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)
]AutoMLAlgorithmConfigUnionTypeDef#
# AutoMLAlgorithmConfigUnionTypeDef definition
AutoMLAlgorithmConfigUnionTypeDef = Union[
AutoMLAlgorithmConfigTypeDef, # (1)
AutoMLAlgorithmConfigOutputTypeDef, # (2)
]CaptureContentTypeHeaderUnionTypeDef#
# CaptureContentTypeHeaderUnionTypeDef definition
CaptureContentTypeHeaderUnionTypeDef = Union[
CaptureContentTypeHeaderTypeDef, # (1)
CaptureContentTypeHeaderOutputTypeDef, # (2)
]CategoricalParameterRangeSpecificationUnionTypeDef#
# CategoricalParameterRangeSpecificationUnionTypeDef definition
CategoricalParameterRangeSpecificationUnionTypeDef = Union[
CategoricalParameterRangeSpecificationTypeDef, # (1)
CategoricalParameterRangeSpecificationOutputTypeDef, # (2)
]- See CategoricalParameterRangeSpecificationTypeDef
- See CategoricalParameterRangeSpecificationOutputTypeDef
CategoricalParameterRangeUnionTypeDef#
# CategoricalParameterRangeUnionTypeDef definition
CategoricalParameterRangeUnionTypeDef = Union[
CategoricalParameterRangeTypeDef, # (1)
CategoricalParameterRangeOutputTypeDef, # (2)
]CategoricalParameterUnionTypeDef#
# CategoricalParameterUnionTypeDef definition
CategoricalParameterUnionTypeDef = Union[
CategoricalParameterTypeDef, # (1)
CategoricalParameterOutputTypeDef, # (2)
]ChannelSpecificationUnionTypeDef#
# ChannelSpecificationUnionTypeDef definition
ChannelSpecificationUnionTypeDef = Union[
ChannelSpecificationTypeDef, # (1)
ChannelSpecificationOutputTypeDef, # (2)
]ClarifyInferenceConfigUnionTypeDef#
# ClarifyInferenceConfigUnionTypeDef definition
ClarifyInferenceConfigUnionTypeDef = Union[
ClarifyInferenceConfigTypeDef, # (1)
ClarifyInferenceConfigOutputTypeDef, # (2)
]CollectionConfigurationUnionTypeDef#
# CollectionConfigurationUnionTypeDef definition
CollectionConfigurationUnionTypeDef = Union[
CollectionConfigurationTypeDef, # (1)
CollectionConfigurationOutputTypeDef, # (2)
]ContainerConfigUnionTypeDef#
# ContainerConfigUnionTypeDef definition
ContainerConfigUnionTypeDef = Union[
ContainerConfigTypeDef, # (1)
ContainerConfigOutputTypeDef, # (2)
]VpcConfigUnionTypeDef#
# VpcConfigUnionTypeDef definition
VpcConfigUnionTypeDef = Union[
VpcConfigTypeDef, # (1)
VpcConfigOutputTypeDef, # (2)
]DebugRuleConfigurationUnionTypeDef#
# DebugRuleConfigurationUnionTypeDef definition
DebugRuleConfigurationUnionTypeDef = Union[
DebugRuleConfigurationTypeDef, # (1)
DebugRuleConfigurationOutputTypeDef, # (2)
]DeviceSelectionConfigUnionTypeDef#
# DeviceSelectionConfigUnionTypeDef definition
DeviceSelectionConfigUnionTypeDef = Union[
DeviceSelectionConfigTypeDef, # (1)
DeviceSelectionConfigOutputTypeDef, # (2)
]DockerSettingsUnionTypeDef#
# DockerSettingsUnionTypeDef definition
DockerSettingsUnionTypeDef = Union[
DockerSettingsTypeDef, # (1)
DockerSettingsOutputTypeDef, # (2)
]EmrSettingsUnionTypeDef#
# EmrSettingsUnionTypeDef definition
EmrSettingsUnionTypeDef = Union[
EmrSettingsTypeDef, # (1)
EmrSettingsOutputTypeDef, # (2)
]HiddenSageMakerImageUnionTypeDef#
# HiddenSageMakerImageUnionTypeDef definition
HiddenSageMakerImageUnionTypeDef = Union[
HiddenSageMakerImageTypeDef, # (1)
HiddenSageMakerImageOutputTypeDef, # (2)
]LabelingJobDataAttributesUnionTypeDef#
# LabelingJobDataAttributesUnionTypeDef definition
LabelingJobDataAttributesUnionTypeDef = Union[
LabelingJobDataAttributesTypeDef, # (1)
LabelingJobDataAttributesOutputTypeDef, # (2)
]ModelCompilationConfigUnionTypeDef#
# ModelCompilationConfigUnionTypeDef definition
ModelCompilationConfigUnionTypeDef = Union[
ModelCompilationConfigTypeDef, # (1)
ModelCompilationConfigOutputTypeDef, # (2)
]ModelQuantizationConfigUnionTypeDef#
# ModelQuantizationConfigUnionTypeDef definition
ModelQuantizationConfigUnionTypeDef = Union[
ModelQuantizationConfigTypeDef, # (1)
ModelQuantizationConfigOutputTypeDef, # (2)
]MonitoringAppSpecificationUnionTypeDef#
# MonitoringAppSpecificationUnionTypeDef definition
MonitoringAppSpecificationUnionTypeDef = Union[
MonitoringAppSpecificationTypeDef, # (1)
MonitoringAppSpecificationOutputTypeDef, # (2)
]OidcMemberDefinitionUnionTypeDef#
# OidcMemberDefinitionUnionTypeDef definition
OidcMemberDefinitionUnionTypeDef = Union[
OidcMemberDefinitionTypeDef, # (1)
OidcMemberDefinitionOutputTypeDef, # (2)
]ProfilerRuleConfigurationUnionTypeDef#
# ProfilerRuleConfigurationUnionTypeDef definition
ProfilerRuleConfigurationUnionTypeDef = Union[
ProfilerRuleConfigurationTypeDef, # (1)
ProfilerRuleConfigurationOutputTypeDef, # (2)
]RecommendationJobPayloadConfigUnionTypeDef#
# RecommendationJobPayloadConfigUnionTypeDef definition
RecommendationJobPayloadConfigUnionTypeDef = Union[
RecommendationJobPayloadConfigTypeDef, # (1)
RecommendationJobPayloadConfigOutputTypeDef, # (2)
]RecommendationJobVpcConfigUnionTypeDef#
# RecommendationJobVpcConfigUnionTypeDef definition
RecommendationJobVpcConfigUnionTypeDef = Union[
RecommendationJobVpcConfigTypeDef, # (1)
RecommendationJobVpcConfigOutputTypeDef, # (2)
]S3DataSourceUnionTypeDef#
# S3DataSourceUnionTypeDef definition
S3DataSourceUnionTypeDef = Union[
S3DataSourceTypeDef, # (1)
S3DataSourceOutputTypeDef, # (2)
]TimeSeriesConfigUnionTypeDef#
# TimeSeriesConfigUnionTypeDef definition
TimeSeriesConfigUnionTypeDef = Union[
TimeSeriesConfigTypeDef, # (1)
TimeSeriesConfigOutputTypeDef, # (2)
]TimeSeriesTransformationsUnionTypeDef#
# TimeSeriesTransformationsUnionTypeDef definition
TimeSeriesTransformationsUnionTypeDef = Union[
TimeSeriesTransformationsTypeDef, # (1)
TimeSeriesTransformationsOutputTypeDef, # (2)
]AutoRollbackConfigUnionTypeDef#
# AutoRollbackConfigUnionTypeDef definition
AutoRollbackConfigUnionTypeDef = Union[
AutoRollbackConfigTypeDef, # (1)
AutoRollbackConfigOutputTypeDef, # (2)
]HyperParameterAlgorithmSpecificationUnionTypeDef#
# HyperParameterAlgorithmSpecificationUnionTypeDef definition
HyperParameterAlgorithmSpecificationUnionTypeDef = Union[
HyperParameterAlgorithmSpecificationTypeDef, # (1)
HyperParameterAlgorithmSpecificationOutputTypeDef, # (2)
]- See HyperParameterAlgorithmSpecificationTypeDef
- See HyperParameterAlgorithmSpecificationOutputTypeDef
CanvasAppSettingsUnionTypeDef#
# CanvasAppSettingsUnionTypeDef definition
CanvasAppSettingsUnionTypeDef = Union[
CanvasAppSettingsTypeDef, # (1)
CanvasAppSettingsOutputTypeDef, # (2)
]KernelGatewayAppSettingsUnionTypeDef#
# KernelGatewayAppSettingsUnionTypeDef definition
KernelGatewayAppSettingsUnionTypeDef = Union[
KernelGatewayAppSettingsTypeDef, # (1)
KernelGatewayAppSettingsOutputTypeDef, # (2)
]RSessionAppSettingsUnionTypeDef#
# RSessionAppSettingsUnionTypeDef definition
RSessionAppSettingsUnionTypeDef = Union[
RSessionAppSettingsTypeDef, # (1)
RSessionAppSettingsOutputTypeDef, # (2)
]JupyterServerAppSettingsUnionTypeDef#
# JupyterServerAppSettingsUnionTypeDef definition
JupyterServerAppSettingsUnionTypeDef = Union[
JupyterServerAppSettingsTypeDef, # (1)
JupyterServerAppSettingsOutputTypeDef, # (2)
]HyperParameterTuningResourceConfigUnionTypeDef#
# HyperParameterTuningResourceConfigUnionTypeDef definition
HyperParameterTuningResourceConfigUnionTypeDef = Union[
HyperParameterTuningResourceConfigTypeDef, # (1)
HyperParameterTuningResourceConfigOutputTypeDef, # (2)
]ResourceConfigUnionTypeDef#
# ResourceConfigUnionTypeDef definition
ResourceConfigUnionTypeDef = Union[
ResourceConfigTypeDef, # (1)
ResourceConfigOutputTypeDef, # (2)
]TextGenerationJobConfigUnionTypeDef#
# TextGenerationJobConfigUnionTypeDef definition
TextGenerationJobConfigUnionTypeDef = Union[
TextGenerationJobConfigTypeDef, # (1)
TextGenerationJobConfigOutputTypeDef, # (2)
]MonitoringDatasetFormatUnionTypeDef#
# MonitoringDatasetFormatUnionTypeDef definition
MonitoringDatasetFormatUnionTypeDef = Union[
MonitoringDatasetFormatTypeDef, # (1)
MonitoringDatasetFormatOutputTypeDef, # (2)
]TrafficPatternUnionTypeDef#
# TrafficPatternUnionTypeDef definition
TrafficPatternUnionTypeDef = Union[
TrafficPatternTypeDef, # (1)
TrafficPatternOutputTypeDef, # (2)
]CodeEditorAppSettingsUnionTypeDef#
# CodeEditorAppSettingsUnionTypeDef definition
CodeEditorAppSettingsUnionTypeDef = Union[
CodeEditorAppSettingsTypeDef, # (1)
CodeEditorAppSettingsOutputTypeDef, # (2)
]AsyncInferenceOutputConfigUnionTypeDef#
# AsyncInferenceOutputConfigUnionTypeDef definition
AsyncInferenceOutputConfigUnionTypeDef = Union[
AsyncInferenceOutputConfigTypeDef, # (1)
AsyncInferenceOutputConfigOutputTypeDef, # (2)
]AutoMLCandidateGenerationConfigUnionTypeDef#
# AutoMLCandidateGenerationConfigUnionTypeDef definition
AutoMLCandidateGenerationConfigUnionTypeDef = Union[
AutoMLCandidateGenerationConfigTypeDef, # (1)
AutoMLCandidateGenerationConfigOutputTypeDef, # (2)
]CandidateGenerationConfigUnionTypeDef#
# CandidateGenerationConfigUnionTypeDef definition
CandidateGenerationConfigUnionTypeDef = Union[
CandidateGenerationConfigTypeDef, # (1)
CandidateGenerationConfigOutputTypeDef, # (2)
]ParameterRangeUnionTypeDef#
# ParameterRangeUnionTypeDef definition
ParameterRangeUnionTypeDef = Union[
ParameterRangeTypeDef, # (1)
ParameterRangeOutputTypeDef, # (2)
]ParameterRangesUnionTypeDef#
# ParameterRangesUnionTypeDef definition
ParameterRangesUnionTypeDef = Union[
ParameterRangesTypeDef, # (1)
ParameterRangesOutputTypeDef, # (2)
]EnvironmentParameterRangesUnionTypeDef#
# EnvironmentParameterRangesUnionTypeDef definition
EnvironmentParameterRangesUnionTypeDef = Union[
EnvironmentParameterRangesTypeDef, # (1)
EnvironmentParameterRangesOutputTypeDef, # (2)
]ClarifyExplainerConfigUnionTypeDef#
# ClarifyExplainerConfigUnionTypeDef definition
ClarifyExplainerConfigUnionTypeDef = Union[
ClarifyExplainerConfigTypeDef, # (1)
ClarifyExplainerConfigOutputTypeDef, # (2)
]AutoMLSecurityConfigUnionTypeDef#
# AutoMLSecurityConfigUnionTypeDef definition
AutoMLSecurityConfigUnionTypeDef = Union[
AutoMLSecurityConfigTypeDef, # (1)
AutoMLSecurityConfigOutputTypeDef, # (2)
]LabelingJobResourceConfigUnionTypeDef#
# LabelingJobResourceConfigUnionTypeDef definition
LabelingJobResourceConfigUnionTypeDef = Union[
LabelingJobResourceConfigTypeDef, # (1)
LabelingJobResourceConfigOutputTypeDef, # (2)
]NetworkConfigUnionTypeDef#
# NetworkConfigUnionTypeDef definition
NetworkConfigUnionTypeDef = Union[
NetworkConfigTypeDef, # (1)
NetworkConfigOutputTypeDef, # (2)
]JupyterLabAppSettingsUnionTypeDef#
# JupyterLabAppSettingsUnionTypeDef definition
JupyterLabAppSettingsUnionTypeDef = Union[
JupyterLabAppSettingsTypeDef, # (1)
JupyterLabAppSettingsOutputTypeDef, # (2)
]StudioWebPortalSettingsUnionTypeDef#
# StudioWebPortalSettingsUnionTypeDef definition
StudioWebPortalSettingsUnionTypeDef = Union[
StudioWebPortalSettingsTypeDef, # (1)
StudioWebPortalSettingsOutputTypeDef, # (2)
]OptimizationConfigUnionTypeDef#
# OptimizationConfigUnionTypeDef definition
OptimizationConfigUnionTypeDef = Union[
OptimizationConfigTypeDef, # (1)
OptimizationConfigOutputTypeDef, # (2)
]MonitoringOutputConfigUnionTypeDef#
# MonitoringOutputConfigUnionTypeDef definition
MonitoringOutputConfigUnionTypeDef = Union[
MonitoringOutputConfigTypeDef, # (1)
MonitoringOutputConfigOutputTypeDef, # (2)
]MemberDefinitionUnionTypeDef#
# MemberDefinitionUnionTypeDef definition
MemberDefinitionUnionTypeDef = Union[
MemberDefinitionTypeDef, # (1)
MemberDefinitionOutputTypeDef, # (2)
]RecommendationJobContainerConfigUnionTypeDef#
# RecommendationJobContainerConfigUnionTypeDef definition
RecommendationJobContainerConfigUnionTypeDef = Union[
RecommendationJobContainerConfigTypeDef, # (1)
RecommendationJobContainerConfigOutputTypeDef, # (2)
]DataSourceUnionTypeDef#
# DataSourceUnionTypeDef definition
DataSourceUnionTypeDef = Union[
DataSourceTypeDef, # (1)
DataSourceOutputTypeDef, # (2)
]SpaceJupyterLabAppSettingsUnionTypeDef#
# SpaceJupyterLabAppSettingsUnionTypeDef definition
SpaceJupyterLabAppSettingsUnionTypeDef = Union[
SpaceJupyterLabAppSettingsTypeDef, # (1)
SpaceJupyterLabAppSettingsOutputTypeDef, # (2)
]ContainerDefinitionUnionTypeDef#
# ContainerDefinitionUnionTypeDef definition
ContainerDefinitionUnionTypeDef = Union[
ContainerDefinitionTypeDef, # (1)
ContainerDefinitionOutputTypeDef, # (2)
]ModelPackageContainerDefinitionUnionTypeDef#
# ModelPackageContainerDefinitionUnionTypeDef definition
ModelPackageContainerDefinitionUnionTypeDef = Union[
ModelPackageContainerDefinitionTypeDef, # (1)
ModelPackageContainerDefinitionOutputTypeDef, # (2)
]BatchTransformInputUnionTypeDef#
# BatchTransformInputUnionTypeDef definition
BatchTransformInputUnionTypeDef = Union[
BatchTransformInputTypeDef, # (1)
BatchTransformInputOutputTypeDef, # (2)
]TransformJobDefinitionUnionTypeDef#
# TransformJobDefinitionUnionTypeDef definition
TransformJobDefinitionUnionTypeDef = Union[
TransformJobDefinitionTypeDef, # (1)
TransformJobDefinitionOutputTypeDef, # (2)
]TabularJobConfigUnionTypeDef#
# TabularJobConfigUnionTypeDef definition
TabularJobConfigUnionTypeDef = Union[
TabularJobConfigTypeDef, # (1)
TabularJobConfigOutputTypeDef, # (2)
]TimeSeriesForecastingJobConfigUnionTypeDef#
# TimeSeriesForecastingJobConfigUnionTypeDef definition
TimeSeriesForecastingJobConfigUnionTypeDef = Union[
TimeSeriesForecastingJobConfigTypeDef, # (1)
TimeSeriesForecastingJobConfigOutputTypeDef, # (2)
]HyperParameterSpecificationUnionTypeDef#
# HyperParameterSpecificationUnionTypeDef definition
HyperParameterSpecificationUnionTypeDef = Union[
HyperParameterSpecificationTypeDef, # (1)
HyperParameterSpecificationOutputTypeDef, # (2)
]EndpointInputConfigurationUnionTypeDef#
# EndpointInputConfigurationUnionTypeDef definition
EndpointInputConfigurationUnionTypeDef = Union[
EndpointInputConfigurationTypeDef, # (1)
EndpointInputConfigurationOutputTypeDef, # (2)
]ChannelUnionTypeDef#
# ChannelUnionTypeDef definition
ChannelUnionTypeDef = Union[
ChannelTypeDef, # (1)
ChannelOutputTypeDef, # (2)
]- See ChannelTypeDef
- See ChannelOutputTypeDef
AdditionalInferenceSpecificationDefinitionUnionTypeDef#
# AdditionalInferenceSpecificationDefinitionUnionTypeDef definition
AdditionalInferenceSpecificationDefinitionUnionTypeDef = Union[
AdditionalInferenceSpecificationDefinitionTypeDef, # (1)
AdditionalInferenceSpecificationDefinitionOutputTypeDef, # (2)
]- See AdditionalInferenceSpecificationDefinitionTypeDef
- See AdditionalInferenceSpecificationDefinitionOutputTypeDef
MonitoringInputUnionTypeDef#
# MonitoringInputUnionTypeDef definition
MonitoringInputUnionTypeDef = Union[
MonitoringInputTypeDef, # (1)
MonitoringInputOutputTypeDef, # (2)
]ModelPackageValidationProfileUnionTypeDef#
# ModelPackageValidationProfileUnionTypeDef definition
ModelPackageValidationProfileUnionTypeDef = Union[
ModelPackageValidationProfileTypeDef, # (1)
ModelPackageValidationProfileOutputTypeDef, # (2)
]HyperParameterTrainingJobDefinitionUnionTypeDef#
# HyperParameterTrainingJobDefinitionUnionTypeDef definition
HyperParameterTrainingJobDefinitionUnionTypeDef = Union[
HyperParameterTrainingJobDefinitionTypeDef, # (1)
HyperParameterTrainingJobDefinitionOutputTypeDef, # (2)
]TrainingJobDefinitionUnionTypeDef#
# TrainingJobDefinitionUnionTypeDef definition
TrainingJobDefinitionUnionTypeDef = Union[
TrainingJobDefinitionTypeDef, # (1)
TrainingJobDefinitionOutputTypeDef, # (2)
]MonitoringJobDefinitionUnionTypeDef#
# MonitoringJobDefinitionUnionTypeDef definition
MonitoringJobDefinitionUnionTypeDef = Union[
MonitoringJobDefinitionTypeDef, # (1)
MonitoringJobDefinitionOutputTypeDef, # (2)
]AlgorithmValidationProfileUnionTypeDef#
# AlgorithmValidationProfileUnionTypeDef definition
AlgorithmValidationProfileUnionTypeDef = Union[
AlgorithmValidationProfileTypeDef, # (1)
AlgorithmValidationProfileOutputTypeDef, # (2)
]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)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)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],AlgorithmSummaryTypeDef#
# AlgorithmSummaryTypeDef definition
class AlgorithmSummaryTypeDef(TypedDict):
AlgorithmName: str,
AlgorithmArn: str,
CreationTime: datetime,
AlgorithmStatus: AlgorithmStatusType, # (1)
AlgorithmDescription: NotRequired[str],AmazonQSettingsTypeDef#
# AmazonQSettingsTypeDef definition
class AmazonQSettingsTypeDef(TypedDict):
Status: NotRequired[FeatureStatusType], # (1)
QProfileArn: NotRequired[str],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],IdleSettingsTypeDef#
# IdleSettingsTypeDef definition
class IdleSettingsTypeDef(TypedDict):
LifecycleManagement: NotRequired[LifecycleManagementType], # (1)
IdleTimeoutInMinutes: NotRequired[int],
MinIdleTimeoutInMinutes: NotRequired[int],
MaxIdleTimeoutInMinutes: NotRequired[int],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,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)AsyncInferenceNotificationConfigTypeDef#
# AsyncInferenceNotificationConfigTypeDef definition
class AsyncInferenceNotificationConfigTypeDef(TypedDict):
SuccessTopic: NotRequired[str],
ErrorTopic: NotRequired[str],
IncludeInferenceResponseIn: NotRequired[Sequence[AsyncNotificationTopicTypesType]], # (1)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)AutoMLAlgorithmConfigOutputTypeDef#
# AutoMLAlgorithmConfigOutputTypeDef definition
class AutoMLAlgorithmConfigOutputTypeDef(TypedDict):
AutoMLAlgorithms: List[AutoMLAlgorithmType], # (1)AutoMLAlgorithmConfigTypeDef#
# AutoMLAlgorithmConfigTypeDef definition
class AutoMLAlgorithmConfigTypeDef(TypedDict):
AutoMLAlgorithms: Sequence[AutoMLAlgorithmType], # (1)AutoMLCandidateStepTypeDef#
# AutoMLCandidateStepTypeDef definition
class AutoMLCandidateStepTypeDef(TypedDict):
CandidateStepType: CandidateStepTypeType, # (1)
CandidateStepArn: str,
CandidateStepName: str,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)EmrServerlessComputeConfigTypeDef#
# EmrServerlessComputeConfigTypeDef definition
class EmrServerlessComputeConfigTypeDef(TypedDict):
ExecutionRoleARN: str,AutoMLS3DataSourceTypeDef#
# AutoMLS3DataSourceTypeDef definition
class AutoMLS3DataSourceTypeDef(TypedDict):
S3DataType: AutoMLS3DataTypeType, # (1)
S3Uri: str,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)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)- 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)- 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,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)DirectDeploySettingsTypeDef#
# DirectDeploySettingsTypeDef definition
class DirectDeploySettingsTypeDef(TypedDict):
Status: NotRequired[FeatureStatusType], # (1)EmrServerlessSettingsTypeDef#
# EmrServerlessSettingsTypeDef definition
class EmrServerlessSettingsTypeDef(TypedDict):
ExecutionRoleArn: NotRequired[str],
Status: NotRequired[FeatureStatusType], # (1)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],- See DataSourceNameType
- See FeatureStatusType
KendraSettingsTypeDef#
# KendraSettingsTypeDef definition
class KendraSettingsTypeDef(TypedDict):
Status: NotRequired[FeatureStatusType], # (1)ModelRegisterSettingsTypeDef#
# ModelRegisterSettingsTypeDef definition
class ModelRegisterSettingsTypeDef(TypedDict):
Status: NotRequired[FeatureStatusType], # (1)
CrossAccountModelRegisterRoleArn: NotRequired[str],TimeSeriesForecastingSettingsTypeDef#
# TimeSeriesForecastingSettingsTypeDef definition
class TimeSeriesForecastingSettingsTypeDef(TypedDict):
Status: NotRequired[FeatureStatusType], # (1)
AmazonForecastRoleArn: NotRequired[str],WorkspaceSettingsTypeDef#
# WorkspaceSettingsTypeDef definition
class WorkspaceSettingsTypeDef(TypedDict):
S3ArtifactPath: NotRequired[str],
S3KmsKeyId: NotRequired[str],CapacitySizeTypeDef#
# CapacitySizeTypeDef definition
class CapacitySizeTypeDef(TypedDict):
Type: CapacitySizeTypeType, # (1)
Value: int,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)- 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)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)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)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)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)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],ClusterOrchestratorEksConfigTypeDef#
# ClusterOrchestratorEksConfigTypeDef definition
class ClusterOrchestratorEksConfigTypeDef(TypedDict):
ClusterArn: str,ClusterSummaryTypeDef#
# ClusterSummaryTypeDef definition
class ClusterSummaryTypeDef(TypedDict):
ClusterArn: str,
ClusterName: str,
CreationTime: datetime,
ClusterStatus: ClusterStatusType, # (1)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],- See TargetDeviceType
- See TargetPlatformOsType
- See TargetPlatformArchType
- See TargetPlatformAcceleratorType
- See CompilationJobStatusType
ConditionStepMetadataTypeDef#
# ConditionStepMetadataTypeDef definition
class ConditionStepMetadataTypeDef(TypedDict):
Outcome: NotRequired[ConditionOutcomeType], # (1)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)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)ConvergenceDetectedTypeDef#
# ConvergenceDetectedTypeDef definition
class ConvergenceDetectedTypeDef(TypedDict):
CompleteOnConvergence: NotRequired[CompleteOnConvergenceType], # (1)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],- 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],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],FlowDefinitionOutputConfigTypeDef#
# FlowDefinitionOutputConfigTypeDef definition
class FlowDefinitionOutputConfigTypeDef(TypedDict):
S3OutputPath: str,
KmsKeyId: NotRequired[str],HumanLoopRequestSourceTypeDef#
# HumanLoopRequestSourceTypeDef definition
class HumanLoopRequestSourceTypeDef(TypedDict):
AwsManagedHumanLoopRequestSource: AwsManagedHumanLoopRequestSourceType, # (1)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],- See VendorGuidanceType
- See JobTypeType
- 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)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)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]],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],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)- 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)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)- 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],- See AssemblyTypeType
TransformResourcesTypeDef#
# TransformResourcesTypeDef definition
class TransformResourcesTypeDef(TypedDict):
InstanceType: TransformInstanceTypeType, # (1)
InstanceCount: int,
VolumeKmsKeyId: NotRequired[str],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],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],EFSFileSystemTypeDef#
# EFSFileSystemTypeDef definition
class EFSFileSystemTypeDef(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)- See StatisticType
DataCaptureConfigSummaryTypeDef#
# DataCaptureConfigSummaryTypeDef definition
class DataCaptureConfigSummaryTypeDef(TypedDict):
EnableCapture: bool,
CaptureStatus: CaptureStatusType, # (1)
CurrentSamplingPercentage: int,
DestinationS3Uri: str,
KmsKeyId: str,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],FileSystemDataSourceTypeDef#
# FileSystemDataSourceTypeDef definition
class FileSystemDataSourceTypeDef(TypedDict):
FileSystemId: str,
FileSystemAccessMode: FileSystemAccessModeType, # (1)
FileSystemType: FileSystemTypeType, # (2)
DirectoryPath: str,S3DataSourceOutputTypeDef#
# S3DataSourceOutputTypeDef definition
class S3DataSourceOutputTypeDef(TypedDict):
S3DataType: S3DataTypeType, # (1)
S3Uri: str,
S3DataDistributionType: NotRequired[S3DataDistributionType], # (2)
AttributeNames: NotRequired[List[str]],
InstanceGroupNames: NotRequired[List[str]],- See S3DataTypeType
- 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)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]],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]],DebugRuleEvaluationStatusTypeDef#
# DebugRuleEvaluationStatusTypeDef definition
class DebugRuleEvaluationStatusTypeDef(TypedDict):
RuleConfigurationName: NotRequired[str],
RuleEvaluationJobArn: NotRequired[str],
RuleEvaluationStatus: NotRequired[RuleEvaluationStatusType], # (1)
StatusDetails: NotRequired[str],
LastModifiedTime: NotRequired[datetime],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],- See AppTypeType
DeleteAssociationRequestRequestTypeDef#
# DeleteAssociationRequestRequestTypeDef definition
class DeleteAssociationRequestRequestTypeDef(TypedDict):
SourceArn: str,
DestinationArn: str,DeleteClusterRequestRequestTypeDef#
# DeleteClusterRequestRequestTypeDef definition
class DeleteClusterRequestRequestTypeDef(TypedDict):
ClusterName: str,DeleteCodeRepositoryInputRequestTypeDef#
# DeleteCodeRepositoryInputRequestTypeDef definition
class DeleteCodeRepositoryInputRequestTypeDef(TypedDict):
CodeRepositoryName: str,DeleteCompilationJobRequestRequestTypeDef#
# DeleteCompilationJobRequestRequestTypeDef definition
class DeleteCompilationJobRequestRequestTypeDef(TypedDict):
CompilationJobName: 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)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,DeleteHubContentRequestRequestTypeDef#
# DeleteHubContentRequestRequestTypeDef definition
class DeleteHubContentRequestRequestTypeDef(TypedDict):
HubName: str,
HubContentType: HubContentTypeType, # (1)
HubContentName: str,
HubContentVersion: str,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,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]],DeviceSelectionConfigOutputTypeDef#
# DeviceSelectionConfigOutputTypeDef definition
class DeviceSelectionConfigOutputTypeDef(TypedDict):
DeviceSubsetType: DeviceSubsetTypeType, # (1)
Percentage: NotRequired[int],
DeviceNames: NotRequired[List[str]],
DeviceNameContains: NotRequired[str],EdgeDeploymentConfigTypeDef#
# EdgeDeploymentConfigTypeDef definition
class EdgeDeploymentConfigTypeDef(TypedDict):
FailureHandlingPolicy: FailureHandlingPolicyType, # (1)EdgeDeploymentStatusTypeDef#
# EdgeDeploymentStatusTypeDef definition
class EdgeDeploymentStatusTypeDef(TypedDict):
StageStatus: StageStatusType, # (1)
EdgeDeploymentSuccessInStage: int,
EdgeDeploymentPendingInStage: int,
EdgeDeploymentFailedInStage: int,
EdgeDeploymentStatusMessage: NotRequired[str],
EdgeDeploymentStageStartTime: NotRequired[datetime],- 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],- 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,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],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],DescribeEndpointConfigInputRequestTypeDef#
# DescribeEndpointConfigInputRequestTypeDef definition
class DescribeEndpointConfigInputRequestTypeDef(TypedDict):
EndpointConfigName: str,WaiterConfigTypeDef#
# WaiterConfigTypeDef definition
class WaiterConfigTypeDef(TypedDict):
Delay: NotRequired[int],
MaxAttempts: NotRequired[int],DescribeEndpointInputRequestTypeDef#
# DescribeEndpointInputRequestTypeDef definition
class DescribeEndpointInputRequestTypeDef(TypedDict):
EndpointName: str,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],OfflineStoreStatusTypeDef#
# OfflineStoreStatusTypeDef definition
class OfflineStoreStatusTypeDef(TypedDict):
Status: OfflineStoreStatusValueType, # (1)
BlockedReason: NotRequired[str],ThroughputConfigDescriptionTypeDef#
# ThroughputConfigDescriptionTypeDef definition
class ThroughputConfigDescriptionTypeDef(TypedDict):
ThroughputMode: ThroughputModeType, # (1)
ProvisionedReadCapacityUnits: NotRequired[int],
ProvisionedWriteCapacityUnits: NotRequired[int],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],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],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]],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)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],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]],ProfilerRuleEvaluationStatusTypeDef#
# ProfilerRuleEvaluationStatusTypeDef definition
class ProfilerRuleEvaluationStatusTypeDef(TypedDict):
RuleConfigurationName: NotRequired[str],
RuleEvaluationJobArn: NotRequired[str],
RuleEvaluationStatus: NotRequired[RuleEvaluationStatusType], # (1)
StatusDetails: NotRequired[str],
LastModifiedTime: NotRequired[datetime],SecondaryStatusTransitionTypeDef#
# SecondaryStatusTransitionTypeDef definition
class SecondaryStatusTransitionTypeDef(TypedDict):
Status: SecondaryStatusType, # (1)
StartTime: datetime,
EndTime: NotRequired[datetime],
StatusMessage: NotRequired[str],WarmPoolStatusTypeDef#
# WarmPoolStatusTypeDef definition
class WarmPoolStatusTypeDef(TypedDict):
Status: WarmPoolResourceStatusType, # (1)
ResourceRetainedBillableTimeInSeconds: NotRequired[int],
ReusedByJob: NotRequired[str],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],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],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]],DockerSettingsTypeDef#
# DockerSettingsTypeDef definition
class DockerSettingsTypeDef(TypedDict):
EnableDockerAccess: NotRequired[FeatureStatusType], # (1)
VpcOnlyTrustedAccounts: NotRequired[Sequence[str]],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],- 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],EdgeTypeDef#
# EdgeTypeDef definition
class EdgeTypeDef(TypedDict):
SourceArn: NotRequired[str],
DestinationArn: NotRequired[str],
AssociationType: NotRequired[AssociationEdgeTypeType], # (1)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)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],- See OperatorType
FinalHyperParameterTuningJobObjectiveMetricTypeDef#
# FinalHyperParameterTuningJobObjectiveMetricTypeDef definition
class FinalHyperParameterTuningJobObjectiveMetricTypeDef(TypedDict):
MetricName: str,
Value: float,
Type: NotRequired[HyperParameterTuningJobObjectiveTypeType], # (1)FlowDefinitionSummaryTypeDef#
# FlowDefinitionSummaryTypeDef definition
class FlowDefinitionSummaryTypeDef(TypedDict):
FlowDefinitionName: str,
FlowDefinitionArn: str,
FlowDefinitionStatus: FlowDefinitionStatusType, # (1)
CreationTime: datetime,
FailureReason: NotRequired[str],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]],HiddenSageMakerImageTypeDef#
# HiddenSageMakerImageTypeDef definition
class HiddenSageMakerImageTypeDef(TypedDict):
SageMakerImageName: NotRequired[SageMakerImageNameType], # (1)
VersionAliases: NotRequired[Sequence[str]],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],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]],- 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,HyperParameterTuningInstanceConfigTypeDef#
# HyperParameterTuningInstanceConfigTypeDef definition
class HyperParameterTuningInstanceConfigTypeDef(TypedDict):
InstanceType: TrainingInstanceTypeType, # (1)
InstanceCount: int,
VolumeSizeInGB: int,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)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],- See ImageStatusType
ImageVersionTypeDef#
# ImageVersionTypeDef definition
class ImageVersionTypeDef(TypedDict):
CreationTime: datetime,
ImageArn: str,
ImageVersionArn: str,
ImageVersionStatus: ImageVersionStatusType, # (1)
LastModifiedTime: datetime,
Version: int,
