsRequestPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    SortBy: NotRequired[ListDeviceFleetsSortByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See ListDeviceFleetsSortByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListDevicesRequestPaginateTypeDef#

# ListDevicesRequestPaginateTypeDef definition

class ListDevicesRequestPaginateTypeDef(TypedDict):
    LatestHeartbeatAfter: NotRequired[TimestampTypeDef],
    ModelName: NotRequired[str],
    DeviceFleetName: NotRequired[str],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)
  1. See PaginatorConfigTypeDef

ListDomainsRequestPaginateTypeDef#

# ListDomainsRequestPaginateTypeDef definition

class ListDomainsRequestPaginateTypeDef(TypedDict):
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)
  1. See PaginatorConfigTypeDef

ListEdgeDeploymentPlansRequestPaginateTypeDef#

# ListEdgeDeploymentPlansRequestPaginateTypeDef definition

class ListEdgeDeploymentPlansRequestPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    DeviceFleetNameContains: NotRequired[str],
    SortBy: NotRequired[ListEdgeDeploymentPlansSortByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See ListEdgeDeploymentPlansSortByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListEdgePackagingJobsRequestPaginateTypeDef#

# ListEdgePackagingJobsRequestPaginateTypeDef definition

class ListEdgePackagingJobsRequestPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    ModelNameContains: NotRequired[str],
    StatusEquals: NotRequired[EdgePackagingJobStatusType],  # (1)
    SortBy: NotRequired[ListEdgePackagingJobsSortByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See EdgePackagingJobStatusType
  2. See ListEdgePackagingJobsSortByType
  3. See SortOrderType
  4. See PaginatorConfigTypeDef

ListEndpointConfigsInputPaginateTypeDef#

# ListEndpointConfigsInputPaginateTypeDef definition

class ListEndpointConfigsInputPaginateTypeDef(TypedDict):
    SortBy: NotRequired[EndpointConfigSortKeyType],  # (1)
    SortOrder: NotRequired[OrderKeyType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See EndpointConfigSortKeyType
  2. See OrderKeyType
  3. See PaginatorConfigTypeDef

ListEndpointsInputPaginateTypeDef#

# ListEndpointsInputPaginateTypeDef definition

class ListEndpointsInputPaginateTypeDef(TypedDict):
    SortBy: NotRequired[EndpointSortKeyType],  # (1)
    SortOrder: NotRequired[OrderKeyType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    StatusEquals: NotRequired[EndpointStatusType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See EndpointSortKeyType
  2. See OrderKeyType
  3. See EndpointStatusType
  4. See PaginatorConfigTypeDef

ListExperimentsRequestPaginateTypeDef#

# ListExperimentsRequestPaginateTypeDef definition

class ListExperimentsRequestPaginateTypeDef(TypedDict):
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[SortExperimentsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See SortExperimentsByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListFeatureGroupsRequestPaginateTypeDef#

# ListFeatureGroupsRequestPaginateTypeDef definition

class ListFeatureGroupsRequestPaginateTypeDef(TypedDict):
    NameContains: NotRequired[str],
    FeatureGroupStatusEquals: NotRequired[FeatureGroupStatusType],  # (1)
    OfflineStoreStatusEquals: NotRequired[OfflineStoreStatusValueType],  # (2)
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    SortOrder: NotRequired[FeatureGroupSortOrderType],  # (3)
    SortBy: NotRequired[FeatureGroupSortByType],  # (4)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (5)
  1. See FeatureGroupStatusType
  2. See OfflineStoreStatusValueType
  3. See FeatureGroupSortOrderType
  4. See FeatureGroupSortByType
  5. See PaginatorConfigTypeDef

ListFlowDefinitionsRequestPaginateTypeDef#

# ListFlowDefinitionsRequestPaginateTypeDef definition

class ListFlowDefinitionsRequestPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    SortOrder: NotRequired[SortOrderType],  # (1)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (2)
  1. See SortOrderType
  2. See PaginatorConfigTypeDef

ListHumanTaskUisRequestPaginateTypeDef#

# ListHumanTaskUisRequestPaginateTypeDef definition

class ListHumanTaskUisRequestPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    SortOrder: NotRequired[SortOrderType],  # (1)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (2)
  1. See SortOrderType
  2. See PaginatorConfigTypeDef

ListHyperParameterTuningJobsRequestPaginateTypeDef#

# ListHyperParameterTuningJobsRequestPaginateTypeDef definition

class ListHyperParameterTuningJobsRequestPaginateTypeDef(TypedDict):
    SortBy: NotRequired[HyperParameterTuningJobSortByOptionsType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    StatusEquals: NotRequired[HyperParameterTuningJobStatusType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See HyperParameterTuningJobSortByOptionsType
  2. See SortOrderType
  3. See HyperParameterTuningJobStatusType
  4. See PaginatorConfigTypeDef

ListImageVersionsRequestPaginateTypeDef#

# ListImageVersionsRequestPaginateTypeDef definition

class ListImageVersionsRequestPaginateTypeDef(TypedDict):
    ImageName: str,
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[ImageVersionSortByType],  # (1)
    SortOrder: NotRequired[ImageVersionSortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See ImageVersionSortByType
  2. See ImageVersionSortOrderType
  3. See PaginatorConfigTypeDef

ListImagesRequestPaginateTypeDef#

# ListImagesRequestPaginateTypeDef definition

class ListImagesRequestPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    SortBy: NotRequired[ImageSortByType],  # (1)
    SortOrder: NotRequired[ImageSortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See ImageSortByType
  2. See ImageSortOrderType
  3. See PaginatorConfigTypeDef

ListInferenceComponentsInputPaginateTypeDef#

# ListInferenceComponentsInputPaginateTypeDef definition

class ListInferenceComponentsInputPaginateTypeDef(TypedDict):
    SortBy: NotRequired[InferenceComponentSortKeyType],  # (1)
    SortOrder: NotRequired[OrderKeyType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    StatusEquals: NotRequired[InferenceComponentStatusType],  # (3)
    EndpointNameEquals: NotRequired[str],
    VariantNameEquals: NotRequired[str],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See InferenceComponentSortKeyType
  2. See OrderKeyType
  3. See InferenceComponentStatusType
  4. See PaginatorConfigTypeDef

ListInferenceExperimentsRequestPaginateTypeDef#

# ListInferenceExperimentsRequestPaginateTypeDef definition

class ListInferenceExperimentsRequestPaginateTypeDef(TypedDict):
    NameContains: NotRequired[str],
    Type: NotRequired[InferenceExperimentTypeType],  # (1)
    StatusEquals: NotRequired[InferenceExperimentStatusType],  # (2)
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[SortInferenceExperimentsByType],  # (3)
    SortOrder: NotRequired[SortOrderType],  # (4)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (5)
  1. See InferenceExperimentTypeType
  2. See InferenceExperimentStatusType
  3. See SortInferenceExperimentsByType
  4. See SortOrderType
  5. See PaginatorConfigTypeDef

ListInferenceRecommendationsJobStepsRequestPaginateTypeDef#

# ListInferenceRecommendationsJobStepsRequestPaginateTypeDef definition

class ListInferenceRecommendationsJobStepsRequestPaginateTypeDef(TypedDict):
    JobName: str,
    Status: NotRequired[RecommendationJobStatusType],  # (1)
    StepType: NotRequired[RecommendationStepTypeType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See RecommendationJobStatusType
  2. See RecommendationStepTypeType
  3. See PaginatorConfigTypeDef

ListInferenceRecommendationsJobsRequestPaginateTypeDef#

# ListInferenceRecommendationsJobsRequestPaginateTypeDef definition

class ListInferenceRecommendationsJobsRequestPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    StatusEquals: NotRequired[RecommendationJobStatusType],  # (1)
    SortBy: NotRequired[ListInferenceRecommendationsJobsSortByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    ModelNameEquals: NotRequired[str],
    ModelPackageVersionArnEquals: NotRequired[str],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See RecommendationJobStatusType
  2. See ListInferenceRecommendationsJobsSortByType
  3. See SortOrderType
  4. See PaginatorConfigTypeDef

ListLabelingJobsForWorkteamRequestPaginateTypeDef#

# ListLabelingJobsForWorkteamRequestPaginateTypeDef definition

class ListLabelingJobsForWorkteamRequestPaginateTypeDef(TypedDict):
    WorkteamArn: str,
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    JobReferenceCodeContains: NotRequired[str],
    SortBy: NotRequired[ListLabelingJobsForWorkteamSortByOptionsType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See ListLabelingJobsForWorkteamSortByOptionsType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListLabelingJobsRequestPaginateTypeDef#

# ListLabelingJobsRequestPaginateTypeDef definition

class ListLabelingJobsRequestPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    SortBy: NotRequired[SortByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    StatusEquals: NotRequired[LabelingJobStatusType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See SortByType
  2. See SortOrderType
  3. See LabelingJobStatusType
  4. See PaginatorConfigTypeDef

ListLineageGroupsRequestPaginateTypeDef#

# ListLineageGroupsRequestPaginateTypeDef definition

class ListLineageGroupsRequestPaginateTypeDef(TypedDict):
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[SortLineageGroupsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See SortLineageGroupsByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListMlflowTrackingServersRequestPaginateTypeDef#

# ListMlflowTrackingServersRequestPaginateTypeDef definition

class ListMlflowTrackingServersRequestPaginateTypeDef(TypedDict):
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    TrackingServerStatus: NotRequired[TrackingServerStatusType],  # (1)
    MlflowVersion: NotRequired[str],
    SortBy: NotRequired[SortTrackingServerByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See TrackingServerStatusType
  2. See SortTrackingServerByType
  3. See SortOrderType
  4. See PaginatorConfigTypeDef

ListModelBiasJobDefinitionsRequestPaginateTypeDef#

# ListModelBiasJobDefinitionsRequestPaginateTypeDef definition

class ListModelBiasJobDefinitionsRequestPaginateTypeDef(TypedDict):
    EndpointName: NotRequired[str],
    SortBy: NotRequired[MonitoringJobDefinitionSortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See MonitoringJobDefinitionSortKeyType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListModelCardExportJobsRequestPaginateTypeDef#

# ListModelCardExportJobsRequestPaginateTypeDef definition

class ListModelCardExportJobsRequestPaginateTypeDef(TypedDict):
    ModelCardName: str,
    ModelCardVersion: NotRequired[int],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    ModelCardExportJobNameContains: NotRequired[str],
    StatusEquals: NotRequired[ModelCardExportJobStatusType],  # (1)
    SortBy: NotRequired[ModelCardExportJobSortByType],  # (2)
    SortOrder: NotRequired[ModelCardExportJobSortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See ModelCardExportJobStatusType
  2. See ModelCardExportJobSortByType
  3. See ModelCardExportJobSortOrderType
  4. See PaginatorConfigTypeDef

ListModelCardVersionsRequestPaginateTypeDef#

# ListModelCardVersionsRequestPaginateTypeDef definition

class ListModelCardVersionsRequestPaginateTypeDef(TypedDict):
    ModelCardName: str,
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    ModelCardStatus: NotRequired[ModelCardStatusType],  # (1)
    SortBy: NotRequired[ModelCardVersionSortByType],  # (2)
    SortOrder: NotRequired[ModelCardSortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See ModelCardStatusType
  2. See ModelCardVersionSortByType
  3. See ModelCardSortOrderType
  4. See PaginatorConfigTypeDef

ListModelCardsRequestPaginateTypeDef#

# ListModelCardsRequestPaginateTypeDef definition

class ListModelCardsRequestPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    ModelCardStatus: NotRequired[ModelCardStatusType],  # (1)
    SortBy: NotRequired[ModelCardSortByType],  # (2)
    SortOrder: NotRequired[ModelCardSortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See ModelCardStatusType
  2. See ModelCardSortByType
  3. See ModelCardSortOrderType
  4. See PaginatorConfigTypeDef

ListModelExplainabilityJobDefinitionsRequestPaginateTypeDef#

# ListModelExplainabilityJobDefinitionsRequestPaginateTypeDef definition

class ListModelExplainabilityJobDefinitionsRequestPaginateTypeDef(TypedDict):
    EndpointName: NotRequired[str],
    SortBy: NotRequired[MonitoringJobDefinitionSortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See MonitoringJobDefinitionSortKeyType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListModelPackageGroupsInputPaginateTypeDef#

# ListModelPackageGroupsInputPaginateTypeDef definition

class ListModelPackageGroupsInputPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    SortBy: NotRequired[ModelPackageGroupSortByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    CrossAccountFilterOption: NotRequired[CrossAccountFilterOptionType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See ModelPackageGroupSortByType
  2. See SortOrderType
  3. See CrossAccountFilterOptionType
  4. See PaginatorConfigTypeDef

ListModelPackagesInputPaginateTypeDef#

# ListModelPackagesInputPaginateTypeDef definition

class ListModelPackagesInputPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    ModelApprovalStatus: NotRequired[ModelApprovalStatusType],  # (1)
    ModelPackageGroupName: NotRequired[str],
    ModelPackageType: NotRequired[ModelPackageTypeType],  # (2)
    SortBy: NotRequired[ModelPackageSortByType],  # (3)
    SortOrder: NotRequired[SortOrderType],  # (4)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (5)
  1. See ModelApprovalStatusType
  2. See ModelPackageTypeType
  3. See ModelPackageSortByType
  4. See SortOrderType
  5. See PaginatorConfigTypeDef

ListModelQualityJobDefinitionsRequestPaginateTypeDef#

# ListModelQualityJobDefinitionsRequestPaginateTypeDef definition

class ListModelQualityJobDefinitionsRequestPaginateTypeDef(TypedDict):
    EndpointName: NotRequired[str],
    SortBy: NotRequired[MonitoringJobDefinitionSortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See MonitoringJobDefinitionSortKeyType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListModelsInputPaginateTypeDef#

# ListModelsInputPaginateTypeDef definition

class ListModelsInputPaginateTypeDef(TypedDict):
    SortBy: NotRequired[ModelSortKeyType],  # (1)
    SortOrder: NotRequired[OrderKeyType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See ModelSortKeyType
  2. See OrderKeyType
  3. See PaginatorConfigTypeDef

ListMonitoringAlertHistoryRequestPaginateTypeDef#

# ListMonitoringAlertHistoryRequestPaginateTypeDef definition

class ListMonitoringAlertHistoryRequestPaginateTypeDef(TypedDict):
    MonitoringScheduleName: NotRequired[str],
    MonitoringAlertName: NotRequired[str],
    SortBy: NotRequired[MonitoringAlertHistorySortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    StatusEquals: NotRequired[MonitoringAlertStatusType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See MonitoringAlertHistorySortKeyType
  2. See SortOrderType
  3. See MonitoringAlertStatusType
  4. See PaginatorConfigTypeDef

ListMonitoringAlertsRequestPaginateTypeDef#

# ListMonitoringAlertsRequestPaginateTypeDef definition

class ListMonitoringAlertsRequestPaginateTypeDef(TypedDict):
    MonitoringScheduleName: str,
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)
  1. See PaginatorConfigTypeDef

ListMonitoringExecutionsRequestPaginateTypeDef#

# ListMonitoringExecutionsRequestPaginateTypeDef definition

class ListMonitoringExecutionsRequestPaginateTypeDef(TypedDict):
    MonitoringScheduleName: NotRequired[str],
    EndpointName: NotRequired[str],
    SortBy: NotRequired[MonitoringExecutionSortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    ScheduledTimeBefore: NotRequired[TimestampTypeDef],
    ScheduledTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    StatusEquals: NotRequired[ExecutionStatusType],  # (3)
    MonitoringJobDefinitionName: NotRequired[str],
    MonitoringTypeEquals: NotRequired[MonitoringTypeType],  # (4)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (5)
  1. See MonitoringExecutionSortKeyType
  2. See SortOrderType
  3. See ExecutionStatusType
  4. See MonitoringTypeType
  5. See PaginatorConfigTypeDef

ListMonitoringSchedulesRequestPaginateTypeDef#

# ListMonitoringSchedulesRequestPaginateTypeDef definition

class ListMonitoringSchedulesRequestPaginateTypeDef(TypedDict):
    EndpointName: NotRequired[str],
    SortBy: NotRequired[MonitoringScheduleSortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    StatusEquals: NotRequired[ScheduleStatusType],  # (3)
    MonitoringJobDefinitionName: NotRequired[str],
    MonitoringTypeEquals: NotRequired[MonitoringTypeType],  # (4)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (5)
  1. See MonitoringScheduleSortKeyType
  2. See SortOrderType
  3. See ScheduleStatusType
  4. See MonitoringTypeType
  5. See PaginatorConfigTypeDef

ListNotebookInstanceLifecycleConfigsInputPaginateTypeDef#

# ListNotebookInstanceLifecycleConfigsInputPaginateTypeDef definition

class ListNotebookInstanceLifecycleConfigsInputPaginateTypeDef(TypedDict):
    SortBy: NotRequired[NotebookInstanceLifecycleConfigSortKeyType],  # (1)
    SortOrder: NotRequired[NotebookInstanceLifecycleConfigSortOrderType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See NotebookInstanceLifecycleConfigSortKeyType
  2. See NotebookInstanceLifecycleConfigSortOrderType
  3. See PaginatorConfigTypeDef

ListNotebookInstancesInputPaginateTypeDef#

# ListNotebookInstancesInputPaginateTypeDef definition

class ListNotebookInstancesInputPaginateTypeDef(TypedDict):
    SortBy: NotRequired[NotebookInstanceSortKeyType],  # (1)
    SortOrder: NotRequired[NotebookInstanceSortOrderType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    StatusEquals: NotRequired[NotebookInstanceStatusType],  # (3)
    NotebookInstanceLifecycleConfigNameContains: NotRequired[str],
    DefaultCodeRepositoryContains: NotRequired[str],
    AdditionalCodeRepositoryEquals: NotRequired[str],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See NotebookInstanceSortKeyType
  2. See NotebookInstanceSortOrderType
  3. See NotebookInstanceStatusType
  4. See PaginatorConfigTypeDef

ListOptimizationJobsRequestPaginateTypeDef#

# ListOptimizationJobsRequestPaginateTypeDef definition

class ListOptimizationJobsRequestPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    OptimizationContains: NotRequired[str],
    NameContains: NotRequired[str],
    StatusEquals: NotRequired[OptimizationJobStatusType],  # (1)
    SortBy: NotRequired[ListOptimizationJobsSortByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See OptimizationJobStatusType
  2. See ListOptimizationJobsSortByType
  3. See SortOrderType
  4. See PaginatorConfigTypeDef

ListPartnerAppsRequestPaginateTypeDef#

# ListPartnerAppsRequestPaginateTypeDef definition

class ListPartnerAppsRequestPaginateTypeDef(TypedDict):
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)
  1. See PaginatorConfigTypeDef

ListPipelineExecutionStepsRequestPaginateTypeDef#

# ListPipelineExecutionStepsRequestPaginateTypeDef definition

class ListPipelineExecutionStepsRequestPaginateTypeDef(TypedDict):
    PipelineExecutionArn: NotRequired[str],
    SortOrder: NotRequired[SortOrderType],  # (1)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (2)
  1. See SortOrderType
  2. See PaginatorConfigTypeDef

ListPipelineExecutionsRequestPaginateTypeDef#

# ListPipelineExecutionsRequestPaginateTypeDef definition

class ListPipelineExecutionsRequestPaginateTypeDef(TypedDict):
    PipelineName: str,
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[SortPipelineExecutionsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See SortPipelineExecutionsByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListPipelineParametersForExecutionRequestPaginateTypeDef#

# ListPipelineParametersForExecutionRequestPaginateTypeDef definition

class ListPipelineParametersForExecutionRequestPaginateTypeDef(TypedDict):
    PipelineExecutionArn: str,
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)
  1. See PaginatorConfigTypeDef

ListPipelinesRequestPaginateTypeDef#

# ListPipelinesRequestPaginateTypeDef definition

class ListPipelinesRequestPaginateTypeDef(TypedDict):
    PipelineNamePrefix: NotRequired[str],
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[SortPipelinesByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See SortPipelinesByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListProcessingJobsRequestPaginateTypeDef#

# ListProcessingJobsRequestPaginateTypeDef definition

class ListProcessingJobsRequestPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    StatusEquals: NotRequired[ProcessingJobStatusType],  # (1)
    SortBy: NotRequired[SortByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See ProcessingJobStatusType
  2. See SortByType
  3. See SortOrderType
  4. See PaginatorConfigTypeDef

ListResourceCatalogsRequestPaginateTypeDef#

# ListResourceCatalogsRequestPaginateTypeDef definition

class ListResourceCatalogsRequestPaginateTypeDef(TypedDict):
    NameContains: NotRequired[str],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    SortOrder: NotRequired[ResourceCatalogSortOrderType],  # (1)
    SortBy: NotRequired[ResourceCatalogSortByType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See ResourceCatalogSortOrderType
  2. See ResourceCatalogSortByType
  3. See PaginatorConfigTypeDef

ListSpacesRequestPaginateTypeDef#

# ListSpacesRequestPaginateTypeDef definition

class ListSpacesRequestPaginateTypeDef(TypedDict):
    SortOrder: NotRequired[SortOrderType],  # (1)
    SortBy: NotRequired[SpaceSortKeyType],  # (2)
    DomainIdEquals: NotRequired[str],
    SpaceNameContains: NotRequired[str],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See SortOrderType
  2. See SpaceSortKeyType
  3. See PaginatorConfigTypeDef

ListStageDevicesRequestPaginateTypeDef#

# ListStageDevicesRequestPaginateTypeDef definition

class ListStageDevicesRequestPaginateTypeDef(TypedDict):
    EdgeDeploymentPlanName: str,
    StageName: str,
    ExcludeDevicesDeployedInOtherStage: NotRequired[bool],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)
  1. See PaginatorConfigTypeDef

ListStudioLifecycleConfigsRequestPaginateTypeDef#

# ListStudioLifecycleConfigsRequestPaginateTypeDef definition

class ListStudioLifecycleConfigsRequestPaginateTypeDef(TypedDict):
    NameContains: NotRequired[str],
    AppTypeEquals: NotRequired[StudioLifecycleConfigAppTypeType],  # (1)
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    ModifiedTimeBefore: NotRequired[TimestampTypeDef],
    ModifiedTimeAfter: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[StudioLifecycleConfigSortKeyType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See StudioLifecycleConfigAppTypeType
  2. See StudioLifecycleConfigSortKeyType
  3. See SortOrderType
  4. See PaginatorConfigTypeDef

ListSubscribedWorkteamsRequestPaginateTypeDef#

# ListSubscribedWorkteamsRequestPaginateTypeDef definition

class ListSubscribedWorkteamsRequestPaginateTypeDef(TypedDict):
    NameContains: NotRequired[str],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)
  1. See PaginatorConfigTypeDef

ListTagsInputPaginateTypeDef#

# ListTagsInputPaginateTypeDef definition

class ListTagsInputPaginateTypeDef(TypedDict):
    ResourceArn: str,
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)
  1. See PaginatorConfigTypeDef

ListTrainingJobsForHyperParameterTuningJobRequestPaginateTypeDef#

# ListTrainingJobsForHyperParameterTuningJobRequestPaginateTypeDef definition

class ListTrainingJobsForHyperParameterTuningJobRequestPaginateTypeDef(TypedDict):
    HyperParameterTuningJobName: str,
    StatusEquals: NotRequired[TrainingJobStatusType],  # (1)
    SortBy: NotRequired[TrainingJobSortByOptionsType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See TrainingJobStatusType
  2. See TrainingJobSortByOptionsType
  3. See SortOrderType
  4. See PaginatorConfigTypeDef

ListTrainingJobsRequestPaginateTypeDef#

# ListTrainingJobsRequestPaginateTypeDef definition

class ListTrainingJobsRequestPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    StatusEquals: NotRequired[TrainingJobStatusType],  # (1)
    SortBy: NotRequired[SortByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    WarmPoolStatusEquals: NotRequired[WarmPoolResourceStatusType],  # (4)
    TrainingPlanArnEquals: NotRequired[str],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (5)
  1. See TrainingJobStatusType
  2. See SortByType
  3. See SortOrderType
  4. See WarmPoolResourceStatusType
  5. See PaginatorConfigTypeDef

ListTransformJobsRequestPaginateTypeDef#

# ListTransformJobsRequestPaginateTypeDef definition

class ListTransformJobsRequestPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[TimestampTypeDef],
    CreationTimeBefore: NotRequired[TimestampTypeDef],
    LastModifiedTimeAfter: NotRequired[TimestampTypeDef],
    LastModifiedTimeBefore: NotRequired[TimestampTypeDef],
    NameContains: NotRequired[str],
    StatusEquals: NotRequired[TransformJobStatusType],  # (1)
    SortBy: NotRequired[SortByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See TransformJobStatusType
  2. See SortByType
  3. See SortOrderType
  4. See PaginatorConfigTypeDef

ListTrialComponentsRequestPaginateTypeDef#

# ListTrialComponentsRequestPaginateTypeDef definition

class ListTrialComponentsRequestPaginateTypeDef(TypedDict):
    ExperimentName: NotRequired[str],
    TrialName: NotRequired[str],
    SourceArn: NotRequired[str],
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[SortTrialComponentsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See SortTrialComponentsByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListTrialsRequestPaginateTypeDef#

# ListTrialsRequestPaginateTypeDef definition

class ListTrialsRequestPaginateTypeDef(TypedDict):
    ExperimentName: NotRequired[str],
    TrialComponentName: NotRequired[str],
    CreatedAfter: NotRequired[TimestampTypeDef],
    CreatedBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[SortTrialsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See SortTrialsByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListUserProfilesRequestPaginateTypeDef#

# ListUserProfilesRequestPaginateTypeDef definition

class ListUserProfilesRequestPaginateTypeDef(TypedDict):
    SortOrder: NotRequired[SortOrderType],  # (1)
    SortBy: NotRequired[UserProfileSortKeyType],  # (2)
    DomainIdEquals: NotRequired[str],
    UserProfileNameContains: NotRequired[str],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See SortOrderType
  2. See UserProfileSortKeyType
  3. See PaginatorConfigTypeDef

ListWorkforcesRequestPaginateTypeDef#

# ListWorkforcesRequestPaginateTypeDef definition

class ListWorkforcesRequestPaginateTypeDef(TypedDict):
    SortBy: NotRequired[ListWorkforcesSortByOptionsType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NameContains: NotRequired[str],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See ListWorkforcesSortByOptionsType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListWorkteamsRequestPaginateTypeDef#

# ListWorkteamsRequestPaginateTypeDef definition

class ListWorkteamsRequestPaginateTypeDef(TypedDict):
    SortBy: NotRequired[ListWorkteamsSortByOptionsType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NameContains: NotRequired[str],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See ListWorkteamsSortByOptionsType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListDataQualityJobDefinitionsResponseTypeDef#

# ListDataQualityJobDefinitionsResponseTypeDef definition

class ListDataQualityJobDefinitionsResponseTypeDef(TypedDict):
    JobDefinitionSummaries: list[MonitoringJobDefinitionSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See MonitoringJobDefinitionSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListModelBiasJobDefinitionsResponseTypeDef#

# ListModelBiasJobDefinitionsResponseTypeDef definition

class ListModelBiasJobDefinitionsResponseTypeDef(TypedDict):
    JobDefinitionSummaries: list[MonitoringJobDefinitionSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See MonitoringJobDefinitionSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListModelExplainabilityJobDefinitionsResponseTypeDef#

# ListModelExplainabilityJobDefinitionsResponseTypeDef definition

class ListModelExplainabilityJobDefinitionsResponseTypeDef(TypedDict):
    JobDefinitionSummaries: list[MonitoringJobDefinitionSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See MonitoringJobDefinitionSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListModelQualityJobDefinitionsResponseTypeDef#

# ListModelQualityJobDefinitionsResponseTypeDef definition

class ListModelQualityJobDefinitionsResponseTypeDef(TypedDict):
    JobDefinitionSummaries: list[MonitoringJobDefinitionSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See MonitoringJobDefinitionSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListMlflowTrackingServersResponseTypeDef#

# ListMlflowTrackingServersResponseTypeDef definition

class ListMlflowTrackingServersResponseTypeDef(TypedDict):
    TrackingServerSummaries: list[TrackingServerSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See TrackingServerSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListModelCardExportJobsResponseTypeDef#

# ListModelCardExportJobsResponseTypeDef definition

class ListModelCardExportJobsResponseTypeDef(TypedDict):
    ModelCardExportJobSummaries: list[ModelCardExportJobSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See ModelCardExportJobSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListModelCardVersionsResponseTypeDef#

# ListModelCardVersionsResponseTypeDef definition

class ListModelCardVersionsResponseTypeDef(TypedDict):
    ModelCardVersionSummaryList: list[ModelCardVersionSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See ModelCardVersionSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListModelCardsResponseTypeDef#

# ListModelCardsResponseTypeDef definition

class ListModelCardsResponseTypeDef(TypedDict):
    ModelCardSummaries: list[ModelCardSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See ModelCardSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListModelMetadataResponseTypeDef#

# ListModelMetadataResponseTypeDef definition

class ListModelMetadataResponseTypeDef(TypedDict):
    ModelMetadataSummaries: list[ModelMetadataSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See ModelMetadataSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListModelPackageGroupsOutputTypeDef#

# ListModelPackageGroupsOutputTypeDef definition

class ListModelPackageGroupsOutputTypeDef(TypedDict):
    ModelPackageGroupSummaryList: list[ModelPackageGroupSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See ModelPackageGroupSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListModelPackagesOutputTypeDef#

# ListModelPackagesOutputTypeDef definition

class ListModelPackagesOutputTypeDef(TypedDict):
    ModelPackageSummaryList: list[ModelPackageSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See ModelPackageSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListModelsOutputTypeDef#

# ListModelsOutputTypeDef definition

class ListModelsOutputTypeDef(TypedDict):
    Models: list[ModelSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See ModelSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListMonitoringAlertHistoryResponseTypeDef#

# ListMonitoringAlertHistoryResponseTypeDef definition

class ListMonitoringAlertHistoryResponseTypeDef(TypedDict):
    MonitoringAlertHistory: list[MonitoringAlertHistorySummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See MonitoringAlertHistorySummaryTypeDef
  2. See ResponseMetadataTypeDef

ListMonitoringSchedulesResponseTypeDef#

# ListMonitoringSchedulesResponseTypeDef definition

class ListMonitoringSchedulesResponseTypeDef(TypedDict):
    MonitoringScheduleSummaries: list[MonitoringScheduleSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See MonitoringScheduleSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListNotebookInstanceLifecycleConfigsOutputTypeDef#

# ListNotebookInstanceLifecycleConfigsOutputTypeDef definition

class ListNotebookInstanceLifecycleConfigsOutputTypeDef(TypedDict):
    NotebookInstanceLifecycleConfigs: list[NotebookInstanceLifecycleConfigSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See NotebookInstanceLifecycleConfigSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListNotebookInstancesOutputTypeDef#

# ListNotebookInstancesOutputTypeDef definition

class ListNotebookInstancesOutputTypeDef(TypedDict):
    NotebookInstances: list[NotebookInstanceSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See NotebookInstanceSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListOptimizationJobsResponseTypeDef#

# ListOptimizationJobsResponseTypeDef definition

class ListOptimizationJobsResponseTypeDef(TypedDict):
    OptimizationJobSummaries: list[OptimizationJobSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See OptimizationJobSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListPartnerAppsResponseTypeDef#

# ListPartnerAppsResponseTypeDef definition

class ListPartnerAppsResponseTypeDef(TypedDict):
    Summaries: list[PartnerAppSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See PartnerAppSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListPipelineExecutionsResponseTypeDef#

# ListPipelineExecutionsResponseTypeDef definition

class ListPipelineExecutionsResponseTypeDef(TypedDict):
    PipelineExecutionSummaries: list[PipelineExecutionSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See PipelineExecutionSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListPipelineParametersForExecutionResponseTypeDef#

# ListPipelineParametersForExecutionResponseTypeDef definition

class ListPipelineParametersForExecutionResponseTypeDef(TypedDict):
    PipelineParameters: list[ParameterTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See ParameterTypeDef
  2. See ResponseMetadataTypeDef

ListPipelinesResponseTypeDef#

# ListPipelinesResponseTypeDef definition

class ListPipelinesResponseTypeDef(TypedDict):
    PipelineSummaries: list[PipelineSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See PipelineSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListProcessingJobsResponseTypeDef#

# ListProcessingJobsResponseTypeDef definition

class ListProcessingJobsResponseTypeDef(TypedDict):
    ProcessingJobSummaries: list[ProcessingJobSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See ProcessingJobSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListProjectsOutputTypeDef#

# ListProjectsOutputTypeDef definition

class ListProjectsOutputTypeDef(TypedDict):
    ProjectSummaryList: list[ProjectSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See ProjectSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListResourceCatalogsResponseTypeDef#

# ListResourceCatalogsResponseTypeDef definition

class ListResourceCatalogsResponseTypeDef(TypedDict):
    ResourceCatalogs: list[ResourceCatalogTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See ResourceCatalogTypeDef
  2. See ResponseMetadataTypeDef

ListStudioLifecycleConfigsResponseTypeDef#

# ListStudioLifecycleConfigsResponseTypeDef definition

class ListStudioLifecycleConfigsResponseTypeDef(TypedDict):
    StudioLifecycleConfigs: list[StudioLifecycleConfigDetailsTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See StudioLifecycleConfigDetailsTypeDef
  2. See ResponseMetadataTypeDef

ListTrainingPlansRequestPaginateTypeDef#

# ListTrainingPlansRequestPaginateTypeDef definition

class ListTrainingPlansRequestPaginateTypeDef(TypedDict):
    StartTimeAfter: NotRequired[TimestampTypeDef],
    StartTimeBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[TrainingPlanSortByType],  # (1)
    SortOrder: NotRequired[TrainingPlanSortOrderType],  # (2)
    Filters: NotRequired[Sequence[TrainingPlanFilterTypeDef]],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See TrainingPlanSortByType
  2. See TrainingPlanSortOrderType
  3. See TrainingPlanFilterTypeDef
  4. See PaginatorConfigTypeDef

ListTrainingPlansRequestRequestTypeDef#

# ListTrainingPlansRequestRequestTypeDef definition

class ListTrainingPlansRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    StartTimeAfter: NotRequired[TimestampTypeDef],
    StartTimeBefore: NotRequired[TimestampTypeDef],
    SortBy: NotRequired[TrainingPlanSortByType],  # (1)
    SortOrder: NotRequired[TrainingPlanSortOrderType],  # (2)
    Filters: NotRequired[Sequence[TrainingPlanFilterTypeDef]],  # (3)
  1. See TrainingPlanSortByType
  2. See TrainingPlanSortOrderType
  3. See TrainingPlanFilterTypeDef

ListTransformJobsResponseTypeDef#

# ListTransformJobsResponseTypeDef definition

class ListTransformJobsResponseTypeDef(TypedDict):
    TransformJobSummaries: list[TransformJobSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See TransformJobSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListUserProfilesResponseTypeDef#

# ListUserProfilesResponseTypeDef definition

class ListUserProfilesResponseTypeDef(TypedDict):
    UserProfiles: list[UserProfileDetailsTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See UserProfileDetailsTypeDef
  2. See ResponseMetadataTypeDef

MemberDefinitionOutputTypeDef#

# MemberDefinitionOutputTypeDef definition

class MemberDefinitionOutputTypeDef(TypedDict):
    CognitoMemberDefinition: NotRequired[CognitoMemberDefinitionTypeDef],  # (1)
    OidcMemberDefinition: NotRequired[OidcMemberDefinitionOutputTypeDef],  # (2)
  1. See CognitoMemberDefinitionTypeDef
  2. See OidcMemberDefinitionOutputTypeDef

MetricSpecificationTypeDef#

# MetricSpecificationTypeDef definition

class MetricSpecificationTypeDef(TypedDict):
    Predefined: NotRequired[PredefinedMetricSpecificationTypeDef],  # (1)
    Customized: NotRequired[CustomizedMetricSpecificationTypeDef],  # (2)
  1. See PredefinedMetricSpecificationTypeDef
  2. See CustomizedMetricSpecificationTypeDef

S3ModelDataSourceTypeDef#

# S3ModelDataSourceTypeDef definition

class S3ModelDataSourceTypeDef(TypedDict):
    S3Uri: str,
    S3DataType: S3ModelDataTypeType,  # (1)
    CompressionType: ModelCompressionTypeType,  # (2)
    ModelAccessConfig: NotRequired[ModelAccessConfigTypeDef],  # (3)
    HubAccessConfig: NotRequired[InferenceHubAccessConfigTypeDef],  # (4)
    ManifestS3Uri: NotRequired[str],
  1. See S3ModelDataTypeType
  2. See ModelCompressionTypeType
  3. See ModelAccessConfigTypeDef
  4. See InferenceHubAccessConfigTypeDef

TextGenerationJobConfigOutputTypeDef#

# TextGenerationJobConfigOutputTypeDef definition

class TextGenerationJobConfigOutputTypeDef(TypedDict):
    CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef],  # (1)
    BaseModelName: NotRequired[str],
    TextGenerationHyperParameters: NotRequired[dict[str, str]],
    ModelAccessConfig: NotRequired[ModelAccessConfigTypeDef],  # (2)
  1. See AutoMLJobCompletionCriteriaTypeDef
  2. See ModelAccessConfigTypeDef

TextGenerationJobConfigTypeDef#

# TextGenerationJobConfigTypeDef definition

class TextGenerationJobConfigTypeDef(TypedDict):
    CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef],  # (1)
    BaseModelName: NotRequired[str],
    TextGenerationHyperParameters: NotRequired[Mapping[str, str]],
    ModelAccessConfig: NotRequired[ModelAccessConfigTypeDef],  # (2)
  1. See AutoMLJobCompletionCriteriaTypeDef
  2. See ModelAccessConfigTypeDef

MonitoringAlertActionsTypeDef#

# MonitoringAlertActionsTypeDef definition

class MonitoringAlertActionsTypeDef(TypedDict):
    ModelDashboardIndicator: NotRequired[ModelDashboardIndicatorActionTypeDef],  # (1)
  1. See ModelDashboardIndicatorActionTypeDef

ModelInfrastructureConfigTypeDef#

# ModelInfrastructureConfigTypeDef definition

class ModelInfrastructureConfigTypeDef(TypedDict):
    InfrastructureType: ModelInfrastructureTypeType,  # (1)
    RealTimeInferenceConfig: RealTimeInferenceConfigTypeDef,  # (2)
  1. See ModelInfrastructureTypeType
  2. See RealTimeInferenceConfigTypeDef

RecommendationJobStoppingConditionsOutputTypeDef#

# RecommendationJobStoppingConditionsOutputTypeDef definition

class RecommendationJobStoppingConditionsOutputTypeDef(TypedDict):
    MaxInvocations: NotRequired[int],
    ModelLatencyThresholds: NotRequired[list[ModelLatencyThresholdTypeDef]],  # (1)
    FlatInvocations: NotRequired[FlatInvocationsType],  # (2)
  1. See ModelLatencyThresholdTypeDef
  2. See FlatInvocationsType

RecommendationJobStoppingConditionsTypeDef#

# RecommendationJobStoppingConditionsTypeDef definition

class RecommendationJobStoppingConditionsTypeDef(TypedDict):
    MaxInvocations: NotRequired[int],
    ModelLatencyThresholds: NotRequired[Sequence[ModelLatencyThresholdTypeDef]],  # (1)
    FlatInvocations: NotRequired[FlatInvocationsType],  # (2)
  1. See ModelLatencyThresholdTypeDef
  2. See FlatInvocationsType

ModelMetadataSearchExpressionTypeDef#

# ModelMetadataSearchExpressionTypeDef definition

class ModelMetadataSearchExpressionTypeDef(TypedDict):
    Filters: NotRequired[Sequence[ModelMetadataFilterTypeDef]],  # (1)
  1. See ModelMetadataFilterTypeDef

ModelPackageStatusDetailsTypeDef#

# ModelPackageStatusDetailsTypeDef definition

class ModelPackageStatusDetailsTypeDef(TypedDict):
    ValidationStatuses: list[ModelPackageStatusItemTypeDef],  # (1)
    ImageScanStatuses: NotRequired[list[ModelPackageStatusItemTypeDef]],  # (1)
  1. See ModelPackageStatusItemTypeDef
  2. See ModelPackageStatusItemTypeDef

OptimizationConfigOutputTypeDef#

# OptimizationConfigOutputTypeDef definition

class OptimizationConfigOutputTypeDef(TypedDict):
    ModelQuantizationConfig: NotRequired[ModelQuantizationConfigOutputTypeDef],  # (1)
    ModelCompilationConfig: NotRequired[ModelCompilationConfigOutputTypeDef],  # (2)
    ModelShardingConfig: NotRequired[ModelShardingConfigOutputTypeDef],  # (3)
  1. See ModelQuantizationConfigOutputTypeDef
  2. See ModelCompilationConfigOutputTypeDef
  3. See ModelShardingConfigOutputTypeDef

MonitoringResourcesTypeDef#

# MonitoringResourcesTypeDef definition

class MonitoringResourcesTypeDef(TypedDict):
    ClusterConfig: MonitoringClusterConfigTypeDef,  # (1)
  1. See MonitoringClusterConfigTypeDef

MonitoringDatasetFormatOutputTypeDef#

# MonitoringDatasetFormatOutputTypeDef definition

class MonitoringDatasetFormatOutputTypeDef(TypedDict):
    Csv: NotRequired[MonitoringCsvDatasetFormatTypeDef],  # (1)
    Json: NotRequired[MonitoringJsonDatasetFormatTypeDef],  # (2)
    Parquet: NotRequired[dict[str, Any]],
  1. See MonitoringCsvDatasetFormatTypeDef
  2. See MonitoringJsonDatasetFormatTypeDef

MonitoringDatasetFormatTypeDef#

# MonitoringDatasetFormatTypeDef definition

class MonitoringDatasetFormatTypeDef(TypedDict):
    Csv: NotRequired[MonitoringCsvDatasetFormatTypeDef],  # (1)
    Json: NotRequired[MonitoringJsonDatasetFormatTypeDef],  # (2)
    Parquet: NotRequired[Mapping[str, Any]],
  1. See MonitoringCsvDatasetFormatTypeDef
  2. See MonitoringJsonDatasetFormatTypeDef

