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Type definitions#

Index > SageMaker > Type definitions

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

TimestampTypeDef#

# TimestampTypeDef definition

TimestampTypeDef = Union[
    datetime,
    str,
]

ActionSourceTypeDef#

# ActionSourceTypeDef definition

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

AddAssociationRequestRequestTypeDef#

# AddAssociationRequestRequestTypeDef definition

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

ResponseMetadataTypeDef#

# ResponseMetadataTypeDef definition

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

TagTypeDef#

# TagTypeDef definition

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

AdditionalS3DataSourceTypeDef#

# AdditionalS3DataSourceTypeDef definition

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

AgentVersionTypeDef#

# AgentVersionTypeDef definition

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

AlarmTypeDef#

# AlarmTypeDef definition

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

MetricDefinitionTypeDef#

# MetricDefinitionTypeDef definition

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

AlgorithmStatusItemTypeDef#

# AlgorithmStatusItemTypeDef definition

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

AlgorithmSummaryTypeDef#

# AlgorithmSummaryTypeDef definition

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

AnnotationConsolidationConfigTypeDef#

# AnnotationConsolidationConfigTypeDef definition

class AnnotationConsolidationConfigTypeDef(TypedDict):
    AnnotationConsolidationLambdaArn: str,

ResourceSpecTypeDef#

# ResourceSpecTypeDef definition

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

AppSpecificationPaginatorTypeDef#

# AppSpecificationPaginatorTypeDef definition

class AppSpecificationPaginatorTypeDef(TypedDict):
    ImageUri: str,
    ContainerEntrypoint: NotRequired[List[str]],
    ContainerArguments: NotRequired[List[str]],

AppSpecificationTypeDef#

# AppSpecificationTypeDef definition

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

ArtifactSourceTypeTypeDef#

# ArtifactSourceTypeTypeDef definition

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

AssociateTrialComponentRequestRequestTypeDef#

# AssociateTrialComponentRequestRequestTypeDef definition

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

AsyncInferenceClientConfigTypeDef#

# AsyncInferenceClientConfigTypeDef definition

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

AsyncInferenceNotificationConfigTypeDef#

# AsyncInferenceNotificationConfigTypeDef definition

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

AthenaDatasetDefinitionTypeDef#

# AthenaDatasetDefinitionTypeDef definition

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

AutoMLAlgorithmConfigTypeDef#

# AutoMLAlgorithmConfigTypeDef definition

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

AutoMLCandidateStepTypeDef#

# AutoMLCandidateStepTypeDef definition

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

AutoMLContainerDefinitionTypeDef#

# AutoMLContainerDefinitionTypeDef definition

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

FinalAutoMLJobObjectiveMetricTypeDef#

# FinalAutoMLJobObjectiveMetricTypeDef definition

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

AutoMLS3DataSourceTypeDef#

# AutoMLS3DataSourceTypeDef definition

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

AutoMLDataSplitConfigTypeDef#

# AutoMLDataSplitConfigTypeDef definition

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

AutoMLJobArtifactsTypeDef#

# AutoMLJobArtifactsTypeDef definition

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

AutoMLJobCompletionCriteriaTypeDef#

# AutoMLJobCompletionCriteriaTypeDef definition

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

AutoMLJobObjectiveTypeDef#

# AutoMLJobObjectiveTypeDef definition

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

AutoMLJobStepMetadataTypeDef#

# AutoMLJobStepMetadataTypeDef definition

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

AutoMLPartialFailureReasonTypeDef#

# AutoMLPartialFailureReasonTypeDef definition

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

AutoMLOutputDataConfigTypeDef#

# AutoMLOutputDataConfigTypeDef definition

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

TabularResolvedAttributesTypeDef#

# TabularResolvedAttributesTypeDef definition

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

TextGenerationResolvedAttributesTypeDef#

# TextGenerationResolvedAttributesTypeDef definition

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

VpcConfigTypeDef#

# VpcConfigTypeDef definition

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

AutoParameterTypeDef#

# AutoParameterTypeDef definition

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

AutotuneTypeDef#

# AutotuneTypeDef definition

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

BatchDataCaptureConfigTypeDef#

# BatchDataCaptureConfigTypeDef definition

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

BatchDescribeModelPackageErrorTypeDef#

# BatchDescribeModelPackageErrorTypeDef definition

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

BatchDescribeModelPackageInputRequestTypeDef#

# BatchDescribeModelPackageInputRequestTypeDef definition

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

BestObjectiveNotImprovingTypeDef#

# BestObjectiveNotImprovingTypeDef definition

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

MetricsSourceTypeDef#

# MetricsSourceTypeDef definition

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

CacheHitResultTypeDef#

# CacheHitResultTypeDef definition

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

OutputParameterTypeDef#

# OutputParameterTypeDef definition

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

CandidateArtifactLocationsTypeDef#

# CandidateArtifactLocationsTypeDef definition

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

MetricDatumTypeDef#

# MetricDatumTypeDef definition

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

DirectDeploySettingsTypeDef#

# DirectDeploySettingsTypeDef definition

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

GenerativeAiSettingsTypeDef#

# GenerativeAiSettingsTypeDef definition

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

IdentityProviderOAuthSettingTypeDef#

# IdentityProviderOAuthSettingTypeDef definition

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

KendraSettingsTypeDef#

# KendraSettingsTypeDef definition

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

ModelRegisterSettingsTypeDef#

# ModelRegisterSettingsTypeDef definition

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

TimeSeriesForecastingSettingsTypeDef#

# TimeSeriesForecastingSettingsTypeDef definition

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

WorkspaceSettingsTypeDef#

# WorkspaceSettingsTypeDef definition

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

CapacitySizeTypeDef#

# CapacitySizeTypeDef definition

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

CaptureContentTypeHeaderTypeDef#

# CaptureContentTypeHeaderTypeDef definition

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

CaptureOptionTypeDef#

# CaptureOptionTypeDef definition

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

CategoricalParameterRangePaginatorTypeDef#

# CategoricalParameterRangePaginatorTypeDef definition

class CategoricalParameterRangePaginatorTypeDef(TypedDict):
    Name: str,
    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,

ChannelSpecificationTypeDef#

# ChannelSpecificationTypeDef definition

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

CheckpointConfigTypeDef#

# CheckpointConfigTypeDef definition

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

ClarifyCheckStepMetadataTypeDef#

# ClarifyCheckStepMetadataTypeDef definition

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

ClarifyInferenceConfigTypeDef#

# ClarifyInferenceConfigTypeDef definition

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

ClarifyShapBaselineConfigTypeDef#

# ClarifyShapBaselineConfigTypeDef definition

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

ClarifyTextConfigTypeDef#

# ClarifyTextConfigTypeDef definition

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

ClusterLifeCycleConfigTypeDef#

# ClusterLifeCycleConfigTypeDef definition

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

ClusterInstanceStatusDetailsTypeDef#

# ClusterInstanceStatusDetailsTypeDef definition

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

ClusterSummaryTypeDef#

# ClusterSummaryTypeDef definition

class ClusterSummaryTypeDef(TypedDict):
    ClusterArn: str,
    ClusterName: str,
    CreationTime: datetime,
    ClusterStatus: ClusterStatusType,  # (1)
  1. See ClusterStatusType

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,

CollectionConfigurationPaginatorTypeDef#

# CollectionConfigurationPaginatorTypeDef definition

class CollectionConfigurationPaginatorTypeDef(TypedDict):
    CollectionName: NotRequired[str],
    CollectionParameters: NotRequired[Dict[str, str]],

CollectionConfigurationTypeDef#

# CollectionConfigurationTypeDef definition

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

CompilationJobSummaryTypeDef#

# CompilationJobSummaryTypeDef definition

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

ConditionStepMetadataTypeDef#

# ConditionStepMetadataTypeDef definition

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

ContainerConfigPaginatorTypeDef#

# ContainerConfigPaginatorTypeDef definition

class ContainerConfigPaginatorTypeDef(TypedDict):
    ContainerArguments: NotRequired[List[str]],
    ContainerEntrypoint: NotRequired[List[str]],
    ContainerEnvironmentVariables: NotRequired[Dict[str, str]],

ContainerConfigTypeDef#

# ContainerConfigTypeDef definition

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

MultiModelConfigTypeDef#

# MultiModelConfigTypeDef definition

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

ContextSourceTypeDef#

# ContextSourceTypeDef definition

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

ContinuousParameterRangeSpecificationTypeDef#

# ContinuousParameterRangeSpecificationTypeDef definition

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

ContinuousParameterRangeTypeDef#

# ContinuousParameterRangeTypeDef definition

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

ConvergenceDetectedTypeDef#

# ConvergenceDetectedTypeDef definition

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

MetadataPropertiesTypeDef#

# MetadataPropertiesTypeDef definition

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

ModelDeployConfigTypeDef#

# ModelDeployConfigTypeDef definition

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

InputConfigTypeDef#

# InputConfigTypeDef definition

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

NeoVpcConfigTypeDef#

# NeoVpcConfigTypeDef definition

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

StoppingConditionTypeDef#

# StoppingConditionTypeDef definition

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

DataQualityAppSpecificationTypeDef#

# DataQualityAppSpecificationTypeDef definition

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

MonitoringStoppingConditionTypeDef#

# MonitoringStoppingConditionTypeDef definition

class MonitoringStoppingConditionTypeDef(TypedDict):
    MaxRuntimeInSeconds: int,

EdgeOutputConfigTypeDef#

# EdgeOutputConfigTypeDef definition

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

EdgeDeploymentModelConfigTypeDef#

# EdgeDeploymentModelConfigTypeDef definition

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

ThroughputConfigTypeDef#

# ThroughputConfigTypeDef definition

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

FlowDefinitionOutputConfigTypeDef#

# FlowDefinitionOutputConfigTypeDef definition

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

HumanLoopRequestSourceTypeDef#

# HumanLoopRequestSourceTypeDef definition

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

HubS3StorageConfigTypeDef#

# HubS3StorageConfigTypeDef definition

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

UiTemplateTypeDef#

# UiTemplateTypeDef definition

class UiTemplateTypeDef(TypedDict):
    Content: str,

CreateImageVersionRequestRequestTypeDef#

# CreateImageVersionRequestRequestTypeDef definition

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

InferenceComponentRuntimeConfigTypeDef#

# InferenceComponentRuntimeConfigTypeDef definition

class InferenceComponentRuntimeConfigTypeDef(TypedDict):
    CopyCount: int,

LabelingJobOutputConfigTypeDef#

# LabelingJobOutputConfigTypeDef definition

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

LabelingJobStoppingConditionsTypeDef#

# LabelingJobStoppingConditionsTypeDef definition

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

ModelBiasAppSpecificationTypeDef#

# ModelBiasAppSpecificationTypeDef definition

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

ModelCardExportOutputConfigTypeDef#

# ModelCardExportOutputConfigTypeDef definition

class ModelCardExportOutputConfigTypeDef(TypedDict):
    S3OutputPath: str,

ModelCardSecurityConfigTypeDef#

# ModelCardSecurityConfigTypeDef definition

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

ModelExplainabilityAppSpecificationTypeDef#

# ModelExplainabilityAppSpecificationTypeDef definition

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

InferenceExecutionConfigTypeDef#

# InferenceExecutionConfigTypeDef definition

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

ModelQualityAppSpecificationTypeDef#

# ModelQualityAppSpecificationTypeDef definition

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

InstanceMetadataServiceConfigurationTypeDef#

# InstanceMetadataServiceConfigurationTypeDef definition

class InstanceMetadataServiceConfigurationTypeDef(TypedDict):
    MinimumInstanceMetadataServiceVersion: str,

NotebookInstanceLifecycleHookTypeDef#

# NotebookInstanceLifecycleHookTypeDef definition

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

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],

CreatePresignedNotebookInstanceUrlInputRequestTypeDef#

# CreatePresignedNotebookInstanceUrlInputRequestTypeDef definition

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

ExperimentConfigTypeDef#

# ExperimentConfigTypeDef definition

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

ProcessingStoppingConditionTypeDef#

# ProcessingStoppingConditionTypeDef definition

class ProcessingStoppingConditionTypeDef(TypedDict):
    MaxRuntimeInSeconds: int,

OwnershipSettingsTypeDef#

# OwnershipSettingsTypeDef definition

class OwnershipSettingsTypeDef(TypedDict):
    OwnerUserProfileName: str,

SpaceSharingSettingsTypeDef#

# SpaceSharingSettingsTypeDef definition

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

DebugRuleConfigurationTypeDef#

# DebugRuleConfigurationTypeDef definition

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

InfraCheckConfigTypeDef#

# InfraCheckConfigTypeDef definition

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

OutputDataConfigTypeDef#

# OutputDataConfigTypeDef definition

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

ProfilerConfigTypeDef#

# ProfilerConfigTypeDef definition

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

ProfilerRuleConfigurationTypeDef#

# ProfilerRuleConfigurationTypeDef definition

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

RemoteDebugConfigTypeDef#

# RemoteDebugConfigTypeDef definition

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

RetryStrategyTypeDef#

# RetryStrategyTypeDef definition

class RetryStrategyTypeDef(TypedDict):
    MaximumRetryAttempts: int,

TensorBoardOutputConfigTypeDef#

# TensorBoardOutputConfigTypeDef definition

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

DataProcessingTypeDef#

# DataProcessingTypeDef definition

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

ModelClientConfigTypeDef#

# ModelClientConfigTypeDef definition

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

TransformOutputTypeDef#

# TransformOutputTypeDef definition

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

TransformResourcesTypeDef#

# TransformResourcesTypeDef definition

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

TrialComponentArtifactTypeDef#

# TrialComponentArtifactTypeDef definition

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

TrialComponentParameterValueTypeDef#

# TrialComponentParameterValueTypeDef definition

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

TrialComponentStatusTypeDef#

# TrialComponentStatusTypeDef definition

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

OidcConfigTypeDef#

# OidcConfigTypeDef definition

class OidcConfigTypeDef(TypedDict):
    ClientId: str,
    ClientSecret: str,
    Issuer: str,
    AuthorizationEndpoint: str,
    TokenEndpoint: str,
    UserInfoEndpoint: str,
    LogoutEndpoint: str,
    JwksUri: str,

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,

CustomImageTypeDef#

# CustomImageTypeDef definition

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

CustomPosixUserConfigTypeDef#

# CustomPosixUserConfigTypeDef definition

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

CustomizedMetricSpecificationTypeDef#

# CustomizedMetricSpecificationTypeDef definition

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

DataCaptureConfigSummaryTypeDef#

# DataCaptureConfigSummaryTypeDef definition

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

DataCatalogConfigTypeDef#

# DataCatalogConfigTypeDef definition

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

MonitoringConstraintsResourceTypeDef#

# MonitoringConstraintsResourceTypeDef definition

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

MonitoringStatisticsResourceTypeDef#

# MonitoringStatisticsResourceTypeDef definition

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

EndpointInputTypeDef#

# EndpointInputTypeDef definition

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

FileSystemDataSourceTypeDef#

# FileSystemDataSourceTypeDef definition

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

S3DataSourcePaginatorTypeDef#

# S3DataSourcePaginatorTypeDef definition

class S3DataSourcePaginatorTypeDef(TypedDict):
    S3DataType: S3DataTypeType,  # (1)
    S3Uri: str,
    S3DataDistributionType: NotRequired[S3DataDistributionType],  # (2)
    AttributeNames: NotRequired[List[str]],
    InstanceGroupNames: NotRequired[List[str]],
  1. See S3DataTypeType
  2. See S3DataDistributionType

S3DataSourceTypeDef#

# S3DataSourceTypeDef definition

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

RedshiftDatasetDefinitionTypeDef#

# RedshiftDatasetDefinitionTypeDef definition

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

DebugRuleConfigurationPaginatorTypeDef#

# DebugRuleConfigurationPaginatorTypeDef definition

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

DebugRuleEvaluationStatusTypeDef#

# DebugRuleEvaluationStatusTypeDef definition

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

DefaultEbsStorageSettingsTypeDef#

# DefaultEbsStorageSettingsTypeDef definition

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

DeleteActionRequestRequestTypeDef#

# DeleteActionRequestRequestTypeDef definition

class DeleteActionRequestRequestTypeDef(TypedDict):
    ActionName: str,

DeleteAlgorithmInputRequestTypeDef#

# DeleteAlgorithmInputRequestTypeDef definition

class DeleteAlgorithmInputRequestTypeDef(TypedDict):
    AlgorithmName: str,

DeleteAppImageConfigRequestRequestTypeDef#

# DeleteAppImageConfigRequestRequestTypeDef definition

class DeleteAppImageConfigRequestRequestTypeDef(TypedDict):
    AppImageConfigName: str,

DeleteAppRequestRequestTypeDef#

# DeleteAppRequestRequestTypeDef definition

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

DeleteAssociationRequestRequestTypeDef#

# DeleteAssociationRequestRequestTypeDef definition

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

DeleteClusterRequestRequestTypeDef#

# DeleteClusterRequestRequestTypeDef definition

class DeleteClusterRequestRequestTypeDef(TypedDict):
    ClusterName: str,

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)
  1. See RetentionTypeType

DeleteEdgeDeploymentPlanRequestRequestTypeDef#

# DeleteEdgeDeploymentPlanRequestRequestTypeDef definition

class DeleteEdgeDeploymentPlanRequestRequestTypeDef(TypedDict):
    EdgeDeploymentPlanName: str,

DeleteEdgeDeploymentStageRequestRequestTypeDef#

# DeleteEdgeDeploymentStageRequestRequestTypeDef definition

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

DeleteEndpointConfigInputRequestTypeDef#

# DeleteEndpointConfigInputRequestTypeDef definition

class DeleteEndpointConfigInputRequestTypeDef(TypedDict):
    EndpointConfigName: str,