FailureReason: NotRequired[str],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)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],InstanceGroupTypeDef#
# InstanceGroupTypeDef definition
class InstanceGroupTypeDef(TypedDict):
InstanceType: TrainingInstanceTypeType, # (1)
InstanceCount: int,
InstanceGroupName: str,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)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)LabelingJobDataAttributesTypeDef#
# LabelingJobDataAttributesTypeDef definition
class LabelingJobDataAttributesTypeDef(TypedDict):
ContentClassifiers: NotRequired[Sequence[ContentClassifierType]], # (1)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],- See SortOrderType
- 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],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],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],ModelCardExportJobSummaryTypeDef#
# ModelCardExportJobSummaryTypeDef definition
class ModelCardExportJobSummaryTypeDef(TypedDict):
ModelCardExportJobName: str,
ModelCardExportJobArn: str,
Status: ModelCardExportJobStatusType, # (1)
ModelCardName: str,
ModelCardVersion: int,
CreatedAt: datetime,
LastModifiedAt: datetime,ModelCardVersionSummaryTypeDef#
# ModelCardVersionSummaryTypeDef definition
class ModelCardVersionSummaryTypeDef(TypedDict):
ModelCardName: str,
ModelCardArn: str,
ModelCardStatus: ModelCardStatusType, # (1)
ModelCardVersion: int,
CreationTime: datetime,
LastModifiedTime: NotRequired[datetime],ModelCardSummaryTypeDef#
# ModelCardSummaryTypeDef definition
class ModelCardSummaryTypeDef(TypedDict):
ModelCardName: str,
ModelCardArn: str,
ModelCardStatus: ModelCardStatusType, # (1)
CreationTime: datetime,
LastModifiedTime: NotRequired[datetime],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],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)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)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)- See ScheduleStatusType
- 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]],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],ListPipelineExecutionStepsRequestRequestTypeDef#
# ListPipelineExecutionStepsRequestRequestTypeDef definition
class ListPipelineExecutionStepsRequestRequestTypeDef(TypedDict):
PipelineExecutionArn: NotRequired[str],
NextToken: NotRequired[str],
MaxResults: NotRequired[int],
SortOrder: NotRequired[SortOrderType], # (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],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],ProjectSummaryTypeDef#
# ProjectSummaryTypeDef definition
class ProjectSummaryTypeDef(TypedDict):
ProjectName: str,
ProjectArn: str,
ProjectId: str,
CreationTime: datetime,
ProjectStatus: ProjectStatusType, # (1)
ProjectDescription: NotRequired[str],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],- See SortOrderType
- 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)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)TransformJobSummaryTypeDef#
# TransformJobSummaryTypeDef definition
class TransformJobSummaryTypeDef(TypedDict):
TransformJobName: str,
TransformJobArn: str,
CreationTime: datetime,
TransformJobStatus: TransformJobStatusType, # (1)
TransformEndTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],
FailureReason: NotRequired[str],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],- See SortOrderType
- See UserProfileSortKeyType
UserProfileDetailsTypeDef#
# UserProfileDetailsTypeDef definition
class UserProfileDetailsTypeDef(TypedDict):
DomainId: NotRequired[str],
UserProfileName: NotRequired[str],
Status: NotRequired[UserProfileStatusType], # (1)
CreationTime: NotRequired[datetime],
LastModifiedTime: NotRequired[datetime],ListWorkforcesRequestRequestTypeDef#
# ListWorkforcesRequestRequestTypeDef definition
class ListWorkforcesRequestRequestTypeDef(TypedDict):
SortBy: NotRequired[ListWorkforcesSortByOptionsType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NameContains: NotRequired[str],
NextToken: NotRequired[str],
MaxResults: NotRequired[int],ListWorkteamsRequestRequestTypeDef#
# ListWorkteamsRequestRequestTypeDef definition
class ListWorkteamsRequestRequestTypeDef(TypedDict):
SortBy: NotRequired[ListWorkteamsSortByOptionsType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NameContains: NotRequired[str],
NextToken: NotRequired[str],
MaxResults: NotRequired[int],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)ModelDashboardIndicatorActionTypeDef#
# ModelDashboardIndicatorActionTypeDef definition
class ModelDashboardIndicatorActionTypeDef(TypedDict):
Enabled: NotRequired[bool],RealTimeInferenceConfigTypeDef#
# RealTimeInferenceConfigTypeDef definition
class RealTimeInferenceConfigTypeDef(TypedDict):
InstanceType: InstanceTypeType, # (1)
InstanceCount: int,- 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,ModelPackageStatusItemTypeDef#
# ModelPackageStatusItemTypeDef definition
class ModelPackageStatusItemTypeDef(TypedDict):
Name: str,
Status: DetailedModelPackageStatusType, # (1)
FailureReason: NotRequired[str],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]],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],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)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],OptimizationModelAccessConfigTypeDef#
# OptimizationModelAccessConfigTypeDef definition
class OptimizationModelAccessConfigTypeDef(TypedDict):
AcceptEula: bool,TargetPlatformTypeDef#
# TargetPlatformTypeDef definition
class TargetPlatformTypeDef(TypedDict):
Os: TargetPlatformOsType, # (1)
Arch: TargetPlatformArchType, # (2)
Accelerator: NotRequired[TargetPlatformAcceleratorType], # (3)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],ProductionVariantRoutingConfigTypeDef#
# ProductionVariantRoutingConfigTypeDef definition
class ProductionVariantRoutingConfigTypeDef(TypedDict):
RoutingStrategy: RoutingStrategyType, # (1)ProductionVariantStatusTypeDef#
# ProductionVariantStatusTypeDef definition
class ProductionVariantStatusTypeDef(TypedDict):
Status: VariantStatusType, # (1)
StatusMessage: NotRequired[str],
StartTime: NotRequired[datetime],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],ProcessingClusterConfigTypeDef#
# ProcessingClusterConfigTypeDef definition
class ProcessingClusterConfigTypeDef(TypedDict):
InstanceCount: int,
InstanceType: ProcessingInstanceTypeType, # (1)
VolumeSizeInGB: int,
VolumeKmsKeyId: NotRequired[str],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)- See ProcessingS3DataTypeType
- See ProcessingS3InputModeType
- See ProcessingS3DataDistributionTypeType
- See ProcessingS3CompressionTypeType
ProcessingS3OutputTypeDef#
# ProcessingS3OutputTypeDef definition
class ProcessingS3OutputTypeDef(TypedDict):
S3Uri: str,
S3UploadMode: ProcessingS3UploadModeType, # (1)
LocalPath: NotRequired[str],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]],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)- See LineageTypeType
RStudioServerProAppSettingsTypeDef#
# RStudioServerProAppSettingsTypeDef definition
class RStudioServerProAppSettingsTypeDef(TypedDict):
AccessStatus: NotRequired[RStudioServerProAccessStatusType], # (1)
UserGroup: NotRequired[RStudioServerProUserGroupType], # (2)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,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]],- See S3DataTypeType
- 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],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)- 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],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)TimeSeriesTransformationsTypeDef#
# TimeSeriesTransformationsTypeDef definition
class TimeSeriesTransformationsTypeDef(TypedDict):
Filling: NotRequired[Mapping[str, Mapping[FillingTypeType, str]]], # (1)
Aggregation: NotRequired[Mapping[str, AggregationTransformationValueType]], # (2)TrainingRepositoryAuthConfigTypeDef#
# TrainingRepositoryAuthConfigTypeDef definition
class TrainingRepositoryAuthConfigTypeDef(TypedDict):
TrainingRepositoryCredentialsProviderArn: str,TransformS3DataSourceTypeDef#
# TransformS3DataSourceTypeDef definition
class TransformS3DataSourceTypeDef(TypedDict):
S3DataType: S3DataTypeType, # (1)
S3Uri: str,- 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]],- 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)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],- See VendorGuidanceType
- See JobTypeType
- See ProcessorType
UpdateMlflowTrackingServerRequestRequestTypeDef#
# UpdateMlflowTrackingServerRequestRequestTypeDef definition
class UpdateMlflowTrackingServerRequestRequestTypeDef(TypedDict):
TrackingServerName: str,
ArtifactStoreUri: NotRequired[str],
TrackingServerSize: NotRequired[TrackingServerSizeType], # (1)
AutomaticModelRegistration: NotRequired[bool],
WeeklyMaintenanceWindowStart: NotRequired[str],UpdateModelCardRequestRequestTypeDef#
# UpdateModelCardRequestRequestTypeDef definition
class UpdateModelCardRequestRequestTypeDef(TypedDict):
ModelCardName: str,
Content: NotRequired[str],
ModelCardStatus: NotRequired[ModelCardStatusType], # (1)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],- See ActionSourceTypeDef
- See ActionStatusType
AddAssociationResponseTypeDef#
# AddAssociationResponseTypeDef definition
class AddAssociationResponseTypeDef(TypedDict):
SourceArn: str,
DestinationArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)AssociateTrialComponentResponseTypeDef#
# AssociateTrialComponentResponseTypeDef definition
class AssociateTrialComponentResponseTypeDef(TypedDict):
TrialComponentArn: str,
TrialArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateActionResponseTypeDef#
# CreateActionResponseTypeDef definition
class CreateActionResponseTypeDef(TypedDict):
ActionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateAlgorithmOutputTypeDef#
# CreateAlgorithmOutputTypeDef definition
class CreateAlgorithmOutputTypeDef(TypedDict):
AlgorithmArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateAppImageConfigResponseTypeDef#
# CreateAppImageConfigResponseTypeDef definition
class CreateAppImageConfigResponseTypeDef(TypedDict):
AppImageConfigArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateAppResponseTypeDef#
# CreateAppResponseTypeDef definition
class CreateAppResponseTypeDef(TypedDict):
AppArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateArtifactResponseTypeDef#
# CreateArtifactResponseTypeDef definition
class CreateArtifactResponseTypeDef(TypedDict):
ArtifactArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateAutoMLJobResponseTypeDef#
# CreateAutoMLJobResponseTypeDef definition
class CreateAutoMLJobResponseTypeDef(TypedDict):
AutoMLJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateAutoMLJobV2ResponseTypeDef#
# CreateAutoMLJobV2ResponseTypeDef definition
class CreateAutoMLJobV2ResponseTypeDef(TypedDict):
AutoMLJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateClusterResponseTypeDef#
# CreateClusterResponseTypeDef definition
class CreateClusterResponseTypeDef(TypedDict):
ClusterArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateCodeRepositoryOutputTypeDef#
# CreateCodeRepositoryOutputTypeDef definition
class CreateCodeRepositoryOutputTypeDef(TypedDict):
CodeRepositoryArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateCompilationJobResponseTypeDef#
# CreateCompilationJobResponseTypeDef definition
class CreateCompilationJobResponseTypeDef(TypedDict):
CompilationJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateContextResponseTypeDef#
# CreateContextResponseTypeDef definition
class CreateContextResponseTypeDef(TypedDict):
ContextArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateDataQualityJobDefinitionResponseTypeDef#
# CreateDataQualityJobDefinitionResponseTypeDef definition
class CreateDataQualityJobDefinitionResponseTypeDef(TypedDict):
JobDefinitionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateDomainResponseTypeDef#
# CreateDomainResponseTypeDef definition
class CreateDomainResponseTypeDef(TypedDict):
DomainArn: str,
Url: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateEdgeDeploymentPlanResponseTypeDef#
# CreateEdgeDeploymentPlanResponseTypeDef definition
class CreateEdgeDeploymentPlanResponseTypeDef(TypedDict):
EdgeDeploymentPlanArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateEndpointConfigOutputTypeDef#
# CreateEndpointConfigOutputTypeDef definition
class CreateEndpointConfigOutputTypeDef(TypedDict):
EndpointConfigArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateEndpointOutputTypeDef#
# CreateEndpointOutputTypeDef definition
class CreateEndpointOutputTypeDef(TypedDict):
EndpointArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateExperimentResponseTypeDef#
# CreateExperimentResponseTypeDef definition
class CreateExperimentResponseTypeDef(TypedDict):
ExperimentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateFeatureGroupResponseTypeDef#
# CreateFeatureGroupResponseTypeDef definition
class CreateFeatureGroupResponseTypeDef(TypedDict):
FeatureGroupArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateFlowDefinitionResponseTypeDef#
# CreateFlowDefinitionResponseTypeDef definition
class CreateFlowDefinitionResponseTypeDef(TypedDict):
FlowDefinitionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateHubContentReferenceResponseTypeDef#
# CreateHubContentReferenceResponseTypeDef definition
class CreateHubContentReferenceResponseTypeDef(TypedDict):
HubArn: str,
HubContentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateHubResponseTypeDef#
# CreateHubResponseTypeDef definition
class CreateHubResponseTypeDef(TypedDict):
HubArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateHumanTaskUiResponseTypeDef#
# CreateHumanTaskUiResponseTypeDef definition
class CreateHumanTaskUiResponseTypeDef(TypedDict):
HumanTaskUiArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateHyperParameterTuningJobResponseTypeDef#
# CreateHyperParameterTuningJobResponseTypeDef definition
class CreateHyperParameterTuningJobResponseTypeDef(TypedDict):
HyperParameterTuningJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateImageResponseTypeDef#
# CreateImageResponseTypeDef definition
class CreateImageResponseTypeDef(TypedDict):
ImageArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateImageVersionResponseTypeDef#
# CreateImageVersionResponseTypeDef definition
class CreateImageVersionResponseTypeDef(TypedDict):
ImageVersionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateInferenceComponentOutputTypeDef#
# CreateInferenceComponentOutputTypeDef definition
class CreateInferenceComponentOutputTypeDef(TypedDict):
InferenceComponentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateInferenceExperimentResponseTypeDef#
# CreateInferenceExperimentResponseTypeDef definition
class CreateInferenceExperimentResponseTypeDef(TypedDict):
InferenceExperimentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateInferenceRecommendationsJobResponseTypeDef#
# CreateInferenceRecommendationsJobResponseTypeDef definition
class CreateInferenceRecommendationsJobResponseTypeDef(TypedDict):
JobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateLabelingJobResponseTypeDef#
# CreateLabelingJobResponseTypeDef definition
class CreateLabelingJobResponseTypeDef(TypedDict):
LabelingJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateMlflowTrackingServerResponseTypeDef#
# CreateMlflowTrackingServerResponseTypeDef definition
class CreateMlflowTrackingServerResponseTypeDef(TypedDict):
TrackingServerArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateModelBiasJobDefinitionResponseTypeDef#
# CreateModelBiasJobDefinitionResponseTypeDef definition
class CreateModelBiasJobDefinitionResponseTypeDef(TypedDict):
JobDefinitionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateModelCardExportJobResponseTypeDef#
# CreateModelCardExportJobResponseTypeDef definition
class CreateModelCardExportJobResponseTypeDef(TypedDict):
ModelCardExportJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateModelCardResponseTypeDef#
# CreateModelCardResponseTypeDef definition
class CreateModelCardResponseTypeDef(TypedDict):
ModelCardArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateModelExplainabilityJobDefinitionResponseTypeDef#
# CreateModelExplainabilityJobDefinitionResponseTypeDef definition
class CreateModelExplainabilityJobDefinitionResponseTypeDef(TypedDict):
JobDefinitionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateModelOutputTypeDef#
# CreateModelOutputTypeDef definition
class CreateModelOutputTypeDef(TypedDict):
ModelArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateModelPackageGroupOutputTypeDef#
# CreateModelPackageGroupOutputTypeDef definition
class CreateModelPackageGroupOutputTypeDef(TypedDict):
ModelPackageGroupArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateModelPackageOutputTypeDef#
# CreateModelPackageOutputTypeDef definition
class CreateModelPackageOutputTypeDef(TypedDict):
ModelPackageArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateModelQualityJobDefinitionResponseTypeDef#
# CreateModelQualityJobDefinitionResponseTypeDef definition
class CreateModelQualityJobDefinitionResponseTypeDef(TypedDict):
JobDefinitionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateMonitoringScheduleResponseTypeDef#
# CreateMonitoringScheduleResponseTypeDef definition
class CreateMonitoringScheduleResponseTypeDef(TypedDict):
MonitoringScheduleArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateNotebookInstanceLifecycleConfigOutputTypeDef#
# CreateNotebookInstanceLifecycleConfigOutputTypeDef definition
class CreateNotebookInstanceLifecycleConfigOutputTypeDef(TypedDict):
NotebookInstanceLifecycleConfigArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateNotebookInstanceOutputTypeDef#
# CreateNotebookInstanceOutputTypeDef definition
class CreateNotebookInstanceOutputTypeDef(TypedDict):
NotebookInstanceArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateOptimizationJobResponseTypeDef#
# CreateOptimizationJobResponseTypeDef definition
class CreateOptimizationJobResponseTypeDef(TypedDict):
OptimizationJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreatePipelineResponseTypeDef#
# CreatePipelineResponseTypeDef definition
class CreatePipelineResponseTypeDef(TypedDict):
PipelineArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreatePresignedDomainUrlResponseTypeDef#
# CreatePresignedDomainUrlResponseTypeDef definition
class CreatePresignedDomainUrlResponseTypeDef(TypedDict):
AuthorizedUrl: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreatePresignedMlflowTrackingServerUrlResponseTypeDef#
# CreatePresignedMlflowTrackingServerUrlResponseTypeDef definition
class CreatePresignedMlflowTrackingServerUrlResponseTypeDef(TypedDict):
AuthorizedUrl: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreatePresignedNotebookInstanceUrlOutputTypeDef#
# CreatePresignedNotebookInstanceUrlOutputTypeDef definition
class CreatePresignedNotebookInstanceUrlOutputTypeDef(TypedDict):
AuthorizedUrl: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateProcessingJobResponseTypeDef#
# CreateProcessingJobResponseTypeDef definition
class CreateProcessingJobResponseTypeDef(TypedDict):
ProcessingJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateProjectOutputTypeDef#
# CreateProjectOutputTypeDef definition
class CreateProjectOutputTypeDef(TypedDict):
ProjectArn: str,
ProjectId: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateSpaceResponseTypeDef#
# CreateSpaceResponseTypeDef definition
class CreateSpaceResponseTypeDef(TypedDict):
SpaceArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateStudioLifecycleConfigResponseTypeDef#
# CreateStudioLifecycleConfigResponseTypeDef definition
class CreateStudioLifecycleConfigResponseTypeDef(TypedDict):
StudioLifecycleConfigArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateTrainingJobResponseTypeDef#
# CreateTrainingJobResponseTypeDef definition
class CreateTrainingJobResponseTypeDef(TypedDict):
TrainingJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateTransformJobResponseTypeDef#
# CreateTransformJobResponseTypeDef definition
class CreateTransformJobResponseTypeDef(TypedDict):
TransformJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateTrialComponentResponseTypeDef#
# CreateTrialComponentResponseTypeDef definition
class CreateTrialComponentResponseTypeDef(TypedDict):
TrialComponentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateTrialResponseTypeDef#
# CreateTrialResponseTypeDef definition
class CreateTrialResponseTypeDef(TypedDict):
TrialArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateUserProfileResponseTypeDef#
# CreateUserProfileResponseTypeDef definition
class CreateUserProfileResponseTypeDef(TypedDict):
UserProfileArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateWorkforceResponseTypeDef#
# CreateWorkforceResponseTypeDef definition
class CreateWorkforceResponseTypeDef(TypedDict):
WorkforceArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)CreateWorkteamResponseTypeDef#
# CreateWorkteamResponseTypeDef definition
class CreateWorkteamResponseTypeDef(TypedDict):
WorkteamArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeleteActionResponseTypeDef#
# DeleteActionResponseTypeDef definition
class DeleteActionResponseTypeDef(TypedDict):
ActionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeleteArtifactResponseTypeDef#
# DeleteArtifactResponseTypeDef definition
class DeleteArtifactResponseTypeDef(TypedDict):
ArtifactArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeleteAssociationResponseTypeDef#
# DeleteAssociationResponseTypeDef definition
class DeleteAssociationResponseTypeDef(TypedDict):
SourceArn: str,
DestinationArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeleteClusterResponseTypeDef#
# DeleteClusterResponseTypeDef definition
class DeleteClusterResponseTypeDef(TypedDict):
ClusterArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeleteContextResponseTypeDef#
# DeleteContextResponseTypeDef definition
class DeleteContextResponseTypeDef(TypedDict):
ContextArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeleteExperimentResponseTypeDef#
# DeleteExperimentResponseTypeDef definition
class DeleteExperimentResponseTypeDef(TypedDict):
ExperimentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeleteInferenceExperimentResponseTypeDef#
# DeleteInferenceExperimentResponseTypeDef definition
class DeleteInferenceExperimentResponseTypeDef(TypedDict):
InferenceExperimentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeleteMlflowTrackingServerResponseTypeDef#
# DeleteMlflowTrackingServerResponseTypeDef definition
class DeleteMlflowTrackingServerResponseTypeDef(TypedDict):
TrackingServerArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeletePipelineResponseTypeDef#
# DeletePipelineResponseTypeDef definition
class DeletePipelineResponseTypeDef(TypedDict):
PipelineArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeleteTrialComponentResponseTypeDef#
# DeleteTrialComponentResponseTypeDef definition
class DeleteTrialComponentResponseTypeDef(TypedDict):
TrialComponentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeleteTrialResponseTypeDef#
# DeleteTrialResponseTypeDef definition
class DeleteTrialResponseTypeDef(TypedDict):
TrialArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DeleteWorkteamResponseTypeDef#
# DeleteWorkteamResponseTypeDef definition
class DeleteWorkteamResponseTypeDef(TypedDict):
Success: bool,
ResponseMetadata: ResponseMetadataTypeDef, # (1)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)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)- See ImageVersionStatusType
- See VendorGuidanceType
- See JobTypeType
- See ProcessorType
- See ResponseMetadataTypeDef
DescribePipelineDefinitionForExecutionResponseTypeDef#
# DescribePipelineDefinitionForExecutionResponseTypeDef definition
class DescribePipelineDefinitionForExecutionResponseTypeDef(TypedDict):
PipelineDefinition: str,
CreationTime: datetime,
ResponseMetadata: ResponseMetadataTypeDef, # (1)DescribeStudioLifecycleConfigResponseTypeDef#
# DescribeStudioLifecycleConfigResponseTypeDef definition
class DescribeStudioLifecycleConfigResponseTypeDef(TypedDict):
StudioLifecycleConfigArn: str,
StudioLifecycleConfigName: str,
CreationTime: datetime,
LastModifiedTime: datetime,
StudioLifecycleConfigContent: str,
StudioLifecycleConfigAppType: StudioLifecycleConfigAppTypeType, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)DisassociateTrialComponentResponseTypeDef#
# DisassociateTrialComponentResponseTypeDef definition
class DisassociateTrialComponentResponseTypeDef(TypedDict):
TrialComponentArn: str,
TrialArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)EmptyResponseMetadataTypeDef#
# EmptyResponseMetadataTypeDef definition
class EmptyResponseMetadataTypeDef(TypedDict):
ResponseMetadata: ResponseMetadataTypeDef, # (1)GetLineageGroupPolicyResponseTypeDef#
# GetLineageGroupPolicyResponseTypeDef definition
class GetLineageGroupPolicyResponseTypeDef(TypedDict):
LineageGroupArn: str,
ResourcePolicy: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)GetModelPackageGroupPolicyOutputTypeDef#
# GetModelPackageGroupPolicyOutputTypeDef definition
class GetModelPackageGroupPolicyOutputTypeDef(TypedDict):
ResourcePolicy: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)GetSagemakerServicecatalogPortfolioStatusOutputTypeDef#
# GetSagemakerServicecatalogPortfolioStatusOutputTypeDef definition
class GetSagemakerServicecatalogPortfolioStatusOutputTypeDef(TypedDict):
Status: SagemakerServicecatalogStatusType, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)ImportHubContentResponseTypeDef#
# ImportHubContentResponseTypeDef definition
class ImportHubContentResponseTypeDef(TypedDict):
HubArn: str,
HubContentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)ListAliasesResponseTypeDef#
# ListAliasesResponseTypeDef definition
class ListAliasesResponseTypeDef(TypedDict):
SageMakerImageVersionAliases: List[str],
ResponseMetadata: ResponseMetadataTypeDef, # (1)
NextToken: NotRequired[str],PutModelPackageGroupPolicyOutputTypeDef#
# PutModelPackageGroupPolicyOutputTypeDef definition
class PutModelPackageGroupPolicyOutputTypeDef(TypedDict):
ModelPackageGroupArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)RetryPipelineExecutionResponseTypeDef#
# RetryPipelineExecutionResponseTypeDef definition
class RetryPipelineExecutionResponseTypeDef(TypedDict):
PipelineExecutionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)SendPipelineExecutionStepFailureResponseTypeDef#
# SendPipelineExecutionStepFailureResponseTypeDef definition
class SendPipelineExecutionStepFailureResponseTypeDef(TypedDict):
PipelineExecutionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)SendPipelineExecutionStepSuccessResponseTypeDef#
# SendPipelineExecutionStepSuccessResponseTypeDef definition
class SendPipelineExecutionStepSuccessResponseTypeDef(TypedDict):
PipelineExecutionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)StartInferenceExperimentResponseTypeDef#
# StartInferenceExperimentResponseTypeDef definition
class StartInferenceExperimentResponseTypeDef(TypedDict):
InferenceExperimentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)StartMlflowTrackingServerResponseTypeDef#
# StartMlflowTrackingServerResponseTypeDef definition
class StartMlflowTrackingServerResponseTypeDef(TypedDict):
TrackingServerArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)StartPipelineExecutionResponseTypeDef#
# StartPipelineExecutionResponseTypeDef definition
class StartPipelineExecutionResponseTypeDef(TypedDict):
PipelineExecutionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)StopInferenceExperimentResponseTypeDef#
# StopInferenceExperimentResponseTypeDef definition
class StopInferenceExperimentResponseTypeDef(TypedDict):
InferenceExperimentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)StopMlflowTrackingServerResponseTypeDef#
# StopMlflowTrackingServerResponseTypeDef definition
class StopMlflowTrackingServerResponseTypeDef(TypedDict):
TrackingServerArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)StopPipelineExecutionResponseTypeDef#
# StopPipelineExecutionResponseTypeDef definition
class StopPipelineExecutionResponseTypeDef(TypedDict):
PipelineExecutionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateActionResponseTypeDef#
# UpdateActionResponseTypeDef definition
class UpdateActionResponseTypeDef(TypedDict):
ActionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateAppImageConfigResponseTypeDef#
# UpdateAppImageConfigResponseTypeDef definition
class UpdateAppImageConfigResponseTypeDef(TypedDict):
AppImageConfigArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateArtifactResponseTypeDef#
# UpdateArtifactResponseTypeDef definition
class UpdateArtifactResponseTypeDef(TypedDict):
ArtifactArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateClusterResponseTypeDef#
# UpdateClusterResponseTypeDef definition
class UpdateClusterResponseTypeDef(TypedDict):
ClusterArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateClusterSoftwareResponseTypeDef#
# UpdateClusterSoftwareResponseTypeDef definition
class UpdateClusterSoftwareResponseTypeDef(TypedDict):
ClusterArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateCodeRepositoryOutputTypeDef#
# UpdateCodeRepositoryOutputTypeDef definition
class UpdateCodeRepositoryOutputTypeDef(TypedDict):
CodeRepositoryArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateContextResponseTypeDef#
# UpdateContextResponseTypeDef definition
class UpdateContextResponseTypeDef(TypedDict):
ContextArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateDomainResponseTypeDef#
# UpdateDomainResponseTypeDef definition
class UpdateDomainResponseTypeDef(TypedDict):
DomainArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateEndpointOutputTypeDef#
# UpdateEndpointOutputTypeDef definition
class UpdateEndpointOutputTypeDef(TypedDict):
EndpointArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateEndpointWeightsAndCapacitiesOutputTypeDef#
# UpdateEndpointWeightsAndCapacitiesOutputTypeDef definition
class UpdateEndpointWeightsAndCapacitiesOutputTypeDef(TypedDict):
EndpointArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateExperimentResponseTypeDef#
# UpdateExperimentResponseTypeDef definition
class UpdateExperimentResponseTypeDef(TypedDict):
ExperimentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateFeatureGroupResponseTypeDef#
# UpdateFeatureGroupResponseTypeDef definition
class UpdateFeatureGroupResponseTypeDef(TypedDict):
FeatureGroupArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateHubResponseTypeDef#
# UpdateHubResponseTypeDef definition
class UpdateHubResponseTypeDef(TypedDict):
HubArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateImageResponseTypeDef#
# UpdateImageResponseTypeDef definition
class UpdateImageResponseTypeDef(TypedDict):
ImageArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateImageVersionResponseTypeDef#
# UpdateImageVersionResponseTypeDef definition
class UpdateImageVersionResponseTypeDef(TypedDict):
ImageVersionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateInferenceComponentOutputTypeDef#
# UpdateInferenceComponentOutputTypeDef definition
class UpdateInferenceComponentOutputTypeDef(TypedDict):
InferenceComponentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateInferenceComponentRuntimeConfigOutputTypeDef#
# UpdateInferenceComponentRuntimeConfigOutputTypeDef definition
class UpdateInferenceComponentRuntimeConfigOutputTypeDef(TypedDict):
InferenceComponentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateInferenceExperimentResponseTypeDef#
# UpdateInferenceExperimentResponseTypeDef definition
class UpdateInferenceExperimentResponseTypeDef(TypedDict):
InferenceExperimentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateMlflowTrackingServerResponseTypeDef#
# UpdateMlflowTrackingServerResponseTypeDef definition
class UpdateMlflowTrackingServerResponseTypeDef(TypedDict):
TrackingServerArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateModelCardResponseTypeDef#
# UpdateModelCardResponseTypeDef definition
class UpdateModelCardResponseTypeDef(TypedDict):
ModelCardArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateModelPackageOutputTypeDef#
# UpdateModelPackageOutputTypeDef definition
class UpdateModelPackageOutputTypeDef(TypedDict):
ModelPackageArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateMonitoringAlertResponseTypeDef#
# UpdateMonitoringAlertResponseTypeDef definition
class UpdateMonitoringAlertResponseTypeDef(TypedDict):
MonitoringScheduleArn: str,
MonitoringAlertName: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateMonitoringScheduleResponseTypeDef#
# UpdateMonitoringScheduleResponseTypeDef definition
class UpdateMonitoringScheduleResponseTypeDef(TypedDict):
MonitoringScheduleArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdatePipelineExecutionResponseTypeDef#
# UpdatePipelineExecutionResponseTypeDef definition
class UpdatePipelineExecutionResponseTypeDef(TypedDict):
PipelineExecutionArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdatePipelineResponseTypeDef#
# UpdatePipelineResponseTypeDef definition
class UpdatePipelineResponseTypeDef(TypedDict):
PipelineArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateProjectOutputTypeDef#
# UpdateProjectOutputTypeDef definition
class UpdateProjectOutputTypeDef(TypedDict):
ProjectArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateSpaceResponseTypeDef#
# UpdateSpaceResponseTypeDef definition
class UpdateSpaceResponseTypeDef(TypedDict):
SpaceArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateTrainingJobResponseTypeDef#
# UpdateTrainingJobResponseTypeDef definition
class UpdateTrainingJobResponseTypeDef(TypedDict):
TrainingJobArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateTrialComponentResponseTypeDef#
# UpdateTrialComponentResponseTypeDef definition
class UpdateTrialComponentResponseTypeDef(TypedDict):
TrialComponentArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateTrialResponseTypeDef#
# UpdateTrialResponseTypeDef definition
class UpdateTrialResponseTypeDef(TypedDict):
TrialArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)UpdateUserProfileResponseTypeDef#
# UpdateUserProfileResponseTypeDef definition
class UpdateUserProfileResponseTypeDef(TypedDict):
UserProfileArn: str,
ResponseMetadata: ResponseMetadataTypeDef, # (1)AddTagsInputRequestTypeDef#
# AddTagsInputRequestTypeDef definition
class AddTagsInputRequestTypeDef(TypedDict):
ResourceArn: str,
Tags: Sequence[TagTypeDef], # (1)- See TagTypeDef
AddTagsOutputTypeDef#
# AddTagsOutputTypeDef definition
class AddTagsOutputTypeDef(TypedDict):
Tags: List[TagTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)- See TagTypeDef
- See ResponseMetadataTypeDef
CreateExperimentRequestRequestTypeDef#
# CreateExperimentRequestRequestTypeDef definition
class CreateExperimentRequestRequestTypeDef(TypedDict):
ExperimentName: str,
DisplayName: NotRequired[str],
Description: NotRequired[str],
Tags: NotRequired[Sequence[TagTypeDef]], # (1)- See TagTypeDef
CreateHubContentReferenceRequestRequestTypeDef#
# CreateHubContentReferenceRequestRequestTypeDef definition
class CreateHubContentReferenceRequestRequestTypeDef(TypedDict):
HubName: str,
SageMakerPublicHubContentArn: str,
HubContentName: NotRequired[str],
MinVersion: NotRequired[str],
Tags: NotRequired[Sequence[TagTypeDef]], # (1)- See TagTypeDef
CreateImageRequestRequestTypeDef#
# CreateImageRequestRequestTypeDef definition
class CreateImageRequestRequestTypeDef(TypedDict):
ImageName: str,
RoleArn: str,
Description: NotRequired[str],
DisplayName: NotRequired[str],
Tags: NotRequired[Sequence[TagTypeDef]], # (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)- See TrackingServerSizeType
- See TagTypeDef
CreateModelPackageGroupInputRequestTypeDef#
# CreateModelPackageGroupInputRequestTypeDef definition
class CreateModelPackageGroupInputRequestTypeDef(TypedDict):
ModelPackageGroupName: str,
ModelPackageGroupDescription: NotRequired[str],
Tags: NotRequired[Sequence[TagTypeDef]], # (1)- See TagTypeDef
CreateStudioLifecycleConfigRequestRequestTypeDef#
# CreateStudioLifecycleConfigRequestRequestTypeDef definition
class CreateStudioLifecycleConfigRequestRequestTypeDef(TypedDict):
StudioLifecycleConfigName: str,
StudioLifecycleConfigContent: str,
StudioLifecycleConfigAppType: StudioLifecycleConfigAppTypeType, # (1)
Tags: NotRequired[Sequence[TagTypeDef]], # (2)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)- See HubContentTypeType
- See TagTypeDef
ListTagsOutputTypeDef#
# ListTagsOutputTypeDef definition
class ListTagsOutputTypeDef(TypedDict):
Tags: List[TagTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],- See TagTypeDef
- See ResponseMetadataTypeDef
AutoRollbackConfigOutputTypeDef#
# AutoRollbackConfigOutputTypeDef definition
class AutoRollbackConfigOutputTypeDef(TypedDict):
Alarms: NotRequired[List[AlarmTypeDef]], # (1)- See AlarmTypeDef
AutoRollbackConfigTypeDef#
# AutoRollbackConfigTypeDef definition
class AutoRollbackConfigTypeDef(TypedDict):
Alarms: NotRequired[Sequence[AlarmTypeDef]], # (1)- See AlarmTypeDef
HyperParameterAlgorithmSpecificationOutputTypeDef#
# HyperParameterAlgorithmSpecificationOutputTypeDef definition
class HyperParameterAlgorithmSpecificationOutputTypeDef(TypedDict):
TrainingInputMode: TrainingInputModeType, # (1)
TrainingImage: NotRequired[str],
AlgorithmName: NotRequired[str],
MetricDefinitions: NotRequired[List[MetricDefinitionTypeDef]], # (2)HyperParameterAlgorithmSpecificationTypeDef#
# HyperParameterAlgorithmSpecificationTypeDef definition
class HyperParameterAlgorithmSpecificationTypeDef(TypedDict):
TrainingInputMode: TrainingInputModeType, # (1)
TrainingImage: NotRequired[str],
AlgorithmName: NotRequired[str],
MetricDefinitions: NotRequired[Sequence[MetricDefinitionTypeDef]], # (2)AlgorithmStatusDetailsTypeDef#
# AlgorithmStatusDetailsTypeDef definition
class AlgorithmStatusDetailsTypeDef(TypedDict):
ValidationStatuses: NotRequired[List[AlgorithmStatusItemTypeDef]], # (1)
ImageScanStatuses: NotRequired[List[AlgorithmStatusItemTypeDef]], # (1)ListAlgorithmsOutputTypeDef#
# ListAlgorithmsOutputTypeDef definition
class ListAlgorithmsOutputTypeDef(TypedDict):
AlgorithmSummaryList: List[AlgorithmSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],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)- See AppTypeType
- See AppStatusType
- 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)- See AppTypeType
- See TagTypeDef
- 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)- See AppTypeType
- See AppStatusType
- See ResourceSpecTypeDef
- See ResponseMetadataTypeDef
RStudioServerProDomainSettingsForUpdateTypeDef#
# RStudioServerProDomainSettingsForUpdateTypeDef definition
class RStudioServerProDomainSettingsForUpdateTypeDef(TypedDict):
DomainExecutionRoleArn: str,
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)
RStudioConnectUrl: NotRequired[str],
RStudioPackageManagerUrl: NotRequired[str],RStudioServerProDomainSettingsTypeDef#
# RStudioServerProDomainSettingsTypeDef definition
class RStudioServerProDomainSettingsTypeDef(TypedDict):
DomainExecutionRoleArn: str,
RStudioConnectUrl: NotRequired[str],
RStudioPackageManagerUrl: NotRequired[str],
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)TensorBoardAppSettingsTypeDef#
# TensorBoardAppSettingsTypeDef definition
class TensorBoardAppSettingsTypeDef(TypedDict):
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)AppLifecycleManagementTypeDef#
# AppLifecycleManagementTypeDef definition
class AppLifecycleManagementTypeDef(TypedDict):
IdleSettings: NotRequired[IdleSettingsTypeDef], # (1)ArtifactSourceOutputTypeDef#
# ArtifactSourceOutputTypeDef definition
class ArtifactSourceOutputTypeDef(TypedDict):
SourceUri: str,
SourceTypes: NotRequired[List[ArtifactSourceTypeTypeDef]], # (1)ArtifactSourceTypeDef#
# ArtifactSourceTypeDef definition
class ArtifactSourceTypeDef(TypedDict):
SourceUri: str,
SourceTypes: NotRequired[Sequence[ArtifactSourceTypeTypeDef]], # (1)AsyncInferenceOutputConfigOutputTypeDef#
# AsyncInferenceOutputConfigOutputTypeDef definition
class AsyncInferenceOutputConfigOutputTypeDef(TypedDict):
KmsKeyId: NotRequired[str],
S3OutputPath: NotRequired[str],
NotificationConfig: NotRequired[AsyncInferenceNotificationConfigOutputTypeDef], # (1)
S3FailurePath: NotRequired[str],AutoMLCandidateGenerationConfigOutputTypeDef#
# AutoMLCandidateGenerationConfigOutputTypeDef definition
class AutoMLCandidateGenerationConfigOutputTypeDef(TypedDict):
FeatureSpecificationS3Uri: NotRequired[str],
AlgorithmsConfig: NotRequired[List[AutoMLAlgorithmConfigOutputTypeDef]], # (1)CandidateGenerationConfigOutputTypeDef#
# CandidateGenerationConfigOutputTypeDef definition
class CandidateGenerationConfigOutputTypeDef(TypedDict):
AlgorithmsConfig: NotRequired[List[AutoMLAlgorithmConfigOutputTypeDef]], # (1)AutoMLComputeConfigTypeDef#
# AutoMLComputeConfigTypeDef definition
class AutoMLComputeConfigTypeDef(TypedDict):
EmrServerlessComputeConfig: NotRequired[EmrServerlessComputeConfigTypeDef], # (1)AutoMLDataSourceTypeDef#
# AutoMLDataSourceTypeDef definition
class AutoMLDataSourceTypeDef(TypedDict):
S3DataSource: AutoMLS3DataSourceTypeDef, # (1)ImageClassificationJobConfigTypeDef#
# ImageClassificationJobConfigTypeDef definition
class ImageClassificationJobConfigTypeDef(TypedDict):
CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef], # (1)TextClassificationJobConfigTypeDef#
# TextClassificationJobConfigTypeDef definition
class TextClassificationJobConfigTypeDef(TypedDict):
ContentColumn: str,
TargetLabelColumn: str,
CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef], # (1)ResolvedAttributesTypeDef#
# ResolvedAttributesTypeDef definition
class ResolvedAttributesTypeDef(TypedDict):
AutoMLJobObjective: NotRequired[AutoMLJobObjectiveTypeDef], # (1)
ProblemType: NotRequired[ProblemTypeType], # (2)
CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef], # (3)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)AutoMLProblemTypeResolvedAttributesTypeDef#
# AutoMLProblemTypeResolvedAttributesTypeDef definition
class AutoMLProblemTypeResolvedAttributesTypeDef(TypedDict):
TabularResolvedAttributes: NotRequired[TabularResolvedAttributesTypeDef], # (1)
TextGenerationResolvedAttributes: NotRequired[TextGenerationResolvedAttributesTypeDef], # (2)AutoMLSecurityConfigOutputTypeDef#
# AutoMLSecurityConfigOutputTypeDef definition
class AutoMLSecurityConfigOutputTypeDef(TypedDict):
VolumeKmsKeyId: NotRequired[str],
EnableInterContainerTrafficEncryption: NotRequired[bool],
VpcConfig: NotRequired[VpcConfigOutputTypeDef], # (1)LabelingJobResourceConfigOutputTypeDef#
# LabelingJobResourceConfigOutputTypeDef definition
class LabelingJobResourceConfigOutputTypeDef(TypedDict):
VolumeKmsKeyId: NotRequired[str],
VpcConfig: NotRequired[VpcConfigOutputTypeDef], # (1)MonitoringNetworkConfigOutputTypeDef#
# MonitoringNetworkConfigOutputTypeDef definition
class MonitoringNetworkConfigOutputTypeDef(TypedDict):
EnableInterContainerTrafficEncryption: NotRequired[bool],
EnableNetworkIsolation: NotRequired[bool],
VpcConfig: NotRequired[VpcConfigOutputTypeDef], # (1)NetworkConfigOutputTypeDef#
# NetworkConfigOutputTypeDef definition
class NetworkConfigOutputTypeDef(TypedDict):
EnableInterContainerTrafficEncryption: NotRequired[bool],
EnableNetworkIsolation: NotRequired[bool],
VpcConfig: NotRequired[VpcConfigOutputTypeDef], # (1)BatchDeleteClusterNodesResponseTypeDef#
# BatchDeleteClusterNodesResponseTypeDef definition
class BatchDeleteClusterNodesResponseTypeDef(TypedDict):
Failed: List[BatchDeleteClusterNodesErrorTypeDef], # (1)
Successful: List[str],
ResponseMetadata: ResponseMetadataTypeDef, # (2)BiasTypeDef#
# BiasTypeDef definition
class BiasTypeDef(TypedDict):
Report: NotRequired[MetricsSourceTypeDef], # (1)
PreTrainingReport: NotRequired[MetricsSourceTypeDef], # (1)
PostTrainingReport: NotRequired[MetricsSourceTypeDef], # (1)DriftCheckModelDataQualityTypeDef#
# DriftCheckModelDataQualityTypeDef definition
class DriftCheckModelDataQualityTypeDef(TypedDict):
Statistics: NotRequired[MetricsSourceTypeDef], # (1)
Constraints: NotRequired[MetricsSourceTypeDef], # (1)DriftCheckModelQualityTypeDef#
# DriftCheckModelQualityTypeDef definition
class DriftCheckModelQualityTypeDef(TypedDict):
Statistics: NotRequired[MetricsSourceTypeDef], # (1)
Constraints: NotRequired[MetricsSourceTypeDef], # (1)ExplainabilityTypeDef#
# ExplainabilityTypeDef definition
class ExplainabilityTypeDef(TypedDict):
Report: NotRequired[MetricsSourceTypeDef], # (1)ModelDataQualityTypeDef#
# ModelDataQualityTypeDef definition
class ModelDataQualityTypeDef(TypedDict):
Statistics: NotRequired[MetricsSourceTypeDef], # (1)
Constraints: NotRequired[MetricsSourceTypeDef], # (1)ModelQualityTypeDef#
# ModelQualityTypeDef definition
class ModelQualityTypeDef(TypedDict):
Statistics: NotRequired[MetricsSourceTypeDef], # (1)
Constraints: NotRequired[MetricsSourceTypeDef], # (1)CallbackStepMetadataTypeDef#
# CallbackStepMetadataTypeDef definition
class CallbackStepMetadataTypeDef(TypedDict):
CallbackToken: NotRequired[str],
SqsQueueUrl: NotRequired[str],
OutputParameters: NotRequired[List[OutputParameterTypeDef]], # (1)LambdaStepMetadataTypeDef#
# LambdaStepMetadataTypeDef definition
class LambdaStepMetadataTypeDef(TypedDict):
Arn: NotRequired[str],
OutputParameters: NotRequired[List[OutputParameterTypeDef]], # (1)SendPipelineExecutionStepSuccessRequestRequestTypeDef#
# SendPipelineExecutionStepSuccessRequestRequestTypeDef definition
class SendPipelineExecutionStepSuccessRequestRequestTypeDef(TypedDict):
CallbackToken: str,
OutputParameters: NotRequired[Sequence[OutputParameterTypeDef]], # (1)
ClientRequestToken: NotRequired[str],CandidatePropertiesTypeDef#
# CandidatePropertiesTypeDef definition
class CandidatePropertiesTypeDef(TypedDict):
CandidateArtifactLocations: NotRequired[CandidateArtifactLocationsTypeDef], # (1)
CandidateMetrics: NotRequired[List[MetricDatumTypeDef]], # (2)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)- See TimeSeriesForecastingSettingsTypeDef
- See ModelRegisterSettingsTypeDef
- See WorkspaceSettingsTypeDef
- See IdentityProviderOAuthSettingTypeDef
- See DirectDeploySettingsTypeDef
- See KendraSettingsTypeDef
- See GenerativeAiSettingsTypeDef
- 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)- See TimeSeriesForecastingSettingsTypeDef
- See ModelRegisterSettingsTypeDef
- See WorkspaceSettingsTypeDef
- See IdentityProviderOAuthSettingTypeDef
- See DirectDeploySettingsTypeDef
- See KendraSettingsTypeDef
- See GenerativeAiSettingsTypeDef
- See EmrServerlessSettingsTypeDef
RollingUpdatePolicyTypeDef#
# RollingUpdatePolicyTypeDef definition
class RollingUpdatePolicyTypeDef(TypedDict):
MaximumBatchSize: CapacitySizeTypeDef, # (1)
WaitIntervalInSeconds: int,
MaximumExecutionTimeoutInSeconds: NotRequired[int],
RollbackMaximumBatchSize: NotRequired[CapacitySizeTypeDef], # (1)TrafficRoutingConfigTypeDef#
# TrafficRoutingConfigTypeDef definition
class TrafficRoutingConfigTypeDef(TypedDict):
Type: TrafficRoutingConfigTypeType, # (1)
WaitIntervalInSeconds: int,
CanarySize: NotRequired[CapacitySizeTypeDef], # (2)
LinearStepSize: NotRequired[CapacitySizeTypeDef], # (2)InferenceExperimentDataStorageConfigOutputTypeDef#
# InferenceExperimentDataStorageConfigOutputTypeDef definition
class InferenceExperimentDataStorageConfigOutputTypeDef(TypedDict):
Destination: str,
KmsKey: NotRequired[str],
ContentType: NotRequired[CaptureContentTypeHeaderOutputTypeDef], # (1)DataCaptureConfigOutputTypeDef#
# DataCaptureConfigOutputTypeDef definition
class DataCaptureConfigOutputTypeDef(TypedDict):
InitialSamplingPercentage: int,
DestinationS3Uri: str,
CaptureOptions: List[CaptureOptionTypeDef], # (1)
EnableCapture: NotRequired[bool],
KmsKeyId: NotRequired[str],
CaptureContentTypeHeader: NotRequired[CaptureContentTypeHeaderOutputTypeDef], # (2)EnvironmentParameterRangesOutputTypeDef#
# EnvironmentParameterRangesOutputTypeDef definition
class EnvironmentParameterRangesOutputTypeDef(TypedDict):
CategoricalParameterRanges: NotRequired[List[CategoricalParameterOutputTypeDef]], # (1)ClarifyShapConfigTypeDef#
# ClarifyShapConfigTypeDef definition
class ClarifyShapConfigTypeDef(TypedDict):
ShapBaselineConfig: ClarifyShapBaselineConfigTypeDef, # (1)
NumberOfSamples: NotRequired[int],
UseLogit: NotRequired[bool],
Seed: NotRequired[int],
TextConfig: NotRequired[ClarifyTextConfigTypeDef], # (2)ClusterInstanceStorageConfigTypeDef#
# ClusterInstanceStorageConfigTypeDef definition
class ClusterInstanceStorageConfigTypeDef(TypedDict):
EbsVolumeConfig: NotRequired[ClusterEbsVolumeConfigTypeDef], # (1)ClusterNodeSummaryTypeDef#
# ClusterNodeSummaryTypeDef definition
class ClusterNodeSummaryTypeDef(TypedDict):
InstanceGroupName: str,
InstanceId: str,
InstanceType: ClusterInstanceTypeType, # (1)
LaunchTime: datetime,
InstanceStatus: ClusterInstanceStatusDetailsTypeDef, # (2)ClusterOrchestratorTypeDef#
# ClusterOrchestratorTypeDef definition
class ClusterOrchestratorTypeDef(TypedDict):
Eks: ClusterOrchestratorEksConfigTypeDef, # (1)ListClustersResponseTypeDef#
# ListClustersResponseTypeDef definition
class ListClustersResponseTypeDef(TypedDict):
NextToken: str,
ClusterSummaries: List[ClusterSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)CodeEditorAppImageConfigOutputTypeDef#
# CodeEditorAppImageConfigOutputTypeDef definition
class CodeEditorAppImageConfigOutputTypeDef(TypedDict):
FileSystemConfig: NotRequired[FileSystemConfigTypeDef], # (1)
ContainerConfig: NotRequired[ContainerConfigOutputTypeDef], # (2)JupyterLabAppImageConfigOutputTypeDef#
# JupyterLabAppImageConfigOutputTypeDef definition
class JupyterLabAppImageConfigOutputTypeDef(TypedDict):
FileSystemConfig: NotRequired[FileSystemConfigTypeDef], # (1)
ContainerConfig: NotRequired[ContainerConfigOutputTypeDef], # (2)KernelGatewayAppSettingsOutputTypeDef#
# KernelGatewayAppSettingsOutputTypeDef definition
class KernelGatewayAppSettingsOutputTypeDef(TypedDict):
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)
CustomImages: NotRequired[List[CustomImageTypeDef]], # (2)
LifecycleConfigArns: NotRequired[List[str]],KernelGatewayAppSettingsTypeDef#
# KernelGatewayAppSettingsTypeDef definition
class KernelGatewayAppSettingsTypeDef(TypedDict):
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)
CustomImages: NotRequired[Sequence[CustomImageTypeDef]], # (2)
LifecycleConfigArns: NotRequired[Sequence[str]],RSessionAppSettingsOutputTypeDef#
# RSessionAppSettingsOutputTypeDef definition
class RSessionAppSettingsOutputTypeDef(TypedDict):
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)
CustomImages: NotRequired[List[CustomImageTypeDef]], # (2)RSessionAppSettingsTypeDef#
# RSessionAppSettingsTypeDef definition
class RSessionAppSettingsTypeDef(TypedDict):
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)
CustomImages: NotRequired[Sequence[CustomImageTypeDef]], # (2)CodeRepositorySummaryTypeDef#
# CodeRepositorySummaryTypeDef definition
class CodeRepositorySummaryTypeDef(TypedDict):
CodeRepositoryName: str,
CodeRepositoryArn: str,
CreationTime: datetime,
LastModifiedTime: datetime,
GitConfig: NotRequired[GitConfigTypeDef], # (1)- See GitConfigTypeDef
CreateCodeRepositoryInputRequestTypeDef#
# CreateCodeRepositoryInputRequestTypeDef definition
class CreateCodeRepositoryInputRequestTypeDef(TypedDict):
CodeRepositoryName: str,
GitConfig: GitConfigTypeDef, # (1)
Tags: NotRequired[Sequence[TagTypeDef]], # (2)- See GitConfigTypeDef
- See TagTypeDef
DescribeCodeRepositoryOutputTypeDef#
# DescribeCodeRepositoryOutputTypeDef definition
class DescribeCodeRepositoryOutputTypeDef(TypedDict):
CodeRepositoryName: str,
CodeRepositoryArn: str,
CreationTime: datetime,
LastModifiedTime: datetime,
GitConfig: GitConfigTypeDef, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)JupyterServerAppSettingsOutputTypeDef#
# JupyterServerAppSettingsOutputTypeDef definition
class JupyterServerAppSettingsOutputTypeDef(TypedDict):
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)
LifecycleConfigArns: NotRequired[List[str]],
CodeRepositories: NotRequired[List[CodeRepositoryTypeDef]], # (2)JupyterServerAppSettingsTypeDef#
# JupyterServerAppSettingsTypeDef definition
class JupyterServerAppSettingsTypeDef(TypedDict):
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)
LifecycleConfigArns: NotRequired[Sequence[str]],
CodeRepositories: NotRequired[Sequence[CodeRepositoryTypeDef]], # (2)CollectionConfigTypeDef#
# CollectionConfigTypeDef definition
class CollectionConfigTypeDef(TypedDict):
VectorConfig: NotRequired[VectorConfigTypeDef], # (1)DebugHookConfigOutputTypeDef#
# DebugHookConfigOutputTypeDef definition
class DebugHookConfigOutputTypeDef(TypedDict):
S3OutputPath: str,
LocalPath: NotRequired[str],
HookParameters: NotRequired[Dict[str, str]],
CollectionConfigurations: NotRequired[List[CollectionConfigurationOutputTypeDef]], # (1)ListCompilationJobsResponseTypeDef#
# ListCompilationJobsResponseTypeDef definition
class ListCompilationJobsResponseTypeDef(TypedDict):
CompilationJobSummaries: List[CompilationJobSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],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],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)- See ContextSourceTypeDef
- See TagTypeDef
TuningJobCompletionCriteriaTypeDef#
# TuningJobCompletionCriteriaTypeDef definition
class TuningJobCompletionCriteriaTypeDef(TypedDict):
TargetObjectiveMetricValue: NotRequired[float],
BestObjectiveNotImproving: NotRequired[BestObjectiveNotImprovingTypeDef], # (1)
ConvergenceDetected: NotRequired[ConvergenceDetectedTypeDef], # (2)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)- See ActionSourceTypeDef
- See ActionStatusType
- See MetadataPropertiesTypeDef
- See TagTypeDef
CreateTrialRequestRequestTypeDef#
# CreateTrialRequestRequestTypeDef definition
class CreateTrialRequestRequestTypeDef(TypedDict):
TrialName: str,
ExperimentName: str,
DisplayName: NotRequired[str],
MetadataProperties: NotRequired[MetadataPropertiesTypeDef], # (1)
Tags: NotRequired[Sequence[TagTypeDef]], # (2)- See MetadataPropertiesTypeDef
- 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],- See EdgeOutputConfigTypeDef
- 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)- See EdgeOutputConfigTypeDef
- 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)UpdateDeviceFleetRequestRequestTypeDef#
# UpdateDeviceFleetRequestRequestTypeDef definition
class UpdateDeviceFleetRequestRequestTypeDef(TypedDict):
DeviceFleetName: str,
OutputConfig: EdgeOutputConfigTypeDef, # (1)
RoleArn: NotRequired[str],
Description: NotRequired[str],
EnableIotRoleAlias: NotRequired[bool],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)- See HubS3StorageConfigTypeDef
- 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)CreateHumanTaskUiRequestRequestTypeDef#
# CreateHumanTaskUiRequestRequestTypeDef definition
class CreateHumanTaskUiRequestRequestTypeDef(TypedDict):
HumanTaskUiName: str,
UiTemplate: UiTemplateTypeDef, # (1)
Tags: NotRequired[Sequence[TagTypeDef]], # (2)- See UiTemplateTypeDef
- See TagTypeDef
UpdateInferenceComponentRuntimeConfigInputRequestTypeDef#
# UpdateInferenceComponentRuntimeConfigInputRequestTypeDef definition
class UpdateInferenceComponentRuntimeConfigInputRequestTypeDef(TypedDict):
InferenceComponentName: str,
DesiredRuntimeConfig: InferenceComponentRuntimeConfigTypeDef, # (1)CreateModelCardExportJobRequestRequestTypeDef#
# CreateModelCardExportJobRequestRequestTypeDef definition
class CreateModelCardExportJobRequestRequestTypeDef(TypedDict):
ModelCardName: str,
ModelCardExportJobName: str,
OutputConfig: ModelCardExportOutputConfigTypeDef, # (1)
ModelCardVersion: NotRequired[int],CreateModelCardRequestRequestTypeDef#
# CreateModelCardRequestRequestTypeDef definition
class CreateModelCardRequestRequestTypeDef(TypedDict):
ModelCardName: str,
Content: str,
ModelCardStatus: ModelCardStatusType, # (1)
SecurityConfig: NotRequired[ModelCardSecurityConfigTypeDef], # (2)
Tags: NotRequired[Sequence[TagTypeDef]], # (3)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)- See InstanceTypeType
- See TagTypeDef
- See DirectInternetAccessType
- See NotebookInstanceAcceleratorTypeType
- See RootAccessType
- 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)- See NotebookInstanceStatusType
- See InstanceTypeType
- See DirectInternetAccessType
- See NotebookInstanceAcceleratorTypeType
- See RootAccessType
- See InstanceMetadataServiceConfigurationTypeDef
- 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)- See InstanceTypeType
- See NotebookInstanceAcceleratorTypeType
- See RootAccessType
- See InstanceMetadataServiceConfigurationTypeDef
CreateNotebookInstanceLifecycleConfigInputRequestTypeDef#
# CreateNotebookInstanceLifecycleConfigInputRequestTypeDef definition
class CreateNotebookInstanceLifecycleConfigInputRequestTypeDef(TypedDict):
NotebookInstanceLifecycleConfigName: str,
OnCreate: NotRequired[Sequence[NotebookInstanceLifecycleHookTypeDef]], # (1)
OnStart: NotRequired[Sequence[NotebookInstanceLifecycleHookTypeDef]], # (1)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)- See NotebookInstanceLifecycleHookTypeDef
- See NotebookInstanceLifecycleHookTypeDef
- See ResponseMetadataTypeDef
UpdateNotebookInstanceLifecycleConfigInputRequestTypeDef#
# UpdateNotebookInstanceLifecycleConfigInputRequestTypeDef definition
class UpdateNotebookInstanceLifecycleConfigInputRequestTypeDef(TypedDict):
NotebookInstanceLifecycleConfigName: str,
OnCreate: NotRequired[Sequence[NotebookInstanceLifecycleHookTypeDef]], # (1)
OnStart: NotRequired[Sequence[NotebookInstanceLifecycleHookTypeDef]], # (1)RetryPipelineExecutionRequestRequestTypeDef#
# RetryPipelineExecutionRequestRequestTypeDef definition
class RetryPipelineExecutionRequestRequestTypeDef(TypedDict):
PipelineExecutionArn: str,
ClientRequestToken: str,
ParallelismConfiguration: NotRequired[ParallelismConfigurationTypeDef], # (1)UpdatePipelineExecutionRequestRequestTypeDef#
# UpdatePipelineExecutionRequestRequestTypeDef definition
class UpdatePipelineExecutionRequestRequestTypeDef(TypedDict):
PipelineExecutionArn: str,
PipelineExecutionDescription: NotRequired[str],
PipelineExecutionDisplayName: NotRequired[str],
ParallelismConfiguration: NotRequired[ParallelismConfigurationTypeDef], # (1)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)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)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],- See SortActionsByType
- 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)- See AlgorithmSortByType
- 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)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],- See SortArtifactsByType
- 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],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],- See AutoMLJobStatusType
- See AutoMLSortOrderType
- 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)- See ClusterSortByType
- 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)- See ClusterSortByType
- 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)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)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],- See SortContextsByType
- 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],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)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)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)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],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)- See EndpointSortKeyType
- See OrderKeyType
- 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],- See SortExperimentsByType
- 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],- See FeatureGroupStatusType
- See OfflineStoreStatusValueType
- See FeatureGroupSortOrderType
- See FeatureGroupSortByType
ListFlowDefinitionsRequestRequestTypeDef#
# ListFlowDefinitionsRequestRequestTypeDef definition
class ListFlowDefinitionsRequestRequestTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
SortOrder: NotRequired[SortOrderType], # (1)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],- 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],- See HubContentTypeType
- See HubContentSortByType
- 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],- See HubContentTypeType
- See HubContentSortByType
- 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],- See HubSortByType
- See SortOrderType
ListHumanTaskUisRequestRequestTypeDef#
# ListHumanTaskUisRequestRequestTypeDef definition
class ListHumanTaskUisRequestRequestTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
SortOrder: NotRequired[SortOrderType], # (1)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],- 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)- See HyperParameterTuningJobSortByOptionsType
- See SortOrderType
- 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)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)- See ImageSortByType
- 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],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],- See InferenceExperimentTypeType
- See InferenceExperimentStatusType
- See SortInferenceExperimentsByType
- 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],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)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)- See SortByType
- See SortOrderType
- 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],- See SortLineageGroupsByType
- 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],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],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],- See ModelCardExportJobStatusType