MonitoringOutputTypeDef#

# MonitoringOutputTypeDef definition

class MonitoringOutputTypeDef(TypedDict):
    S3Output: MonitoringS3OutputTypeDef,  # (1)
  1. See MonitoringS3OutputTypeDef

OfflineStoreConfigTypeDef#

# OfflineStoreConfigTypeDef definition

class OfflineStoreConfigTypeDef(TypedDict):
    S3StorageConfig: S3StorageConfigTypeDef,  # (1)
    DisableGlueTableCreation: NotRequired[bool],
    DataCatalogConfig: NotRequired[DataCatalogConfigTypeDef],  # (2)
    TableFormat: NotRequired[TableFormatType],  # (3)
  1. See S3StorageConfigTypeDef
  2. See DataCatalogConfigTypeDef
  3. See TableFormatType

OnlineStoreConfigTypeDef#

# OnlineStoreConfigTypeDef definition

class OnlineStoreConfigTypeDef(TypedDict):
    SecurityConfig: NotRequired[OnlineStoreSecurityConfigTypeDef],  # (1)
    EnableOnlineStore: NotRequired[bool],
    TtlDuration: NotRequired[TtlDurationTypeDef],  # (2)
    StorageType: NotRequired[StorageTypeType],  # (3)
  1. See OnlineStoreSecurityConfigTypeDef
  2. See TtlDurationTypeDef
  3. See StorageTypeType

OnlineStoreConfigUpdateTypeDef#

# OnlineStoreConfigUpdateTypeDef definition

class OnlineStoreConfigUpdateTypeDef(TypedDict):
    TtlDuration: NotRequired[TtlDurationTypeDef],  # (1)
  1. See TtlDurationTypeDef

OptimizationJobModelSourceS3TypeDef#

# OptimizationJobModelSourceS3TypeDef definition

class OptimizationJobModelSourceS3TypeDef(TypedDict):
    S3Uri: NotRequired[str],
    ModelAccessConfig: NotRequired[OptimizationModelAccessConfigTypeDef],  # (1)
  1. See OptimizationModelAccessConfigTypeDef

OutputConfigTypeDef#

# OutputConfigTypeDef definition

class OutputConfigTypeDef(TypedDict):
    S3OutputLocation: str,
    TargetDevice: NotRequired[TargetDeviceType],  # (1)
    TargetPlatform: NotRequired[TargetPlatformTypeDef],  # (2)
    CompilerOptions: NotRequired[str],
    KmsKeyId: NotRequired[str],
  1. See TargetDeviceType
  2. See TargetPlatformTypeDef

PendingProductionVariantSummaryTypeDef#

# PendingProductionVariantSummaryTypeDef definition

class PendingProductionVariantSummaryTypeDef(TypedDict):
    VariantName: str,
    DeployedImages: NotRequired[list[DeployedImageTypeDef]],  # (1)
    CurrentWeight: NotRequired[float],
    DesiredWeight: NotRequired[float],
    CurrentInstanceCount: NotRequired[int],
    DesiredInstanceCount: NotRequired[int],
    InstanceType: NotRequired[ProductionVariantInstanceTypeType],  # (2)
    AcceleratorType: NotRequired[ProductionVariantAcceleratorTypeType],  # (3)
    VariantStatus: NotRequired[list[ProductionVariantStatusTypeDef]],  # (4)
    CurrentServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef],  # (5)
    DesiredServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef],  # (5)
    ManagedInstanceScaling: NotRequired[ProductionVariantManagedInstanceScalingTypeDef],  # (7)
    RoutingConfig: NotRequired[ProductionVariantRoutingConfigTypeDef],  # (8)
  1. See DeployedImageTypeDef
  2. See ProductionVariantInstanceTypeType
  3. See ProductionVariantAcceleratorTypeType
  4. See ProductionVariantStatusTypeDef
  5. See ProductionVariantServerlessConfigTypeDef
  6. See ProductionVariantServerlessConfigTypeDef
  7. See ProductionVariantManagedInstanceScalingTypeDef
  8. See ProductionVariantRoutingConfigTypeDef

ProductionVariantSummaryTypeDef#

# ProductionVariantSummaryTypeDef definition

class ProductionVariantSummaryTypeDef(TypedDict):
    VariantName: str,
    DeployedImages: NotRequired[list[DeployedImageTypeDef]],  # (1)
    CurrentWeight: NotRequired[float],
    DesiredWeight: NotRequired[float],
    CurrentInstanceCount: NotRequired[int],
    DesiredInstanceCount: NotRequired[int],
    VariantStatus: NotRequired[list[ProductionVariantStatusTypeDef]],  # (2)
    CurrentServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef],  # (3)
    DesiredServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef],  # (3)
    ManagedInstanceScaling: NotRequired[ProductionVariantManagedInstanceScalingTypeDef],  # (5)
    RoutingConfig: NotRequired[ProductionVariantRoutingConfigTypeDef],  # (6)
  1. See DeployedImageTypeDef
  2. See ProductionVariantStatusTypeDef
  3. See ProductionVariantServerlessConfigTypeDef
  4. See ProductionVariantServerlessConfigTypeDef
  5. See ProductionVariantManagedInstanceScalingTypeDef
  6. See ProductionVariantRoutingConfigTypeDef

SchedulerConfigOutputTypeDef#

# SchedulerConfigOutputTypeDef definition

class SchedulerConfigOutputTypeDef(TypedDict):
    PriorityClasses: NotRequired[list[PriorityClassTypeDef]],  # (1)
    FairShare: NotRequired[FairShareType],  # (2)
  1. See PriorityClassTypeDef
  2. See FairShareType

SchedulerConfigTypeDef#

# SchedulerConfigTypeDef definition

class SchedulerConfigTypeDef(TypedDict):
    PriorityClasses: NotRequired[Sequence[PriorityClassTypeDef]],  # (1)
    FairShare: NotRequired[FairShareType],  # (2)
  1. See PriorityClassTypeDef
  2. See FairShareType

ProcessingResourcesTypeDef#

# ProcessingResourcesTypeDef definition

class ProcessingResourcesTypeDef(TypedDict):
    ClusterConfig: ProcessingClusterConfigTypeDef,  # (1)
  1. See ProcessingClusterConfigTypeDef

ProcessingOutputTypeDef#

# ProcessingOutputTypeDef definition

class ProcessingOutputTypeDef(TypedDict):
    OutputName: str,
    S3Output: NotRequired[ProcessingS3OutputTypeDef],  # (1)
    FeatureStoreOutput: NotRequired[ProcessingFeatureStoreOutputTypeDef],  # (2)
    AppManaged: NotRequired[bool],
  1. See ProcessingS3OutputTypeDef
  2. See ProcessingFeatureStoreOutputTypeDef

ProductionVariantTypeDef#

# ProductionVariantTypeDef definition

class ProductionVariantTypeDef(TypedDict):
    VariantName: str,
    ModelName: NotRequired[str],
    InitialInstanceCount: NotRequired[int],
    InstanceType: NotRequired[ProductionVariantInstanceTypeType],  # (1)
    InitialVariantWeight: NotRequired[float],
    AcceleratorType: NotRequired[ProductionVariantAcceleratorTypeType],  # (2)
    CoreDumpConfig: NotRequired[ProductionVariantCoreDumpConfigTypeDef],  # (3)
    ServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef],  # (4)
    VolumeSizeInGB: NotRequired[int],
    ModelDataDownloadTimeoutInSeconds: NotRequired[int],
    ContainerStartupHealthCheckTimeoutInSeconds: NotRequired[int],
    EnableSSMAccess: NotRequired[bool],
    ManagedInstanceScaling: NotRequired[ProductionVariantManagedInstanceScalingTypeDef],  # (5)
    RoutingConfig: NotRequired[ProductionVariantRoutingConfigTypeDef],  # (6)
    InferenceAmiVersion: NotRequired[ProductionVariantInferenceAmiVersionType],  # (7)
  1. See ProductionVariantInstanceTypeType
  2. See ProductionVariantAcceleratorTypeType
  3. See ProductionVariantCoreDumpConfigTypeDef
  4. See ProductionVariantServerlessConfigTypeDef
  5. See ProductionVariantManagedInstanceScalingTypeDef
  6. See ProductionVariantRoutingConfigTypeDef
  7. See ProductionVariantInferenceAmiVersionType

SuggestionQueryTypeDef#

# SuggestionQueryTypeDef definition

class SuggestionQueryTypeDef(TypedDict):
    PropertyNameQuery: NotRequired[PropertyNameQueryTypeDef],  # (1)
  1. See PropertyNameQueryTypeDef

ServiceCatalogProvisioningDetailsOutputTypeDef#

# ServiceCatalogProvisioningDetailsOutputTypeDef definition

class ServiceCatalogProvisioningDetailsOutputTypeDef(TypedDict):
    ProductId: str,
    ProvisioningArtifactId: NotRequired[str],
    PathId: NotRequired[str],
    ProvisioningParameters: NotRequired[list[ProvisioningParameterTypeDef]],  # (1)
  1. See ProvisioningParameterTypeDef

ServiceCatalogProvisioningDetailsTypeDef#

# ServiceCatalogProvisioningDetailsTypeDef definition

class ServiceCatalogProvisioningDetailsTypeDef(TypedDict):
    ProductId: str,
    ProvisioningArtifactId: NotRequired[str],
    PathId: NotRequired[str],
    ProvisioningParameters: NotRequired[Sequence[ProvisioningParameterTypeDef]],  # (1)
  1. See ProvisioningParameterTypeDef

ServiceCatalogProvisioningUpdateDetailsTypeDef#

# ServiceCatalogProvisioningUpdateDetailsTypeDef definition

class ServiceCatalogProvisioningUpdateDetailsTypeDef(TypedDict):
    ProvisioningArtifactId: NotRequired[str],
    ProvisioningParameters: NotRequired[Sequence[ProvisioningParameterTypeDef]],  # (1)
  1. See ProvisioningParameterTypeDef

PublicWorkforceTaskPriceTypeDef#

# PublicWorkforceTaskPriceTypeDef definition

class PublicWorkforceTaskPriceTypeDef(TypedDict):
    AmountInUsd: NotRequired[USDTypeDef],  # (1)
  1. See USDTypeDef

QueryLineageResponseTypeDef#

# QueryLineageResponseTypeDef definition

class QueryLineageResponseTypeDef(TypedDict):
    Vertices: list[VertexTypeDef],  # (1)
    Edges: list[EdgeTypeDef],  # (2)
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)
    NextToken: NotRequired[str],
  1. See VertexTypeDef
  2. See EdgeTypeDef
  3. See ResponseMetadataTypeDef

RecommendationJobOutputConfigTypeDef#

# RecommendationJobOutputConfigTypeDef definition

class RecommendationJobOutputConfigTypeDef(TypedDict):
    KmsKeyId: NotRequired[str],
    CompiledOutputConfig: NotRequired[RecommendationJobCompiledOutputConfigTypeDef],  # (1)
  1. See RecommendationJobCompiledOutputConfigTypeDef

RecommendationJobContainerConfigOutputTypeDef#

# RecommendationJobContainerConfigOutputTypeDef definition

class RecommendationJobContainerConfigOutputTypeDef(TypedDict):
    Domain: NotRequired[str],
    Task: NotRequired[str],
    Framework: NotRequired[str],
    FrameworkVersion: NotRequired[str],
    PayloadConfig: NotRequired[RecommendationJobPayloadConfigOutputTypeDef],  # (1)
    NearestModelName: NotRequired[str],
    SupportedInstanceTypes: NotRequired[list[str]],
    SupportedEndpointType: NotRequired[RecommendationJobSupportedEndpointTypeType],  # (2)
    DataInputConfig: NotRequired[str],
    SupportedResponseMIMETypes: NotRequired[list[str]],
  1. See RecommendationJobPayloadConfigOutputTypeDef
  2. See RecommendationJobSupportedEndpointTypeType

RenderUiTemplateRequestRequestTypeDef#

# RenderUiTemplateRequestRequestTypeDef definition

class RenderUiTemplateRequestRequestTypeDef(TypedDict):
    Task: RenderableTaskTypeDef,  # (1)
    RoleArn: str,
    UiTemplate: NotRequired[UiTemplateTypeDef],  # (2)
    HumanTaskUiArn: NotRequired[str],
  1. See RenderableTaskTypeDef
  2. See UiTemplateTypeDef

RenderUiTemplateResponseTypeDef#

# RenderUiTemplateResponseTypeDef definition

class RenderUiTemplateResponseTypeDef(TypedDict):
    RenderedContent: str,
    Errors: list[RenderingErrorTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See RenderingErrorTypeDef
  2. See ResponseMetadataTypeDef

TrainingPlanOfferingTypeDef#

# TrainingPlanOfferingTypeDef definition

class TrainingPlanOfferingTypeDef(TypedDict):
    TrainingPlanOfferingId: str,
    TargetResources: list[SageMakerResourceNameType],  # (1)
    RequestedStartTimeAfter: NotRequired[datetime],
    RequestedEndTimeBefore: NotRequired[datetime],
    DurationHours: NotRequired[int],
    DurationMinutes: NotRequired[int],
    UpfrontFee: NotRequired[str],
    CurrencyCode: NotRequired[str],
    ReservedCapacityOfferings: NotRequired[list[ReservedCapacityOfferingTypeDef]],  # (2)
  1. See SageMakerResourceNameType
  2. See ReservedCapacityOfferingTypeDef

UpdateTrainingJobRequestRequestTypeDef#

# UpdateTrainingJobRequestRequestTypeDef definition

class UpdateTrainingJobRequestRequestTypeDef(TypedDict):
    TrainingJobName: str,
    ProfilerConfig: NotRequired[ProfilerConfigForUpdateTypeDef],  # (1)
    ProfilerRuleConfigurations: NotRequired[Sequence[ProfilerRuleConfigurationTypeDef]],  # (2)
    ResourceConfig: NotRequired[ResourceConfigForUpdateTypeDef],  # (3)
    RemoteDebugConfig: NotRequired[RemoteDebugConfigForUpdateTypeDef],  # (4)
  1. See ProfilerConfigForUpdateTypeDef
  2. See ProfilerRuleConfigurationTypeDef
  3. See ResourceConfigForUpdateTypeDef
  4. See RemoteDebugConfigForUpdateTypeDef

SelectiveExecutionConfigOutputTypeDef#

# SelectiveExecutionConfigOutputTypeDef definition

class SelectiveExecutionConfigOutputTypeDef(TypedDict):
    SelectedSteps: list[SelectedStepTypeDef],  # (1)
    SourcePipelineExecutionArn: NotRequired[str],
  1. See SelectedStepTypeDef

SelectiveExecutionConfigTypeDef#

# SelectiveExecutionConfigTypeDef definition

class SelectiveExecutionConfigTypeDef(TypedDict):
    SelectedSteps: Sequence[SelectedStepTypeDef],  # (1)
    SourcePipelineExecutionArn: NotRequired[str],
  1. See SelectedStepTypeDef

ShadowModeConfigOutputTypeDef#

# ShadowModeConfigOutputTypeDef definition

class ShadowModeConfigOutputTypeDef(TypedDict):
    SourceModelVariantName: str,
    ShadowModelVariants: list[ShadowModelVariantConfigTypeDef],  # (1)
  1. See ShadowModelVariantConfigTypeDef

ShadowModeConfigTypeDef#

# ShadowModeConfigTypeDef definition

class ShadowModeConfigTypeDef(TypedDict):
    SourceModelVariantName: str,
    ShadowModelVariants: Sequence[ShadowModelVariantConfigTypeDef],  # (1)
  1. See ShadowModelVariantConfigTypeDef

SpaceAppLifecycleManagementTypeDef#

# SpaceAppLifecycleManagementTypeDef definition

class SpaceAppLifecycleManagementTypeDef(TypedDict):
    IdleSettings: NotRequired[SpaceIdleSettingsTypeDef],  # (1)
  1. See SpaceIdleSettingsTypeDef

TrafficPatternOutputTypeDef#

# TrafficPatternOutputTypeDef definition

class TrafficPatternOutputTypeDef(TypedDict):
    TrafficType: NotRequired[TrafficTypeType],  # (1)
    Phases: NotRequired[list[PhaseTypeDef]],  # (2)
    Stairs: NotRequired[StairsTypeDef],  # (3)
  1. See TrafficTypeType
  2. See PhaseTypeDef
  3. See StairsTypeDef

TrafficPatternTypeDef#

# TrafficPatternTypeDef definition

class TrafficPatternTypeDef(TypedDict):
    TrafficType: NotRequired[TrafficTypeType],  # (1)
    Phases: NotRequired[Sequence[PhaseTypeDef]],  # (2)
    Stairs: NotRequired[StairsTypeDef],  # (3)
  1. See TrafficTypeType
  2. See PhaseTypeDef
  3. See StairsTypeDef

TrainingImageConfigTypeDef#

# TrainingImageConfigTypeDef definition

class TrainingImageConfigTypeDef(TypedDict):
    TrainingRepositoryAccessMode: TrainingRepositoryAccessModeType,  # (1)
    TrainingRepositoryAuthConfig: NotRequired[TrainingRepositoryAuthConfigTypeDef],  # (2)
  1. See TrainingRepositoryAccessModeType
  2. See TrainingRepositoryAuthConfigTypeDef

TransformDataSourceTypeDef#

# TransformDataSourceTypeDef definition

class TransformDataSourceTypeDef(TypedDict):
    S3DataSource: TransformS3DataSourceTypeDef,  # (1)
  1. See TransformS3DataSourceTypeDef

WorkforceTypeDef#

# WorkforceTypeDef definition

class WorkforceTypeDef(TypedDict):
    WorkforceName: str,
    WorkforceArn: str,
    LastUpdatedDate: NotRequired[datetime],
    SourceIpConfig: NotRequired[SourceIpConfigOutputTypeDef],  # (1)
    SubDomain: NotRequired[str],
    CognitoConfig: NotRequired[CognitoConfigTypeDef],  # (2)
    OidcConfig: NotRequired[OidcConfigForResponseTypeDef],  # (3)
    CreateDate: NotRequired[datetime],
    WorkforceVpcConfig: NotRequired[WorkforceVpcConfigResponseTypeDef],  # (4)
    Status: NotRequired[WorkforceStatusType],  # (5)
    FailureReason: NotRequired[str],
  1. See SourceIpConfigOutputTypeDef
  2. See CognitoConfigTypeDef
  3. See OidcConfigForResponseTypeDef
  4. See WorkforceVpcConfigResponseTypeDef
  5. See WorkforceStatusType

ListActionsResponseTypeDef#

# ListActionsResponseTypeDef definition

class ListActionsResponseTypeDef(TypedDict):
    ActionSummaries: list[ActionSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See ActionSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListAppsResponseTypeDef#

# ListAppsResponseTypeDef definition

class ListAppsResponseTypeDef(TypedDict):
    Apps: list[AppDetailsTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See AppDetailsTypeDef
  2. See ResponseMetadataTypeDef

DomainSettingsOutputTypeDef#

# DomainSettingsOutputTypeDef definition

class DomainSettingsOutputTypeDef(TypedDict):
    SecurityGroupIds: NotRequired[list[str]],
    RStudioServerProDomainSettings: NotRequired[RStudioServerProDomainSettingsTypeDef],  # (1)
    ExecutionRoleIdentityConfig: NotRequired[ExecutionRoleIdentityConfigType],  # (2)
    DockerSettings: NotRequired[DockerSettingsOutputTypeDef],  # (3)
    AmazonQSettings: NotRequired[AmazonQSettingsTypeDef],  # (4)
  1. See RStudioServerProDomainSettingsTypeDef
  2. See ExecutionRoleIdentityConfigType
  3. See DockerSettingsOutputTypeDef
  4. See AmazonQSettingsTypeDef

CodeEditorAppSettingsOutputTypeDef#

# CodeEditorAppSettingsOutputTypeDef definition

class CodeEditorAppSettingsOutputTypeDef(TypedDict):
    DefaultResourceSpec: NotRequired[ResourceSpecTypeDef],  # (1)
    CustomImages: NotRequired[list[CustomImageTypeDef]],  # (2)
    LifecycleConfigArns: NotRequired[list[str]],
    AppLifecycleManagement: NotRequired[AppLifecycleManagementTypeDef],  # (3)
    BuiltInLifecycleConfigArn: NotRequired[str],
  1. See ResourceSpecTypeDef
  2. See CustomImageTypeDef
  3. See AppLifecycleManagementTypeDef

CodeEditorAppSettingsTypeDef#

# CodeEditorAppSettingsTypeDef definition

class CodeEditorAppSettingsTypeDef(TypedDict):
    DefaultResourceSpec: NotRequired[ResourceSpecTypeDef],  # (1)
    CustomImages: NotRequired[Sequence[CustomImageTypeDef]],  # (2)
    LifecycleConfigArns: NotRequired[Sequence[str]],
    AppLifecycleManagement: NotRequired[AppLifecycleManagementTypeDef],  # (3)
    BuiltInLifecycleConfigArn: NotRequired[str],
  1. See ResourceSpecTypeDef
  2. See CustomImageTypeDef
  3. See AppLifecycleManagementTypeDef

JupyterLabAppSettingsOutputTypeDef#

# JupyterLabAppSettingsOutputTypeDef definition

class JupyterLabAppSettingsOutputTypeDef(TypedDict):
    DefaultResourceSpec: NotRequired[ResourceSpecTypeDef],  # (1)
    CustomImages: NotRequired[list[CustomImageTypeDef]],  # (2)
    LifecycleConfigArns: NotRequired[list[str]],
    CodeRepositories: NotRequired[list[CodeRepositoryTypeDef]],  # (3)
    AppLifecycleManagement: NotRequired[AppLifecycleManagementTypeDef],  # (4)
    EmrSettings: NotRequired[EmrSettingsOutputTypeDef],  # (5)
    BuiltInLifecycleConfigArn: NotRequired[str],
  1. See ResourceSpecTypeDef
  2. See CustomImageTypeDef
  3. See CodeRepositoryTypeDef
  4. See AppLifecycleManagementTypeDef
  5. See EmrSettingsOutputTypeDef

ArtifactSummaryTypeDef#

# ArtifactSummaryTypeDef definition

class ArtifactSummaryTypeDef(TypedDict):
    ArtifactArn: NotRequired[str],
    ArtifactName: NotRequired[str],
    Source: NotRequired[ArtifactSourceOutputTypeDef],  # (1)
    ArtifactType: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
  1. See ArtifactSourceOutputTypeDef

CreateArtifactRequestRequestTypeDef#

# CreateArtifactRequestRequestTypeDef definition

class CreateArtifactRequestRequestTypeDef(TypedDict):
    Source: ArtifactSourceTypeDef,  # (1)
    ArtifactType: str,
    ArtifactName: NotRequired[str],
    Properties: NotRequired[Mapping[str, str]],
    MetadataProperties: NotRequired[MetadataPropertiesTypeDef],  # (2)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (3)
  1. See ArtifactSourceTypeDef
  2. See MetadataPropertiesTypeDef
  3. See TagTypeDef

DeleteArtifactRequestRequestTypeDef#

# DeleteArtifactRequestRequestTypeDef definition

class DeleteArtifactRequestRequestTypeDef(TypedDict):
    ArtifactArn: NotRequired[str],
    Source: NotRequired[ArtifactSourceTypeDef],  # (1)
  1. See ArtifactSourceTypeDef

AsyncInferenceConfigOutputTypeDef#

# AsyncInferenceConfigOutputTypeDef definition

class AsyncInferenceConfigOutputTypeDef(TypedDict):
    OutputConfig: AsyncInferenceOutputConfigOutputTypeDef,  # (2)
    ClientConfig: NotRequired[AsyncInferenceClientConfigTypeDef],  # (1)
  1. See AsyncInferenceClientConfigTypeDef
  2. See AsyncInferenceOutputConfigOutputTypeDef

AsyncInferenceOutputConfigTypeDef#

# AsyncInferenceOutputConfigTypeDef definition

class AsyncInferenceOutputConfigTypeDef(TypedDict):
    KmsKeyId: NotRequired[str],
    S3OutputPath: NotRequired[str],
    NotificationConfig: NotRequired[AsyncInferenceNotificationConfigUnionTypeDef],  # (1)
    S3FailurePath: NotRequired[str],
  1. See AsyncInferenceNotificationConfigTypeDef AsyncInferenceNotificationConfigOutputTypeDef

TabularJobConfigOutputTypeDef#

# TabularJobConfigOutputTypeDef definition

class TabularJobConfigOutputTypeDef(TypedDict):
    TargetAttributeName: str,
    CandidateGenerationConfig: NotRequired[CandidateGenerationConfigOutputTypeDef],  # (1)
    CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef],  # (2)
    FeatureSpecificationS3Uri: NotRequired[str],
    Mode: NotRequired[AutoMLModeType],  # (3)
    GenerateCandidateDefinitionsOnly: NotRequired[bool],
    ProblemType: NotRequired[ProblemTypeType],  # (4)
    SampleWeightAttributeName: NotRequired[str],
  1. See CandidateGenerationConfigOutputTypeDef
  2. See AutoMLJobCompletionCriteriaTypeDef
  3. See AutoMLModeType
  4. See ProblemTypeType

TimeSeriesForecastingJobConfigOutputTypeDef#

# TimeSeriesForecastingJobConfigOutputTypeDef definition

class TimeSeriesForecastingJobConfigOutputTypeDef(TypedDict):
    ForecastFrequency: str,
    ForecastHorizon: int,
    TimeSeriesConfig: TimeSeriesConfigOutputTypeDef,  # (3)
    FeatureSpecificationS3Uri: NotRequired[str],
    CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef],  # (1)
    ForecastQuantiles: NotRequired[list[str]],
    Transformations: NotRequired[TimeSeriesTransformationsOutputTypeDef],  # (2)
    HolidayConfig: NotRequired[list[HolidayConfigAttributesTypeDef]],  # (4)
    CandidateGenerationConfig: NotRequired[CandidateGenerationConfigOutputTypeDef],  # (5)
  1. See AutoMLJobCompletionCriteriaTypeDef
  2. See TimeSeriesTransformationsOutputTypeDef
  3. See TimeSeriesConfigOutputTypeDef
  4. See HolidayConfigAttributesTypeDef
  5. See CandidateGenerationConfigOutputTypeDef

AutoMLCandidateGenerationConfigTypeDef#

# AutoMLCandidateGenerationConfigTypeDef definition

class AutoMLCandidateGenerationConfigTypeDef(TypedDict):
    FeatureSpecificationS3Uri: NotRequired[str],
    AlgorithmsConfig: NotRequired[Sequence[AutoMLAlgorithmConfigUnionTypeDef]],  # (1)
  1. See AutoMLAlgorithmConfigTypeDef AutoMLAlgorithmConfigOutputTypeDef

CandidateGenerationConfigTypeDef#

# CandidateGenerationConfigTypeDef definition

class CandidateGenerationConfigTypeDef(TypedDict):
    AlgorithmsConfig: NotRequired[Sequence[AutoMLAlgorithmConfigUnionTypeDef]],  # (1)
  1. See AutoMLAlgorithmConfigTypeDef AutoMLAlgorithmConfigOutputTypeDef

AutoMLChannelTypeDef#

# AutoMLChannelTypeDef definition

class AutoMLChannelTypeDef(TypedDict):
    TargetAttributeName: str,
    DataSource: NotRequired[AutoMLDataSourceTypeDef],  # (1)
    CompressionType: NotRequired[CompressionTypeType],  # (2)
    ContentType: NotRequired[str],
    ChannelType: NotRequired[AutoMLChannelTypeType],  # (3)
    SampleWeightAttributeName: NotRequired[str],
  1. See AutoMLDataSourceTypeDef
  2. See CompressionTypeType
  3. See AutoMLChannelTypeType

AutoMLJobChannelTypeDef#

# AutoMLJobChannelTypeDef definition

class AutoMLJobChannelTypeDef(TypedDict):
    ChannelType: NotRequired[AutoMLChannelTypeType],  # (1)
    ContentType: NotRequired[str],
    CompressionType: NotRequired[CompressionTypeType],  # (2)
    DataSource: NotRequired[AutoMLDataSourceTypeDef],  # (3)
  1. See AutoMLChannelTypeType
  2. See CompressionTypeType
  3. See AutoMLDataSourceTypeDef

ListAutoMLJobsResponseTypeDef#

# ListAutoMLJobsResponseTypeDef definition

class ListAutoMLJobsResponseTypeDef(TypedDict):
    AutoMLJobSummaries: list[AutoMLJobSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See AutoMLJobSummaryTypeDef
  2. See ResponseMetadataTypeDef

AutoMLResolvedAttributesTypeDef#

# AutoMLResolvedAttributesTypeDef definition

class AutoMLResolvedAttributesTypeDef(TypedDict):
    AutoMLJobObjective: NotRequired[AutoMLJobObjectiveTypeDef],  # (1)
    CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef],  # (2)
    AutoMLProblemTypeResolvedAttributes: NotRequired[AutoMLProblemTypeResolvedAttributesTypeDef],  # (3)
  1. See AutoMLJobObjectiveTypeDef
  2. See AutoMLJobCompletionCriteriaTypeDef
  3. See AutoMLProblemTypeResolvedAttributesTypeDef

AutoMLJobConfigOutputTypeDef#

# AutoMLJobConfigOutputTypeDef definition

class AutoMLJobConfigOutputTypeDef(TypedDict):
    CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef],  # (1)
    SecurityConfig: NotRequired[AutoMLSecurityConfigOutputTypeDef],  # (2)
    CandidateGenerationConfig: NotRequired[AutoMLCandidateGenerationConfigOutputTypeDef],  # (3)
    DataSplitConfig: NotRequired[AutoMLDataSplitConfigTypeDef],  # (4)
    Mode: NotRequired[AutoMLModeType],  # (5)
  1. See AutoMLJobCompletionCriteriaTypeDef
  2. See AutoMLSecurityConfigOutputTypeDef
  3. See AutoMLCandidateGenerationConfigOutputTypeDef
  4. See AutoMLDataSplitConfigTypeDef
  5. See AutoMLModeType

LabelingJobAlgorithmsConfigOutputTypeDef#

# LabelingJobAlgorithmsConfigOutputTypeDef definition

class LabelingJobAlgorithmsConfigOutputTypeDef(TypedDict):
    LabelingJobAlgorithmSpecificationArn: str,
    InitialActiveLearningModelArn: NotRequired[str],
    LabelingJobResourceConfig: NotRequired[LabelingJobResourceConfigOutputTypeDef],  # (1)
  1. See LabelingJobResourceConfigOutputTypeDef

ModelMetricsTypeDef#

# ModelMetricsTypeDef definition

class ModelMetricsTypeDef(TypedDict):
    ModelQuality: NotRequired[ModelQualityTypeDef],  # (1)
    ModelDataQuality: NotRequired[ModelDataQualityTypeDef],  # (2)
    Bias: NotRequired[BiasTypeDef],  # (3)
    Explainability: NotRequired[ExplainabilityTypeDef],  # (4)
  1. See ModelQualityTypeDef
  2. See ModelDataQualityTypeDef
  3. See BiasTypeDef
  4. See ExplainabilityTypeDef

PipelineExecutionStepMetadataTypeDef#

# PipelineExecutionStepMetadataTypeDef definition

class PipelineExecutionStepMetadataTypeDef(TypedDict):
    TrainingJob: NotRequired[TrainingJobStepMetadataTypeDef],  # (1)
    ProcessingJob: NotRequired[ProcessingJobStepMetadataTypeDef],  # (2)
    TransformJob: NotRequired[TransformJobStepMetadataTypeDef],  # (3)
    TuningJob: NotRequired[TuningJobStepMetaDataTypeDef],  # (4)
    Model: NotRequired[ModelStepMetadataTypeDef],  # (5)
    RegisterModel: NotRequired[RegisterModelStepMetadataTypeDef],  # (6)
    Condition: NotRequired[ConditionStepMetadataTypeDef],  # (7)
    Callback: NotRequired[CallbackStepMetadataTypeDef],  # (8)
    Lambda: NotRequired[LambdaStepMetadataTypeDef],  # (9)
    EMR: NotRequired[EMRStepMetadataTypeDef],  # (10)
    QualityCheck: NotRequired[QualityCheckStepMetadataTypeDef],  # (11)
    ClarifyCheck: NotRequired[ClarifyCheckStepMetadataTypeDef],  # (12)
    Fail: NotRequired[FailStepMetadataTypeDef],  # (13)
    AutoMLJob: NotRequired[AutoMLJobStepMetadataTypeDef],  # (14)
    Endpoint: NotRequired[EndpointStepMetadataTypeDef],  # (15)
    EndpointConfig: NotRequired[EndpointConfigStepMetadataTypeDef],  # (16)
  1. See TrainingJobStepMetadataTypeDef
  2. See ProcessingJobStepMetadataTypeDef
  3. See TransformJobStepMetadataTypeDef
  4. See TuningJobStepMetaDataTypeDef
  5. See ModelStepMetadataTypeDef
  6. See RegisterModelStepMetadataTypeDef
  7. See ConditionStepMetadataTypeDef
  8. See CallbackStepMetadataTypeDef
  9. See LambdaStepMetadataTypeDef
  10. See EMRStepMetadataTypeDef
  11. See QualityCheckStepMetadataTypeDef
  12. See ClarifyCheckStepMetadataTypeDef
  13. See FailStepMetadataTypeDef
  14. See AutoMLJobStepMetadataTypeDef
  15. See EndpointStepMetadataTypeDef
  16. See EndpointConfigStepMetadataTypeDef

AutoMLCandidateTypeDef#

# AutoMLCandidateTypeDef definition

class AutoMLCandidateTypeDef(TypedDict):
    CandidateName: str,
    ObjectiveStatus: ObjectiveStatusType,  # (2)
    CandidateSteps: list[AutoMLCandidateStepTypeDef],  # (3)
    CandidateStatus: CandidateStatusType,  # (4)
    CreationTime: datetime,
    LastModifiedTime: datetime,
    FinalAutoMLJobObjectiveMetric: NotRequired[FinalAutoMLJobObjectiveMetricTypeDef],  # (1)
    InferenceContainers: NotRequired[list[AutoMLContainerDefinitionTypeDef]],  # (5)
    EndTime: NotRequired[datetime],
    FailureReason: NotRequired[str],
    CandidateProperties: NotRequired[CandidatePropertiesTypeDef],  # (6)
    InferenceContainerDefinitions: NotRequired[dict[AutoMLProcessingUnitType, list[AutoMLContainerDefinitionTypeDef]]],  # (7)
  1. See FinalAutoMLJobObjectiveMetricTypeDef
  2. See ObjectiveStatusType
  3. See AutoMLCandidateStepTypeDef
  4. See CandidateStatusType
  5. See AutoMLContainerDefinitionTypeDef
  6. See CandidatePropertiesTypeDef
  7. See AutoMLProcessingUnitType AutoMLContainerDefinitionTypeDef

BlueGreenUpdatePolicyTypeDef#

# BlueGreenUpdatePolicyTypeDef definition

class BlueGreenUpdatePolicyTypeDef(TypedDict):
    TrafficRoutingConfiguration: TrafficRoutingConfigTypeDef,  # (1)
    TerminationWaitInSeconds: NotRequired[int],
    MaximumExecutionTimeoutInSeconds: NotRequired[int],
  1. See TrafficRoutingConfigTypeDef

DataCaptureConfigTypeDef#

# DataCaptureConfigTypeDef definition

class DataCaptureConfigTypeDef(TypedDict):
    InitialSamplingPercentage: int,
    DestinationS3Uri: str,
    CaptureOptions: Sequence[CaptureOptionTypeDef],  # (1)
    EnableCapture: NotRequired[bool],
    KmsKeyId: NotRequired[str],
    CaptureContentTypeHeader: NotRequired[CaptureContentTypeHeaderUnionTypeDef],  # (2)
  1. See CaptureOptionTypeDef
  2. See CaptureContentTypeHeaderTypeDef CaptureContentTypeHeaderOutputTypeDef

InferenceExperimentDataStorageConfigTypeDef#

# InferenceExperimentDataStorageConfigTypeDef definition

class InferenceExperimentDataStorageConfigTypeDef(TypedDict):
    Destination: str,
    KmsKey: NotRequired[str],
    ContentType: NotRequired[CaptureContentTypeHeaderUnionTypeDef],  # (1)
  1. See CaptureContentTypeHeaderTypeDef CaptureContentTypeHeaderOutputTypeDef

EndpointInputConfigurationOutputTypeDef#

# EndpointInputConfigurationOutputTypeDef definition

class EndpointInputConfigurationOutputTypeDef(TypedDict):
    InstanceType: NotRequired[ProductionVariantInstanceTypeType],  # (1)
    ServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef],  # (2)
    InferenceSpecificationName: NotRequired[str],
    EnvironmentParameterRanges: NotRequired[EnvironmentParameterRangesOutputTypeDef],  # (3)
  1. See ProductionVariantInstanceTypeType
  2. See ProductionVariantServerlessConfigTypeDef
  3. See EnvironmentParameterRangesOutputTypeDef

ParameterRangeTypeDef#

# ParameterRangeTypeDef definition

class ParameterRangeTypeDef(TypedDict):
    IntegerParameterRangeSpecification: NotRequired[IntegerParameterRangeSpecificationTypeDef],  # (1)
    ContinuousParameterRangeSpecification: NotRequired[ContinuousParameterRangeSpecificationTypeDef],  # (2)
    CategoricalParameterRangeSpecification: NotRequired[CategoricalParameterRangeSpecificationUnionTypeDef],  # (3)
  1. See IntegerParameterRangeSpecificationTypeDef
  2. See ContinuousParameterRangeSpecificationTypeDef
  3. See CategoricalParameterRangeSpecificationTypeDef CategoricalParameterRangeSpecificationOutputTypeDef

ParameterRangesTypeDef#

# ParameterRangesTypeDef definition

class ParameterRangesTypeDef(TypedDict):
    IntegerParameterRanges: NotRequired[Sequence[IntegerParameterRangeTypeDef]],  # (1)
    ContinuousParameterRanges: NotRequired[Sequence[ContinuousParameterRangeTypeDef]],  # (2)
    CategoricalParameterRanges: NotRequired[Sequence[CategoricalParameterRangeUnionTypeDef]],  # (3)
    AutoParameters: NotRequired[Sequence[AutoParameterTypeDef]],  # (4)
  1. See IntegerParameterRangeTypeDef
  2. See ContinuousParameterRangeTypeDef
  3. See CategoricalParameterRangeTypeDef CategoricalParameterRangeOutputTypeDef
  4. See AutoParameterTypeDef

EnvironmentParameterRangesTypeDef#

# EnvironmentParameterRangesTypeDef definition

class EnvironmentParameterRangesTypeDef(TypedDict):
    CategoricalParameterRanges: NotRequired[Sequence[CategoricalParameterUnionTypeDef]],  # (1)
  1. See CategoricalParameterTypeDef CategoricalParameterOutputTypeDef

ClarifyExplainerConfigOutputTypeDef#

# ClarifyExplainerConfigOutputTypeDef definition

class ClarifyExplainerConfigOutputTypeDef(TypedDict):
    ShapConfig: ClarifyShapConfigTypeDef,  # (2)
    EnableExplanations: NotRequired[str],
    InferenceConfig: NotRequired[ClarifyInferenceConfigOutputTypeDef],  # (1)
  1. See ClarifyInferenceConfigOutputTypeDef
  2. See ClarifyShapConfigTypeDef

ClarifyExplainerConfigTypeDef#

# ClarifyExplainerConfigTypeDef definition

class ClarifyExplainerConfigTypeDef(TypedDict):
    ShapConfig: ClarifyShapConfigTypeDef,  # (2)
    EnableExplanations: NotRequired[str],
    InferenceConfig: NotRequired[ClarifyInferenceConfigUnionTypeDef],  # (1)
  1. See ClarifyInferenceConfigTypeDef ClarifyInferenceConfigOutputTypeDef
  2. See ClarifyShapConfigTypeDef

ClusterInstanceGroupDetailsTypeDef#

# ClusterInstanceGroupDetailsTypeDef definition

class ClusterInstanceGroupDetailsTypeDef(TypedDict):
    CurrentCount: NotRequired[int],
    TargetCount: NotRequired[int],
    InstanceGroupName: NotRequired[str],
    InstanceType: NotRequired[ClusterInstanceTypeType],  # (1)
    LifeCycleConfig: NotRequired[ClusterLifeCycleConfigTypeDef],  # (2)
    ExecutionRole: NotRequired[str],
    ThreadsPerCore: NotRequired[int],
    InstanceStorageConfigs: NotRequired[list[ClusterInstanceStorageConfigTypeDef]],  # (3)
    OnStartDeepHealthChecks: NotRequired[list[DeepHealthCheckTypeType]],  # (4)
    Status: NotRequired[InstanceGroupStatusType],  # (5)
    TrainingPlanArn: NotRequired[str],
    TrainingPlanStatus: NotRequired[str],
    OverrideVpcConfig: NotRequired[VpcConfigOutputTypeDef],  # (6)
  1. See ClusterInstanceTypeType
  2. See ClusterLifeCycleConfigTypeDef
  3. See ClusterInstanceStorageConfigTypeDef
  4. See DeepHealthCheckTypeType
  5. See InstanceGroupStatusType
  6. See VpcConfigOutputTypeDef