DeleteEndpointInputRequestTypeDef#

# DeleteEndpointInputRequestTypeDef definition

class DeleteEndpointInputRequestTypeDef(TypedDict):
    EndpointName: str,

DeleteExperimentRequestRequestTypeDef#

# DeleteExperimentRequestRequestTypeDef definition

class DeleteExperimentRequestRequestTypeDef(TypedDict):
    ExperimentName: str,

DeleteFeatureGroupRequestRequestTypeDef#

# DeleteFeatureGroupRequestRequestTypeDef definition

class DeleteFeatureGroupRequestRequestTypeDef(TypedDict):
    FeatureGroupName: str,

DeleteFlowDefinitionRequestRequestTypeDef#

# DeleteFlowDefinitionRequestRequestTypeDef definition

class DeleteFlowDefinitionRequestRequestTypeDef(TypedDict):
    FlowDefinitionName: str,

DeleteHubContentRequestRequestTypeDef#

# DeleteHubContentRequestRequestTypeDef definition

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

DeleteHubRequestRequestTypeDef#

# DeleteHubRequestRequestTypeDef definition

class DeleteHubRequestRequestTypeDef(TypedDict):
    HubName: str,

DeleteHumanTaskUiRequestRequestTypeDef#

# DeleteHumanTaskUiRequestRequestTypeDef definition

class DeleteHumanTaskUiRequestRequestTypeDef(TypedDict):
    HumanTaskUiName: str,

DeleteHyperParameterTuningJobRequestRequestTypeDef#

# DeleteHyperParameterTuningJobRequestRequestTypeDef definition

class DeleteHyperParameterTuningJobRequestRequestTypeDef(TypedDict):
    HyperParameterTuningJobName: str,

DeleteImageRequestRequestTypeDef#

# DeleteImageRequestRequestTypeDef definition

class DeleteImageRequestRequestTypeDef(TypedDict):
    ImageName: str,

DeleteImageVersionRequestRequestTypeDef#

# DeleteImageVersionRequestRequestTypeDef definition

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

DeleteInferenceComponentInputRequestTypeDef#

# DeleteInferenceComponentInputRequestTypeDef definition

class DeleteInferenceComponentInputRequestTypeDef(TypedDict):
    InferenceComponentName: str,

DeleteInferenceExperimentRequestRequestTypeDef#

# DeleteInferenceExperimentRequestRequestTypeDef definition

class DeleteInferenceExperimentRequestRequestTypeDef(TypedDict):
    Name: str,

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,

DeletePipelineRequestRequestTypeDef#

# DeletePipelineRequestRequestTypeDef definition

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

DeleteProjectInputRequestTypeDef#

# DeleteProjectInputRequestTypeDef definition

class DeleteProjectInputRequestTypeDef(TypedDict):
    ProjectName: str,

DeleteSpaceRequestRequestTypeDef#

# DeleteSpaceRequestRequestTypeDef definition

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

DeleteStudioLifecycleConfigRequestRequestTypeDef#

# DeleteStudioLifecycleConfigRequestRequestTypeDef definition

class DeleteStudioLifecycleConfigRequestRequestTypeDef(TypedDict):
    StudioLifecycleConfigName: str,

DeleteTagsInputRequestTypeDef#

# DeleteTagsInputRequestTypeDef definition

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

DeleteTrialComponentRequestRequestTypeDef#

# DeleteTrialComponentRequestRequestTypeDef definition

class DeleteTrialComponentRequestRequestTypeDef(TypedDict):
    TrialComponentName: str,

DeleteTrialRequestRequestTypeDef#

# DeleteTrialRequestRequestTypeDef definition

class DeleteTrialRequestRequestTypeDef(TypedDict):
    TrialName: str,

DeleteUserProfileRequestRequestTypeDef#

# DeleteUserProfileRequestRequestTypeDef definition

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

DeleteWorkforceRequestRequestTypeDef#

# DeleteWorkforceRequestRequestTypeDef definition

class DeleteWorkforceRequestRequestTypeDef(TypedDict):
    WorkforceName: str,

DeleteWorkteamRequestRequestTypeDef#

# DeleteWorkteamRequestRequestTypeDef definition

class DeleteWorkteamRequestRequestTypeDef(TypedDict):
    WorkteamName: str,

DeployedImageTypeDef#

# DeployedImageTypeDef definition

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

RealTimeInferenceRecommendationTypeDef#

# RealTimeInferenceRecommendationTypeDef definition

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

DeviceSelectionConfigTypeDef#

# DeviceSelectionConfigTypeDef definition

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

EdgeDeploymentConfigTypeDef#

# EdgeDeploymentConfigTypeDef definition

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

EdgeDeploymentStatusTypeDef#

# EdgeDeploymentStatusTypeDef definition

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

DeregisterDevicesRequestRequestTypeDef#

# DeregisterDevicesRequestRequestTypeDef definition

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

DerivedInformationTypeDef#

# DerivedInformationTypeDef definition

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

DescribeActionRequestRequestTypeDef#

# DescribeActionRequestRequestTypeDef definition

class DescribeActionRequestRequestTypeDef(TypedDict):
    ActionName: str,

DescribeAlgorithmInputRequestTypeDef#

# DescribeAlgorithmInputRequestTypeDef definition

class DescribeAlgorithmInputRequestTypeDef(TypedDict):
    AlgorithmName: str,

DescribeAppImageConfigRequestRequestTypeDef#

# DescribeAppImageConfigRequestRequestTypeDef definition

class DescribeAppImageConfigRequestRequestTypeDef(TypedDict):
    AppImageConfigName: str,

DescribeAppRequestRequestTypeDef#

# DescribeAppRequestRequestTypeDef definition

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

DescribeArtifactRequestRequestTypeDef#

# DescribeArtifactRequestRequestTypeDef definition

class DescribeArtifactRequestRequestTypeDef(TypedDict):
    ArtifactArn: str,

DescribeAutoMLJobRequestRequestTypeDef#

# DescribeAutoMLJobRequestRequestTypeDef definition

class DescribeAutoMLJobRequestRequestTypeDef(TypedDict):
    AutoMLJobName: str,

ModelDeployResultTypeDef#

# ModelDeployResultTypeDef definition

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

DescribeAutoMLJobV2RequestRequestTypeDef#

# DescribeAutoMLJobV2RequestRequestTypeDef definition

class DescribeAutoMLJobV2RequestRequestTypeDef(TypedDict):
    AutoMLJobName: str,

DescribeClusterNodeRequestRequestTypeDef#

# DescribeClusterNodeRequestRequestTypeDef definition

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

DescribeClusterRequestRequestTypeDef#

# DescribeClusterRequestRequestTypeDef definition

class DescribeClusterRequestRequestTypeDef(TypedDict):
    ClusterName: str,

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],

DescribeContextRequestRequestTypeDef#

# DescribeContextRequestRequestTypeDef definition

class DescribeContextRequestRequestTypeDef(TypedDict):
    ContextName: str,

DescribeDataQualityJobDefinitionRequestRequestTypeDef#

# DescribeDataQualityJobDefinitionRequestRequestTypeDef definition

class DescribeDataQualityJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,

DescribeDeviceFleetRequestRequestTypeDef#

# DescribeDeviceFleetRequestRequestTypeDef definition

class DescribeDeviceFleetRequestRequestTypeDef(TypedDict):
    DeviceFleetName: str,

DescribeDeviceRequestRequestTypeDef#

# DescribeDeviceRequestRequestTypeDef definition

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

EdgeModelTypeDef#

# EdgeModelTypeDef definition

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

DescribeDomainRequestRequestTypeDef#

# DescribeDomainRequestRequestTypeDef definition

class DescribeDomainRequestRequestTypeDef(TypedDict):
    DomainId: str,

DescribeEdgeDeploymentPlanRequestRequestTypeDef#

# DescribeEdgeDeploymentPlanRequestRequestTypeDef definition

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

DescribeEdgePackagingJobRequestRequestTypeDef#

# DescribeEdgePackagingJobRequestRequestTypeDef definition

class DescribeEdgePackagingJobRequestRequestTypeDef(TypedDict):
    EdgePackagingJobName: str,

EdgePresetDeploymentOutputTypeDef#

# EdgePresetDeploymentOutputTypeDef definition

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

DescribeEndpointConfigInputRequestTypeDef#

# DescribeEndpointConfigInputRequestTypeDef definition

class DescribeEndpointConfigInputRequestTypeDef(TypedDict):
    EndpointConfigName: str,

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],
  1. See LastUpdateStatusValueType

OfflineStoreStatusTypeDef#

# OfflineStoreStatusTypeDef definition

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

ThroughputConfigDescriptionTypeDef#

# ThroughputConfigDescriptionTypeDef definition

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

DescribeFeatureMetadataRequestRequestTypeDef#

# DescribeFeatureMetadataRequestRequestTypeDef definition

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

FeatureParameterTypeDef#

# FeatureParameterTypeDef definition

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

DescribeFlowDefinitionRequestRequestTypeDef#

# DescribeFlowDefinitionRequestRequestTypeDef definition

class DescribeFlowDefinitionRequestRequestTypeDef(TypedDict):
    FlowDefinitionName: str,

DescribeHubContentRequestRequestTypeDef#

# DescribeHubContentRequestRequestTypeDef definition

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

HubContentDependencyTypeDef#

# HubContentDependencyTypeDef definition

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

DescribeHubRequestRequestTypeDef#

# DescribeHubRequestRequestTypeDef definition

class DescribeHubRequestRequestTypeDef(TypedDict):
    HubName: str,

DescribeHumanTaskUiRequestRequestTypeDef#

# DescribeHumanTaskUiRequestRequestTypeDef definition

class DescribeHumanTaskUiRequestRequestTypeDef(TypedDict):
    HumanTaskUiName: str,

UiTemplateInfoTypeDef#

# UiTemplateInfoTypeDef definition

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

DescribeHyperParameterTuningJobRequestRequestTypeDef#

# DescribeHyperParameterTuningJobRequestRequestTypeDef definition

class DescribeHyperParameterTuningJobRequestRequestTypeDef(TypedDict):
    HyperParameterTuningJobName: str,

HyperParameterTuningJobCompletionDetailsTypeDef#

# HyperParameterTuningJobCompletionDetailsTypeDef definition

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

HyperParameterTuningJobConsumedResourcesTypeDef#

# HyperParameterTuningJobConsumedResourcesTypeDef definition

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

ObjectiveStatusCountersTypeDef#

# ObjectiveStatusCountersTypeDef definition

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

TrainingJobStatusCountersTypeDef#

# TrainingJobStatusCountersTypeDef definition

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

DescribeImageRequestRequestTypeDef#

# DescribeImageRequestRequestTypeDef definition

class DescribeImageRequestRequestTypeDef(TypedDict):
    ImageName: str,

DescribeImageVersionRequestRequestTypeDef#

# DescribeImageVersionRequestRequestTypeDef definition

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

DescribeInferenceComponentInputRequestTypeDef#

# DescribeInferenceComponentInputRequestTypeDef definition

class DescribeInferenceComponentInputRequestTypeDef(TypedDict):
    InferenceComponentName: str,

InferenceComponentRuntimeConfigSummaryTypeDef#

# InferenceComponentRuntimeConfigSummaryTypeDef definition

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

DescribeInferenceExperimentRequestRequestTypeDef#

# DescribeInferenceExperimentRequestRequestTypeDef definition

class DescribeInferenceExperimentRequestRequestTypeDef(TypedDict):
    Name: str,

EndpointMetadataTypeDef#

# EndpointMetadataTypeDef definition

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

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,

DescribeModelBiasJobDefinitionRequestRequestTypeDef#

# DescribeModelBiasJobDefinitionRequestRequestTypeDef definition

class DescribeModelBiasJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: 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,

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,

DescribeMonitoringScheduleRequestRequestTypeDef#

# DescribeMonitoringScheduleRequestRequestTypeDef definition

class DescribeMonitoringScheduleRequestRequestTypeDef(TypedDict):
    MonitoringScheduleName: str,

MonitoringExecutionSummaryTypeDef#

# MonitoringExecutionSummaryTypeDef definition

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

DescribeNotebookInstanceInputRequestTypeDef#

# DescribeNotebookInstanceInputRequestTypeDef definition

class DescribeNotebookInstanceInputRequestTypeDef(TypedDict):
    NotebookInstanceName: str,

DescribeNotebookInstanceLifecycleConfigInputRequestTypeDef#

# DescribeNotebookInstanceLifecycleConfigInputRequestTypeDef definition

class DescribeNotebookInstanceLifecycleConfigInputRequestTypeDef(TypedDict):
    NotebookInstanceLifecycleConfigName: str,

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],

ProfilerRuleEvaluationStatusTypeDef#

# ProfilerRuleEvaluationStatusTypeDef definition

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

SecondaryStatusTransitionTypeDef#

# SecondaryStatusTransitionTypeDef definition

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

WarmPoolStatusTypeDef#

# WarmPoolStatusTypeDef definition

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

DescribeTransformJobRequestRequestTypeDef#

# DescribeTransformJobRequestRequestTypeDef definition

class DescribeTransformJobRequestRequestTypeDef(TypedDict):
    TransformJobName: str,

DescribeTrialComponentRequestRequestTypeDef#

# DescribeTrialComponentRequestRequestTypeDef definition

class DescribeTrialComponentRequestRequestTypeDef(TypedDict):
    TrialComponentName: str,

TrialComponentMetricSummaryTypeDef#

# TrialComponentMetricSummaryTypeDef definition

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

TrialComponentSourceTypeDef#

# TrialComponentSourceTypeDef definition

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

DescribeTrialRequestRequestTypeDef#

# DescribeTrialRequestRequestTypeDef definition

class DescribeTrialRequestRequestTypeDef(TypedDict):
    TrialName: str,

TrialSourceTypeDef#

# TrialSourceTypeDef definition

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

DescribeUserProfileRequestRequestTypeDef#

# DescribeUserProfileRequestRequestTypeDef definition

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

DescribeWorkforceRequestRequestTypeDef#

# DescribeWorkforceRequestRequestTypeDef definition

class DescribeWorkforceRequestRequestTypeDef(TypedDict):
    WorkforceName: str,

DescribeWorkteamRequestRequestTypeDef#

# DescribeWorkteamRequestRequestTypeDef definition

class DescribeWorkteamRequestRequestTypeDef(TypedDict):
    WorkteamName: str,

ProductionVariantServerlessUpdateConfigTypeDef#

# ProductionVariantServerlessUpdateConfigTypeDef definition

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

DeviceDeploymentSummaryTypeDef#

# DeviceDeploymentSummaryTypeDef definition

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

DeviceFleetSummaryTypeDef#

# DeviceFleetSummaryTypeDef definition

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

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,

DockerSettingsTypeDef#

# DockerSettingsTypeDef definition

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

DomainDetailsTypeDef#

# DomainDetailsTypeDef definition

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

FileSourceTypeDef#

# FileSourceTypeDef definition

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

EMRStepMetadataTypeDef#

# EMRStepMetadataTypeDef definition

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

EbsStorageSettingsTypeDef#

# EbsStorageSettingsTypeDef definition

class EbsStorageSettingsTypeDef(TypedDict):
    EbsVolumeSizeInGb: int,

EdgeDeploymentPlanSummaryTypeDef#

# EdgeDeploymentPlanSummaryTypeDef definition

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

EdgeModelStatTypeDef#

# EdgeModelStatTypeDef definition

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

EdgePackagingJobSummaryTypeDef#

# EdgePackagingJobSummaryTypeDef definition

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

EdgeTypeDef#

# EdgeTypeDef definition

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

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,

EndpointSummaryTypeDef#

# EndpointSummaryTypeDef definition

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

EnvironmentParameterTypeDef#

# EnvironmentParameterTypeDef definition

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

FailStepMetadataTypeDef#

# FailStepMetadataTypeDef definition

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

FileSystemConfigTypeDef#

# FileSystemConfigTypeDef definition

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

FilterTypeDef#

# FilterTypeDef definition

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

FinalHyperParameterTuningJobObjectiveMetricTypeDef#

# FinalHyperParameterTuningJobObjectiveMetricTypeDef definition

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

FlowDefinitionSummaryTypeDef#

# FlowDefinitionSummaryTypeDef definition

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

GetDeviceFleetReportRequestRequestTypeDef#

# GetDeviceFleetReportRequestRequestTypeDef definition

class GetDeviceFleetReportRequestRequestTypeDef(TypedDict):
    DeviceFleetName: str,

GetLineageGroupPolicyRequestRequestTypeDef#

# GetLineageGroupPolicyRequestRequestTypeDef definition

class GetLineageGroupPolicyRequestRequestTypeDef(TypedDict):
    LineageGroupName: str,

GetModelPackageGroupPolicyInputRequestTypeDef#

# GetModelPackageGroupPolicyInputRequestTypeDef definition

class GetModelPackageGroupPolicyInputRequestTypeDef(TypedDict):
    ModelPackageGroupName: str,

ScalingPolicyObjectiveTypeDef#

# ScalingPolicyObjectiveTypeDef definition

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

ScalingPolicyMetricTypeDef#

# ScalingPolicyMetricTypeDef definition

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

PropertyNameSuggestionTypeDef#

# PropertyNameSuggestionTypeDef definition

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

GitConfigForUpdateTypeDef#

# GitConfigForUpdateTypeDef definition

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

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,  # (2)
    CreationTime: datetime,
    HubContentDisplayName: NotRequired[str],
    HubContentDescription: NotRequired[str],
    HubContentSearchKeywords: NotRequired[List[str]],
  1. See HubContentTypeType
  2. See HubContentStatusType

HubInfoTypeDef#

# HubInfoTypeDef definition

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

HumanLoopActivationConditionsConfigTypeDef#

# HumanLoopActivationConditionsConfigTypeDef definition

class HumanLoopActivationConditionsConfigTypeDef(TypedDict):
    HumanLoopActivationConditions: str,