- See ModelCardExportJobSortByType
- 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)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)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],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)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)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],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],- See ModelSortKeyType
- 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)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)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)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],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],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)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],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],- See SortPipelinesByType
- 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],- See ProcessingJobStatusType
- See SortByType
- 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)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],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)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)- See TrainingJobStatusType
- See SortByType
- See SortOrderType
- 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],- See TransformJobStatusType
- See SortByType
- 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],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],- See SortTrialsByType
- 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]],- See LineageTypeType
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)- See TrialComponentStatusTypeDef
- See TrialComponentParameterValueTypeDef
- See TrialComponentArtifactTypeDef
- See TrialComponentArtifactTypeDef
- See MetadataPropertiesTypeDef
- 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]],- See TrialComponentStatusTypeDef
- See TrialComponentParameterValueTypeDef
- See TrialComponentArtifactTypeDef
- 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)- See CognitoConfigTypeDef
- See OidcConfigTypeDef
- See SourceIpConfigTypeDef
- See TagTypeDef
- See WorkforceVpcConfigRequestTypeDef
UpdateWorkforceRequestRequestTypeDef#
# UpdateWorkforceRequestRequestTypeDef definition
class UpdateWorkforceRequestRequestTypeDef(TypedDict):
WorkforceName: str,
SourceIpConfig: NotRequired[SourceIpConfigTypeDef], # (1)
OidcConfig: NotRequired[OidcConfigTypeDef], # (2)
WorkforceVpcConfig: NotRequired[WorkforceVpcConfigRequestTypeDef], # (3)CustomFileSystemConfigTypeDef#
# CustomFileSystemConfigTypeDef definition
class CustomFileSystemConfigTypeDef(TypedDict):
EFSFileSystemConfig: NotRequired[EFSFileSystemConfigTypeDef], # (1)CustomFileSystemTypeDef#
# CustomFileSystemTypeDef definition
class CustomFileSystemTypeDef(TypedDict):
EFSFileSystem: NotRequired[EFSFileSystemTypeDef], # (1)ModelBiasBaselineConfigTypeDef#
# ModelBiasBaselineConfigTypeDef definition
class ModelBiasBaselineConfigTypeDef(TypedDict):
BaseliningJobName: NotRequired[str],
ConstraintsResource: NotRequired[MonitoringConstraintsResourceTypeDef], # (1)ModelExplainabilityBaselineConfigTypeDef#
# ModelExplainabilityBaselineConfigTypeDef definition
class ModelExplainabilityBaselineConfigTypeDef(TypedDict):
BaseliningJobName: NotRequired[str],
ConstraintsResource: NotRequired[MonitoringConstraintsResourceTypeDef], # (1)ModelQualityBaselineConfigTypeDef#
# ModelQualityBaselineConfigTypeDef definition
class ModelQualityBaselineConfigTypeDef(TypedDict):
BaseliningJobName: NotRequired[str],
ConstraintsResource: NotRequired[MonitoringConstraintsResourceTypeDef], # (1)DataQualityBaselineConfigTypeDef#
# DataQualityBaselineConfigTypeDef definition
class DataQualityBaselineConfigTypeDef(TypedDict):
BaseliningJobName: NotRequired[str],
ConstraintsResource: NotRequired[MonitoringConstraintsResourceTypeDef], # (1)
StatisticsResource: NotRequired[MonitoringStatisticsResourceTypeDef], # (2)MonitoringBaselineConfigTypeDef#
# MonitoringBaselineConfigTypeDef definition
class MonitoringBaselineConfigTypeDef(TypedDict):
BaseliningJobName: NotRequired[str],
ConstraintsResource: NotRequired[MonitoringConstraintsResourceTypeDef], # (1)
StatisticsResource: NotRequired[MonitoringStatisticsResourceTypeDef], # (2)DataSourceOutputTypeDef#
# DataSourceOutputTypeDef definition
class DataSourceOutputTypeDef(TypedDict):
S3DataSource: NotRequired[S3DataSourceOutputTypeDef], # (1)
FileSystemDataSource: NotRequired[FileSystemDataSourceTypeDef], # (2)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)- See AthenaDatasetDefinitionTypeDef
- See RedshiftDatasetDefinitionTypeDef
- See DataDistributionTypeType
- See InputModeType
DefaultSpaceStorageSettingsTypeDef#
# DefaultSpaceStorageSettingsTypeDef definition
class DefaultSpaceStorageSettingsTypeDef(TypedDict):
DefaultEbsStorageSettings: NotRequired[DefaultEbsStorageSettingsTypeDef], # (1)DeleteDomainRequestRequestTypeDef#
# DeleteDomainRequestRequestTypeDef definition
class DeleteDomainRequestRequestTypeDef(TypedDict):
DomainId: str,
RetentionPolicy: NotRequired[RetentionPolicyTypeDef], # (1)InferenceComponentContainerSpecificationSummaryTypeDef#
# InferenceComponentContainerSpecificationSummaryTypeDef definition
class InferenceComponentContainerSpecificationSummaryTypeDef(TypedDict):
DeployedImage: NotRequired[DeployedImageTypeDef], # (1)
ArtifactUrl: NotRequired[str],
Environment: NotRequired[Dict[str, str]],DeploymentRecommendationTypeDef#
# DeploymentRecommendationTypeDef definition
class DeploymentRecommendationTypeDef(TypedDict):
RecommendationStatus: RecommendationStatusType, # (1)
RealTimeInferenceRecommendations: NotRequired[List[RealTimeInferenceRecommendationTypeDef]], # (2)DeploymentStageStatusSummaryTypeDef#
# DeploymentStageStatusSummaryTypeDef definition
class DeploymentStageStatusSummaryTypeDef(TypedDict):
StageName: str,
DeviceSelectionConfig: DeviceSelectionConfigOutputTypeDef, # (1)
DeploymentConfig: EdgeDeploymentConfigTypeDef, # (2)
DeploymentStatus: EdgeDeploymentStatusTypeDef, # (3)- See DeviceSelectionConfigOutputTypeDef
- See EdgeDeploymentConfigTypeDef
- 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],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)- See EdgeOutputConfigTypeDef
- See EdgePackagingJobStatusType
- See EdgePresetDeploymentOutputTypeDef
- See ResponseMetadataTypeDef
DescribeEndpointInputEndpointDeletedWaitTypeDef#
# DescribeEndpointInputEndpointDeletedWaitTypeDef definition
class DescribeEndpointInputEndpointDeletedWaitTypeDef(TypedDict):
EndpointName: str,
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)DescribeEndpointInputEndpointInServiceWaitTypeDef#
# DescribeEndpointInputEndpointInServiceWaitTypeDef definition
class DescribeEndpointInputEndpointInServiceWaitTypeDef(TypedDict):
EndpointName: str,
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)DescribeImageRequestImageCreatedWaitTypeDef#
# DescribeImageRequestImageCreatedWaitTypeDef definition
class DescribeImageRequestImageCreatedWaitTypeDef(TypedDict):
ImageName: str,
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)DescribeImageRequestImageDeletedWaitTypeDef#
# DescribeImageRequestImageDeletedWaitTypeDef definition
class DescribeImageRequestImageDeletedWaitTypeDef(TypedDict):
ImageName: str,
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)DescribeImageRequestImageUpdatedWaitTypeDef#
# DescribeImageRequestImageUpdatedWaitTypeDef definition
class DescribeImageRequestImageUpdatedWaitTypeDef(TypedDict):
ImageName: str,
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)DescribeImageVersionRequestImageVersionCreatedWaitTypeDef#
# DescribeImageVersionRequestImageVersionCreatedWaitTypeDef definition
class DescribeImageVersionRequestImageVersionCreatedWaitTypeDef(TypedDict):
ImageName: str,
Version: NotRequired[int],
Alias: NotRequired[str],
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)DescribeImageVersionRequestImageVersionDeletedWaitTypeDef#
# DescribeImageVersionRequestImageVersionDeletedWaitTypeDef definition
class DescribeImageVersionRequestImageVersionDeletedWaitTypeDef(TypedDict):
ImageName: str,
Version: NotRequired[int],
Alias: NotRequired[str],
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)DescribeNotebookInstanceInputNotebookInstanceDeletedWaitTypeDef#
# DescribeNotebookInstanceInputNotebookInstanceDeletedWaitTypeDef definition
class DescribeNotebookInstanceInputNotebookInstanceDeletedWaitTypeDef(TypedDict):
NotebookInstanceName: str,
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)DescribeNotebookInstanceInputNotebookInstanceInServiceWaitTypeDef#
# DescribeNotebookInstanceInputNotebookInstanceInServiceWaitTypeDef definition
class DescribeNotebookInstanceInputNotebookInstanceInServiceWaitTypeDef(TypedDict):
NotebookInstanceName: str,
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)DescribeNotebookInstanceInputNotebookInstanceStoppedWaitTypeDef#
# DescribeNotebookInstanceInputNotebookInstanceStoppedWaitTypeDef definition
class DescribeNotebookInstanceInputNotebookInstanceStoppedWaitTypeDef(TypedDict):
NotebookInstanceName: str,
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)DescribeProcessingJobRequestProcessingJobCompletedOrStoppedWaitTypeDef#
# DescribeProcessingJobRequestProcessingJobCompletedOrStoppedWaitTypeDef definition
class DescribeProcessingJobRequestProcessingJobCompletedOrStoppedWaitTypeDef(TypedDict):
ProcessingJobName: str,
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)DescribeTrainingJobRequestTrainingJobCompletedOrStoppedWaitTypeDef#
# DescribeTrainingJobRequestTrainingJobCompletedOrStoppedWaitTypeDef definition
class DescribeTrainingJobRequestTrainingJobCompletedOrStoppedWaitTypeDef(TypedDict):
TrainingJobName: str,
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)DescribeTransformJobRequestTransformJobCompletedOrStoppedWaitTypeDef#
# DescribeTransformJobRequestTransformJobCompletedOrStoppedWaitTypeDef definition
class DescribeTransformJobRequestTransformJobCompletedOrStoppedWaitTypeDef(TypedDict):
TransformJobName: str,
WaiterConfig: NotRequired[WaiterConfigTypeDef], # (1)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],FeatureGroupSummaryTypeDef#
# FeatureGroupSummaryTypeDef definition
class FeatureGroupSummaryTypeDef(TypedDict):
FeatureGroupName: str,
FeatureGroupArn: str,
CreationTime: datetime,
FeatureGroupStatus: NotRequired[FeatureGroupStatusType], # (1)
OfflineStoreStatus: NotRequired[OfflineStoreStatusTypeDef], # (2)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)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)UpdateFeatureMetadataRequestRequestTypeDef#
# UpdateFeatureMetadataRequestRequestTypeDef definition
class UpdateFeatureMetadataRequestRequestTypeDef(TypedDict):
FeatureGroupName: str,
FeatureName: str,
Description: NotRequired[str],
ParameterAdditions: NotRequired[Sequence[FeatureParameterTypeDef]], # (1)
ParameterRemovals: NotRequired[Sequence[str]],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)- See HubContentTypeType
- See HubContentSupportStatusType
- See HubContentDependencyTypeDef
- See HubContentStatusType
- See ResponseMetadataTypeDef
DescribeHumanTaskUiResponseTypeDef#
# DescribeHumanTaskUiResponseTypeDef definition
class DescribeHumanTaskUiResponseTypeDef(TypedDict):
HumanTaskUiArn: str,
HumanTaskUiName: str,
HumanTaskUiStatus: HumanTaskUiStatusType, # (1)
CreationTime: datetime,
UiTemplate: UiTemplateInfoTypeDef, # (2)
ResponseMetadata: ResponseMetadataTypeDef, # (3)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],- See InferenceExperimentTypeType
- See InferenceExperimentScheduleOutputTypeDef
- 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)- See ModelCardExportJobStatusType
- See ModelCardExportOutputConfigTypeDef
- See ModelCardExportArtifactsTypeDef
- See ResponseMetadataTypeDef
ListMonitoringExecutionsResponseTypeDef#
# ListMonitoringExecutionsResponseTypeDef definition
class ListMonitoringExecutionsResponseTypeDef(TypedDict):
MonitoringExecutionSummaries: List[MonitoringExecutionSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],DescribeSubscribedWorkteamResponseTypeDef#
# DescribeSubscribedWorkteamResponseTypeDef definition
class DescribeSubscribedWorkteamResponseTypeDef(TypedDict):
SubscribedWorkteam: SubscribedWorkteamTypeDef, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)ListSubscribedWorkteamsResponseTypeDef#
# ListSubscribedWorkteamsResponseTypeDef definition
class ListSubscribedWorkteamsResponseTypeDef(TypedDict):
SubscribedWorkteams: List[SubscribedWorkteamTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],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)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],DesiredWeightAndCapacityTypeDef#
# DesiredWeightAndCapacityTypeDef definition
class DesiredWeightAndCapacityTypeDef(TypedDict):
VariantName: str,
DesiredWeight: NotRequired[float],
DesiredInstanceCount: NotRequired[int],
ServerlessUpdateConfig: NotRequired[ProductionVariantServerlessUpdateConfigTypeDef], # (1)ListStageDevicesResponseTypeDef#
# ListStageDevicesResponseTypeDef definition
class ListStageDevicesResponseTypeDef(TypedDict):
DeviceDeploymentSummaries: List[DeviceDeploymentSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListDeviceFleetsResponseTypeDef#
# ListDeviceFleetsResponseTypeDef definition
class ListDeviceFleetsResponseTypeDef(TypedDict):
DeviceFleetSummaries: List[DeviceFleetSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],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],RegisterDevicesRequestRequestTypeDef#
# RegisterDevicesRequestRequestTypeDef definition
class RegisterDevicesRequestRequestTypeDef(TypedDict):
DeviceFleetName: str,
Devices: Sequence[DeviceTypeDef], # (1)
Tags: NotRequired[Sequence[TagTypeDef]], # (2)- See DeviceTypeDef
- See TagTypeDef
UpdateDevicesRequestRequestTypeDef#
# UpdateDevicesRequestRequestTypeDef definition
class UpdateDevicesRequestRequestTypeDef(TypedDict):
DeviceFleetName: str,
Devices: Sequence[DeviceTypeDef], # (1)- See DeviceTypeDef
ListDomainsResponseTypeDef#
# ListDomainsResponseTypeDef definition
class ListDomainsResponseTypeDef(TypedDict):
Domains: List[DomainDetailsTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],DriftCheckBiasTypeDef#
# DriftCheckBiasTypeDef definition
class DriftCheckBiasTypeDef(TypedDict):
ConfigFile: NotRequired[FileSourceTypeDef], # (1)
PreTrainingConstraints: NotRequired[MetricsSourceTypeDef], # (2)
PostTrainingConstraints: NotRequired[MetricsSourceTypeDef], # (2)DriftCheckExplainabilityTypeDef#
# DriftCheckExplainabilityTypeDef definition
class DriftCheckExplainabilityTypeDef(TypedDict):
Constraints: NotRequired[MetricsSourceTypeDef], # (1)
ConfigFile: NotRequired[FileSourceTypeDef], # (2)SpaceStorageSettingsTypeDef#
# SpaceStorageSettingsTypeDef definition
class SpaceStorageSettingsTypeDef(TypedDict):
EbsStorageSettings: NotRequired[EbsStorageSettingsTypeDef], # (1)ListEdgeDeploymentPlansResponseTypeDef#
# ListEdgeDeploymentPlansResponseTypeDef definition
class ListEdgeDeploymentPlansResponseTypeDef(TypedDict):
EdgeDeploymentPlanSummaries: List[EdgeDeploymentPlanSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],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)- See EdgeOutputConfigTypeDef
- See DeviceStatsTypeDef
- See AgentVersionTypeDef
- See EdgeModelStatTypeDef
- See ResponseMetadataTypeDef
ListEdgePackagingJobsResponseTypeDef#
# ListEdgePackagingJobsResponseTypeDef definition
class ListEdgePackagingJobsResponseTypeDef(TypedDict):
EdgePackagingJobSummaries: List[EdgePackagingJobSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListEndpointConfigsOutputTypeDef#
# ListEndpointConfigsOutputTypeDef definition
class ListEndpointConfigsOutputTypeDef(TypedDict):
EndpointConfigs: List[EndpointConfigSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],EndpointOutputConfigurationTypeDef#
# EndpointOutputConfigurationTypeDef definition
class EndpointOutputConfigurationTypeDef(TypedDict):
EndpointName: str,
VariantName: str,
InstanceType: NotRequired[ProductionVariantInstanceTypeType], # (1)
InitialInstanceCount: NotRequired[int],
ServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef], # (2)EndpointPerformanceTypeDef#
# EndpointPerformanceTypeDef definition
class EndpointPerformanceTypeDef(TypedDict):
Metrics: InferenceMetricsTypeDef, # (1)
EndpointInfo: EndpointInfoTypeDef, # (2)ListEndpointsOutputTypeDef#
# ListEndpointsOutputTypeDef definition
class ListEndpointsOutputTypeDef(TypedDict):
Endpoints: List[EndpointSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ModelConfigurationTypeDef#
# ModelConfigurationTypeDef definition
class ModelConfigurationTypeDef(TypedDict):
InferenceSpecificationName: NotRequired[str],
EnvironmentParameters: NotRequired[List[EnvironmentParameterTypeDef]], # (1)
CompilationJobName: NotRequired[str],NestedFiltersTypeDef#
# NestedFiltersTypeDef definition
class NestedFiltersTypeDef(TypedDict):
NestedPropertyName: str,
Filters: Sequence[FilterTypeDef], # (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)- See TrainingJobStatusType
- See FinalHyperParameterTuningJobObjectiveMetricTypeDef
- See ObjectiveStatusType
ListFlowDefinitionsResponseTypeDef#
# ListFlowDefinitionsResponseTypeDef definition
class ListFlowDefinitionsResponseTypeDef(TypedDict):
FlowDefinitionSummaries: List[FlowDefinitionSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],GetScalingConfigurationRecommendationRequestRequestTypeDef#
# GetScalingConfigurationRecommendationRequestRequestTypeDef definition
class GetScalingConfigurationRecommendationRequestRequestTypeDef(TypedDict):
InferenceRecommendationsJobName: str,
RecommendationId: NotRequired[str],
EndpointName: NotRequired[str],
TargetCpuUtilizationPerCore: NotRequired[int],
ScalingPolicyObjective: NotRequired[ScalingPolicyObjectiveTypeDef], # (1)GetSearchSuggestionsResponseTypeDef#
# GetSearchSuggestionsResponseTypeDef definition
class GetSearchSuggestionsResponseTypeDef(TypedDict):
PropertyNameSuggestions: List[PropertyNameSuggestionTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)UpdateCodeRepositoryInputRequestTypeDef#
# UpdateCodeRepositoryInputRequestTypeDef definition
class UpdateCodeRepositoryInputRequestTypeDef(TypedDict):
CodeRepositoryName: str,
GitConfig: NotRequired[GitConfigForUpdateTypeDef], # (1)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)- See MlToolsType
- See AppTypeType
- See AppInstanceTypeType
- See HiddenSageMakerImageOutputTypeDef
ListHubContentVersionsResponseTypeDef#
# ListHubContentVersionsResponseTypeDef definition
class ListHubContentVersionsResponseTypeDef(TypedDict):
HubContentSummaries: List[HubContentInfoTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListHubContentsResponseTypeDef#
# ListHubContentsResponseTypeDef definition
class ListHubContentsResponseTypeDef(TypedDict):
HubContentSummaries: List[HubContentInfoTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListHubsResponseTypeDef#
# ListHubsResponseTypeDef definition
class ListHubsResponseTypeDef(TypedDict):
HubSummaries: List[HubInfoTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],HumanLoopActivationConfigTypeDef#
# HumanLoopActivationConfigTypeDef definition
class HumanLoopActivationConfigTypeDef(TypedDict):
HumanLoopActivationConditionsConfig: HumanLoopActivationConditionsConfigTypeDef, # (1)ListHumanTaskUisResponseTypeDef#
# ListHumanTaskUisResponseTypeDef definition
class ListHumanTaskUisResponseTypeDef(TypedDict):
HumanTaskUiSummaries: List[HumanTaskUiSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],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)- See TrainingInstanceTypeType
- See HyperParameterTuningAllocationStrategyType
- 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)- See TrainingInstanceTypeType
- See HyperParameterTuningAllocationStrategyType
- 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)- See HyperParameterTuningJobStatusType
- See HyperParameterTuningJobStrategyTypeType
- See TrainingJobStatusCountersTypeDef
- See ObjectiveStatusCountersTypeDef
- See ResourceLimitsTypeDef
HyperParameterTuningJobStrategyConfigTypeDef#
# HyperParameterTuningJobStrategyConfigTypeDef definition
class HyperParameterTuningJobStrategyConfigTypeDef(TypedDict):
HyperbandStrategyConfig: NotRequired[HyperbandStrategyConfigTypeDef], # (1)HyperParameterTuningJobWarmStartConfigOutputTypeDef#
# HyperParameterTuningJobWarmStartConfigOutputTypeDef definition
class HyperParameterTuningJobWarmStartConfigOutputTypeDef(TypedDict):
ParentHyperParameterTuningJobs: List[ParentHyperParameterTuningJobTypeDef], # (1)
WarmStartType: HyperParameterTuningJobWarmStartTypeType, # (2)HyperParameterTuningJobWarmStartConfigTypeDef#
# HyperParameterTuningJobWarmStartConfigTypeDef definition
class HyperParameterTuningJobWarmStartConfigTypeDef(TypedDict):
ParentHyperParameterTuningJobs: Sequence[ParentHyperParameterTuningJobTypeDef], # (1)
WarmStartType: HyperParameterTuningJobWarmStartTypeType, # (2)UserContextTypeDef#
# UserContextTypeDef definition
class UserContextTypeDef(TypedDict):
UserProfileArn: NotRequired[str],
UserProfileName: NotRequired[str],
DomainId: NotRequired[str],
IamIdentity: NotRequired[IamIdentityTypeDef], # (1)S3PresignTypeDef#
# S3PresignTypeDef definition
class S3PresignTypeDef(TypedDict):
IamPolicyConstraints: NotRequired[IamPolicyConstraintsTypeDef], # (1)ImageConfigTypeDef#
# ImageConfigTypeDef definition
class ImageConfigTypeDef(TypedDict):
RepositoryAccessMode: RepositoryAccessModeType, # (1)
RepositoryAuthConfig: NotRequired[RepositoryAuthConfigTypeDef], # (2)ListImagesResponseTypeDef#
# ListImagesResponseTypeDef definition
class ListImagesResponseTypeDef(TypedDict):
Images: List[ImageTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],- See ImageTypeDef
- See ResponseMetadataTypeDef
ListImageVersionsResponseTypeDef#
# ListImageVersionsResponseTypeDef definition
class ListImageVersionsResponseTypeDef(TypedDict):
ImageVersions: List[ImageVersionTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],InferenceComponentSpecificationTypeDef#
# InferenceComponentSpecificationTypeDef definition
class InferenceComponentSpecificationTypeDef(TypedDict):
ComputeResourceRequirements: InferenceComponentComputeResourceRequirementsTypeDef, # (3)
ModelName: NotRequired[str],
Container: NotRequired[InferenceComponentContainerSpecificationTypeDef], # (1)
StartupParameters: NotRequired[InferenceComponentStartupParametersTypeDef], # (2)- See InferenceComponentContainerSpecificationTypeDef
- See InferenceComponentStartupParametersTypeDef
- See InferenceComponentComputeResourceRequirementsTypeDef
ListInferenceComponentsOutputTypeDef#
# ListInferenceComponentsOutputTypeDef definition
class ListInferenceComponentsOutputTypeDef(TypedDict):
InferenceComponents: List[InferenceComponentSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListInferenceRecommendationsJobsResponseTypeDef#
# ListInferenceRecommendationsJobsResponseTypeDef definition
class ListInferenceRecommendationsJobsResponseTypeDef(TypedDict):
InferenceRecommendationsJobs: List[InferenceRecommendationsJobTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],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)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)ParameterRangeOutputTypeDef#
# ParameterRangeOutputTypeDef definition
class ParameterRangeOutputTypeDef(TypedDict):
IntegerParameterRangeSpecification: NotRequired[IntegerParameterRangeSpecificationTypeDef], # (1)
ContinuousParameterRangeSpecification: NotRequired[ContinuousParameterRangeSpecificationTypeDef], # (2)
CategoricalParameterRangeSpecification: NotRequired[CategoricalParameterRangeSpecificationOutputTypeDef], # (3)- See IntegerParameterRangeSpecificationTypeDef
- See ContinuousParameterRangeSpecificationTypeDef
- 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)- See IntegerParameterRangeTypeDef
- See ContinuousParameterRangeTypeDef
- See CategoricalParameterRangeOutputTypeDef
- See AutoParameterTypeDef
KernelGatewayImageConfigOutputTypeDef#
# KernelGatewayImageConfigOutputTypeDef definition
class KernelGatewayImageConfigOutputTypeDef(TypedDict):
KernelSpecs: List[KernelSpecTypeDef], # (1)
FileSystemConfig: NotRequired[FileSystemConfigTypeDef], # (2)KernelGatewayImageConfigTypeDef#
# KernelGatewayImageConfigTypeDef definition
class KernelGatewayImageConfigTypeDef(TypedDict):
KernelSpecs: Sequence[KernelSpecTypeDef], # (1)
FileSystemConfig: NotRequired[FileSystemConfigTypeDef], # (2)LabelingJobForWorkteamSummaryTypeDef#
# LabelingJobForWorkteamSummaryTypeDef definition
class LabelingJobForWorkteamSummaryTypeDef(TypedDict):
JobReferenceCode: str,
WorkRequesterAccountId: str,
CreationTime: datetime,
LabelingJobName: NotRequired[str],
LabelCounters: NotRequired[LabelCountersForWorkteamTypeDef], # (1)
NumberOfHumanWorkersPerDataObject: NotRequired[int],LabelingJobDataSourceTypeDef#
# LabelingJobDataSourceTypeDef definition
class LabelingJobDataSourceTypeDef(TypedDict):
S3DataSource: NotRequired[LabelingJobS3DataSourceTypeDef], # (1)
SnsDataSource: NotRequired[LabelingJobSnsDataSourceTypeDef], # (2)ListLineageGroupsResponseTypeDef#
# ListLineageGroupsResponseTypeDef definition
class ListLineageGroupsResponseTypeDef(TypedDict):
LineageGroupSummaries: List[LineageGroupSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListActionsRequestListActionsPaginateTypeDef#
# ListActionsRequestListActionsPaginateTypeDef definition
class ListActionsRequestListActionsPaginateTypeDef(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)- See SortActionsByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListAlgorithmsInputListAlgorithmsPaginateTypeDef#
# ListAlgorithmsInputListAlgorithmsPaginateTypeDef definition
class ListAlgorithmsInputListAlgorithmsPaginateTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
SortBy: NotRequired[AlgorithmSortByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)- See AlgorithmSortByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListAliasesRequestListAliasesPaginateTypeDef#
# ListAliasesRequestListAliasesPaginateTypeDef definition
class ListAliasesRequestListAliasesPaginateTypeDef(TypedDict):
ImageName: str,
Alias: NotRequired[str],
Version: NotRequired[int],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (1)ListAppImageConfigsRequestListAppImageConfigsPaginateTypeDef#
# ListAppImageConfigsRequestListAppImageConfigsPaginateTypeDef definition
class ListAppImageConfigsRequestListAppImageConfigsPaginateTypeDef(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)ListAppsRequestListAppsPaginateTypeDef#
# ListAppsRequestListAppsPaginateTypeDef definition
class ListAppsRequestListAppsPaginateTypeDef(TypedDict):
SortOrder: NotRequired[SortOrderType], # (1)
SortBy: NotRequired[AppSortKeyType], # (2)
DomainIdEquals: NotRequired[str],
UserProfileNameEquals: NotRequired[str],
SpaceNameEquals: NotRequired[str],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)- See SortOrderType
- See AppSortKeyType
- See PaginatorConfigTypeDef
ListArtifactsRequestListArtifactsPaginateTypeDef#
# ListArtifactsRequestListArtifactsPaginateTypeDef definition
class ListArtifactsRequestListArtifactsPaginateTypeDef(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)- See SortArtifactsByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListAssociationsRequestListAssociationsPaginateTypeDef#
# ListAssociationsRequestListAssociationsPaginateTypeDef definition
class ListAssociationsRequestListAssociationsPaginateTypeDef(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)ListAutoMLJobsRequestListAutoMLJobsPaginateTypeDef#
# ListAutoMLJobsRequestListAutoMLJobsPaginateTypeDef definition
class ListAutoMLJobsRequestListAutoMLJobsPaginateTypeDef(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)- See AutoMLJobStatusType
- See AutoMLSortOrderType
- See AutoMLSortByType
- See PaginatorConfigTypeDef
ListCandidatesForAutoMLJobRequestListCandidatesForAutoMLJobPaginateTypeDef#
# ListCandidatesForAutoMLJobRequestListCandidatesForAutoMLJobPaginateTypeDef definition
class ListCandidatesForAutoMLJobRequestListCandidatesForAutoMLJobPaginateTypeDef(TypedDict):
AutoMLJobName: str,
StatusEquals: NotRequired[CandidateStatusType], # (1)
CandidateNameEquals: NotRequired[str],
SortOrder: NotRequired[AutoMLSortOrderType], # (2)
SortBy: NotRequired[CandidateSortByType], # (3)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)ListClusterNodesRequestListClusterNodesPaginateTypeDef#
# ListClusterNodesRequestListClusterNodesPaginateTypeDef definition
class ListClusterNodesRequestListClusterNodesPaginateTypeDef(TypedDict):
ClusterName: str,
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
InstanceGroupNameContains: NotRequired[str],
SortBy: NotRequired[ClusterSortByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)- See ClusterSortByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListClustersRequestListClustersPaginateTypeDef#
# ListClustersRequestListClustersPaginateTypeDef definition
class ListClustersRequestListClustersPaginateTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
NameContains: NotRequired[str],
SortBy: NotRequired[ClusterSortByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)- See ClusterSortByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListCodeRepositoriesInputListCodeRepositoriesPaginateTypeDef#
# ListCodeRepositoriesInputListCodeRepositoriesPaginateTypeDef definition
class ListCodeRepositoriesInputListCodeRepositoriesPaginateTypeDef(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)ListCompilationJobsRequestListCompilationJobsPaginateTypeDef#
# ListCompilationJobsRequestListCompilationJobsPaginateTypeDef definition
class ListCompilationJobsRequestListCompilationJobsPaginateTypeDef(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)- See CompilationJobStatusType
- See ListCompilationJobsSortByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListContextsRequestListContextsPaginateTypeDef#
# ListContextsRequestListContextsPaginateTypeDef definition
class ListContextsRequestListContextsPaginateTypeDef(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)- See SortContextsByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListDataQualityJobDefinitionsRequestListDataQualityJobDefinitionsPaginateTypeDef#
# ListDataQualityJobDefinitionsRequestListDataQualityJobDefinitionsPaginateTypeDef definition
class ListDataQualityJobDefinitionsRequestListDataQualityJobDefinitionsPaginateTypeDef(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)ListDeviceFleetsRequestListDeviceFleetsPaginateTypeDef#
# ListDeviceFleetsRequestListDeviceFleetsPaginateTypeDef definition
class ListDeviceFleetsRequestListDeviceFleetsPaginateTypeDef(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)ListDevicesRequestListDevicesPaginateTypeDef#
# ListDevicesRequestListDevicesPaginateTypeDef definition
class ListDevicesRequestListDevicesPaginateTypeDef(TypedDict):