ClusterNodeDetailsTypeDef#

# ClusterNodeDetailsTypeDef definition

class ClusterNodeDetailsTypeDef(TypedDict):
    InstanceGroupName: NotRequired[str],
    InstanceId: NotRequired[str],
    InstanceStatus: NotRequired[ClusterInstanceStatusDetailsTypeDef],  # (1)
    InstanceType: NotRequired[ClusterInstanceTypeType],  # (2)
    LaunchTime: NotRequired[datetime],
    LifeCycleConfig: NotRequired[ClusterLifeCycleConfigTypeDef],  # (3)
    OverrideVpcConfig: NotRequired[VpcConfigOutputTypeDef],  # (4)
    ThreadsPerCore: NotRequired[int],
    InstanceStorageConfigs: NotRequired[list[ClusterInstanceStorageConfigTypeDef]],  # (5)
    PrivatePrimaryIp: NotRequired[str],
    PrivateDnsHostname: NotRequired[str],
    Placement: NotRequired[ClusterInstancePlacementTypeDef],  # (6)
  1. See ClusterInstanceStatusDetailsTypeDef
  2. See ClusterInstanceTypeType
  3. See ClusterLifeCycleConfigTypeDef
  4. See VpcConfigOutputTypeDef
  5. See ClusterInstanceStorageConfigTypeDef
  6. See ClusterInstancePlacementTypeDef

ListClusterNodesResponseTypeDef#

# ListClusterNodesResponseTypeDef definition

class ListClusterNodesResponseTypeDef(TypedDict):
    NextToken: str,
    ClusterNodeSummaries: list[ClusterNodeSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See ClusterNodeSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListCodeRepositoriesOutputTypeDef#

# ListCodeRepositoriesOutputTypeDef definition

class ListCodeRepositoriesOutputTypeDef(TypedDict):
    CodeRepositorySummaryList: list[CodeRepositorySummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See CodeRepositorySummaryTypeDef
  2. See ResponseMetadataTypeDef

FeatureDefinitionTypeDef#

# FeatureDefinitionTypeDef definition

class FeatureDefinitionTypeDef(TypedDict):
    FeatureName: str,
    FeatureType: FeatureTypeType,  # (1)
    CollectionType: NotRequired[CollectionTypeType],  # (2)
    CollectionConfig: NotRequired[CollectionConfigTypeDef],  # (3)
  1. See FeatureTypeType
  2. See CollectionTypeType
  3. See CollectionConfigTypeDef

DebugHookConfigTypeDef#

# DebugHookConfigTypeDef definition

class DebugHookConfigTypeDef(TypedDict):
    S3OutputPath: str,
    LocalPath: NotRequired[str],
    HookParameters: NotRequired[Mapping[str, str]],
    CollectionConfigurations: NotRequired[Sequence[CollectionConfigurationUnionTypeDef]],  # (1)
  1. See CollectionConfigurationTypeDef CollectionConfigurationOutputTypeDef

ComputeQuotaSummaryTypeDef#

# ComputeQuotaSummaryTypeDef definition

class ComputeQuotaSummaryTypeDef(TypedDict):
    ComputeQuotaArn: str,
    ComputeQuotaId: str,
    Name: str,
    Status: SchedulerResourceStatusType,  # (1)
    ComputeQuotaTarget: ComputeQuotaTargetTypeDef,  # (3)
    CreationTime: datetime,
    ComputeQuotaVersion: NotRequired[int],
    ClusterArn: NotRequired[str],
    ComputeQuotaConfig: NotRequired[ComputeQuotaConfigOutputTypeDef],  # (2)
    ActivationState: NotRequired[ActivationStateType],  # (4)
    LastModifiedTime: NotRequired[datetime],
  1. See SchedulerResourceStatusType
  2. See ComputeQuotaConfigOutputTypeDef
  3. See ComputeQuotaTargetTypeDef
  4. See ActivationStateType

CreateComputeQuotaRequestRequestTypeDef#

# CreateComputeQuotaRequestRequestTypeDef definition

class CreateComputeQuotaRequestRequestTypeDef(TypedDict):
    Name: str,
    ClusterArn: str,
    ComputeQuotaConfig: ComputeQuotaConfigTypeDef,  # (1)
    ComputeQuotaTarget: ComputeQuotaTargetTypeDef,  # (2)
    Description: NotRequired[str],
    ActivationState: NotRequired[ActivationStateType],  # (3)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (4)
  1. See ComputeQuotaConfigTypeDef
  2. See ComputeQuotaTargetTypeDef
  3. See ActivationStateType
  4. See TagTypeDef

UpdateComputeQuotaRequestRequestTypeDef#

# UpdateComputeQuotaRequestRequestTypeDef definition

class UpdateComputeQuotaRequestRequestTypeDef(TypedDict):
    ComputeQuotaId: str,
    TargetVersion: int,
    ComputeQuotaConfig: NotRequired[ComputeQuotaConfigTypeDef],  # (1)
    ComputeQuotaTarget: NotRequired[ComputeQuotaTargetTypeDef],  # (2)
    ActivationState: NotRequired[ActivationStateType],  # (3)
    Description: NotRequired[str],
  1. See ComputeQuotaConfigTypeDef
  2. See ComputeQuotaTargetTypeDef
  3. See ActivationStateType

CodeEditorAppImageConfigTypeDef#

# CodeEditorAppImageConfigTypeDef definition

class CodeEditorAppImageConfigTypeDef(TypedDict):
    FileSystemConfig: NotRequired[FileSystemConfigTypeDef],  # (1)
    ContainerConfig: NotRequired[ContainerConfigUnionTypeDef],  # (2)
  1. See FileSystemConfigTypeDef
  2. See ContainerConfigTypeDef ContainerConfigOutputTypeDef

JupyterLabAppImageConfigTypeDef#

# JupyterLabAppImageConfigTypeDef definition

class JupyterLabAppImageConfigTypeDef(TypedDict):
    FileSystemConfig: NotRequired[FileSystemConfigTypeDef],  # (1)
    ContainerConfig: NotRequired[ContainerConfigUnionTypeDef],  # (2)
  1. See FileSystemConfigTypeDef
  2. See ContainerConfigTypeDef ContainerConfigOutputTypeDef

ListContextsResponseTypeDef#

# ListContextsResponseTypeDef definition

class ListContextsResponseTypeDef(TypedDict):
    ContextSummaries: list[ContextSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See ContextSummaryTypeDef
  2. See ResponseMetadataTypeDef

AutoMLSecurityConfigTypeDef#

# AutoMLSecurityConfigTypeDef definition

class AutoMLSecurityConfigTypeDef(TypedDict):
    VolumeKmsKeyId: NotRequired[str],
    EnableInterContainerTrafficEncryption: NotRequired[bool],
    VpcConfig: NotRequired[VpcConfigUnionTypeDef],  # (1)
  1. See VpcConfigTypeDef VpcConfigOutputTypeDef

ClusterInstanceGroupSpecificationTypeDef#

# ClusterInstanceGroupSpecificationTypeDef definition

class ClusterInstanceGroupSpecificationTypeDef(TypedDict):
    InstanceCount: int,
    InstanceGroupName: str,
    InstanceType: ClusterInstanceTypeType,  # (1)
    LifeCycleConfig: ClusterLifeCycleConfigTypeDef,  # (2)
    ExecutionRole: str,
    ThreadsPerCore: NotRequired[int],
    InstanceStorageConfigs: NotRequired[Sequence[ClusterInstanceStorageConfigTypeDef]],  # (3)
    OnStartDeepHealthChecks: NotRequired[Sequence[DeepHealthCheckTypeType]],  # (4)
    TrainingPlanArn: NotRequired[str],
    OverrideVpcConfig: NotRequired[VpcConfigUnionTypeDef],  # (5)
  1. See ClusterInstanceTypeType
  2. See ClusterLifeCycleConfigTypeDef
  3. See ClusterInstanceStorageConfigTypeDef
  4. See DeepHealthCheckTypeType
  5. See VpcConfigTypeDef VpcConfigOutputTypeDef

LabelingJobResourceConfigTypeDef#

# LabelingJobResourceConfigTypeDef definition

class LabelingJobResourceConfigTypeDef(TypedDict):
    VolumeKmsKeyId: NotRequired[str],
    VpcConfig: NotRequired[VpcConfigUnionTypeDef],  # (1)
  1. See VpcConfigTypeDef VpcConfigOutputTypeDef

MonitoringNetworkConfigTypeDef#

# MonitoringNetworkConfigTypeDef definition

class MonitoringNetworkConfigTypeDef(TypedDict):
    EnableInterContainerTrafficEncryption: NotRequired[bool],
    EnableNetworkIsolation: NotRequired[bool],
    VpcConfig: NotRequired[VpcConfigUnionTypeDef],  # (1)
  1. See VpcConfigTypeDef VpcConfigOutputTypeDef

NetworkConfigTypeDef#

# NetworkConfigTypeDef definition

class NetworkConfigTypeDef(TypedDict):
    EnableInterContainerTrafficEncryption: NotRequired[bool],
    EnableNetworkIsolation: NotRequired[bool],
    VpcConfig: NotRequired[VpcConfigUnionTypeDef],  # (1)
  1. See VpcConfigTypeDef VpcConfigOutputTypeDef

QueryLineageRequestRequestTypeDef#

# QueryLineageRequestRequestTypeDef definition

class QueryLineageRequestRequestTypeDef(TypedDict):
    StartArns: NotRequired[Sequence[str]],
    Direction: NotRequired[DirectionType],  # (1)
    IncludeEdges: NotRequired[bool],
    Filters: NotRequired[QueryFiltersTypeDef],  # (2)
    MaxDepth: NotRequired[int],
    MaxResults: NotRequired[int],
    NextToken: NotRequired[str],
  1. See DirectionType
  2. See QueryFiltersTypeDef

ChannelOutputTypeDef#

# ChannelOutputTypeDef definition

class ChannelOutputTypeDef(TypedDict):
    ChannelName: str,
    DataSource: DataSourceOutputTypeDef,  # (1)
    ContentType: NotRequired[str],
    CompressionType: NotRequired[CompressionTypeType],  # (2)
    RecordWrapperType: NotRequired[RecordWrapperType],  # (3)
    InputMode: NotRequired[TrainingInputModeType],  # (4)
    ShuffleConfig: NotRequired[ShuffleConfigTypeDef],  # (5)
  1. See DataSourceOutputTypeDef
  2. See CompressionTypeType
  3. See RecordWrapperType
  4. See TrainingInputModeType
  5. See ShuffleConfigTypeDef

ProcessingInputTypeDef#

# ProcessingInputTypeDef definition

class ProcessingInputTypeDef(TypedDict):
    InputName: str,
    AppManaged: NotRequired[bool],
    S3Input: NotRequired[ProcessingS3InputTypeDef],  # (1)
    DatasetDefinition: NotRequired[DatasetDefinitionTypeDef],  # (2)
  1. See ProcessingS3InputTypeDef
  2. See DatasetDefinitionTypeDef

InferenceComponentSpecificationSummaryTypeDef#

# InferenceComponentSpecificationSummaryTypeDef definition

class InferenceComponentSpecificationSummaryTypeDef(TypedDict):
    ModelName: NotRequired[str],
    Container: NotRequired[InferenceComponentContainerSpecificationSummaryTypeDef],  # (1)
    StartupParameters: NotRequired[InferenceComponentStartupParametersTypeDef],  # (2)
    ComputeResourceRequirements: NotRequired[InferenceComponentComputeResourceRequirementsTypeDef],  # (3)
    BaseInferenceComponentName: NotRequired[str],
  1. See InferenceComponentContainerSpecificationSummaryTypeDef
  2. See InferenceComponentStartupParametersTypeDef
  3. See InferenceComponentComputeResourceRequirementsTypeDef

DescribeEdgeDeploymentPlanResponseTypeDef#

# DescribeEdgeDeploymentPlanResponseTypeDef definition

class DescribeEdgeDeploymentPlanResponseTypeDef(TypedDict):
    EdgeDeploymentPlanArn: str,
    EdgeDeploymentPlanName: str,
    ModelConfigs: list[EdgeDeploymentModelConfigTypeDef],  # (1)
    DeviceFleetName: str,
    EdgeDeploymentSuccess: int,
    EdgeDeploymentPending: int,
    EdgeDeploymentFailed: int,
    Stages: list[DeploymentStageStatusSummaryTypeDef],  # (2)
    CreationTime: datetime,
    LastModifiedTime: datetime,
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)
    NextToken: NotRequired[str],
  1. See EdgeDeploymentModelConfigTypeDef
  2. See DeploymentStageStatusSummaryTypeDef
  3. See ResponseMetadataTypeDef

ListExperimentsResponseTypeDef#

# ListExperimentsResponseTypeDef definition

class ListExperimentsResponseTypeDef(TypedDict):
    ExperimentSummaries: list[ExperimentSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See ExperimentSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListFeatureGroupsResponseTypeDef#

# ListFeatureGroupsResponseTypeDef definition

class ListFeatureGroupsResponseTypeDef(TypedDict):
    FeatureGroupSummaries: list[FeatureGroupSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See FeatureGroupSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListInferenceExperimentsResponseTypeDef#

# ListInferenceExperimentsResponseTypeDef definition

class ListInferenceExperimentsResponseTypeDef(TypedDict):
    InferenceExperiments: list[InferenceExperimentSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See InferenceExperimentSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListTrainingJobsResponseTypeDef#

# ListTrainingJobsResponseTypeDef definition

class ListTrainingJobsResponseTypeDef(TypedDict):
    TrainingJobSummaries: list[TrainingJobSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See TrainingJobSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListTrainingPlansResponseTypeDef#

# ListTrainingPlansResponseTypeDef definition

class ListTrainingPlansResponseTypeDef(TypedDict):
    TrainingPlanSummaries: list[TrainingPlanSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See TrainingPlanSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListTrialsResponseTypeDef#

# ListTrialsResponseTypeDef definition

class ListTrialsResponseTypeDef(TypedDict):
    TrialSummaries: list[TrialSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See TrialSummaryTypeDef
  2. See ResponseMetadataTypeDef

UpdateEndpointWeightsAndCapacitiesInputRequestTypeDef#

# UpdateEndpointWeightsAndCapacitiesInputRequestTypeDef definition

class UpdateEndpointWeightsAndCapacitiesInputRequestTypeDef(TypedDict):
    EndpointName: str,
    DesiredWeightsAndCapacities: Sequence[DesiredWeightAndCapacityTypeDef],  # (1)
  1. See DesiredWeightAndCapacityTypeDef

DeploymentStageTypeDef#

# DeploymentStageTypeDef definition

class DeploymentStageTypeDef(TypedDict):
    StageName: str,
    DeviceSelectionConfig: DeviceSelectionConfigUnionTypeDef,  # (1)
    DeploymentConfig: NotRequired[EdgeDeploymentConfigTypeDef],  # (2)
  1. See DeviceSelectionConfigTypeDef DeviceSelectionConfigOutputTypeDef
  2. See EdgeDeploymentConfigTypeDef

ListDevicesResponseTypeDef#

# ListDevicesResponseTypeDef definition

class ListDevicesResponseTypeDef(TypedDict):
    DeviceSummaries: list[DeviceSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See DeviceSummaryTypeDef
  2. See ResponseMetadataTypeDef

DomainSettingsForUpdateTypeDef#

# DomainSettingsForUpdateTypeDef definition

class DomainSettingsForUpdateTypeDef(TypedDict):
    RStudioServerProDomainSettingsForUpdate: NotRequired[RStudioServerProDomainSettingsForUpdateTypeDef],  # (1)
    ExecutionRoleIdentityConfig: NotRequired[ExecutionRoleIdentityConfigType],  # (2)
    SecurityGroupIds: NotRequired[Sequence[str]],
    DockerSettings: NotRequired[DockerSettingsUnionTypeDef],  # (3)
    AmazonQSettings: NotRequired[AmazonQSettingsTypeDef],  # (4)
  1. See RStudioServerProDomainSettingsForUpdateTypeDef
  2. See ExecutionRoleIdentityConfigType
  3. See DockerSettingsTypeDef DockerSettingsOutputTypeDef
  4. See AmazonQSettingsTypeDef

DomainSettingsTypeDef#

# DomainSettingsTypeDef definition

class DomainSettingsTypeDef(TypedDict):
    SecurityGroupIds: NotRequired[Sequence[str]],
    RStudioServerProDomainSettings: NotRequired[RStudioServerProDomainSettingsTypeDef],  # (1)
    ExecutionRoleIdentityConfig: NotRequired[ExecutionRoleIdentityConfigType],  # (2)
    DockerSettings: NotRequired[DockerSettingsUnionTypeDef],  # (3)
    AmazonQSettings: NotRequired[AmazonQSettingsTypeDef],  # (4)
  1. See RStudioServerProDomainSettingsTypeDef
  2. See ExecutionRoleIdentityConfigType
  3. See DockerSettingsTypeDef DockerSettingsOutputTypeDef
  4. See AmazonQSettingsTypeDef

DriftCheckBaselinesTypeDef#

# DriftCheckBaselinesTypeDef definition

class DriftCheckBaselinesTypeDef(TypedDict):
    Bias: NotRequired[DriftCheckBiasTypeDef],  # (1)
    Explainability: NotRequired[DriftCheckExplainabilityTypeDef],  # (2)
    ModelQuality: NotRequired[DriftCheckModelQualityTypeDef],  # (3)
    ModelDataQuality: NotRequired[DriftCheckModelDataQualityTypeDef],  # (4)
  1. See DriftCheckBiasTypeDef
  2. See DriftCheckExplainabilityTypeDef
  3. See DriftCheckModelQualityTypeDef
  4. See DriftCheckModelDataQualityTypeDef

SpaceSettingsSummaryTypeDef#

# SpaceSettingsSummaryTypeDef definition

class SpaceSettingsSummaryTypeDef(TypedDict):
    AppType: NotRequired[AppTypeType],  # (1)
    SpaceStorageSettings: NotRequired[SpaceStorageSettingsTypeDef],  # (2)
  1. See AppTypeType
  2. See SpaceStorageSettingsTypeDef

JupyterLabAppSettingsTypeDef#

# JupyterLabAppSettingsTypeDef definition

class JupyterLabAppSettingsTypeDef(TypedDict):
    DefaultResourceSpec: NotRequired[ResourceSpecTypeDef],  # (1)
    CustomImages: NotRequired[Sequence[CustomImageTypeDef]],  # (2)
    LifecycleConfigArns: NotRequired[Sequence[str]],
    CodeRepositories: NotRequired[Sequence[CodeRepositoryTypeDef]],  # (3)
    AppLifecycleManagement: NotRequired[AppLifecycleManagementTypeDef],  # (4)
    EmrSettings: NotRequired[EmrSettingsUnionTypeDef],  # (5)
    BuiltInLifecycleConfigArn: NotRequired[str],
  1. See ResourceSpecTypeDef
  2. See CustomImageTypeDef
  3. See CodeRepositoryTypeDef
  4. See AppLifecycleManagementTypeDef
  5. See EmrSettingsTypeDef EmrSettingsOutputTypeDef

InferenceRecommendationTypeDef#

# InferenceRecommendationTypeDef definition

class InferenceRecommendationTypeDef(TypedDict):
    EndpointConfiguration: EndpointOutputConfigurationTypeDef,  # (2)
    ModelConfiguration: ModelConfigurationTypeDef,  # (3)
    RecommendationId: NotRequired[str],
    Metrics: NotRequired[RecommendationMetricsTypeDef],  # (1)
    InvocationEndTime: NotRequired[datetime],
    InvocationStartTime: NotRequired[datetime],
  1. See RecommendationMetricsTypeDef
  2. See EndpointOutputConfigurationTypeDef
  3. See ModelConfigurationTypeDef

RecommendationJobInferenceBenchmarkTypeDef#

# RecommendationJobInferenceBenchmarkTypeDef definition

class RecommendationJobInferenceBenchmarkTypeDef(TypedDict):
    ModelConfiguration: ModelConfigurationTypeDef,  # (4)
    Metrics: NotRequired[RecommendationMetricsTypeDef],  # (1)
    EndpointMetrics: NotRequired[InferenceMetricsTypeDef],  # (2)
    EndpointConfiguration: NotRequired[EndpointOutputConfigurationTypeDef],  # (3)
    FailureReason: NotRequired[str],
    InvocationEndTime: NotRequired[datetime],
    InvocationStartTime: NotRequired[datetime],
  1. See RecommendationMetricsTypeDef
  2. See InferenceMetricsTypeDef
  3. See EndpointOutputConfigurationTypeDef
  4. See ModelConfigurationTypeDef

SearchExpressionPaginatorTypeDef#

# SearchExpressionPaginatorTypeDef definition

class SearchExpressionPaginatorTypeDef(TypedDict):
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)
    NestedFilters: NotRequired[Sequence[NestedFiltersTypeDef]],  # (2)
    SubExpressions: NotRequired[Sequence[Mapping[str, Any]]],
    Operator: NotRequired[BooleanOperatorType],  # (3)
  1. See FilterTypeDef
  2. See NestedFiltersTypeDef
  3. See BooleanOperatorType

SearchExpressionTypeDef#

# SearchExpressionTypeDef definition

class SearchExpressionTypeDef(TypedDict):
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)
    NestedFilters: NotRequired[Sequence[NestedFiltersTypeDef]],  # (2)
    SubExpressions: NotRequired[Sequence[Mapping[str, Any]]],
    Operator: NotRequired[BooleanOperatorType],  # (3)
  1. See FilterTypeDef
  2. See NestedFiltersTypeDef
  3. See BooleanOperatorType

ListTrainingJobsForHyperParameterTuningJobResponseTypeDef#

# ListTrainingJobsForHyperParameterTuningJobResponseTypeDef definition

class ListTrainingJobsForHyperParameterTuningJobResponseTypeDef(TypedDict):
    TrainingJobSummaries: list[HyperParameterTrainingJobSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See HyperParameterTrainingJobSummaryTypeDef
  2. See ResponseMetadataTypeDef

StudioWebPortalSettingsTypeDef#

# StudioWebPortalSettingsTypeDef definition

class StudioWebPortalSettingsTypeDef(TypedDict):
    HiddenMlTools: NotRequired[Sequence[MlToolsType]],  # (1)
    HiddenAppTypes: NotRequired[Sequence[AppTypeType]],  # (2)
    HiddenInstanceTypes: NotRequired[Sequence[AppInstanceTypeType]],  # (3)
    HiddenSageMakerImageVersionAliases: NotRequired[Sequence[HiddenSageMakerImageUnionTypeDef]],  # (4)
  1. See MlToolsType
  2. See AppTypeType
  3. See AppInstanceTypeType
  4. See HiddenSageMakerImageTypeDef HiddenSageMakerImageOutputTypeDef

ListHyperParameterTuningJobsResponseTypeDef#

# ListHyperParameterTuningJobsResponseTypeDef definition

class ListHyperParameterTuningJobsResponseTypeDef(TypedDict):
    HyperParameterTuningJobSummaries: list[HyperParameterTuningJobSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See HyperParameterTuningJobSummaryTypeDef
  2. See ResponseMetadataTypeDef

AssociationSummaryTypeDef#

# AssociationSummaryTypeDef definition

class AssociationSummaryTypeDef(TypedDict):
    SourceArn: NotRequired[str],
    DestinationArn: NotRequired[str],
    SourceType: NotRequired[str],
    DestinationType: NotRequired[str],
    AssociationType: NotRequired[AssociationEdgeTypeType],  # (1)
    SourceName: NotRequired[str],
    DestinationName: NotRequired[str],
    CreationTime: NotRequired[datetime],
    CreatedBy: NotRequired[UserContextTypeDef],  # (2)
  1. See AssociationEdgeTypeType
  2. See UserContextTypeDef

DescribeActionResponseTypeDef#

# DescribeActionResponseTypeDef definition

class DescribeActionResponseTypeDef(TypedDict):
    ActionName: str,
    ActionArn: str,
    Source: ActionSourceTypeDef,  # (1)
    ActionType: str,
    Description: str,
    Status: ActionStatusType,  # (2)
    Properties: dict[str, str],
    CreationTime: datetime,
    CreatedBy: UserContextTypeDef,  # (3)
    LastModifiedTime: datetime,
    LastModifiedBy: UserContextTypeDef,  # (3)
    MetadataProperties: MetadataPropertiesTypeDef,  # (5)
    LineageGroupArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (6)
  1. See ActionSourceTypeDef
  2. See ActionStatusType
  3. See UserContextTypeDef
  4. See UserContextTypeDef
  5. See MetadataPropertiesTypeDef
  6. See ResponseMetadataTypeDef

DescribeArtifactResponseTypeDef#

# DescribeArtifactResponseTypeDef definition

class DescribeArtifactResponseTypeDef(TypedDict):
    ArtifactName: str,
    ArtifactArn: str,
    Source: ArtifactSourceOutputTypeDef,  # (1)
    ArtifactType: str,
    Properties: dict[str, str],
    CreationTime: datetime,
    CreatedBy: UserContextTypeDef,  # (2)
    LastModifiedTime: datetime,
    LastModifiedBy: UserContextTypeDef,  # (2)
    MetadataProperties: MetadataPropertiesTypeDef,  # (4)
    LineageGroupArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (5)
  1. See ArtifactSourceOutputTypeDef
  2. See UserContextTypeDef
  3. See UserContextTypeDef
  4. See MetadataPropertiesTypeDef
  5. See ResponseMetadataTypeDef

DescribeComputeQuotaResponseTypeDef#

# DescribeComputeQuotaResponseTypeDef definition

class DescribeComputeQuotaResponseTypeDef(TypedDict):
    ComputeQuotaArn: str,
    ComputeQuotaId: str,
    Name: str,
    Description: str,
    ComputeQuotaVersion: int,
    Status: SchedulerResourceStatusType,  # (1)
    FailureReason: str,
    ClusterArn: str,
    ComputeQuotaConfig: ComputeQuotaConfigOutputTypeDef,  # (2)
    ComputeQuotaTarget: ComputeQuotaTargetTypeDef,  # (3)
    ActivationState: ActivationStateType,  # (4)
    CreationTime: datetime,
    CreatedBy: UserContextTypeDef,  # (5)
    LastModifiedTime: datetime,
    LastModifiedBy: UserContextTypeDef,  # (5)
    ResponseMetadata: ResponseMetadataTypeDef,  # (7)
  1. See SchedulerResourceStatusType
  2. See ComputeQuotaConfigOutputTypeDef
  3. See ComputeQuotaTargetTypeDef
  4. See ActivationStateType
  5. See UserContextTypeDef
  6. See UserContextTypeDef
  7. See ResponseMetadataTypeDef

DescribeContextResponseTypeDef#

# DescribeContextResponseTypeDef definition

class DescribeContextResponseTypeDef(TypedDict):
    ContextName: str,
    ContextArn: str,
    Source: ContextSourceTypeDef,  # (1)
    ContextType: str,
    Description: str,
    Properties: dict[str, str],
    CreationTime: datetime,
    CreatedBy: UserContextTypeDef,  # (2)
    LastModifiedTime: datetime,
    LastModifiedBy: UserContextTypeDef,  # (2)
    LineageGroupArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (4)
  1. See ContextSourceTypeDef
  2. See UserContextTypeDef
  3. See UserContextTypeDef
  4. See ResponseMetadataTypeDef

DescribeExperimentResponseTypeDef#

# DescribeExperimentResponseTypeDef definition

class DescribeExperimentResponseTypeDef(TypedDict):
    ExperimentName: str,
    ExperimentArn: str,
    DisplayName: str,
    Source: ExperimentSourceTypeDef,  # (1)
    Description: str,
    CreationTime: datetime,
    CreatedBy: UserContextTypeDef,  # (2)
    LastModifiedTime: datetime,
    LastModifiedBy: UserContextTypeDef,  # (2)
    ResponseMetadata: ResponseMetadataTypeDef,  # (4)
  1. See ExperimentSourceTypeDef
  2. See UserContextTypeDef
  3. See UserContextTypeDef
  4. See ResponseMetadataTypeDef

DescribeLineageGroupResponseTypeDef#

# DescribeLineageGroupResponseTypeDef definition

class DescribeLineageGroupResponseTypeDef(TypedDict):
    LineageGroupName: str,
    LineageGroupArn: str,
    DisplayName: str,
    Description: str,
    CreationTime: datetime,
    CreatedBy: UserContextTypeDef,  # (1)
    LastModifiedTime: datetime,
    LastModifiedBy: UserContextTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)
  1. See UserContextTypeDef
  2. See UserContextTypeDef
  3. See ResponseMetadataTypeDef

DescribeMlflowTrackingServerResponseTypeDef#

# DescribeMlflowTrackingServerResponseTypeDef definition

class DescribeMlflowTrackingServerResponseTypeDef(TypedDict):
    TrackingServerArn: str,
    TrackingServerName: str,
    ArtifactStoreUri: str,
    TrackingServerSize: TrackingServerSizeType,  # (1)
    MlflowVersion: str,
    RoleArn: str,
    TrackingServerStatus: TrackingServerStatusType,  # (2)
    IsActive: IsTrackingServerActiveType,  # (3)
    TrackingServerUrl: str,
    WeeklyMaintenanceWindowStart: str,
    AutomaticModelRegistration: bool,
    CreationTime: datetime,
    CreatedBy: UserContextTypeDef,  # (4)
    LastModifiedTime: datetime,
    LastModifiedBy: UserContextTypeDef,  # (4)
    ResponseMetadata: ResponseMetadataTypeDef,  # (6)
  1. See TrackingServerSizeType
  2. See TrackingServerStatusType
  3. See IsTrackingServerActiveType
  4. See UserContextTypeDef
  5. See UserContextTypeDef
  6. See ResponseMetadataTypeDef

DescribeModelCardResponseTypeDef#

# DescribeModelCardResponseTypeDef definition

class DescribeModelCardResponseTypeDef(TypedDict):
    ModelCardArn: str,
    ModelCardName: str,
    ModelCardVersion: int,
    Content: str,
    ModelCardStatus: ModelCardStatusType,  # (1)
    SecurityConfig: ModelCardSecurityConfigTypeDef,  # (2)
    CreationTime: datetime,
    CreatedBy: UserContextTypeDef,  # (3)
    LastModifiedTime: datetime,
    LastModifiedBy: UserContextTypeDef,  # (3)
    ModelCardProcessingStatus: ModelCardProcessingStatusType,  # (5)
    ResponseMetadata: ResponseMetadataTypeDef,  # (6)
  1. See ModelCardStatusType
  2. See ModelCardSecurityConfigTypeDef
  3. See UserContextTypeDef
  4. See UserContextTypeDef
  5. See ModelCardProcessingStatusType
  6. See ResponseMetadataTypeDef

DescribeModelPackageGroupOutputTypeDef#

# DescribeModelPackageGroupOutputTypeDef definition

class DescribeModelPackageGroupOutputTypeDef(TypedDict):
    ModelPackageGroupName: str,
    ModelPackageGroupArn: str,
    ModelPackageGroupDescription: str,
    CreationTime: datetime,
    CreatedBy: UserContextTypeDef,  # (1)
    ModelPackageGroupStatus: ModelPackageGroupStatusType,  # (2)
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)
  1. See UserContextTypeDef
  2. See ModelPackageGroupStatusType
  3. See ResponseMetadataTypeDef

DescribePipelineResponseTypeDef#

# DescribePipelineResponseTypeDef definition

class DescribePipelineResponseTypeDef(TypedDict):
    PipelineArn: str,
    PipelineName: str,
    PipelineDisplayName: str,
    PipelineDefinition: str,
    PipelineDescription: str,
    RoleArn: str,
    PipelineStatus: PipelineStatusType,  # (1)
    CreationTime: datetime,
    LastModifiedTime: datetime,
    LastRunTime: datetime,
    CreatedBy: UserContextTypeDef,  # (2)
    LastModifiedBy: UserContextTypeDef,  # (2)
    ParallelismConfiguration: ParallelismConfigurationTypeDef,  # (4)
    ResponseMetadata: ResponseMetadataTypeDef,  # (5)
  1. See PipelineStatusType
  2. See UserContextTypeDef
  3. See UserContextTypeDef
  4. See ParallelismConfigurationTypeDef
  5. See ResponseMetadataTypeDef

DescribeTrialComponentResponseTypeDef#

# DescribeTrialComponentResponseTypeDef definition

class DescribeTrialComponentResponseTypeDef(TypedDict):
    TrialComponentName: str,
    TrialComponentArn: str,
    DisplayName: str,
    Source: TrialComponentSourceTypeDef,  # (1)
    Status: TrialComponentStatusTypeDef,  # (2)
    StartTime: datetime,
    EndTime: datetime,
    CreationTime: datetime,
    CreatedBy: UserContextTypeDef,  # (3)
    LastModifiedTime: datetime,
    LastModifiedBy: UserContextTypeDef,  # (3)
    Parameters: dict[str, TrialComponentParameterValueTypeDef],  # (5)
    InputArtifacts: dict[str, TrialComponentArtifactTypeDef],  # (6)
    OutputArtifacts: dict[str, TrialComponentArtifactTypeDef],  # (6)
    MetadataProperties: MetadataPropertiesTypeDef,  # (8)
    Metrics: list[TrialComponentMetricSummaryTypeDef],  # (9)
    LineageGroupArn: str,
    Sources: list[TrialComponentSourceTypeDef],  # (10)
    ResponseMetadata: ResponseMetadataTypeDef,  # (11)
  1. See TrialComponentSourceTypeDef
  2. See TrialComponentStatusTypeDef
  3. See UserContextTypeDef
  4. See UserContextTypeDef
  5. See TrialComponentParameterValueTypeDef
  6. See TrialComponentArtifactTypeDef
  7. See TrialComponentArtifactTypeDef
  8. See MetadataPropertiesTypeDef
  9. See TrialComponentMetricSummaryTypeDef
  10. See TrialComponentSourceTypeDef
  11. See ResponseMetadataTypeDef

DescribeTrialResponseTypeDef#

# DescribeTrialResponseTypeDef definition

class DescribeTrialResponseTypeDef(TypedDict):
    TrialName: str,
    TrialArn: str,
    DisplayName: str,
    ExperimentName: str,
    Source: TrialSourceTypeDef,  # (1)
    CreationTime: datetime,
    CreatedBy: UserContextTypeDef,  # (2)
    LastModifiedTime: datetime,
    LastModifiedBy: UserContextTypeDef,  # (2)
    MetadataProperties: MetadataPropertiesTypeDef,  # (4)
    ResponseMetadata: ResponseMetadataTypeDef,  # (5)
  1. See TrialSourceTypeDef
  2. See UserContextTypeDef
  3. See UserContextTypeDef
  4. See MetadataPropertiesTypeDef
  5. See ResponseMetadataTypeDef

ExperimentTypeDef#

# ExperimentTypeDef definition

class ExperimentTypeDef(TypedDict):
    ExperimentName: NotRequired[str],
    ExperimentArn: NotRequired[str],
    DisplayName: NotRequired[str],
    Source: NotRequired[ExperimentSourceTypeDef],  # (1)
    Description: NotRequired[str],
    CreationTime: NotRequired[datetime],
    CreatedBy: NotRequired[UserContextTypeDef],  # (2)
    LastModifiedTime: NotRequired[datetime],
    LastModifiedBy: NotRequired[UserContextTypeDef],  # (2)
    Tags: NotRequired[list[TagTypeDef]],  # (4)
  1. See ExperimentSourceTypeDef
  2. See UserContextTypeDef
  3. See UserContextTypeDef
  4. See TagTypeDef

ModelCardTypeDef#

# ModelCardTypeDef definition

class ModelCardTypeDef(TypedDict):
    ModelCardArn: NotRequired[str],
    ModelCardName: NotRequired[str],
    ModelCardVersion: NotRequired[int],
    Content: NotRequired[str],
    ModelCardStatus: NotRequired[ModelCardStatusType],  # (1)
    SecurityConfig: NotRequired[ModelCardSecurityConfigTypeDef],  # (2)
    CreationTime: NotRequired[datetime],
    CreatedBy: NotRequired[UserContextTypeDef],  # (3)
    LastModifiedTime: NotRequired[datetime],
    LastModifiedBy: NotRequired[UserContextTypeDef],  # (3)
    Tags: NotRequired[list[TagTypeDef]],  # (5)
    ModelId: NotRequired[str],
    RiskRating: NotRequired[str],
    ModelPackageGroupName: NotRequired[str],
  1. See ModelCardStatusType
  2. See ModelCardSecurityConfigTypeDef
  3. See UserContextTypeDef
  4. See UserContextTypeDef
  5. See TagTypeDef

ModelDashboardModelCardTypeDef#

# ModelDashboardModelCardTypeDef definition

class ModelDashboardModelCardTypeDef(TypedDict):
    ModelCardArn: NotRequired[str],
    ModelCardName: NotRequired[str],
    ModelCardVersion: NotRequired[int],
    ModelCardStatus: NotRequired[ModelCardStatusType],  # (1)
    SecurityConfig: NotRequired[ModelCardSecurityConfigTypeDef],  # (2)
    CreationTime: NotRequired[datetime],
    CreatedBy: NotRequired[UserContextTypeDef],  # (3)
    LastModifiedTime: NotRequired[datetime],
    LastModifiedBy: NotRequired[UserContextTypeDef],  # (3)
    Tags: NotRequired[list[TagTypeDef]],  # (5)
    ModelId: NotRequired[str],
    RiskRating: NotRequired[str],
  1. See ModelCardStatusType
  2. See ModelCardSecurityConfigTypeDef
  3. See UserContextTypeDef
  4. See UserContextTypeDef
  5. See TagTypeDef

ModelPackageGroupTypeDef#

# ModelPackageGroupTypeDef definition

class ModelPackageGroupTypeDef(TypedDict):
    ModelPackageGroupName: NotRequired[str],
    ModelPackageGroupArn: NotRequired[str],
    ModelPackageGroupDescription: NotRequired[str],
    CreationTime: NotRequired[datetime],
    CreatedBy: NotRequired[UserContextTypeDef],  # (1)
    ModelPackageGroupStatus: NotRequired[ModelPackageGroupStatusType],  # (2)
    Tags: NotRequired[list[TagTypeDef]],  # (3)
  1. See UserContextTypeDef
  2. See ModelPackageGroupStatusType
  3. See TagTypeDef

PipelineTypeDef#

# PipelineTypeDef definition

class PipelineTypeDef(TypedDict):
    PipelineArn: NotRequired[str],
    PipelineName: NotRequired[str],
    PipelineDisplayName: NotRequired[str],
    PipelineDescription: NotRequired[str],
    RoleArn: NotRequired[str],
    PipelineStatus: NotRequired[PipelineStatusType],  # (1)
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    LastRunTime: NotRequired[datetime],
    CreatedBy: NotRequired[UserContextTypeDef],  # (2)
    LastModifiedBy: NotRequired[UserContextTypeDef],  # (2)
    ParallelismConfiguration: NotRequired[ParallelismConfigurationTypeDef],  # (4)
    Tags: NotRequired[list[TagTypeDef]],  # (5)
  1. See PipelineStatusType
  2. See UserContextTypeDef
  3. See UserContextTypeDef
  4. See ParallelismConfigurationTypeDef
  5. See TagTypeDef

TrialComponentSimpleSummaryTypeDef#

# TrialComponentSimpleSummaryTypeDef definition

class TrialComponentSimpleSummaryTypeDef(TypedDict):
    TrialComponentName: NotRequired[str],
    TrialComponentArn: NotRequired[str],
    TrialComponentSource: NotRequired[TrialComponentSourceTypeDef],  # (1)
    CreationTime: NotRequired[datetime],
    CreatedBy: NotRequired[UserContextTypeDef],  # (2)
  1. See TrialComponentSourceTypeDef
  2. See UserContextTypeDef

TrialComponentSummaryTypeDef#

# TrialComponentSummaryTypeDef definition

class TrialComponentSummaryTypeDef(TypedDict):
    TrialComponentName: NotRequired[str],
    TrialComponentArn: NotRequired[str],
    DisplayName: NotRequired[str],
    TrialComponentSource: NotRequired[TrialComponentSourceTypeDef],  # (1)
    Status: NotRequired[TrialComponentStatusTypeDef],  # (2)
    StartTime: NotRequired[datetime],
    EndTime: NotRequired[datetime],
    CreationTime: NotRequired[datetime],
    CreatedBy: NotRequired[UserContextTypeDef],  # (3)
    LastModifiedTime: NotRequired[datetime],
    LastModifiedBy: NotRequired[UserContextTypeDef],  # (3)
  1. See TrialComponentSourceTypeDef
  2. See TrialComponentStatusTypeDef
  3. See UserContextTypeDef
  4. See UserContextTypeDef

WorkerAccessConfigurationTypeDef#

# WorkerAccessConfigurationTypeDef definition

class WorkerAccessConfigurationTypeDef(TypedDict):
    S3Presign: NotRequired[S3PresignTypeDef],  # (1)
  1. See S3PresignTypeDef

CreateInferenceComponentInputRequestTypeDef#

# CreateInferenceComponentInputRequestTypeDef definition

class CreateInferenceComponentInputRequestTypeDef(TypedDict):
    InferenceComponentName: str,
    EndpointName: str,
    Specification: InferenceComponentSpecificationTypeDef,  # (1)
    VariantName: NotRequired[str],
    RuntimeConfig: NotRequired[InferenceComponentRuntimeConfigTypeDef],  # (2)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (3)
  1. See InferenceComponentSpecificationTypeDef
  2. See InferenceComponentRuntimeConfigTypeDef
  3. See TagTypeDef

UpdateInferenceComponentInputRequestTypeDef#

# UpdateInferenceComponentInputRequestTypeDef definition

class UpdateInferenceComponentInputRequestTypeDef(TypedDict):
    InferenceComponentName: str,
    Specification: NotRequired[InferenceComponentSpecificationTypeDef],  # (1)
    RuntimeConfig: NotRequired[InferenceComponentRuntimeConfigTypeDef],  # (2)
  1. See InferenceComponentSpecificationTypeDef
  2. See InferenceComponentRuntimeConfigTypeDef

HyperParameterSpecificationOutputTypeDef#

# HyperParameterSpecificationOutputTypeDef definition

class HyperParameterSpecificationOutputTypeDef(TypedDict):
    Name: str,
    Type: ParameterTypeType,  # (1)
    Description: NotRequired[str],
    Range: NotRequired[ParameterRangeOutputTypeDef],  # (2)
    IsTunable: NotRequired[bool],
    IsRequired: NotRequired[bool],
    DefaultValue: NotRequired[str],
  1. See ParameterTypeType
  2. See ParameterRangeOutputTypeDef