UiConfigTypeDef#

# UiConfigTypeDef definition

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

HumanTaskUiSummaryTypeDef#

# HumanTaskUiSummaryTypeDef definition

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

HyperParameterTuningJobObjectiveTypeDef#

# HyperParameterTuningJobObjectiveTypeDef definition

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

VpcConfigPaginatorTypeDef#

# VpcConfigPaginatorTypeDef definition

class VpcConfigPaginatorTypeDef(TypedDict):
    SecurityGroupIds: List[str],
    Subnets: List[str],

HyperParameterTuningInstanceConfigTypeDef#

# HyperParameterTuningInstanceConfigTypeDef definition

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

ResourceLimitsTypeDef#

# ResourceLimitsTypeDef definition

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

HyperbandStrategyConfigTypeDef#

# HyperbandStrategyConfigTypeDef definition

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

ParentHyperParameterTuningJobTypeDef#

# ParentHyperParameterTuningJobTypeDef definition

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

IamIdentityTypeDef#

# IamIdentityTypeDef definition

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

RepositoryAuthConfigTypeDef#

# RepositoryAuthConfigTypeDef definition

class RepositoryAuthConfigTypeDef(TypedDict):
    RepositoryCredentialsProviderArn: str,

ImageTypeDef#

# ImageTypeDef definition

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

ImageVersionTypeDef#

# ImageVersionTypeDef definition

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

InferenceComponentComputeResourceRequirementsTypeDef#

# InferenceComponentComputeResourceRequirementsTypeDef definition

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

InferenceComponentContainerSpecificationTypeDef#

# InferenceComponentContainerSpecificationTypeDef definition

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

InferenceComponentStartupParametersTypeDef#

# InferenceComponentStartupParametersTypeDef definition

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

InferenceComponentSummaryTypeDef#

# InferenceComponentSummaryTypeDef definition

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

InferenceExperimentSchedulePaginatorTypeDef#

# InferenceExperimentSchedulePaginatorTypeDef definition

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

RecommendationMetricsTypeDef#

# RecommendationMetricsTypeDef definition

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

InferenceRecommendationsJobTypeDef#

# InferenceRecommendationsJobTypeDef definition

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

InstanceGroupTypeDef#

# InstanceGroupTypeDef definition

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

IntegerParameterRangeSpecificationTypeDef#

# IntegerParameterRangeSpecificationTypeDef definition

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

IntegerParameterRangeTypeDef#

# IntegerParameterRangeTypeDef definition

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

KernelSpecTypeDef#

# KernelSpecTypeDef definition

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

LabelCountersForWorkteamTypeDef#

# LabelCountersForWorkteamTypeDef definition

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

LabelingJobDataAttributesPaginatorTypeDef#

# LabelingJobDataAttributesPaginatorTypeDef definition

class LabelingJobDataAttributesPaginatorTypeDef(TypedDict):
    ContentClassifiers: NotRequired[List[ContentClassifierType]],  # (1)
  1. See ContentClassifierType

LabelingJobDataAttributesTypeDef#

# LabelingJobDataAttributesTypeDef definition

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

LabelingJobS3DataSourceTypeDef#

# LabelingJobS3DataSourceTypeDef definition

class LabelingJobS3DataSourceTypeDef(TypedDict):
    ManifestS3Uri: str,

LabelingJobSnsDataSourceTypeDef#

# LabelingJobSnsDataSourceTypeDef definition

class LabelingJobSnsDataSourceTypeDef(TypedDict):
    SnsTopicArn: str,

LineageGroupSummaryTypeDef#

# LineageGroupSummaryTypeDef definition

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

PaginatorConfigTypeDef#

# PaginatorConfigTypeDef definition

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

ListAliasesRequestRequestTypeDef#

# ListAliasesRequestRequestTypeDef definition

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

ListAppsRequestRequestTypeDef#

# ListAppsRequestRequestTypeDef definition

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

ListCandidatesForAutoMLJobRequestRequestTypeDef#

# ListCandidatesForAutoMLJobRequestRequestTypeDef definition

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

MonitoringJobDefinitionSummaryTypeDef#

# MonitoringJobDefinitionSummaryTypeDef definition

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

ListDomainsRequestRequestTypeDef#

# ListDomainsRequestRequestTypeDef definition

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

ListInferenceRecommendationsJobStepsRequestRequestTypeDef#

# ListInferenceRecommendationsJobStepsRequestRequestTypeDef definition

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

ModelCardExportJobSummaryTypeDef#

# ModelCardExportJobSummaryTypeDef definition

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

ModelCardVersionSummaryTypeDef#

# ModelCardVersionSummaryTypeDef definition

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

ModelCardSummaryTypeDef#

# ModelCardSummaryTypeDef definition

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

ModelMetadataSummaryTypeDef#

# ModelMetadataSummaryTypeDef definition

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

ModelPackageGroupSummaryTypeDef#

# ModelPackageGroupSummaryTypeDef definition

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

ModelPackageSummaryTypeDef#

# ModelPackageSummaryTypeDef definition

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

ModelSummaryTypeDef#

# ModelSummaryTypeDef definition

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

MonitoringAlertHistorySummaryTypeDef#

# MonitoringAlertHistorySummaryTypeDef definition

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

ListMonitoringAlertsRequestRequestTypeDef#

# ListMonitoringAlertsRequestRequestTypeDef definition

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

MonitoringScheduleSummaryTypeDef#

# MonitoringScheduleSummaryTypeDef definition

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

NotebookInstanceLifecycleConfigSummaryTypeDef#

# NotebookInstanceLifecycleConfigSummaryTypeDef definition

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

NotebookInstanceSummaryTypeDef#

# NotebookInstanceSummaryTypeDef definition

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

ListPipelineExecutionStepsRequestRequestTypeDef#

# ListPipelineExecutionStepsRequestRequestTypeDef definition

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

PipelineExecutionSummaryTypeDef#

# PipelineExecutionSummaryTypeDef definition

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

ListPipelineParametersForExecutionRequestRequestTypeDef#

# ListPipelineParametersForExecutionRequestRequestTypeDef definition

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

ParameterTypeDef#

# ParameterTypeDef definition

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

PipelineSummaryTypeDef#

# PipelineSummaryTypeDef definition

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

ProcessingJobSummaryTypeDef#

# ProcessingJobSummaryTypeDef definition

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

ProjectSummaryTypeDef#

# ProjectSummaryTypeDef definition

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

ResourceCatalogTypeDef#

# ResourceCatalogTypeDef definition

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

ListSpacesRequestRequestTypeDef#

# ListSpacesRequestRequestTypeDef definition

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

ListStageDevicesRequestRequestTypeDef#

# ListStageDevicesRequestRequestTypeDef definition

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

StudioLifecycleConfigDetailsTypeDef#

# StudioLifecycleConfigDetailsTypeDef definition

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

ListSubscribedWorkteamsRequestRequestTypeDef#

# ListSubscribedWorkteamsRequestRequestTypeDef definition

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

ListTagsInputRequestTypeDef#

# ListTagsInputRequestTypeDef definition

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

ListTrainingJobsForHyperParameterTuningJobRequestRequestTypeDef#

# ListTrainingJobsForHyperParameterTuningJobRequestRequestTypeDef definition

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

TransformJobSummaryTypeDef#

# TransformJobSummaryTypeDef definition

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

ListUserProfilesRequestRequestTypeDef#

# ListUserProfilesRequestRequestTypeDef definition

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

UserProfileDetailsTypeDef#

# UserProfileDetailsTypeDef definition

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

ListWorkforcesRequestRequestTypeDef#

# ListWorkforcesRequestRequestTypeDef definition

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

ListWorkteamsRequestRequestTypeDef#

# ListWorkteamsRequestRequestTypeDef definition

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

OidcMemberDefinitionPaginatorTypeDef#

# OidcMemberDefinitionPaginatorTypeDef definition

class OidcMemberDefinitionPaginatorTypeDef(TypedDict):
    Groups: NotRequired[List[str]],

OidcMemberDefinitionTypeDef#

# OidcMemberDefinitionTypeDef definition

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

ModelDashboardEndpointTypeDef#

# ModelDashboardEndpointTypeDef definition

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

ModelDashboardIndicatorActionTypeDef#

# ModelDashboardIndicatorActionTypeDef definition

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

RealTimeInferenceConfigTypeDef#

# RealTimeInferenceConfigTypeDef definition

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

ModelInputTypeDef#

# ModelInputTypeDef definition

class ModelInputTypeDef(TypedDict):
    DataInputConfig: str,

ModelLatencyThresholdTypeDef#

# ModelLatencyThresholdTypeDef definition

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

ModelMetadataFilterTypeDef#

# ModelMetadataFilterTypeDef definition

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

ModelPackageStatusItemTypeDef#

# ModelPackageStatusItemTypeDef definition

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

ModelStepMetadataTypeDef#

# ModelStepMetadataTypeDef definition

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

MonitoringAppSpecificationPaginatorTypeDef#

# MonitoringAppSpecificationPaginatorTypeDef definition

class MonitoringAppSpecificationPaginatorTypeDef(TypedDict):
    ImageUri: str,
    ContainerEntrypoint: NotRequired[List[str]],
    ContainerArguments: NotRequired[List[str]],
    RecordPreprocessorSourceUri: NotRequired[str],
    PostAnalyticsProcessorSourceUri: NotRequired[str],

MonitoringAppSpecificationTypeDef#

# MonitoringAppSpecificationTypeDef definition

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

MonitoringClusterConfigTypeDef#

# MonitoringClusterConfigTypeDef definition

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

MonitoringCsvDatasetFormatTypeDef#

# MonitoringCsvDatasetFormatTypeDef definition

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

MonitoringJsonDatasetFormatTypeDef#

# MonitoringJsonDatasetFormatTypeDef definition

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

MonitoringS3OutputTypeDef#

# MonitoringS3OutputTypeDef definition

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

ScheduleConfigTypeDef#

# ScheduleConfigTypeDef definition

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

S3StorageConfigTypeDef#

# S3StorageConfigTypeDef definition

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

OidcConfigForResponseTypeDef#

# OidcConfigForResponseTypeDef definition

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

OnlineStoreSecurityConfigTypeDef#

# OnlineStoreSecurityConfigTypeDef definition

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

TtlDurationTypeDef#

# TtlDurationTypeDef definition

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

TargetPlatformTypeDef#

# TargetPlatformTypeDef definition

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

OwnershipSettingsSummaryTypeDef#

# OwnershipSettingsSummaryTypeDef definition

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

ParentTypeDef#

# ParentTypeDef definition

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

ProductionVariantManagedInstanceScalingTypeDef#

# ProductionVariantManagedInstanceScalingTypeDef definition

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

ProductionVariantRoutingConfigTypeDef#

# ProductionVariantRoutingConfigTypeDef definition

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

ProductionVariantStatusTypeDef#

# ProductionVariantStatusTypeDef definition

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

PhaseTypeDef#

# PhaseTypeDef definition

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

ProcessingJobStepMetadataTypeDef#

# ProcessingJobStepMetadataTypeDef definition

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

QualityCheckStepMetadataTypeDef#

# QualityCheckStepMetadataTypeDef definition

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

RegisterModelStepMetadataTypeDef#

# RegisterModelStepMetadataTypeDef definition

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

TrainingJobStepMetadataTypeDef#

# TrainingJobStepMetadataTypeDef definition

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

TransformJobStepMetadataTypeDef#

# TransformJobStepMetadataTypeDef definition

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

TuningJobStepMetaDataTypeDef#

# TuningJobStepMetaDataTypeDef definition

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

SelectiveExecutionResultTypeDef#

# SelectiveExecutionResultTypeDef definition

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

ProcessingClusterConfigTypeDef#

# ProcessingClusterConfigTypeDef definition

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

ProcessingFeatureStoreOutputTypeDef#

# ProcessingFeatureStoreOutputTypeDef definition

class ProcessingFeatureStoreOutputTypeDef(TypedDict):
    FeatureGroupName: str,

ProcessingS3InputTypeDef#

# ProcessingS3InputTypeDef definition

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

ProcessingS3OutputTypeDef#

# ProcessingS3OutputTypeDef definition

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

ProductionVariantCoreDumpConfigTypeDef#

# ProductionVariantCoreDumpConfigTypeDef definition

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

ProfilerConfigForUpdateTypeDef#

# ProfilerConfigForUpdateTypeDef definition

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

ProfilerConfigPaginatorTypeDef#

# ProfilerConfigPaginatorTypeDef definition

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

PropertyNameQueryTypeDef#

# PropertyNameQueryTypeDef definition

class PropertyNameQueryTypeDef(TypedDict):
    PropertyNameHint: str,

ProvisioningParameterTypeDef#

# ProvisioningParameterTypeDef definition

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

USDTypeDef#

# USDTypeDef definition

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

PutModelPackageGroupPolicyInputRequestTypeDef#

# PutModelPackageGroupPolicyInputRequestTypeDef definition

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

VertexTypeDef#

# VertexTypeDef definition

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

RStudioServerProAppSettingsTypeDef#

# RStudioServerProAppSettingsTypeDef definition

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

RecommendationJobCompiledOutputConfigTypeDef#

# RecommendationJobCompiledOutputConfigTypeDef definition

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

RecommendationJobPayloadConfigTypeDef#

# RecommendationJobPayloadConfigTypeDef definition

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

RecommendationJobResourceLimitTypeDef#

# RecommendationJobResourceLimitTypeDef definition

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

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,

VisibilityConditionsTypeDef#

# VisibilityConditionsTypeDef definition

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

SelectedStepTypeDef#

# SelectedStepTypeDef definition

class SelectedStepTypeDef(TypedDict):
    StepName: str,

SendPipelineExecutionStepFailureRequestRequestTypeDef#

# SendPipelineExecutionStepFailureRequestRequestTypeDef definition

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

ShadowModelVariantConfigTypeDef#

# ShadowModelVariantConfigTypeDef definition

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

SharingSettingsTypeDef#

# SharingSettingsTypeDef definition

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

SourceIpConfigPaginatorTypeDef#

# SourceIpConfigPaginatorTypeDef definition

class SourceIpConfigPaginatorTypeDef(TypedDict):
    Cidrs: List[str],

SpaceSharingSettingsSummaryTypeDef#

# SpaceSharingSettingsSummaryTypeDef definition

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

StairsTypeDef#

# StairsTypeDef definition

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

StartEdgeDeploymentStageRequestRequestTypeDef#

# StartEdgeDeploymentStageRequestRequestTypeDef definition

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

StartInferenceExperimentRequestRequestTypeDef#

# StartInferenceExperimentRequestRequestTypeDef definition

class StartInferenceExperimentRequestRequestTypeDef(TypedDict):
    Name: str,

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,

StopMonitoringScheduleRequestRequestTypeDef#

# StopMonitoringScheduleRequestRequestTypeDef definition

class StopMonitoringScheduleRequestRequestTypeDef(TypedDict):
    MonitoringScheduleName: str,

StopNotebookInstanceInputRequestTypeDef#

# StopNotebookInstanceInputRequestTypeDef definition

class StopNotebookInstanceInputRequestTypeDef(TypedDict):
    NotebookInstanceName: str,

StopPipelineExecutionRequestRequestTypeDef#

# StopPipelineExecutionRequestRequestTypeDef definition

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

StopProcessingJobRequestRequestTypeDef#

# StopProcessingJobRequestRequestTypeDef definition

class StopProcessingJobRequestRequestTypeDef(TypedDict):
    ProcessingJobName: str,

StopTrainingJobRequestRequestTypeDef#

# StopTrainingJobRequestRequestTypeDef definition

class StopTrainingJobRequestRequestTypeDef(TypedDict):
    TrainingJobName: str,

StopTransformJobRequestRequestTypeDef#

# StopTransformJobRequestRequestTypeDef definition

class StopTransformJobRequestRequestTypeDef(TypedDict):
    TransformJobName: str,

ThroughputConfigUpdateTypeDef#

# ThroughputConfigUpdateTypeDef definition

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

TimeSeriesConfigTypeDef#

# TimeSeriesConfigTypeDef definition

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

TimeSeriesTransformationsTypeDef#

# TimeSeriesTransformationsTypeDef definition

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

TrainingRepositoryAuthConfigTypeDef#

# TrainingRepositoryAuthConfigTypeDef definition

class TrainingRepositoryAuthConfigTypeDef(TypedDict):
    TrainingRepositoryCredentialsProviderArn: str,

TransformS3DataSourceTypeDef#

# TransformS3DataSourceTypeDef definition

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

UpdateActionRequestRequestTypeDef#

# UpdateActionRequestRequestTypeDef definition

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

UpdateArtifactRequestRequestTypeDef#

# UpdateArtifactRequestRequestTypeDef definition

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

UpdateClusterSoftwareRequestRequestTypeDef#

# UpdateClusterSoftwareRequestRequestTypeDef definition

class UpdateClusterSoftwareRequestRequestTypeDef(TypedDict):
    ClusterName: str,