LatestHeartbeatAfter: NotRequired[TimestampTypeDef],
ModelName: NotRequired[str],
DeviceFleetName: NotRequired[str],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (1)ListDomainsRequestListDomainsPaginateTypeDef#
# ListDomainsRequestListDomainsPaginateTypeDef definition
class ListDomainsRequestListDomainsPaginateTypeDef(TypedDict):
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (1)ListEdgeDeploymentPlansRequestListEdgeDeploymentPlansPaginateTypeDef#
# ListEdgeDeploymentPlansRequestListEdgeDeploymentPlansPaginateTypeDef definition
class ListEdgeDeploymentPlansRequestListEdgeDeploymentPlansPaginateTypeDef(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)ListEdgePackagingJobsRequestListEdgePackagingJobsPaginateTypeDef#
# ListEdgePackagingJobsRequestListEdgePackagingJobsPaginateTypeDef definition
class ListEdgePackagingJobsRequestListEdgePackagingJobsPaginateTypeDef(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)- See EdgePackagingJobStatusType
- See ListEdgePackagingJobsSortByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListEndpointConfigsInputListEndpointConfigsPaginateTypeDef#
# ListEndpointConfigsInputListEndpointConfigsPaginateTypeDef definition
class ListEndpointConfigsInputListEndpointConfigsPaginateTypeDef(TypedDict):
SortBy: NotRequired[EndpointConfigSortKeyType], # (1)
SortOrder: NotRequired[OrderKeyType], # (2)
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListEndpointsInputListEndpointsPaginateTypeDef#
# ListEndpointsInputListEndpointsPaginateTypeDef definition
class ListEndpointsInputListEndpointsPaginateTypeDef(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)- See EndpointSortKeyType
- See OrderKeyType
- See EndpointStatusType
- See PaginatorConfigTypeDef
ListExperimentsRequestListExperimentsPaginateTypeDef#
# ListExperimentsRequestListExperimentsPaginateTypeDef definition
class ListExperimentsRequestListExperimentsPaginateTypeDef(TypedDict):
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortExperimentsByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)- See SortExperimentsByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListFeatureGroupsRequestListFeatureGroupsPaginateTypeDef#
# ListFeatureGroupsRequestListFeatureGroupsPaginateTypeDef definition
class ListFeatureGroupsRequestListFeatureGroupsPaginateTypeDef(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)- See FeatureGroupStatusType
- See OfflineStoreStatusValueType
- See FeatureGroupSortOrderType
- See FeatureGroupSortByType
- See PaginatorConfigTypeDef
ListFlowDefinitionsRequestListFlowDefinitionsPaginateTypeDef#
# ListFlowDefinitionsRequestListFlowDefinitionsPaginateTypeDef definition
class ListFlowDefinitionsRequestListFlowDefinitionsPaginateTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
SortOrder: NotRequired[SortOrderType], # (1)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (2)- See SortOrderType
- See PaginatorConfigTypeDef
ListHumanTaskUisRequestListHumanTaskUisPaginateTypeDef#
# ListHumanTaskUisRequestListHumanTaskUisPaginateTypeDef definition
class ListHumanTaskUisRequestListHumanTaskUisPaginateTypeDef(TypedDict):
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
SortOrder: NotRequired[SortOrderType], # (1)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (2)- See SortOrderType
- See PaginatorConfigTypeDef
ListHyperParameterTuningJobsRequestListHyperParameterTuningJobsPaginateTypeDef#
# ListHyperParameterTuningJobsRequestListHyperParameterTuningJobsPaginateTypeDef definition
class ListHyperParameterTuningJobsRequestListHyperParameterTuningJobsPaginateTypeDef(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)- See HyperParameterTuningJobSortByOptionsType
- See SortOrderType
- See HyperParameterTuningJobStatusType
- See PaginatorConfigTypeDef
ListImageVersionsRequestListImageVersionsPaginateTypeDef#
# ListImageVersionsRequestListImageVersionsPaginateTypeDef definition
class ListImageVersionsRequestListImageVersionsPaginateTypeDef(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)ListImagesRequestListImagesPaginateTypeDef#
# ListImagesRequestListImagesPaginateTypeDef definition
class ListImagesRequestListImagesPaginateTypeDef(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)- See ImageSortByType
- See ImageSortOrderType
- See PaginatorConfigTypeDef
ListInferenceComponentsInputListInferenceComponentsPaginateTypeDef#
# ListInferenceComponentsInputListInferenceComponentsPaginateTypeDef definition
class ListInferenceComponentsInputListInferenceComponentsPaginateTypeDef(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)- See InferenceComponentSortKeyType
- See OrderKeyType
- See InferenceComponentStatusType
- See PaginatorConfigTypeDef
ListInferenceExperimentsRequestListInferenceExperimentsPaginateTypeDef#
# ListInferenceExperimentsRequestListInferenceExperimentsPaginateTypeDef definition
class ListInferenceExperimentsRequestListInferenceExperimentsPaginateTypeDef(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)- See InferenceExperimentTypeType
- See InferenceExperimentStatusType
- See SortInferenceExperimentsByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListInferenceRecommendationsJobStepsRequestListInferenceRecommendationsJobStepsPaginateTypeDef#
# ListInferenceRecommendationsJobStepsRequestListInferenceRecommendationsJobStepsPaginateTypeDef definition
class ListInferenceRecommendationsJobStepsRequestListInferenceRecommendationsJobStepsPaginateTypeDef(TypedDict):
JobName: str,
Status: NotRequired[RecommendationJobStatusType], # (1)
StepType: NotRequired[RecommendationStepTypeType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListInferenceRecommendationsJobsRequestListInferenceRecommendationsJobsPaginateTypeDef#
# ListInferenceRecommendationsJobsRequestListInferenceRecommendationsJobsPaginateTypeDef definition
class ListInferenceRecommendationsJobsRequestListInferenceRecommendationsJobsPaginateTypeDef(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)- See RecommendationJobStatusType
- See ListInferenceRecommendationsJobsSortByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListLabelingJobsForWorkteamRequestListLabelingJobsForWorkteamPaginateTypeDef#
# ListLabelingJobsForWorkteamRequestListLabelingJobsForWorkteamPaginateTypeDef definition
class ListLabelingJobsForWorkteamRequestListLabelingJobsForWorkteamPaginateTypeDef(TypedDict):
WorkteamArn: str,
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
JobReferenceCodeContains: NotRequired[str],
SortBy: NotRequired[ListLabelingJobsForWorkteamSortByOptionsType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListLabelingJobsRequestListLabelingJobsPaginateTypeDef#
# ListLabelingJobsRequestListLabelingJobsPaginateTypeDef definition
class ListLabelingJobsRequestListLabelingJobsPaginateTypeDef(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)- See SortByType
- See SortOrderType
- See LabelingJobStatusType
- See PaginatorConfigTypeDef
ListLineageGroupsRequestListLineageGroupsPaginateTypeDef#
# ListLineageGroupsRequestListLineageGroupsPaginateTypeDef definition
class ListLineageGroupsRequestListLineageGroupsPaginateTypeDef(TypedDict):
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortLineageGroupsByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListMlflowTrackingServersRequestListMlflowTrackingServersPaginateTypeDef#
# ListMlflowTrackingServersRequestListMlflowTrackingServersPaginateTypeDef definition
class ListMlflowTrackingServersRequestListMlflowTrackingServersPaginateTypeDef(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)- See TrackingServerStatusType
- See SortTrackingServerByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListModelBiasJobDefinitionsRequestListModelBiasJobDefinitionsPaginateTypeDef#
# ListModelBiasJobDefinitionsRequestListModelBiasJobDefinitionsPaginateTypeDef definition
class ListModelBiasJobDefinitionsRequestListModelBiasJobDefinitionsPaginateTypeDef(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)ListModelCardExportJobsRequestListModelCardExportJobsPaginateTypeDef#
# ListModelCardExportJobsRequestListModelCardExportJobsPaginateTypeDef definition
class ListModelCardExportJobsRequestListModelCardExportJobsPaginateTypeDef(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)- See ModelCardExportJobStatusType
- See ModelCardExportJobSortByType
- See ModelCardExportJobSortOrderType
- See PaginatorConfigTypeDef
ListModelCardVersionsRequestListModelCardVersionsPaginateTypeDef#
# ListModelCardVersionsRequestListModelCardVersionsPaginateTypeDef definition
class ListModelCardVersionsRequestListModelCardVersionsPaginateTypeDef(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)- See ModelCardStatusType
- See ModelCardVersionSortByType
- See ModelCardSortOrderType
- See PaginatorConfigTypeDef
ListModelCardsRequestListModelCardsPaginateTypeDef#
# ListModelCardsRequestListModelCardsPaginateTypeDef definition
class ListModelCardsRequestListModelCardsPaginateTypeDef(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)- See ModelCardStatusType
- See ModelCardSortByType
- See ModelCardSortOrderType
- See PaginatorConfigTypeDef
ListModelExplainabilityJobDefinitionsRequestListModelExplainabilityJobDefinitionsPaginateTypeDef#
# ListModelExplainabilityJobDefinitionsRequestListModelExplainabilityJobDefinitionsPaginateTypeDef definition
class ListModelExplainabilityJobDefinitionsRequestListModelExplainabilityJobDefinitionsPaginateTypeDef(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)ListModelPackageGroupsInputListModelPackageGroupsPaginateTypeDef#
# ListModelPackageGroupsInputListModelPackageGroupsPaginateTypeDef definition
class ListModelPackageGroupsInputListModelPackageGroupsPaginateTypeDef(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)- See ModelPackageGroupSortByType
- See SortOrderType
- See CrossAccountFilterOptionType
- See PaginatorConfigTypeDef
ListModelPackagesInputListModelPackagesPaginateTypeDef#
# ListModelPackagesInputListModelPackagesPaginateTypeDef definition
class ListModelPackagesInputListModelPackagesPaginateTypeDef(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)- See ModelApprovalStatusType
- See ModelPackageTypeType
- See ModelPackageSortByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListModelQualityJobDefinitionsRequestListModelQualityJobDefinitionsPaginateTypeDef#
# ListModelQualityJobDefinitionsRequestListModelQualityJobDefinitionsPaginateTypeDef definition
class ListModelQualityJobDefinitionsRequestListModelQualityJobDefinitionsPaginateTypeDef(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)ListModelsInputListModelsPaginateTypeDef#
# ListModelsInputListModelsPaginateTypeDef definition
class ListModelsInputListModelsPaginateTypeDef(TypedDict):
SortBy: NotRequired[ModelSortKeyType], # (1)
SortOrder: NotRequired[OrderKeyType], # (2)
NameContains: NotRequired[str],
CreationTimeBefore: NotRequired[TimestampTypeDef],
CreationTimeAfter: NotRequired[TimestampTypeDef],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)- See ModelSortKeyType
- See OrderKeyType
- See PaginatorConfigTypeDef
ListMonitoringAlertHistoryRequestListMonitoringAlertHistoryPaginateTypeDef#
# ListMonitoringAlertHistoryRequestListMonitoringAlertHistoryPaginateTypeDef definition
class ListMonitoringAlertHistoryRequestListMonitoringAlertHistoryPaginateTypeDef(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)- See MonitoringAlertHistorySortKeyType
- See SortOrderType
- See MonitoringAlertStatusType
- See PaginatorConfigTypeDef
ListMonitoringAlertsRequestListMonitoringAlertsPaginateTypeDef#
# ListMonitoringAlertsRequestListMonitoringAlertsPaginateTypeDef definition
class ListMonitoringAlertsRequestListMonitoringAlertsPaginateTypeDef(TypedDict):
MonitoringScheduleName: str,
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (1)ListMonitoringExecutionsRequestListMonitoringExecutionsPaginateTypeDef#
# ListMonitoringExecutionsRequestListMonitoringExecutionsPaginateTypeDef definition
class ListMonitoringExecutionsRequestListMonitoringExecutionsPaginateTypeDef(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)- See MonitoringExecutionSortKeyType
- See SortOrderType
- See ExecutionStatusType
- See MonitoringTypeType
- See PaginatorConfigTypeDef
ListMonitoringSchedulesRequestListMonitoringSchedulesPaginateTypeDef#
# ListMonitoringSchedulesRequestListMonitoringSchedulesPaginateTypeDef definition
class ListMonitoringSchedulesRequestListMonitoringSchedulesPaginateTypeDef(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)- See MonitoringScheduleSortKeyType
- See SortOrderType
- See ScheduleStatusType
- See MonitoringTypeType
- See PaginatorConfigTypeDef
ListNotebookInstanceLifecycleConfigsInputListNotebookInstanceLifecycleConfigsPaginateTypeDef#
# ListNotebookInstanceLifecycleConfigsInputListNotebookInstanceLifecycleConfigsPaginateTypeDef definition
class ListNotebookInstanceLifecycleConfigsInputListNotebookInstanceLifecycleConfigsPaginateTypeDef(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)- See NotebookInstanceLifecycleConfigSortKeyType
- See NotebookInstanceLifecycleConfigSortOrderType
- See PaginatorConfigTypeDef
ListNotebookInstancesInputListNotebookInstancesPaginateTypeDef#
# ListNotebookInstancesInputListNotebookInstancesPaginateTypeDef definition
class ListNotebookInstancesInputListNotebookInstancesPaginateTypeDef(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)- See NotebookInstanceSortKeyType
- See NotebookInstanceSortOrderType
- See NotebookInstanceStatusType
- See PaginatorConfigTypeDef
ListOptimizationJobsRequestListOptimizationJobsPaginateTypeDef#
# ListOptimizationJobsRequestListOptimizationJobsPaginateTypeDef definition
class ListOptimizationJobsRequestListOptimizationJobsPaginateTypeDef(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)- See OptimizationJobStatusType
- See ListOptimizationJobsSortByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListPipelineExecutionStepsRequestListPipelineExecutionStepsPaginateTypeDef#
# ListPipelineExecutionStepsRequestListPipelineExecutionStepsPaginateTypeDef definition
class ListPipelineExecutionStepsRequestListPipelineExecutionStepsPaginateTypeDef(TypedDict):
PipelineExecutionArn: NotRequired[str],
SortOrder: NotRequired[SortOrderType], # (1)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (2)- See SortOrderType
- See PaginatorConfigTypeDef
ListPipelineExecutionsRequestListPipelineExecutionsPaginateTypeDef#
# ListPipelineExecutionsRequestListPipelineExecutionsPaginateTypeDef definition
class ListPipelineExecutionsRequestListPipelineExecutionsPaginateTypeDef(TypedDict):
PipelineName: str,
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortPipelineExecutionsByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListPipelineParametersForExecutionRequestListPipelineParametersForExecutionPaginateTypeDef#
# ListPipelineParametersForExecutionRequestListPipelineParametersForExecutionPaginateTypeDef definition
class ListPipelineParametersForExecutionRequestListPipelineParametersForExecutionPaginateTypeDef(TypedDict):
PipelineExecutionArn: str,
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (1)ListPipelinesRequestListPipelinesPaginateTypeDef#
# ListPipelinesRequestListPipelinesPaginateTypeDef definition
class ListPipelinesRequestListPipelinesPaginateTypeDef(TypedDict):
PipelineNamePrefix: NotRequired[str],
CreatedAfter: NotRequired[TimestampTypeDef],
CreatedBefore: NotRequired[TimestampTypeDef],
SortBy: NotRequired[SortPipelinesByType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)- See SortPipelinesByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListProcessingJobsRequestListProcessingJobsPaginateTypeDef#
# ListProcessingJobsRequestListProcessingJobsPaginateTypeDef definition
class ListProcessingJobsRequestListProcessingJobsPaginateTypeDef(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)- See ProcessingJobStatusType
- See SortByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListResourceCatalogsRequestListResourceCatalogsPaginateTypeDef#
# ListResourceCatalogsRequestListResourceCatalogsPaginateTypeDef definition
class ListResourceCatalogsRequestListResourceCatalogsPaginateTypeDef(TypedDict):
NameContains: NotRequired[str],
CreationTimeAfter: NotRequired[TimestampTypeDef],
CreationTimeBefore: NotRequired[TimestampTypeDef],
SortOrder: NotRequired[ResourceCatalogSortOrderType], # (1)
SortBy: NotRequired[ResourceCatalogSortByType], # (2)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListSpacesRequestListSpacesPaginateTypeDef#
# ListSpacesRequestListSpacesPaginateTypeDef definition
class ListSpacesRequestListSpacesPaginateTypeDef(TypedDict):
SortOrder: NotRequired[SortOrderType], # (1)
SortBy: NotRequired[SpaceSortKeyType], # (2)
DomainIdEquals: NotRequired[str],
SpaceNameContains: NotRequired[str],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)- See SortOrderType
- See SpaceSortKeyType
- See PaginatorConfigTypeDef
ListStageDevicesRequestListStageDevicesPaginateTypeDef#
# ListStageDevicesRequestListStageDevicesPaginateTypeDef definition
class ListStageDevicesRequestListStageDevicesPaginateTypeDef(TypedDict):
EdgeDeploymentPlanName: str,
StageName: str,
ExcludeDevicesDeployedInOtherStage: NotRequired[bool],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (1)ListStudioLifecycleConfigsRequestListStudioLifecycleConfigsPaginateTypeDef#
# ListStudioLifecycleConfigsRequestListStudioLifecycleConfigsPaginateTypeDef definition
class ListStudioLifecycleConfigsRequestListStudioLifecycleConfigsPaginateTypeDef(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)- See StudioLifecycleConfigAppTypeType
- See StudioLifecycleConfigSortKeyType
- See SortOrderType
- See PaginatorConfigTypeDef
ListSubscribedWorkteamsRequestListSubscribedWorkteamsPaginateTypeDef#
# ListSubscribedWorkteamsRequestListSubscribedWorkteamsPaginateTypeDef definition
class ListSubscribedWorkteamsRequestListSubscribedWorkteamsPaginateTypeDef(TypedDict):
NameContains: NotRequired[str],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (1)ListTagsInputListTagsPaginateTypeDef#
# ListTagsInputListTagsPaginateTypeDef definition
class ListTagsInputListTagsPaginateTypeDef(TypedDict):
ResourceArn: str,
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (1)ListTrainingJobsForHyperParameterTuningJobRequestListTrainingJobsForHyperParameterTuningJobPaginateTypeDef#
# ListTrainingJobsForHyperParameterTuningJobRequestListTrainingJobsForHyperParameterTuningJobPaginateTypeDef definition
class ListTrainingJobsForHyperParameterTuningJobRequestListTrainingJobsForHyperParameterTuningJobPaginateTypeDef(TypedDict):
HyperParameterTuningJobName: str,
StatusEquals: NotRequired[TrainingJobStatusType], # (1)
SortBy: NotRequired[TrainingJobSortByOptionsType], # (2)
SortOrder: NotRequired[SortOrderType], # (3)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (4)- See TrainingJobStatusType
- See TrainingJobSortByOptionsType
- See SortOrderType
- See PaginatorConfigTypeDef
ListTrainingJobsRequestListTrainingJobsPaginateTypeDef#
# ListTrainingJobsRequestListTrainingJobsPaginateTypeDef definition
class ListTrainingJobsRequestListTrainingJobsPaginateTypeDef(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)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (5)- See TrainingJobStatusType
- See SortByType
- See SortOrderType
- See WarmPoolResourceStatusType
- See PaginatorConfigTypeDef
ListTransformJobsRequestListTransformJobsPaginateTypeDef#
# ListTransformJobsRequestListTransformJobsPaginateTypeDef definition
class ListTransformJobsRequestListTransformJobsPaginateTypeDef(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)- See TransformJobStatusType
- See SortByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListTrialComponentsRequestListTrialComponentsPaginateTypeDef#
# ListTrialComponentsRequestListTrialComponentsPaginateTypeDef definition
class ListTrialComponentsRequestListTrialComponentsPaginateTypeDef(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)ListTrialsRequestListTrialsPaginateTypeDef#
# ListTrialsRequestListTrialsPaginateTypeDef definition
class ListTrialsRequestListTrialsPaginateTypeDef(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)- See SortTrialsByType
- See SortOrderType
- See PaginatorConfigTypeDef
ListUserProfilesRequestListUserProfilesPaginateTypeDef#
# ListUserProfilesRequestListUserProfilesPaginateTypeDef definition
class ListUserProfilesRequestListUserProfilesPaginateTypeDef(TypedDict):
SortOrder: NotRequired[SortOrderType], # (1)
SortBy: NotRequired[UserProfileSortKeyType], # (2)
DomainIdEquals: NotRequired[str],
UserProfileNameContains: NotRequired[str],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListWorkforcesRequestListWorkforcesPaginateTypeDef#
# ListWorkforcesRequestListWorkforcesPaginateTypeDef definition
class ListWorkforcesRequestListWorkforcesPaginateTypeDef(TypedDict):
SortBy: NotRequired[ListWorkforcesSortByOptionsType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NameContains: NotRequired[str],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListWorkteamsRequestListWorkteamsPaginateTypeDef#
# ListWorkteamsRequestListWorkteamsPaginateTypeDef definition
class ListWorkteamsRequestListWorkteamsPaginateTypeDef(TypedDict):
SortBy: NotRequired[ListWorkteamsSortByOptionsType], # (1)
SortOrder: NotRequired[SortOrderType], # (2)
NameContains: NotRequired[str],
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (3)ListDataQualityJobDefinitionsResponseTypeDef#
# ListDataQualityJobDefinitionsResponseTypeDef definition
class ListDataQualityJobDefinitionsResponseTypeDef(TypedDict):
JobDefinitionSummaries: List[MonitoringJobDefinitionSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListModelBiasJobDefinitionsResponseTypeDef#
# ListModelBiasJobDefinitionsResponseTypeDef definition
class ListModelBiasJobDefinitionsResponseTypeDef(TypedDict):
JobDefinitionSummaries: List[MonitoringJobDefinitionSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListModelExplainabilityJobDefinitionsResponseTypeDef#
# ListModelExplainabilityJobDefinitionsResponseTypeDef definition
class ListModelExplainabilityJobDefinitionsResponseTypeDef(TypedDict):
JobDefinitionSummaries: List[MonitoringJobDefinitionSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListModelQualityJobDefinitionsResponseTypeDef#
# ListModelQualityJobDefinitionsResponseTypeDef definition
class ListModelQualityJobDefinitionsResponseTypeDef(TypedDict):
JobDefinitionSummaries: List[MonitoringJobDefinitionSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListMlflowTrackingServersResponseTypeDef#
# ListMlflowTrackingServersResponseTypeDef definition
class ListMlflowTrackingServersResponseTypeDef(TypedDict):
TrackingServerSummaries: List[TrackingServerSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListModelCardExportJobsResponseTypeDef#
# ListModelCardExportJobsResponseTypeDef definition
class ListModelCardExportJobsResponseTypeDef(TypedDict):
ModelCardExportJobSummaries: List[ModelCardExportJobSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListModelCardVersionsResponseTypeDef#
# ListModelCardVersionsResponseTypeDef definition
class ListModelCardVersionsResponseTypeDef(TypedDict):
ModelCardVersionSummaryList: List[ModelCardVersionSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListModelCardsResponseTypeDef#
# ListModelCardsResponseTypeDef definition
class ListModelCardsResponseTypeDef(TypedDict):
ModelCardSummaries: List[ModelCardSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListModelMetadataResponseTypeDef#
# ListModelMetadataResponseTypeDef definition
class ListModelMetadataResponseTypeDef(TypedDict):
ModelMetadataSummaries: List[ModelMetadataSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListModelPackageGroupsOutputTypeDef#
# ListModelPackageGroupsOutputTypeDef definition
class ListModelPackageGroupsOutputTypeDef(TypedDict):
ModelPackageGroupSummaryList: List[ModelPackageGroupSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListModelPackagesOutputTypeDef#
# ListModelPackagesOutputTypeDef definition
class ListModelPackagesOutputTypeDef(TypedDict):
ModelPackageSummaryList: List[ModelPackageSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListModelsOutputTypeDef#
# ListModelsOutputTypeDef definition
class ListModelsOutputTypeDef(TypedDict):
Models: List[ModelSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListMonitoringAlertHistoryResponseTypeDef#
# ListMonitoringAlertHistoryResponseTypeDef definition
class ListMonitoringAlertHistoryResponseTypeDef(TypedDict):
MonitoringAlertHistory: List[MonitoringAlertHistorySummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListMonitoringSchedulesResponseTypeDef#
# ListMonitoringSchedulesResponseTypeDef definition
class ListMonitoringSchedulesResponseTypeDef(TypedDict):
MonitoringScheduleSummaries: List[MonitoringScheduleSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListNotebookInstanceLifecycleConfigsOutputTypeDef#
# ListNotebookInstanceLifecycleConfigsOutputTypeDef definition
class ListNotebookInstanceLifecycleConfigsOutputTypeDef(TypedDict):
NotebookInstanceLifecycleConfigs: List[NotebookInstanceLifecycleConfigSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListNotebookInstancesOutputTypeDef#
# ListNotebookInstancesOutputTypeDef definition
class ListNotebookInstancesOutputTypeDef(TypedDict):
NotebookInstances: List[NotebookInstanceSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListOptimizationJobsResponseTypeDef#
# ListOptimizationJobsResponseTypeDef definition
class ListOptimizationJobsResponseTypeDef(TypedDict):
OptimizationJobSummaries: List[OptimizationJobSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListPipelineExecutionsResponseTypeDef#
# ListPipelineExecutionsResponseTypeDef definition
class ListPipelineExecutionsResponseTypeDef(TypedDict):
PipelineExecutionSummaries: List[PipelineExecutionSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListPipelineParametersForExecutionResponseTypeDef#
# ListPipelineParametersForExecutionResponseTypeDef definition
class ListPipelineParametersForExecutionResponseTypeDef(TypedDict):
PipelineParameters: List[ParameterTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListPipelinesResponseTypeDef#
# ListPipelinesResponseTypeDef definition
class ListPipelinesResponseTypeDef(TypedDict):
PipelineSummaries: List[PipelineSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListProcessingJobsResponseTypeDef#
# ListProcessingJobsResponseTypeDef definition
class ListProcessingJobsResponseTypeDef(TypedDict):
ProcessingJobSummaries: List[ProcessingJobSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListProjectsOutputTypeDef#
# ListProjectsOutputTypeDef definition
class ListProjectsOutputTypeDef(TypedDict):
ProjectSummaryList: List[ProjectSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListResourceCatalogsResponseTypeDef#
# ListResourceCatalogsResponseTypeDef definition
class ListResourceCatalogsResponseTypeDef(TypedDict):
ResourceCatalogs: List[ResourceCatalogTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListStudioLifecycleConfigsResponseTypeDef#
# ListStudioLifecycleConfigsResponseTypeDef definition
class ListStudioLifecycleConfigsResponseTypeDef(TypedDict):
StudioLifecycleConfigs: List[StudioLifecycleConfigDetailsTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListTransformJobsResponseTypeDef#
# ListTransformJobsResponseTypeDef definition
class ListTransformJobsResponseTypeDef(TypedDict):
TransformJobSummaries: List[TransformJobSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListUserProfilesResponseTypeDef#
# ListUserProfilesResponseTypeDef definition
class ListUserProfilesResponseTypeDef(TypedDict):
UserProfiles: List[UserProfileDetailsTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],MemberDefinitionOutputTypeDef#
# MemberDefinitionOutputTypeDef definition
class MemberDefinitionOutputTypeDef(TypedDict):
CognitoMemberDefinition: NotRequired[CognitoMemberDefinitionTypeDef], # (1)
OidcMemberDefinition: NotRequired[OidcMemberDefinitionOutputTypeDef], # (2)MetricSpecificationTypeDef#
# MetricSpecificationTypeDef definition
class MetricSpecificationTypeDef(TypedDict):
Predefined: NotRequired[PredefinedMetricSpecificationTypeDef], # (1)
Customized: NotRequired[CustomizedMetricSpecificationTypeDef], # (2)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],- See S3ModelDataTypeType
- See ModelCompressionTypeType
- See ModelAccessConfigTypeDef
- See InferenceHubAccessConfigTypeDef
TextGenerationJobConfigOutputTypeDef#
# TextGenerationJobConfigOutputTypeDef definition
class TextGenerationJobConfigOutputTypeDef(TypedDict):
CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef], # (1)
BaseModelName: NotRequired[str],
TextGenerationHyperParameters: NotRequired[Dict[str, str]],
ModelAccessConfig: NotRequired[ModelAccessConfigTypeDef], # (2)TextGenerationJobConfigTypeDef#
# TextGenerationJobConfigTypeDef definition
class TextGenerationJobConfigTypeDef(TypedDict):
CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef], # (1)
BaseModelName: NotRequired[str],
TextGenerationHyperParameters: NotRequired[Mapping[str, str]],
ModelAccessConfig: NotRequired[ModelAccessConfigTypeDef], # (2)MonitoringAlertActionsTypeDef#
# MonitoringAlertActionsTypeDef definition
class MonitoringAlertActionsTypeDef(TypedDict):
ModelDashboardIndicator: NotRequired[ModelDashboardIndicatorActionTypeDef], # (1)ModelInfrastructureConfigTypeDef#
# ModelInfrastructureConfigTypeDef definition
class ModelInfrastructureConfigTypeDef(TypedDict):
InfrastructureType: ModelInfrastructureTypeType, # (1)
RealTimeInferenceConfig: RealTimeInferenceConfigTypeDef, # (2)RecommendationJobStoppingConditionsOutputTypeDef#
# RecommendationJobStoppingConditionsOutputTypeDef definition
class RecommendationJobStoppingConditionsOutputTypeDef(TypedDict):
MaxInvocations: NotRequired[int],
ModelLatencyThresholds: NotRequired[List[ModelLatencyThresholdTypeDef]], # (1)
FlatInvocations: NotRequired[FlatInvocationsType], # (2)RecommendationJobStoppingConditionsTypeDef#
# RecommendationJobStoppingConditionsTypeDef definition
class RecommendationJobStoppingConditionsTypeDef(TypedDict):
MaxInvocations: NotRequired[int],
ModelLatencyThresholds: NotRequired[Sequence[ModelLatencyThresholdTypeDef]], # (1)
FlatInvocations: NotRequired[FlatInvocationsType], # (2)ModelMetadataSearchExpressionTypeDef#
# ModelMetadataSearchExpressionTypeDef definition
class ModelMetadataSearchExpressionTypeDef(TypedDict):
Filters: NotRequired[Sequence[ModelMetadataFilterTypeDef]], # (1)ModelPackageStatusDetailsTypeDef#
# ModelPackageStatusDetailsTypeDef definition
class ModelPackageStatusDetailsTypeDef(TypedDict):
ValidationStatuses: List[ModelPackageStatusItemTypeDef], # (1)
ImageScanStatuses: NotRequired[List[ModelPackageStatusItemTypeDef]], # (1)OptimizationConfigOutputTypeDef#