HyperParameterTuningJobConfigOutputTypeDef#

# HyperParameterTuningJobConfigOutputTypeDef definition

class HyperParameterTuningJobConfigOutputTypeDef(TypedDict):
    Strategy: HyperParameterTuningJobStrategyTypeType,  # (1)
    ResourceLimits: ResourceLimitsTypeDef,  # (4)
    StrategyConfig: NotRequired[HyperParameterTuningJobStrategyConfigTypeDef],  # (2)
    HyperParameterTuningJobObjective: NotRequired[HyperParameterTuningJobObjectiveTypeDef],  # (3)
    ParameterRanges: NotRequired[ParameterRangesOutputTypeDef],  # (5)
    TrainingJobEarlyStoppingType: NotRequired[TrainingJobEarlyStoppingTypeType],  # (6)
    TuningJobCompletionCriteria: NotRequired[TuningJobCompletionCriteriaTypeDef],  # (7)
    RandomSeed: NotRequired[int],
  1. See HyperParameterTuningJobStrategyTypeType
  2. See HyperParameterTuningJobStrategyConfigTypeDef
  3. See HyperParameterTuningJobObjectiveTypeDef
  4. See ResourceLimitsTypeDef
  5. See ParameterRangesOutputTypeDef
  6. See TrainingJobEarlyStoppingTypeType
  7. See TuningJobCompletionCriteriaTypeDef

AppImageConfigDetailsTypeDef#

# AppImageConfigDetailsTypeDef definition

class AppImageConfigDetailsTypeDef(TypedDict):
    AppImageConfigArn: NotRequired[str],
    AppImageConfigName: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    KernelGatewayImageConfig: NotRequired[KernelGatewayImageConfigOutputTypeDef],  # (1)
    JupyterLabAppImageConfig: NotRequired[JupyterLabAppImageConfigOutputTypeDef],  # (2)
    CodeEditorAppImageConfig: NotRequired[CodeEditorAppImageConfigOutputTypeDef],  # (3)
  1. See KernelGatewayImageConfigOutputTypeDef
  2. See JupyterLabAppImageConfigOutputTypeDef
  3. See CodeEditorAppImageConfigOutputTypeDef

DescribeAppImageConfigResponseTypeDef#

# DescribeAppImageConfigResponseTypeDef definition

class DescribeAppImageConfigResponseTypeDef(TypedDict):
    AppImageConfigArn: str,
    AppImageConfigName: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    KernelGatewayImageConfig: KernelGatewayImageConfigOutputTypeDef,  # (1)
    JupyterLabAppImageConfig: JupyterLabAppImageConfigOutputTypeDef,  # (2)
    CodeEditorAppImageConfig: CodeEditorAppImageConfigOutputTypeDef,  # (3)
    ResponseMetadata: ResponseMetadataTypeDef,  # (4)
  1. See KernelGatewayImageConfigOutputTypeDef
  2. See JupyterLabAppImageConfigOutputTypeDef
  3. See CodeEditorAppImageConfigOutputTypeDef
  4. See ResponseMetadataTypeDef

ListLabelingJobsForWorkteamResponseTypeDef#

# ListLabelingJobsForWorkteamResponseTypeDef definition

class ListLabelingJobsForWorkteamResponseTypeDef(TypedDict):
    LabelingJobSummaryList: list[LabelingJobForWorkteamSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See LabelingJobForWorkteamSummaryTypeDef
  2. See ResponseMetadataTypeDef

LabelingJobInputConfigOutputTypeDef#

# LabelingJobInputConfigOutputTypeDef definition

class LabelingJobInputConfigOutputTypeDef(TypedDict):
    DataSource: LabelingJobDataSourceTypeDef,  # (1)
    DataAttributes: NotRequired[LabelingJobDataAttributesOutputTypeDef],  # (2)
  1. See LabelingJobDataSourceTypeDef
  2. See LabelingJobDataAttributesOutputTypeDef

LabelingJobInputConfigTypeDef#

# LabelingJobInputConfigTypeDef definition

class LabelingJobInputConfigTypeDef(TypedDict):
    DataSource: LabelingJobDataSourceTypeDef,  # (1)
    DataAttributes: NotRequired[LabelingJobDataAttributesUnionTypeDef],  # (2)
  1. See LabelingJobDataSourceTypeDef
  2. See LabelingJobDataAttributesTypeDef LabelingJobDataAttributesOutputTypeDef

TargetTrackingScalingPolicyConfigurationTypeDef#

# TargetTrackingScalingPolicyConfigurationTypeDef definition

class TargetTrackingScalingPolicyConfigurationTypeDef(TypedDict):
    MetricSpecification: NotRequired[MetricSpecificationTypeDef],  # (1)
    TargetValue: NotRequired[float],
  1. See MetricSpecificationTypeDef

AdditionalModelDataSourceTypeDef#

# AdditionalModelDataSourceTypeDef definition

class AdditionalModelDataSourceTypeDef(TypedDict):
    ChannelName: str,
    S3DataSource: S3ModelDataSourceTypeDef,  # (1)
  1. See S3ModelDataSourceTypeDef

ModelDataSourceTypeDef#

# ModelDataSourceTypeDef definition

class ModelDataSourceTypeDef(TypedDict):
    S3DataSource: NotRequired[S3ModelDataSourceTypeDef],  # (1)
  1. See S3ModelDataSourceTypeDef

MonitoringAlertSummaryTypeDef#

# MonitoringAlertSummaryTypeDef definition

class MonitoringAlertSummaryTypeDef(TypedDict):
    MonitoringAlertName: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    AlertStatus: MonitoringAlertStatusType,  # (1)
    DatapointsToAlert: int,
    EvaluationPeriod: int,
    Actions: MonitoringAlertActionsTypeDef,  # (2)
  1. See MonitoringAlertStatusType
  2. See MonitoringAlertActionsTypeDef

ModelVariantConfigSummaryTypeDef#

# ModelVariantConfigSummaryTypeDef definition

class ModelVariantConfigSummaryTypeDef(TypedDict):
    ModelName: str,
    VariantName: str,
    InfrastructureConfig: ModelInfrastructureConfigTypeDef,  # (1)
    Status: ModelVariantStatusType,  # (2)
  1. See ModelInfrastructureConfigTypeDef
  2. See ModelVariantStatusType

ModelVariantConfigTypeDef#

# ModelVariantConfigTypeDef definition

class ModelVariantConfigTypeDef(TypedDict):
    ModelName: str,
    VariantName: str,
    InfrastructureConfig: ModelInfrastructureConfigTypeDef,  # (1)
  1. See ModelInfrastructureConfigTypeDef

ListModelMetadataRequestPaginateTypeDef#

# ListModelMetadataRequestPaginateTypeDef definition

class ListModelMetadataRequestPaginateTypeDef(TypedDict):
    SearchExpression: NotRequired[ModelMetadataSearchExpressionTypeDef],  # (1)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (2)
  1. See ModelMetadataSearchExpressionTypeDef
  2. See PaginatorConfigTypeDef

ListModelMetadataRequestRequestTypeDef#

# ListModelMetadataRequestRequestTypeDef definition

class ListModelMetadataRequestRequestTypeDef(TypedDict):
    SearchExpression: NotRequired[ModelMetadataSearchExpressionTypeDef],  # (1)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
  1. See ModelMetadataSearchExpressionTypeDef

OptimizationConfigTypeDef#

# OptimizationConfigTypeDef definition

class OptimizationConfigTypeDef(TypedDict):
    ModelQuantizationConfig: NotRequired[ModelQuantizationConfigUnionTypeDef],  # (1)
    ModelCompilationConfig: NotRequired[ModelCompilationConfigUnionTypeDef],  # (2)
    ModelShardingConfig: NotRequired[ModelShardingConfigUnionTypeDef],  # (3)
  1. See ModelQuantizationConfigTypeDef ModelQuantizationConfigOutputTypeDef
  2. See ModelCompilationConfigTypeDef ModelCompilationConfigOutputTypeDef
  3. See ModelShardingConfigTypeDef ModelShardingConfigOutputTypeDef

BatchTransformInputOutputTypeDef#

# BatchTransformInputOutputTypeDef definition

class BatchTransformInputOutputTypeDef(TypedDict):
    DataCapturedDestinationS3Uri: str,
    DatasetFormat: MonitoringDatasetFormatOutputTypeDef,  # (1)
    LocalPath: str,
    S3InputMode: NotRequired[ProcessingS3InputModeType],  # (2)
    S3DataDistributionType: NotRequired[ProcessingS3DataDistributionTypeType],  # (3)
    FeaturesAttribute: NotRequired[str],
    InferenceAttribute: NotRequired[str],
    ProbabilityAttribute: NotRequired[str],
    ProbabilityThresholdAttribute: NotRequired[float],
    StartTimeOffset: NotRequired[str],
    EndTimeOffset: NotRequired[str],
    ExcludeFeaturesAttribute: NotRequired[str],
  1. See MonitoringDatasetFormatOutputTypeDef
  2. See ProcessingS3InputModeType
  3. See ProcessingS3DataDistributionTypeType

MonitoringOutputConfigOutputTypeDef#

# MonitoringOutputConfigOutputTypeDef definition

class MonitoringOutputConfigOutputTypeDef(TypedDict):
    MonitoringOutputs: list[MonitoringOutputTypeDef],  # (1)
    KmsKeyId: NotRequired[str],
  1. See MonitoringOutputTypeDef

MonitoringOutputConfigTypeDef#

# MonitoringOutputConfigTypeDef definition

class MonitoringOutputConfigTypeDef(TypedDict):
    MonitoringOutputs: Sequence[MonitoringOutputTypeDef],  # (1)
    KmsKeyId: NotRequired[str],
  1. See MonitoringOutputTypeDef

MemberDefinitionTypeDef#

# MemberDefinitionTypeDef definition

class MemberDefinitionTypeDef(TypedDict):
    CognitoMemberDefinition: NotRequired[CognitoMemberDefinitionTypeDef],  # (1)
    OidcMemberDefinition: NotRequired[OidcMemberDefinitionUnionTypeDef],  # (2)
  1. See CognitoMemberDefinitionTypeDef
  2. See OidcMemberDefinitionTypeDef OidcMemberDefinitionOutputTypeDef

OptimizationJobModelSourceTypeDef#

# OptimizationJobModelSourceTypeDef definition

class OptimizationJobModelSourceTypeDef(TypedDict):
    S3: NotRequired[OptimizationJobModelSourceS3TypeDef],  # (1)
  1. See OptimizationJobModelSourceS3TypeDef

CreateCompilationJobRequestRequestTypeDef#

# CreateCompilationJobRequestRequestTypeDef definition

class CreateCompilationJobRequestRequestTypeDef(TypedDict):
    CompilationJobName: str,
    RoleArn: str,
    OutputConfig: OutputConfigTypeDef,  # (1)
    StoppingCondition: StoppingConditionTypeDef,  # (2)
    ModelPackageVersionArn: NotRequired[str],
    InputConfig: NotRequired[InputConfigTypeDef],  # (3)
    VpcConfig: NotRequired[NeoVpcConfigTypeDef],  # (4)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (5)
  1. See OutputConfigTypeDef
  2. See StoppingConditionTypeDef
  3. See InputConfigTypeDef
  4. See NeoVpcConfigTypeDef
  5. See TagTypeDef

DescribeCompilationJobResponseTypeDef#

# DescribeCompilationJobResponseTypeDef definition

class DescribeCompilationJobResponseTypeDef(TypedDict):
    CompilationJobName: str,
    CompilationJobArn: str,
    CompilationJobStatus: CompilationJobStatusType,  # (1)
    CompilationStartTime: datetime,
    CompilationEndTime: datetime,
    StoppingCondition: StoppingConditionTypeDef,  # (2)
    InferenceImage: str,
    ModelPackageVersionArn: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    FailureReason: str,
    ModelArtifacts: ModelArtifactsTypeDef,  # (3)
    ModelDigests: ModelDigestsTypeDef,  # (4)
    RoleArn: str,
    InputConfig: InputConfigTypeDef,  # (5)
    OutputConfig: OutputConfigTypeDef,  # (6)
    VpcConfig: NeoVpcConfigOutputTypeDef,  # (7)
    DerivedInformation: DerivedInformationTypeDef,  # (8)
    ResponseMetadata: ResponseMetadataTypeDef,  # (9)
  1. See CompilationJobStatusType
  2. See StoppingConditionTypeDef
  3. See ModelArtifactsTypeDef
  4. See ModelDigestsTypeDef
  5. See InputConfigTypeDef
  6. See OutputConfigTypeDef
  7. See NeoVpcConfigOutputTypeDef
  8. See DerivedInformationTypeDef
  9. See ResponseMetadataTypeDef

PendingDeploymentSummaryTypeDef#

# PendingDeploymentSummaryTypeDef definition

class PendingDeploymentSummaryTypeDef(TypedDict):
    EndpointConfigName: str,
    ProductionVariants: NotRequired[list[PendingProductionVariantSummaryTypeDef]],  # (1)
    StartTime: NotRequired[datetime],
    ShadowProductionVariants: NotRequired[list[PendingProductionVariantSummaryTypeDef]],  # (1)
  1. See PendingProductionVariantSummaryTypeDef
  2. See PendingProductionVariantSummaryTypeDef

DescribeClusterSchedulerConfigResponseTypeDef#

# DescribeClusterSchedulerConfigResponseTypeDef definition

class DescribeClusterSchedulerConfigResponseTypeDef(TypedDict):
    ClusterSchedulerConfigArn: str,
    ClusterSchedulerConfigId: str,
    Name: str,
    ClusterSchedulerConfigVersion: int,
    Status: SchedulerResourceStatusType,  # (1)
    FailureReason: str,
    ClusterArn: str,
    SchedulerConfig: SchedulerConfigOutputTypeDef,  # (2)
    Description: str,
    CreationTime: datetime,
    CreatedBy: UserContextTypeDef,  # (3)
    LastModifiedTime: datetime,
    LastModifiedBy: UserContextTypeDef,  # (3)
    ResponseMetadata: ResponseMetadataTypeDef,  # (5)
  1. See SchedulerResourceStatusType
  2. See SchedulerConfigOutputTypeDef
  3. See UserContextTypeDef
  4. See UserContextTypeDef
  5. See ResponseMetadataTypeDef

CreateClusterSchedulerConfigRequestRequestTypeDef#

# CreateClusterSchedulerConfigRequestRequestTypeDef definition

class CreateClusterSchedulerConfigRequestRequestTypeDef(TypedDict):
    Name: str,
    ClusterArn: str,
    SchedulerConfig: SchedulerConfigTypeDef,  # (1)
    Description: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
  1. See SchedulerConfigTypeDef
  2. See TagTypeDef

UpdateClusterSchedulerConfigRequestRequestTypeDef#

# UpdateClusterSchedulerConfigRequestRequestTypeDef definition

class UpdateClusterSchedulerConfigRequestRequestTypeDef(TypedDict):
    ClusterSchedulerConfigId: str,
    TargetVersion: int,
    SchedulerConfig: NotRequired[SchedulerConfigTypeDef],  # (1)
    Description: NotRequired[str],
  1. See SchedulerConfigTypeDef

ProcessingOutputConfigOutputTypeDef#

# ProcessingOutputConfigOutputTypeDef definition

class ProcessingOutputConfigOutputTypeDef(TypedDict):
    Outputs: list[ProcessingOutputTypeDef],  # (1)
    KmsKeyId: NotRequired[str],
  1. See ProcessingOutputTypeDef

ProcessingOutputConfigTypeDef#

# ProcessingOutputConfigTypeDef definition

class ProcessingOutputConfigTypeDef(TypedDict):
    Outputs: Sequence[ProcessingOutputTypeDef],  # (1)
    KmsKeyId: NotRequired[str],
  1. See ProcessingOutputTypeDef

GetSearchSuggestionsRequestRequestTypeDef#

# GetSearchSuggestionsRequestRequestTypeDef definition

class GetSearchSuggestionsRequestRequestTypeDef(TypedDict):
    Resource: ResourceTypeType,  # (1)
    SuggestionQuery: NotRequired[SuggestionQueryTypeDef],  # (2)
  1. See ResourceTypeType
  2. See SuggestionQueryTypeDef

DescribeProjectOutputTypeDef#

# DescribeProjectOutputTypeDef definition

class DescribeProjectOutputTypeDef(TypedDict):
    ProjectArn: str,
    ProjectName: str,
    ProjectId: str,
    ProjectDescription: str,
    ServiceCatalogProvisioningDetails: ServiceCatalogProvisioningDetailsOutputTypeDef,  # (1)
    ServiceCatalogProvisionedProductDetails: ServiceCatalogProvisionedProductDetailsTypeDef,  # (2)
    ProjectStatus: ProjectStatusType,  # (3)
    CreatedBy: UserContextTypeDef,  # (4)
    CreationTime: datetime,
    LastModifiedTime: datetime,
    LastModifiedBy: UserContextTypeDef,  # (4)
    ResponseMetadata: ResponseMetadataTypeDef,  # (6)
  1. See ServiceCatalogProvisioningDetailsOutputTypeDef
  2. See ServiceCatalogProvisionedProductDetailsTypeDef
  3. See ProjectStatusType
  4. See UserContextTypeDef
  5. See UserContextTypeDef
  6. See ResponseMetadataTypeDef

ProjectTypeDef#

# ProjectTypeDef definition

class ProjectTypeDef(TypedDict):
    ProjectArn: NotRequired[str],
    ProjectName: NotRequired[str],
    ProjectId: NotRequired[str],
    ProjectDescription: NotRequired[str],
    ServiceCatalogProvisioningDetails: NotRequired[ServiceCatalogProvisioningDetailsOutputTypeDef],  # (1)
    ServiceCatalogProvisionedProductDetails: NotRequired[ServiceCatalogProvisionedProductDetailsTypeDef],  # (2)
    ProjectStatus: NotRequired[ProjectStatusType],  # (3)
    CreatedBy: NotRequired[UserContextTypeDef],  # (4)
    CreationTime: NotRequired[datetime],
    Tags: NotRequired[list[TagTypeDef]],  # (5)
    LastModifiedTime: NotRequired[datetime],
    LastModifiedBy: NotRequired[UserContextTypeDef],  # (4)
  1. See ServiceCatalogProvisioningDetailsOutputTypeDef
  2. See ServiceCatalogProvisionedProductDetailsTypeDef
  3. See ProjectStatusType
  4. See UserContextTypeDef
  5. See TagTypeDef
  6. See UserContextTypeDef

CreateProjectInputRequestTypeDef#

# CreateProjectInputRequestTypeDef definition

class CreateProjectInputRequestTypeDef(TypedDict):
    ProjectName: str,
    ServiceCatalogProvisioningDetails: ServiceCatalogProvisioningDetailsTypeDef,  # (1)
    ProjectDescription: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
  1. See ServiceCatalogProvisioningDetailsTypeDef
  2. See TagTypeDef

UpdateProjectInputRequestTypeDef#

# UpdateProjectInputRequestTypeDef definition

class UpdateProjectInputRequestTypeDef(TypedDict):
    ProjectName: str,
    ProjectDescription: NotRequired[str],
    ServiceCatalogProvisioningUpdateDetails: NotRequired[ServiceCatalogProvisioningUpdateDetailsTypeDef],  # (1)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
  1. See ServiceCatalogProvisioningUpdateDetailsTypeDef
  2. See TagTypeDef

HumanLoopConfigOutputTypeDef#

# HumanLoopConfigOutputTypeDef definition

class HumanLoopConfigOutputTypeDef(TypedDict):
    WorkteamArn: str,
    HumanTaskUiArn: str,
    TaskTitle: str,
    TaskDescription: str,
    TaskCount: int,
    TaskAvailabilityLifetimeInSeconds: NotRequired[int],
    TaskTimeLimitInSeconds: NotRequired[int],
    TaskKeywords: NotRequired[list[str]],
    PublicWorkforceTaskPrice: NotRequired[PublicWorkforceTaskPriceTypeDef],  # (1)
  1. See PublicWorkforceTaskPriceTypeDef

HumanLoopConfigTypeDef#

# HumanLoopConfigTypeDef definition

class HumanLoopConfigTypeDef(TypedDict):
    WorkteamArn: str,
    HumanTaskUiArn: str,
    TaskTitle: str,
    TaskDescription: str,
    TaskCount: int,
    TaskAvailabilityLifetimeInSeconds: NotRequired[int],
    TaskTimeLimitInSeconds: NotRequired[int],
    TaskKeywords: NotRequired[Sequence[str]],
    PublicWorkforceTaskPrice: NotRequired[PublicWorkforceTaskPriceTypeDef],  # (1)
  1. See PublicWorkforceTaskPriceTypeDef

HumanTaskConfigOutputTypeDef#

# HumanTaskConfigOutputTypeDef definition

class HumanTaskConfigOutputTypeDef(TypedDict):
    WorkteamArn: str,
    UiConfig: UiConfigTypeDef,  # (1)
    TaskTitle: str,
    TaskDescription: str,
    NumberOfHumanWorkersPerDataObject: int,
    TaskTimeLimitInSeconds: int,
    PreHumanTaskLambdaArn: NotRequired[str],
    TaskKeywords: NotRequired[list[str]],
    TaskAvailabilityLifetimeInSeconds: NotRequired[int],
    MaxConcurrentTaskCount: NotRequired[int],
    AnnotationConsolidationConfig: NotRequired[AnnotationConsolidationConfigTypeDef],  # (2)
    PublicWorkforceTaskPrice: NotRequired[PublicWorkforceTaskPriceTypeDef],  # (3)
  1. See UiConfigTypeDef
  2. See AnnotationConsolidationConfigTypeDef
  3. See PublicWorkforceTaskPriceTypeDef

HumanTaskConfigTypeDef#

# HumanTaskConfigTypeDef definition

class HumanTaskConfigTypeDef(TypedDict):
    WorkteamArn: str,
    UiConfig: UiConfigTypeDef,  # (1)
    TaskTitle: str,
    TaskDescription: str,
    NumberOfHumanWorkersPerDataObject: int,
    TaskTimeLimitInSeconds: int,
    PreHumanTaskLambdaArn: NotRequired[str],
    TaskKeywords: NotRequired[Sequence[str]],
    TaskAvailabilityLifetimeInSeconds: NotRequired[int],
    MaxConcurrentTaskCount: NotRequired[int],
    AnnotationConsolidationConfig: NotRequired[AnnotationConsolidationConfigTypeDef],  # (2)
    PublicWorkforceTaskPrice: NotRequired[PublicWorkforceTaskPriceTypeDef],  # (3)
  1. See UiConfigTypeDef
  2. See AnnotationConsolidationConfigTypeDef
  3. See PublicWorkforceTaskPriceTypeDef

RecommendationJobContainerConfigTypeDef#

# RecommendationJobContainerConfigTypeDef definition

class RecommendationJobContainerConfigTypeDef(TypedDict):
    Domain: NotRequired[str],
    Task: NotRequired[str],
    Framework: NotRequired[str],
    FrameworkVersion: NotRequired[str],
    PayloadConfig: NotRequired[RecommendationJobPayloadConfigUnionTypeDef],  # (1)
    NearestModelName: NotRequired[str],
    SupportedInstanceTypes: NotRequired[Sequence[str]],
    SupportedEndpointType: NotRequired[RecommendationJobSupportedEndpointTypeType],  # (2)
    DataInputConfig: NotRequired[str],
    SupportedResponseMIMETypes: NotRequired[Sequence[str]],
  1. See RecommendationJobPayloadConfigTypeDef RecommendationJobPayloadConfigOutputTypeDef
  2. See RecommendationJobSupportedEndpointTypeType

SearchTrainingPlanOfferingsResponseTypeDef#

# SearchTrainingPlanOfferingsResponseTypeDef definition

class SearchTrainingPlanOfferingsResponseTypeDef(TypedDict):
    TrainingPlanOfferings: list[TrainingPlanOfferingTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See TrainingPlanOfferingTypeDef
  2. See ResponseMetadataTypeDef

DataSourceTypeDef#

# DataSourceTypeDef definition

class DataSourceTypeDef(TypedDict):
    S3DataSource: NotRequired[S3DataSourceUnionTypeDef],  # (1)
    FileSystemDataSource: NotRequired[FileSystemDataSourceTypeDef],  # (2)
  1. See S3DataSourceTypeDef S3DataSourceOutputTypeDef
  2. See FileSystemDataSourceTypeDef

DescribePipelineExecutionResponseTypeDef#

# DescribePipelineExecutionResponseTypeDef definition

class DescribePipelineExecutionResponseTypeDef(TypedDict):
    PipelineArn: str,
    PipelineExecutionArn: str,
    PipelineExecutionDisplayName: str,
    PipelineExecutionStatus: PipelineExecutionStatusType,  # (1)
    PipelineExecutionDescription: str,
    PipelineExperimentConfig: PipelineExperimentConfigTypeDef,  # (2)
    FailureReason: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    CreatedBy: UserContextTypeDef,  # (3)
    LastModifiedBy: UserContextTypeDef,  # (3)
    ParallelismConfiguration: ParallelismConfigurationTypeDef,  # (5)
    SelectiveExecutionConfig: SelectiveExecutionConfigOutputTypeDef,  # (6)
    ResponseMetadata: ResponseMetadataTypeDef,  # (7)
  1. See PipelineExecutionStatusType
  2. See PipelineExperimentConfigTypeDef
  3. See UserContextTypeDef
  4. See UserContextTypeDef
  5. See ParallelismConfigurationTypeDef
  6. See SelectiveExecutionConfigOutputTypeDef
  7. See ResponseMetadataTypeDef

PipelineExecutionTypeDef#

# PipelineExecutionTypeDef definition

class PipelineExecutionTypeDef(TypedDict):
    PipelineArn: NotRequired[str],
    PipelineExecutionArn: NotRequired[str],
    PipelineExecutionDisplayName: NotRequired[str],
    PipelineExecutionStatus: NotRequired[PipelineExecutionStatusType],  # (1)
    PipelineExecutionDescription: NotRequired[str],
    PipelineExperimentConfig: NotRequired[PipelineExperimentConfigTypeDef],  # (2)
    FailureReason: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    CreatedBy: NotRequired[UserContextTypeDef],  # (3)
    LastModifiedBy: NotRequired[UserContextTypeDef],  # (3)
    ParallelismConfiguration: NotRequired[ParallelismConfigurationTypeDef],  # (5)
    SelectiveExecutionConfig: NotRequired[SelectiveExecutionConfigOutputTypeDef],  # (6)
    PipelineParameters: NotRequired[list[ParameterTypeDef]],  # (7)
  1. See PipelineExecutionStatusType
  2. See PipelineExperimentConfigTypeDef
  3. See UserContextTypeDef
  4. See UserContextTypeDef
  5. See ParallelismConfigurationTypeDef
  6. See SelectiveExecutionConfigOutputTypeDef
  7. See ParameterTypeDef

StartPipelineExecutionRequestRequestTypeDef#

# StartPipelineExecutionRequestRequestTypeDef definition

class StartPipelineExecutionRequestRequestTypeDef(TypedDict):
    PipelineName: str,
    ClientRequestToken: str,
    PipelineExecutionDisplayName: NotRequired[str],
    PipelineParameters: NotRequired[Sequence[ParameterTypeDef]],  # (1)
    PipelineExecutionDescription: NotRequired[str],
    ParallelismConfiguration: NotRequired[ParallelismConfigurationTypeDef],  # (2)
    SelectiveExecutionConfig: NotRequired[SelectiveExecutionConfigTypeDef],  # (3)
  1. See ParameterTypeDef
  2. See ParallelismConfigurationTypeDef
  3. See SelectiveExecutionConfigTypeDef

SpaceCodeEditorAppSettingsTypeDef#

# SpaceCodeEditorAppSettingsTypeDef definition

class SpaceCodeEditorAppSettingsTypeDef(TypedDict):
    DefaultResourceSpec: NotRequired[ResourceSpecTypeDef],  # (1)
    AppLifecycleManagement: NotRequired[SpaceAppLifecycleManagementTypeDef],  # (2)
  1. See ResourceSpecTypeDef
  2. See SpaceAppLifecycleManagementTypeDef

SpaceJupyterLabAppSettingsOutputTypeDef#

# SpaceJupyterLabAppSettingsOutputTypeDef definition

class SpaceJupyterLabAppSettingsOutputTypeDef(TypedDict):
    DefaultResourceSpec: NotRequired[ResourceSpecTypeDef],  # (1)
    CodeRepositories: NotRequired[list[CodeRepositoryTypeDef]],  # (2)
    AppLifecycleManagement: NotRequired[SpaceAppLifecycleManagementTypeDef],  # (3)
  1. See ResourceSpecTypeDef
  2. See CodeRepositoryTypeDef
  3. See SpaceAppLifecycleManagementTypeDef

SpaceJupyterLabAppSettingsTypeDef#

# SpaceJupyterLabAppSettingsTypeDef definition

class SpaceJupyterLabAppSettingsTypeDef(TypedDict):
    DefaultResourceSpec: NotRequired[ResourceSpecTypeDef],  # (1)
    CodeRepositories: NotRequired[Sequence[CodeRepositoryTypeDef]],  # (2)
    AppLifecycleManagement: NotRequired[SpaceAppLifecycleManagementTypeDef],  # (3)
  1. See ResourceSpecTypeDef
  2. See CodeRepositoryTypeDef
  3. See SpaceAppLifecycleManagementTypeDef

AlgorithmSpecificationOutputTypeDef#

# AlgorithmSpecificationOutputTypeDef definition

class AlgorithmSpecificationOutputTypeDef(TypedDict):
    TrainingInputMode: TrainingInputModeType,  # (1)
    TrainingImage: NotRequired[str],
    AlgorithmName: NotRequired[str],
    MetricDefinitions: NotRequired[list[MetricDefinitionTypeDef]],  # (2)
    EnableSageMakerMetricsTimeSeries: NotRequired[bool],
    ContainerEntrypoint: NotRequired[list[str]],
    ContainerArguments: NotRequired[list[str]],
    TrainingImageConfig: NotRequired[TrainingImageConfigTypeDef],  # (3)
  1. See TrainingInputModeType
  2. See MetricDefinitionTypeDef
  3. See TrainingImageConfigTypeDef

AlgorithmSpecificationTypeDef#

# AlgorithmSpecificationTypeDef definition

class AlgorithmSpecificationTypeDef(TypedDict):
    TrainingInputMode: TrainingInputModeType,  # (1)
    TrainingImage: NotRequired[str],
    AlgorithmName: NotRequired[str],
    MetricDefinitions: NotRequired[Sequence[MetricDefinitionTypeDef]],  # (2)
    EnableSageMakerMetricsTimeSeries: NotRequired[bool],
    ContainerEntrypoint: NotRequired[Sequence[str]],
    ContainerArguments: NotRequired[Sequence[str]],
    TrainingImageConfig: NotRequired[TrainingImageConfigTypeDef],  # (3)
  1. See TrainingInputModeType
  2. See MetricDefinitionTypeDef
  3. See TrainingImageConfigTypeDef

TransformInputTypeDef#

# TransformInputTypeDef definition

class TransformInputTypeDef(TypedDict):
    DataSource: TransformDataSourceTypeDef,  # (1)
    ContentType: NotRequired[str],
    CompressionType: NotRequired[CompressionTypeType],  # (2)
    SplitType: NotRequired[SplitTypeType],  # (3)
  1. See TransformDataSourceTypeDef
  2. See CompressionTypeType
  3. See SplitTypeType

DescribeWorkforceResponseTypeDef#

# DescribeWorkforceResponseTypeDef definition

class DescribeWorkforceResponseTypeDef(TypedDict):
    Workforce: WorkforceTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See WorkforceTypeDef
  2. See ResponseMetadataTypeDef

ListWorkforcesResponseTypeDef#

# ListWorkforcesResponseTypeDef definition

class ListWorkforcesResponseTypeDef(TypedDict):
    Workforces: list[WorkforceTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See WorkforceTypeDef
  2. See ResponseMetadataTypeDef

UpdateWorkforceResponseTypeDef#

# UpdateWorkforceResponseTypeDef definition

class UpdateWorkforceResponseTypeDef(TypedDict):
    Workforce: WorkforceTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See WorkforceTypeDef
  2. See ResponseMetadataTypeDef

DefaultSpaceSettingsOutputTypeDef#

# DefaultSpaceSettingsOutputTypeDef definition

class DefaultSpaceSettingsOutputTypeDef(TypedDict):
    ExecutionRole: NotRequired[str],
    SecurityGroups: NotRequired[list[str]],
    JupyterServerAppSettings: NotRequired[JupyterServerAppSettingsOutputTypeDef],  # (1)
    KernelGatewayAppSettings: NotRequired[KernelGatewayAppSettingsOutputTypeDef],  # (2)
    JupyterLabAppSettings: NotRequired[JupyterLabAppSettingsOutputTypeDef],  # (3)
    SpaceStorageSettings: NotRequired[DefaultSpaceStorageSettingsTypeDef],  # (4)
    CustomPosixUserConfig: NotRequired[CustomPosixUserConfigTypeDef],  # (5)
    CustomFileSystemConfigs: NotRequired[list[CustomFileSystemConfigTypeDef]],  # (6)
  1. See JupyterServerAppSettingsOutputTypeDef
  2. See KernelGatewayAppSettingsOutputTypeDef
  3. See JupyterLabAppSettingsOutputTypeDef
  4. See DefaultSpaceStorageSettingsTypeDef
  5. See CustomPosixUserConfigTypeDef
  6. See CustomFileSystemConfigTypeDef

UserSettingsOutputTypeDef#

# UserSettingsOutputTypeDef definition

class UserSettingsOutputTypeDef(TypedDict):
    ExecutionRole: NotRequired[str],
    SecurityGroups: NotRequired[list[str]],
    SharingSettings: NotRequired[SharingSettingsTypeDef],  # (1)
    JupyterServerAppSettings: NotRequired[JupyterServerAppSettingsOutputTypeDef],  # (2)
    KernelGatewayAppSettings: NotRequired[KernelGatewayAppSettingsOutputTypeDef],  # (3)
    TensorBoardAppSettings: NotRequired[TensorBoardAppSettingsTypeDef],  # (4)
    RStudioServerProAppSettings: NotRequired[RStudioServerProAppSettingsTypeDef],  # (5)
    RSessionAppSettings: NotRequired[RSessionAppSettingsOutputTypeDef],  # (6)
    CanvasAppSettings: NotRequired[CanvasAppSettingsOutputTypeDef],  # (7)
    CodeEditorAppSettings: NotRequired[CodeEditorAppSettingsOutputTypeDef],  # (8)
    JupyterLabAppSettings: NotRequired[JupyterLabAppSettingsOutputTypeDef],  # (9)
    SpaceStorageSettings: NotRequired[DefaultSpaceStorageSettingsTypeDef],  # (10)
    DefaultLandingUri: NotRequired[str],
    StudioWebPortal: NotRequired[StudioWebPortalType],  # (11)
    CustomPosixUserConfig: NotRequired[CustomPosixUserConfigTypeDef],  # (12)
    CustomFileSystemConfigs: NotRequired[list[CustomFileSystemConfigTypeDef]],  # (13)
    StudioWebPortalSettings: NotRequired[StudioWebPortalSettingsOutputTypeDef],  # (14)
    AutoMountHomeEFS: NotRequired[AutoMountHomeEFSType],  # (15)
  1. See SharingSettingsTypeDef
  2. See JupyterServerAppSettingsOutputTypeDef
  3. See KernelGatewayAppSettingsOutputTypeDef
  4. See TensorBoardAppSettingsTypeDef
  5. See RStudioServerProAppSettingsTypeDef
  6. See RSessionAppSettingsOutputTypeDef
  7. See CanvasAppSettingsOutputTypeDef
  8. See CodeEditorAppSettingsOutputTypeDef
  9. See JupyterLabAppSettingsOutputTypeDef
  10. See DefaultSpaceStorageSettingsTypeDef
  11. See StudioWebPortalType
  12. See CustomPosixUserConfigTypeDef
  13. See CustomFileSystemConfigTypeDef
  14. See StudioWebPortalSettingsOutputTypeDef
  15. See AutoMountHomeEFSType

ListArtifactsResponseTypeDef#

# ListArtifactsResponseTypeDef definition

class ListArtifactsResponseTypeDef(TypedDict):
    ArtifactSummaries: list[ArtifactSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See ArtifactSummaryTypeDef
  2. See ResponseMetadataTypeDef

AutoMLProblemTypeConfigOutputTypeDef#

# AutoMLProblemTypeConfigOutputTypeDef definition

class AutoMLProblemTypeConfigOutputTypeDef(TypedDict):
    ImageClassificationJobConfig: NotRequired[ImageClassificationJobConfigTypeDef],  # (1)
    TextClassificationJobConfig: NotRequired[TextClassificationJobConfigTypeDef],  # (2)
    TimeSeriesForecastingJobConfig: NotRequired[TimeSeriesForecastingJobConfigOutputTypeDef],  # (3)
    TabularJobConfig: NotRequired[TabularJobConfigOutputTypeDef],  # (4)
    TextGenerationJobConfig: NotRequired[TextGenerationJobConfigOutputTypeDef],  # (5)
  1. See ImageClassificationJobConfigTypeDef
  2. See TextClassificationJobConfigTypeDef
  3. See TimeSeriesForecastingJobConfigOutputTypeDef
  4. See TabularJobConfigOutputTypeDef
  5. See TextGenerationJobConfigOutputTypeDef

PipelineExecutionStepTypeDef#

# PipelineExecutionStepTypeDef definition

class PipelineExecutionStepTypeDef(TypedDict):
    StepName: NotRequired[str],
    StepDisplayName: NotRequired[str],
    StepDescription: NotRequired[str],
    StartTime: NotRequired[datetime],
    EndTime: NotRequired[datetime],
    StepStatus: NotRequired[StepStatusType],  # (1)
    CacheHitResult: NotRequired[CacheHitResultTypeDef],  # (2)
    FailureReason: NotRequired[str],
    Metadata: NotRequired[PipelineExecutionStepMetadataTypeDef],  # (3)
    AttemptCount: NotRequired[int],
    SelectiveExecutionResult: NotRequired[SelectiveExecutionResultTypeDef],  # (4)
  1. See StepStatusType
  2. See CacheHitResultTypeDef
  3. See PipelineExecutionStepMetadataTypeDef
  4. See SelectiveExecutionResultTypeDef

DescribeAutoMLJobResponseTypeDef#

# DescribeAutoMLJobResponseTypeDef definition

class DescribeAutoMLJobResponseTypeDef(TypedDict):
    AutoMLJobName: str,
    AutoMLJobArn: str,
    InputDataConfig: list[AutoMLChannelTypeDef],  # (1)
    OutputDataConfig: AutoMLOutputDataConfigTypeDef,  # (2)
    RoleArn: str,
    AutoMLJobObjective: AutoMLJobObjectiveTypeDef,  # (3)
    ProblemType: ProblemTypeType,  # (4)
    AutoMLJobConfig: AutoMLJobConfigOutputTypeDef,  # (5)
    CreationTime: datetime,
    EndTime: datetime,
    LastModifiedTime: datetime,
    FailureReason: str,
    PartialFailureReasons: list[AutoMLPartialFailureReasonTypeDef],  # (6)
    BestCandidate: AutoMLCandidateTypeDef,  # (7)
    AutoMLJobStatus: AutoMLJobStatusType,  # (8)
    AutoMLJobSecondaryStatus: AutoMLJobSecondaryStatusType,  # (9)
    GenerateCandidateDefinitionsOnly: bool,
    AutoMLJobArtifacts: AutoMLJobArtifactsTypeDef,  # (10)
    ResolvedAttributes: ResolvedAttributesTypeDef,  # (11)
    ModelDeployConfig: ModelDeployConfigTypeDef,  # (12)
    ModelDeployResult: ModelDeployResultTypeDef,  # (13)
    ResponseMetadata: ResponseMetadataTypeDef,  # (14)
  1. See AutoMLChannelTypeDef
  2. See AutoMLOutputDataConfigTypeDef
  3. See AutoMLJobObjectiveTypeDef
  4. See ProblemTypeType
  5. See AutoMLJobConfigOutputTypeDef
  6. See AutoMLPartialFailureReasonTypeDef
  7. See AutoMLCandidateTypeDef
  8. See AutoMLJobStatusType
  9. See AutoMLJobSecondaryStatusType
  10. See AutoMLJobArtifactsTypeDef
  11. See ResolvedAttributesTypeDef
  12. See ModelDeployConfigTypeDef
  13. See ModelDeployResultTypeDef
  14. See ResponseMetadataTypeDef

ListCandidatesForAutoMLJobResponseTypeDef#

# ListCandidatesForAutoMLJobResponseTypeDef definition

class ListCandidatesForAutoMLJobResponseTypeDef(TypedDict):
    Candidates: list[AutoMLCandidateTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See AutoMLCandidateTypeDef
  2. See ResponseMetadataTypeDef

DeploymentConfigOutputTypeDef#

# DeploymentConfigOutputTypeDef definition

class DeploymentConfigOutputTypeDef(TypedDict):
    BlueGreenUpdatePolicy: NotRequired[BlueGreenUpdatePolicyTypeDef],  # (1)
    RollingUpdatePolicy: NotRequired[RollingUpdatePolicyTypeDef],  # (2)
    AutoRollbackConfiguration: NotRequired[AutoRollbackConfigOutputTypeDef],  # (3)
  1. See BlueGreenUpdatePolicyTypeDef
  2. See RollingUpdatePolicyTypeDef
  3. See AutoRollbackConfigOutputTypeDef

DeploymentConfigTypeDef#

# DeploymentConfigTypeDef definition

class DeploymentConfigTypeDef(TypedDict):
    BlueGreenUpdatePolicy: NotRequired[BlueGreenUpdatePolicyTypeDef],  # (1)
    RollingUpdatePolicy: NotRequired[RollingUpdatePolicyTypeDef],  # (2)
    AutoRollbackConfiguration: NotRequired[AutoRollbackConfigUnionTypeDef],  # (3)
  1. See BlueGreenUpdatePolicyTypeDef
  2. See RollingUpdatePolicyTypeDef
  3. See AutoRollbackConfigTypeDef AutoRollbackConfigOutputTypeDef