UpdateContextRequestRequestTypeDef#

# UpdateContextRequestRequestTypeDef definition

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

VariantPropertyTypeDef#

# VariantPropertyTypeDef definition

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

UpdateExperimentRequestRequestTypeDef#

# UpdateExperimentRequestRequestTypeDef definition

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

UpdateHubRequestRequestTypeDef#

# UpdateHubRequestRequestTypeDef definition

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

UpdateImageRequestRequestTypeDef#

# UpdateImageRequestRequestTypeDef definition

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

UpdateImageVersionRequestRequestTypeDef#

# UpdateImageVersionRequestRequestTypeDef definition

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

UpdateModelCardRequestRequestTypeDef#

# UpdateModelCardRequestRequestTypeDef definition

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

UpdateMonitoringAlertRequestRequestTypeDef#

# UpdateMonitoringAlertRequestRequestTypeDef definition

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

UpdateTrialRequestRequestTypeDef#

# UpdateTrialRequestRequestTypeDef definition

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

WorkforceVpcConfigResponseTypeDef#

# WorkforceVpcConfigResponseTypeDef definition

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

ActionSummaryTypeDef#

# ActionSummaryTypeDef definition

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

AddAssociationResponseTypeDef#

# AddAssociationResponseTypeDef definition

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

AssociateTrialComponentResponseTypeDef#

# AssociateTrialComponentResponseTypeDef definition

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

CreateActionResponseTypeDef#

# CreateActionResponseTypeDef definition

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

CreateAlgorithmOutputTypeDef#

# CreateAlgorithmOutputTypeDef definition

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

CreateAppImageConfigResponseTypeDef#

# CreateAppImageConfigResponseTypeDef definition

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

CreateAppResponseTypeDef#

# CreateAppResponseTypeDef definition

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

CreateArtifactResponseTypeDef#

# CreateArtifactResponseTypeDef definition

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

CreateAutoMLJobResponseTypeDef#

# CreateAutoMLJobResponseTypeDef definition

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

CreateAutoMLJobV2ResponseTypeDef#

# CreateAutoMLJobV2ResponseTypeDef definition

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

CreateClusterResponseTypeDef#

# CreateClusterResponseTypeDef definition

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

CreateCodeRepositoryOutputTypeDef#

# CreateCodeRepositoryOutputTypeDef definition

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

CreateCompilationJobResponseTypeDef#

# CreateCompilationJobResponseTypeDef definition

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

CreateContextResponseTypeDef#

# CreateContextResponseTypeDef definition

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

CreateDataQualityJobDefinitionResponseTypeDef#

# CreateDataQualityJobDefinitionResponseTypeDef definition

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

CreateDomainResponseTypeDef#

# CreateDomainResponseTypeDef definition

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

CreateEdgeDeploymentPlanResponseTypeDef#

# CreateEdgeDeploymentPlanResponseTypeDef definition

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

CreateEndpointConfigOutputTypeDef#

# CreateEndpointConfigOutputTypeDef definition

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

CreateEndpointOutputTypeDef#

# CreateEndpointOutputTypeDef definition

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

CreateExperimentResponseTypeDef#

# CreateExperimentResponseTypeDef definition

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

CreateFeatureGroupResponseTypeDef#

# CreateFeatureGroupResponseTypeDef definition

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

CreateFlowDefinitionResponseTypeDef#

# CreateFlowDefinitionResponseTypeDef definition

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

CreateHubResponseTypeDef#

# CreateHubResponseTypeDef definition

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

CreateHumanTaskUiResponseTypeDef#

# CreateHumanTaskUiResponseTypeDef definition

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

CreateHyperParameterTuningJobResponseTypeDef#

# CreateHyperParameterTuningJobResponseTypeDef definition

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

CreateImageResponseTypeDef#

# CreateImageResponseTypeDef definition

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

CreateImageVersionResponseTypeDef#

# CreateImageVersionResponseTypeDef definition

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

CreateInferenceComponentOutputTypeDef#

# CreateInferenceComponentOutputTypeDef definition

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

CreateInferenceExperimentResponseTypeDef#

# CreateInferenceExperimentResponseTypeDef definition

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

CreateInferenceRecommendationsJobResponseTypeDef#

# CreateInferenceRecommendationsJobResponseTypeDef definition

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

CreateLabelingJobResponseTypeDef#

# CreateLabelingJobResponseTypeDef definition

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

CreateModelBiasJobDefinitionResponseTypeDef#

# CreateModelBiasJobDefinitionResponseTypeDef definition

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

CreateModelCardExportJobResponseTypeDef#

# CreateModelCardExportJobResponseTypeDef definition

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

CreateModelCardResponseTypeDef#

# CreateModelCardResponseTypeDef definition

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

CreateModelExplainabilityJobDefinitionResponseTypeDef#

# CreateModelExplainabilityJobDefinitionResponseTypeDef definition

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

CreateModelOutputTypeDef#

# CreateModelOutputTypeDef definition

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

CreateModelPackageGroupOutputTypeDef#

# CreateModelPackageGroupOutputTypeDef definition

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

CreateModelPackageOutputTypeDef#

# CreateModelPackageOutputTypeDef definition

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

CreateModelQualityJobDefinitionResponseTypeDef#

# CreateModelQualityJobDefinitionResponseTypeDef definition

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

CreateMonitoringScheduleResponseTypeDef#

# CreateMonitoringScheduleResponseTypeDef definition

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

CreateNotebookInstanceLifecycleConfigOutputTypeDef#

# CreateNotebookInstanceLifecycleConfigOutputTypeDef definition

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

CreateNotebookInstanceOutputTypeDef#

# CreateNotebookInstanceOutputTypeDef definition

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

CreatePipelineResponseTypeDef#

# CreatePipelineResponseTypeDef definition

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

CreatePresignedDomainUrlResponseTypeDef#

# CreatePresignedDomainUrlResponseTypeDef definition

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

CreatePresignedNotebookInstanceUrlOutputTypeDef#

# CreatePresignedNotebookInstanceUrlOutputTypeDef definition

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

CreateProcessingJobResponseTypeDef#

# CreateProcessingJobResponseTypeDef definition

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

CreateProjectOutputTypeDef#

# CreateProjectOutputTypeDef definition

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

CreateSpaceResponseTypeDef#

# CreateSpaceResponseTypeDef definition

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

CreateStudioLifecycleConfigResponseTypeDef#

# CreateStudioLifecycleConfigResponseTypeDef definition

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

CreateTrainingJobResponseTypeDef#

# CreateTrainingJobResponseTypeDef definition

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

CreateTransformJobResponseTypeDef#

# CreateTransformJobResponseTypeDef definition

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

CreateTrialComponentResponseTypeDef#

# CreateTrialComponentResponseTypeDef definition

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

CreateTrialResponseTypeDef#

# CreateTrialResponseTypeDef definition

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

CreateUserProfileResponseTypeDef#

# CreateUserProfileResponseTypeDef definition

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

CreateWorkforceResponseTypeDef#

# CreateWorkforceResponseTypeDef definition

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

CreateWorkteamResponseTypeDef#

# CreateWorkteamResponseTypeDef definition

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

DeleteActionResponseTypeDef#

# DeleteActionResponseTypeDef definition

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

DeleteArtifactResponseTypeDef#

# DeleteArtifactResponseTypeDef definition

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

DeleteAssociationResponseTypeDef#

# DeleteAssociationResponseTypeDef definition

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

DeleteClusterResponseTypeDef#

# DeleteClusterResponseTypeDef definition

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

DeleteContextResponseTypeDef#

# DeleteContextResponseTypeDef definition

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

DeleteExperimentResponseTypeDef#

# DeleteExperimentResponseTypeDef definition

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

DeleteInferenceExperimentResponseTypeDef#

# DeleteInferenceExperimentResponseTypeDef definition

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

DeletePipelineResponseTypeDef#

# DeletePipelineResponseTypeDef definition

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

DeleteTrialComponentResponseTypeDef#

# DeleteTrialComponentResponseTypeDef definition

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

DeleteTrialResponseTypeDef#

# DeleteTrialResponseTypeDef definition

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

DeleteWorkteamResponseTypeDef#

# DeleteWorkteamResponseTypeDef definition

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

DescribeImageResponseTypeDef#

# DescribeImageResponseTypeDef definition

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

DescribeImageVersionResponseTypeDef#

# DescribeImageVersionResponseTypeDef definition

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

DescribePipelineDefinitionForExecutionResponseTypeDef#

# DescribePipelineDefinitionForExecutionResponseTypeDef definition

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

DescribeStudioLifecycleConfigResponseTypeDef#

# DescribeStudioLifecycleConfigResponseTypeDef definition

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

DisassociateTrialComponentResponseTypeDef#

# DisassociateTrialComponentResponseTypeDef definition

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

EmptyResponseMetadataTypeDef#

# EmptyResponseMetadataTypeDef definition

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

GetLineageGroupPolicyResponseTypeDef#

# GetLineageGroupPolicyResponseTypeDef definition

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

GetModelPackageGroupPolicyOutputTypeDef#

# GetModelPackageGroupPolicyOutputTypeDef definition

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

GetSagemakerServicecatalogPortfolioStatusOutputTypeDef#

# GetSagemakerServicecatalogPortfolioStatusOutputTypeDef definition

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

ImportHubContentResponseTypeDef#

# ImportHubContentResponseTypeDef definition

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

ListAliasesResponseTypeDef#

# ListAliasesResponseTypeDef definition

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

PutModelPackageGroupPolicyOutputTypeDef#

# PutModelPackageGroupPolicyOutputTypeDef definition

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

RetryPipelineExecutionResponseTypeDef#

# RetryPipelineExecutionResponseTypeDef definition

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

SendPipelineExecutionStepFailureResponseTypeDef#

# SendPipelineExecutionStepFailureResponseTypeDef definition

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

SendPipelineExecutionStepSuccessResponseTypeDef#

# SendPipelineExecutionStepSuccessResponseTypeDef definition

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

StartInferenceExperimentResponseTypeDef#

# StartInferenceExperimentResponseTypeDef definition

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

StartPipelineExecutionResponseTypeDef#

# StartPipelineExecutionResponseTypeDef definition

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

StopInferenceExperimentResponseTypeDef#

# StopInferenceExperimentResponseTypeDef definition

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

StopPipelineExecutionResponseTypeDef#

# StopPipelineExecutionResponseTypeDef definition

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

UpdateActionResponseTypeDef#

# UpdateActionResponseTypeDef definition

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

UpdateAppImageConfigResponseTypeDef#

# UpdateAppImageConfigResponseTypeDef definition

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

UpdateArtifactResponseTypeDef#

# UpdateArtifactResponseTypeDef definition

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

UpdateClusterResponseTypeDef#

# UpdateClusterResponseTypeDef definition

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

UpdateClusterSoftwareResponseTypeDef#

# UpdateClusterSoftwareResponseTypeDef definition

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

UpdateCodeRepositoryOutputTypeDef#

# UpdateCodeRepositoryOutputTypeDef definition

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

UpdateContextResponseTypeDef#

# UpdateContextResponseTypeDef definition

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

UpdateDomainResponseTypeDef#

# UpdateDomainResponseTypeDef definition

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

UpdateEndpointOutputTypeDef#

# UpdateEndpointOutputTypeDef definition

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

UpdateEndpointWeightsAndCapacitiesOutputTypeDef#

# UpdateEndpointWeightsAndCapacitiesOutputTypeDef definition

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

UpdateExperimentResponseTypeDef#

# UpdateExperimentResponseTypeDef definition

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

UpdateFeatureGroupResponseTypeDef#

# UpdateFeatureGroupResponseTypeDef definition

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

UpdateHubResponseTypeDef#

# UpdateHubResponseTypeDef definition

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

UpdateImageResponseTypeDef#

# UpdateImageResponseTypeDef definition

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

UpdateImageVersionResponseTypeDef#

# UpdateImageVersionResponseTypeDef definition

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

UpdateInferenceComponentOutputTypeDef#

# UpdateInferenceComponentOutputTypeDef definition

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

UpdateInferenceComponentRuntimeConfigOutputTypeDef#

# UpdateInferenceComponentRuntimeConfigOutputTypeDef definition

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

UpdateInferenceExperimentResponseTypeDef#

# UpdateInferenceExperimentResponseTypeDef definition

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

UpdateModelCardResponseTypeDef#

# UpdateModelCardResponseTypeDef definition

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

UpdateModelPackageOutputTypeDef#

# UpdateModelPackageOutputTypeDef definition

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

UpdateMonitoringAlertResponseTypeDef#

# UpdateMonitoringAlertResponseTypeDef definition

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

UpdateMonitoringScheduleResponseTypeDef#

# UpdateMonitoringScheduleResponseTypeDef definition

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

UpdatePipelineExecutionResponseTypeDef#

# UpdatePipelineExecutionResponseTypeDef definition

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

UpdatePipelineResponseTypeDef#

# UpdatePipelineResponseTypeDef definition

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

UpdateProjectOutputTypeDef#

# UpdateProjectOutputTypeDef definition

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

UpdateSpaceResponseTypeDef#

# UpdateSpaceResponseTypeDef definition

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

UpdateTrainingJobResponseTypeDef#

# UpdateTrainingJobResponseTypeDef definition

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

UpdateTrialComponentResponseTypeDef#

# UpdateTrialComponentResponseTypeDef definition

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

UpdateTrialResponseTypeDef#

# UpdateTrialResponseTypeDef definition

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

UpdateUserProfileResponseTypeDef#

# UpdateUserProfileResponseTypeDef definition

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

AddTagsInputRequestTypeDef#

# AddTagsInputRequestTypeDef definition

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

AddTagsOutputTypeDef#

# AddTagsOutputTypeDef definition

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

CreateExperimentRequestRequestTypeDef#

# CreateExperimentRequestRequestTypeDef definition

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

CreateImageRequestRequestTypeDef#

# CreateImageRequestRequestTypeDef definition

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

CreateModelPackageGroupInputRequestTypeDef#

# CreateModelPackageGroupInputRequestTypeDef definition

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

CreateStudioLifecycleConfigRequestRequestTypeDef#

# CreateStudioLifecycleConfigRequestRequestTypeDef definition

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

ImportHubContentRequestRequestTypeDef#

# ImportHubContentRequestRequestTypeDef definition

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

ListTagsOutputTypeDef#

# ListTagsOutputTypeDef definition

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

AutoRollbackConfigTypeDef#

# AutoRollbackConfigTypeDef definition

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

HyperParameterAlgorithmSpecificationPaginatorTypeDef#

# HyperParameterAlgorithmSpecificationPaginatorTypeDef definition

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

HyperParameterAlgorithmSpecificationTypeDef#

# HyperParameterAlgorithmSpecificationTypeDef definition

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

AlgorithmStatusDetailsTypeDef#

# AlgorithmStatusDetailsTypeDef definition

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

ListAlgorithmsOutputTypeDef#

# ListAlgorithmsOutputTypeDef definition

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

AppDetailsTypeDef#

# AppDetailsTypeDef definition

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

CodeEditorAppSettingsTypeDef#

# CodeEditorAppSettingsTypeDef definition

class CodeEditorAppSettingsTypeDef(TypedDict):
    DefaultResourceSpec: NotRequired[ResourceSpecTypeDef],  # (1)
    LifecycleConfigArns: NotRequired[Sequence[str]],
  1. See ResourceSpecTypeDef

CreateAppRequestRequestTypeDef#

# CreateAppRequestRequestTypeDef definition

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

DescribeAppResponseTypeDef#

# DescribeAppResponseTypeDef definition

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

RStudioServerProDomainSettingsForUpdateTypeDef#

# RStudioServerProDomainSettingsForUpdateTypeDef definition

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

RStudioServerProDomainSettingsTypeDef#

# RStudioServerProDomainSettingsTypeDef definition

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

SpaceCodeEditorAppSettingsTypeDef#

# SpaceCodeEditorAppSettingsTypeDef definition

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

TensorBoardAppSettingsTypeDef#

# TensorBoardAppSettingsTypeDef definition

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

ArtifactSourcePaginatorTypeDef#

# ArtifactSourcePaginatorTypeDef definition

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

ArtifactSourceTypeDef#

# ArtifactSourceTypeDef definition

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

AsyncInferenceOutputConfigTypeDef#

# AsyncInferenceOutputConfigTypeDef definition

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

AutoMLCandidateGenerationConfigTypeDef#

# AutoMLCandidateGenerationConfigTypeDef definition

class AutoMLCandidateGenerationConfigTypeDef(TypedDict):
    FeatureSpecificationS3Uri: NotRequired[str],
    AlgorithmsConfig: NotRequired[Sequence[AutoMLAlgorithmConfigTypeDef]],  # (1)
  1. See AutoMLAlgorithmConfigTypeDef

CandidateGenerationConfigTypeDef#

# CandidateGenerationConfigTypeDef definition

class CandidateGenerationConfigTypeDef(TypedDict):
    AlgorithmsConfig: NotRequired[Sequence[AutoMLAlgorithmConfigTypeDef]],  # (1)
  1. See AutoMLAlgorithmConfigTypeDef

AutoMLDataSourceTypeDef#

# AutoMLDataSourceTypeDef definition

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

ImageClassificationJobConfigTypeDef#

# ImageClassificationJobConfigTypeDef definition

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

TextClassificationJobConfigTypeDef#

# TextClassificationJobConfigTypeDef definition

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

ResolvedAttributesTypeDef#

# ResolvedAttributesTypeDef definition

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

AutoMLJobSummaryTypeDef#

# AutoMLJobSummaryTypeDef definition

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

AutoMLProblemTypeResolvedAttributesTypeDef#

# AutoMLProblemTypeResolvedAttributesTypeDef definition

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

AutoMLSecurityConfigTypeDef#

# AutoMLSecurityConfigTypeDef definition

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

LabelingJobResourceConfigTypeDef#

# LabelingJobResourceConfigTypeDef definition

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

MonitoringNetworkConfigTypeDef#

# MonitoringNetworkConfigTypeDef definition

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

NetworkConfigTypeDef#

# NetworkConfigTypeDef definition

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

BiasTypeDef#

# BiasTypeDef definition

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

DriftCheckModelDataQualityTypeDef#

# DriftCheckModelDataQualityTypeDef definition

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

DriftCheckModelQualityTypeDef#

# DriftCheckModelQualityTypeDef definition

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

ExplainabilityTypeDef#

# ExplainabilityTypeDef definition

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

ModelDataQualityTypeDef#

# ModelDataQualityTypeDef definition

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

ModelQualityTypeDef#

# ModelQualityTypeDef definition

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

CallbackStepMetadataTypeDef#

# CallbackStepMetadataTypeDef definition

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

LambdaStepMetadataTypeDef#

# LambdaStepMetadataTypeDef definition

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

SendPipelineExecutionStepSuccessRequestRequestTypeDef#

# SendPipelineExecutionStepSuccessRequestRequestTypeDef definition

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

CandidatePropertiesTypeDef#

# CandidatePropertiesTypeDef definition

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

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)
  1. See TimeSeriesForecastingSettingsTypeDef
  2. See ModelRegisterSettingsTypeDef
  3. See WorkspaceSettingsTypeDef
  4. See IdentityProviderOAuthSettingTypeDef
  5. See DirectDeploySettingsTypeDef
  6. See KendraSettingsTypeDef
  7. See GenerativeAiSettingsTypeDef