# OptimizationConfigOutputTypeDef definition
class OptimizationConfigOutputTypeDef(TypedDict):
ModelQuantizationConfig: NotRequired[ModelQuantizationConfigOutputTypeDef], # (1)
ModelCompilationConfig: NotRequired[ModelCompilationConfigOutputTypeDef], # (2)MonitoringResourcesTypeDef#
# MonitoringResourcesTypeDef definition
class MonitoringResourcesTypeDef(TypedDict):
ClusterConfig: MonitoringClusterConfigTypeDef, # (1)MonitoringDatasetFormatOutputTypeDef#
# MonitoringDatasetFormatOutputTypeDef definition
class MonitoringDatasetFormatOutputTypeDef(TypedDict):
Csv: NotRequired[MonitoringCsvDatasetFormatTypeDef], # (1)
Json: NotRequired[MonitoringJsonDatasetFormatTypeDef], # (2)
Parquet: NotRequired[Dict[str, Any]],MonitoringDatasetFormatTypeDef#
# MonitoringDatasetFormatTypeDef definition
class MonitoringDatasetFormatTypeDef(TypedDict):
Csv: NotRequired[MonitoringCsvDatasetFormatTypeDef], # (1)
Json: NotRequired[MonitoringJsonDatasetFormatTypeDef], # (2)
Parquet: NotRequired[Mapping[str, Any]],MonitoringOutputTypeDef#
# MonitoringOutputTypeDef definition
class MonitoringOutputTypeDef(TypedDict):
S3Output: MonitoringS3OutputTypeDef, # (1)OfflineStoreConfigTypeDef#
# OfflineStoreConfigTypeDef definition
class OfflineStoreConfigTypeDef(TypedDict):
S3StorageConfig: S3StorageConfigTypeDef, # (1)
DisableGlueTableCreation: NotRequired[bool],
DataCatalogConfig: NotRequired[DataCatalogConfigTypeDef], # (2)
TableFormat: NotRequired[TableFormatType], # (3)OnlineStoreConfigTypeDef#
# OnlineStoreConfigTypeDef definition
class OnlineStoreConfigTypeDef(TypedDict):
SecurityConfig: NotRequired[OnlineStoreSecurityConfigTypeDef], # (1)
EnableOnlineStore: NotRequired[bool],
TtlDuration: NotRequired[TtlDurationTypeDef], # (2)
StorageType: NotRequired[StorageTypeType], # (3)OnlineStoreConfigUpdateTypeDef#
# OnlineStoreConfigUpdateTypeDef definition
class OnlineStoreConfigUpdateTypeDef(TypedDict):
TtlDuration: NotRequired[TtlDurationTypeDef], # (1)OptimizationJobModelSourceS3TypeDef#
# OptimizationJobModelSourceS3TypeDef definition
class OptimizationJobModelSourceS3TypeDef(TypedDict):
S3Uri: NotRequired[str],
ModelAccessConfig: NotRequired[OptimizationModelAccessConfigTypeDef], # (1)OutputConfigTypeDef#
# OutputConfigTypeDef definition
class OutputConfigTypeDef(TypedDict):
S3OutputLocation: str,
TargetDevice: NotRequired[TargetDeviceType], # (1)
TargetPlatform: NotRequired[TargetPlatformTypeDef], # (2)
CompilerOptions: NotRequired[str],
KmsKeyId: NotRequired[str],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)- See DeployedImageTypeDef
- See ProductionVariantInstanceTypeType
- See ProductionVariantAcceleratorTypeType
- See ProductionVariantStatusTypeDef
- See ProductionVariantServerlessConfigTypeDef
- See ProductionVariantServerlessConfigTypeDef
- See ProductionVariantManagedInstanceScalingTypeDef
- 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)- See DeployedImageTypeDef
- See ProductionVariantStatusTypeDef
- See ProductionVariantServerlessConfigTypeDef
- See ProductionVariantServerlessConfigTypeDef
- See ProductionVariantManagedInstanceScalingTypeDef
- See ProductionVariantRoutingConfigTypeDef
ProcessingResourcesTypeDef#
# ProcessingResourcesTypeDef definition
class ProcessingResourcesTypeDef(TypedDict):
ClusterConfig: ProcessingClusterConfigTypeDef, # (1)ProcessingOutputTypeDef#
# ProcessingOutputTypeDef definition
class ProcessingOutputTypeDef(TypedDict):
OutputName: str,
S3Output: NotRequired[ProcessingS3OutputTypeDef], # (1)
FeatureStoreOutput: NotRequired[ProcessingFeatureStoreOutputTypeDef], # (2)
AppManaged: NotRequired[bool],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)- See ProductionVariantInstanceTypeType
- See ProductionVariantAcceleratorTypeType
- See ProductionVariantCoreDumpConfigTypeDef
- See ProductionVariantServerlessConfigTypeDef
- See ProductionVariantManagedInstanceScalingTypeDef
- See ProductionVariantRoutingConfigTypeDef
- See ProductionVariantInferenceAmiVersionType
SuggestionQueryTypeDef#
# SuggestionQueryTypeDef definition
class SuggestionQueryTypeDef(TypedDict):
PropertyNameQuery: NotRequired[PropertyNameQueryTypeDef], # (1)ServiceCatalogProvisioningDetailsOutputTypeDef#
# ServiceCatalogProvisioningDetailsOutputTypeDef definition
class ServiceCatalogProvisioningDetailsOutputTypeDef(TypedDict):
ProductId: str,
ProvisioningArtifactId: NotRequired[str],
PathId: NotRequired[str],
ProvisioningParameters: NotRequired[List[ProvisioningParameterTypeDef]], # (1)ServiceCatalogProvisioningDetailsTypeDef#
# ServiceCatalogProvisioningDetailsTypeDef definition
class ServiceCatalogProvisioningDetailsTypeDef(TypedDict):
ProductId: str,
ProvisioningArtifactId: NotRequired[str],
PathId: NotRequired[str],
ProvisioningParameters: NotRequired[Sequence[ProvisioningParameterTypeDef]], # (1)ServiceCatalogProvisioningUpdateDetailsTypeDef#
# ServiceCatalogProvisioningUpdateDetailsTypeDef definition
class ServiceCatalogProvisioningUpdateDetailsTypeDef(TypedDict):
ProvisioningArtifactId: NotRequired[str],
ProvisioningParameters: NotRequired[Sequence[ProvisioningParameterTypeDef]], # (1)PublicWorkforceTaskPriceTypeDef#
# PublicWorkforceTaskPriceTypeDef definition
class PublicWorkforceTaskPriceTypeDef(TypedDict):
AmountInUsd: NotRequired[USDTypeDef], # (1)- See USDTypeDef
QueryLineageResponseTypeDef#
# QueryLineageResponseTypeDef definition
class QueryLineageResponseTypeDef(TypedDict):
Vertices: List[VertexTypeDef], # (1)
Edges: List[EdgeTypeDef], # (2)
ResponseMetadata: ResponseMetadataTypeDef, # (3)
NextToken: NotRequired[str],- See VertexTypeDef
- See EdgeTypeDef
- See ResponseMetadataTypeDef
RecommendationJobOutputConfigTypeDef#
# RecommendationJobOutputConfigTypeDef definition
class RecommendationJobOutputConfigTypeDef(TypedDict):
KmsKeyId: NotRequired[str],
CompiledOutputConfig: NotRequired[RecommendationJobCompiledOutputConfigTypeDef], # (1)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]],RenderUiTemplateRequestRequestTypeDef#
# RenderUiTemplateRequestRequestTypeDef definition
class RenderUiTemplateRequestRequestTypeDef(TypedDict):
Task: RenderableTaskTypeDef, # (1)
RoleArn: str,
UiTemplate: NotRequired[UiTemplateTypeDef], # (2)
HumanTaskUiArn: NotRequired[str],RenderUiTemplateResponseTypeDef#
# RenderUiTemplateResponseTypeDef definition
class RenderUiTemplateResponseTypeDef(TypedDict):
RenderedContent: str,
Errors: List[RenderingErrorTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)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)- See ProfilerConfigForUpdateTypeDef
- See ProfilerRuleConfigurationTypeDef
- See ResourceConfigForUpdateTypeDef
- See RemoteDebugConfigForUpdateTypeDef
SelectiveExecutionConfigOutputTypeDef#
# SelectiveExecutionConfigOutputTypeDef definition
class SelectiveExecutionConfigOutputTypeDef(TypedDict):
SelectedSteps: List[SelectedStepTypeDef], # (1)
SourcePipelineExecutionArn: NotRequired[str],SelectiveExecutionConfigTypeDef#
# SelectiveExecutionConfigTypeDef definition
class SelectiveExecutionConfigTypeDef(TypedDict):
SelectedSteps: Sequence[SelectedStepTypeDef], # (1)
SourcePipelineExecutionArn: NotRequired[str],ShadowModeConfigOutputTypeDef#
# ShadowModeConfigOutputTypeDef definition
class ShadowModeConfigOutputTypeDef(TypedDict):
SourceModelVariantName: str,
ShadowModelVariants: List[ShadowModelVariantConfigTypeDef], # (1)ShadowModeConfigTypeDef#
# ShadowModeConfigTypeDef definition
class ShadowModeConfigTypeDef(TypedDict):
SourceModelVariantName: str,
ShadowModelVariants: Sequence[ShadowModelVariantConfigTypeDef], # (1)SpaceAppLifecycleManagementTypeDef#
# SpaceAppLifecycleManagementTypeDef definition
class SpaceAppLifecycleManagementTypeDef(TypedDict):
IdleSettings: NotRequired[SpaceIdleSettingsTypeDef], # (1)TrafficPatternOutputTypeDef#
# TrafficPatternOutputTypeDef definition
class TrafficPatternOutputTypeDef(TypedDict):
TrafficType: NotRequired[TrafficTypeType], # (1)
Phases: NotRequired[List[PhaseTypeDef]], # (2)
Stairs: NotRequired[StairsTypeDef], # (3)- See TrafficTypeType
- See PhaseTypeDef
- See StairsTypeDef
TrafficPatternTypeDef#
# TrafficPatternTypeDef definition
class TrafficPatternTypeDef(TypedDict):
TrafficType: NotRequired[TrafficTypeType], # (1)
Phases: NotRequired[Sequence[PhaseTypeDef]], # (2)
Stairs: NotRequired[StairsTypeDef], # (3)- See TrafficTypeType
- See PhaseTypeDef
- See StairsTypeDef
TrainingImageConfigTypeDef#
# TrainingImageConfigTypeDef definition
class TrainingImageConfigTypeDef(TypedDict):
TrainingRepositoryAccessMode: TrainingRepositoryAccessModeType, # (1)
TrainingRepositoryAuthConfig: NotRequired[TrainingRepositoryAuthConfigTypeDef], # (2)TransformDataSourceTypeDef#
# TransformDataSourceTypeDef definition
class TransformDataSourceTypeDef(TypedDict):
S3DataSource: TransformS3DataSourceTypeDef, # (1)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],- See SourceIpConfigOutputTypeDef
- See CognitoConfigTypeDef
- See OidcConfigForResponseTypeDef
- See WorkforceVpcConfigResponseTypeDef
- See WorkforceStatusType
ListActionsResponseTypeDef#
# ListActionsResponseTypeDef definition
class ListActionsResponseTypeDef(TypedDict):
ActionSummaries: List[ActionSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListAppsResponseTypeDef#
# ListAppsResponseTypeDef definition
class ListAppsResponseTypeDef(TypedDict):
Apps: List[AppDetailsTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],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)- See RStudioServerProDomainSettingsTypeDef
- See ExecutionRoleIdentityConfigType
- See DockerSettingsOutputTypeDef
- 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],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],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],- See ResourceSpecTypeDef
- See CustomImageTypeDef
- See CodeRepositoryTypeDef
- See AppLifecycleManagementTypeDef
- 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],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)- See ArtifactSourceTypeDef
- See MetadataPropertiesTypeDef
- See TagTypeDef
DeleteArtifactRequestRequestTypeDef#
# DeleteArtifactRequestRequestTypeDef definition
class DeleteArtifactRequestRequestTypeDef(TypedDict):
ArtifactArn: NotRequired[str],
Source: NotRequired[ArtifactSourceTypeDef], # (1)AsyncInferenceConfigOutputTypeDef#
# AsyncInferenceConfigOutputTypeDef definition
class AsyncInferenceConfigOutputTypeDef(TypedDict):
OutputConfig: AsyncInferenceOutputConfigOutputTypeDef, # (2)
ClientConfig: NotRequired[AsyncInferenceClientConfigTypeDef], # (1)AsyncInferenceOutputConfigTypeDef#
# AsyncInferenceOutputConfigTypeDef definition
class AsyncInferenceOutputConfigTypeDef(TypedDict):
KmsKeyId: NotRequired[str],
S3OutputPath: NotRequired[str],
NotificationConfig: NotRequired[AsyncInferenceNotificationConfigUnionTypeDef], # (1)
S3FailurePath: NotRequired[str],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],- See CandidateGenerationConfigOutputTypeDef
- See AutoMLJobCompletionCriteriaTypeDef
- See AutoMLModeType
- 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)- See AutoMLJobCompletionCriteriaTypeDef
- See TimeSeriesTransformationsOutputTypeDef
- See TimeSeriesConfigOutputTypeDef
- See HolidayConfigAttributesTypeDef
- See CandidateGenerationConfigOutputTypeDef
AutoMLCandidateGenerationConfigTypeDef#
# AutoMLCandidateGenerationConfigTypeDef definition
class AutoMLCandidateGenerationConfigTypeDef(TypedDict):
FeatureSpecificationS3Uri: NotRequired[str],
AlgorithmsConfig: NotRequired[Sequence[AutoMLAlgorithmConfigUnionTypeDef]], # (1)CandidateGenerationConfigTypeDef#
# CandidateGenerationConfigTypeDef definition
class CandidateGenerationConfigTypeDef(TypedDict):
AlgorithmsConfig: NotRequired[Sequence[AutoMLAlgorithmConfigUnionTypeDef]], # (1)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],AutoMLJobChannelTypeDef#
# AutoMLJobChannelTypeDef definition
class AutoMLJobChannelTypeDef(TypedDict):
ChannelType: NotRequired[AutoMLChannelTypeType], # (1)
ContentType: NotRequired[str],
CompressionType: NotRequired[CompressionTypeType], # (2)
DataSource: NotRequired[AutoMLDataSourceTypeDef], # (3)ListAutoMLJobsResponseTypeDef#
# ListAutoMLJobsResponseTypeDef definition
class ListAutoMLJobsResponseTypeDef(TypedDict):
AutoMLJobSummaries: List[AutoMLJobSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],AutoMLResolvedAttributesTypeDef#
# AutoMLResolvedAttributesTypeDef definition
class AutoMLResolvedAttributesTypeDef(TypedDict):
AutoMLJobObjective: NotRequired[AutoMLJobObjectiveTypeDef], # (1)
CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef], # (2)
AutoMLProblemTypeResolvedAttributes: NotRequired[AutoMLProblemTypeResolvedAttributesTypeDef], # (3)- See AutoMLJobObjectiveTypeDef
- See AutoMLJobCompletionCriteriaTypeDef
- 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)- See AutoMLJobCompletionCriteriaTypeDef
- See AutoMLSecurityConfigOutputTypeDef
- See AutoMLCandidateGenerationConfigOutputTypeDef
- See AutoMLDataSplitConfigTypeDef
- See AutoMLModeType
LabelingJobAlgorithmsConfigOutputTypeDef#
# LabelingJobAlgorithmsConfigOutputTypeDef definition
class LabelingJobAlgorithmsConfigOutputTypeDef(TypedDict):
LabelingJobAlgorithmSpecificationArn: str,
InitialActiveLearningModelArn: NotRequired[str],
LabelingJobResourceConfig: NotRequired[LabelingJobResourceConfigOutputTypeDef], # (1)ModelMetricsTypeDef#
# ModelMetricsTypeDef definition
class ModelMetricsTypeDef(TypedDict):
ModelQuality: NotRequired[ModelQualityTypeDef], # (1)
ModelDataQuality: NotRequired[ModelDataQualityTypeDef], # (2)
Bias: NotRequired[BiasTypeDef], # (3)
Explainability: NotRequired[ExplainabilityTypeDef], # (4)- See ModelQualityTypeDef
- See ModelDataQualityTypeDef
- See BiasTypeDef
- 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)- See TrainingJobStepMetadataTypeDef
- See ProcessingJobStepMetadataTypeDef
- See TransformJobStepMetadataTypeDef
- See TuningJobStepMetaDataTypeDef
- See ModelStepMetadataTypeDef
- See RegisterModelStepMetadataTypeDef
- See ConditionStepMetadataTypeDef
- See CallbackStepMetadataTypeDef
- See LambdaStepMetadataTypeDef
- See EMRStepMetadataTypeDef
- See QualityCheckStepMetadataTypeDef
- See ClarifyCheckStepMetadataTypeDef
- See FailStepMetadataTypeDef
- See AutoMLJobStepMetadataTypeDef
- See EndpointStepMetadataTypeDef
- 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)- See FinalAutoMLJobObjectiveMetricTypeDef
- See ObjectiveStatusType
- See AutoMLCandidateStepTypeDef
- See CandidateStatusType
- See AutoMLContainerDefinitionTypeDef
- See CandidatePropertiesTypeDef
- See AutoMLProcessingUnitType AutoMLContainerDefinitionTypeDef
BlueGreenUpdatePolicyTypeDef#
# BlueGreenUpdatePolicyTypeDef definition
class BlueGreenUpdatePolicyTypeDef(TypedDict):
TrafficRoutingConfiguration: TrafficRoutingConfigTypeDef, # (1)
TerminationWaitInSeconds: NotRequired[int],
MaximumExecutionTimeoutInSeconds: NotRequired[int],DataCaptureConfigTypeDef#
# DataCaptureConfigTypeDef definition
class DataCaptureConfigTypeDef(TypedDict):
InitialSamplingPercentage: int,
DestinationS3Uri: str,
CaptureOptions: Sequence[CaptureOptionTypeDef], # (1)
EnableCapture: NotRequired[bool],
KmsKeyId: NotRequired[str],
CaptureContentTypeHeader: NotRequired[CaptureContentTypeHeaderUnionTypeDef], # (2)InferenceExperimentDataStorageConfigTypeDef#
# InferenceExperimentDataStorageConfigTypeDef definition
class InferenceExperimentDataStorageConfigTypeDef(TypedDict):
Destination: str,
KmsKey: NotRequired[str],
ContentType: NotRequired[CaptureContentTypeHeaderUnionTypeDef], # (1)EndpointInputConfigurationOutputTypeDef#
# EndpointInputConfigurationOutputTypeDef definition
class EndpointInputConfigurationOutputTypeDef(TypedDict):
InstanceType: NotRequired[ProductionVariantInstanceTypeType], # (1)
ServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef], # (2)
InferenceSpecificationName: NotRequired[str],
EnvironmentParameterRanges: NotRequired[EnvironmentParameterRangesOutputTypeDef], # (3)- See ProductionVariantInstanceTypeType
- See ProductionVariantServerlessConfigTypeDef
- See EnvironmentParameterRangesOutputTypeDef
ParameterRangeTypeDef#
# ParameterRangeTypeDef definition
class ParameterRangeTypeDef(TypedDict):
IntegerParameterRangeSpecification: NotRequired[IntegerParameterRangeSpecificationTypeDef], # (1)
ContinuousParameterRangeSpecification: NotRequired[ContinuousParameterRangeSpecificationTypeDef], # (2)
CategoricalParameterRangeSpecification: NotRequired[CategoricalParameterRangeSpecificationUnionTypeDef], # (3)- See IntegerParameterRangeSpecificationTypeDef
- See ContinuousParameterRangeSpecificationTypeDef
- 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)- See IntegerParameterRangeTypeDef
- See ContinuousParameterRangeTypeDef
- See CategoricalParameterRangeTypeDef CategoricalParameterRangeOutputTypeDef
- See AutoParameterTypeDef
EnvironmentParameterRangesTypeDef#
# EnvironmentParameterRangesTypeDef definition
class EnvironmentParameterRangesTypeDef(TypedDict):
CategoricalParameterRanges: NotRequired[Sequence[CategoricalParameterUnionTypeDef]], # (1)ClarifyExplainerConfigOutputTypeDef#
# ClarifyExplainerConfigOutputTypeDef definition
class ClarifyExplainerConfigOutputTypeDef(TypedDict):
ShapConfig: ClarifyShapConfigTypeDef, # (2)
EnableExplanations: NotRequired[str],
InferenceConfig: NotRequired[ClarifyInferenceConfigOutputTypeDef], # (1)ClarifyExplainerConfigTypeDef#
# ClarifyExplainerConfigTypeDef definition
class ClarifyExplainerConfigTypeDef(TypedDict):
ShapConfig: ClarifyShapConfigTypeDef, # (2)
EnableExplanations: NotRequired[str],
InferenceConfig: NotRequired[ClarifyInferenceConfigUnionTypeDef], # (1)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)- See ClusterInstanceTypeType
- See ClusterLifeCycleConfigTypeDef
- See ClusterInstanceStorageConfigTypeDef
- See DeepHealthCheckTypeType
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)- See ClusterInstanceTypeType
- See ClusterLifeCycleConfigTypeDef
- See ClusterInstanceStorageConfigTypeDef
- See DeepHealthCheckTypeType
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)
ThreadsPerCore: NotRequired[int],
InstanceStorageConfigs: NotRequired[List[ClusterInstanceStorageConfigTypeDef]], # (4)
PrivatePrimaryIp: NotRequired[str],
PrivateDnsHostname: NotRequired[str],
Placement: NotRequired[ClusterInstancePlacementTypeDef], # (5)- See ClusterInstanceStatusDetailsTypeDef
- See ClusterInstanceTypeType
- See ClusterLifeCycleConfigTypeDef
- See ClusterInstanceStorageConfigTypeDef
- See ClusterInstancePlacementTypeDef
ListClusterNodesResponseTypeDef#
# ListClusterNodesResponseTypeDef definition
class ListClusterNodesResponseTypeDef(TypedDict):
NextToken: str,
ClusterNodeSummaries: List[ClusterNodeSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)ListCodeRepositoriesOutputTypeDef#
# ListCodeRepositoriesOutputTypeDef definition
class ListCodeRepositoriesOutputTypeDef(TypedDict):
CodeRepositorySummaryList: List[CodeRepositorySummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],FeatureDefinitionTypeDef#
# FeatureDefinitionTypeDef definition
class FeatureDefinitionTypeDef(TypedDict):
FeatureName: str,
FeatureType: FeatureTypeType, # (1)
CollectionType: NotRequired[CollectionTypeType], # (2)
CollectionConfig: NotRequired[CollectionConfigTypeDef], # (3)- See FeatureTypeType
- See CollectionTypeType
- See CollectionConfigTypeDef
DebugHookConfigTypeDef#
# DebugHookConfigTypeDef definition
class DebugHookConfigTypeDef(TypedDict):
S3OutputPath: str,
LocalPath: NotRequired[str],
HookParameters: NotRequired[Mapping[str, str]],
CollectionConfigurations: NotRequired[Sequence[CollectionConfigurationUnionTypeDef]], # (1)CodeEditorAppImageConfigTypeDef#
# CodeEditorAppImageConfigTypeDef definition
class CodeEditorAppImageConfigTypeDef(TypedDict):
FileSystemConfig: NotRequired[FileSystemConfigTypeDef], # (1)
ContainerConfig: NotRequired[ContainerConfigUnionTypeDef], # (2)JupyterLabAppImageConfigTypeDef#
# JupyterLabAppImageConfigTypeDef definition
class JupyterLabAppImageConfigTypeDef(TypedDict):
FileSystemConfig: NotRequired[FileSystemConfigTypeDef], # (1)
ContainerConfig: NotRequired[ContainerConfigUnionTypeDef], # (2)ListContextsResponseTypeDef#
# ListContextsResponseTypeDef definition
class ListContextsResponseTypeDef(TypedDict):
ContextSummaries: List[ContextSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],AutoMLSecurityConfigTypeDef#
# AutoMLSecurityConfigTypeDef definition
class AutoMLSecurityConfigTypeDef(TypedDict):
VolumeKmsKeyId: NotRequired[str],
EnableInterContainerTrafficEncryption: NotRequired[bool],
VpcConfig: NotRequired[VpcConfigUnionTypeDef], # (1)LabelingJobResourceConfigTypeDef#
# LabelingJobResourceConfigTypeDef definition
class LabelingJobResourceConfigTypeDef(TypedDict):
VolumeKmsKeyId: NotRequired[str],
VpcConfig: NotRequired[VpcConfigUnionTypeDef], # (1)MonitoringNetworkConfigTypeDef#
# MonitoringNetworkConfigTypeDef definition
class MonitoringNetworkConfigTypeDef(TypedDict):
EnableInterContainerTrafficEncryption: NotRequired[bool],
EnableNetworkIsolation: NotRequired[bool],
VpcConfig: NotRequired[VpcConfigUnionTypeDef], # (1)NetworkConfigTypeDef#
# NetworkConfigTypeDef definition
class NetworkConfigTypeDef(TypedDict):
EnableInterContainerTrafficEncryption: NotRequired[bool],
EnableNetworkIsolation: NotRequired[bool],
VpcConfig: NotRequired[VpcConfigUnionTypeDef], # (1)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],- See DirectionType
- 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)- See DataSourceOutputTypeDef
- See CompressionTypeType
- See RecordWrapperType
- See TrainingInputModeType
- See ShuffleConfigTypeDef
ProcessingInputTypeDef#
# ProcessingInputTypeDef definition
class ProcessingInputTypeDef(TypedDict):
InputName: str,
AppManaged: NotRequired[bool],
S3Input: NotRequired[ProcessingS3InputTypeDef], # (1)
DatasetDefinition: NotRequired[DatasetDefinitionTypeDef], # (2)InferenceComponentSpecificationSummaryTypeDef#
# InferenceComponentSpecificationSummaryTypeDef definition
class InferenceComponentSpecificationSummaryTypeDef(TypedDict):
ModelName: NotRequired[str],
Container: NotRequired[InferenceComponentContainerSpecificationSummaryTypeDef], # (1)
StartupParameters: NotRequired[InferenceComponentStartupParametersTypeDef], # (2)
ComputeResourceRequirements: NotRequired[InferenceComponentComputeResourceRequirementsTypeDef], # (3)- See InferenceComponentContainerSpecificationSummaryTypeDef
- See InferenceComponentStartupParametersTypeDef
- 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],- See EdgeDeploymentModelConfigTypeDef
- See DeploymentStageStatusSummaryTypeDef
- See ResponseMetadataTypeDef
ListExperimentsResponseTypeDef#
# ListExperimentsResponseTypeDef definition
class ListExperimentsResponseTypeDef(TypedDict):
ExperimentSummaries: List[ExperimentSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListFeatureGroupsResponseTypeDef#
# ListFeatureGroupsResponseTypeDef definition
class ListFeatureGroupsResponseTypeDef(TypedDict):
FeatureGroupSummaries: List[FeatureGroupSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListInferenceExperimentsResponseTypeDef#
# ListInferenceExperimentsResponseTypeDef definition
class ListInferenceExperimentsResponseTypeDef(TypedDict):
InferenceExperiments: List[InferenceExperimentSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListTrainingJobsResponseTypeDef#
# ListTrainingJobsResponseTypeDef definition
class ListTrainingJobsResponseTypeDef(TypedDict):
TrainingJobSummaries: List[TrainingJobSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],ListTrialsResponseTypeDef#
# ListTrialsResponseTypeDef definition
class ListTrialsResponseTypeDef(TypedDict):
TrialSummaries: List[TrialSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],UpdateEndpointWeightsAndCapacitiesInputRequestTypeDef#
# UpdateEndpointWeightsAndCapacitiesInputRequestTypeDef definition
class UpdateEndpointWeightsAndCapacitiesInputRequestTypeDef(TypedDict):
EndpointName: str,
DesiredWeightsAndCapacities: Sequence[DesiredWeightAndCapacityTypeDef], # (1)DeploymentStageTypeDef#
# DeploymentStageTypeDef definition
class DeploymentStageTypeDef(TypedDict):
StageName: str,
DeviceSelectionConfig: DeviceSelectionConfigUnionTypeDef, # (1)
DeploymentConfig: NotRequired[EdgeDeploymentConfigTypeDef], # (2)ListDevicesResponseTypeDef#
# ListDevicesResponseTypeDef definition
class ListDevicesResponseTypeDef(TypedDict):
DeviceSummaries: List[DeviceSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],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)- See RStudioServerProDomainSettingsForUpdateTypeDef
- See ExecutionRoleIdentityConfigType
- See DockerSettingsTypeDef DockerSettingsOutputTypeDef
- 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)- See RStudioServerProDomainSettingsTypeDef
- See ExecutionRoleIdentityConfigType
- See DockerSettingsTypeDef DockerSettingsOutputTypeDef
- See AmazonQSettingsTypeDef
DriftCheckBaselinesTypeDef#
# DriftCheckBaselinesTypeDef definition
class DriftCheckBaselinesTypeDef(TypedDict):
Bias: NotRequired[DriftCheckBiasTypeDef], # (1)
Explainability: NotRequired[DriftCheckExplainabilityTypeDef], # (2)
ModelQuality: NotRequired[DriftCheckModelQualityTypeDef], # (3)
ModelDataQuality: NotRequired[DriftCheckModelDataQualityTypeDef], # (4)- See DriftCheckBiasTypeDef
- See DriftCheckExplainabilityTypeDef
- See DriftCheckModelQualityTypeDef
- See DriftCheckModelDataQualityTypeDef
SpaceSettingsSummaryTypeDef#
# SpaceSettingsSummaryTypeDef definition
class SpaceSettingsSummaryTypeDef(TypedDict):
AppType: NotRequired[AppTypeType], # (1)
SpaceStorageSettings: NotRequired[SpaceStorageSettingsTypeDef], # (2)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],- See ResourceSpecTypeDef
- See CustomImageTypeDef
- See CodeRepositoryTypeDef
- See AppLifecycleManagementTypeDef
- 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],- See RecommendationMetricsTypeDef
- See EndpointOutputConfigurationTypeDef
- 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],- See RecommendationMetricsTypeDef
- See InferenceMetricsTypeDef
- See EndpointOutputConfigurationTypeDef
- 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)- See FilterTypeDef
- See NestedFiltersTypeDef
- 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)- See FilterTypeDef
- See NestedFiltersTypeDef
- See BooleanOperatorType
ListTrainingJobsForHyperParameterTuningJobResponseTypeDef#
# ListTrainingJobsForHyperParameterTuningJobResponseTypeDef definition
class ListTrainingJobsForHyperParameterTuningJobResponseTypeDef(TypedDict):
TrainingJobSummaries: List[HyperParameterTrainingJobSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],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)- See MlToolsType
- See AppTypeType
- See AppInstanceTypeType
- See HiddenSageMakerImageTypeDef HiddenSageMakerImageOutputTypeDef
ListHyperParameterTuningJobsResponseTypeDef#
# ListHyperParameterTuningJobsResponseTypeDef definition
class ListHyperParameterTuningJobsResponseTypeDef(TypedDict):
HyperParameterTuningJobSummaries: List[HyperParameterTuningJobSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],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)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)- See ActionSourceTypeDef
- See ActionStatusType
- See UserContextTypeDef
- See UserContextTypeDef
- See MetadataPropertiesTypeDef
- 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)- See ArtifactSourceOutputTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- See MetadataPropertiesTypeDef
- 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)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)- See ExperimentSourceTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- 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)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)- See TrackingServerSizeType
- See TrackingServerStatusType
- See IsTrackingServerActiveType
- See UserContextTypeDef
- See UserContextTypeDef
- 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)- See ModelCardStatusType
- See ModelCardSecurityConfigTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- See ModelCardProcessingStatusType
- 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)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)- See PipelineStatusType
- See UserContextTypeDef
- See UserContextTypeDef
- See ParallelismConfigurationTypeDef
- 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)- See TrialComponentSourceTypeDef
- See TrialComponentStatusTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- See TrialComponentParameterValueTypeDef
- See TrialComponentArtifactTypeDef
- See TrialComponentArtifactTypeDef
- See MetadataPropertiesTypeDef
- See TrialComponentMetricSummaryTypeDef
- See TrialComponentSourceTypeDef
- 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)- See TrialSourceTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- See MetadataPropertiesTypeDef
- 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)- See ExperimentSourceTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- 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],- See ModelCardStatusType
- See ModelCardSecurityConfigTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- 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],- See ModelCardStatusType
- See ModelCardSecurityConfigTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- 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)- See UserContextTypeDef
- See ModelPackageGroupStatusType
- 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)- See PipelineStatusType
- See UserContextTypeDef
- See UserContextTypeDef
- See ParallelismConfigurationTypeDef
- 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)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)- See TrialComponentSourceTypeDef
- See TrialComponentStatusTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
WorkerAccessConfigurationTypeDef#
# WorkerAccessConfigurationTypeDef definition
class WorkerAccessConfigurationTypeDef(TypedDict):
S3Presign: NotRequired[S3PresignTypeDef], # (1)- See S3PresignTypeDef
CreateInferenceComponentInputRequestTypeDef#
# CreateInferenceComponentInputRequestTypeDef definition
class CreateInferenceComponentInputRequestTypeDef(TypedDict):
InferenceComponentName: str,
EndpointName: str,
VariantName: str,
Specification: InferenceComponentSpecificationTypeDef, # (1)
RuntimeConfig: InferenceComponentRuntimeConfigTypeDef, # (2)
Tags: NotRequired[Sequence[TagTypeDef]], # (3)- See InferenceComponentSpecificationTypeDef
- See InferenceComponentRuntimeConfigTypeDef
- See TagTypeDef
UpdateInferenceComponentInputRequestTypeDef#
# UpdateInferenceComponentInputRequestTypeDef definition
class UpdateInferenceComponentInputRequestTypeDef(TypedDict):
InferenceComponentName: str,
Specification: NotRequired[InferenceComponentSpecificationTypeDef], # (1)