RecommendationJobInputConfigOutputTypeDef#

# RecommendationJobInputConfigOutputTypeDef definition

class RecommendationJobInputConfigOutputTypeDef(TypedDict):
    ModelPackageVersionArn: NotRequired[str],
    ModelName: NotRequired[str],
    JobDurationInSeconds: NotRequired[int],
    TrafficPattern: NotRequired[TrafficPatternOutputTypeDef],  # (1)
    ResourceLimit: NotRequired[RecommendationJobResourceLimitTypeDef],  # (2)
    EndpointConfigurations: NotRequired[list[EndpointInputConfigurationOutputTypeDef]],  # (3)
    VolumeKmsKeyId: NotRequired[str],
    ContainerConfig: NotRequired[RecommendationJobContainerConfigOutputTypeDef],  # (4)
    Endpoints: NotRequired[list[EndpointInfoTypeDef]],  # (5)
    VpcConfig: NotRequired[RecommendationJobVpcConfigOutputTypeDef],  # (6)
  1. See TrafficPatternOutputTypeDef
  2. See RecommendationJobResourceLimitTypeDef
  3. See EndpointInputConfigurationOutputTypeDef
  4. See RecommendationJobContainerConfigOutputTypeDef
  5. See EndpointInfoTypeDef
  6. See RecommendationJobVpcConfigOutputTypeDef

ExplainerConfigOutputTypeDef#

# ExplainerConfigOutputTypeDef definition

class ExplainerConfigOutputTypeDef(TypedDict):
    ClarifyExplainerConfig: NotRequired[ClarifyExplainerConfigOutputTypeDef],  # (1)
  1. See ClarifyExplainerConfigOutputTypeDef

DescribeClusterResponseTypeDef#

# DescribeClusterResponseTypeDef definition

class DescribeClusterResponseTypeDef(TypedDict):
    ClusterArn: str,
    ClusterName: str,
    ClusterStatus: ClusterStatusType,  # (1)
    CreationTime: datetime,
    FailureMessage: str,
    InstanceGroups: list[ClusterInstanceGroupDetailsTypeDef],  # (2)
    VpcConfig: VpcConfigOutputTypeDef,  # (3)
    Orchestrator: ClusterOrchestratorTypeDef,  # (4)
    NodeRecovery: ClusterNodeRecoveryType,  # (5)
    ResponseMetadata: ResponseMetadataTypeDef,  # (6)
  1. See ClusterStatusType
  2. See ClusterInstanceGroupDetailsTypeDef
  3. See VpcConfigOutputTypeDef
  4. See ClusterOrchestratorTypeDef
  5. See ClusterNodeRecoveryType
  6. See ResponseMetadataTypeDef

DescribeClusterNodeResponseTypeDef#

# DescribeClusterNodeResponseTypeDef definition

class DescribeClusterNodeResponseTypeDef(TypedDict):
    NodeDetails: ClusterNodeDetailsTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See ClusterNodeDetailsTypeDef
  2. See ResponseMetadataTypeDef

CreateFeatureGroupRequestRequestTypeDef#

# CreateFeatureGroupRequestRequestTypeDef definition

class CreateFeatureGroupRequestRequestTypeDef(TypedDict):
    FeatureGroupName: str,
    RecordIdentifierFeatureName: str,
    EventTimeFeatureName: str,
    FeatureDefinitions: Sequence[FeatureDefinitionTypeDef],  # (1)
    OnlineStoreConfig: NotRequired[OnlineStoreConfigTypeDef],  # (2)
    OfflineStoreConfig: NotRequired[OfflineStoreConfigTypeDef],  # (3)
    ThroughputConfig: NotRequired[ThroughputConfigTypeDef],  # (4)
    RoleArn: NotRequired[str],
    Description: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (5)
  1. See FeatureDefinitionTypeDef
  2. See OnlineStoreConfigTypeDef
  3. See OfflineStoreConfigTypeDef
  4. See ThroughputConfigTypeDef
  5. See TagTypeDef

DescribeFeatureGroupResponseTypeDef#

# DescribeFeatureGroupResponseTypeDef definition

class DescribeFeatureGroupResponseTypeDef(TypedDict):
    FeatureGroupArn: str,
    FeatureGroupName: str,
    RecordIdentifierFeatureName: str,
    EventTimeFeatureName: str,
    FeatureDefinitions: list[FeatureDefinitionTypeDef],  # (1)
    CreationTime: datetime,
    LastModifiedTime: datetime,
    OnlineStoreConfig: OnlineStoreConfigTypeDef,  # (2)
    OfflineStoreConfig: OfflineStoreConfigTypeDef,  # (3)
    ThroughputConfig: ThroughputConfigDescriptionTypeDef,  # (4)
    RoleArn: str,
    FeatureGroupStatus: FeatureGroupStatusType,  # (5)
    OfflineStoreStatus: OfflineStoreStatusTypeDef,  # (6)
    LastUpdateStatus: LastUpdateStatusTypeDef,  # (7)
    FailureReason: str,
    Description: str,
    NextToken: str,
    OnlineStoreTotalSizeBytes: int,
    ResponseMetadata: ResponseMetadataTypeDef,  # (8)
  1. See FeatureDefinitionTypeDef
  2. See OnlineStoreConfigTypeDef
  3. See OfflineStoreConfigTypeDef
  4. See ThroughputConfigDescriptionTypeDef
  5. See FeatureGroupStatusType
  6. See OfflineStoreStatusTypeDef
  7. See LastUpdateStatusTypeDef
  8. See ResponseMetadataTypeDef

FeatureGroupTypeDef#

# FeatureGroupTypeDef definition

class FeatureGroupTypeDef(TypedDict):
    FeatureGroupArn: NotRequired[str],
    FeatureGroupName: NotRequired[str],
    RecordIdentifierFeatureName: NotRequired[str],
    EventTimeFeatureName: NotRequired[str],
    FeatureDefinitions: NotRequired[list[FeatureDefinitionTypeDef]],  # (1)
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    OnlineStoreConfig: NotRequired[OnlineStoreConfigTypeDef],  # (2)
    OfflineStoreConfig: NotRequired[OfflineStoreConfigTypeDef],  # (3)
    RoleArn: NotRequired[str],
    FeatureGroupStatus: NotRequired[FeatureGroupStatusType],  # (4)
    OfflineStoreStatus: NotRequired[OfflineStoreStatusTypeDef],  # (5)
    LastUpdateStatus: NotRequired[LastUpdateStatusTypeDef],  # (6)
    FailureReason: NotRequired[str],
    Description: NotRequired[str],
    Tags: NotRequired[list[TagTypeDef]],  # (7)
  1. See FeatureDefinitionTypeDef
  2. See OnlineStoreConfigTypeDef
  3. See OfflineStoreConfigTypeDef
  4. See FeatureGroupStatusType
  5. See OfflineStoreStatusTypeDef
  6. See LastUpdateStatusTypeDef
  7. See TagTypeDef

UpdateFeatureGroupRequestRequestTypeDef#

# UpdateFeatureGroupRequestRequestTypeDef definition

class UpdateFeatureGroupRequestRequestTypeDef(TypedDict):
    FeatureGroupName: str,
    FeatureAdditions: NotRequired[Sequence[FeatureDefinitionTypeDef]],  # (1)
    OnlineStoreConfig: NotRequired[OnlineStoreConfigUpdateTypeDef],  # (2)
    ThroughputConfig: NotRequired[ThroughputConfigUpdateTypeDef],  # (3)
  1. See FeatureDefinitionTypeDef
  2. See OnlineStoreConfigUpdateTypeDef
  3. See ThroughputConfigUpdateTypeDef

ListComputeQuotasResponseTypeDef#

# ListComputeQuotasResponseTypeDef definition

class ListComputeQuotasResponseTypeDef(TypedDict):
    ComputeQuotaSummaries: list[ComputeQuotaSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See ComputeQuotaSummaryTypeDef
  2. See ResponseMetadataTypeDef

CreateAppImageConfigRequestRequestTypeDef#

# CreateAppImageConfigRequestRequestTypeDef definition

class CreateAppImageConfigRequestRequestTypeDef(TypedDict):
    AppImageConfigName: str,
    Tags: NotRequired[Sequence[TagTypeDef]],  # (1)
    KernelGatewayImageConfig: NotRequired[KernelGatewayImageConfigTypeDef],  # (2)
    JupyterLabAppImageConfig: NotRequired[JupyterLabAppImageConfigTypeDef],  # (3)
    CodeEditorAppImageConfig: NotRequired[CodeEditorAppImageConfigTypeDef],  # (4)
  1. See TagTypeDef
  2. See KernelGatewayImageConfigTypeDef
  3. See JupyterLabAppImageConfigTypeDef
  4. See CodeEditorAppImageConfigTypeDef

UpdateAppImageConfigRequestRequestTypeDef#

# UpdateAppImageConfigRequestRequestTypeDef definition

class UpdateAppImageConfigRequestRequestTypeDef(TypedDict):
    AppImageConfigName: str,
    KernelGatewayImageConfig: NotRequired[KernelGatewayImageConfigTypeDef],  # (1)
    JupyterLabAppImageConfig: NotRequired[JupyterLabAppImageConfigTypeDef],  # (2)
    CodeEditorAppImageConfig: NotRequired[CodeEditorAppImageConfigTypeDef],  # (3)
  1. See KernelGatewayImageConfigTypeDef
  2. See JupyterLabAppImageConfigTypeDef
  3. See CodeEditorAppImageConfigTypeDef

CreateClusterRequestRequestTypeDef#

# CreateClusterRequestRequestTypeDef definition

class CreateClusterRequestRequestTypeDef(TypedDict):
    ClusterName: str,
    InstanceGroups: Sequence[ClusterInstanceGroupSpecificationTypeDef],  # (1)
    VpcConfig: NotRequired[VpcConfigTypeDef],  # (2)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (3)
    Orchestrator: NotRequired[ClusterOrchestratorTypeDef],  # (4)
    NodeRecovery: NotRequired[ClusterNodeRecoveryType],  # (5)
  1. See ClusterInstanceGroupSpecificationTypeDef
  2. See VpcConfigTypeDef
  3. See TagTypeDef
  4. See ClusterOrchestratorTypeDef
  5. See ClusterNodeRecoveryType

UpdateClusterRequestRequestTypeDef#

# UpdateClusterRequestRequestTypeDef definition

class UpdateClusterRequestRequestTypeDef(TypedDict):
    ClusterName: str,
    InstanceGroups: Sequence[ClusterInstanceGroupSpecificationTypeDef],  # (1)
    NodeRecovery: NotRequired[ClusterNodeRecoveryType],  # (2)
  1. See ClusterInstanceGroupSpecificationTypeDef
  2. See ClusterNodeRecoveryType

HyperParameterTrainingJobDefinitionOutputTypeDef#

# HyperParameterTrainingJobDefinitionOutputTypeDef definition

class HyperParameterTrainingJobDefinitionOutputTypeDef(TypedDict):
    AlgorithmSpecification: HyperParameterAlgorithmSpecificationOutputTypeDef,  # (3)
    RoleArn: str,
    OutputDataConfig: OutputDataConfigTypeDef,  # (6)
    StoppingCondition: StoppingConditionTypeDef,  # (9)
    DefinitionName: NotRequired[str],
    TuningObjective: NotRequired[HyperParameterTuningJobObjectiveTypeDef],  # (1)
    HyperParameterRanges: NotRequired[ParameterRangesOutputTypeDef],  # (2)
    StaticHyperParameters: NotRequired[dict[str, str]],
    InputDataConfig: NotRequired[list[ChannelOutputTypeDef]],  # (4)
    VpcConfig: NotRequired[VpcConfigOutputTypeDef],  # (5)
    ResourceConfig: NotRequired[ResourceConfigOutputTypeDef],  # (7)
    HyperParameterTuningResourceConfig: NotRequired[HyperParameterTuningResourceConfigOutputTypeDef],  # (8)
    EnableNetworkIsolation: NotRequired[bool],
    EnableInterContainerTrafficEncryption: NotRequired[bool],
    EnableManagedSpotTraining: NotRequired[bool],
    CheckpointConfig: NotRequired[CheckpointConfigTypeDef],  # (10)
    RetryStrategy: NotRequired[RetryStrategyTypeDef],  # (11)
    Environment: NotRequired[dict[str, str]],
  1. See HyperParameterTuningJobObjectiveTypeDef
  2. See ParameterRangesOutputTypeDef
  3. See HyperParameterAlgorithmSpecificationOutputTypeDef
  4. See ChannelOutputTypeDef
  5. See VpcConfigOutputTypeDef
  6. See OutputDataConfigTypeDef
  7. See ResourceConfigOutputTypeDef
  8. See HyperParameterTuningResourceConfigOutputTypeDef
  9. See StoppingConditionTypeDef
  10. See CheckpointConfigTypeDef
  11. See RetryStrategyTypeDef

TrainingJobDefinitionOutputTypeDef#

# TrainingJobDefinitionOutputTypeDef definition

class TrainingJobDefinitionOutputTypeDef(TypedDict):
    TrainingInputMode: TrainingInputModeType,  # (1)
    InputDataConfig: list[ChannelOutputTypeDef],  # (2)
    OutputDataConfig: OutputDataConfigTypeDef,  # (3)
    ResourceConfig: ResourceConfigOutputTypeDef,  # (4)
    StoppingCondition: StoppingConditionTypeDef,  # (5)
    HyperParameters: NotRequired[dict[str, str]],
  1. See TrainingInputModeType
  2. See ChannelOutputTypeDef
  3. See OutputDataConfigTypeDef
  4. See ResourceConfigOutputTypeDef
  5. See StoppingConditionTypeDef

DescribeInferenceComponentOutputTypeDef#

# DescribeInferenceComponentOutputTypeDef definition

class DescribeInferenceComponentOutputTypeDef(TypedDict):
    InferenceComponentName: str,
    InferenceComponentArn: str,
    EndpointName: str,
    EndpointArn: str,
    VariantName: str,
    FailureReason: str,
    Specification: InferenceComponentSpecificationSummaryTypeDef,  # (1)
    RuntimeConfig: InferenceComponentRuntimeConfigSummaryTypeDef,  # (2)
    CreationTime: datetime,
    LastModifiedTime: datetime,
    InferenceComponentStatus: InferenceComponentStatusType,  # (3)
    ResponseMetadata: ResponseMetadataTypeDef,  # (4)
  1. See InferenceComponentSpecificationSummaryTypeDef
  2. See InferenceComponentRuntimeConfigSummaryTypeDef
  3. See InferenceComponentStatusType
  4. See ResponseMetadataTypeDef

CreateEdgeDeploymentPlanRequestRequestTypeDef#

# CreateEdgeDeploymentPlanRequestRequestTypeDef definition

class CreateEdgeDeploymentPlanRequestRequestTypeDef(TypedDict):
    EdgeDeploymentPlanName: str,
    ModelConfigs: Sequence[EdgeDeploymentModelConfigTypeDef],  # (1)
    DeviceFleetName: str,
    Stages: NotRequired[Sequence[DeploymentStageTypeDef]],  # (2)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (3)
  1. See EdgeDeploymentModelConfigTypeDef
  2. See DeploymentStageTypeDef
  3. See TagTypeDef

CreateEdgeDeploymentStageRequestRequestTypeDef#

# CreateEdgeDeploymentStageRequestRequestTypeDef definition

class CreateEdgeDeploymentStageRequestRequestTypeDef(TypedDict):
    EdgeDeploymentPlanName: str,
    Stages: Sequence[DeploymentStageTypeDef],  # (1)
  1. See DeploymentStageTypeDef

SpaceDetailsTypeDef#

# SpaceDetailsTypeDef definition

class SpaceDetailsTypeDef(TypedDict):
    DomainId: NotRequired[str],
    SpaceName: NotRequired[str],
    Status: NotRequired[SpaceStatusType],  # (1)
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    SpaceSettingsSummary: NotRequired[SpaceSettingsSummaryTypeDef],  # (2)
    SpaceSharingSettingsSummary: NotRequired[SpaceSharingSettingsSummaryTypeDef],  # (3)
    OwnershipSettingsSummary: NotRequired[OwnershipSettingsSummaryTypeDef],  # (4)
    SpaceDisplayName: NotRequired[str],
  1. See SpaceStatusType
  2. See SpaceSettingsSummaryTypeDef
  3. See SpaceSharingSettingsSummaryTypeDef
  4. See OwnershipSettingsSummaryTypeDef

InferenceRecommendationsJobStepTypeDef#

# InferenceRecommendationsJobStepTypeDef definition

class InferenceRecommendationsJobStepTypeDef(TypedDict):
    StepType: RecommendationStepTypeType,  # (1)
    JobName: str,
    Status: RecommendationJobStatusType,  # (2)
    InferenceBenchmark: NotRequired[RecommendationJobInferenceBenchmarkTypeDef],  # (3)
  1. See RecommendationStepTypeType
  2. See RecommendationJobStatusType
  3. See RecommendationJobInferenceBenchmarkTypeDef

SearchRequestPaginateTypeDef#

# SearchRequestPaginateTypeDef definition

class SearchRequestPaginateTypeDef(TypedDict):
    Resource: ResourceTypeType,  # (1)
    SearchExpression: NotRequired[SearchExpressionPaginatorTypeDef],  # (2)
    SortBy: NotRequired[str],
    SortOrder: NotRequired[SearchSortOrderType],  # (3)
    CrossAccountFilterOption: NotRequired[CrossAccountFilterOptionType],  # (4)
    VisibilityConditions: NotRequired[Sequence[VisibilityConditionsTypeDef]],  # (5)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (6)
  1. See ResourceTypeType
  2. See SearchExpressionPaginatorTypeDef
  3. See SearchSortOrderType
  4. See CrossAccountFilterOptionType
  5. See VisibilityConditionsTypeDef
  6. See PaginatorConfigTypeDef

SearchRequestRequestTypeDef#

# SearchRequestRequestTypeDef definition

class SearchRequestRequestTypeDef(TypedDict):
    Resource: ResourceTypeType,  # (1)
    SearchExpression: NotRequired[SearchExpressionTypeDef],  # (2)
    SortBy: NotRequired[str],
    SortOrder: NotRequired[SearchSortOrderType],  # (3)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    CrossAccountFilterOption: NotRequired[CrossAccountFilterOptionType],  # (4)
    VisibilityConditions: NotRequired[Sequence[VisibilityConditionsTypeDef]],  # (5)
  1. See ResourceTypeType
  2. See SearchExpressionTypeDef
  3. See SearchSortOrderType
  4. See CrossAccountFilterOptionType
  5. See VisibilityConditionsTypeDef

ListAssociationsResponseTypeDef#

# ListAssociationsResponseTypeDef definition

class ListAssociationsResponseTypeDef(TypedDict):
    AssociationSummaries: list[AssociationSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See AssociationSummaryTypeDef
  2. See ResponseMetadataTypeDef

TrialTypeDef#

# TrialTypeDef definition

class TrialTypeDef(TypedDict):
    TrialName: NotRequired[str],
    TrialArn: NotRequired[str],
    DisplayName: NotRequired[str],
    ExperimentName: NotRequired[str],
    Source: NotRequired[TrialSourceTypeDef],  # (1)
    CreationTime: NotRequired[datetime],
    CreatedBy: NotRequired[UserContextTypeDef],  # (2)
    LastModifiedTime: NotRequired[datetime],
    LastModifiedBy: NotRequired[UserContextTypeDef],  # (2)
    MetadataProperties: NotRequired[MetadataPropertiesTypeDef],  # (4)
    Tags: NotRequired[list[TagTypeDef]],  # (5)
    TrialComponentSummaries: NotRequired[list[TrialComponentSimpleSummaryTypeDef]],  # (6)
  1. See TrialSourceTypeDef
  2. See UserContextTypeDef
  3. See UserContextTypeDef
  4. See MetadataPropertiesTypeDef
  5. See TagTypeDef
  6. See TrialComponentSimpleSummaryTypeDef

ListTrialComponentsResponseTypeDef#

# ListTrialComponentsResponseTypeDef definition

class ListTrialComponentsResponseTypeDef(TypedDict):
    TrialComponentSummaries: list[TrialComponentSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See TrialComponentSummaryTypeDef
  2. See ResponseMetadataTypeDef

WorkteamTypeDef#

# WorkteamTypeDef definition

class WorkteamTypeDef(TypedDict):
    WorkteamName: str,
    MemberDefinitions: list[MemberDefinitionOutputTypeDef],  # (1)
    WorkteamArn: str,
    Description: str,
    WorkforceArn: NotRequired[str],
    ProductListingIds: NotRequired[list[str]],
    SubDomain: NotRequired[str],
    CreateDate: NotRequired[datetime],
    LastUpdatedDate: NotRequired[datetime],
    NotificationConfiguration: NotRequired[NotificationConfigurationTypeDef],  # (2)
    WorkerAccessConfiguration: NotRequired[WorkerAccessConfigurationTypeDef],  # (3)
  1. See MemberDefinitionOutputTypeDef
  2. See NotificationConfigurationTypeDef
  3. See WorkerAccessConfigurationTypeDef

TrainingSpecificationOutputTypeDef#

# TrainingSpecificationOutputTypeDef definition

class TrainingSpecificationOutputTypeDef(TypedDict):
    TrainingImage: str,
    SupportedTrainingInstanceTypes: list[TrainingInstanceTypeType],  # (2)
    TrainingChannels: list[ChannelSpecificationOutputTypeDef],  # (4)
    TrainingImageDigest: NotRequired[str],
    SupportedHyperParameters: NotRequired[list[HyperParameterSpecificationOutputTypeDef]],  # (1)
    SupportsDistributedTraining: NotRequired[bool],
    MetricDefinitions: NotRequired[list[MetricDefinitionTypeDef]],  # (3)
    SupportedTuningJobObjectiveMetrics: NotRequired[list[HyperParameterTuningJobObjectiveTypeDef]],  # (5)
    AdditionalS3DataSource: NotRequired[AdditionalS3DataSourceTypeDef],  # (6)
  1. See HyperParameterSpecificationOutputTypeDef
  2. See TrainingInstanceTypeType
  3. See MetricDefinitionTypeDef
  4. See ChannelSpecificationOutputTypeDef
  5. See HyperParameterTuningJobObjectiveTypeDef
  6. See AdditionalS3DataSourceTypeDef

ListAppImageConfigsResponseTypeDef#

# ListAppImageConfigsResponseTypeDef definition

class ListAppImageConfigsResponseTypeDef(TypedDict):
    AppImageConfigs: list[AppImageConfigDetailsTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See AppImageConfigDetailsTypeDef
  2. See ResponseMetadataTypeDef

LabelingJobSummaryTypeDef#

# LabelingJobSummaryTypeDef definition

class LabelingJobSummaryTypeDef(TypedDict):
    LabelingJobName: str,
    LabelingJobArn: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    LabelingJobStatus: LabelingJobStatusType,  # (1)
    LabelCounters: LabelCountersTypeDef,  # (2)
    WorkteamArn: str,
    PreHumanTaskLambdaArn: NotRequired[str],
    AnnotationConsolidationLambdaArn: NotRequired[str],
    FailureReason: NotRequired[str],
    LabelingJobOutput: NotRequired[LabelingJobOutputTypeDef],  # (3)
    InputConfig: NotRequired[LabelingJobInputConfigOutputTypeDef],  # (4)
  1. See LabelingJobStatusType
  2. See LabelCountersTypeDef
  3. See LabelingJobOutputTypeDef
  4. See LabelingJobInputConfigOutputTypeDef

ScalingPolicyTypeDef#

# ScalingPolicyTypeDef definition

class ScalingPolicyTypeDef(TypedDict):
    TargetTracking: NotRequired[TargetTrackingScalingPolicyConfigurationTypeDef],  # (1)
  1. See TargetTrackingScalingPolicyConfigurationTypeDef

ContainerDefinitionOutputTypeDef#

# ContainerDefinitionOutputTypeDef definition

class ContainerDefinitionOutputTypeDef(TypedDict):
    ContainerHostname: NotRequired[str],
    Image: NotRequired[str],
    ImageConfig: NotRequired[ImageConfigTypeDef],  # (1)
    Mode: NotRequired[ContainerModeType],  # (2)
    ModelDataUrl: NotRequired[str],
    ModelDataSource: NotRequired[ModelDataSourceTypeDef],  # (3)
    AdditionalModelDataSources: NotRequired[list[AdditionalModelDataSourceTypeDef]],  # (4)
    Environment: NotRequired[dict[str, str]],
    ModelPackageName: NotRequired[str],
    InferenceSpecificationName: NotRequired[str],
    MultiModelConfig: NotRequired[MultiModelConfigTypeDef],  # (5)
  1. See ImageConfigTypeDef
  2. See ContainerModeType
  3. See ModelDataSourceTypeDef
  4. See AdditionalModelDataSourceTypeDef
  5. See MultiModelConfigTypeDef

ContainerDefinitionTypeDef#

# ContainerDefinitionTypeDef definition

class ContainerDefinitionTypeDef(TypedDict):
    ContainerHostname: NotRequired[str],
    Image: NotRequired[str],
    ImageConfig: NotRequired[ImageConfigTypeDef],  # (1)
    Mode: NotRequired[ContainerModeType],  # (2)
    ModelDataUrl: NotRequired[str],
    ModelDataSource: NotRequired[ModelDataSourceTypeDef],  # (3)
    AdditionalModelDataSources: NotRequired[Sequence[AdditionalModelDataSourceTypeDef]],  # (4)
    Environment: NotRequired[Mapping[str, str]],
    ModelPackageName: NotRequired[str],
    InferenceSpecificationName: NotRequired[str],
    MultiModelConfig: NotRequired[MultiModelConfigTypeDef],  # (5)
  1. See ImageConfigTypeDef
  2. See ContainerModeType
  3. See ModelDataSourceTypeDef
  4. See AdditionalModelDataSourceTypeDef
  5. See MultiModelConfigTypeDef

ModelPackageContainerDefinitionOutputTypeDef#

# ModelPackageContainerDefinitionOutputTypeDef definition

class ModelPackageContainerDefinitionOutputTypeDef(TypedDict):
    Image: str,
    ContainerHostname: NotRequired[str],
    ImageDigest: NotRequired[str],
    ModelDataUrl: NotRequired[str],
    ModelDataSource: NotRequired[ModelDataSourceTypeDef],  # (1)
    ProductId: NotRequired[str],
    Environment: NotRequired[dict[str, str]],
    ModelInput: NotRequired[ModelInputTypeDef],  # (2)
    Framework: NotRequired[str],
    FrameworkVersion: NotRequired[str],
    NearestModelName: NotRequired[str],
    AdditionalS3DataSource: NotRequired[AdditionalS3DataSourceTypeDef],  # (3)
  1. See ModelDataSourceTypeDef
  2. See ModelInputTypeDef
  3. See AdditionalS3DataSourceTypeDef

ModelPackageContainerDefinitionTypeDef#

# ModelPackageContainerDefinitionTypeDef definition

class ModelPackageContainerDefinitionTypeDef(TypedDict):
    Image: str,
    ContainerHostname: NotRequired[str],
    ImageDigest: NotRequired[str],
    ModelDataUrl: NotRequired[str],
    ModelDataSource: NotRequired[ModelDataSourceTypeDef],  # (1)
    ProductId: NotRequired[str],
    Environment: NotRequired[Mapping[str, str]],
    ModelInput: NotRequired[ModelInputTypeDef],  # (2)
    Framework: NotRequired[str],
    FrameworkVersion: NotRequired[str],
    NearestModelName: NotRequired[str],
    AdditionalS3DataSource: NotRequired[AdditionalS3DataSourceTypeDef],  # (3)
  1. See ModelDataSourceTypeDef
  2. See ModelInputTypeDef
  3. See AdditionalS3DataSourceTypeDef

SourceAlgorithmTypeDef#

# SourceAlgorithmTypeDef definition

class SourceAlgorithmTypeDef(TypedDict):
    AlgorithmName: str,
    ModelDataUrl: NotRequired[str],
    ModelDataSource: NotRequired[ModelDataSourceTypeDef],  # (1)
  1. See ModelDataSourceTypeDef

ListMonitoringAlertsResponseTypeDef#

# ListMonitoringAlertsResponseTypeDef definition

class ListMonitoringAlertsResponseTypeDef(TypedDict):
    MonitoringAlertSummaries: list[MonitoringAlertSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See MonitoringAlertSummaryTypeDef
  2. See ResponseMetadataTypeDef

DescribeInferenceExperimentResponseTypeDef#

# DescribeInferenceExperimentResponseTypeDef definition

class DescribeInferenceExperimentResponseTypeDef(TypedDict):
    Arn: str,
    Name: str,
    Type: InferenceExperimentTypeType,  # (1)
    Schedule: InferenceExperimentScheduleOutputTypeDef,  # (2)
    Status: InferenceExperimentStatusType,  # (3)
    StatusReason: str,
    Description: str,
    CreationTime: datetime,
    CompletionTime: datetime,
    LastModifiedTime: datetime,
    RoleArn: str,
    EndpointMetadata: EndpointMetadataTypeDef,  # (4)
    ModelVariants: list[ModelVariantConfigSummaryTypeDef],  # (5)
    DataStorageConfig: InferenceExperimentDataStorageConfigOutputTypeDef,  # (6)
    ShadowModeConfig: ShadowModeConfigOutputTypeDef,  # (7)
    KmsKey: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (8)
  1. See InferenceExperimentTypeType
  2. See InferenceExperimentScheduleOutputTypeDef
  3. See InferenceExperimentStatusType
  4. See EndpointMetadataTypeDef
  5. See ModelVariantConfigSummaryTypeDef
  6. See InferenceExperimentDataStorageConfigOutputTypeDef
  7. See ShadowModeConfigOutputTypeDef
  8. See ResponseMetadataTypeDef

CreateInferenceExperimentRequestRequestTypeDef#

# CreateInferenceExperimentRequestRequestTypeDef definition

class CreateInferenceExperimentRequestRequestTypeDef(TypedDict):
    Name: str,
    Type: InferenceExperimentTypeType,  # (1)
    RoleArn: str,
    EndpointName: str,
    ModelVariants: Sequence[ModelVariantConfigTypeDef],  # (2)
    ShadowModeConfig: ShadowModeConfigTypeDef,  # (3)
    Schedule: NotRequired[InferenceExperimentScheduleTypeDef],  # (4)
    Description: NotRequired[str],
    DataStorageConfig: NotRequired[InferenceExperimentDataStorageConfigTypeDef],  # (5)
    KmsKey: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (6)
  1. See InferenceExperimentTypeType
  2. See ModelVariantConfigTypeDef
  3. See ShadowModeConfigTypeDef
  4. See InferenceExperimentScheduleTypeDef
  5. See InferenceExperimentDataStorageConfigTypeDef
  6. See TagTypeDef

StopInferenceExperimentRequestRequestTypeDef#

# StopInferenceExperimentRequestRequestTypeDef definition

class StopInferenceExperimentRequestRequestTypeDef(TypedDict):
    Name: str,
    ModelVariantActions: Mapping[str, ModelVariantActionType],  # (1)
    DesiredModelVariants: NotRequired[Sequence[ModelVariantConfigTypeDef]],  # (2)
    DesiredState: NotRequired[InferenceExperimentStopDesiredStateType],  # (3)
    Reason: NotRequired[str],
  1. See ModelVariantActionType
  2. See ModelVariantConfigTypeDef
  3. See InferenceExperimentStopDesiredStateType

UpdateInferenceExperimentRequestRequestTypeDef#

# UpdateInferenceExperimentRequestRequestTypeDef definition

class UpdateInferenceExperimentRequestRequestTypeDef(TypedDict):
    Name: str,
    Schedule: NotRequired[InferenceExperimentScheduleTypeDef],  # (1)
    Description: NotRequired[str],
    ModelVariants: NotRequired[Sequence[ModelVariantConfigTypeDef]],  # (2)
    DataStorageConfig: NotRequired[InferenceExperimentDataStorageConfigTypeDef],  # (3)
    ShadowModeConfig: NotRequired[ShadowModeConfigTypeDef],  # (4)
  1. See InferenceExperimentScheduleTypeDef
  2. See ModelVariantConfigTypeDef
  3. See InferenceExperimentDataStorageConfigTypeDef
  4. See ShadowModeConfigTypeDef

DataQualityJobInputOutputTypeDef#

# DataQualityJobInputOutputTypeDef definition

class DataQualityJobInputOutputTypeDef(TypedDict):
    EndpointInput: NotRequired[EndpointInputTypeDef],  # (1)
    BatchTransformInput: NotRequired[BatchTransformInputOutputTypeDef],  # (2)
  1. See EndpointInputTypeDef
  2. See BatchTransformInputOutputTypeDef

ModelBiasJobInputOutputTypeDef#

# ModelBiasJobInputOutputTypeDef definition

class ModelBiasJobInputOutputTypeDef(TypedDict):
    GroundTruthS3Input: MonitoringGroundTruthS3InputTypeDef,  # (3)
    EndpointInput: NotRequired[EndpointInputTypeDef],  # (1)
    BatchTransformInput: NotRequired[BatchTransformInputOutputTypeDef],  # (2)
  1. See EndpointInputTypeDef
  2. See BatchTransformInputOutputTypeDef
  3. See MonitoringGroundTruthS3InputTypeDef

ModelExplainabilityJobInputOutputTypeDef#

# ModelExplainabilityJobInputOutputTypeDef definition

class ModelExplainabilityJobInputOutputTypeDef(TypedDict):
    EndpointInput: NotRequired[EndpointInputTypeDef],  # (1)
    BatchTransformInput: NotRequired[BatchTransformInputOutputTypeDef],  # (2)
  1. See EndpointInputTypeDef
  2. See BatchTransformInputOutputTypeDef

ModelQualityJobInputOutputTypeDef#

# ModelQualityJobInputOutputTypeDef definition

class ModelQualityJobInputOutputTypeDef(TypedDict):
    GroundTruthS3Input: MonitoringGroundTruthS3InputTypeDef,  # (3)
    EndpointInput: NotRequired[EndpointInputTypeDef],  # (1)
    BatchTransformInput: NotRequired[BatchTransformInputOutputTypeDef],  # (2)
  1. See EndpointInputTypeDef
  2. See BatchTransformInputOutputTypeDef
  3. See MonitoringGroundTruthS3InputTypeDef

MonitoringInputOutputTypeDef#

# MonitoringInputOutputTypeDef definition

class MonitoringInputOutputTypeDef(TypedDict):
    EndpointInput: NotRequired[EndpointInputTypeDef],  # (1)
    BatchTransformInput: NotRequired[BatchTransformInputOutputTypeDef],  # (2)
  1. See EndpointInputTypeDef
  2. See BatchTransformInputOutputTypeDef

BatchTransformInputTypeDef#

# BatchTransformInputTypeDef definition

class BatchTransformInputTypeDef(TypedDict):
    DataCapturedDestinationS3Uri: str,
    DatasetFormat: MonitoringDatasetFormatUnionTypeDef,  # (1)
    LocalPath: str,
    S3InputMode: NotRequired[ProcessingS3InputModeType],  # (2)
    S3DataDistributionType: NotRequired[ProcessingS3DataDistributionTypeType],  # (3)
    FeaturesAttribute: NotRequired[str],
    InferenceAttribute: NotRequired[str],
    ProbabilityAttribute: NotRequired[str],
    ProbabilityThresholdAttribute: NotRequired[float],
    StartTimeOffset: NotRequired[str],
    EndTimeOffset: NotRequired[str],
    ExcludeFeaturesAttribute: NotRequired[str],
  1. See MonitoringDatasetFormatTypeDef MonitoringDatasetFormatOutputTypeDef
  2. See ProcessingS3InputModeType
  3. See ProcessingS3DataDistributionTypeType

UpdateWorkteamRequestRequestTypeDef#

# UpdateWorkteamRequestRequestTypeDef definition

class UpdateWorkteamRequestRequestTypeDef(TypedDict):
    WorkteamName: str,
    MemberDefinitions: NotRequired[Sequence[MemberDefinitionTypeDef]],  # (1)
    Description: NotRequired[str],
    NotificationConfiguration: NotRequired[NotificationConfigurationTypeDef],  # (2)
    WorkerAccessConfiguration: NotRequired[WorkerAccessConfigurationTypeDef],  # (3)
  1. See MemberDefinitionTypeDef
  2. See NotificationConfigurationTypeDef
  3. See WorkerAccessConfigurationTypeDef

DescribeOptimizationJobResponseTypeDef#

# DescribeOptimizationJobResponseTypeDef definition

class DescribeOptimizationJobResponseTypeDef(TypedDict):
    OptimizationJobArn: str,
    OptimizationJobStatus: OptimizationJobStatusType,  # (1)
    OptimizationStartTime: datetime,
    OptimizationEndTime: datetime,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    FailureReason: str,
    OptimizationJobName: str,
    ModelSource: OptimizationJobModelSourceTypeDef,  # (2)
    OptimizationEnvironment: dict[str, str],
    DeploymentInstanceType: OptimizationJobDeploymentInstanceTypeType,  # (3)
    OptimizationConfigs: list[OptimizationConfigOutputTypeDef],  # (4)
    OutputConfig: OptimizationJobOutputConfigTypeDef,  # (5)
    OptimizationOutput: OptimizationOutputTypeDef,  # (6)
    RoleArn: str,
    StoppingCondition: StoppingConditionTypeDef,  # (7)
    VpcConfig: OptimizationVpcConfigOutputTypeDef,  # (8)
    ResponseMetadata: ResponseMetadataTypeDef,  # (9)
  1. See OptimizationJobStatusType
  2. See OptimizationJobModelSourceTypeDef
  3. See OptimizationJobDeploymentInstanceTypeType
  4. See OptimizationConfigOutputTypeDef
  5. See OptimizationJobOutputConfigTypeDef
  6. See OptimizationOutputTypeDef
  7. See StoppingConditionTypeDef
  8. See OptimizationVpcConfigOutputTypeDef
  9. See ResponseMetadataTypeDef

DescribeProcessingJobResponseTypeDef#

# DescribeProcessingJobResponseTypeDef definition

class DescribeProcessingJobResponseTypeDef(TypedDict):
    ProcessingInputs: list[ProcessingInputTypeDef],  # (1)
    ProcessingOutputConfig: ProcessingOutputConfigOutputTypeDef,  # (2)
    ProcessingJobName: str,
    ProcessingResources: ProcessingResourcesTypeDef,  # (3)
    StoppingCondition: ProcessingStoppingConditionTypeDef,  # (4)
    AppSpecification: AppSpecificationOutputTypeDef,  # (5)
    Environment: dict[str, str],
    NetworkConfig: NetworkConfigOutputTypeDef,  # (6)
    RoleArn: str,
    ExperimentConfig: ExperimentConfigTypeDef,  # (7)
    ProcessingJobArn: str,
    ProcessingJobStatus: ProcessingJobStatusType,  # (8)
    ExitMessage: str,
    FailureReason: str,
    ProcessingEndTime: datetime,
    ProcessingStartTime: datetime,
    LastModifiedTime: datetime,
    CreationTime: datetime,
    MonitoringScheduleArn: str,
    AutoMLJobArn: str,
    TrainingJobArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (9)
  1. See ProcessingInputTypeDef
  2. See ProcessingOutputConfigOutputTypeDef
  3. See ProcessingResourcesTypeDef
  4. See ProcessingStoppingConditionTypeDef
  5. See AppSpecificationOutputTypeDef
  6. See NetworkConfigOutputTypeDef
  7. See ExperimentConfigTypeDef
  8. See ProcessingJobStatusType
  9. See ResponseMetadataTypeDef

ProcessingJobTypeDef#

# ProcessingJobTypeDef definition

class ProcessingJobTypeDef(TypedDict):
    ProcessingInputs: NotRequired[list[ProcessingInputTypeDef]],  # (1)
    ProcessingOutputConfig: NotRequired[ProcessingOutputConfigOutputTypeDef],  # (2)
    ProcessingJobName: NotRequired[str],
    ProcessingResources: NotRequired[ProcessingResourcesTypeDef],  # (3)
    StoppingCondition: NotRequired[ProcessingStoppingConditionTypeDef],  # (4)
    AppSpecification: NotRequired[AppSpecificationOutputTypeDef],  # (5)
    Environment: NotRequired[dict[str, str]],
    NetworkConfig: NotRequired[NetworkConfigOutputTypeDef],  # (6)
    RoleArn: NotRequired[str],
    ExperimentConfig: NotRequired[ExperimentConfigTypeDef],  # (7)
    ProcessingJobArn: NotRequired[str],
    ProcessingJobStatus: NotRequired[ProcessingJobStatusType],  # (8)
    ExitMessage: NotRequired[str],
    FailureReason: NotRequired[str],
    ProcessingEndTime: NotRequired[datetime],
    ProcessingStartTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    CreationTime: NotRequired[datetime],
    MonitoringScheduleArn: NotRequired[str],
    AutoMLJobArn: NotRequired[str],
    TrainingJobArn: NotRequired[str],
    Tags: NotRequired[list[TagTypeDef]],  # (9)
  1. See ProcessingInputTypeDef
  2. See ProcessingOutputConfigOutputTypeDef
  3. See ProcessingResourcesTypeDef
  4. See ProcessingStoppingConditionTypeDef
  5. See AppSpecificationOutputTypeDef
  6. See NetworkConfigOutputTypeDef
  7. See ExperimentConfigTypeDef
  8. See ProcessingJobStatusType
  9. See TagTypeDef

CreateProcessingJobRequestRequestTypeDef#

# CreateProcessingJobRequestRequestTypeDef definition

class CreateProcessingJobRequestRequestTypeDef(TypedDict):
    ProcessingJobName: str,
    ProcessingResources: ProcessingResourcesTypeDef,  # (1)
    AppSpecification: AppSpecificationTypeDef,  # (2)
    RoleArn: str,
    ProcessingInputs: NotRequired[Sequence[ProcessingInputTypeDef]],  # (3)
    ProcessingOutputConfig: NotRequired[ProcessingOutputConfigTypeDef],  # (4)
    StoppingCondition: NotRequired[ProcessingStoppingConditionTypeDef],  # (5)
    Environment: NotRequired[Mapping[str, str]],
    NetworkConfig: NotRequired[NetworkConfigTypeDef],  # (6)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (7)
    ExperimentConfig: NotRequired[ExperimentConfigTypeDef],  # (8)
  1. See ProcessingResourcesTypeDef
  2. See AppSpecificationTypeDef
  3. See ProcessingInputTypeDef
  4. See ProcessingOutputConfigTypeDef
  5. See ProcessingStoppingConditionTypeDef
  6. See NetworkConfigTypeDef
  7. See TagTypeDef
  8. See ExperimentConfigTypeDef