RollingUpdatePolicyTypeDef#

# RollingUpdatePolicyTypeDef definition

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

TrafficRoutingConfigTypeDef#

# TrafficRoutingConfigTypeDef definition

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

InferenceExperimentDataStorageConfigTypeDef#

# InferenceExperimentDataStorageConfigTypeDef definition

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

DataCaptureConfigTypeDef#

# DataCaptureConfigTypeDef definition

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

EnvironmentParameterRangesTypeDef#

# EnvironmentParameterRangesTypeDef definition

class EnvironmentParameterRangesTypeDef(TypedDict):
    CategoricalParameterRanges: NotRequired[Sequence[CategoricalParameterTypeDef]],  # (1)
  1. See CategoricalParameterTypeDef

ClarifyShapConfigTypeDef#

# ClarifyShapConfigTypeDef definition

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

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],
  1. See ClusterInstanceTypeType
  2. See ClusterLifeCycleConfigTypeDef

ClusterInstanceGroupSpecificationTypeDef#

# ClusterInstanceGroupSpecificationTypeDef definition

class ClusterInstanceGroupSpecificationTypeDef(TypedDict):
    InstanceCount: int,
    InstanceGroupName: str,
    InstanceType: ClusterInstanceTypeType,  # (1)
    LifeCycleConfig: ClusterLifeCycleConfigTypeDef,  # (2)
    ExecutionRole: str,
    ThreadsPerCore: NotRequired[int],
  1. See ClusterInstanceTypeType
  2. See ClusterLifeCycleConfigTypeDef

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],
  1. See ClusterInstanceStatusDetailsTypeDef
  2. See ClusterInstanceTypeType
  3. See ClusterLifeCycleConfigTypeDef

ClusterNodeSummaryTypeDef#

# ClusterNodeSummaryTypeDef definition

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

ListClustersResponseTypeDef#

# ListClustersResponseTypeDef definition

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

CodeRepositorySummaryTypeDef#

# CodeRepositorySummaryTypeDef definition

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

CreateCodeRepositoryInputRequestTypeDef#

# CreateCodeRepositoryInputRequestTypeDef definition

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

DescribeCodeRepositoryOutputTypeDef#

# DescribeCodeRepositoryOutputTypeDef definition

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

JupyterServerAppSettingsTypeDef#

# JupyterServerAppSettingsTypeDef definition

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

SpaceJupyterLabAppSettingsTypeDef#

# SpaceJupyterLabAppSettingsTypeDef definition

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

CollectionConfigTypeDef#

# CollectionConfigTypeDef definition

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

DebugHookConfigPaginatorTypeDef#

# DebugHookConfigPaginatorTypeDef definition

class DebugHookConfigPaginatorTypeDef(TypedDict):
    S3OutputPath: str,
    LocalPath: NotRequired[str],
    HookParameters: NotRequired[Dict[str, str]],
    CollectionConfigurations: NotRequired[List[CollectionConfigurationPaginatorTypeDef]],  # (1)
  1. See CollectionConfigurationPaginatorTypeDef

DebugHookConfigTypeDef#

# DebugHookConfigTypeDef definition

class DebugHookConfigTypeDef(TypedDict):
    S3OutputPath: str,
    LocalPath: NotRequired[str],
    HookParameters: NotRequired[Mapping[str, str]],
    CollectionConfigurations: NotRequired[Sequence[CollectionConfigurationTypeDef]],  # (1)
  1. See CollectionConfigurationTypeDef

ListCompilationJobsResponseTypeDef#

# ListCompilationJobsResponseTypeDef definition

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

ContextSummaryTypeDef#

# ContextSummaryTypeDef definition

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

CreateContextRequestRequestTypeDef#

# CreateContextRequestRequestTypeDef definition

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

TuningJobCompletionCriteriaTypeDef#

# TuningJobCompletionCriteriaTypeDef definition

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

CreateActionRequestRequestTypeDef#

# CreateActionRequestRequestTypeDef definition

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

CreateTrialRequestRequestTypeDef#

# CreateTrialRequestRequestTypeDef definition

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

CreateDeviceFleetRequestRequestTypeDef#

# CreateDeviceFleetRequestRequestTypeDef definition

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

CreateEdgePackagingJobRequestRequestTypeDef#

# CreateEdgePackagingJobRequestRequestTypeDef definition

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

DescribeDeviceFleetResponseTypeDef#

# DescribeDeviceFleetResponseTypeDef definition

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

UpdateDeviceFleetRequestRequestTypeDef#

# UpdateDeviceFleetRequestRequestTypeDef definition

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

CreateHubRequestRequestTypeDef#

# CreateHubRequestRequestTypeDef definition

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

DescribeHubResponseTypeDef#

# DescribeHubResponseTypeDef definition

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

CreateHumanTaskUiRequestRequestTypeDef#

# CreateHumanTaskUiRequestRequestTypeDef definition

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

UpdateInferenceComponentRuntimeConfigInputRequestTypeDef#

# UpdateInferenceComponentRuntimeConfigInputRequestTypeDef definition

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

CreateModelCardExportJobRequestRequestTypeDef#

# CreateModelCardExportJobRequestRequestTypeDef definition

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

CreateModelCardRequestRequestTypeDef#

# CreateModelCardRequestRequestTypeDef definition

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

CreateNotebookInstanceInputRequestTypeDef#

# CreateNotebookInstanceInputRequestTypeDef definition

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

DescribeNotebookInstanceOutputTypeDef#

# DescribeNotebookInstanceOutputTypeDef definition

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

UpdateNotebookInstanceInputRequestTypeDef#

# UpdateNotebookInstanceInputRequestTypeDef definition

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

CreateNotebookInstanceLifecycleConfigInputRequestTypeDef#

# CreateNotebookInstanceLifecycleConfigInputRequestTypeDef definition

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

DescribeNotebookInstanceLifecycleConfigOutputTypeDef#

# DescribeNotebookInstanceLifecycleConfigOutputTypeDef definition

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

UpdateNotebookInstanceLifecycleConfigInputRequestTypeDef#

# UpdateNotebookInstanceLifecycleConfigInputRequestTypeDef definition

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

RetryPipelineExecutionRequestRequestTypeDef#

# RetryPipelineExecutionRequestRequestTypeDef definition

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

UpdatePipelineExecutionRequestRequestTypeDef#

# UpdatePipelineExecutionRequestRequestTypeDef definition

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

CreatePipelineRequestRequestTypeDef#

# CreatePipelineRequestRequestTypeDef definition

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

UpdatePipelineRequestRequestTypeDef#

# UpdatePipelineRequestRequestTypeDef definition

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

InferenceExperimentScheduleTypeDef#

# InferenceExperimentScheduleTypeDef definition

class InferenceExperimentScheduleTypeDef(TypedDict):
    StartTime: NotRequired[Union[datetime, str]],
    EndTime: NotRequired[Union[datetime, str]],

ListActionsRequestRequestTypeDef#

# ListActionsRequestRequestTypeDef definition

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

ListAlgorithmsInputRequestTypeDef#

# ListAlgorithmsInputRequestTypeDef definition

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

ListAppImageConfigsRequestRequestTypeDef#

# ListAppImageConfigsRequestRequestTypeDef definition

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

ListArtifactsRequestRequestTypeDef#

# ListArtifactsRequestRequestTypeDef definition

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

ListAssociationsRequestRequestTypeDef#

# ListAssociationsRequestRequestTypeDef definition

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

ListAutoMLJobsRequestRequestTypeDef#

# ListAutoMLJobsRequestRequestTypeDef definition

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

ListClusterNodesRequestRequestTypeDef#

# ListClusterNodesRequestRequestTypeDef definition

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

ListClustersRequestRequestTypeDef#

# ListClustersRequestRequestTypeDef definition

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

ListCodeRepositoriesInputRequestTypeDef#

# ListCodeRepositoriesInputRequestTypeDef definition

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

ListCompilationJobsRequestRequestTypeDef#

# ListCompilationJobsRequestRequestTypeDef definition

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

ListContextsRequestRequestTypeDef#

# ListContextsRequestRequestTypeDef definition

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

ListDataQualityJobDefinitionsRequestRequestTypeDef#

# ListDataQualityJobDefinitionsRequestRequestTypeDef definition

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

ListDeviceFleetsRequestRequestTypeDef#

# ListDeviceFleetsRequestRequestTypeDef definition

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

ListDevicesRequestRequestTypeDef#

# ListDevicesRequestRequestTypeDef definition

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

ListEdgeDeploymentPlansRequestRequestTypeDef#

# ListEdgeDeploymentPlansRequestRequestTypeDef definition

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

ListEdgePackagingJobsRequestRequestTypeDef#

# ListEdgePackagingJobsRequestRequestTypeDef definition

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

ListEndpointConfigsInputRequestTypeDef#

# ListEndpointConfigsInputRequestTypeDef definition

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

ListEndpointsInputRequestTypeDef#

# ListEndpointsInputRequestTypeDef definition

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

ListExperimentsRequestRequestTypeDef#

# ListExperimentsRequestRequestTypeDef definition

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

ListFeatureGroupsRequestRequestTypeDef#

# ListFeatureGroupsRequestRequestTypeDef definition

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

ListFlowDefinitionsRequestRequestTypeDef#

# ListFlowDefinitionsRequestRequestTypeDef definition

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

ListHubContentVersionsRequestRequestTypeDef#

# ListHubContentVersionsRequestRequestTypeDef definition

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

ListHubContentsRequestRequestTypeDef#

# ListHubContentsRequestRequestTypeDef definition

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

ListHubsRequestRequestTypeDef#

# ListHubsRequestRequestTypeDef definition

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

ListHumanTaskUisRequestRequestTypeDef#

# ListHumanTaskUisRequestRequestTypeDef definition

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

ListHyperParameterTuningJobsRequestRequestTypeDef#

# ListHyperParameterTuningJobsRequestRequestTypeDef definition

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

ListImageVersionsRequestRequestTypeDef#

# ListImageVersionsRequestRequestTypeDef definition

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

ListImagesRequestRequestTypeDef#

# ListImagesRequestRequestTypeDef definition

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

ListInferenceComponentsInputRequestTypeDef#

# ListInferenceComponentsInputRequestTypeDef definition

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

ListInferenceExperimentsRequestRequestTypeDef#

# ListInferenceExperimentsRequestRequestTypeDef definition

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

ListInferenceRecommendationsJobsRequestRequestTypeDef#

# ListInferenceRecommendationsJobsRequestRequestTypeDef definition

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

ListLabelingJobsForWorkteamRequestRequestTypeDef#

# ListLabelingJobsForWorkteamRequestRequestTypeDef definition

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

ListLabelingJobsRequestRequestTypeDef#

# ListLabelingJobsRequestRequestTypeDef definition

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

ListLineageGroupsRequestRequestTypeDef#

# ListLineageGroupsRequestRequestTypeDef definition

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

ListModelBiasJobDefinitionsRequestRequestTypeDef#

# ListModelBiasJobDefinitionsRequestRequestTypeDef definition

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

ListModelCardExportJobsRequestRequestTypeDef#

# ListModelCardExportJobsRequestRequestTypeDef definition

class ListModelCardExportJobsRequestRequestTypeDef(TypedDict):
    ModelCardName: str,
    ModelCardVersion: NotRequired[int],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    ModelCardExportJobNameContains: NotRequired[str],
    StatusEquals: NotRequired[ModelCardExportJobStatusType],  # (1)
    SortBy: NotRequired[ModelCardExportJobSortByType],  # (2)
    SortOrder: NotRequired[ModelCardExportJobSortOrderType],  # (3)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
  1. See ModelCardExportJobStatusType
  2. See ModelCardExportJobSortByType
  3. See ModelCardExportJobSortOrderType

ListModelCardVersionsRequestRequestTypeDef#

# ListModelCardVersionsRequestRequestTypeDef definition

class ListModelCardVersionsRequestRequestTypeDef(TypedDict):
    ModelCardName: str,
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    MaxResults: NotRequired[int],
    ModelCardStatus: NotRequired[ModelCardStatusType],  # (1)
    NextToken: NotRequired[str],
    SortBy: NotRequired[ModelCardVersionSortByType],  # (2)
    SortOrder: NotRequired[ModelCardSortOrderType],  # (3)
  1. See ModelCardStatusType
  2. See ModelCardVersionSortByType
  3. See ModelCardSortOrderType

ListModelCardsRequestRequestTypeDef#

# ListModelCardsRequestRequestTypeDef definition

class ListModelCardsRequestRequestTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    MaxResults: NotRequired[int],
    NameContains: NotRequired[str],
    ModelCardStatus: NotRequired[ModelCardStatusType],  # (1)
    NextToken: NotRequired[str],
    SortBy: NotRequired[ModelCardSortByType],  # (2)
    SortOrder: NotRequired[ModelCardSortOrderType],  # (3)
  1. See ModelCardStatusType
  2. See ModelCardSortByType
  3. See ModelCardSortOrderType

ListModelExplainabilityJobDefinitionsRequestRequestTypeDef#

# ListModelExplainabilityJobDefinitionsRequestRequestTypeDef definition

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

ListModelPackageGroupsInputRequestTypeDef#

# ListModelPackageGroupsInputRequestTypeDef definition

class ListModelPackageGroupsInputRequestTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    MaxResults: NotRequired[int],
    NameContains: NotRequired[str],
    NextToken: NotRequired[str],
    SortBy: NotRequired[ModelPackageGroupSortByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
  1. See ModelPackageGroupSortByType
  2. See SortOrderType

ListModelPackagesInputRequestTypeDef#

# ListModelPackagesInputRequestTypeDef definition

class ListModelPackagesInputRequestTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    MaxResults: NotRequired[int],
    NameContains: NotRequired[str],
    ModelApprovalStatus: NotRequired[ModelApprovalStatusType],  # (1)
    ModelPackageGroupName: NotRequired[str],
    ModelPackageType: NotRequired[ModelPackageTypeType],  # (2)
    NextToken: NotRequired[str],
    SortBy: NotRequired[ModelPackageSortByType],  # (3)
    SortOrder: NotRequired[SortOrderType],  # (4)
  1. See ModelApprovalStatusType
  2. See ModelPackageTypeType
  3. See ModelPackageSortByType
  4. See SortOrderType

ListModelQualityJobDefinitionsRequestRequestTypeDef#

# ListModelQualityJobDefinitionsRequestRequestTypeDef definition

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

ListModelsInputRequestTypeDef#

# ListModelsInputRequestTypeDef definition

class ListModelsInputRequestTypeDef(TypedDict):
    SortBy: NotRequired[ModelSortKeyType],  # (1)
    SortOrder: NotRequired[OrderKeyType],  # (2)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
  1. See ModelSortKeyType
  2. See OrderKeyType

ListMonitoringAlertHistoryRequestRequestTypeDef#

# ListMonitoringAlertHistoryRequestRequestTypeDef definition

class ListMonitoringAlertHistoryRequestRequestTypeDef(TypedDict):
    MonitoringScheduleName: NotRequired[str],
    MonitoringAlertName: NotRequired[str],
    SortBy: NotRequired[MonitoringAlertHistorySortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    StatusEquals: NotRequired[MonitoringAlertStatusType],  # (3)
  1. See MonitoringAlertHistorySortKeyType
  2. See SortOrderType
  3. See MonitoringAlertStatusType

ListMonitoringExecutionsRequestRequestTypeDef#

# ListMonitoringExecutionsRequestRequestTypeDef definition

class ListMonitoringExecutionsRequestRequestTypeDef(TypedDict):
    MonitoringScheduleName: NotRequired[str],
    EndpointName: NotRequired[str],
    SortBy: NotRequired[MonitoringExecutionSortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    ScheduledTimeBefore: NotRequired[Union[datetime, str]],
    ScheduledTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    StatusEquals: NotRequired[ExecutionStatusType],  # (3)
    MonitoringJobDefinitionName: NotRequired[str],
    MonitoringTypeEquals: NotRequired[MonitoringTypeType],  # (4)
  1. See MonitoringExecutionSortKeyType
  2. See SortOrderType
  3. See ExecutionStatusType
  4. See MonitoringTypeType

ListMonitoringSchedulesRequestRequestTypeDef#

# ListMonitoringSchedulesRequestRequestTypeDef definition

class ListMonitoringSchedulesRequestRequestTypeDef(TypedDict):
    EndpointName: NotRequired[str],
    SortBy: NotRequired[MonitoringScheduleSortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    StatusEquals: NotRequired[ScheduleStatusType],  # (3)
    MonitoringJobDefinitionName: NotRequired[str],
    MonitoringTypeEquals: NotRequired[MonitoringTypeType],  # (4)
  1. See MonitoringScheduleSortKeyType
  2. See SortOrderType
  3. See ScheduleStatusType
  4. See MonitoringTypeType

ListNotebookInstanceLifecycleConfigsInputRequestTypeDef#

# ListNotebookInstanceLifecycleConfigsInputRequestTypeDef definition

class ListNotebookInstanceLifecycleConfigsInputRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    SortBy: NotRequired[NotebookInstanceLifecycleConfigSortKeyType],  # (1)
    SortOrder: NotRequired[NotebookInstanceLifecycleConfigSortOrderType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
  1. See NotebookInstanceLifecycleConfigSortKeyType
  2. See NotebookInstanceLifecycleConfigSortOrderType