RuntimeConfig: NotRequired[InferenceComponentRuntimeConfigTypeDef], # (2)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],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],- See HyperParameterTuningJobStrategyTypeType
- See HyperParameterTuningJobStrategyConfigTypeDef
- See HyperParameterTuningJobObjectiveTypeDef
- See ResourceLimitsTypeDef
- See ParameterRangesOutputTypeDef
- See TrainingJobEarlyStoppingTypeType
- 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)- See KernelGatewayImageConfigOutputTypeDef
- See JupyterLabAppImageConfigOutputTypeDef
- 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)- See KernelGatewayImageConfigOutputTypeDef
- See JupyterLabAppImageConfigOutputTypeDef
- See CodeEditorAppImageConfigOutputTypeDef
- See ResponseMetadataTypeDef
ListLabelingJobsForWorkteamResponseTypeDef#
# ListLabelingJobsForWorkteamResponseTypeDef definition
class ListLabelingJobsForWorkteamResponseTypeDef(TypedDict):
LabelingJobSummaryList: List[LabelingJobForWorkteamSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],LabelingJobInputConfigOutputTypeDef#
# LabelingJobInputConfigOutputTypeDef definition
class LabelingJobInputConfigOutputTypeDef(TypedDict):
DataSource: LabelingJobDataSourceTypeDef, # (1)
DataAttributes: NotRequired[LabelingJobDataAttributesOutputTypeDef], # (2)LabelingJobInputConfigTypeDef#
# LabelingJobInputConfigTypeDef definition
class LabelingJobInputConfigTypeDef(TypedDict):
DataSource: LabelingJobDataSourceTypeDef, # (1)
DataAttributes: NotRequired[LabelingJobDataAttributesUnionTypeDef], # (2)- See LabelingJobDataSourceTypeDef
- See LabelingJobDataAttributesTypeDef LabelingJobDataAttributesOutputTypeDef
TargetTrackingScalingPolicyConfigurationTypeDef#
# TargetTrackingScalingPolicyConfigurationTypeDef definition
class TargetTrackingScalingPolicyConfigurationTypeDef(TypedDict):
MetricSpecification: NotRequired[MetricSpecificationTypeDef], # (1)
TargetValue: NotRequired[float],AdditionalModelDataSourceTypeDef#
# AdditionalModelDataSourceTypeDef definition
class AdditionalModelDataSourceTypeDef(TypedDict):
ChannelName: str,
S3DataSource: S3ModelDataSourceTypeDef, # (1)ModelDataSourceTypeDef#
# ModelDataSourceTypeDef definition
class ModelDataSourceTypeDef(TypedDict):
S3DataSource: NotRequired[S3ModelDataSourceTypeDef], # (1)MonitoringAlertSummaryTypeDef#
# MonitoringAlertSummaryTypeDef definition
class MonitoringAlertSummaryTypeDef(TypedDict):
MonitoringAlertName: str,
CreationTime: datetime,
LastModifiedTime: datetime,
AlertStatus: MonitoringAlertStatusType, # (1)
DatapointsToAlert: int,
EvaluationPeriod: int,
Actions: MonitoringAlertActionsTypeDef, # (2)ModelVariantConfigSummaryTypeDef#
# ModelVariantConfigSummaryTypeDef definition
class ModelVariantConfigSummaryTypeDef(TypedDict):
ModelName: str,
VariantName: str,
InfrastructureConfig: ModelInfrastructureConfigTypeDef, # (1)
Status: ModelVariantStatusType, # (2)ModelVariantConfigTypeDef#
# ModelVariantConfigTypeDef definition
class ModelVariantConfigTypeDef(TypedDict):
ModelName: str,
VariantName: str,
InfrastructureConfig: ModelInfrastructureConfigTypeDef, # (1)ListModelMetadataRequestListModelMetadataPaginateTypeDef#
# ListModelMetadataRequestListModelMetadataPaginateTypeDef definition
class ListModelMetadataRequestListModelMetadataPaginateTypeDef(TypedDict):
SearchExpression: NotRequired[ModelMetadataSearchExpressionTypeDef], # (1)
PaginationConfig: NotRequired[PaginatorConfigTypeDef], # (2)ListModelMetadataRequestRequestTypeDef#
# ListModelMetadataRequestRequestTypeDef definition
class ListModelMetadataRequestRequestTypeDef(TypedDict):
SearchExpression: NotRequired[ModelMetadataSearchExpressionTypeDef], # (1)
NextToken: NotRequired[str],
MaxResults: NotRequired[int],OptimizationConfigTypeDef#
# OptimizationConfigTypeDef definition
class OptimizationConfigTypeDef(TypedDict):
ModelQuantizationConfig: NotRequired[ModelQuantizationConfigUnionTypeDef], # (1)
ModelCompilationConfig: NotRequired[ModelCompilationConfigUnionTypeDef], # (2)- See ModelQuantizationConfigTypeDef ModelQuantizationConfigOutputTypeDef
- See ModelCompilationConfigTypeDef ModelCompilationConfigOutputTypeDef
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],- See MonitoringDatasetFormatOutputTypeDef
- See ProcessingS3InputModeType
- See ProcessingS3DataDistributionTypeType
MonitoringOutputConfigOutputTypeDef#
# MonitoringOutputConfigOutputTypeDef definition
class MonitoringOutputConfigOutputTypeDef(TypedDict):
MonitoringOutputs: List[MonitoringOutputTypeDef], # (1)
KmsKeyId: NotRequired[str],MonitoringOutputConfigTypeDef#
# MonitoringOutputConfigTypeDef definition
class MonitoringOutputConfigTypeDef(TypedDict):
MonitoringOutputs: Sequence[MonitoringOutputTypeDef], # (1)
KmsKeyId: NotRequired[str],MemberDefinitionTypeDef#
# MemberDefinitionTypeDef definition
class MemberDefinitionTypeDef(TypedDict):
CognitoMemberDefinition: NotRequired[CognitoMemberDefinitionTypeDef], # (1)
OidcMemberDefinition: NotRequired[OidcMemberDefinitionUnionTypeDef], # (2)- See CognitoMemberDefinitionTypeDef
- See OidcMemberDefinitionTypeDef OidcMemberDefinitionOutputTypeDef
OptimizationJobModelSourceTypeDef#
# OptimizationJobModelSourceTypeDef definition
class OptimizationJobModelSourceTypeDef(TypedDict):
S3: NotRequired[OptimizationJobModelSourceS3TypeDef], # (1)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)- See OutputConfigTypeDef
- See StoppingConditionTypeDef
- See InputConfigTypeDef
- See NeoVpcConfigTypeDef
- 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)- See CompilationJobStatusType
- See StoppingConditionTypeDef
- See ModelArtifactsTypeDef
- See ModelDigestsTypeDef
- See InputConfigTypeDef
- See OutputConfigTypeDef
- See NeoVpcConfigOutputTypeDef
- See DerivedInformationTypeDef
- See ResponseMetadataTypeDef
PendingDeploymentSummaryTypeDef#
# PendingDeploymentSummaryTypeDef definition
class PendingDeploymentSummaryTypeDef(TypedDict):
EndpointConfigName: str,
ProductionVariants: NotRequired[List[PendingProductionVariantSummaryTypeDef]], # (1)
StartTime: NotRequired[datetime],
ShadowProductionVariants: NotRequired[List[PendingProductionVariantSummaryTypeDef]], # (1)ProcessingOutputConfigOutputTypeDef#
# ProcessingOutputConfigOutputTypeDef definition
class ProcessingOutputConfigOutputTypeDef(TypedDict):
Outputs: List[ProcessingOutputTypeDef], # (1)
KmsKeyId: NotRequired[str],ProcessingOutputConfigTypeDef#
# ProcessingOutputConfigTypeDef definition
class ProcessingOutputConfigTypeDef(TypedDict):
Outputs: Sequence[ProcessingOutputTypeDef], # (1)
KmsKeyId: NotRequired[str],GetSearchSuggestionsRequestRequestTypeDef#
# GetSearchSuggestionsRequestRequestTypeDef definition
class GetSearchSuggestionsRequestRequestTypeDef(TypedDict):
Resource: ResourceTypeType, # (1)
SuggestionQuery: NotRequired[SuggestionQueryTypeDef], # (2)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)- See ServiceCatalogProvisioningDetailsOutputTypeDef
- See ServiceCatalogProvisionedProductDetailsTypeDef
- See ProjectStatusType
- See UserContextTypeDef
- See UserContextTypeDef
- 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)- See ServiceCatalogProvisioningDetailsOutputTypeDef
- See ServiceCatalogProvisionedProductDetailsTypeDef
- See ProjectStatusType
- See UserContextTypeDef
- See TagTypeDef
- See UserContextTypeDef
CreateProjectInputRequestTypeDef#
# CreateProjectInputRequestTypeDef definition
class CreateProjectInputRequestTypeDef(TypedDict):
ProjectName: str,
ServiceCatalogProvisioningDetails: ServiceCatalogProvisioningDetailsTypeDef, # (1)
ProjectDescription: NotRequired[str],
Tags: NotRequired[Sequence[TagTypeDef]], # (2)UpdateProjectInputRequestTypeDef#
# UpdateProjectInputRequestTypeDef definition
class UpdateProjectInputRequestTypeDef(TypedDict):
ProjectName: str,
ProjectDescription: NotRequired[str],
ServiceCatalogProvisioningUpdateDetails: NotRequired[ServiceCatalogProvisioningUpdateDetailsTypeDef], # (1)
Tags: NotRequired[Sequence[TagTypeDef]], # (2)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)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)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)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)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]],- See RecommendationJobPayloadConfigTypeDef RecommendationJobPayloadConfigOutputTypeDef
- See RecommendationJobSupportedEndpointTypeType
DataSourceTypeDef#
# DataSourceTypeDef definition
class DataSourceTypeDef(TypedDict):
S3DataSource: NotRequired[S3DataSourceUnionTypeDef], # (1)
FileSystemDataSource: NotRequired[FileSystemDataSourceTypeDef], # (2)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)- See PipelineExecutionStatusType
- See PipelineExperimentConfigTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- See ParallelismConfigurationTypeDef
- See SelectiveExecutionConfigOutputTypeDef
- 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)- See PipelineExecutionStatusType
- See PipelineExperimentConfigTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- See ParallelismConfigurationTypeDef
- See SelectiveExecutionConfigOutputTypeDef
- 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)SpaceCodeEditorAppSettingsTypeDef#
# SpaceCodeEditorAppSettingsTypeDef definition
class SpaceCodeEditorAppSettingsTypeDef(TypedDict):
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)
AppLifecycleManagement: NotRequired[SpaceAppLifecycleManagementTypeDef], # (2)SpaceJupyterLabAppSettingsOutputTypeDef#
# SpaceJupyterLabAppSettingsOutputTypeDef definition
class SpaceJupyterLabAppSettingsOutputTypeDef(TypedDict):
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)
CodeRepositories: NotRequired[List[CodeRepositoryTypeDef]], # (2)
AppLifecycleManagement: NotRequired[SpaceAppLifecycleManagementTypeDef], # (3)SpaceJupyterLabAppSettingsTypeDef#
# SpaceJupyterLabAppSettingsTypeDef definition
class SpaceJupyterLabAppSettingsTypeDef(TypedDict):
DefaultResourceSpec: NotRequired[ResourceSpecTypeDef], # (1)
CodeRepositories: NotRequired[Sequence[CodeRepositoryTypeDef]], # (2)
AppLifecycleManagement: NotRequired[SpaceAppLifecycleManagementTypeDef], # (3)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)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)TransformInputTypeDef#
# TransformInputTypeDef definition
class TransformInputTypeDef(TypedDict):
DataSource: TransformDataSourceTypeDef, # (1)
ContentType: NotRequired[str],
CompressionType: NotRequired[CompressionTypeType], # (2)
SplitType: NotRequired[SplitTypeType], # (3)DescribeWorkforceResponseTypeDef#
# DescribeWorkforceResponseTypeDef definition
class DescribeWorkforceResponseTypeDef(TypedDict):
Workforce: WorkforceTypeDef, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)ListWorkforcesResponseTypeDef#
# ListWorkforcesResponseTypeDef definition
class ListWorkforcesResponseTypeDef(TypedDict):
Workforces: List[WorkforceTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],UpdateWorkforceResponseTypeDef#
# UpdateWorkforceResponseTypeDef definition
class UpdateWorkforceResponseTypeDef(TypedDict):
Workforce: WorkforceTypeDef, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)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)- See JupyterServerAppSettingsOutputTypeDef
- See KernelGatewayAppSettingsOutputTypeDef
- See JupyterLabAppSettingsOutputTypeDef
- See DefaultSpaceStorageSettingsTypeDef
- See CustomPosixUserConfigTypeDef
- 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)- See SharingSettingsTypeDef
- See JupyterServerAppSettingsOutputTypeDef
- See KernelGatewayAppSettingsOutputTypeDef
- See TensorBoardAppSettingsTypeDef
- See RStudioServerProAppSettingsTypeDef
- See RSessionAppSettingsOutputTypeDef
- See CanvasAppSettingsOutputTypeDef
- See CodeEditorAppSettingsOutputTypeDef
- See JupyterLabAppSettingsOutputTypeDef
- See DefaultSpaceStorageSettingsTypeDef
- See StudioWebPortalType
- See CustomPosixUserConfigTypeDef
- See CustomFileSystemConfigTypeDef
- See StudioWebPortalSettingsOutputTypeDef
- See AutoMountHomeEFSType
ListArtifactsResponseTypeDef#
# ListArtifactsResponseTypeDef definition
class ListArtifactsResponseTypeDef(TypedDict):
ArtifactSummaries: List[ArtifactSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],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)- See ImageClassificationJobConfigTypeDef
- See TextClassificationJobConfigTypeDef
- See TimeSeriesForecastingJobConfigOutputTypeDef
- See TabularJobConfigOutputTypeDef
- 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)- See StepStatusType
- See CacheHitResultTypeDef
- See PipelineExecutionStepMetadataTypeDef
- 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)- See AutoMLChannelTypeDef
- See AutoMLOutputDataConfigTypeDef
- See AutoMLJobObjectiveTypeDef
- See ProblemTypeType
- See AutoMLJobConfigOutputTypeDef
- See AutoMLPartialFailureReasonTypeDef
- See AutoMLCandidateTypeDef
- See AutoMLJobStatusType
- See AutoMLJobSecondaryStatusType
- See AutoMLJobArtifactsTypeDef
- See ResolvedAttributesTypeDef
- See ModelDeployConfigTypeDef
- See ModelDeployResultTypeDef
- See ResponseMetadataTypeDef
ListCandidatesForAutoMLJobResponseTypeDef#
# ListCandidatesForAutoMLJobResponseTypeDef definition
class ListCandidatesForAutoMLJobResponseTypeDef(TypedDict):
Candidates: List[AutoMLCandidateTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],DeploymentConfigOutputTypeDef#
# DeploymentConfigOutputTypeDef definition
class DeploymentConfigOutputTypeDef(TypedDict):
BlueGreenUpdatePolicy: NotRequired[BlueGreenUpdatePolicyTypeDef], # (1)
RollingUpdatePolicy: NotRequired[RollingUpdatePolicyTypeDef], # (2)
AutoRollbackConfiguration: NotRequired[AutoRollbackConfigOutputTypeDef], # (3)DeploymentConfigTypeDef#
# DeploymentConfigTypeDef definition
class DeploymentConfigTypeDef(TypedDict):
BlueGreenUpdatePolicy: NotRequired[BlueGreenUpdatePolicyTypeDef], # (1)
RollingUpdatePolicy: NotRequired[RollingUpdatePolicyTypeDef], # (2)
AutoRollbackConfiguration: NotRequired[AutoRollbackConfigUnionTypeDef], # (3)- See BlueGreenUpdatePolicyTypeDef
- See RollingUpdatePolicyTypeDef
- 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)- See TrafficPatternOutputTypeDef
- See RecommendationJobResourceLimitTypeDef
- See EndpointInputConfigurationOutputTypeDef
- See RecommendationJobContainerConfigOutputTypeDef
- See EndpointInfoTypeDef
- See RecommendationJobVpcConfigOutputTypeDef
ExplainerConfigOutputTypeDef#
# ExplainerConfigOutputTypeDef definition
class ExplainerConfigOutputTypeDef(TypedDict):
ClarifyExplainerConfig: NotRequired[ClarifyExplainerConfigOutputTypeDef], # (1)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)- See ClusterStatusType
- See ClusterInstanceGroupDetailsTypeDef
- See VpcConfigOutputTypeDef
- See ClusterOrchestratorTypeDef
- See ClusterNodeRecoveryType
- See ResponseMetadataTypeDef
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)- See ClusterInstanceGroupSpecificationTypeDef
- See VpcConfigTypeDef
- See TagTypeDef
- See ClusterOrchestratorTypeDef
- See ClusterNodeRecoveryType
UpdateClusterRequestRequestTypeDef#
# UpdateClusterRequestRequestTypeDef definition
class UpdateClusterRequestRequestTypeDef(TypedDict):
ClusterName: str,
InstanceGroups: Sequence[ClusterInstanceGroupSpecificationTypeDef], # (1)
NodeRecovery: NotRequired[ClusterNodeRecoveryType], # (2)DescribeClusterNodeResponseTypeDef#
# DescribeClusterNodeResponseTypeDef definition
class DescribeClusterNodeResponseTypeDef(TypedDict):
NodeDetails: ClusterNodeDetailsTypeDef, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)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)- See FeatureDefinitionTypeDef
- See OnlineStoreConfigTypeDef
- See OfflineStoreConfigTypeDef
- See ThroughputConfigTypeDef
- 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)- See FeatureDefinitionTypeDef
- See OnlineStoreConfigTypeDef
- See OfflineStoreConfigTypeDef
- See ThroughputConfigDescriptionTypeDef
- See FeatureGroupStatusType
- See OfflineStoreStatusTypeDef
- See LastUpdateStatusTypeDef
- 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)- See FeatureDefinitionTypeDef
- See OnlineStoreConfigTypeDef
- See OfflineStoreConfigTypeDef
- See FeatureGroupStatusType
- See OfflineStoreStatusTypeDef
- See LastUpdateStatusTypeDef
- See TagTypeDef
UpdateFeatureGroupRequestRequestTypeDef#
# UpdateFeatureGroupRequestRequestTypeDef definition
class UpdateFeatureGroupRequestRequestTypeDef(TypedDict):
FeatureGroupName: str,
FeatureAdditions: NotRequired[Sequence[FeatureDefinitionTypeDef]], # (1)
OnlineStoreConfig: NotRequired[OnlineStoreConfigUpdateTypeDef], # (2)
ThroughputConfig: NotRequired[ThroughputConfigUpdateTypeDef], # (3)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)- See TagTypeDef
- See KernelGatewayImageConfigTypeDef
- See JupyterLabAppImageConfigTypeDef
- See CodeEditorAppImageConfigTypeDef
UpdateAppImageConfigRequestRequestTypeDef#
# UpdateAppImageConfigRequestRequestTypeDef definition
class UpdateAppImageConfigRequestRequestTypeDef(TypedDict):
AppImageConfigName: str,
KernelGatewayImageConfig: NotRequired[KernelGatewayImageConfigTypeDef], # (1)
JupyterLabAppImageConfig: NotRequired[JupyterLabAppImageConfigTypeDef], # (2)
CodeEditorAppImageConfig: NotRequired[CodeEditorAppImageConfigTypeDef], # (3)- See KernelGatewayImageConfigTypeDef
- See JupyterLabAppImageConfigTypeDef
- See CodeEditorAppImageConfigTypeDef
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]],- See HyperParameterTuningJobObjectiveTypeDef
- See ParameterRangesOutputTypeDef
- See HyperParameterAlgorithmSpecificationOutputTypeDef
- See ChannelOutputTypeDef
- See VpcConfigOutputTypeDef
- See OutputDataConfigTypeDef
- See ResourceConfigOutputTypeDef
- See HyperParameterTuningResourceConfigOutputTypeDef
- See StoppingConditionTypeDef
- See CheckpointConfigTypeDef
- 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]],- See TrainingInputModeType
- See ChannelOutputTypeDef
- See OutputDataConfigTypeDef
- See ResourceConfigOutputTypeDef
- 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)- See InferenceComponentSpecificationSummaryTypeDef
- See InferenceComponentRuntimeConfigSummaryTypeDef
- See InferenceComponentStatusType
- 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)CreateEdgeDeploymentStageRequestRequestTypeDef#
# CreateEdgeDeploymentStageRequestRequestTypeDef definition
class CreateEdgeDeploymentStageRequestRequestTypeDef(TypedDict):
EdgeDeploymentPlanName: str,
Stages: Sequence[DeploymentStageTypeDef], # (1)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],- See SpaceStatusType
- See SpaceSettingsSummaryTypeDef
- See SpaceSharingSettingsSummaryTypeDef
- See OwnershipSettingsSummaryTypeDef
InferenceRecommendationsJobStepTypeDef#
# InferenceRecommendationsJobStepTypeDef definition
class InferenceRecommendationsJobStepTypeDef(TypedDict):
StepType: RecommendationStepTypeType, # (1)
JobName: str,
Status: RecommendationJobStatusType, # (2)
InferenceBenchmark: NotRequired[RecommendationJobInferenceBenchmarkTypeDef], # (3)- See RecommendationStepTypeType
- See RecommendationJobStatusType
- See RecommendationJobInferenceBenchmarkTypeDef
SearchRequestSearchPaginateTypeDef#
# SearchRequestSearchPaginateTypeDef definition
class SearchRequestSearchPaginateTypeDef(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)- See ResourceTypeType
- See SearchExpressionPaginatorTypeDef
- See SearchSortOrderType
- See CrossAccountFilterOptionType
- See VisibilityConditionsTypeDef
- 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)- See ResourceTypeType
- See SearchExpressionTypeDef
- See SearchSortOrderType
- See CrossAccountFilterOptionType
- See VisibilityConditionsTypeDef
ListAssociationsResponseTypeDef#
# ListAssociationsResponseTypeDef definition
class ListAssociationsResponseTypeDef(TypedDict):
AssociationSummaries: List[AssociationSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],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)- See TrialSourceTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- See MetadataPropertiesTypeDef
- See TagTypeDef
- See TrialComponentSimpleSummaryTypeDef
ListTrialComponentsResponseTypeDef#
# ListTrialComponentsResponseTypeDef definition
class ListTrialComponentsResponseTypeDef(TypedDict):
TrialComponentSummaries: List[TrialComponentSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],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)- See MemberDefinitionOutputTypeDef
- See NotificationConfigurationTypeDef
- 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)- See HyperParameterSpecificationOutputTypeDef
- See TrainingInstanceTypeType
- See MetricDefinitionTypeDef
- See ChannelSpecificationOutputTypeDef
- See HyperParameterTuningJobObjectiveTypeDef
- See AdditionalS3DataSourceTypeDef
ListAppImageConfigsResponseTypeDef#
# ListAppImageConfigsResponseTypeDef definition
class ListAppImageConfigsResponseTypeDef(TypedDict):
AppImageConfigs: List[AppImageConfigDetailsTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],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)- See LabelingJobStatusType
- See LabelCountersTypeDef
- See LabelingJobOutputTypeDef
- See LabelingJobInputConfigOutputTypeDef
ScalingPolicyTypeDef#
# ScalingPolicyTypeDef definition
class ScalingPolicyTypeDef(TypedDict):
TargetTracking: NotRequired[TargetTrackingScalingPolicyConfigurationTypeDef], # (1)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)- See ImageConfigTypeDef
- See ContainerModeType
- See ModelDataSourceTypeDef
- See AdditionalModelDataSourceTypeDef
- 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)- See ImageConfigTypeDef
- See ContainerModeType
- See ModelDataSourceTypeDef
- See AdditionalModelDataSourceTypeDef
- 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)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)SourceAlgorithmTypeDef#
# SourceAlgorithmTypeDef definition
class SourceAlgorithmTypeDef(TypedDict):
AlgorithmName: str,
ModelDataUrl: NotRequired[str],
ModelDataSource: NotRequired[ModelDataSourceTypeDef], # (1)ListMonitoringAlertsResponseTypeDef#
# ListMonitoringAlertsResponseTypeDef definition
class ListMonitoringAlertsResponseTypeDef(TypedDict):
MonitoringAlertSummaries: List[MonitoringAlertSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],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)- See InferenceExperimentTypeType
- See InferenceExperimentScheduleOutputTypeDef
- See InferenceExperimentStatusType
- See EndpointMetadataTypeDef
- See ModelVariantConfigSummaryTypeDef
- See InferenceExperimentDataStorageConfigOutputTypeDef
- See ShadowModeConfigOutputTypeDef
- 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)- See InferenceExperimentTypeType
- See ModelVariantConfigTypeDef
- See ShadowModeConfigTypeDef
- See InferenceExperimentScheduleTypeDef
- See InferenceExperimentDataStorageConfigTypeDef
- 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],- See ModelVariantActionType
- See ModelVariantConfigTypeDef
- 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)- See InferenceExperimentScheduleTypeDef
- See ModelVariantConfigTypeDef
- See InferenceExperimentDataStorageConfigTypeDef
- See ShadowModeConfigTypeDef
DataQualityJobInputOutputTypeDef#
# DataQualityJobInputOutputTypeDef definition
class DataQualityJobInputOutputTypeDef(TypedDict):
EndpointInput: NotRequired[EndpointInputTypeDef], # (1)
BatchTransformInput: NotRequired[BatchTransformInputOutputTypeDef], # (2)ModelBiasJobInputOutputTypeDef#
# ModelBiasJobInputOutputTypeDef definition
class ModelBiasJobInputOutputTypeDef(TypedDict):
GroundTruthS3Input: MonitoringGroundTruthS3InputTypeDef, # (3)
EndpointInput: NotRequired[EndpointInputTypeDef], # (1)
BatchTransformInput: NotRequired[BatchTransformInputOutputTypeDef], # (2)- See EndpointInputTypeDef
- See BatchTransformInputOutputTypeDef
- See MonitoringGroundTruthS3InputTypeDef
ModelExplainabilityJobInputOutputTypeDef#
# ModelExplainabilityJobInputOutputTypeDef definition
class ModelExplainabilityJobInputOutputTypeDef(TypedDict):
EndpointInput: NotRequired[EndpointInputTypeDef], # (1)
BatchTransformInput: NotRequired[BatchTransformInputOutputTypeDef], # (2)ModelQualityJobInputOutputTypeDef#
# ModelQualityJobInputOutputTypeDef definition
class ModelQualityJobInputOutputTypeDef(TypedDict):
GroundTruthS3Input: MonitoringGroundTruthS3InputTypeDef, # (3)
EndpointInput: NotRequired[EndpointInputTypeDef], # (1)
BatchTransformInput: NotRequired[BatchTransformInputOutputTypeDef], # (2)- See EndpointInputTypeDef
- See BatchTransformInputOutputTypeDef
- See MonitoringGroundTruthS3InputTypeDef
MonitoringInputOutputTypeDef#
# MonitoringInputOutputTypeDef definition
class MonitoringInputOutputTypeDef(TypedDict):
EndpointInput: NotRequired[EndpointInputTypeDef], # (1)
BatchTransformInput: NotRequired[BatchTransformInputOutputTypeDef], # (2)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],- See MonitoringDatasetFormatTypeDef MonitoringDatasetFormatOutputTypeDef
- See ProcessingS3InputModeType
- 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)- See MemberDefinitionTypeDef
- See NotificationConfigurationTypeDef
- 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)- See OptimizationJobStatusType
- See OptimizationJobModelSourceTypeDef
- See OptimizationJobDeploymentInstanceTypeType
- See OptimizationConfigOutputTypeDef
- See OptimizationJobOutputConfigTypeDef
- See OptimizationOutputTypeDef
- See StoppingConditionTypeDef
- See OptimizationVpcConfigOutputTypeDef
- 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)- See ProcessingInputTypeDef
- See ProcessingOutputConfigOutputTypeDef
- See ProcessingResourcesTypeDef
- See ProcessingStoppingConditionTypeDef
- See AppSpecificationOutputTypeDef
- See NetworkConfigOutputTypeDef
- See ExperimentConfigTypeDef
- See ProcessingJobStatusType
- 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)- See ProcessingInputTypeDef
- See ProcessingOutputConfigOutputTypeDef
- See ProcessingResourcesTypeDef
- See ProcessingStoppingConditionTypeDef
- See AppSpecificationOutputTypeDef
- See NetworkConfigOutputTypeDef
- See ExperimentConfigTypeDef
- See ProcessingJobStatusType
- 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)- See ProcessingResourcesTypeDef
- See AppSpecificationTypeDef
- See ProcessingInputTypeDef
- See ProcessingOutputConfigTypeDef
- See ProcessingStoppingConditionTypeDef
- See NetworkConfigTypeDef
- See TagTypeDef
- 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)- See FlowDefinitionStatusType
- See HumanLoopRequestSourceTypeDef
- See HumanLoopActivationConfigTypeDef
- See HumanLoopConfigOutputTypeDef
- See FlowDefinitionOutputConfigTypeDef
- 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)- See FlowDefinitionOutputConfigTypeDef
- See HumanLoopRequestSourceTypeDef
- See HumanLoopActivationConfigTypeDef
- See HumanLoopConfigTypeDef
- 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)- See LabelingJobStatusType
- See LabelCountersTypeDef
- See LabelingJobInputConfigOutputTypeDef
- See LabelingJobOutputConfigTypeDef
- See LabelingJobStoppingConditionsTypeDef
- See LabelingJobAlgorithmsConfigOutputTypeDef
- See HumanTaskConfigOutputTypeDef
- See TagTypeDef
- See LabelingJobOutputTypeDef
- 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)- See JupyterServerAppSettingsOutputTypeDef
- See KernelGatewayAppSettingsOutputTypeDef
- See SpaceCodeEditorAppSettingsTypeDef
- See SpaceJupyterLabAppSettingsOutputTypeDef
- See AppTypeType
- See SpaceStorageSettingsTypeDef
- 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)- See ModelArtifactsTypeDef
- See TrainingJobStatusType
- See SecondaryStatusType
- See AlgorithmSpecificationOutputTypeDef
- See ChannelOutputTypeDef
- See OutputDataConfigTypeDef
- See ResourceConfigOutputTypeDef
- See WarmPoolStatusTypeDef
- See VpcConfigOutputTypeDef
- See StoppingConditionTypeDef
- See SecondaryStatusTransitionTypeDef
- See MetricDataTypeDef
- See CheckpointConfigTypeDef
- See DebugHookConfigOutputTypeDef
- See ExperimentConfigTypeDef
- See DebugRuleConfigurationOutputTypeDef
- See TensorBoardOutputConfigTypeDef
- See DebugRuleEvaluationStatusTypeDef
- See ProfilerConfigOutputTypeDef
- See ProfilerRuleConfigurationOutputTypeDef
- See ProfilerRuleEvaluationStatusTypeDef
- See ProfilingStatusType
- See RetryStrategyTypeDef
- See RemoteDebugConfigTypeDef
- See InfraCheckConfigTypeDef
- 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)- See ModelArtifactsTypeDef
- See TrainingJobStatusType
- See SecondaryStatusType
- See AlgorithmSpecificationOutputTypeDef
- See ChannelOutputTypeDef
- See OutputDataConfigTypeDef
- See ResourceConfigOutputTypeDef
- See VpcConfigOutputTypeDef
- See StoppingConditionTypeDef
- See SecondaryStatusTransitionTypeDef
- See MetricDataTypeDef
- See CheckpointConfigTypeDef
- See DebugHookConfigOutputTypeDef
- See ExperimentConfigTypeDef
- See DebugRuleConfigurationOutputTypeDef
- See TensorBoardOutputConfigTypeDef
- See DebugRuleEvaluationStatusTypeDef
- See ProfilerConfigOutputTypeDef
- See RetryStrategyTypeDef
- 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)- See TransformInputTypeDef
- See TransformOutputTypeDef
- See TransformResourcesTypeDef
- See ModelClientConfigTypeDef
- See BatchStrategyType
- See BatchDataCaptureConfigTypeDef
- See DataProcessingTypeDef
- See TagTypeDef
- 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)- See TransformJobStatusType
- See ModelClientConfigTypeDef
- See BatchStrategyType
- See TransformInputTypeDef
- See TransformOutputTypeDef
- See BatchDataCaptureConfigTypeDef
- See TransformResourcesTypeDef
- See DataProcessingTypeDef
- See ExperimentConfigTypeDef
- 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]],- See BatchStrategyType
- See TransformInputTypeDef
- See TransformOutputTypeDef
- 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]],- See BatchStrategyType
- See TransformInputTypeDef
- See TransformOutputTypeDef
- 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)- See TransformJobStatusType
- See ModelClientConfigTypeDef
- See BatchStrategyType
- See TransformInputTypeDef
- See TransformOutputTypeDef
- See BatchDataCaptureConfigTypeDef
- See TransformResourcesTypeDef
- See DataProcessingTypeDef
- See ExperimentConfigTypeDef
- 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)- See DomainStatusType
- See AuthModeType
- See UserSettingsOutputTypeDef
- See DomainSettingsOutputTypeDef
- See AppNetworkAccessTypeType
- See AppSecurityGroupManagementType
- See TagPropagationType
- See DefaultSpaceSettingsOutputTypeDef
- 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)AsyncInferenceConfigTypeDef#
# AsyncInferenceConfigTypeDef definition
class AsyncInferenceConfigTypeDef(TypedDict):
OutputConfig: AsyncInferenceOutputConfigUnionTypeDef, # (2)
ClientConfig: NotRequired[AsyncInferenceClientConfigTypeDef], # (1)- See AsyncInferenceClientConfigTypeDef
- 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)- See AutoMLJobChannelTypeDef