DescribeFlowDefinitionResponseTypeDef#

# DescribeFlowDefinitionResponseTypeDef definition

class DescribeFlowDefinitionResponseTypeDef(TypedDict):
    FlowDefinitionArn: str,
    FlowDefinitionName: str,
    FlowDefinitionStatus: FlowDefinitionStatusType,  # (1)
    CreationTime: datetime,
    HumanLoopRequestSource: HumanLoopRequestSourceTypeDef,  # (2)
    HumanLoopActivationConfig: HumanLoopActivationConfigTypeDef,  # (3)
    HumanLoopConfig: HumanLoopConfigOutputTypeDef,  # (4)
    OutputConfig: FlowDefinitionOutputConfigTypeDef,  # (5)
    RoleArn: str,
    FailureReason: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (6)
  1. See FlowDefinitionStatusType
  2. See HumanLoopRequestSourceTypeDef
  3. See HumanLoopActivationConfigTypeDef
  4. See HumanLoopConfigOutputTypeDef
  5. See FlowDefinitionOutputConfigTypeDef
  6. See ResponseMetadataTypeDef

CreateFlowDefinitionRequestRequestTypeDef#

# CreateFlowDefinitionRequestRequestTypeDef definition

class CreateFlowDefinitionRequestRequestTypeDef(TypedDict):
    FlowDefinitionName: str,
    OutputConfig: FlowDefinitionOutputConfigTypeDef,  # (1)
    RoleArn: str,
    HumanLoopRequestSource: NotRequired[HumanLoopRequestSourceTypeDef],  # (2)
    HumanLoopActivationConfig: NotRequired[HumanLoopActivationConfigTypeDef],  # (3)
    HumanLoopConfig: NotRequired[HumanLoopConfigTypeDef],  # (4)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (5)
  1. See FlowDefinitionOutputConfigTypeDef
  2. See HumanLoopRequestSourceTypeDef
  3. See HumanLoopActivationConfigTypeDef
  4. See HumanLoopConfigTypeDef
  5. See TagTypeDef

DescribeLabelingJobResponseTypeDef#

# DescribeLabelingJobResponseTypeDef definition

class DescribeLabelingJobResponseTypeDef(TypedDict):
    LabelingJobStatus: LabelingJobStatusType,  # (1)
    LabelCounters: LabelCountersTypeDef,  # (2)
    FailureReason: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    JobReferenceCode: str,
    LabelingJobName: str,
    LabelingJobArn: str,
    LabelAttributeName: str,
    InputConfig: LabelingJobInputConfigOutputTypeDef,  # (3)
    OutputConfig: LabelingJobOutputConfigTypeDef,  # (4)
    RoleArn: str,
    LabelCategoryConfigS3Uri: str,
    StoppingConditions: LabelingJobStoppingConditionsTypeDef,  # (5)
    LabelingJobAlgorithmsConfig: LabelingJobAlgorithmsConfigOutputTypeDef,  # (6)
    HumanTaskConfig: HumanTaskConfigOutputTypeDef,  # (7)
    Tags: list[TagTypeDef],  # (8)
    LabelingJobOutput: LabelingJobOutputTypeDef,  # (9)
    ResponseMetadata: ResponseMetadataTypeDef,  # (10)
  1. See LabelingJobStatusType
  2. See LabelCountersTypeDef
  3. See LabelingJobInputConfigOutputTypeDef
  4. See LabelingJobOutputConfigTypeDef
  5. See LabelingJobStoppingConditionsTypeDef
  6. See LabelingJobAlgorithmsConfigOutputTypeDef
  7. See HumanTaskConfigOutputTypeDef
  8. See TagTypeDef
  9. See LabelingJobOutputTypeDef
  10. See ResponseMetadataTypeDef

SpaceSettingsOutputTypeDef#

# SpaceSettingsOutputTypeDef definition

class SpaceSettingsOutputTypeDef(TypedDict):
    JupyterServerAppSettings: NotRequired[JupyterServerAppSettingsOutputTypeDef],  # (1)
    KernelGatewayAppSettings: NotRequired[KernelGatewayAppSettingsOutputTypeDef],  # (2)
    CodeEditorAppSettings: NotRequired[SpaceCodeEditorAppSettingsTypeDef],  # (3)
    JupyterLabAppSettings: NotRequired[SpaceJupyterLabAppSettingsOutputTypeDef],  # (4)
    AppType: NotRequired[AppTypeType],  # (5)
    SpaceStorageSettings: NotRequired[SpaceStorageSettingsTypeDef],  # (6)
    CustomFileSystems: NotRequired[list[CustomFileSystemTypeDef]],  # (7)
  1. See JupyterServerAppSettingsOutputTypeDef
  2. See KernelGatewayAppSettingsOutputTypeDef
  3. See SpaceCodeEditorAppSettingsTypeDef
  4. See SpaceJupyterLabAppSettingsOutputTypeDef
  5. See AppTypeType
  6. See SpaceStorageSettingsTypeDef
  7. See CustomFileSystemTypeDef

DescribeTrainingJobResponseTypeDef#

# DescribeTrainingJobResponseTypeDef definition

class DescribeTrainingJobResponseTypeDef(TypedDict):
    TrainingJobName: str,
    TrainingJobArn: str,
    TuningJobArn: str,
    LabelingJobArn: str,
    AutoMLJobArn: str,
    ModelArtifacts: ModelArtifactsTypeDef,  # (1)
    TrainingJobStatus: TrainingJobStatusType,  # (2)
    SecondaryStatus: SecondaryStatusType,  # (3)
    FailureReason: str,
    HyperParameters: dict[str, str],
    AlgorithmSpecification: AlgorithmSpecificationOutputTypeDef,  # (4)
    RoleArn: str,
    InputDataConfig: list[ChannelOutputTypeDef],  # (5)
    OutputDataConfig: OutputDataConfigTypeDef,  # (6)
    ResourceConfig: ResourceConfigOutputTypeDef,  # (7)
    WarmPoolStatus: WarmPoolStatusTypeDef,  # (8)
    VpcConfig: VpcConfigOutputTypeDef,  # (9)
    StoppingCondition: StoppingConditionTypeDef,  # (10)
    CreationTime: datetime,
    TrainingStartTime: datetime,
    TrainingEndTime: datetime,
    LastModifiedTime: datetime,
    SecondaryStatusTransitions: list[SecondaryStatusTransitionTypeDef],  # (11)
    FinalMetricDataList: list[MetricDataTypeDef],  # (12)
    EnableNetworkIsolation: bool,
    EnableInterContainerTrafficEncryption: bool,
    EnableManagedSpotTraining: bool,
    CheckpointConfig: CheckpointConfigTypeDef,  # (13)
    TrainingTimeInSeconds: int,
    BillableTimeInSeconds: int,
    DebugHookConfig: DebugHookConfigOutputTypeDef,  # (14)
    ExperimentConfig: ExperimentConfigTypeDef,  # (15)
    DebugRuleConfigurations: list[DebugRuleConfigurationOutputTypeDef],  # (16)
    TensorBoardOutputConfig: TensorBoardOutputConfigTypeDef,  # (17)
    DebugRuleEvaluationStatuses: list[DebugRuleEvaluationStatusTypeDef],  # (18)
    ProfilerConfig: ProfilerConfigOutputTypeDef,  # (19)
    ProfilerRuleConfigurations: list[ProfilerRuleConfigurationOutputTypeDef],  # (20)
    ProfilerRuleEvaluationStatuses: list[ProfilerRuleEvaluationStatusTypeDef],  # (21)
    ProfilingStatus: ProfilingStatusType,  # (22)
    Environment: dict[str, str],
    RetryStrategy: RetryStrategyTypeDef,  # (23)
    RemoteDebugConfig: RemoteDebugConfigTypeDef,  # (24)
    InfraCheckConfig: InfraCheckConfigTypeDef,  # (25)
    ResponseMetadata: ResponseMetadataTypeDef,  # (26)
  1. See ModelArtifactsTypeDef
  2. See TrainingJobStatusType
  3. See SecondaryStatusType
  4. See AlgorithmSpecificationOutputTypeDef
  5. See ChannelOutputTypeDef
  6. See OutputDataConfigTypeDef
  7. See ResourceConfigOutputTypeDef
  8. See WarmPoolStatusTypeDef
  9. See VpcConfigOutputTypeDef
  10. See StoppingConditionTypeDef
  11. See SecondaryStatusTransitionTypeDef
  12. See MetricDataTypeDef
  13. See CheckpointConfigTypeDef
  14. See DebugHookConfigOutputTypeDef
  15. See ExperimentConfigTypeDef
  16. See DebugRuleConfigurationOutputTypeDef
  17. See TensorBoardOutputConfigTypeDef
  18. See DebugRuleEvaluationStatusTypeDef
  19. See ProfilerConfigOutputTypeDef
  20. See ProfilerRuleConfigurationOutputTypeDef
  21. See ProfilerRuleEvaluationStatusTypeDef
  22. See ProfilingStatusType
  23. See RetryStrategyTypeDef
  24. See RemoteDebugConfigTypeDef
  25. See InfraCheckConfigTypeDef
  26. See ResponseMetadataTypeDef

TrainingJobTypeDef#

# TrainingJobTypeDef definition

class TrainingJobTypeDef(TypedDict):
    TrainingJobName: NotRequired[str],
    TrainingJobArn: NotRequired[str],
    TuningJobArn: NotRequired[str],
    LabelingJobArn: NotRequired[str],
    AutoMLJobArn: NotRequired[str],
    ModelArtifacts: NotRequired[ModelArtifactsTypeDef],  # (1)
    TrainingJobStatus: NotRequired[TrainingJobStatusType],  # (2)
    SecondaryStatus: NotRequired[SecondaryStatusType],  # (3)
    FailureReason: NotRequired[str],
    HyperParameters: NotRequired[dict[str, str]],
    AlgorithmSpecification: NotRequired[AlgorithmSpecificationOutputTypeDef],  # (4)
    RoleArn: NotRequired[str],
    InputDataConfig: NotRequired[list[ChannelOutputTypeDef]],  # (5)
    OutputDataConfig: NotRequired[OutputDataConfigTypeDef],  # (6)
    ResourceConfig: NotRequired[ResourceConfigOutputTypeDef],  # (7)
    VpcConfig: NotRequired[VpcConfigOutputTypeDef],  # (8)
    StoppingCondition: NotRequired[StoppingConditionTypeDef],  # (9)
    CreationTime: NotRequired[datetime],
    TrainingStartTime: NotRequired[datetime],
    TrainingEndTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    SecondaryStatusTransitions: NotRequired[list[SecondaryStatusTransitionTypeDef]],  # (10)
    FinalMetricDataList: NotRequired[list[MetricDataTypeDef]],  # (11)
    EnableNetworkIsolation: NotRequired[bool],
    EnableInterContainerTrafficEncryption: NotRequired[bool],
    EnableManagedSpotTraining: NotRequired[bool],
    CheckpointConfig: NotRequired[CheckpointConfigTypeDef],  # (12)
    TrainingTimeInSeconds: NotRequired[int],
    BillableTimeInSeconds: NotRequired[int],
    DebugHookConfig: NotRequired[DebugHookConfigOutputTypeDef],  # (13)
    ExperimentConfig: NotRequired[ExperimentConfigTypeDef],  # (14)
    DebugRuleConfigurations: NotRequired[list[DebugRuleConfigurationOutputTypeDef]],  # (15)
    TensorBoardOutputConfig: NotRequired[TensorBoardOutputConfigTypeDef],  # (16)
    DebugRuleEvaluationStatuses: NotRequired[list[DebugRuleEvaluationStatusTypeDef]],  # (17)
    ProfilerConfig: NotRequired[ProfilerConfigOutputTypeDef],  # (18)
    Environment: NotRequired[dict[str, str]],
    RetryStrategy: NotRequired[RetryStrategyTypeDef],  # (19)
    Tags: NotRequired[list[TagTypeDef]],  # (20)
  1. See ModelArtifactsTypeDef
  2. See TrainingJobStatusType
  3. See SecondaryStatusType
  4. See AlgorithmSpecificationOutputTypeDef
  5. See ChannelOutputTypeDef
  6. See OutputDataConfigTypeDef
  7. See ResourceConfigOutputTypeDef
  8. See VpcConfigOutputTypeDef
  9. See StoppingConditionTypeDef
  10. See SecondaryStatusTransitionTypeDef
  11. See MetricDataTypeDef
  12. See CheckpointConfigTypeDef
  13. See DebugHookConfigOutputTypeDef
  14. See ExperimentConfigTypeDef
  15. See DebugRuleConfigurationOutputTypeDef
  16. See TensorBoardOutputConfigTypeDef
  17. See DebugRuleEvaluationStatusTypeDef
  18. See ProfilerConfigOutputTypeDef
  19. See RetryStrategyTypeDef
  20. See TagTypeDef

CreateTransformJobRequestRequestTypeDef#

# CreateTransformJobRequestRequestTypeDef definition

class CreateTransformJobRequestRequestTypeDef(TypedDict):
    TransformJobName: str,
    ModelName: str,
    TransformInput: TransformInputTypeDef,  # (1)
    TransformOutput: TransformOutputTypeDef,  # (2)
    TransformResources: TransformResourcesTypeDef,  # (3)
    MaxConcurrentTransforms: NotRequired[int],
    ModelClientConfig: NotRequired[ModelClientConfigTypeDef],  # (4)
    MaxPayloadInMB: NotRequired[int],
    BatchStrategy: NotRequired[BatchStrategyType],  # (5)
    Environment: NotRequired[Mapping[str, str]],
    DataCaptureConfig: NotRequired[BatchDataCaptureConfigTypeDef],  # (6)
    DataProcessing: NotRequired[DataProcessingTypeDef],  # (7)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (8)
    ExperimentConfig: NotRequired[ExperimentConfigTypeDef],  # (9)
  1. See TransformInputTypeDef
  2. See TransformOutputTypeDef
  3. See TransformResourcesTypeDef
  4. See ModelClientConfigTypeDef
  5. See BatchStrategyType
  6. See BatchDataCaptureConfigTypeDef
  7. See DataProcessingTypeDef
  8. See TagTypeDef
  9. See ExperimentConfigTypeDef

DescribeTransformJobResponseTypeDef#

# DescribeTransformJobResponseTypeDef definition

class DescribeTransformJobResponseTypeDef(TypedDict):
    TransformJobName: str,
    TransformJobArn: str,
    TransformJobStatus: TransformJobStatusType,  # (1)
    FailureReason: str,
    ModelName: str,
    MaxConcurrentTransforms: int,
    ModelClientConfig: ModelClientConfigTypeDef,  # (2)
    MaxPayloadInMB: int,
    BatchStrategy: BatchStrategyType,  # (3)
    Environment: dict[str, str],
    TransformInput: TransformInputTypeDef,  # (4)
    TransformOutput: TransformOutputTypeDef,  # (5)
    DataCaptureConfig: BatchDataCaptureConfigTypeDef,  # (6)
    TransformResources: TransformResourcesTypeDef,  # (7)
    CreationTime: datetime,
    TransformStartTime: datetime,
    TransformEndTime: datetime,
    LabelingJobArn: str,
    AutoMLJobArn: str,
    DataProcessing: DataProcessingTypeDef,  # (8)
    ExperimentConfig: ExperimentConfigTypeDef,  # (9)
    ResponseMetadata: ResponseMetadataTypeDef,  # (10)
  1. See TransformJobStatusType
  2. See ModelClientConfigTypeDef
  3. See BatchStrategyType
  4. See TransformInputTypeDef
  5. See TransformOutputTypeDef
  6. See BatchDataCaptureConfigTypeDef
  7. See TransformResourcesTypeDef
  8. See DataProcessingTypeDef
  9. See ExperimentConfigTypeDef
  10. See ResponseMetadataTypeDef

TransformJobDefinitionOutputTypeDef#

# TransformJobDefinitionOutputTypeDef definition

class TransformJobDefinitionOutputTypeDef(TypedDict):
    TransformInput: TransformInputTypeDef,  # (2)
    TransformOutput: TransformOutputTypeDef,  # (3)
    TransformResources: TransformResourcesTypeDef,  # (4)
    MaxConcurrentTransforms: NotRequired[int],
    MaxPayloadInMB: NotRequired[int],
    BatchStrategy: NotRequired[BatchStrategyType],  # (1)
    Environment: NotRequired[dict[str, str]],
  1. See BatchStrategyType
  2. See TransformInputTypeDef
  3. See TransformOutputTypeDef
  4. See TransformResourcesTypeDef

TransformJobDefinitionTypeDef#

# TransformJobDefinitionTypeDef definition

class TransformJobDefinitionTypeDef(TypedDict):
    TransformInput: TransformInputTypeDef,  # (2)
    TransformOutput: TransformOutputTypeDef,  # (3)
    TransformResources: TransformResourcesTypeDef,  # (4)
    MaxConcurrentTransforms: NotRequired[int],
    MaxPayloadInMB: NotRequired[int],
    BatchStrategy: NotRequired[BatchStrategyType],  # (1)
    Environment: NotRequired[Mapping[str, str]],
  1. See BatchStrategyType
  2. See TransformInputTypeDef
  3. See TransformOutputTypeDef
  4. See TransformResourcesTypeDef

TransformJobTypeDef#

# TransformJobTypeDef definition

class TransformJobTypeDef(TypedDict):
    TransformJobName: NotRequired[str],
    TransformJobArn: NotRequired[str],
    TransformJobStatus: NotRequired[TransformJobStatusType],  # (1)
    FailureReason: NotRequired[str],
    ModelName: NotRequired[str],
    MaxConcurrentTransforms: NotRequired[int],
    ModelClientConfig: NotRequired[ModelClientConfigTypeDef],  # (2)
    MaxPayloadInMB: NotRequired[int],
    BatchStrategy: NotRequired[BatchStrategyType],  # (3)
    Environment: NotRequired[dict[str, str]],
    TransformInput: NotRequired[TransformInputTypeDef],  # (4)
    TransformOutput: NotRequired[TransformOutputTypeDef],  # (5)
    DataCaptureConfig: NotRequired[BatchDataCaptureConfigTypeDef],  # (6)
    TransformResources: NotRequired[TransformResourcesTypeDef],  # (7)
    CreationTime: NotRequired[datetime],
    TransformStartTime: NotRequired[datetime],
    TransformEndTime: NotRequired[datetime],
    LabelingJobArn: NotRequired[str],
    AutoMLJobArn: NotRequired[str],
    DataProcessing: NotRequired[DataProcessingTypeDef],  # (8)
    ExperimentConfig: NotRequired[ExperimentConfigTypeDef],  # (9)
    Tags: NotRequired[list[TagTypeDef]],  # (10)
  1. See TransformJobStatusType
  2. See ModelClientConfigTypeDef
  3. See BatchStrategyType
  4. See TransformInputTypeDef
  5. See TransformOutputTypeDef
  6. See BatchDataCaptureConfigTypeDef
  7. See TransformResourcesTypeDef
  8. See DataProcessingTypeDef
  9. See ExperimentConfigTypeDef
  10. See TagTypeDef

DescribeDomainResponseTypeDef#

# DescribeDomainResponseTypeDef definition

class DescribeDomainResponseTypeDef(TypedDict):
    DomainArn: str,
    DomainId: str,
    DomainName: str,
    HomeEfsFileSystemId: str,
    SingleSignOnManagedApplicationInstanceId: str,
    SingleSignOnApplicationArn: str,
    Status: DomainStatusType,  # (1)
    CreationTime: datetime,
    LastModifiedTime: datetime,
    FailureReason: str,
    SecurityGroupIdForDomainBoundary: str,
    AuthMode: AuthModeType,  # (2)
    DefaultUserSettings: UserSettingsOutputTypeDef,  # (3)
    DomainSettings: DomainSettingsOutputTypeDef,  # (4)
    AppNetworkAccessType: AppNetworkAccessTypeType,  # (5)
    HomeEfsFileSystemKmsKeyId: str,
    SubnetIds: list[str],
    Url: str,
    VpcId: str,
    KmsKeyId: str,
    AppSecurityGroupManagement: AppSecurityGroupManagementType,  # (6)
    TagPropagation: TagPropagationType,  # (7)
    DefaultSpaceSettings: DefaultSpaceSettingsOutputTypeDef,  # (8)
    ResponseMetadata: ResponseMetadataTypeDef,  # (9)
  1. See DomainStatusType
  2. See AuthModeType
  3. See UserSettingsOutputTypeDef
  4. See DomainSettingsOutputTypeDef
  5. See AppNetworkAccessTypeType
  6. See AppSecurityGroupManagementType
  7. See TagPropagationType
  8. See DefaultSpaceSettingsOutputTypeDef
  9. See ResponseMetadataTypeDef

DescribeUserProfileResponseTypeDef#

# DescribeUserProfileResponseTypeDef definition

class DescribeUserProfileResponseTypeDef(TypedDict):
    DomainId: str,
    UserProfileArn: str,
    UserProfileName: str,
    HomeEfsFileSystemUid: str,
    Status: UserProfileStatusType,  # (1)
    LastModifiedTime: datetime,
    CreationTime: datetime,
    FailureReason: str,
    SingleSignOnUserIdentifier: str,
    SingleSignOnUserValue: str,
    UserSettings: UserSettingsOutputTypeDef,  # (2)
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)
  1. See UserProfileStatusType
  2. See UserSettingsOutputTypeDef
  3. See ResponseMetadataTypeDef

AsyncInferenceConfigTypeDef#

# AsyncInferenceConfigTypeDef definition

class AsyncInferenceConfigTypeDef(TypedDict):
    OutputConfig: AsyncInferenceOutputConfigUnionTypeDef,  # (2)
    ClientConfig: NotRequired[AsyncInferenceClientConfigTypeDef],  # (1)
  1. See AsyncInferenceClientConfigTypeDef
  2. See AsyncInferenceOutputConfigTypeDef AsyncInferenceOutputConfigOutputTypeDef

DescribeAutoMLJobV2ResponseTypeDef#

# DescribeAutoMLJobV2ResponseTypeDef definition

class DescribeAutoMLJobV2ResponseTypeDef(TypedDict):
    AutoMLJobName: str,
    AutoMLJobArn: str,
    AutoMLJobInputDataConfig: list[AutoMLJobChannelTypeDef],  # (1)
    OutputDataConfig: AutoMLOutputDataConfigTypeDef,  # (2)
    RoleArn: str,
    AutoMLJobObjective: AutoMLJobObjectiveTypeDef,  # (3)
    AutoMLProblemTypeConfig: AutoMLProblemTypeConfigOutputTypeDef,  # (4)
    AutoMLProblemTypeConfigName: AutoMLProblemTypeConfigNameType,  # (5)
    CreationTime: datetime,
    EndTime: datetime,
    LastModifiedTime: datetime,
    FailureReason: str,
    PartialFailureReasons: list[AutoMLPartialFailureReasonTypeDef],  # (6)
    BestCandidate: AutoMLCandidateTypeDef,  # (7)
    AutoMLJobStatus: AutoMLJobStatusType,  # (8)
    AutoMLJobSecondaryStatus: AutoMLJobSecondaryStatusType,  # (9)
    AutoMLJobArtifacts: AutoMLJobArtifactsTypeDef,  # (10)
    ResolvedAttributes: AutoMLResolvedAttributesTypeDef,  # (11)
    ModelDeployConfig: ModelDeployConfigTypeDef,  # (12)
    ModelDeployResult: ModelDeployResultTypeDef,  # (13)
    DataSplitConfig: AutoMLDataSplitConfigTypeDef,  # (14)
    SecurityConfig: AutoMLSecurityConfigOutputTypeDef,  # (15)
    AutoMLComputeConfig: AutoMLComputeConfigTypeDef,  # (16)
    ResponseMetadata: ResponseMetadataTypeDef,  # (17)
  1. See AutoMLJobChannelTypeDef
  2. See AutoMLOutputDataConfigTypeDef
  3. See AutoMLJobObjectiveTypeDef
  4. See AutoMLProblemTypeConfigOutputTypeDef
  5. See AutoMLProblemTypeConfigNameType
  6. See AutoMLPartialFailureReasonTypeDef
  7. See AutoMLCandidateTypeDef
  8. See AutoMLJobStatusType
  9. See AutoMLJobSecondaryStatusType
  10. See AutoMLJobArtifactsTypeDef
  11. See AutoMLResolvedAttributesTypeDef
  12. See ModelDeployConfigTypeDef
  13. See ModelDeployResultTypeDef
  14. See AutoMLDataSplitConfigTypeDef
  15. See AutoMLSecurityConfigOutputTypeDef
  16. See AutoMLComputeConfigTypeDef
  17. See ResponseMetadataTypeDef

TabularJobConfigTypeDef#

# TabularJobConfigTypeDef definition

class TabularJobConfigTypeDef(TypedDict):
    TargetAttributeName: str,
    CandidateGenerationConfig: NotRequired[CandidateGenerationConfigUnionTypeDef],  # (1)
    CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef],  # (2)
    FeatureSpecificationS3Uri: NotRequired[str],
    Mode: NotRequired[AutoMLModeType],  # (3)
    GenerateCandidateDefinitionsOnly: NotRequired[bool],
    ProblemType: NotRequired[ProblemTypeType],  # (4)
    SampleWeightAttributeName: NotRequired[str],
  1. See CandidateGenerationConfigTypeDef CandidateGenerationConfigOutputTypeDef
  2. See AutoMLJobCompletionCriteriaTypeDef
  3. See AutoMLModeType
  4. See ProblemTypeType

TimeSeriesForecastingJobConfigTypeDef#

# TimeSeriesForecastingJobConfigTypeDef definition

class TimeSeriesForecastingJobConfigTypeDef(TypedDict):
    ForecastFrequency: str,
    ForecastHorizon: int,
    TimeSeriesConfig: TimeSeriesConfigUnionTypeDef,  # (3)
    FeatureSpecificationS3Uri: NotRequired[str],
    CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef],  # (1)
    ForecastQuantiles: NotRequired[Sequence[str]],
    Transformations: NotRequired[TimeSeriesTransformationsUnionTypeDef],  # (2)
    HolidayConfig: NotRequired[Sequence[HolidayConfigAttributesTypeDef]],  # (4)
    CandidateGenerationConfig: NotRequired[CandidateGenerationConfigUnionTypeDef],  # (5)
  1. See AutoMLJobCompletionCriteriaTypeDef
  2. See TimeSeriesTransformationsTypeDef TimeSeriesTransformationsOutputTypeDef
  3. See TimeSeriesConfigTypeDef TimeSeriesConfigOutputTypeDef
  4. See HolidayConfigAttributesTypeDef
  5. See CandidateGenerationConfigTypeDef CandidateGenerationConfigOutputTypeDef

ListPipelineExecutionStepsResponseTypeDef#

# ListPipelineExecutionStepsResponseTypeDef definition

class ListPipelineExecutionStepsResponseTypeDef(TypedDict):
    PipelineExecutionSteps: list[PipelineExecutionStepTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See PipelineExecutionStepTypeDef
  2. See ResponseMetadataTypeDef

CreateEndpointInputRequestTypeDef#

# CreateEndpointInputRequestTypeDef definition

class CreateEndpointInputRequestTypeDef(TypedDict):
    EndpointName: str,
    EndpointConfigName: str,
    DeploymentConfig: NotRequired[DeploymentConfigTypeDef],  # (1)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
  1. See DeploymentConfigTypeDef
  2. See TagTypeDef

UpdateEndpointInputRequestTypeDef#

# UpdateEndpointInputRequestTypeDef definition

class UpdateEndpointInputRequestTypeDef(TypedDict):
    EndpointName: str,
    EndpointConfigName: str,
    RetainAllVariantProperties: NotRequired[bool],
    ExcludeRetainedVariantProperties: NotRequired[Sequence[VariantPropertyTypeDef]],  # (1)
    DeploymentConfig: NotRequired[DeploymentConfigTypeDef],  # (2)
    RetainDeploymentConfig: NotRequired[bool],
  1. See VariantPropertyTypeDef
  2. See DeploymentConfigTypeDef

DescribeInferenceRecommendationsJobResponseTypeDef#

# DescribeInferenceRecommendationsJobResponseTypeDef definition

class DescribeInferenceRecommendationsJobResponseTypeDef(TypedDict):
    JobName: str,
    JobDescription: str,
    JobType: RecommendationJobTypeType,  # (1)
    JobArn: str,
    RoleArn: str,
    Status: RecommendationJobStatusType,  # (2)
    CreationTime: datetime,
    CompletionTime: datetime,
    LastModifiedTime: datetime,
    FailureReason: str,
    InputConfig: RecommendationJobInputConfigOutputTypeDef,  # (3)
    StoppingConditions: RecommendationJobStoppingConditionsOutputTypeDef,  # (4)
    InferenceRecommendations: list[InferenceRecommendationTypeDef],  # (5)
    EndpointPerformances: list[EndpointPerformanceTypeDef],  # (6)
    ResponseMetadata: ResponseMetadataTypeDef,  # (7)
  1. See RecommendationJobTypeType
  2. See RecommendationJobStatusType
  3. See RecommendationJobInputConfigOutputTypeDef
  4. See RecommendationJobStoppingConditionsOutputTypeDef
  5. See InferenceRecommendationTypeDef
  6. See EndpointPerformanceTypeDef
  7. See ResponseMetadataTypeDef

HyperParameterSpecificationTypeDef#

# HyperParameterSpecificationTypeDef definition

class HyperParameterSpecificationTypeDef(TypedDict):
    Name: str,
    Type: ParameterTypeType,  # (1)
    Description: NotRequired[str],
    Range: NotRequired[ParameterRangeUnionTypeDef],  # (2)
    IsTunable: NotRequired[bool],
    IsRequired: NotRequired[bool],
    DefaultValue: NotRequired[str],
  1. See ParameterTypeType
  2. See ParameterRangeTypeDef ParameterRangeOutputTypeDef

HyperParameterTuningJobConfigTypeDef#

# HyperParameterTuningJobConfigTypeDef definition

class HyperParameterTuningJobConfigTypeDef(TypedDict):
    Strategy: HyperParameterTuningJobStrategyTypeType,  # (1)
    ResourceLimits: ResourceLimitsTypeDef,  # (4)
    StrategyConfig: NotRequired[HyperParameterTuningJobStrategyConfigTypeDef],  # (2)
    HyperParameterTuningJobObjective: NotRequired[HyperParameterTuningJobObjectiveTypeDef],  # (3)
    ParameterRanges: NotRequired[ParameterRangesUnionTypeDef],  # (5)
    TrainingJobEarlyStoppingType: NotRequired[TrainingJobEarlyStoppingTypeType],  # (6)
    TuningJobCompletionCriteria: NotRequired[TuningJobCompletionCriteriaTypeDef],  # (7)
    RandomSeed: NotRequired[int],
  1. See HyperParameterTuningJobStrategyTypeType
  2. See HyperParameterTuningJobStrategyConfigTypeDef
  3. See HyperParameterTuningJobObjectiveTypeDef
  4. See ResourceLimitsTypeDef
  5. See ParameterRangesTypeDef ParameterRangesOutputTypeDef
  6. See TrainingJobEarlyStoppingTypeType
  7. See TuningJobCompletionCriteriaTypeDef

EndpointInputConfigurationTypeDef#

# EndpointInputConfigurationTypeDef definition

class EndpointInputConfigurationTypeDef(TypedDict):
    InstanceType: NotRequired[ProductionVariantInstanceTypeType],  # (1)
    ServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef],  # (2)
    InferenceSpecificationName: NotRequired[str],
    EnvironmentParameterRanges: NotRequired[EnvironmentParameterRangesUnionTypeDef],  # (3)
  1. See ProductionVariantInstanceTypeType
  2. See ProductionVariantServerlessConfigTypeDef
  3. See EnvironmentParameterRangesTypeDef EnvironmentParameterRangesOutputTypeDef

DescribeEndpointConfigOutputTypeDef#

# DescribeEndpointConfigOutputTypeDef definition

class DescribeEndpointConfigOutputTypeDef(TypedDict):
    EndpointConfigName: str,
    EndpointConfigArn: str,
    ProductionVariants: list[ProductionVariantTypeDef],  # (1)
    DataCaptureConfig: DataCaptureConfigOutputTypeDef,  # (2)
    KmsKeyId: str,
    CreationTime: datetime,
    AsyncInferenceConfig: AsyncInferenceConfigOutputTypeDef,  # (3)
    ExplainerConfig: ExplainerConfigOutputTypeDef,  # (4)
    ShadowProductionVariants: list[ProductionVariantTypeDef],  # (1)
    ExecutionRoleArn: str,
    VpcConfig: VpcConfigOutputTypeDef,  # (6)
    EnableNetworkIsolation: bool,
    ResponseMetadata: ResponseMetadataTypeDef,  # (7)
  1. See ProductionVariantTypeDef
  2. See DataCaptureConfigOutputTypeDef
  3. See AsyncInferenceConfigOutputTypeDef
  4. See ExplainerConfigOutputTypeDef
  5. See ProductionVariantTypeDef
  6. See VpcConfigOutputTypeDef
  7. See ResponseMetadataTypeDef

DescribeEndpointOutputTypeDef#

# DescribeEndpointOutputTypeDef definition

class DescribeEndpointOutputTypeDef(TypedDict):
    EndpointName: str,
    EndpointArn: str,
    EndpointConfigName: str,
    ProductionVariants: list[ProductionVariantSummaryTypeDef],  # (1)
    DataCaptureConfig: DataCaptureConfigSummaryTypeDef,  # (2)
    EndpointStatus: EndpointStatusType,  # (3)
    FailureReason: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    LastDeploymentConfig: DeploymentConfigOutputTypeDef,  # (4)
    AsyncInferenceConfig: AsyncInferenceConfigOutputTypeDef,  # (5)
    PendingDeploymentSummary: PendingDeploymentSummaryTypeDef,  # (6)
    ExplainerConfig: ExplainerConfigOutputTypeDef,  # (7)
    ShadowProductionVariants: list[ProductionVariantSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (9)
  1. See ProductionVariantSummaryTypeDef
  2. See DataCaptureConfigSummaryTypeDef
  3. See EndpointStatusType
  4. See DeploymentConfigOutputTypeDef
  5. See AsyncInferenceConfigOutputTypeDef
  6. See PendingDeploymentSummaryTypeDef
  7. See ExplainerConfigOutputTypeDef
  8. See ProductionVariantSummaryTypeDef
  9. See ResponseMetadataTypeDef

ExplainerConfigTypeDef#

# ExplainerConfigTypeDef definition

class ExplainerConfigTypeDef(TypedDict):
    ClarifyExplainerConfig: NotRequired[ClarifyExplainerConfigUnionTypeDef],  # (1)
  1. See ClarifyExplainerConfigTypeDef ClarifyExplainerConfigOutputTypeDef

AutoMLJobConfigTypeDef#

# AutoMLJobConfigTypeDef definition

class AutoMLJobConfigTypeDef(TypedDict):
    CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef],  # (1)
    SecurityConfig: NotRequired[AutoMLSecurityConfigUnionTypeDef],  # (2)
    CandidateGenerationConfig: NotRequired[AutoMLCandidateGenerationConfigUnionTypeDef],  # (3)
    DataSplitConfig: NotRequired[AutoMLDataSplitConfigTypeDef],  # (4)
    Mode: NotRequired[AutoMLModeType],  # (5)
  1. See AutoMLJobCompletionCriteriaTypeDef
  2. See AutoMLSecurityConfigTypeDef AutoMLSecurityConfigOutputTypeDef
  3. See AutoMLCandidateGenerationConfigTypeDef AutoMLCandidateGenerationConfigOutputTypeDef
  4. See AutoMLDataSplitConfigTypeDef
  5. See AutoMLModeType

LabelingJobAlgorithmsConfigTypeDef#

# LabelingJobAlgorithmsConfigTypeDef definition

class LabelingJobAlgorithmsConfigTypeDef(TypedDict):
    LabelingJobAlgorithmSpecificationArn: str,
    InitialActiveLearningModelArn: NotRequired[str],
    LabelingJobResourceConfig: NotRequired[LabelingJobResourceConfigUnionTypeDef],  # (1)
  1. See LabelingJobResourceConfigTypeDef LabelingJobResourceConfigOutputTypeDef

DescribeHyperParameterTuningJobResponseTypeDef#

# DescribeHyperParameterTuningJobResponseTypeDef definition

class DescribeHyperParameterTuningJobResponseTypeDef(TypedDict):
    HyperParameterTuningJobName: str,
    HyperParameterTuningJobArn: str,
    HyperParameterTuningJobConfig: HyperParameterTuningJobConfigOutputTypeDef,  # (1)
    TrainingJobDefinition: HyperParameterTrainingJobDefinitionOutputTypeDef,  # (2)
    TrainingJobDefinitions: list[HyperParameterTrainingJobDefinitionOutputTypeDef],  # (3)
    HyperParameterTuningJobStatus: HyperParameterTuningJobStatusType,  # (4)
    CreationTime: datetime,
    HyperParameterTuningEndTime: datetime,
    LastModifiedTime: datetime,
    TrainingJobStatusCounters: TrainingJobStatusCountersTypeDef,  # (5)
    ObjectiveStatusCounters: ObjectiveStatusCountersTypeDef,  # (6)
    BestTrainingJob: HyperParameterTrainingJobSummaryTypeDef,  # (7)
    OverallBestTrainingJob: HyperParameterTrainingJobSummaryTypeDef,  # (7)
    WarmStartConfig: HyperParameterTuningJobWarmStartConfigOutputTypeDef,  # (9)
    Autotune: AutotuneTypeDef,  # (10)
    FailureReason: str,
    TuningJobCompletionDetails: HyperParameterTuningJobCompletionDetailsTypeDef,  # (11)
    ConsumedResources: HyperParameterTuningJobConsumedResourcesTypeDef,  # (12)
    ResponseMetadata: ResponseMetadataTypeDef,  # (13)
  1. See HyperParameterTuningJobConfigOutputTypeDef
  2. See HyperParameterTrainingJobDefinitionOutputTypeDef
  3. See HyperParameterTrainingJobDefinitionOutputTypeDef
  4. See HyperParameterTuningJobStatusType
  5. See TrainingJobStatusCountersTypeDef
  6. See ObjectiveStatusCountersTypeDef
  7. See HyperParameterTrainingJobSummaryTypeDef
  8. See HyperParameterTrainingJobSummaryTypeDef
  9. See HyperParameterTuningJobWarmStartConfigOutputTypeDef
  10. See AutotuneTypeDef
  11. See HyperParameterTuningJobCompletionDetailsTypeDef
  12. See HyperParameterTuningJobConsumedResourcesTypeDef
  13. See ResponseMetadataTypeDef

HyperParameterTuningJobSearchEntityTypeDef#

# HyperParameterTuningJobSearchEntityTypeDef definition

class HyperParameterTuningJobSearchEntityTypeDef(TypedDict):
    HyperParameterTuningJobName: NotRequired[str],
    HyperParameterTuningJobArn: NotRequired[str],
    HyperParameterTuningJobConfig: NotRequired[HyperParameterTuningJobConfigOutputTypeDef],  # (1)
    TrainingJobDefinition: NotRequired[HyperParameterTrainingJobDefinitionOutputTypeDef],  # (2)
    TrainingJobDefinitions: NotRequired[list[HyperParameterTrainingJobDefinitionOutputTypeDef]],  # (3)
    HyperParameterTuningJobStatus: NotRequired[HyperParameterTuningJobStatusType],  # (4)
    CreationTime: NotRequired[datetime],
    HyperParameterTuningEndTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    TrainingJobStatusCounters: NotRequired[TrainingJobStatusCountersTypeDef],  # (5)
    ObjectiveStatusCounters: NotRequired[ObjectiveStatusCountersTypeDef],  # (6)
    BestTrainingJob: NotRequired[HyperParameterTrainingJobSummaryTypeDef],  # (7)
    OverallBestTrainingJob: NotRequired[HyperParameterTrainingJobSummaryTypeDef],  # (7)
    WarmStartConfig: NotRequired[HyperParameterTuningJobWarmStartConfigOutputTypeDef],  # (9)
    FailureReason: NotRequired[str],
    TuningJobCompletionDetails: NotRequired[HyperParameterTuningJobCompletionDetailsTypeDef],  # (10)
    ConsumedResources: NotRequired[HyperParameterTuningJobConsumedResourcesTypeDef],  # (11)
    Tags: NotRequired[list[TagTypeDef]],  # (12)
  1. See HyperParameterTuningJobConfigOutputTypeDef
  2. See HyperParameterTrainingJobDefinitionOutputTypeDef
  3. See HyperParameterTrainingJobDefinitionOutputTypeDef
  4. See HyperParameterTuningJobStatusType
  5. See TrainingJobStatusCountersTypeDef
  6. See ObjectiveStatusCountersTypeDef
  7. See HyperParameterTrainingJobSummaryTypeDef
  8. See HyperParameterTrainingJobSummaryTypeDef
  9. See HyperParameterTuningJobWarmStartConfigOutputTypeDef
  10. See HyperParameterTuningJobCompletionDetailsTypeDef
  11. See HyperParameterTuningJobConsumedResourcesTypeDef
  12. See TagTypeDef

ListSpacesResponseTypeDef#

# ListSpacesResponseTypeDef definition

class ListSpacesResponseTypeDef(TypedDict):
    Spaces: list[SpaceDetailsTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See SpaceDetailsTypeDef
  2. See ResponseMetadataTypeDef