ListNotebookInstancesInputRequestTypeDef#

# ListNotebookInstancesInputRequestTypeDef definition

class ListNotebookInstancesInputRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    SortBy: NotRequired[NotebookInstanceSortKeyType],  # (1)
    SortOrder: NotRequired[NotebookInstanceSortOrderType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    StatusEquals: NotRequired[NotebookInstanceStatusType],  # (3)
    NotebookInstanceLifecycleConfigNameContains: NotRequired[str],
    DefaultCodeRepositoryContains: NotRequired[str],
    AdditionalCodeRepositoryEquals: NotRequired[str],
  1. See NotebookInstanceSortKeyType
  2. See NotebookInstanceSortOrderType
  3. See NotebookInstanceStatusType

ListPipelineExecutionsRequestRequestTypeDef#

# ListPipelineExecutionsRequestRequestTypeDef definition

class ListPipelineExecutionsRequestRequestTypeDef(TypedDict):
    PipelineName: str,
    CreatedAfter: NotRequired[Union[datetime, str]],
    CreatedBefore: NotRequired[Union[datetime, str]],
    SortBy: NotRequired[SortPipelineExecutionsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
  1. See SortPipelineExecutionsByType
  2. See SortOrderType

ListPipelinesRequestRequestTypeDef#

# ListPipelinesRequestRequestTypeDef definition

class ListPipelinesRequestRequestTypeDef(TypedDict):
    PipelineNamePrefix: NotRequired[str],
    CreatedAfter: NotRequired[Union[datetime, str]],
    CreatedBefore: NotRequired[Union[datetime, str]],
    SortBy: NotRequired[SortPipelinesByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
  1. See SortPipelinesByType
  2. See SortOrderType

ListProcessingJobsRequestRequestTypeDef#

# ListProcessingJobsRequestRequestTypeDef definition

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

ListProjectsInputRequestTypeDef#

# ListProjectsInputRequestTypeDef definition

class ListProjectsInputRequestTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    MaxResults: NotRequired[int],
    NameContains: NotRequired[str],
    NextToken: NotRequired[str],
    SortBy: NotRequired[ProjectSortByType],  # (1)
    SortOrder: NotRequired[ProjectSortOrderType],  # (2)
  1. See ProjectSortByType
  2. See ProjectSortOrderType

ListResourceCatalogsRequestRequestTypeDef#

# ListResourceCatalogsRequestRequestTypeDef definition

class ListResourceCatalogsRequestRequestTypeDef(TypedDict):
    NameContains: NotRequired[str],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    SortOrder: NotRequired[ResourceCatalogSortOrderType],  # (1)
    SortBy: NotRequired[ResourceCatalogSortByType],  # (2)
    MaxResults: NotRequired[int],
    NextToken: NotRequired[str],
  1. See ResourceCatalogSortOrderType
  2. See ResourceCatalogSortByType

ListStudioLifecycleConfigsRequestRequestTypeDef#

# ListStudioLifecycleConfigsRequestRequestTypeDef definition

class ListStudioLifecycleConfigsRequestRequestTypeDef(TypedDict):
    MaxResults: NotRequired[int],
    NextToken: NotRequired[str],
    NameContains: NotRequired[str],
    AppTypeEquals: NotRequired[StudioLifecycleConfigAppTypeType],  # (1)
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    ModifiedTimeBefore: NotRequired[Union[datetime, str]],
    ModifiedTimeAfter: NotRequired[Union[datetime, str]],
    SortBy: NotRequired[StudioLifecycleConfigSortKeyType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
  1. See StudioLifecycleConfigAppTypeType
  2. See StudioLifecycleConfigSortKeyType
  3. See SortOrderType

ListTrainingJobsRequestRequestTypeDef#

# ListTrainingJobsRequestRequestTypeDef definition

class ListTrainingJobsRequestRequestTypeDef(TypedDict):
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    NameContains: NotRequired[str],
    StatusEquals: NotRequired[TrainingJobStatusType],  # (1)
    SortBy: NotRequired[SortByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    WarmPoolStatusEquals: NotRequired[WarmPoolResourceStatusType],  # (4)
  1. See TrainingJobStatusType
  2. See SortByType
  3. See SortOrderType
  4. See WarmPoolResourceStatusType

ListTransformJobsRequestRequestTypeDef#

# ListTransformJobsRequestRequestTypeDef definition

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

ListTrialComponentsRequestRequestTypeDef#

# ListTrialComponentsRequestRequestTypeDef definition

class ListTrialComponentsRequestRequestTypeDef(TypedDict):
    ExperimentName: NotRequired[str],
    TrialName: NotRequired[str],
    SourceArn: NotRequired[str],
    CreatedAfter: NotRequired[Union[datetime, str]],
    CreatedBefore: NotRequired[Union[datetime, str]],
    SortBy: NotRequired[SortTrialComponentsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    MaxResults: NotRequired[int],
    NextToken: NotRequired[str],
  1. See SortTrialComponentsByType
  2. See SortOrderType

ListTrialsRequestRequestTypeDef#

# ListTrialsRequestRequestTypeDef definition

class ListTrialsRequestRequestTypeDef(TypedDict):
    ExperimentName: NotRequired[str],
    TrialComponentName: NotRequired[str],
    CreatedAfter: NotRequired[Union[datetime, str]],
    CreatedBefore: NotRequired[Union[datetime, str]],
    SortBy: NotRequired[SortTrialsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    MaxResults: NotRequired[int],
    NextToken: NotRequired[str],
  1. See SortTrialsByType
  2. See SortOrderType

QueryFiltersTypeDef#

# QueryFiltersTypeDef definition

class QueryFiltersTypeDef(TypedDict):
    Types: NotRequired[Sequence[str]],
    LineageTypes: NotRequired[Sequence[LineageTypeType]],  # (1)
    CreatedBefore: NotRequired[Union[datetime, str]],
    CreatedAfter: NotRequired[Union[datetime, str]],
    ModifiedBefore: NotRequired[Union[datetime, str]],
    ModifiedAfter: NotRequired[Union[datetime, str]],
    Properties: NotRequired[Mapping[str, str]],
  1. See LineageTypeType

CreateTrialComponentRequestRequestTypeDef#

# CreateTrialComponentRequestRequestTypeDef definition

class CreateTrialComponentRequestRequestTypeDef(TypedDict):
    TrialComponentName: str,
    DisplayName: NotRequired[str],
    Status: NotRequired[TrialComponentStatusTypeDef],  # (1)
    StartTime: NotRequired[Union[datetime, str]],
    EndTime: NotRequired[Union[datetime, str]],
    Parameters: NotRequired[Mapping[str, TrialComponentParameterValueTypeDef]],  # (2)
    InputArtifacts: NotRequired[Mapping[str, TrialComponentArtifactTypeDef]],  # (3)
    OutputArtifacts: NotRequired[Mapping[str, TrialComponentArtifactTypeDef]],  # (3)
    MetadataProperties: NotRequired[MetadataPropertiesTypeDef],  # (5)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (6)
  1. See TrialComponentStatusTypeDef
  2. See TrialComponentParameterValueTypeDef
  3. See TrialComponentArtifactTypeDef
  4. See TrialComponentArtifactTypeDef
  5. See MetadataPropertiesTypeDef
  6. See TagTypeDef

UpdateTrialComponentRequestRequestTypeDef#

# UpdateTrialComponentRequestRequestTypeDef definition

class UpdateTrialComponentRequestRequestTypeDef(TypedDict):
    TrialComponentName: str,
    DisplayName: NotRequired[str],
    Status: NotRequired[TrialComponentStatusTypeDef],  # (1)
    StartTime: NotRequired[Union[datetime, str]],
    EndTime: NotRequired[Union[datetime, str]],
    Parameters: NotRequired[Mapping[str, TrialComponentParameterValueTypeDef]],  # (2)
    ParametersToRemove: NotRequired[Sequence[str]],
    InputArtifacts: NotRequired[Mapping[str, TrialComponentArtifactTypeDef]],  # (3)
    InputArtifactsToRemove: NotRequired[Sequence[str]],
    OutputArtifacts: NotRequired[Mapping[str, TrialComponentArtifactTypeDef]],  # (3)
    OutputArtifactsToRemove: NotRequired[Sequence[str]],
  1. See TrialComponentStatusTypeDef
  2. See TrialComponentParameterValueTypeDef
  3. See TrialComponentArtifactTypeDef
  4. See TrialComponentArtifactTypeDef

CreateWorkforceRequestRequestTypeDef#

# CreateWorkforceRequestRequestTypeDef definition

class CreateWorkforceRequestRequestTypeDef(TypedDict):
    WorkforceName: str,
    CognitoConfig: NotRequired[CognitoConfigTypeDef],  # (1)
    OidcConfig: NotRequired[OidcConfigTypeDef],  # (2)
    SourceIpConfig: NotRequired[SourceIpConfigTypeDef],  # (3)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (4)
    WorkforceVpcConfig: NotRequired[WorkforceVpcConfigRequestTypeDef],  # (5)
  1. See CognitoConfigTypeDef
  2. See OidcConfigTypeDef
  3. See SourceIpConfigTypeDef
  4. See TagTypeDef
  5. See WorkforceVpcConfigRequestTypeDef

UpdateWorkforceRequestRequestTypeDef#

# UpdateWorkforceRequestRequestTypeDef definition

class UpdateWorkforceRequestRequestTypeDef(TypedDict):
    WorkforceName: str,
    SourceIpConfig: NotRequired[SourceIpConfigTypeDef],  # (1)
    OidcConfig: NotRequired[OidcConfigTypeDef],  # (2)
    WorkforceVpcConfig: NotRequired[WorkforceVpcConfigRequestTypeDef],  # (3)
  1. See SourceIpConfigTypeDef
  2. See OidcConfigTypeDef
  3. See WorkforceVpcConfigRequestTypeDef

CustomFileSystemConfigTypeDef#

# CustomFileSystemConfigTypeDef definition

class CustomFileSystemConfigTypeDef(TypedDict):
    EFSFileSystemConfig: NotRequired[EFSFileSystemConfigTypeDef],  # (1)
  1. See EFSFileSystemConfigTypeDef

CustomFileSystemTypeDef#

# CustomFileSystemTypeDef definition

class CustomFileSystemTypeDef(TypedDict):
    EFSFileSystem: NotRequired[EFSFileSystemTypeDef],  # (1)
  1. See EFSFileSystemTypeDef

JupyterLabAppSettingsTypeDef#

# JupyterLabAppSettingsTypeDef definition

class JupyterLabAppSettingsTypeDef(TypedDict):
    DefaultResourceSpec: NotRequired[ResourceSpecTypeDef],  # (1)
    CustomImages: NotRequired[Sequence[CustomImageTypeDef]],  # (2)
    LifecycleConfigArns: NotRequired[Sequence[str]],
    CodeRepositories: NotRequired[Sequence[CodeRepositoryTypeDef]],  # (3)
  1. See ResourceSpecTypeDef
  2. See CustomImageTypeDef
  3. See CodeRepositoryTypeDef

KernelGatewayAppSettingsTypeDef#

# KernelGatewayAppSettingsTypeDef definition

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

RSessionAppSettingsTypeDef#

# RSessionAppSettingsTypeDef definition

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

ModelBiasBaselineConfigTypeDef#

# ModelBiasBaselineConfigTypeDef definition

class ModelBiasBaselineConfigTypeDef(TypedDict):
    BaseliningJobName: NotRequired[str],
    ConstraintsResource: NotRequired[MonitoringConstraintsResourceTypeDef],  # (1)
  1. See MonitoringConstraintsResourceTypeDef

ModelExplainabilityBaselineConfigTypeDef#

# ModelExplainabilityBaselineConfigTypeDef definition

class ModelExplainabilityBaselineConfigTypeDef(TypedDict):
    BaseliningJobName: NotRequired[str],
    ConstraintsResource: NotRequired[MonitoringConstraintsResourceTypeDef],  # (1)
  1. See MonitoringConstraintsResourceTypeDef

ModelQualityBaselineConfigTypeDef#

# ModelQualityBaselineConfigTypeDef definition

class ModelQualityBaselineConfigTypeDef(TypedDict):
    BaseliningJobName: NotRequired[str],
    ConstraintsResource: NotRequired[MonitoringConstraintsResourceTypeDef],  # (1)
  1. See MonitoringConstraintsResourceTypeDef

DataQualityBaselineConfigTypeDef#

# DataQualityBaselineConfigTypeDef definition

class DataQualityBaselineConfigTypeDef(TypedDict):
    BaseliningJobName: NotRequired[str],
    ConstraintsResource: NotRequired[MonitoringConstraintsResourceTypeDef],  # (1)
    StatisticsResource: NotRequired[MonitoringStatisticsResourceTypeDef],  # (2)
  1. See MonitoringConstraintsResourceTypeDef
  2. See MonitoringStatisticsResourceTypeDef

MonitoringBaselineConfigTypeDef#

# MonitoringBaselineConfigTypeDef definition

class MonitoringBaselineConfigTypeDef(TypedDict):
    BaseliningJobName: NotRequired[str],
    ConstraintsResource: NotRequired[MonitoringConstraintsResourceTypeDef],  # (1)
    StatisticsResource: NotRequired[MonitoringStatisticsResourceTypeDef],  # (2)
  1. See MonitoringConstraintsResourceTypeDef
  2. See MonitoringStatisticsResourceTypeDef

DataSourcePaginatorTypeDef#

# DataSourcePaginatorTypeDef definition

class DataSourcePaginatorTypeDef(TypedDict):
    S3DataSource: NotRequired[S3DataSourcePaginatorTypeDef],  # (1)
    FileSystemDataSource: NotRequired[FileSystemDataSourceTypeDef],  # (2)
  1. See S3DataSourcePaginatorTypeDef
  2. See FileSystemDataSourceTypeDef

DataSourceTypeDef#

# DataSourceTypeDef definition

class DataSourceTypeDef(TypedDict):
    S3DataSource: NotRequired[S3DataSourceTypeDef],  # (1)
    FileSystemDataSource: NotRequired[FileSystemDataSourceTypeDef],  # (2)
  1. See S3DataSourceTypeDef
  2. See FileSystemDataSourceTypeDef

DatasetDefinitionTypeDef#

# DatasetDefinitionTypeDef definition

class DatasetDefinitionTypeDef(TypedDict):
    AthenaDatasetDefinition: NotRequired[AthenaDatasetDefinitionTypeDef],  # (1)
    RedshiftDatasetDefinition: NotRequired[RedshiftDatasetDefinitionTypeDef],  # (2)
    LocalPath: NotRequired[str],
    DataDistributionType: NotRequired[DataDistributionTypeType],  # (3)
    InputMode: NotRequired[InputModeType],  # (4)
  1. See AthenaDatasetDefinitionTypeDef
  2. See RedshiftDatasetDefinitionTypeDef
  3. See DataDistributionTypeType
  4. See InputModeType

DefaultSpaceStorageSettingsTypeDef#

# DefaultSpaceStorageSettingsTypeDef definition

class DefaultSpaceStorageSettingsTypeDef(TypedDict):
    DefaultEbsStorageSettings: NotRequired[DefaultEbsStorageSettingsTypeDef],  # (1)
  1. See DefaultEbsStorageSettingsTypeDef

DeleteDomainRequestRequestTypeDef#

# DeleteDomainRequestRequestTypeDef definition

class DeleteDomainRequestRequestTypeDef(TypedDict):
    DomainId: str,
    RetentionPolicy: NotRequired[RetentionPolicyTypeDef],  # (1)
  1. See RetentionPolicyTypeDef

InferenceComponentContainerSpecificationSummaryTypeDef#

# InferenceComponentContainerSpecificationSummaryTypeDef definition

class InferenceComponentContainerSpecificationSummaryTypeDef(TypedDict):
    DeployedImage: NotRequired[DeployedImageTypeDef],  # (1)
    ArtifactUrl: NotRequired[str],
    Environment: NotRequired[Dict[str, str]],
  1. See DeployedImageTypeDef

DeploymentRecommendationTypeDef#

# DeploymentRecommendationTypeDef definition

class DeploymentRecommendationTypeDef(TypedDict):
    RecommendationStatus: RecommendationStatusType,  # (1)
    RealTimeInferenceRecommendations: NotRequired[List[RealTimeInferenceRecommendationTypeDef]],  # (2)
  1. See RecommendationStatusType
  2. See RealTimeInferenceRecommendationTypeDef

DeploymentStageTypeDef#

# DeploymentStageTypeDef definition

class DeploymentStageTypeDef(TypedDict):
    StageName: str,
    DeviceSelectionConfig: DeviceSelectionConfigTypeDef,  # (1)
    DeploymentConfig: NotRequired[EdgeDeploymentConfigTypeDef],  # (2)
  1. See DeviceSelectionConfigTypeDef
  2. See EdgeDeploymentConfigTypeDef

DeploymentStageStatusSummaryTypeDef#

# DeploymentStageStatusSummaryTypeDef definition

class DeploymentStageStatusSummaryTypeDef(TypedDict):
    StageName: str,
    DeviceSelectionConfig: DeviceSelectionConfigTypeDef,  # (1)
    DeploymentConfig: EdgeDeploymentConfigTypeDef,  # (2)
    DeploymentStatus: EdgeDeploymentStatusTypeDef,  # (3)
  1. See DeviceSelectionConfigTypeDef
  2. See EdgeDeploymentConfigTypeDef
  3. See EdgeDeploymentStatusTypeDef

DescribeDeviceResponseTypeDef#

# DescribeDeviceResponseTypeDef definition

class DescribeDeviceResponseTypeDef(TypedDict):
    DeviceArn: str,
    DeviceName: str,
    Description: str,
    DeviceFleetName: str,
    IotThingName: str,
    RegistrationTime: datetime,
    LatestHeartbeat: datetime,
    Models: List[EdgeModelTypeDef],  # (1)
    MaxModels: int,
    NextToken: str,
    AgentVersion: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See EdgeModelTypeDef
  2. See ResponseMetadataTypeDef