- See AutoMLOutputDataConfigTypeDef
- See AutoMLJobObjectiveTypeDef
- See AutoMLProblemTypeConfigOutputTypeDef
- See AutoMLProblemTypeConfigNameType
- See AutoMLPartialFailureReasonTypeDef
- See AutoMLCandidateTypeDef
- See AutoMLJobStatusType
- See AutoMLJobSecondaryStatusType
- See AutoMLJobArtifactsTypeDef
- See AutoMLResolvedAttributesTypeDef
- See ModelDeployConfigTypeDef
- See ModelDeployResultTypeDef
- See AutoMLDataSplitConfigTypeDef
- See AutoMLSecurityConfigOutputTypeDef
- See AutoMLComputeConfigTypeDef
- 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],- See CandidateGenerationConfigTypeDef CandidateGenerationConfigOutputTypeDef
- See AutoMLJobCompletionCriteriaTypeDef
- See AutoMLModeType
- 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)- See AutoMLJobCompletionCriteriaTypeDef
- See TimeSeriesTransformationsTypeDef TimeSeriesTransformationsOutputTypeDef
- See TimeSeriesConfigTypeDef TimeSeriesConfigOutputTypeDef
- See HolidayConfigAttributesTypeDef
- See CandidateGenerationConfigTypeDef CandidateGenerationConfigOutputTypeDef
ListPipelineExecutionStepsResponseTypeDef#
# ListPipelineExecutionStepsResponseTypeDef definition
class ListPipelineExecutionStepsResponseTypeDef(TypedDict):
PipelineExecutionSteps: List[PipelineExecutionStepTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],CreateEndpointInputRequestTypeDef#
# CreateEndpointInputRequestTypeDef definition
class CreateEndpointInputRequestTypeDef(TypedDict):
EndpointName: str,
EndpointConfigName: str,
DeploymentConfig: NotRequired[DeploymentConfigTypeDef], # (1)
Tags: NotRequired[Sequence[TagTypeDef]], # (2)- See DeploymentConfigTypeDef
- 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],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)- See RecommendationJobTypeType
- See RecommendationJobStatusType
- See RecommendationJobInputConfigOutputTypeDef
- See RecommendationJobStoppingConditionsOutputTypeDef
- See InferenceRecommendationTypeDef
- See EndpointPerformanceTypeDef
- 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],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],- See HyperParameterTuningJobStrategyTypeType
- See HyperParameterTuningJobStrategyConfigTypeDef
- See HyperParameterTuningJobObjectiveTypeDef
- See ResourceLimitsTypeDef
- See ParameterRangesTypeDef ParameterRangesOutputTypeDef
- See TrainingJobEarlyStoppingTypeType
- See TuningJobCompletionCriteriaTypeDef
EndpointInputConfigurationTypeDef#
# EndpointInputConfigurationTypeDef definition
class EndpointInputConfigurationTypeDef(TypedDict):
InstanceType: NotRequired[ProductionVariantInstanceTypeType], # (1)
ServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef], # (2)
InferenceSpecificationName: NotRequired[str],
EnvironmentParameterRanges: NotRequired[EnvironmentParameterRangesUnionTypeDef], # (3)- See ProductionVariantInstanceTypeType
- See ProductionVariantServerlessConfigTypeDef
- 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)- See ProductionVariantTypeDef
- See DataCaptureConfigOutputTypeDef
- See AsyncInferenceConfigOutputTypeDef
- See ExplainerConfigOutputTypeDef
- See ProductionVariantTypeDef
- See VpcConfigOutputTypeDef
- 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)- See ProductionVariantSummaryTypeDef
- See DataCaptureConfigSummaryTypeDef
- See EndpointStatusType
- See DeploymentConfigOutputTypeDef
- See AsyncInferenceConfigOutputTypeDef
- See PendingDeploymentSummaryTypeDef
- See ExplainerConfigOutputTypeDef
- See ProductionVariantSummaryTypeDef
- See ResponseMetadataTypeDef
ExplainerConfigTypeDef#
# ExplainerConfigTypeDef definition
class ExplainerConfigTypeDef(TypedDict):
ClarifyExplainerConfig: NotRequired[ClarifyExplainerConfigUnionTypeDef], # (1)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)- See AutoMLJobCompletionCriteriaTypeDef
- See AutoMLSecurityConfigTypeDef AutoMLSecurityConfigOutputTypeDef
- See AutoMLCandidateGenerationConfigTypeDef AutoMLCandidateGenerationConfigOutputTypeDef
- See AutoMLDataSplitConfigTypeDef
- See AutoMLModeType
LabelingJobAlgorithmsConfigTypeDef#
# LabelingJobAlgorithmsConfigTypeDef definition
class LabelingJobAlgorithmsConfigTypeDef(TypedDict):
LabelingJobAlgorithmSpecificationArn: str,
InitialActiveLearningModelArn: NotRequired[str],
LabelingJobResourceConfig: NotRequired[LabelingJobResourceConfigUnionTypeDef], # (1)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)- See HyperParameterTuningJobConfigOutputTypeDef
- See HyperParameterTrainingJobDefinitionOutputTypeDef
- See HyperParameterTrainingJobDefinitionOutputTypeDef
- See HyperParameterTuningJobStatusType
- See TrainingJobStatusCountersTypeDef
- See ObjectiveStatusCountersTypeDef
- See HyperParameterTrainingJobSummaryTypeDef
- See HyperParameterTrainingJobSummaryTypeDef
- See HyperParameterTuningJobWarmStartConfigOutputTypeDef
- See AutotuneTypeDef
- See HyperParameterTuningJobCompletionDetailsTypeDef
- See HyperParameterTuningJobConsumedResourcesTypeDef
- 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)- See HyperParameterTuningJobConfigOutputTypeDef
- See HyperParameterTrainingJobDefinitionOutputTypeDef
- See HyperParameterTrainingJobDefinitionOutputTypeDef
- See HyperParameterTuningJobStatusType
- See TrainingJobStatusCountersTypeDef
- See ObjectiveStatusCountersTypeDef
- See HyperParameterTrainingJobSummaryTypeDef
- See HyperParameterTrainingJobSummaryTypeDef
- See HyperParameterTuningJobWarmStartConfigOutputTypeDef
- See HyperParameterTuningJobCompletionDetailsTypeDef
- See HyperParameterTuningJobConsumedResourcesTypeDef
- See TagTypeDef
ListSpacesResponseTypeDef#
# ListSpacesResponseTypeDef definition
class ListSpacesResponseTypeDef(TypedDict):
Spaces: List[SpaceDetailsTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],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)- See JupyterServerAppSettingsTypeDef JupyterServerAppSettingsOutputTypeDef
- See KernelGatewayAppSettingsTypeDef KernelGatewayAppSettingsOutputTypeDef
- See JupyterLabAppSettingsTypeDef JupyterLabAppSettingsOutputTypeDef
- See DefaultSpaceStorageSettingsTypeDef
- See CustomPosixUserConfigTypeDef
- See CustomFileSystemConfigTypeDef
ListInferenceRecommendationsJobStepsResponseTypeDef#
# ListInferenceRecommendationsJobStepsResponseTypeDef definition
class ListInferenceRecommendationsJobStepsResponseTypeDef(TypedDict):
Steps: List[InferenceRecommendationsJobStepTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],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)- See SharingSettingsTypeDef
- See JupyterServerAppSettingsTypeDef JupyterServerAppSettingsOutputTypeDef
- See KernelGatewayAppSettingsTypeDef KernelGatewayAppSettingsOutputTypeDef
- See TensorBoardAppSettingsTypeDef
- See RStudioServerProAppSettingsTypeDef
- See RSessionAppSettingsTypeDef RSessionAppSettingsOutputTypeDef
- See CanvasAppSettingsTypeDef CanvasAppSettingsOutputTypeDef
- See CodeEditorAppSettingsTypeDef CodeEditorAppSettingsOutputTypeDef
- See JupyterLabAppSettingsTypeDef JupyterLabAppSettingsOutputTypeDef
- See DefaultSpaceStorageSettingsTypeDef
- See StudioWebPortalType
- See CustomPosixUserConfigTypeDef
- See CustomFileSystemConfigTypeDef
- See StudioWebPortalSettingsTypeDef StudioWebPortalSettingsOutputTypeDef
- See AutoMountHomeEFSType
DescribeWorkteamResponseTypeDef#
# DescribeWorkteamResponseTypeDef definition
class DescribeWorkteamResponseTypeDef(TypedDict):
Workteam: WorkteamTypeDef, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)ListWorkteamsResponseTypeDef#
# ListWorkteamsResponseTypeDef definition
class ListWorkteamsResponseTypeDef(TypedDict):
Workteams: List[WorkteamTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],UpdateWorkteamResponseTypeDef#
# UpdateWorkteamResponseTypeDef definition
class UpdateWorkteamResponseTypeDef(TypedDict):
Workteam: WorkteamTypeDef, # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)ListLabelingJobsResponseTypeDef#
# ListLabelingJobsResponseTypeDef definition
class ListLabelingJobsResponseTypeDef(TypedDict):
LabelingJobSummaryList: List[LabelingJobSummaryTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],DynamicScalingConfigurationTypeDef#
# DynamicScalingConfigurationTypeDef definition
class DynamicScalingConfigurationTypeDef(TypedDict):
MinCapacity: NotRequired[int],
MaxCapacity: NotRequired[int],
ScaleInCooldown: NotRequired[int],
ScaleOutCooldown: NotRequired[int],
ScalingPolicies: NotRequired[List[ScalingPolicyTypeDef]], # (1)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)- See ContainerDefinitionOutputTypeDef
- See ContainerDefinitionOutputTypeDef
- See InferenceExecutionConfigTypeDef
- See VpcConfigOutputTypeDef
- See DeploymentRecommendationTypeDef
- 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)- See ContainerDefinitionOutputTypeDef
- See ContainerDefinitionOutputTypeDef
- See InferenceExecutionConfigTypeDef
- See VpcConfigOutputTypeDef
- See TagTypeDef
- 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]],- See ModelPackageContainerDefinitionOutputTypeDef
- See TransformInstanceTypeType
- 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]],- See ModelPackageContainerDefinitionOutputTypeDef
- See TransformInstanceTypeType
- See ProductionVariantInstanceTypeType
SourceAlgorithmSpecificationOutputTypeDef#
# SourceAlgorithmSpecificationOutputTypeDef definition
class SourceAlgorithmSpecificationOutputTypeDef(TypedDict):
SourceAlgorithms: List[SourceAlgorithmTypeDef], # (1)SourceAlgorithmSpecificationTypeDef#
# SourceAlgorithmSpecificationTypeDef definition
class SourceAlgorithmSpecificationTypeDef(TypedDict):
SourceAlgorithms: Sequence[SourceAlgorithmTypeDef], # (1)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)- See OptimizationJobModelSourceTypeDef
- See OptimizationJobDeploymentInstanceTypeType
- See OptimizationConfigTypeDef OptimizationConfigOutputTypeDef
- See OptimizationJobOutputConfigTypeDef
- See StoppingConditionTypeDef
- See TagTypeDef
- 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)- See DataQualityBaselineConfigTypeDef
- See DataQualityAppSpecificationOutputTypeDef
- See DataQualityJobInputOutputTypeDef
- See MonitoringOutputConfigOutputTypeDef
- See MonitoringResourcesTypeDef
- See MonitoringNetworkConfigOutputTypeDef
- See MonitoringStoppingConditionTypeDef
- 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)- See ModelBiasBaselineConfigTypeDef
- See ModelBiasAppSpecificationOutputTypeDef
- See ModelBiasJobInputOutputTypeDef
- See MonitoringOutputConfigOutputTypeDef
- See MonitoringResourcesTypeDef
- See MonitoringNetworkConfigOutputTypeDef
- See MonitoringStoppingConditionTypeDef
- 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)- See ModelExplainabilityBaselineConfigTypeDef
- See ModelExplainabilityAppSpecificationOutputTypeDef
- See ModelExplainabilityJobInputOutputTypeDef
- See MonitoringOutputConfigOutputTypeDef
- See MonitoringResourcesTypeDef
- See MonitoringNetworkConfigOutputTypeDef
- See MonitoringStoppingConditionTypeDef
- 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)- See ModelQualityBaselineConfigTypeDef
- See ModelQualityAppSpecificationOutputTypeDef
- See ModelQualityJobInputOutputTypeDef
- See MonitoringOutputConfigOutputTypeDef
- See MonitoringResourcesTypeDef
- See MonitoringNetworkConfigOutputTypeDef
- See MonitoringStoppingConditionTypeDef
- 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)- See MonitoringBaselineConfigTypeDef
- See MonitoringInputOutputTypeDef
- See MonitoringOutputConfigOutputTypeDef
- See MonitoringResourcesTypeDef
- See MonitoringAppSpecificationOutputTypeDef
- See MonitoringStoppingConditionTypeDef
- 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)- See MemberDefinitionTypeDef MemberDefinitionOutputTypeDef
- See NotificationConfigurationTypeDef
- See WorkerAccessConfigurationTypeDef
- 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)- See DataSourceTypeDef DataSourceOutputTypeDef
- See CompressionTypeType
- See RecordWrapperType
- See TrainingInputModeType
- 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)- See SpaceStatusType
- See SpaceSettingsOutputTypeDef
- See OwnershipSettingsTypeDef
- See SpaceSharingSettingsTypeDef
- 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)- See JupyterServerAppSettingsTypeDef JupyterServerAppSettingsOutputTypeDef
- See KernelGatewayAppSettingsTypeDef KernelGatewayAppSettingsOutputTypeDef
- See SpaceCodeEditorAppSettingsTypeDef
- See SpaceJupyterLabAppSettingsTypeDef SpaceJupyterLabAppSettingsOutputTypeDef
- See AppTypeType
- See SpaceStorageSettingsTypeDef
- See CustomFileSystemTypeDef
AlgorithmValidationProfileOutputTypeDef#
# AlgorithmValidationProfileOutputTypeDef definition
class AlgorithmValidationProfileOutputTypeDef(TypedDict):
ProfileName: str,
TrainingJobDefinition: TrainingJobDefinitionOutputTypeDef, # (1)
TransformJobDefinition: NotRequired[TransformJobDefinitionOutputTypeDef], # (2)ModelPackageValidationProfileOutputTypeDef#
# ModelPackageValidationProfileOutputTypeDef definition
class ModelPackageValidationProfileOutputTypeDef(TypedDict):
ProfileName: str,
TransformJobDefinition: TransformJobDefinitionOutputTypeDef, # (1)TrialComponentSourceDetailTypeDef#
# TrialComponentSourceDetailTypeDef definition
class TrialComponentSourceDetailTypeDef(TypedDict):
SourceArn: NotRequired[str],
TrainingJob: NotRequired[TrainingJobTypeDef], # (1)
ProcessingJob: NotRequired[ProcessingJobTypeDef], # (2)
TransformJob: NotRequired[TransformJobTypeDef], # (3)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],- See ProductionVariantTypeDef
- See DataCaptureConfigTypeDef
- See TagTypeDef
- See AsyncInferenceConfigTypeDef
- See ExplainerConfigTypeDef
- See ProductionVariantTypeDef
- 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)- See AutoMLChannelTypeDef
- See AutoMLOutputDataConfigTypeDef
- See ProblemTypeType
- See AutoMLJobObjectiveTypeDef
- See AutoMLJobConfigTypeDef
- See TagTypeDef
- 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)- See LabelingJobInputConfigTypeDef
- See LabelingJobOutputConfigTypeDef
- See HumanTaskConfigTypeDef
- See LabelingJobStoppingConditionsTypeDef
- See LabelingJobAlgorithmsConfigTypeDef
- 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)- See AuthModeType
- See UserSettingsTypeDef
- See DomainSettingsTypeDef
- See TagTypeDef
- See AppNetworkAccessTypeType
- See AppSecurityGroupManagementType
- See TagPropagationType
- 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)- See TagTypeDef
- 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)- See UserSettingsTypeDef
- See DomainSettingsForUpdateTypeDef
- See AppSecurityGroupManagementType
- See DefaultSpaceSettingsTypeDef
- See AppNetworkAccessTypeType
- See TagPropagationType
UpdateUserProfileRequestRequestTypeDef#
# UpdateUserProfileRequestRequestTypeDef definition
class UpdateUserProfileRequestRequestTypeDef(TypedDict):
DomainId: str,
UserProfileName: str,
UserSettings: NotRequired[UserSettingsTypeDef], # (1)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)- See ScalingPolicyObjectiveTypeDef
- See ScalingPolicyMetricTypeDef
- See DynamicScalingConfigurationTypeDef
- 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],- See ContainerDefinitionTypeDef
- See ContainerDefinitionTypeDef ContainerDefinitionOutputTypeDef
- See InferenceExecutionConfigTypeDef
- See TagTypeDef
- 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)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]],- See ModelPackageContainerDefinitionTypeDef ModelPackageContainerDefinitionOutputTypeDef
- See TransformInstanceTypeType
- 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]],- See ModelPackageContainerDefinitionTypeDef ModelPackageContainerDefinitionOutputTypeDef
- See TransformInstanceTypeType
- See ProductionVariantInstanceTypeType
MonitoringScheduleConfigOutputTypeDef#
# MonitoringScheduleConfigOutputTypeDef definition
class MonitoringScheduleConfigOutputTypeDef(TypedDict):
ScheduleConfig: NotRequired[ScheduleConfigTypeDef], # (1)
MonitoringJobDefinition: NotRequired[MonitoringJobDefinitionOutputTypeDef], # (2)
MonitoringJobDefinitionName: NotRequired[str],
MonitoringType: NotRequired[MonitoringTypeType], # (3)DataQualityJobInputTypeDef#
# DataQualityJobInputTypeDef definition
class DataQualityJobInputTypeDef(TypedDict):
EndpointInput: NotRequired[EndpointInputTypeDef], # (1)
BatchTransformInput: NotRequired[BatchTransformInputUnionTypeDef], # (2)ModelBiasJobInputTypeDef#
# ModelBiasJobInputTypeDef definition
class ModelBiasJobInputTypeDef(TypedDict):
GroundTruthS3Input: MonitoringGroundTruthS3InputTypeDef, # (3)
EndpointInput: NotRequired[EndpointInputTypeDef], # (1)
BatchTransformInput: NotRequired[BatchTransformInputUnionTypeDef], # (2)- See EndpointInputTypeDef
- See BatchTransformInputTypeDef BatchTransformInputOutputTypeDef
- See MonitoringGroundTruthS3InputTypeDef
ModelExplainabilityJobInputTypeDef#
# ModelExplainabilityJobInputTypeDef definition
class ModelExplainabilityJobInputTypeDef(TypedDict):
EndpointInput: NotRequired[EndpointInputTypeDef], # (1)
BatchTransformInput: NotRequired[BatchTransformInputUnionTypeDef], # (2)ModelQualityJobInputTypeDef#
# ModelQualityJobInputTypeDef definition
class ModelQualityJobInputTypeDef(TypedDict):
GroundTruthS3Input: MonitoringGroundTruthS3InputTypeDef, # (3)
EndpointInput: NotRequired[EndpointInputTypeDef], # (1)
BatchTransformInput: NotRequired[BatchTransformInputUnionTypeDef], # (2)- See EndpointInputTypeDef
- See BatchTransformInputTypeDef BatchTransformInputOutputTypeDef
- See MonitoringGroundTruthS3InputTypeDef
MonitoringInputTypeDef#
# MonitoringInputTypeDef definition
class MonitoringInputTypeDef(TypedDict):
EndpointInput: NotRequired[EndpointInputTypeDef], # (1)
BatchTransformInput: NotRequired[BatchTransformInputUnionTypeDef], # (2)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],- See TagTypeDef
- See SpaceSettingsTypeDef
- See OwnershipSettingsTypeDef
- See SpaceSharingSettingsTypeDef
UpdateSpaceRequestRequestTypeDef#
# UpdateSpaceRequestRequestTypeDef definition
class UpdateSpaceRequestRequestTypeDef(TypedDict):
DomainId: str,
SpaceName: str,
SpaceSettings: NotRequired[SpaceSettingsTypeDef], # (1)
SpaceDisplayName: NotRequired[str],AlgorithmValidationSpecificationOutputTypeDef#
# AlgorithmValidationSpecificationOutputTypeDef definition
class AlgorithmValidationSpecificationOutputTypeDef(TypedDict):
ValidationRole: str,
ValidationProfiles: List[AlgorithmValidationProfileOutputTypeDef], # (1)ModelPackageValidationSpecificationOutputTypeDef#
# ModelPackageValidationSpecificationOutputTypeDef definition
class ModelPackageValidationSpecificationOutputTypeDef(TypedDict):
ValidationRole: str,
ValidationProfiles: List[ModelPackageValidationProfileOutputTypeDef], # (1)ModelPackageValidationProfileTypeDef#
# ModelPackageValidationProfileTypeDef definition
class ModelPackageValidationProfileTypeDef(TypedDict):
ProfileName: str,
TransformJobDefinition: TransformJobDefinitionUnionTypeDef, # (1)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],- See TrialComponentSourceTypeDef
- See TrialComponentStatusTypeDef
- See UserContextTypeDef
- See UserContextTypeDef
- See TrialComponentParameterValueTypeDef
- See TrialComponentArtifactTypeDef
- See TrialComponentArtifactTypeDef
- See TrialComponentMetricSummaryTypeDef
- See MetadataPropertiesTypeDef
- See TrialComponentSourceDetailTypeDef
- See TagTypeDef
- 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)- See ImageClassificationJobConfigTypeDef
- See TextClassificationJobConfigTypeDef
- See TimeSeriesForecastingJobConfigTypeDef TimeSeriesForecastingJobConfigOutputTypeDef
- See TabularJobConfigTypeDef TabularJobConfigOutputTypeDef
- 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)- See HyperParameterSpecificationTypeDef HyperParameterSpecificationOutputTypeDef
- See TrainingInstanceTypeType
- See MetricDefinitionTypeDef
- See ChannelSpecificationTypeDef ChannelSpecificationOutputTypeDef
- See HyperParameterTuningJobObjectiveTypeDef
- 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)- See TrafficPatternTypeDef TrafficPatternOutputTypeDef
- See RecommendationJobResourceLimitTypeDef
- See EndpointInputConfigurationTypeDef EndpointInputConfigurationOutputTypeDef
- See RecommendationJobContainerConfigTypeDef RecommendationJobContainerConfigOutputTypeDef
- See EndpointInfoTypeDef
- See RecommendationJobVpcConfigTypeDef RecommendationJobVpcConfigOutputTypeDef
BatchDescribeModelPackageOutputTypeDef#
# BatchDescribeModelPackageOutputTypeDef definition
class BatchDescribeModelPackageOutputTypeDef(TypedDict):
ModelPackageSummaries: Dict[str, BatchDescribeModelPackageSummaryTypeDef], # (1)
BatchDescribeModelPackageErrorMap: Dict[str, BatchDescribeModelPackageErrorTypeDef], # (2)
ResponseMetadata: ResponseMetadataTypeDef, # (3)- See BatchDescribeModelPackageSummaryTypeDef
- See BatchDescribeModelPackageErrorTypeDef
- 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],- See ModelApprovalStatusType
- See AdditionalInferenceSpecificationDefinitionTypeDef
- See InferenceSpecificationTypeDef
- See ModelPackageModelCardTypeDef
- 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)- See ScheduleStatusType
- See MonitoringTypeType
- See MonitoringScheduleConfigOutputTypeDef
- See MonitoringExecutionSummaryTypeDef
- 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)- See ScheduleStatusType
- See MonitoringTypeType
- See MonitoringScheduleConfigOutputTypeDef
- See MonitoringAlertSummaryTypeDef
- See MonitoringExecutionSummaryTypeDef
- 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)- See ScheduleStatusType
- See MonitoringTypeType
- See MonitoringScheduleConfigOutputTypeDef
- See MonitoringExecutionSummaryTypeDef
- 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)- See DataQualityAppSpecificationTypeDef
- See DataQualityJobInputTypeDef
- See MonitoringOutputConfigTypeDef
- See MonitoringResourcesTypeDef
- See DataQualityBaselineConfigTypeDef
- See MonitoringNetworkConfigTypeDef
- See MonitoringStoppingConditionTypeDef
- 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)- See ModelBiasAppSpecificationTypeDef
- See ModelBiasJobInputTypeDef
- See MonitoringOutputConfigTypeDef
- See MonitoringResourcesTypeDef
- See ModelBiasBaselineConfigTypeDef
- See MonitoringNetworkConfigTypeDef
- See MonitoringStoppingConditionTypeDef
- 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)- See ModelExplainabilityAppSpecificationTypeDef
- See ModelExplainabilityJobInputTypeDef
- See MonitoringOutputConfigTypeDef
- See MonitoringResourcesTypeDef
- See ModelExplainabilityBaselineConfigTypeDef
- See MonitoringNetworkConfigTypeDef
- See MonitoringStoppingConditionTypeDef
- 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)- See ModelQualityAppSpecificationTypeDef
- See ModelQualityJobInputTypeDef
- See MonitoringOutputConfigTypeDef
- See MonitoringResourcesTypeDef
- See ModelQualityBaselineConfigTypeDef
- See MonitoringNetworkConfigTypeDef
- See MonitoringStoppingConditionTypeDef
- 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)- See AlgorithmSpecificationTypeDef
- See OutputDataConfigTypeDef
- See ResourceConfigTypeDef
- See StoppingConditionTypeDef
- See ChannelTypeDef ChannelOutputTypeDef
- See VpcConfigTypeDef
- See TagTypeDef
- See CheckpointConfigTypeDef
- See DebugHookConfigTypeDef
- See DebugRuleConfigurationTypeDef DebugRuleConfigurationOutputTypeDef
- See TensorBoardOutputConfigTypeDef
- See ExperimentConfigTypeDef
- See ProfilerConfigTypeDef
- See ProfilerRuleConfigurationTypeDef ProfilerRuleConfigurationOutputTypeDef
- See RetryStrategyTypeDef
- See RemoteDebugConfigTypeDef
- See InfraCheckConfigTypeDef
- 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]],- See HyperParameterTuningJobObjectiveTypeDef
- See ParameterRangesTypeDef ParameterRangesOutputTypeDef
- See HyperParameterAlgorithmSpecificationTypeDef HyperParameterAlgorithmSpecificationOutputTypeDef
- See ChannelTypeDef ChannelOutputTypeDef
- See VpcConfigTypeDef VpcConfigOutputTypeDef
- See OutputDataConfigTypeDef
- See ResourceConfigTypeDef ResourceConfigOutputTypeDef
- See HyperParameterTuningResourceConfigTypeDef HyperParameterTuningResourceConfigOutputTypeDef
- See StoppingConditionTypeDef
- See CheckpointConfigTypeDef
- 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]],- See TrainingInputModeType
- See ChannelTypeDef ChannelOutputTypeDef
- See OutputDataConfigTypeDef
- See ResourceConfigTypeDef ResourceConfigOutputTypeDef
- 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)- See TrainingSpecificationOutputTypeDef
- See InferenceSpecificationOutputTypeDef
- See AlgorithmValidationSpecificationOutputTypeDef
- See AlgorithmStatusType
- See AlgorithmStatusDetailsTypeDef
- 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)- See InferenceSpecificationOutputTypeDef
- See SourceAlgorithmSpecificationOutputTypeDef
- See ModelPackageValidationSpecificationOutputTypeDef
- See ModelPackageStatusType
- See ModelPackageStatusDetailsTypeDef
- See ModelApprovalStatusType
- See UserContextTypeDef
- See MetadataPropertiesTypeDef
- See ModelMetricsTypeDef
- See UserContextTypeDef
- See DriftCheckBaselinesTypeDef
- See AdditionalInferenceSpecificationDefinitionOutputTypeDef
- See SkipModelValidationType
- See ModelPackageSecurityConfigTypeDef
- See ModelPackageModelCardTypeDef
- See ModelLifeCycleTypeDef
- 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)- See InferenceSpecificationOutputTypeDef
- See SourceAlgorithmSpecificationOutputTypeDef
- See ModelPackageValidationSpecificationOutputTypeDef
- See ModelPackageStatusType
- See ModelPackageStatusDetailsTypeDef
- See ModelApprovalStatusType
- See UserContextTypeDef
- See MetadataPropertiesTypeDef
- See ModelMetricsTypeDef
- See UserContextTypeDef
- See AdditionalInferenceSpecificationDefinitionOutputTypeDef
- See ModelPackageSecurityConfigTypeDef
- See ModelPackageModelCardTypeDef
- See ModelLifeCycleTypeDef
- See TagTypeDef
- See DriftCheckBaselinesTypeDef
- 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)- See AutoMLJobChannelTypeDef
- See AutoMLOutputDataConfigTypeDef
- See AutoMLProblemTypeConfigTypeDef
- See TagTypeDef
- See AutoMLSecurityConfigTypeDef
- See AutoMLJobObjectiveTypeDef
- See ModelDeployConfigTypeDef
- See AutoMLDataSplitConfigTypeDef
- 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)- See RecommendationJobTypeType
- See RecommendationJobInputConfigTypeDef
- See RecommendationJobStoppingConditionsTypeDef
- See RecommendationJobOutputConfigTypeDef
- 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)- See ModelTypeDef
- See ModelDashboardEndpointTypeDef
- See TransformJobTypeDef
- See ModelDashboardMonitoringScheduleTypeDef
- 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)- See ProductionVariantSummaryTypeDef
- See DataCaptureConfigSummaryTypeDef
- See EndpointStatusType
- See MonitoringScheduleTypeDef
- See TagTypeDef
- 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)- See MonitoringBaselineConfigTypeDef
- See MonitoringInputTypeDef MonitoringInputOutputTypeDef
- See MonitoringOutputConfigTypeDef MonitoringOutputConfigOutputTypeDef
- See MonitoringResourcesTypeDef
- See MonitoringAppSpecificationTypeDef MonitoringAppSpecificationOutputTypeDef
- See MonitoringStoppingConditionTypeDef
- See NetworkConfigTypeDef NetworkConfigOutputTypeDef
ModelPackageValidationSpecificationTypeDef#
# ModelPackageValidationSpecificationTypeDef definition
class ModelPackageValidationSpecificationTypeDef(TypedDict):
ValidationRole: str,
ValidationProfiles: Sequence[ModelPackageValidationProfileUnionTypeDef], # (1)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)- See TrainingJobTypeDef
- See ExperimentTypeDef
- See TrialTypeDef
- See TrialComponentTypeDef
- See EndpointTypeDef
- See ModelPackageTypeDef
- See ModelPackageGroupTypeDef
- See PipelineTypeDef
- See PipelineExecutionTypeDef
- See FeatureGroupTypeDef
- See FeatureMetadataTypeDef
- See ProjectTypeDef
- See HyperParameterTuningJobSearchEntityTypeDef
- See ModelCardTypeDef
- 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)- See HyperParameterTuningJobConfigTypeDef
- See HyperParameterTrainingJobDefinitionTypeDef
- See HyperParameterTrainingJobDefinitionTypeDef HyperParameterTrainingJobDefinitionOutputTypeDef
- See HyperParameterTuningJobWarmStartConfigTypeDef
- See TagTypeDef
- See AutotuneTypeDef
AlgorithmValidationProfileTypeDef#
# AlgorithmValidationProfileTypeDef definition
class AlgorithmValidationProfileTypeDef(TypedDict):
ProfileName: str,
TrainingJobDefinition: TrainingJobDefinitionUnionTypeDef, # (1)
TransformJobDefinition: NotRequired[TransformJobDefinitionUnionTypeDef], # (2)- See TrainingJobDefinitionTypeDef TrainingJobDefinitionOutputTypeDef
- 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)- See InferenceSpecificationTypeDef
- See ModelPackageValidationSpecificationTypeDef
- See SourceAlgorithmSpecificationTypeDef
- See TagTypeDef
- See ModelApprovalStatusType
- See MetadataPropertiesTypeDef
- See ModelMetricsTypeDef
- See DriftCheckBaselinesTypeDef
- See AdditionalInferenceSpecificationDefinitionTypeDef AdditionalInferenceSpecificationDefinitionOutputTypeDef
- See SkipModelValidationType
- See ModelPackageSecurityConfigTypeDef
- See ModelPackageModelCardTypeDef
- See ModelLifeCycleTypeDef
SearchResponseTypeDef#
# SearchResponseTypeDef definition
class SearchResponseTypeDef(TypedDict):
Results: List[SearchRecordTypeDef], # (1)
ResponseMetadata: ResponseMetadataTypeDef, # (2)
NextToken: NotRequired[str],MonitoringScheduleConfigTypeDef#
# MonitoringScheduleConfigTypeDef definition
class MonitoringScheduleConfigTypeDef(TypedDict):
ScheduleConfig: NotRequired[ScheduleConfigTypeDef], # (1)
MonitoringJobDefinition: NotRequired[MonitoringJobDefinitionUnionTypeDef], # (2)
MonitoringJobDefinitionName: NotRequired[str],
MonitoringType: NotRequired[MonitoringTypeType], # (3)- See ScheduleConfigTypeDef
- See MonitoringJobDefinitionTypeDef MonitoringJobDefinitionOutputTypeDef
- See MonitoringTypeType
CreateMonitoringScheduleRequestRequestTypeDef#
# CreateMonitoringScheduleRequestRequestTypeDef definition
class CreateMonitoringScheduleRequestRequestTypeDef(TypedDict):
MonitoringScheduleName: str,
MonitoringScheduleConfig: MonitoringScheduleConfigTypeDef, # (1)
Tags: NotRequired[Sequence[TagTypeDef]], # (2)UpdateMonitoringScheduleRequestRequestTypeDef#
# UpdateMonitoringScheduleRequestRequestTypeDef definition
class UpdateMonitoringScheduleRequestRequestTypeDef(TypedDict):
MonitoringScheduleName: str,
MonitoringScheduleConfig: MonitoringScheduleConfigTypeDef, # (1)AlgorithmValidationSpecificationTypeDef#
# AlgorithmValidationSpecificationTypeDef definition
class AlgorithmValidationSpecificationTypeDef(TypedDict):
ValidationRole: str,
ValidationProfiles: Sequence[AlgorithmValidationProfileUnionTypeDef], # (1)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)