DefaultSpaceSettingsTypeDef#

# DefaultSpaceSettingsTypeDef definition

class DefaultSpaceSettingsTypeDef(TypedDict):
    ExecutionRole: NotRequired[str],
    SecurityGroups: NotRequired[Sequence[str]],
    JupyterServerAppSettings: NotRequired[JupyterServerAppSettingsUnionTypeDef],  # (1)
    KernelGatewayAppSettings: NotRequired[KernelGatewayAppSettingsUnionTypeDef],  # (2)
    JupyterLabAppSettings: NotRequired[JupyterLabAppSettingsUnionTypeDef],  # (3)
    SpaceStorageSettings: NotRequired[DefaultSpaceStorageSettingsTypeDef],  # (4)
    CustomPosixUserConfig: NotRequired[CustomPosixUserConfigTypeDef],  # (5)
    CustomFileSystemConfigs: NotRequired[Sequence[CustomFileSystemConfigTypeDef]],  # (6)
  1. See JupyterServerAppSettingsTypeDef JupyterServerAppSettingsOutputTypeDef
  2. See KernelGatewayAppSettingsTypeDef KernelGatewayAppSettingsOutputTypeDef
  3. See JupyterLabAppSettingsTypeDef JupyterLabAppSettingsOutputTypeDef
  4. See DefaultSpaceStorageSettingsTypeDef
  5. See CustomPosixUserConfigTypeDef
  6. See CustomFileSystemConfigTypeDef

ListInferenceRecommendationsJobStepsResponseTypeDef#

# ListInferenceRecommendationsJobStepsResponseTypeDef definition

class ListInferenceRecommendationsJobStepsResponseTypeDef(TypedDict):
    Steps: list[InferenceRecommendationsJobStepTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See InferenceRecommendationsJobStepTypeDef
  2. See ResponseMetadataTypeDef

UserSettingsTypeDef#

# UserSettingsTypeDef definition

class UserSettingsTypeDef(TypedDict):
    ExecutionRole: NotRequired[str],
    SecurityGroups: NotRequired[Sequence[str]],
    SharingSettings: NotRequired[SharingSettingsTypeDef],  # (1)
    JupyterServerAppSettings: NotRequired[JupyterServerAppSettingsUnionTypeDef],  # (2)
    KernelGatewayAppSettings: NotRequired[KernelGatewayAppSettingsUnionTypeDef],  # (3)
    TensorBoardAppSettings: NotRequired[TensorBoardAppSettingsTypeDef],  # (4)
    RStudioServerProAppSettings: NotRequired[RStudioServerProAppSettingsTypeDef],  # (5)
    RSessionAppSettings: NotRequired[RSessionAppSettingsUnionTypeDef],  # (6)
    CanvasAppSettings: NotRequired[CanvasAppSettingsUnionTypeDef],  # (7)
    CodeEditorAppSettings: NotRequired[CodeEditorAppSettingsUnionTypeDef],  # (8)
    JupyterLabAppSettings: NotRequired[JupyterLabAppSettingsUnionTypeDef],  # (9)
    SpaceStorageSettings: NotRequired[DefaultSpaceStorageSettingsTypeDef],  # (10)
    DefaultLandingUri: NotRequired[str],
    StudioWebPortal: NotRequired[StudioWebPortalType],  # (11)
    CustomPosixUserConfig: NotRequired[CustomPosixUserConfigTypeDef],  # (12)
    CustomFileSystemConfigs: NotRequired[Sequence[CustomFileSystemConfigTypeDef]],  # (13)
    StudioWebPortalSettings: NotRequired[StudioWebPortalSettingsUnionTypeDef],  # (14)
    AutoMountHomeEFS: NotRequired[AutoMountHomeEFSType],  # (15)
  1. See SharingSettingsTypeDef
  2. See JupyterServerAppSettingsTypeDef JupyterServerAppSettingsOutputTypeDef
  3. See KernelGatewayAppSettingsTypeDef KernelGatewayAppSettingsOutputTypeDef
  4. See TensorBoardAppSettingsTypeDef
  5. See RStudioServerProAppSettingsTypeDef
  6. See RSessionAppSettingsTypeDef RSessionAppSettingsOutputTypeDef
  7. See CanvasAppSettingsTypeDef CanvasAppSettingsOutputTypeDef
  8. See CodeEditorAppSettingsTypeDef CodeEditorAppSettingsOutputTypeDef
  9. See JupyterLabAppSettingsTypeDef JupyterLabAppSettingsOutputTypeDef
  10. See DefaultSpaceStorageSettingsTypeDef
  11. See StudioWebPortalType
  12. See CustomPosixUserConfigTypeDef
  13. See CustomFileSystemConfigTypeDef
  14. See StudioWebPortalSettingsTypeDef StudioWebPortalSettingsOutputTypeDef
  15. See AutoMountHomeEFSType

DescribeWorkteamResponseTypeDef#

# DescribeWorkteamResponseTypeDef definition

class DescribeWorkteamResponseTypeDef(TypedDict):
    Workteam: WorkteamTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See WorkteamTypeDef
  2. See ResponseMetadataTypeDef

ListWorkteamsResponseTypeDef#

# ListWorkteamsResponseTypeDef definition

class ListWorkteamsResponseTypeDef(TypedDict):
    Workteams: list[WorkteamTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See WorkteamTypeDef
  2. See ResponseMetadataTypeDef

UpdateWorkteamResponseTypeDef#

# UpdateWorkteamResponseTypeDef definition

class UpdateWorkteamResponseTypeDef(TypedDict):
    Workteam: WorkteamTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See WorkteamTypeDef
  2. See ResponseMetadataTypeDef

ListLabelingJobsResponseTypeDef#

# ListLabelingJobsResponseTypeDef definition

class ListLabelingJobsResponseTypeDef(TypedDict):
    LabelingJobSummaryList: list[LabelingJobSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See LabelingJobSummaryTypeDef
  2. See ResponseMetadataTypeDef

DynamicScalingConfigurationTypeDef#

# DynamicScalingConfigurationTypeDef definition

class DynamicScalingConfigurationTypeDef(TypedDict):
    MinCapacity: NotRequired[int],
    MaxCapacity: NotRequired[int],
    ScaleInCooldown: NotRequired[int],
    ScaleOutCooldown: NotRequired[int],
    ScalingPolicies: NotRequired[list[ScalingPolicyTypeDef]],  # (1)
  1. See ScalingPolicyTypeDef

DescribeModelOutputTypeDef#

# DescribeModelOutputTypeDef definition

class DescribeModelOutputTypeDef(TypedDict):
    ModelName: str,
    PrimaryContainer: ContainerDefinitionOutputTypeDef,  # (1)
    Containers: list[ContainerDefinitionOutputTypeDef],  # (2)
    InferenceExecutionConfig: InferenceExecutionConfigTypeDef,  # (3)
    ExecutionRoleArn: str,
    VpcConfig: VpcConfigOutputTypeDef,  # (4)
    CreationTime: datetime,
    ModelArn: str,
    EnableNetworkIsolation: bool,
    DeploymentRecommendation: DeploymentRecommendationTypeDef,  # (5)
    ResponseMetadata: ResponseMetadataTypeDef,  # (6)
  1. See ContainerDefinitionOutputTypeDef
  2. See ContainerDefinitionOutputTypeDef
  3. See InferenceExecutionConfigTypeDef
  4. See VpcConfigOutputTypeDef
  5. See DeploymentRecommendationTypeDef
  6. See ResponseMetadataTypeDef

ModelTypeDef#

# ModelTypeDef definition

class ModelTypeDef(TypedDict):
    ModelName: NotRequired[str],
    PrimaryContainer: NotRequired[ContainerDefinitionOutputTypeDef],  # (1)
    Containers: NotRequired[list[ContainerDefinitionOutputTypeDef]],  # (2)
    InferenceExecutionConfig: NotRequired[InferenceExecutionConfigTypeDef],  # (3)
    ExecutionRoleArn: NotRequired[str],
    VpcConfig: NotRequired[VpcConfigOutputTypeDef],  # (4)
    CreationTime: NotRequired[datetime],
    ModelArn: NotRequired[str],
    EnableNetworkIsolation: NotRequired[bool],
    Tags: NotRequired[list[TagTypeDef]],  # (5)
    DeploymentRecommendation: NotRequired[DeploymentRecommendationTypeDef],  # (6)
  1. See ContainerDefinitionOutputTypeDef
  2. See ContainerDefinitionOutputTypeDef
  3. See InferenceExecutionConfigTypeDef
  4. See VpcConfigOutputTypeDef
  5. See TagTypeDef
  6. See DeploymentRecommendationTypeDef

AdditionalInferenceSpecificationDefinitionOutputTypeDef#

# AdditionalInferenceSpecificationDefinitionOutputTypeDef definition

class AdditionalInferenceSpecificationDefinitionOutputTypeDef(TypedDict):
    Name: str,
    Containers: list[ModelPackageContainerDefinitionOutputTypeDef],  # (1)
    Description: NotRequired[str],
    SupportedTransformInstanceTypes: NotRequired[list[TransformInstanceTypeType]],  # (2)
    SupportedRealtimeInferenceInstanceTypes: NotRequired[list[ProductionVariantInstanceTypeType]],  # (3)
    SupportedContentTypes: NotRequired[list[str]],
    SupportedResponseMIMETypes: NotRequired[list[str]],
  1. See ModelPackageContainerDefinitionOutputTypeDef
  2. See TransformInstanceTypeType
  3. See ProductionVariantInstanceTypeType

InferenceSpecificationOutputTypeDef#

# InferenceSpecificationOutputTypeDef definition

class InferenceSpecificationOutputTypeDef(TypedDict):
    Containers: list[ModelPackageContainerDefinitionOutputTypeDef],  # (1)
    SupportedTransformInstanceTypes: NotRequired[list[TransformInstanceTypeType]],  # (2)
    SupportedRealtimeInferenceInstanceTypes: NotRequired[list[ProductionVariantInstanceTypeType]],  # (3)
    SupportedContentTypes: NotRequired[list[str]],
    SupportedResponseMIMETypes: NotRequired[list[str]],
  1. See ModelPackageContainerDefinitionOutputTypeDef
  2. See TransformInstanceTypeType
  3. See ProductionVariantInstanceTypeType

SourceAlgorithmSpecificationOutputTypeDef#

# SourceAlgorithmSpecificationOutputTypeDef definition

class SourceAlgorithmSpecificationOutputTypeDef(TypedDict):
    SourceAlgorithms: list[SourceAlgorithmTypeDef],  # (1)
  1. See SourceAlgorithmTypeDef

SourceAlgorithmSpecificationTypeDef#

# SourceAlgorithmSpecificationTypeDef definition

class SourceAlgorithmSpecificationTypeDef(TypedDict):
    SourceAlgorithms: Sequence[SourceAlgorithmTypeDef],  # (1)
  1. See SourceAlgorithmTypeDef

CreateOptimizationJobRequestRequestTypeDef#

# CreateOptimizationJobRequestRequestTypeDef definition

class CreateOptimizationJobRequestRequestTypeDef(TypedDict):
    OptimizationJobName: str,
    RoleArn: str,
    ModelSource: OptimizationJobModelSourceTypeDef,  # (1)
    DeploymentInstanceType: OptimizationJobDeploymentInstanceTypeType,  # (2)
    OptimizationConfigs: Sequence[OptimizationConfigUnionTypeDef],  # (3)
    OutputConfig: OptimizationJobOutputConfigTypeDef,  # (4)
    StoppingCondition: StoppingConditionTypeDef,  # (5)
    OptimizationEnvironment: NotRequired[Mapping[str, str]],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (6)
    VpcConfig: NotRequired[OptimizationVpcConfigTypeDef],  # (7)
  1. See OptimizationJobModelSourceTypeDef
  2. See OptimizationJobDeploymentInstanceTypeType
  3. See OptimizationConfigTypeDef OptimizationConfigOutputTypeDef
  4. See OptimizationJobOutputConfigTypeDef
  5. See StoppingConditionTypeDef
  6. See TagTypeDef
  7. See OptimizationVpcConfigTypeDef

DescribeDataQualityJobDefinitionResponseTypeDef#

# DescribeDataQualityJobDefinitionResponseTypeDef definition

class DescribeDataQualityJobDefinitionResponseTypeDef(TypedDict):
    JobDefinitionArn: str,
    JobDefinitionName: str,
    CreationTime: datetime,
    DataQualityBaselineConfig: DataQualityBaselineConfigTypeDef,  # (1)
    DataQualityAppSpecification: DataQualityAppSpecificationOutputTypeDef,  # (2)
    DataQualityJobInput: DataQualityJobInputOutputTypeDef,  # (3)
    DataQualityJobOutputConfig: MonitoringOutputConfigOutputTypeDef,  # (4)
    JobResources: MonitoringResourcesTypeDef,  # (5)
    NetworkConfig: MonitoringNetworkConfigOutputTypeDef,  # (6)
    RoleArn: str,
    StoppingCondition: MonitoringStoppingConditionTypeDef,  # (7)
    ResponseMetadata: ResponseMetadataTypeDef,  # (8)
  1. See DataQualityBaselineConfigTypeDef
  2. See DataQualityAppSpecificationOutputTypeDef
  3. See DataQualityJobInputOutputTypeDef
  4. See MonitoringOutputConfigOutputTypeDef
  5. See MonitoringResourcesTypeDef
  6. See MonitoringNetworkConfigOutputTypeDef
  7. See MonitoringStoppingConditionTypeDef
  8. See ResponseMetadataTypeDef

DescribeModelBiasJobDefinitionResponseTypeDef#

# DescribeModelBiasJobDefinitionResponseTypeDef definition

class DescribeModelBiasJobDefinitionResponseTypeDef(TypedDict):
    JobDefinitionArn: str,
    JobDefinitionName: str,
    CreationTime: datetime,
    ModelBiasBaselineConfig: ModelBiasBaselineConfigTypeDef,  # (1)
    ModelBiasAppSpecification: ModelBiasAppSpecificationOutputTypeDef,  # (2)
    ModelBiasJobInput: ModelBiasJobInputOutputTypeDef,  # (3)
    ModelBiasJobOutputConfig: MonitoringOutputConfigOutputTypeDef,  # (4)
    JobResources: MonitoringResourcesTypeDef,  # (5)
    NetworkConfig: MonitoringNetworkConfigOutputTypeDef,  # (6)
    RoleArn: str,
    StoppingCondition: MonitoringStoppingConditionTypeDef,  # (7)
    ResponseMetadata: ResponseMetadataTypeDef,  # (8)
  1. See ModelBiasBaselineConfigTypeDef
  2. See ModelBiasAppSpecificationOutputTypeDef
  3. See ModelBiasJobInputOutputTypeDef
  4. See MonitoringOutputConfigOutputTypeDef
  5. See MonitoringResourcesTypeDef
  6. See MonitoringNetworkConfigOutputTypeDef
  7. See MonitoringStoppingConditionTypeDef
  8. See ResponseMetadataTypeDef

DescribeModelExplainabilityJobDefinitionResponseTypeDef#

# DescribeModelExplainabilityJobDefinitionResponseTypeDef definition

class DescribeModelExplainabilityJobDefinitionResponseTypeDef(TypedDict):
    JobDefinitionArn: str,
    JobDefinitionName: str,
    CreationTime: datetime,
    ModelExplainabilityBaselineConfig: ModelExplainabilityBaselineConfigTypeDef,  # (1)
    ModelExplainabilityAppSpecification: ModelExplainabilityAppSpecificationOutputTypeDef,  # (2)
    ModelExplainabilityJobInput: ModelExplainabilityJobInputOutputTypeDef,  # (3)
    ModelExplainabilityJobOutputConfig: MonitoringOutputConfigOutputTypeDef,  # (4)
    JobResources: MonitoringResourcesTypeDef,  # (5)
    NetworkConfig: MonitoringNetworkConfigOutputTypeDef,  # (6)
    RoleArn: str,
    StoppingCondition: MonitoringStoppingConditionTypeDef,  # (7)
    ResponseMetadata: ResponseMetadataTypeDef,  # (8)
  1. See ModelExplainabilityBaselineConfigTypeDef
  2. See ModelExplainabilityAppSpecificationOutputTypeDef
  3. See ModelExplainabilityJobInputOutputTypeDef
  4. See MonitoringOutputConfigOutputTypeDef
  5. See MonitoringResourcesTypeDef
  6. See MonitoringNetworkConfigOutputTypeDef
  7. See MonitoringStoppingConditionTypeDef
  8. See ResponseMetadataTypeDef

DescribeModelQualityJobDefinitionResponseTypeDef#

# DescribeModelQualityJobDefinitionResponseTypeDef definition

class DescribeModelQualityJobDefinitionResponseTypeDef(TypedDict):
    JobDefinitionArn: str,
    JobDefinitionName: str,
    CreationTime: datetime,
    ModelQualityBaselineConfig: ModelQualityBaselineConfigTypeDef,  # (1)
    ModelQualityAppSpecification: ModelQualityAppSpecificationOutputTypeDef,  # (2)
    ModelQualityJobInput: ModelQualityJobInputOutputTypeDef,  # (3)
    ModelQualityJobOutputConfig: MonitoringOutputConfigOutputTypeDef,  # (4)
    JobResources: MonitoringResourcesTypeDef,  # (5)
    NetworkConfig: MonitoringNetworkConfigOutputTypeDef,  # (6)
    RoleArn: str,
    StoppingCondition: MonitoringStoppingConditionTypeDef,  # (7)
    ResponseMetadata: ResponseMetadataTypeDef,  # (8)
  1. See ModelQualityBaselineConfigTypeDef
  2. See ModelQualityAppSpecificationOutputTypeDef
  3. See ModelQualityJobInputOutputTypeDef
  4. See MonitoringOutputConfigOutputTypeDef
  5. See MonitoringResourcesTypeDef
  6. See MonitoringNetworkConfigOutputTypeDef
  7. See MonitoringStoppingConditionTypeDef
  8. See ResponseMetadataTypeDef

MonitoringJobDefinitionOutputTypeDef#

# MonitoringJobDefinitionOutputTypeDef definition

class MonitoringJobDefinitionOutputTypeDef(TypedDict):
    MonitoringInputs: list[MonitoringInputOutputTypeDef],  # (2)
    MonitoringOutputConfig: MonitoringOutputConfigOutputTypeDef,  # (3)
    MonitoringResources: MonitoringResourcesTypeDef,  # (4)
    MonitoringAppSpecification: MonitoringAppSpecificationOutputTypeDef,  # (5)
    RoleArn: str,
    BaselineConfig: NotRequired[MonitoringBaselineConfigTypeDef],  # (1)
    StoppingCondition: NotRequired[MonitoringStoppingConditionTypeDef],  # (6)
    Environment: NotRequired[dict[str, str]],
    NetworkConfig: NotRequired[NetworkConfigOutputTypeDef],  # (7)
  1. See MonitoringBaselineConfigTypeDef
  2. See MonitoringInputOutputTypeDef
  3. See MonitoringOutputConfigOutputTypeDef
  4. See MonitoringResourcesTypeDef
  5. See MonitoringAppSpecificationOutputTypeDef
  6. See MonitoringStoppingConditionTypeDef
  7. See NetworkConfigOutputTypeDef

CreateWorkteamRequestRequestTypeDef#

# CreateWorkteamRequestRequestTypeDef definition

class CreateWorkteamRequestRequestTypeDef(TypedDict):
    WorkteamName: str,
    MemberDefinitions: Sequence[MemberDefinitionUnionTypeDef],  # (1)
    Description: str,
    WorkforceName: NotRequired[str],
    NotificationConfiguration: NotRequired[NotificationConfigurationTypeDef],  # (2)
    WorkerAccessConfiguration: NotRequired[WorkerAccessConfigurationTypeDef],  # (3)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (4)
  1. See MemberDefinitionTypeDef MemberDefinitionOutputTypeDef
  2. See NotificationConfigurationTypeDef
  3. See WorkerAccessConfigurationTypeDef
  4. See TagTypeDef

ChannelTypeDef#

# ChannelTypeDef definition

class ChannelTypeDef(TypedDict):
    ChannelName: str,
    DataSource: DataSourceUnionTypeDef,  # (1)
    ContentType: NotRequired[str],
    CompressionType: NotRequired[CompressionTypeType],  # (2)
    RecordWrapperType: NotRequired[RecordWrapperType],  # (3)
    InputMode: NotRequired[TrainingInputModeType],  # (4)
    ShuffleConfig: NotRequired[ShuffleConfigTypeDef],  # (5)
  1. See DataSourceTypeDef DataSourceOutputTypeDef
  2. See CompressionTypeType
  3. See RecordWrapperType
  4. See TrainingInputModeType
  5. See ShuffleConfigTypeDef

DescribeSpaceResponseTypeDef#

# DescribeSpaceResponseTypeDef definition

class DescribeSpaceResponseTypeDef(TypedDict):
    DomainId: str,
    SpaceArn: str,
    SpaceName: str,
    HomeEfsFileSystemUid: str,
    Status: SpaceStatusType,  # (1)
    LastModifiedTime: datetime,
    CreationTime: datetime,
    FailureReason: str,
    SpaceSettings: SpaceSettingsOutputTypeDef,  # (2)
    OwnershipSettings: OwnershipSettingsTypeDef,  # (3)
    SpaceSharingSettings: SpaceSharingSettingsTypeDef,  # (4)
    SpaceDisplayName: str,
    Url: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (5)
  1. See SpaceStatusType
  2. See SpaceSettingsOutputTypeDef
  3. See OwnershipSettingsTypeDef
  4. See SpaceSharingSettingsTypeDef
  5. See ResponseMetadataTypeDef

SpaceSettingsTypeDef#

# SpaceSettingsTypeDef definition

class SpaceSettingsTypeDef(TypedDict):
    JupyterServerAppSettings: NotRequired[JupyterServerAppSettingsUnionTypeDef],  # (1)
    KernelGatewayAppSettings: NotRequired[KernelGatewayAppSettingsUnionTypeDef],  # (2)
    CodeEditorAppSettings: NotRequired[SpaceCodeEditorAppSettingsTypeDef],  # (3)
    JupyterLabAppSettings: NotRequired[SpaceJupyterLabAppSettingsUnionTypeDef],  # (4)
    AppType: NotRequired[AppTypeType],  # (5)
    SpaceStorageSettings: NotRequired[SpaceStorageSettingsTypeDef],  # (6)
    CustomFileSystems: NotRequired[Sequence[CustomFileSystemTypeDef]],  # (7)
  1. See JupyterServerAppSettingsTypeDef JupyterServerAppSettingsOutputTypeDef
  2. See KernelGatewayAppSettingsTypeDef KernelGatewayAppSettingsOutputTypeDef
  3. See SpaceCodeEditorAppSettingsTypeDef
  4. See SpaceJupyterLabAppSettingsTypeDef SpaceJupyterLabAppSettingsOutputTypeDef
  5. See AppTypeType
  6. See SpaceStorageSettingsTypeDef
  7. See CustomFileSystemTypeDef

AlgorithmValidationProfileOutputTypeDef#

# AlgorithmValidationProfileOutputTypeDef definition

class AlgorithmValidationProfileOutputTypeDef(TypedDict):
    ProfileName: str,
    TrainingJobDefinition: TrainingJobDefinitionOutputTypeDef,  # (1)
    TransformJobDefinition: NotRequired[TransformJobDefinitionOutputTypeDef],  # (2)
  1. See TrainingJobDefinitionOutputTypeDef
  2. See TransformJobDefinitionOutputTypeDef

ModelPackageValidationProfileOutputTypeDef#

# ModelPackageValidationProfileOutputTypeDef definition

class ModelPackageValidationProfileOutputTypeDef(TypedDict):
    ProfileName: str,
    TransformJobDefinition: TransformJobDefinitionOutputTypeDef,  # (1)
  1. See TransformJobDefinitionOutputTypeDef

TrialComponentSourceDetailTypeDef#

# TrialComponentSourceDetailTypeDef definition

class TrialComponentSourceDetailTypeDef(TypedDict):
    SourceArn: NotRequired[str],
    TrainingJob: NotRequired[TrainingJobTypeDef],  # (1)
    ProcessingJob: NotRequired[ProcessingJobTypeDef],  # (2)
    TransformJob: NotRequired[TransformJobTypeDef],  # (3)
  1. See TrainingJobTypeDef
  2. See ProcessingJobTypeDef
  3. See TransformJobTypeDef

CreateEndpointConfigInputRequestTypeDef#

# CreateEndpointConfigInputRequestTypeDef definition

class CreateEndpointConfigInputRequestTypeDef(TypedDict):
    EndpointConfigName: str,
    ProductionVariants: Sequence[ProductionVariantTypeDef],  # (1)
    DataCaptureConfig: NotRequired[DataCaptureConfigTypeDef],  # (2)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (3)
    KmsKeyId: NotRequired[str],
    AsyncInferenceConfig: NotRequired[AsyncInferenceConfigTypeDef],  # (4)
    ExplainerConfig: NotRequired[ExplainerConfigTypeDef],  # (5)
    ShadowProductionVariants: NotRequired[Sequence[ProductionVariantTypeDef]],  # (1)
    ExecutionRoleArn: NotRequired[str],
    VpcConfig: NotRequired[VpcConfigTypeDef],  # (7)
    EnableNetworkIsolation: NotRequired[bool],
  1. See ProductionVariantTypeDef
  2. See DataCaptureConfigTypeDef
  3. See TagTypeDef
  4. See AsyncInferenceConfigTypeDef
  5. See ExplainerConfigTypeDef
  6. See ProductionVariantTypeDef
  7. See VpcConfigTypeDef

CreateAutoMLJobRequestRequestTypeDef#

# CreateAutoMLJobRequestRequestTypeDef definition

class CreateAutoMLJobRequestRequestTypeDef(TypedDict):
    AutoMLJobName: str,
    InputDataConfig: Sequence[AutoMLChannelTypeDef],  # (1)
    OutputDataConfig: AutoMLOutputDataConfigTypeDef,  # (2)
    RoleArn: str,
    ProblemType: NotRequired[ProblemTypeType],  # (3)
    AutoMLJobObjective: NotRequired[AutoMLJobObjectiveTypeDef],  # (4)
    AutoMLJobConfig: NotRequired[AutoMLJobConfigTypeDef],  # (5)
    GenerateCandidateDefinitionsOnly: NotRequired[bool],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (6)
    ModelDeployConfig: NotRequired[ModelDeployConfigTypeDef],  # (7)
  1. See AutoMLChannelTypeDef
  2. See AutoMLOutputDataConfigTypeDef
  3. See ProblemTypeType
  4. See AutoMLJobObjectiveTypeDef
  5. See AutoMLJobConfigTypeDef
  6. See TagTypeDef
  7. See ModelDeployConfigTypeDef

CreateLabelingJobRequestRequestTypeDef#

# CreateLabelingJobRequestRequestTypeDef definition

class CreateLabelingJobRequestRequestTypeDef(TypedDict):
    LabelingJobName: str,
    LabelAttributeName: str,
    InputConfig: LabelingJobInputConfigTypeDef,  # (1)
    OutputConfig: LabelingJobOutputConfigTypeDef,  # (2)
    RoleArn: str,
    HumanTaskConfig: HumanTaskConfigTypeDef,  # (3)
    LabelCategoryConfigS3Uri: NotRequired[str],
    StoppingConditions: NotRequired[LabelingJobStoppingConditionsTypeDef],  # (4)
    LabelingJobAlgorithmsConfig: NotRequired[LabelingJobAlgorithmsConfigTypeDef],  # (5)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (6)
  1. See LabelingJobInputConfigTypeDef
  2. See LabelingJobOutputConfigTypeDef
  3. See HumanTaskConfigTypeDef
  4. See LabelingJobStoppingConditionsTypeDef
  5. See LabelingJobAlgorithmsConfigTypeDef
  6. See TagTypeDef

CreateDomainRequestRequestTypeDef#

# CreateDomainRequestRequestTypeDef definition

class CreateDomainRequestRequestTypeDef(TypedDict):
    DomainName: str,
    AuthMode: AuthModeType,  # (1)
    DefaultUserSettings: UserSettingsTypeDef,  # (2)
    SubnetIds: Sequence[str],
    VpcId: str,
    DomainSettings: NotRequired[DomainSettingsTypeDef],  # (3)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (4)
    AppNetworkAccessType: NotRequired[AppNetworkAccessTypeType],  # (5)
    HomeEfsFileSystemKmsKeyId: NotRequired[str],
    KmsKeyId: NotRequired[str],
    AppSecurityGroupManagement: NotRequired[AppSecurityGroupManagementType],  # (6)
    TagPropagation: NotRequired[TagPropagationType],  # (7)
    DefaultSpaceSettings: NotRequired[DefaultSpaceSettingsTypeDef],  # (8)
  1. See AuthModeType
  2. See UserSettingsTypeDef
  3. See DomainSettingsTypeDef
  4. See TagTypeDef
  5. See AppNetworkAccessTypeType
  6. See AppSecurityGroupManagementType
  7. See TagPropagationType
  8. See DefaultSpaceSettingsTypeDef

CreateUserProfileRequestRequestTypeDef#

# CreateUserProfileRequestRequestTypeDef definition

class CreateUserProfileRequestRequestTypeDef(TypedDict):
    DomainId: str,
    UserProfileName: str,
    SingleSignOnUserIdentifier: NotRequired[str],
    SingleSignOnUserValue: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (1)
    UserSettings: NotRequired[UserSettingsTypeDef],  # (2)
  1. See TagTypeDef
  2. See UserSettingsTypeDef

UpdateDomainRequestRequestTypeDef#

# UpdateDomainRequestRequestTypeDef definition

class UpdateDomainRequestRequestTypeDef(TypedDict):
    DomainId: str,
    DefaultUserSettings: NotRequired[UserSettingsTypeDef],  # (1)
    DomainSettingsForUpdate: NotRequired[DomainSettingsForUpdateTypeDef],  # (2)
    AppSecurityGroupManagement: NotRequired[AppSecurityGroupManagementType],  # (3)
    DefaultSpaceSettings: NotRequired[DefaultSpaceSettingsTypeDef],  # (4)
    SubnetIds: NotRequired[Sequence[str]],
    AppNetworkAccessType: NotRequired[AppNetworkAccessTypeType],  # (5)
    TagPropagation: NotRequired[TagPropagationType],  # (6)
  1. See UserSettingsTypeDef
  2. See DomainSettingsForUpdateTypeDef
  3. See AppSecurityGroupManagementType
  4. See DefaultSpaceSettingsTypeDef
  5. See AppNetworkAccessTypeType
  6. See TagPropagationType

UpdateUserProfileRequestRequestTypeDef#

# UpdateUserProfileRequestRequestTypeDef definition

class UpdateUserProfileRequestRequestTypeDef(TypedDict):
    DomainId: str,
    UserProfileName: str,
    UserSettings: NotRequired[UserSettingsTypeDef],  # (1)
  1. See UserSettingsTypeDef

GetScalingConfigurationRecommendationResponseTypeDef#

# GetScalingConfigurationRecommendationResponseTypeDef definition

class GetScalingConfigurationRecommendationResponseTypeDef(TypedDict):
    InferenceRecommendationsJobName: str,
    RecommendationId: str,
    EndpointName: str,
    TargetCpuUtilizationPerCore: int,
    ScalingPolicyObjective: ScalingPolicyObjectiveTypeDef,  # (1)
    Metric: ScalingPolicyMetricTypeDef,  # (2)
    DynamicScalingConfiguration: DynamicScalingConfigurationTypeDef,  # (3)
    ResponseMetadata: ResponseMetadataTypeDef,  # (4)
  1. See ScalingPolicyObjectiveTypeDef
  2. See ScalingPolicyMetricTypeDef
  3. See DynamicScalingConfigurationTypeDef
  4. See ResponseMetadataTypeDef

CreateModelInputRequestTypeDef#

# CreateModelInputRequestTypeDef definition

class CreateModelInputRequestTypeDef(TypedDict):
    ModelName: str,
    PrimaryContainer: NotRequired[ContainerDefinitionTypeDef],  # (1)
    Containers: NotRequired[Sequence[ContainerDefinitionUnionTypeDef]],  # (2)
    InferenceExecutionConfig: NotRequired[InferenceExecutionConfigTypeDef],  # (3)
    ExecutionRoleArn: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (4)
    VpcConfig: NotRequired[VpcConfigTypeDef],  # (5)
    EnableNetworkIsolation: NotRequired[bool],
  1. See ContainerDefinitionTypeDef
  2. See ContainerDefinitionTypeDef ContainerDefinitionOutputTypeDef
  3. See InferenceExecutionConfigTypeDef
  4. See TagTypeDef
  5. See VpcConfigTypeDef

BatchDescribeModelPackageSummaryTypeDef#

# BatchDescribeModelPackageSummaryTypeDef definition

class BatchDescribeModelPackageSummaryTypeDef(TypedDict):
    ModelPackageGroupName: str,
    ModelPackageArn: str,
    CreationTime: datetime,
    InferenceSpecification: InferenceSpecificationOutputTypeDef,  # (1)
    ModelPackageStatus: ModelPackageStatusType,  # (2)
    ModelPackageVersion: NotRequired[int],
    ModelPackageDescription: NotRequired[str],
    ModelApprovalStatus: NotRequired[ModelApprovalStatusType],  # (3)
  1. See InferenceSpecificationOutputTypeDef
  2. See ModelPackageStatusType
  3. See ModelApprovalStatusType

AdditionalInferenceSpecificationDefinitionTypeDef#

# AdditionalInferenceSpecificationDefinitionTypeDef definition

class AdditionalInferenceSpecificationDefinitionTypeDef(TypedDict):
    Name: str,
    Containers: Sequence[ModelPackageContainerDefinitionUnionTypeDef],  # (1)
    Description: NotRequired[str],
    SupportedTransformInstanceTypes: NotRequired[Sequence[TransformInstanceTypeType]],  # (2)
    SupportedRealtimeInferenceInstanceTypes: NotRequired[Sequence[ProductionVariantInstanceTypeType]],  # (3)
    SupportedContentTypes: NotRequired[Sequence[str]],
    SupportedResponseMIMETypes: NotRequired[Sequence[str]],
  1. See ModelPackageContainerDefinitionTypeDef ModelPackageContainerDefinitionOutputTypeDef
  2. See TransformInstanceTypeType
  3. See ProductionVariantInstanceTypeType

InferenceSpecificationTypeDef#

# InferenceSpecificationTypeDef definition

class InferenceSpecificationTypeDef(TypedDict):
    Containers: Sequence[ModelPackageContainerDefinitionUnionTypeDef],  # (1)
    SupportedTransformInstanceTypes: NotRequired[Sequence[TransformInstanceTypeType]],  # (2)
    SupportedRealtimeInferenceInstanceTypes: NotRequired[Sequence[ProductionVariantInstanceTypeType]],  # (3)
    SupportedContentTypes: NotRequired[Sequence[str]],
    SupportedResponseMIMETypes: NotRequired[Sequence[str]],
  1. See ModelPackageContainerDefinitionTypeDef ModelPackageContainerDefinitionOutputTypeDef
  2. See TransformInstanceTypeType
  3. See ProductionVariantInstanceTypeType

MonitoringScheduleConfigOutputTypeDef#

# MonitoringScheduleConfigOutputTypeDef definition

class MonitoringScheduleConfigOutputTypeDef(TypedDict):
    ScheduleConfig: NotRequired[ScheduleConfigTypeDef],  # (1)
    MonitoringJobDefinition: NotRequired[MonitoringJobDefinitionOutputTypeDef],  # (2)
    MonitoringJobDefinitionName: NotRequired[str],
    MonitoringType: NotRequired[MonitoringTypeType],  # (3)
  1. See ScheduleConfigTypeDef
  2. See MonitoringJobDefinitionOutputTypeDef
  3. See MonitoringTypeType

DataQualityJobInputTypeDef#

# DataQualityJobInputTypeDef definition

class DataQualityJobInputTypeDef(TypedDict):
    EndpointInput: NotRequired[EndpointInputTypeDef],  # (1)
    BatchTransformInput: NotRequired[BatchTransformInputUnionTypeDef],  # (2)
  1. See EndpointInputTypeDef
  2. See BatchTransformInputTypeDef BatchTransformInputOutputTypeDef

ModelBiasJobInputTypeDef#

# ModelBiasJobInputTypeDef definition

class ModelBiasJobInputTypeDef(TypedDict):
    GroundTruthS3Input: MonitoringGroundTruthS3InputTypeDef,  # (3)
    EndpointInput: NotRequired[EndpointInputTypeDef],  # (1)
    BatchTransformInput: NotRequired[BatchTransformInputUnionTypeDef],  # (2)
  1. See EndpointInputTypeDef
  2. See BatchTransformInputTypeDef BatchTransformInputOutputTypeDef
  3. See MonitoringGroundTruthS3InputTypeDef

ModelExplainabilityJobInputTypeDef#

# ModelExplainabilityJobInputTypeDef definition

class ModelExplainabilityJobInputTypeDef(TypedDict):
    EndpointInput: NotRequired[EndpointInputTypeDef],  # (1)
    BatchTransformInput: NotRequired[BatchTransformInputUnionTypeDef],  # (2)
  1. See EndpointInputTypeDef
  2. See BatchTransformInputTypeDef BatchTransformInputOutputTypeDef

ModelQualityJobInputTypeDef#

# ModelQualityJobInputTypeDef definition

class ModelQualityJobInputTypeDef(TypedDict):
    GroundTruthS3Input: MonitoringGroundTruthS3InputTypeDef,  # (3)
    EndpointInput: NotRequired[EndpointInputTypeDef],  # (1)
    BatchTransformInput: NotRequired[BatchTransformInputUnionTypeDef],  # (2)
  1. See EndpointInputTypeDef
  2. See BatchTransformInputTypeDef BatchTransformInputOutputTypeDef
  3. See MonitoringGroundTruthS3InputTypeDef

MonitoringInputTypeDef#

# MonitoringInputTypeDef definition

class MonitoringInputTypeDef(TypedDict):
    EndpointInput: NotRequired[EndpointInputTypeDef],  # (1)
    BatchTransformInput: NotRequired[BatchTransformInputUnionTypeDef],  # (2)
  1. See EndpointInputTypeDef
  2. See BatchTransformInputTypeDef BatchTransformInputOutputTypeDef

CreateSpaceRequestRequestTypeDef#

# CreateSpaceRequestRequestTypeDef definition

class CreateSpaceRequestRequestTypeDef(TypedDict):
    DomainId: str,
    SpaceName: str,
    Tags: NotRequired[Sequence[TagTypeDef]],  # (1)
    SpaceSettings: NotRequired[SpaceSettingsTypeDef],  # (2)
    OwnershipSettings: NotRequired[OwnershipSettingsTypeDef],  # (3)
    SpaceSharingSettings: NotRequired[SpaceSharingSettingsTypeDef],  # (4)
    SpaceDisplayName: NotRequired[str],
  1. See TagTypeDef
  2. See SpaceSettingsTypeDef
  3. See OwnershipSettingsTypeDef
  4. See SpaceSharingSettingsTypeDef

UpdateSpaceRequestRequestTypeDef#

# UpdateSpaceRequestRequestTypeDef definition

class UpdateSpaceRequestRequestTypeDef(TypedDict):
    DomainId: str,
    SpaceName: str,
    SpaceSettings: NotRequired[SpaceSettingsTypeDef],  # (1)
    SpaceDisplayName: NotRequired[str],
  1. See SpaceSettingsTypeDef

AlgorithmValidationSpecificationOutputTypeDef#

# AlgorithmValidationSpecificationOutputTypeDef definition

class AlgorithmValidationSpecificationOutputTypeDef(TypedDict):
    ValidationRole: str,
    ValidationProfiles: list[AlgorithmValidationProfileOutputTypeDef],  # (1)
  1. See AlgorithmValidationProfileOutputTypeDef

ModelPackageValidationSpecificationOutputTypeDef#

# ModelPackageValidationSpecificationOutputTypeDef definition

class ModelPackageValidationSpecificationOutputTypeDef(TypedDict):
    ValidationRole: str,
    ValidationProfiles: list[ModelPackageValidationProfileOutputTypeDef],  # (1)
  1. See ModelPackageValidationProfileOutputTypeDef

ModelPackageValidationProfileTypeDef#

# ModelPackageValidationProfileTypeDef definition

class ModelPackageValidationProfileTypeDef(TypedDict):
    ProfileName: str,
    TransformJobDefinition: TransformJobDefinitionUnionTypeDef,  # (1)
  1. See TransformJobDefinitionTypeDef TransformJobDefinitionOutputTypeDef

TrialComponentTypeDef#

# TrialComponentTypeDef definition

class TrialComponentTypeDef(TypedDict):
    TrialComponentName: NotRequired[str],
    DisplayName: NotRequired[str],
    TrialComponentArn: NotRequired[str],
    Source: NotRequired[TrialComponentSourceTypeDef],  # (1)
    Status: NotRequired[TrialComponentStatusTypeDef],  # (2)
    StartTime: NotRequired[datetime],
    EndTime: NotRequired[datetime],
    CreationTime: NotRequired[datetime],
    CreatedBy: NotRequired[UserContextTypeDef],  # (3)
    LastModifiedTime: NotRequired[datetime],
    LastModifiedBy: NotRequired[UserContextTypeDef],  # (3)
    Parameters: NotRequired[dict[str, TrialComponentParameterValueTypeDef]],  # (5)
    InputArtifacts: NotRequired[dict[str, TrialComponentArtifactTypeDef]],  # (6)
    OutputArtifacts: NotRequired[dict[str, TrialComponentArtifactTypeDef]],  # (6)
    Metrics: NotRequired[list[TrialComponentMetricSummaryTypeDef]],  # (8)
    MetadataProperties: NotRequired[MetadataPropertiesTypeDef],  # (9)
    SourceDetail: NotRequired[TrialComponentSourceDetailTypeDef],  # (10)
    LineageGroupArn: NotRequired[str],
    Tags: NotRequired[list[TagTypeDef]],  # (11)
    Parents: NotRequired[list[ParentTypeDef]],  # (12)
    RunName: NotRequired[str],
  1. See TrialComponentSourceTypeDef
  2. See TrialComponentStatusTypeDef
  3. See UserContextTypeDef
  4. See UserContextTypeDef
  5. See TrialComponentParameterValueTypeDef
  6. See TrialComponentArtifactTypeDef
  7. See TrialComponentArtifactTypeDef
  8. See TrialComponentMetricSummaryTypeDef
  9. See MetadataPropertiesTypeDef
  10. See TrialComponentSourceDetailTypeDef
  11. See TagTypeDef
  12. See ParentTypeDef