DescribeEdgePackagingJobResponseTypeDef#

# DescribeEdgePackagingJobResponseTypeDef definition

class DescribeEdgePackagingJobResponseTypeDef(TypedDict):
    EdgePackagingJobArn: str,
    EdgePackagingJobName: str,
    CompilationJobName: str,
    ModelName: str,
    ModelVersion: str,
    RoleArn: str,
    OutputConfig: EdgeOutputConfigTypeDef,  # (1)
    ResourceKey: str,
    EdgePackagingJobStatus: EdgePackagingJobStatusType,  # (2)
    EdgePackagingJobStatusMessage: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    ModelArtifact: str,
    ModelSignature: str,
    PresetDeploymentOutput: EdgePresetDeploymentOutputTypeDef,  # (3)
    ResponseMetadata: ResponseMetadataTypeDef,  # (4)
  1. See EdgeOutputConfigTypeDef
  2. See EdgePackagingJobStatusType
  3. See EdgePresetDeploymentOutputTypeDef
  4. See ResponseMetadataTypeDef

DescribeEndpointInputEndpointDeletedWaitTypeDef#

# DescribeEndpointInputEndpointDeletedWaitTypeDef definition

class DescribeEndpointInputEndpointDeletedWaitTypeDef(TypedDict):
    EndpointName: str,
    WaiterConfig: NotRequired[WaiterConfigTypeDef],  # (1)
  1. See WaiterConfigTypeDef

DescribeEndpointInputEndpointInServiceWaitTypeDef#

# DescribeEndpointInputEndpointInServiceWaitTypeDef definition

class DescribeEndpointInputEndpointInServiceWaitTypeDef(TypedDict):
    EndpointName: str,
    WaiterConfig: NotRequired[WaiterConfigTypeDef],  # (1)
  1. See WaiterConfigTypeDef

DescribeImageRequestImageCreatedWaitTypeDef#

# DescribeImageRequestImageCreatedWaitTypeDef definition

class DescribeImageRequestImageCreatedWaitTypeDef(TypedDict):
    ImageName: str,
    WaiterConfig: NotRequired[WaiterConfigTypeDef],  # (1)
  1. See WaiterConfigTypeDef

DescribeImageRequestImageDeletedWaitTypeDef#

# DescribeImageRequestImageDeletedWaitTypeDef definition

class DescribeImageRequestImageDeletedWaitTypeDef(TypedDict):
    ImageName: str,
    WaiterConfig: NotRequired[WaiterConfigTypeDef],  # (1)
  1. See WaiterConfigTypeDef

DescribeImageRequestImageUpdatedWaitTypeDef#

# DescribeImageRequestImageUpdatedWaitTypeDef definition

class DescribeImageRequestImageUpdatedWaitTypeDef(TypedDict):
    ImageName: str,
    WaiterConfig: NotRequired[WaiterConfigTypeDef],  # (1)
  1. See WaiterConfigTypeDef

DescribeImageVersionRequestImageVersionCreatedWaitTypeDef#

# DescribeImageVersionRequestImageVersionCreatedWaitTypeDef definition

class DescribeImageVersionRequestImageVersionCreatedWaitTypeDef(TypedDict):
    ImageName: str,
    Version: NotRequired[int],
    Alias: NotRequired[str],
    WaiterConfig: NotRequired[WaiterConfigTypeDef],  # (1)
  1. See WaiterConfigTypeDef

DescribeImageVersionRequestImageVersionDeletedWaitTypeDef#

# DescribeImageVersionRequestImageVersionDeletedWaitTypeDef definition

class DescribeImageVersionRequestImageVersionDeletedWaitTypeDef(TypedDict):
    ImageName: str,
    Version: NotRequired[int],
    Alias: NotRequired[str],
    WaiterConfig: NotRequired[WaiterConfigTypeDef],  # (1)
  1. See WaiterConfigTypeDef

DescribeNotebookInstanceInputNotebookInstanceDeletedWaitTypeDef#

# DescribeNotebookInstanceInputNotebookInstanceDeletedWaitTypeDef definition

class DescribeNotebookInstanceInputNotebookInstanceDeletedWaitTypeDef(TypedDict):
    NotebookInstanceName: str,
    WaiterConfig: NotRequired[WaiterConfigTypeDef],  # (1)
  1. See WaiterConfigTypeDef

DescribeNotebookInstanceInputNotebookInstanceInServiceWaitTypeDef#

# DescribeNotebookInstanceInputNotebookInstanceInServiceWaitTypeDef definition

class DescribeNotebookInstanceInputNotebookInstanceInServiceWaitTypeDef(TypedDict):
    NotebookInstanceName: str,
    WaiterConfig: NotRequired[WaiterConfigTypeDef],  # (1)
  1. See WaiterConfigTypeDef

DescribeNotebookInstanceInputNotebookInstanceStoppedWaitTypeDef#

# DescribeNotebookInstanceInputNotebookInstanceStoppedWaitTypeDef definition

class DescribeNotebookInstanceInputNotebookInstanceStoppedWaitTypeDef(TypedDict):
    NotebookInstanceName: str,
    WaiterConfig: NotRequired[WaiterConfigTypeDef],  # (1)
  1. See WaiterConfigTypeDef

DescribeProcessingJobRequestProcessingJobCompletedOrStoppedWaitTypeDef#

# DescribeProcessingJobRequestProcessingJobCompletedOrStoppedWaitTypeDef definition

class DescribeProcessingJobRequestProcessingJobCompletedOrStoppedWaitTypeDef(TypedDict):
    ProcessingJobName: str,
    WaiterConfig: NotRequired[WaiterConfigTypeDef],  # (1)
  1. See WaiterConfigTypeDef

DescribeTrainingJobRequestTrainingJobCompletedOrStoppedWaitTypeDef#

# DescribeTrainingJobRequestTrainingJobCompletedOrStoppedWaitTypeDef definition

class DescribeTrainingJobRequestTrainingJobCompletedOrStoppedWaitTypeDef(TypedDict):
    TrainingJobName: str,
    WaiterConfig: NotRequired[WaiterConfigTypeDef],  # (1)
  1. See WaiterConfigTypeDef

DescribeTransformJobRequestTransformJobCompletedOrStoppedWaitTypeDef#

# DescribeTransformJobRequestTransformJobCompletedOrStoppedWaitTypeDef definition

class DescribeTransformJobRequestTransformJobCompletedOrStoppedWaitTypeDef(TypedDict):
    TransformJobName: str,
    WaiterConfig: NotRequired[WaiterConfigTypeDef],  # (1)
  1. See WaiterConfigTypeDef

ExperimentSummaryTypeDef#

# ExperimentSummaryTypeDef definition

class ExperimentSummaryTypeDef(TypedDict):
    ExperimentArn: NotRequired[str],
    ExperimentName: NotRequired[str],
    DisplayName: NotRequired[str],
    ExperimentSource: NotRequired[ExperimentSourceTypeDef],  # (1)
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
  1. See ExperimentSourceTypeDef

FeatureGroupSummaryTypeDef#

# FeatureGroupSummaryTypeDef definition

class FeatureGroupSummaryTypeDef(TypedDict):
    FeatureGroupName: str,
    FeatureGroupArn: str,
    CreationTime: datetime,
    FeatureGroupStatus: NotRequired[FeatureGroupStatusType],  # (1)
    OfflineStoreStatus: NotRequired[OfflineStoreStatusTypeDef],  # (2)
  1. See FeatureGroupStatusType
  2. See OfflineStoreStatusTypeDef

DescribeFeatureMetadataResponseTypeDef#

# DescribeFeatureMetadataResponseTypeDef definition

class DescribeFeatureMetadataResponseTypeDef(TypedDict):
    FeatureGroupArn: str,
    FeatureGroupName: str,
    FeatureName: str,
    FeatureType: FeatureTypeType,  # (1)
    CreationTime: datetime,
    LastModifiedTime: datetime,
    Description: str,
    Parameters: List[FeatureParameterTypeDef],  # (2)
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)
  1. See FeatureTypeType
  2. See FeatureParameterTypeDef
  3. See ResponseMetadataTypeDef

FeatureMetadataTypeDef#

# FeatureMetadataTypeDef definition

class FeatureMetadataTypeDef(TypedDict):
    FeatureGroupArn: NotRequired[str],
    FeatureGroupName: NotRequired[str],
    FeatureName: NotRequired[str],
    FeatureType: NotRequired[FeatureTypeType],  # (1)
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    Description: NotRequired[str],
    Parameters: NotRequired[List[FeatureParameterTypeDef]],  # (2)
  1. See FeatureTypeType
  2. See FeatureParameterTypeDef

UpdateFeatureMetadataRequestRequestTypeDef#

# UpdateFeatureMetadataRequestRequestTypeDef definition

class UpdateFeatureMetadataRequestRequestTypeDef(TypedDict):
    FeatureGroupName: str,
    FeatureName: str,
    Description: NotRequired[str],
    ParameterAdditions: NotRequired[Sequence[FeatureParameterTypeDef]],  # (1)
    ParameterRemovals: NotRequired[Sequence[str]],
  1. See FeatureParameterTypeDef

DescribeHubContentResponseTypeDef#

# DescribeHubContentResponseTypeDef definition

class DescribeHubContentResponseTypeDef(TypedDict):
    HubContentName: str,
    HubContentArn: str,
    HubContentVersion: str,
    HubContentType: HubContentTypeType,  # (1)
    DocumentSchemaVersion: str,
    HubName: str,
    HubArn: str,
    HubContentDisplayName: str,
    HubContentDescription: str,
    HubContentMarkdown: str,
    HubContentDocument: str,
    HubContentSearchKeywords: List[str],
    HubContentDependencies: List[HubContentDependencyTypeDef],  # (2)
    HubContentStatus: HubContentStatusType,  # (3)
    FailureReason: str,
    CreationTime: datetime,
    ResponseMetadata: ResponseMetadataTypeDef,  # (4)
  1. See HubContentTypeType
  2. See HubContentDependencyTypeDef
  3. See HubContentStatusType
  4. See ResponseMetadataTypeDef

DescribeHumanTaskUiResponseTypeDef#

# DescribeHumanTaskUiResponseTypeDef definition

class DescribeHumanTaskUiResponseTypeDef(TypedDict):
    HumanTaskUiArn: str,
    HumanTaskUiName: str,
    HumanTaskUiStatus: HumanTaskUiStatusType,  # (1)
    CreationTime: datetime,
    UiTemplate: UiTemplateInfoTypeDef,  # (2)
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)
  1. See HumanTaskUiStatusType
  2. See UiTemplateInfoTypeDef
  3. See ResponseMetadataTypeDef

DescribeModelCardExportJobResponseTypeDef#

# DescribeModelCardExportJobResponseTypeDef definition

class DescribeModelCardExportJobResponseTypeDef(TypedDict):
    ModelCardExportJobName: str,
    ModelCardExportJobArn: str,
    Status: ModelCardExportJobStatusType,  # (1)
    ModelCardName: str,
    ModelCardVersion: int,
    OutputConfig: ModelCardExportOutputConfigTypeDef,  # (2)
    CreatedAt: datetime,
    LastModifiedAt: datetime,
    FailureReason: str,
    ExportArtifacts: ModelCardExportArtifactsTypeDef,  # (3)
    ResponseMetadata: ResponseMetadataTypeDef,  # (4)
  1. See ModelCardExportJobStatusType
  2. See ModelCardExportOutputConfigTypeDef
  3. See ModelCardExportArtifactsTypeDef
  4. See ResponseMetadataTypeDef

ListMonitoringExecutionsResponseTypeDef#

# ListMonitoringExecutionsResponseTypeDef definition

class ListMonitoringExecutionsResponseTypeDef(TypedDict):
    MonitoringExecutionSummaries: List[MonitoringExecutionSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See MonitoringExecutionSummaryTypeDef
  2. See ResponseMetadataTypeDef

DescribeSubscribedWorkteamResponseTypeDef#

# DescribeSubscribedWorkteamResponseTypeDef definition

class DescribeSubscribedWorkteamResponseTypeDef(TypedDict):
    SubscribedWorkteam: SubscribedWorkteamTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See SubscribedWorkteamTypeDef
  2. See ResponseMetadataTypeDef

ListSubscribedWorkteamsResponseTypeDef#

# ListSubscribedWorkteamsResponseTypeDef definition

class ListSubscribedWorkteamsResponseTypeDef(TypedDict):
    SubscribedWorkteams: List[SubscribedWorkteamTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See SubscribedWorkteamTypeDef
  2. See ResponseMetadataTypeDef

TrainingJobSummaryTypeDef#

# TrainingJobSummaryTypeDef definition

class TrainingJobSummaryTypeDef(TypedDict):
    TrainingJobName: str,
    TrainingJobArn: str,
    CreationTime: datetime,
    TrainingJobStatus: TrainingJobStatusType,  # (1)
    TrainingEndTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    WarmPoolStatus: NotRequired[WarmPoolStatusTypeDef],  # (2)
  1. See TrainingJobStatusType
  2. See WarmPoolStatusTypeDef

TrialSummaryTypeDef#

# TrialSummaryTypeDef definition

class TrialSummaryTypeDef(TypedDict):
    TrialArn: NotRequired[str],
    TrialName: NotRequired[str],
    DisplayName: NotRequired[str],
    TrialSource: NotRequired[TrialSourceTypeDef],  # (1)
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
  1. See TrialSourceTypeDef

DesiredWeightAndCapacityTypeDef#

# DesiredWeightAndCapacityTypeDef definition

class DesiredWeightAndCapacityTypeDef(TypedDict):
    VariantName: str,
    DesiredWeight: NotRequired[float],
    DesiredInstanceCount: NotRequired[int],
    ServerlessUpdateConfig: NotRequired[ProductionVariantServerlessUpdateConfigTypeDef],  # (1)
  1. See ProductionVariantServerlessUpdateConfigTypeDef

ListStageDevicesResponseTypeDef#

# ListStageDevicesResponseTypeDef definition

class ListStageDevicesResponseTypeDef(TypedDict):
    DeviceDeploymentSummaries: List[DeviceDeploymentSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See DeviceDeploymentSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListDeviceFleetsResponseTypeDef#

# ListDeviceFleetsResponseTypeDef definition

class ListDeviceFleetsResponseTypeDef(TypedDict):
    DeviceFleetSummaries: List[DeviceFleetSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See DeviceFleetSummaryTypeDef
  2. See ResponseMetadataTypeDef

DeviceSummaryTypeDef#

# DeviceSummaryTypeDef definition

class DeviceSummaryTypeDef(TypedDict):
    DeviceName: str,
    DeviceArn: str,
    Description: NotRequired[str],
    DeviceFleetName: NotRequired[str],
    IotThingName: NotRequired[str],
    RegistrationTime: NotRequired[datetime],
    LatestHeartbeat: NotRequired[datetime],
    Models: NotRequired[List[EdgeModelSummaryTypeDef]],  # (1)
    AgentVersion: NotRequired[str],
  1. See EdgeModelSummaryTypeDef

RegisterDevicesRequestRequestTypeDef#

# RegisterDevicesRequestRequestTypeDef definition

class RegisterDevicesRequestRequestTypeDef(TypedDict):
    DeviceFleetName: str,
    Devices: Sequence[DeviceTypeDef],  # (1)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
  1. See DeviceTypeDef
  2. See TagTypeDef

UpdateDevicesRequestRequestTypeDef#

# UpdateDevicesRequestRequestTypeDef definition

class UpdateDevicesRequestRequestTypeDef(TypedDict):
    DeviceFleetName: str,
    Devices: Sequence[DeviceTypeDef],  # (1)
  1. See DeviceTypeDef

ListDomainsResponseTypeDef#

# ListDomainsResponseTypeDef definition

class ListDomainsResponseTypeDef(TypedDict):
    Domains: List[DomainDetailsTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See DomainDetailsTypeDef
  2. See ResponseMetadataTypeDef

DriftCheckBiasTypeDef#

# DriftCheckBiasTypeDef definition

class DriftCheckBiasTypeDef(TypedDict):
    ConfigFile: NotRequired[FileSourceTypeDef],  # (1)
    PreTrainingConstraints: NotRequired[MetricsSourceTypeDef],  # (2)
    PostTrainingConstraints: NotRequired[MetricsSourceTypeDef],  # (2)
  1. See FileSourceTypeDef
  2. See MetricsSourceTypeDef
  3. See MetricsSourceTypeDef

DriftCheckExplainabilityTypeDef#

# DriftCheckExplainabilityTypeDef definition

class DriftCheckExplainabilityTypeDef(TypedDict):
    Constraints: NotRequired[MetricsSourceTypeDef],  # (1)
    ConfigFile: NotRequired[FileSourceTypeDef],  # (2)
  1. See MetricsSourceTypeDef
  2. See FileSourceTypeDef

SpaceStorageSettingsTypeDef#

# SpaceStorageSettingsTypeDef definition

class SpaceStorageSettingsTypeDef(TypedDict):
    EbsStorageSettings: NotRequired[EbsStorageSettingsTypeDef],  # (1)
  1. See EbsStorageSettingsTypeDef

ListEdgeDeploymentPlansResponseTypeDef#

# ListEdgeDeploymentPlansResponseTypeDef definition

class ListEdgeDeploymentPlansResponseTypeDef(TypedDict):
    EdgeDeploymentPlanSummaries: List[EdgeDeploymentPlanSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See EdgeDeploymentPlanSummaryTypeDef
  2. See ResponseMetadataTypeDef

GetDeviceFleetReportResponseTypeDef#

# GetDeviceFleetReportResponseTypeDef definition

class GetDeviceFleetReportResponseTypeDef(TypedDict):
    DeviceFleetArn: str,
    DeviceFleetName: str,
    OutputConfig: EdgeOutputConfigTypeDef,  # (1)
    Description: str,
    ReportGenerated: datetime,
    DeviceStats: DeviceStatsTypeDef,  # (2)
    AgentVersions: List[AgentVersionTypeDef],  # (3)
    ModelStats: List[EdgeModelStatTypeDef],  # (4)
    ResponseMetadata: ResponseMetadataTypeDef,  # (5)
  1. See EdgeOutputConfigTypeDef
  2. See DeviceStatsTypeDef
  3. See AgentVersionTypeDef
  4. See EdgeModelStatTypeDef
  5. See ResponseMetadataTypeDef