AutoMLProblemTypeConfigTypeDef#

# AutoMLProblemTypeConfigTypeDef definition

class AutoMLProblemTypeConfigTypeDef(TypedDict):
    ImageClassificationJobConfig: NotRequired[ImageClassificationJobConfigTypeDef],  # (1)
    TextClassificationJobConfig: NotRequired[TextClassificationJobConfigTypeDef],  # (2)
    TimeSeriesForecastingJobConfig: NotRequired[TimeSeriesForecastingJobConfigUnionTypeDef],  # (3)
    TabularJobConfig: NotRequired[TabularJobConfigUnionTypeDef],  # (4)
    TextGenerationJobConfig: NotRequired[TextGenerationJobConfigUnionTypeDef],  # (5)
  1. See ImageClassificationJobConfigTypeDef
  2. See TextClassificationJobConfigTypeDef
  3. See TimeSeriesForecastingJobConfigTypeDef TimeSeriesForecastingJobConfigOutputTypeDef
  4. See TabularJobConfigTypeDef TabularJobConfigOutputTypeDef
  5. See TextGenerationJobConfigTypeDef TextGenerationJobConfigOutputTypeDef

TrainingSpecificationTypeDef#

# TrainingSpecificationTypeDef definition

class TrainingSpecificationTypeDef(TypedDict):
    TrainingImage: str,
    SupportedTrainingInstanceTypes: Sequence[TrainingInstanceTypeType],  # (2)
    TrainingChannels: Sequence[ChannelSpecificationUnionTypeDef],  # (4)
    TrainingImageDigest: NotRequired[str],
    SupportedHyperParameters: NotRequired[Sequence[HyperParameterSpecificationUnionTypeDef]],  # (1)
    SupportsDistributedTraining: NotRequired[bool],
    MetricDefinitions: NotRequired[Sequence[MetricDefinitionTypeDef]],  # (3)
    SupportedTuningJobObjectiveMetrics: NotRequired[Sequence[HyperParameterTuningJobObjectiveTypeDef]],  # (5)
    AdditionalS3DataSource: NotRequired[AdditionalS3DataSourceTypeDef],  # (6)
  1. See HyperParameterSpecificationTypeDef HyperParameterSpecificationOutputTypeDef
  2. See TrainingInstanceTypeType
  3. See MetricDefinitionTypeDef
  4. See ChannelSpecificationTypeDef ChannelSpecificationOutputTypeDef
  5. See HyperParameterTuningJobObjectiveTypeDef
  6. See AdditionalS3DataSourceTypeDef

RecommendationJobInputConfigTypeDef#

# RecommendationJobInputConfigTypeDef definition

class RecommendationJobInputConfigTypeDef(TypedDict):
    ModelPackageVersionArn: NotRequired[str],
    ModelName: NotRequired[str],
    JobDurationInSeconds: NotRequired[int],
    TrafficPattern: NotRequired[TrafficPatternUnionTypeDef],  # (1)
    ResourceLimit: NotRequired[RecommendationJobResourceLimitTypeDef],  # (2)
    EndpointConfigurations: NotRequired[Sequence[EndpointInputConfigurationUnionTypeDef]],  # (3)
    VolumeKmsKeyId: NotRequired[str],
    ContainerConfig: NotRequired[RecommendationJobContainerConfigUnionTypeDef],  # (4)
    Endpoints: NotRequired[Sequence[EndpointInfoTypeDef]],  # (5)
    VpcConfig: NotRequired[RecommendationJobVpcConfigUnionTypeDef],  # (6)
  1. See TrafficPatternTypeDef TrafficPatternOutputTypeDef
  2. See RecommendationJobResourceLimitTypeDef
  3. See EndpointInputConfigurationTypeDef EndpointInputConfigurationOutputTypeDef
  4. See RecommendationJobContainerConfigTypeDef RecommendationJobContainerConfigOutputTypeDef
  5. See EndpointInfoTypeDef
  6. See RecommendationJobVpcConfigTypeDef RecommendationJobVpcConfigOutputTypeDef

BatchDescribeModelPackageOutputTypeDef#

# BatchDescribeModelPackageOutputTypeDef definition

class BatchDescribeModelPackageOutputTypeDef(TypedDict):
    ModelPackageSummaries: dict[str, BatchDescribeModelPackageSummaryTypeDef],  # (1)
    BatchDescribeModelPackageErrorMap: dict[str, BatchDescribeModelPackageErrorTypeDef],  # (2)
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)
  1. See BatchDescribeModelPackageSummaryTypeDef
  2. See BatchDescribeModelPackageErrorTypeDef
  3. See ResponseMetadataTypeDef

UpdateModelPackageInputRequestTypeDef#

# UpdateModelPackageInputRequestTypeDef definition

class UpdateModelPackageInputRequestTypeDef(TypedDict):
    ModelPackageArn: str,
    ModelApprovalStatus: NotRequired[ModelApprovalStatusType],  # (1)
    ApprovalDescription: NotRequired[str],
    CustomerMetadataProperties: NotRequired[Mapping[str, str]],
    CustomerMetadataPropertiesToRemove: NotRequired[Sequence[str]],
    AdditionalInferenceSpecificationsToAdd: NotRequired[Sequence[AdditionalInferenceSpecificationDefinitionTypeDef]],  # (2)
    InferenceSpecification: NotRequired[InferenceSpecificationTypeDef],  # (3)
    SourceUri: NotRequired[str],
    ModelCard: NotRequired[ModelPackageModelCardTypeDef],  # (4)
    ModelLifeCycle: NotRequired[ModelLifeCycleTypeDef],  # (5)
    ClientToken: NotRequired[str],
  1. See ModelApprovalStatusType
  2. See AdditionalInferenceSpecificationDefinitionTypeDef
  3. See InferenceSpecificationTypeDef
  4. See ModelPackageModelCardTypeDef
  5. See ModelLifeCycleTypeDef

DescribeMonitoringScheduleResponseTypeDef#

# DescribeMonitoringScheduleResponseTypeDef definition

class DescribeMonitoringScheduleResponseTypeDef(TypedDict):
    MonitoringScheduleArn: str,
    MonitoringScheduleName: str,
    MonitoringScheduleStatus: ScheduleStatusType,  # (1)
    MonitoringType: MonitoringTypeType,  # (2)
    FailureReason: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    MonitoringScheduleConfig: MonitoringScheduleConfigOutputTypeDef,  # (3)
    EndpointName: str,
    LastMonitoringExecutionSummary: MonitoringExecutionSummaryTypeDef,  # (4)
    ResponseMetadata: ResponseMetadataTypeDef,  # (5)
  1. See ScheduleStatusType
  2. See MonitoringTypeType
  3. See MonitoringScheduleConfigOutputTypeDef
  4. See MonitoringExecutionSummaryTypeDef
  5. See ResponseMetadataTypeDef

ModelDashboardMonitoringScheduleTypeDef#

# ModelDashboardMonitoringScheduleTypeDef definition

class ModelDashboardMonitoringScheduleTypeDef(TypedDict):
    MonitoringScheduleArn: NotRequired[str],
    MonitoringScheduleName: NotRequired[str],
    MonitoringScheduleStatus: NotRequired[ScheduleStatusType],  # (1)
    MonitoringType: NotRequired[MonitoringTypeType],  # (2)
    FailureReason: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    MonitoringScheduleConfig: NotRequired[MonitoringScheduleConfigOutputTypeDef],  # (3)
    EndpointName: NotRequired[str],
    MonitoringAlertSummaries: NotRequired[list[MonitoringAlertSummaryTypeDef]],  # (4)
    LastMonitoringExecutionSummary: NotRequired[MonitoringExecutionSummaryTypeDef],  # (5)
    BatchTransformInput: NotRequired[BatchTransformInputOutputTypeDef],  # (6)
  1. See ScheduleStatusType
  2. See MonitoringTypeType
  3. See MonitoringScheduleConfigOutputTypeDef
  4. See MonitoringAlertSummaryTypeDef
  5. See MonitoringExecutionSummaryTypeDef
  6. See BatchTransformInputOutputTypeDef

MonitoringScheduleTypeDef#

# MonitoringScheduleTypeDef definition

class MonitoringScheduleTypeDef(TypedDict):
    MonitoringScheduleArn: NotRequired[str],
    MonitoringScheduleName: NotRequired[str],
    MonitoringScheduleStatus: NotRequired[ScheduleStatusType],  # (1)
    MonitoringType: NotRequired[MonitoringTypeType],  # (2)
    FailureReason: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    MonitoringScheduleConfig: NotRequired[MonitoringScheduleConfigOutputTypeDef],  # (3)
    EndpointName: NotRequired[str],
    LastMonitoringExecutionSummary: NotRequired[MonitoringExecutionSummaryTypeDef],  # (4)
    Tags: NotRequired[list[TagTypeDef]],  # (5)
  1. See ScheduleStatusType
  2. See MonitoringTypeType
  3. See MonitoringScheduleConfigOutputTypeDef
  4. See MonitoringExecutionSummaryTypeDef
  5. See TagTypeDef

CreateDataQualityJobDefinitionRequestRequestTypeDef#

# CreateDataQualityJobDefinitionRequestRequestTypeDef definition

class CreateDataQualityJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,
    DataQualityAppSpecification: DataQualityAppSpecificationTypeDef,  # (1)
    DataQualityJobInput: DataQualityJobInputTypeDef,  # (2)
    DataQualityJobOutputConfig: MonitoringOutputConfigTypeDef,  # (3)
    JobResources: MonitoringResourcesTypeDef,  # (4)
    RoleArn: str,
    DataQualityBaselineConfig: NotRequired[DataQualityBaselineConfigTypeDef],  # (5)
    NetworkConfig: NotRequired[MonitoringNetworkConfigTypeDef],  # (6)
    StoppingCondition: NotRequired[MonitoringStoppingConditionTypeDef],  # (7)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (8)
  1. See DataQualityAppSpecificationTypeDef
  2. See DataQualityJobInputTypeDef
  3. See MonitoringOutputConfigTypeDef
  4. See MonitoringResourcesTypeDef
  5. See DataQualityBaselineConfigTypeDef
  6. See MonitoringNetworkConfigTypeDef
  7. See MonitoringStoppingConditionTypeDef
  8. See TagTypeDef

CreateModelBiasJobDefinitionRequestRequestTypeDef#

# CreateModelBiasJobDefinitionRequestRequestTypeDef definition

class CreateModelBiasJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,
    ModelBiasAppSpecification: ModelBiasAppSpecificationTypeDef,  # (1)
    ModelBiasJobInput: ModelBiasJobInputTypeDef,  # (2)
    ModelBiasJobOutputConfig: MonitoringOutputConfigTypeDef,  # (3)
    JobResources: MonitoringResourcesTypeDef,  # (4)
    RoleArn: str,
    ModelBiasBaselineConfig: NotRequired[ModelBiasBaselineConfigTypeDef],  # (5)
    NetworkConfig: NotRequired[MonitoringNetworkConfigTypeDef],  # (6)
    StoppingCondition: NotRequired[MonitoringStoppingConditionTypeDef],  # (7)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (8)
  1. See ModelBiasAppSpecificationTypeDef
  2. See ModelBiasJobInputTypeDef
  3. See MonitoringOutputConfigTypeDef
  4. See MonitoringResourcesTypeDef
  5. See ModelBiasBaselineConfigTypeDef
  6. See MonitoringNetworkConfigTypeDef
  7. See MonitoringStoppingConditionTypeDef
  8. See TagTypeDef

CreateModelExplainabilityJobDefinitionRequestRequestTypeDef#

# CreateModelExplainabilityJobDefinitionRequestRequestTypeDef definition

class CreateModelExplainabilityJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,
    ModelExplainabilityAppSpecification: ModelExplainabilityAppSpecificationTypeDef,  # (1)
    ModelExplainabilityJobInput: ModelExplainabilityJobInputTypeDef,  # (2)
    ModelExplainabilityJobOutputConfig: MonitoringOutputConfigTypeDef,  # (3)
    JobResources: MonitoringResourcesTypeDef,  # (4)
    RoleArn: str,
    ModelExplainabilityBaselineConfig: NotRequired[ModelExplainabilityBaselineConfigTypeDef],  # (5)
    NetworkConfig: NotRequired[MonitoringNetworkConfigTypeDef],  # (6)
    StoppingCondition: NotRequired[MonitoringStoppingConditionTypeDef],  # (7)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (8)
  1. See ModelExplainabilityAppSpecificationTypeDef
  2. See ModelExplainabilityJobInputTypeDef
  3. See MonitoringOutputConfigTypeDef
  4. See MonitoringResourcesTypeDef
  5. See ModelExplainabilityBaselineConfigTypeDef
  6. See MonitoringNetworkConfigTypeDef
  7. See MonitoringStoppingConditionTypeDef
  8. See TagTypeDef

CreateModelQualityJobDefinitionRequestRequestTypeDef#

# CreateModelQualityJobDefinitionRequestRequestTypeDef definition

class CreateModelQualityJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,
    ModelQualityAppSpecification: ModelQualityAppSpecificationTypeDef,  # (1)
    ModelQualityJobInput: ModelQualityJobInputTypeDef,  # (2)
    ModelQualityJobOutputConfig: MonitoringOutputConfigTypeDef,  # (3)
    JobResources: MonitoringResourcesTypeDef,  # (4)
    RoleArn: str,
    ModelQualityBaselineConfig: NotRequired[ModelQualityBaselineConfigTypeDef],  # (5)
    NetworkConfig: NotRequired[MonitoringNetworkConfigTypeDef],  # (6)
    StoppingCondition: NotRequired[MonitoringStoppingConditionTypeDef],  # (7)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (8)
  1. See ModelQualityAppSpecificationTypeDef
  2. See ModelQualityJobInputTypeDef
  3. See MonitoringOutputConfigTypeDef
  4. See MonitoringResourcesTypeDef
  5. See ModelQualityBaselineConfigTypeDef
  6. See MonitoringNetworkConfigTypeDef
  7. See MonitoringStoppingConditionTypeDef
  8. See TagTypeDef

CreateTrainingJobRequestRequestTypeDef#

# CreateTrainingJobRequestRequestTypeDef definition

class CreateTrainingJobRequestRequestTypeDef(TypedDict):
    TrainingJobName: str,
    AlgorithmSpecification: AlgorithmSpecificationTypeDef,  # (1)
    RoleArn: str,
    OutputDataConfig: OutputDataConfigTypeDef,  # (2)
    ResourceConfig: ResourceConfigTypeDef,  # (3)
    StoppingCondition: StoppingConditionTypeDef,  # (4)
    HyperParameters: NotRequired[Mapping[str, str]],
    InputDataConfig: NotRequired[Sequence[ChannelUnionTypeDef]],  # (5)
    VpcConfig: NotRequired[VpcConfigTypeDef],  # (6)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (7)
    EnableNetworkIsolation: NotRequired[bool],
    EnableInterContainerTrafficEncryption: NotRequired[bool],
    EnableManagedSpotTraining: NotRequired[bool],
    CheckpointConfig: NotRequired[CheckpointConfigTypeDef],  # (8)
    DebugHookConfig: NotRequired[DebugHookConfigTypeDef],  # (9)
    DebugRuleConfigurations: NotRequired[Sequence[DebugRuleConfigurationUnionTypeDef]],  # (10)
    TensorBoardOutputConfig: NotRequired[TensorBoardOutputConfigTypeDef],  # (11)
    ExperimentConfig: NotRequired[ExperimentConfigTypeDef],  # (12)
    ProfilerConfig: NotRequired[ProfilerConfigTypeDef],  # (13)
    ProfilerRuleConfigurations: NotRequired[Sequence[ProfilerRuleConfigurationUnionTypeDef]],  # (14)
    Environment: NotRequired[Mapping[str, str]],
    RetryStrategy: NotRequired[RetryStrategyTypeDef],  # (15)
    RemoteDebugConfig: NotRequired[RemoteDebugConfigTypeDef],  # (16)
    InfraCheckConfig: NotRequired[InfraCheckConfigTypeDef],  # (17)
    SessionChainingConfig: NotRequired[SessionChainingConfigTypeDef],  # (18)
  1. See AlgorithmSpecificationTypeDef
  2. See OutputDataConfigTypeDef
  3. See ResourceConfigTypeDef
  4. See StoppingConditionTypeDef
  5. See ChannelTypeDef ChannelOutputTypeDef
  6. See VpcConfigTypeDef
  7. See TagTypeDef
  8. See CheckpointConfigTypeDef
  9. See DebugHookConfigTypeDef
  10. See DebugRuleConfigurationTypeDef DebugRuleConfigurationOutputTypeDef
  11. See TensorBoardOutputConfigTypeDef
  12. See ExperimentConfigTypeDef
  13. See ProfilerConfigTypeDef
  14. See ProfilerRuleConfigurationTypeDef ProfilerRuleConfigurationOutputTypeDef
  15. See RetryStrategyTypeDef
  16. See RemoteDebugConfigTypeDef
  17. See InfraCheckConfigTypeDef
  18. See SessionChainingConfigTypeDef

HyperParameterTrainingJobDefinitionTypeDef#

# HyperParameterTrainingJobDefinitionTypeDef definition

class HyperParameterTrainingJobDefinitionTypeDef(TypedDict):
    AlgorithmSpecification: HyperParameterAlgorithmSpecificationUnionTypeDef,  # (3)
    RoleArn: str,
    OutputDataConfig: OutputDataConfigTypeDef,  # (6)
    StoppingCondition: StoppingConditionTypeDef,  # (9)
    DefinitionName: NotRequired[str],
    TuningObjective: NotRequired[HyperParameterTuningJobObjectiveTypeDef],  # (1)
    HyperParameterRanges: NotRequired[ParameterRangesUnionTypeDef],  # (2)
    StaticHyperParameters: NotRequired[Mapping[str, str]],
    InputDataConfig: NotRequired[Sequence[ChannelUnionTypeDef]],  # (4)
    VpcConfig: NotRequired[VpcConfigUnionTypeDef],  # (5)
    ResourceConfig: NotRequired[ResourceConfigUnionTypeDef],  # (7)
    HyperParameterTuningResourceConfig: NotRequired[HyperParameterTuningResourceConfigUnionTypeDef],  # (8)
    EnableNetworkIsolation: NotRequired[bool],
    EnableInterContainerTrafficEncryption: NotRequired[bool],
    EnableManagedSpotTraining: NotRequired[bool],
    CheckpointConfig: NotRequired[CheckpointConfigTypeDef],  # (10)
    RetryStrategy: NotRequired[RetryStrategyTypeDef],  # (11)
    Environment: NotRequired[Mapping[str, str]],
  1. See HyperParameterTuningJobObjectiveTypeDef
  2. See ParameterRangesTypeDef ParameterRangesOutputTypeDef
  3. See HyperParameterAlgorithmSpecificationTypeDef HyperParameterAlgorithmSpecificationOutputTypeDef
  4. See ChannelTypeDef ChannelOutputTypeDef
  5. See VpcConfigTypeDef VpcConfigOutputTypeDef
  6. See OutputDataConfigTypeDef
  7. See ResourceConfigTypeDef ResourceConfigOutputTypeDef
  8. See HyperParameterTuningResourceConfigTypeDef HyperParameterTuningResourceConfigOutputTypeDef
  9. See StoppingConditionTypeDef
  10. See CheckpointConfigTypeDef
  11. See RetryStrategyTypeDef

TrainingJobDefinitionTypeDef#

# TrainingJobDefinitionTypeDef definition

class TrainingJobDefinitionTypeDef(TypedDict):
    TrainingInputMode: TrainingInputModeType,  # (1)
    InputDataConfig: Sequence[ChannelUnionTypeDef],  # (2)
    OutputDataConfig: OutputDataConfigTypeDef,  # (3)
    ResourceConfig: ResourceConfigUnionTypeDef,  # (4)
    StoppingCondition: StoppingConditionTypeDef,  # (5)
    HyperParameters: NotRequired[Mapping[str, str]],
  1. See TrainingInputModeType
  2. See ChannelTypeDef ChannelOutputTypeDef
  3. See OutputDataConfigTypeDef
  4. See ResourceConfigTypeDef ResourceConfigOutputTypeDef
  5. See StoppingConditionTypeDef

DescribeAlgorithmOutputTypeDef#

# DescribeAlgorithmOutputTypeDef definition

class DescribeAlgorithmOutputTypeDef(TypedDict):
    AlgorithmName: str,
    AlgorithmArn: str,
    AlgorithmDescription: str,
    CreationTime: datetime,
    TrainingSpecification: TrainingSpecificationOutputTypeDef,  # (1)
    InferenceSpecification: InferenceSpecificationOutputTypeDef,  # (2)
    ValidationSpecification: AlgorithmValidationSpecificationOutputTypeDef,  # (3)
    AlgorithmStatus: AlgorithmStatusType,  # (4)
    AlgorithmStatusDetails: AlgorithmStatusDetailsTypeDef,  # (5)
    ProductId: str,
    CertifyForMarketplace: bool,
    ResponseMetadata: ResponseMetadataTypeDef,  # (6)
  1. See TrainingSpecificationOutputTypeDef
  2. See InferenceSpecificationOutputTypeDef
  3. See AlgorithmValidationSpecificationOutputTypeDef
  4. See AlgorithmStatusType
  5. See AlgorithmStatusDetailsTypeDef
  6. See ResponseMetadataTypeDef

DescribeModelPackageOutputTypeDef#

# DescribeModelPackageOutputTypeDef definition

class DescribeModelPackageOutputTypeDef(TypedDict):
    ModelPackageName: str,
    ModelPackageGroupName: str,
    ModelPackageVersion: int,
    ModelPackageArn: str,
    ModelPackageDescription: str,
    CreationTime: datetime,
    InferenceSpecification: InferenceSpecificationOutputTypeDef,  # (1)
    SourceAlgorithmSpecification: SourceAlgorithmSpecificationOutputTypeDef,  # (2)
    ValidationSpecification: ModelPackageValidationSpecificationOutputTypeDef,  # (3)
    ModelPackageStatus: ModelPackageStatusType,  # (4)
    ModelPackageStatusDetails: ModelPackageStatusDetailsTypeDef,  # (5)
    CertifyForMarketplace: bool,
    ModelApprovalStatus: ModelApprovalStatusType,  # (6)
    CreatedBy: UserContextTypeDef,  # (7)
    MetadataProperties: MetadataPropertiesTypeDef,  # (8)
    ModelMetrics: ModelMetricsTypeDef,  # (9)
    LastModifiedTime: datetime,
    LastModifiedBy: UserContextTypeDef,  # (7)
    ApprovalDescription: str,
    Domain: str,
    Task: str,
    SamplePayloadUrl: str,
    CustomerMetadataProperties: dict[str, str],
    DriftCheckBaselines: DriftCheckBaselinesTypeDef,  # (11)
    AdditionalInferenceSpecifications: list[AdditionalInferenceSpecificationDefinitionOutputTypeDef],  # (12)
    SkipModelValidation: SkipModelValidationType,  # (13)
    SourceUri: str,
    SecurityConfig: ModelPackageSecurityConfigTypeDef,  # (14)
    ModelCard: ModelPackageModelCardTypeDef,  # (15)
    ModelLifeCycle: ModelLifeCycleTypeDef,  # (16)
    ResponseMetadata: ResponseMetadataTypeDef,  # (17)
  1. See InferenceSpecificationOutputTypeDef
  2. See SourceAlgorithmSpecificationOutputTypeDef
  3. See ModelPackageValidationSpecificationOutputTypeDef
  4. See ModelPackageStatusType
  5. See ModelPackageStatusDetailsTypeDef
  6. See ModelApprovalStatusType
  7. See UserContextTypeDef
  8. See MetadataPropertiesTypeDef
  9. See ModelMetricsTypeDef
  10. See UserContextTypeDef
  11. See DriftCheckBaselinesTypeDef
  12. See AdditionalInferenceSpecificationDefinitionOutputTypeDef
  13. See SkipModelValidationType
  14. See ModelPackageSecurityConfigTypeDef
  15. See ModelPackageModelCardTypeDef
  16. See ModelLifeCycleTypeDef
  17. See ResponseMetadataTypeDef

ModelPackageTypeDef#

# ModelPackageTypeDef definition

class ModelPackageTypeDef(TypedDict):
    ModelPackageName: NotRequired[str],
    ModelPackageGroupName: NotRequired[str],
    ModelPackageVersion: NotRequired[int],
    ModelPackageArn: NotRequired[str],
    ModelPackageDescription: NotRequired[str],
    CreationTime: NotRequired[datetime],
    InferenceSpecification: NotRequired[InferenceSpecificationOutputTypeDef],  # (1)
    SourceAlgorithmSpecification: NotRequired[SourceAlgorithmSpecificationOutputTypeDef],  # (2)
    ValidationSpecification: NotRequired[ModelPackageValidationSpecificationOutputTypeDef],  # (3)
    ModelPackageStatus: NotRequired[ModelPackageStatusType],  # (4)
    ModelPackageStatusDetails: NotRequired[ModelPackageStatusDetailsTypeDef],  # (5)
    CertifyForMarketplace: NotRequired[bool],
    ModelApprovalStatus: NotRequired[ModelApprovalStatusType],  # (6)
    CreatedBy: NotRequired[UserContextTypeDef],  # (7)
    MetadataProperties: NotRequired[MetadataPropertiesTypeDef],  # (8)
    ModelMetrics: NotRequired[ModelMetricsTypeDef],  # (9)
    LastModifiedTime: NotRequired[datetime],
    LastModifiedBy: NotRequired[UserContextTypeDef],  # (7)
    ApprovalDescription: NotRequired[str],
    Domain: NotRequired[str],
    Task: NotRequired[str],
    SamplePayloadUrl: NotRequired[str],
    AdditionalInferenceSpecifications: NotRequired[list[AdditionalInferenceSpecificationDefinitionOutputTypeDef]],  # (11)
    SourceUri: NotRequired[str],
    SecurityConfig: NotRequired[ModelPackageSecurityConfigTypeDef],  # (12)
    ModelCard: NotRequired[ModelPackageModelCardTypeDef],  # (13)
    ModelLifeCycle: NotRequired[ModelLifeCycleTypeDef],  # (14)
    Tags: NotRequired[list[TagTypeDef]],  # (15)
    CustomerMetadataProperties: NotRequired[dict[str, str]],
    DriftCheckBaselines: NotRequired[DriftCheckBaselinesTypeDef],  # (16)
    SkipModelValidation: NotRequired[SkipModelValidationType],  # (17)
  1. See InferenceSpecificationOutputTypeDef
  2. See SourceAlgorithmSpecificationOutputTypeDef
  3. See ModelPackageValidationSpecificationOutputTypeDef
  4. See ModelPackageStatusType
  5. See ModelPackageStatusDetailsTypeDef
  6. See ModelApprovalStatusType
  7. See UserContextTypeDef
  8. See MetadataPropertiesTypeDef
  9. See ModelMetricsTypeDef
  10. See UserContextTypeDef
  11. See AdditionalInferenceSpecificationDefinitionOutputTypeDef
  12. See ModelPackageSecurityConfigTypeDef
  13. See ModelPackageModelCardTypeDef
  14. See ModelLifeCycleTypeDef
  15. See TagTypeDef
  16. See DriftCheckBaselinesTypeDef
  17. See SkipModelValidationType

CreateAutoMLJobV2RequestRequestTypeDef#

# CreateAutoMLJobV2RequestRequestTypeDef definition

class CreateAutoMLJobV2RequestRequestTypeDef(TypedDict):
    AutoMLJobName: str,
    AutoMLJobInputDataConfig: Sequence[AutoMLJobChannelTypeDef],  # (1)
    OutputDataConfig: AutoMLOutputDataConfigTypeDef,  # (2)
    AutoMLProblemTypeConfig: AutoMLProblemTypeConfigTypeDef,  # (3)
    RoleArn: str,
    Tags: NotRequired[Sequence[TagTypeDef]],  # (4)
    SecurityConfig: NotRequired[AutoMLSecurityConfigTypeDef],  # (5)
    AutoMLJobObjective: NotRequired[AutoMLJobObjectiveTypeDef],  # (6)
    ModelDeployConfig: NotRequired[ModelDeployConfigTypeDef],  # (7)
    DataSplitConfig: NotRequired[AutoMLDataSplitConfigTypeDef],  # (8)
    AutoMLComputeConfig: NotRequired[AutoMLComputeConfigTypeDef],  # (9)
  1. See AutoMLJobChannelTypeDef
  2. See AutoMLOutputDataConfigTypeDef
  3. See AutoMLProblemTypeConfigTypeDef
  4. See TagTypeDef
  5. See AutoMLSecurityConfigTypeDef
  6. See AutoMLJobObjectiveTypeDef
  7. See ModelDeployConfigTypeDef
  8. See AutoMLDataSplitConfigTypeDef
  9. See AutoMLComputeConfigTypeDef

CreateInferenceRecommendationsJobRequestRequestTypeDef#

# CreateInferenceRecommendationsJobRequestRequestTypeDef definition

class CreateInferenceRecommendationsJobRequestRequestTypeDef(TypedDict):
    JobName: str,
    JobType: RecommendationJobTypeType,  # (1)
    RoleArn: str,
    InputConfig: RecommendationJobInputConfigTypeDef,  # (2)
    JobDescription: NotRequired[str],
    StoppingConditions: NotRequired[RecommendationJobStoppingConditionsTypeDef],  # (3)
    OutputConfig: NotRequired[RecommendationJobOutputConfigTypeDef],  # (4)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (5)
  1. See RecommendationJobTypeType
  2. See RecommendationJobInputConfigTypeDef
  3. See RecommendationJobStoppingConditionsTypeDef
  4. See RecommendationJobOutputConfigTypeDef
  5. See TagTypeDef

ModelDashboardModelTypeDef#

# ModelDashboardModelTypeDef definition

class ModelDashboardModelTypeDef(TypedDict):
    Model: NotRequired[ModelTypeDef],  # (1)
    Endpoints: NotRequired[list[ModelDashboardEndpointTypeDef]],  # (2)
    LastBatchTransformJob: NotRequired[TransformJobTypeDef],  # (3)
    MonitoringSchedules: NotRequired[list[ModelDashboardMonitoringScheduleTypeDef]],  # (4)
    ModelCard: NotRequired[ModelDashboardModelCardTypeDef],  # (5)
  1. See ModelTypeDef
  2. See ModelDashboardEndpointTypeDef
  3. See TransformJobTypeDef
  4. See ModelDashboardMonitoringScheduleTypeDef
  5. See ModelDashboardModelCardTypeDef

EndpointTypeDef#

# EndpointTypeDef definition

class EndpointTypeDef(TypedDict):
    EndpointName: str,
    EndpointArn: str,
    EndpointConfigName: str,
    EndpointStatus: EndpointStatusType,  # (3)
    CreationTime: datetime,
    LastModifiedTime: datetime,
    ProductionVariants: NotRequired[list[ProductionVariantSummaryTypeDef]],  # (1)
    DataCaptureConfig: NotRequired[DataCaptureConfigSummaryTypeDef],  # (2)
    FailureReason: NotRequired[str],
    MonitoringSchedules: NotRequired[list[MonitoringScheduleTypeDef]],  # (4)
    Tags: NotRequired[list[TagTypeDef]],  # (5)
    ShadowProductionVariants: NotRequired[list[ProductionVariantSummaryTypeDef]],  # (1)
  1. See ProductionVariantSummaryTypeDef
  2. See DataCaptureConfigSummaryTypeDef
  3. See EndpointStatusType
  4. See MonitoringScheduleTypeDef
  5. See TagTypeDef
  6. See ProductionVariantSummaryTypeDef

MonitoringJobDefinitionTypeDef#

# MonitoringJobDefinitionTypeDef definition

class MonitoringJobDefinitionTypeDef(TypedDict):
    MonitoringInputs: Sequence[MonitoringInputUnionTypeDef],  # (2)
    MonitoringOutputConfig: MonitoringOutputConfigUnionTypeDef,  # (3)
    MonitoringResources: MonitoringResourcesTypeDef,  # (4)
    MonitoringAppSpecification: MonitoringAppSpecificationUnionTypeDef,  # (5)
    RoleArn: str,
    BaselineConfig: NotRequired[MonitoringBaselineConfigTypeDef],  # (1)
    StoppingCondition: NotRequired[MonitoringStoppingConditionTypeDef],  # (6)
    Environment: NotRequired[Mapping[str, str]],
    NetworkConfig: NotRequired[NetworkConfigUnionTypeDef],  # (7)
  1. See MonitoringBaselineConfigTypeDef
  2. See MonitoringInputTypeDef MonitoringInputOutputTypeDef
  3. See MonitoringOutputConfigTypeDef MonitoringOutputConfigOutputTypeDef
  4. See MonitoringResourcesTypeDef
  5. See MonitoringAppSpecificationTypeDef MonitoringAppSpecificationOutputTypeDef
  6. See MonitoringStoppingConditionTypeDef
  7. See NetworkConfigTypeDef NetworkConfigOutputTypeDef

ModelPackageValidationSpecificationTypeDef#

# ModelPackageValidationSpecificationTypeDef definition

class ModelPackageValidationSpecificationTypeDef(TypedDict):
    ValidationRole: str,
    ValidationProfiles: Sequence[ModelPackageValidationProfileUnionTypeDef],  # (1)
  1. See ModelPackageValidationProfileTypeDef ModelPackageValidationProfileOutputTypeDef

SearchRecordTypeDef#

# SearchRecordTypeDef definition

class SearchRecordTypeDef(TypedDict):
    TrainingJob: NotRequired[TrainingJobTypeDef],  # (1)
    Experiment: NotRequired[ExperimentTypeDef],  # (2)
    Trial: NotRequired[TrialTypeDef],  # (3)
    TrialComponent: NotRequired[TrialComponentTypeDef],  # (4)
    Endpoint: NotRequired[EndpointTypeDef],  # (5)
    ModelPackage: NotRequired[ModelPackageTypeDef],  # (6)
    ModelPackageGroup: NotRequired[ModelPackageGroupTypeDef],  # (7)
    Pipeline: NotRequired[PipelineTypeDef],  # (8)
    PipelineExecution: NotRequired[PipelineExecutionTypeDef],  # (9)
    FeatureGroup: NotRequired[FeatureGroupTypeDef],  # (10)
    FeatureMetadata: NotRequired[FeatureMetadataTypeDef],  # (11)
    Project: NotRequired[ProjectTypeDef],  # (12)
    HyperParameterTuningJob: NotRequired[HyperParameterTuningJobSearchEntityTypeDef],  # (13)
    ModelCard: NotRequired[ModelCardTypeDef],  # (14)
    Model: NotRequired[ModelDashboardModelTypeDef],  # (15)
  1. See TrainingJobTypeDef
  2. See ExperimentTypeDef
  3. See TrialTypeDef
  4. See TrialComponentTypeDef
  5. See EndpointTypeDef
  6. See ModelPackageTypeDef
  7. See ModelPackageGroupTypeDef
  8. See PipelineTypeDef
  9. See PipelineExecutionTypeDef
  10. See FeatureGroupTypeDef
  11. See FeatureMetadataTypeDef
  12. See ProjectTypeDef
  13. See HyperParameterTuningJobSearchEntityTypeDef
  14. See ModelCardTypeDef
  15. See ModelDashboardModelTypeDef

CreateHyperParameterTuningJobRequestRequestTypeDef#

# CreateHyperParameterTuningJobRequestRequestTypeDef definition

class CreateHyperParameterTuningJobRequestRequestTypeDef(TypedDict):
    HyperParameterTuningJobName: str,
    HyperParameterTuningJobConfig: HyperParameterTuningJobConfigTypeDef,  # (1)
    TrainingJobDefinition: NotRequired[HyperParameterTrainingJobDefinitionTypeDef],  # (2)
    TrainingJobDefinitions: NotRequired[Sequence[HyperParameterTrainingJobDefinitionUnionTypeDef]],  # (3)
    WarmStartConfig: NotRequired[HyperParameterTuningJobWarmStartConfigTypeDef],  # (4)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (5)
    Autotune: NotRequired[AutotuneTypeDef],  # (6)
  1. See HyperParameterTuningJobConfigTypeDef
  2. See HyperParameterTrainingJobDefinitionTypeDef
  3. See HyperParameterTrainingJobDefinitionTypeDef HyperParameterTrainingJobDefinitionOutputTypeDef
  4. See HyperParameterTuningJobWarmStartConfigTypeDef
  5. See TagTypeDef
  6. See AutotuneTypeDef

AlgorithmValidationProfileTypeDef#

# AlgorithmValidationProfileTypeDef definition

class AlgorithmValidationProfileTypeDef(TypedDict):
    ProfileName: str,
    TrainingJobDefinition: TrainingJobDefinitionUnionTypeDef,  # (1)
    TransformJobDefinition: NotRequired[TransformJobDefinitionUnionTypeDef],  # (2)
  1. See TrainingJobDefinitionTypeDef TrainingJobDefinitionOutputTypeDef
  2. See TransformJobDefinitionTypeDef TransformJobDefinitionOutputTypeDef

CreateModelPackageInputRequestTypeDef#

# CreateModelPackageInputRequestTypeDef definition

class CreateModelPackageInputRequestTypeDef(TypedDict):
    ModelPackageName: NotRequired[str],
    ModelPackageGroupName: NotRequired[str],
    ModelPackageDescription: NotRequired[str],
    InferenceSpecification: NotRequired[InferenceSpecificationTypeDef],  # (1)
    ValidationSpecification: NotRequired[ModelPackageValidationSpecificationTypeDef],  # (2)
    SourceAlgorithmSpecification: NotRequired[SourceAlgorithmSpecificationTypeDef],  # (3)
    CertifyForMarketplace: NotRequired[bool],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (4)
    ModelApprovalStatus: NotRequired[ModelApprovalStatusType],  # (5)
    MetadataProperties: NotRequired[MetadataPropertiesTypeDef],  # (6)
    ModelMetrics: NotRequired[ModelMetricsTypeDef],  # (7)
    ClientToken: NotRequired[str],
    Domain: NotRequired[str],
    Task: NotRequired[str],
    SamplePayloadUrl: NotRequired[str],
    CustomerMetadataProperties: NotRequired[Mapping[str, str]],
    DriftCheckBaselines: NotRequired[DriftCheckBaselinesTypeDef],  # (8)
    AdditionalInferenceSpecifications: NotRequired[Sequence[AdditionalInferenceSpecificationDefinitionUnionTypeDef]],  # (9)
    SkipModelValidation: NotRequired[SkipModelValidationType],  # (10)
    SourceUri: NotRequired[str],
    SecurityConfig: NotRequired[ModelPackageSecurityConfigTypeDef],  # (11)
    ModelCard: NotRequired[ModelPackageModelCardTypeDef],  # (12)
    ModelLifeCycle: NotRequired[ModelLifeCycleTypeDef],  # (13)
  1. See InferenceSpecificationTypeDef
  2. See ModelPackageValidationSpecificationTypeDef
  3. See SourceAlgorithmSpecificationTypeDef
  4. See TagTypeDef
  5. See ModelApprovalStatusType
  6. See MetadataPropertiesTypeDef
  7. See ModelMetricsTypeDef
  8. See DriftCheckBaselinesTypeDef
  9. See AdditionalInferenceSpecificationDefinitionTypeDef AdditionalInferenceSpecificationDefinitionOutputTypeDef
  10. See SkipModelValidationType
  11. See ModelPackageSecurityConfigTypeDef
  12. See ModelPackageModelCardTypeDef
  13. See ModelLifeCycleTypeDef

SearchResponseTypeDef#

# SearchResponseTypeDef definition

class SearchResponseTypeDef(TypedDict):
    Results: list[SearchRecordTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    NextToken: NotRequired[str],
  1. See SearchRecordTypeDef
  2. See ResponseMetadataTypeDef

MonitoringScheduleConfigTypeDef#

# MonitoringScheduleConfigTypeDef definition

class MonitoringScheduleConfigTypeDef(TypedDict):
    ScheduleConfig: NotRequired[ScheduleConfigTypeDef],  # (1)
    MonitoringJobDefinition: NotRequired[MonitoringJobDefinitionUnionTypeDef],  # (2)
    MonitoringJobDefinitionName: NotRequired[str],
    MonitoringType: NotRequired[MonitoringTypeType],  # (3)
  1. See ScheduleConfigTypeDef
  2. See MonitoringJobDefinitionTypeDef MonitoringJobDefinitionOutputTypeDef
  3. See MonitoringTypeType

CreateMonitoringScheduleRequestRequestTypeDef#

# CreateMonitoringScheduleRequestRequestTypeDef definition

class CreateMonitoringScheduleRequestRequestTypeDef(TypedDict):
    MonitoringScheduleName: str,
    MonitoringScheduleConfig: MonitoringScheduleConfigTypeDef,  # (1)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
  1. See MonitoringScheduleConfigTypeDef
  2. See TagTypeDef

UpdateMonitoringScheduleRequestRequestTypeDef#

# UpdateMonitoringScheduleRequestRequestTypeDef definition

class UpdateMonitoringScheduleRequestRequestTypeDef(TypedDict):
    MonitoringScheduleName: str,
    MonitoringScheduleConfig: MonitoringScheduleConfigTypeDef,  # (1)
  1. See MonitoringScheduleConfigTypeDef

AlgorithmValidationSpecificationTypeDef#

# AlgorithmValidationSpecificationTypeDef definition

class AlgorithmValidationSpecificationTypeDef(TypedDict):
    ValidationRole: str,
    ValidationProfiles: Sequence[AlgorithmValidationProfileUnionTypeDef],  # (1)
  1. See AlgorithmValidationProfileTypeDef AlgorithmValidationProfileOutputTypeDef

CreateAlgorithmInputRequestTypeDef#

# CreateAlgorithmInputRequestTypeDef definition

class CreateAlgorithmInputRequestTypeDef(TypedDict):
    AlgorithmName: str,
    TrainingSpecification: TrainingSpecificationTypeDef,  # (1)
    AlgorithmDescription: NotRequired[str],
    InferenceSpecification: NotRequired[InferenceSpecificationTypeDef],  # (2)
    ValidationSpecification: NotRequired[AlgorithmValidationSpecificationTypeDef],  # (3)
    CertifyForMarketplace: NotRequired[bool],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (4)
  1. See TrainingSpecificationTypeDef
  2. See InferenceSpecificationTypeDef
  3. See AlgorithmValidationSpecificationTypeDef
  4. See TagTypeDef