ListEdgePackagingJobsResponseTypeDef#

# ListEdgePackagingJobsResponseTypeDef definition

class ListEdgePackagingJobsResponseTypeDef(TypedDict):
    EdgePackagingJobSummaries: List[EdgePackagingJobSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See EdgePackagingJobSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListEndpointConfigsOutputTypeDef#

# ListEndpointConfigsOutputTypeDef definition

class ListEndpointConfigsOutputTypeDef(TypedDict):
    EndpointConfigs: List[EndpointConfigSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See EndpointConfigSummaryTypeDef
  2. See ResponseMetadataTypeDef

EndpointOutputConfigurationTypeDef#

# EndpointOutputConfigurationTypeDef definition

class EndpointOutputConfigurationTypeDef(TypedDict):
    EndpointName: str,
    VariantName: str,
    InstanceType: NotRequired[ProductionVariantInstanceTypeType],  # (1)
    InitialInstanceCount: NotRequired[int],
    ServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef],  # (2)
  1. See ProductionVariantInstanceTypeType
  2. See ProductionVariantServerlessConfigTypeDef

EndpointPerformanceTypeDef#

# EndpointPerformanceTypeDef definition

class EndpointPerformanceTypeDef(TypedDict):
    Metrics: InferenceMetricsTypeDef,  # (1)
    EndpointInfo: EndpointInfoTypeDef,  # (2)
  1. See InferenceMetricsTypeDef
  2. See EndpointInfoTypeDef

ListEndpointsOutputTypeDef#

# ListEndpointsOutputTypeDef definition

class ListEndpointsOutputTypeDef(TypedDict):
    Endpoints: List[EndpointSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See EndpointSummaryTypeDef
  2. See ResponseMetadataTypeDef

ModelConfigurationTypeDef#

# ModelConfigurationTypeDef definition

class ModelConfigurationTypeDef(TypedDict):
    InferenceSpecificationName: NotRequired[str],
    EnvironmentParameters: NotRequired[List[EnvironmentParameterTypeDef]],  # (1)
    CompilationJobName: NotRequired[str],
  1. See EnvironmentParameterTypeDef

JupyterLabAppImageConfigPaginatorTypeDef#

# JupyterLabAppImageConfigPaginatorTypeDef definition

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

JupyterLabAppImageConfigTypeDef#

# JupyterLabAppImageConfigTypeDef definition

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

NestedFiltersTypeDef#

# NestedFiltersTypeDef definition

class NestedFiltersTypeDef(TypedDict):
    NestedPropertyName: str,
    Filters: Sequence[FilterTypeDef],  # (1)
  1. See FilterTypeDef

HyperParameterTrainingJobSummaryTypeDef#

# HyperParameterTrainingJobSummaryTypeDef definition

class HyperParameterTrainingJobSummaryTypeDef(TypedDict):
    TrainingJobName: str,
    TrainingJobArn: str,
    CreationTime: datetime,
    TrainingJobStatus: TrainingJobStatusType,  # (1)
    TunedHyperParameters: Dict[str, str],
    TrainingJobDefinitionName: NotRequired[str],
    TuningJobName: NotRequired[str],
    TrainingStartTime: NotRequired[datetime],
    TrainingEndTime: NotRequired[datetime],
    FailureReason: NotRequired[str],
    FinalHyperParameterTuningJobObjectiveMetric: NotRequired[FinalHyperParameterTuningJobObjectiveMetricTypeDef],  # (2)
    ObjectiveStatus: NotRequired[ObjectiveStatusType],  # (3)
  1. See TrainingJobStatusType
  2. See FinalHyperParameterTuningJobObjectiveMetricTypeDef
  3. See ObjectiveStatusType

ListFlowDefinitionsResponseTypeDef#

# ListFlowDefinitionsResponseTypeDef definition

class ListFlowDefinitionsResponseTypeDef(TypedDict):
    FlowDefinitionSummaries: List[FlowDefinitionSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See FlowDefinitionSummaryTypeDef
  2. See ResponseMetadataTypeDef

GetScalingConfigurationRecommendationRequestRequestTypeDef#

# GetScalingConfigurationRecommendationRequestRequestTypeDef definition

class GetScalingConfigurationRecommendationRequestRequestTypeDef(TypedDict):
    InferenceRecommendationsJobName: str,
    RecommendationId: NotRequired[str],
    EndpointName: NotRequired[str],
    TargetCpuUtilizationPerCore: NotRequired[int],
    ScalingPolicyObjective: NotRequired[ScalingPolicyObjectiveTypeDef],  # (1)
  1. See ScalingPolicyObjectiveTypeDef

GetSearchSuggestionsResponseTypeDef#

# GetSearchSuggestionsResponseTypeDef definition

class GetSearchSuggestionsResponseTypeDef(TypedDict):
    PropertyNameSuggestions: List[PropertyNameSuggestionTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See PropertyNameSuggestionTypeDef
  2. See ResponseMetadataTypeDef

UpdateCodeRepositoryInputRequestTypeDef#

# UpdateCodeRepositoryInputRequestTypeDef definition

class UpdateCodeRepositoryInputRequestTypeDef(TypedDict):
    CodeRepositoryName: str,
    GitConfig: NotRequired[GitConfigForUpdateTypeDef],  # (1)
  1. See GitConfigForUpdateTypeDef

ListHubContentVersionsResponseTypeDef#

# ListHubContentVersionsResponseTypeDef definition

class ListHubContentVersionsResponseTypeDef(TypedDict):
    HubContentSummaries: List[HubContentInfoTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See HubContentInfoTypeDef
  2. See ResponseMetadataTypeDef

ListHubContentsResponseTypeDef#

# ListHubContentsResponseTypeDef definition

class ListHubContentsResponseTypeDef(TypedDict):
    HubContentSummaries: List[HubContentInfoTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See HubContentInfoTypeDef
  2. See ResponseMetadataTypeDef

ListHubsResponseTypeDef#

# ListHubsResponseTypeDef definition

class ListHubsResponseTypeDef(TypedDict):
    HubSummaries: List[HubInfoTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See HubInfoTypeDef
  2. See ResponseMetadataTypeDef

HumanLoopActivationConfigTypeDef#

# HumanLoopActivationConfigTypeDef definition

class HumanLoopActivationConfigTypeDef(TypedDict):
    HumanLoopActivationConditionsConfig: HumanLoopActivationConditionsConfigTypeDef,  # (1)
  1. See HumanLoopActivationConditionsConfigTypeDef

ListHumanTaskUisResponseTypeDef#

# ListHumanTaskUisResponseTypeDef definition

class ListHumanTaskUisResponseTypeDef(TypedDict):
    HumanTaskUiSummaries: List[HumanTaskUiSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See HumanTaskUiSummaryTypeDef
  2. See ResponseMetadataTypeDef

NetworkConfigPaginatorTypeDef#

# NetworkConfigPaginatorTypeDef definition

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

HyperParameterTuningResourceConfigPaginatorTypeDef#

# HyperParameterTuningResourceConfigPaginatorTypeDef definition

class HyperParameterTuningResourceConfigPaginatorTypeDef(TypedDict):
    InstanceType: NotRequired[TrainingInstanceTypeType],  # (1)
    InstanceCount: NotRequired[int],
    VolumeSizeInGB: NotRequired[int],
    VolumeKmsKeyId: NotRequired[str],
    AllocationStrategy: NotRequired[HyperParameterTuningAllocationStrategyType],  # (2)
    InstanceConfigs: NotRequired[List[HyperParameterTuningInstanceConfigTypeDef]],  # (3)
  1. See TrainingInstanceTypeType
  2. See HyperParameterTuningAllocationStrategyType
  3. See HyperParameterTuningInstanceConfigTypeDef

HyperParameterTuningResourceConfigTypeDef#

# HyperParameterTuningResourceConfigTypeDef definition

class HyperParameterTuningResourceConfigTypeDef(TypedDict):
    InstanceType: NotRequired[TrainingInstanceTypeType],  # (1)
    InstanceCount: NotRequired[int],
    VolumeSizeInGB: NotRequired[int],
    VolumeKmsKeyId: NotRequired[str],
    AllocationStrategy: NotRequired[HyperParameterTuningAllocationStrategyType],  # (2)
    InstanceConfigs: NotRequired[Sequence[HyperParameterTuningInstanceConfigTypeDef]],  # (3)
  1. See TrainingInstanceTypeType
  2. See HyperParameterTuningAllocationStrategyType
  3. See HyperParameterTuningInstanceConfigTypeDef

HyperParameterTuningJobSummaryTypeDef#

# HyperParameterTuningJobSummaryTypeDef definition

class HyperParameterTuningJobSummaryTypeDef(TypedDict):
    HyperParameterTuningJobName: str,
    HyperParameterTuningJobArn: str,
    HyperParameterTuningJobStatus: HyperParameterTuningJobStatusType,  # (1)
    Strategy: HyperParameterTuningJobStrategyTypeType,  # (2)
    CreationTime: datetime,
    TrainingJobStatusCounters: TrainingJobStatusCountersTypeDef,  # (3)
    ObjectiveStatusCounters: ObjectiveStatusCountersTypeDef,  # (4)
    HyperParameterTuningEndTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    ResourceLimits: NotRequired[ResourceLimitsTypeDef],  # (5)
  1. See HyperParameterTuningJobStatusType
  2. See HyperParameterTuningJobStrategyTypeType
  3. See TrainingJobStatusCountersTypeDef
  4. See ObjectiveStatusCountersTypeDef
  5. See ResourceLimitsTypeDef

HyperParameterTuningJobStrategyConfigTypeDef#

# HyperParameterTuningJobStrategyConfigTypeDef definition

class HyperParameterTuningJobStrategyConfigTypeDef(TypedDict):
    HyperbandStrategyConfig: NotRequired[HyperbandStrategyConfigTypeDef],  # (1)
  1. See HyperbandStrategyConfigTypeDef

HyperParameterTuningJobWarmStartConfigPaginatorTypeDef#

# HyperParameterTuningJobWarmStartConfigPaginatorTypeDef definition

class HyperParameterTuningJobWarmStartConfigPaginatorTypeDef(TypedDict):
    ParentHyperParameterTuningJobs: List[ParentHyperParameterTuningJobTypeDef],  # (1)
    WarmStartType: HyperParameterTuningJobWarmStartTypeType,  # (2)
  1. See ParentHyperParameterTuningJobTypeDef
  2. See HyperParameterTuningJobWarmStartTypeType

HyperParameterTuningJobWarmStartConfigTypeDef#

# HyperParameterTuningJobWarmStartConfigTypeDef definition

class HyperParameterTuningJobWarmStartConfigTypeDef(TypedDict):
    ParentHyperParameterTuningJobs: Sequence[ParentHyperParameterTuningJobTypeDef],  # (1)
    WarmStartType: HyperParameterTuningJobWarmStartTypeType,  # (2)
  1. See ParentHyperParameterTuningJobTypeDef
  2. See HyperParameterTuningJobWarmStartTypeType

UserContextTypeDef#

# UserContextTypeDef definition

class UserContextTypeDef(TypedDict):
    UserProfileArn: NotRequired[str],
    UserProfileName: NotRequired[str],
    DomainId: NotRequired[str],
    IamIdentity: NotRequired[IamIdentityTypeDef],  # (1)
  1. See IamIdentityTypeDef

ImageConfigTypeDef#

# ImageConfigTypeDef definition

class ImageConfigTypeDef(TypedDict):
    RepositoryAccessMode: RepositoryAccessModeType,  # (1)
    RepositoryAuthConfig: NotRequired[RepositoryAuthConfigTypeDef],  # (2)
  1. See RepositoryAccessModeType
  2. See RepositoryAuthConfigTypeDef

ListImagesResponseTypeDef#

# ListImagesResponseTypeDef definition

class ListImagesResponseTypeDef(TypedDict):
    Images: List[ImageTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See ImageTypeDef
  2. See ResponseMetadataTypeDef

ListImageVersionsResponseTypeDef#

# ListImageVersionsResponseTypeDef definition

class ListImageVersionsResponseTypeDef(TypedDict):
    ImageVersions: List[ImageVersionTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See ImageVersionTypeDef
  2. See ResponseMetadataTypeDef

InferenceComponentSpecificationTypeDef#

# InferenceComponentSpecificationTypeDef definition

class InferenceComponentSpecificationTypeDef(TypedDict):
    ComputeResourceRequirements: InferenceComponentComputeResourceRequirementsTypeDef,  # (3)
    ModelName: NotRequired[str],
    Container: NotRequired[InferenceComponentContainerSpecificationTypeDef],  # (1)
    StartupParameters: NotRequired[InferenceComponentStartupParametersTypeDef],  # (2)
  1. See InferenceComponentContainerSpecificationTypeDef
  2. See InferenceComponentStartupParametersTypeDef
  3. See InferenceComponentComputeResourceRequirementsTypeDef

ListInferenceComponentsOutputTypeDef#

# ListInferenceComponentsOutputTypeDef definition

class ListInferenceComponentsOutputTypeDef(TypedDict):
    InferenceComponents: List[InferenceComponentSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See InferenceComponentSummaryTypeDef
  2. See ResponseMetadataTypeDef

InferenceExperimentSummaryPaginatorTypeDef#

# InferenceExperimentSummaryPaginatorTypeDef definition

class InferenceExperimentSummaryPaginatorTypeDef(TypedDict):
    Name: str,
    Type: InferenceExperimentTypeType,  # (1)
    Status: InferenceExperimentStatusType,  # (3)
    CreationTime: datetime,
    LastModifiedTime: datetime,
    Schedule: NotRequired[InferenceExperimentSchedulePaginatorTypeDef],  # (2)
    StatusReason: NotRequired[str],
    Description: NotRequired[str],
    CompletionTime: NotRequired[datetime],
    RoleArn: NotRequired[str],
  1. See InferenceExperimentTypeType
  2. See InferenceExperimentSchedulePaginatorTypeDef
  3. See InferenceExperimentStatusType

ListInferenceRecommendationsJobsResponseTypeDef#

# ListInferenceRecommendationsJobsResponseTypeDef definition

class ListInferenceRecommendationsJobsResponseTypeDef(TypedDict):
    InferenceRecommendationsJobs: List[InferenceRecommendationsJobTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See InferenceRecommendationsJobTypeDef
  2. See ResponseMetadataTypeDef

ResourceConfigPaginatorTypeDef#

# ResourceConfigPaginatorTypeDef definition

class ResourceConfigPaginatorTypeDef(TypedDict):
    VolumeSizeInGB: int,
    InstanceType: NotRequired[TrainingInstanceTypeType],  # (1)
    InstanceCount: NotRequired[int],
    VolumeKmsKeyId: NotRequired[str],
    KeepAlivePeriodInSeconds: NotRequired[int],
    InstanceGroups: NotRequired[List[InstanceGroupTypeDef]],  # (2)
  1. See TrainingInstanceTypeType
  2. See InstanceGroupTypeDef

ResourceConfigTypeDef#

# ResourceConfigTypeDef definition

class ResourceConfigTypeDef(TypedDict):
    VolumeSizeInGB: int,
    InstanceType: NotRequired[TrainingInstanceTypeType],  # (1)
    InstanceCount: NotRequired[int],
    VolumeKmsKeyId: NotRequired[str],
    KeepAlivePeriodInSeconds: NotRequired[int],
    InstanceGroups: NotRequired[Sequence[InstanceGroupTypeDef]],  # (2)
  1. See TrainingInstanceTypeType
  2. See InstanceGroupTypeDef

ParameterRangeTypeDef#

# ParameterRangeTypeDef definition

class ParameterRangeTypeDef(TypedDict):
    IntegerParameterRangeSpecification: NotRequired[IntegerParameterRangeSpecificationTypeDef],  # (1)
    ContinuousParameterRangeSpecification: NotRequired[ContinuousParameterRangeSpecificationTypeDef],  # (2)
    CategoricalParameterRangeSpecification: NotRequired[CategoricalParameterRangeSpecificationTypeDef],  # (3)
  1. See IntegerParameterRangeSpecificationTypeDef
  2. See ContinuousParameterRangeSpecificationTypeDef
  3. See CategoricalParameterRangeSpecificationTypeDef

ParameterRangesPaginatorTypeDef#

# ParameterRangesPaginatorTypeDef definition

class ParameterRangesPaginatorTypeDef(TypedDict):
    IntegerParameterRanges: NotRequired[List[IntegerParameterRangeTypeDef]],  # (1)
    ContinuousParameterRanges: NotRequired[List[ContinuousParameterRangeTypeDef]],  # (2)
    CategoricalParameterRanges: NotRequired[List[CategoricalParameterRangePaginatorTypeDef]],  # (3)
    AutoParameters: NotRequired[List[AutoParameterTypeDef]],  # (4)
  1. See IntegerParameterRangeTypeDef
  2. See ContinuousParameterRangeTypeDef
  3. See CategoricalParameterRangePaginatorTypeDef
  4. See AutoParameterTypeDef

ParameterRangesTypeDef#

# ParameterRangesTypeDef definition

class ParameterRangesTypeDef(TypedDict):
    IntegerParameterRanges: NotRequired[Sequence[IntegerParameterRangeTypeDef]],  # (1)
    ContinuousParameterRanges: NotRequired[Sequence[ContinuousParameterRangeTypeDef]],  # (2)
    CategoricalParameterRanges: NotRequired[Sequence[CategoricalParameterRangeTypeDef]],  # (3)
    AutoParameters: NotRequired[Sequence[AutoParameterTypeDef]],  # (4)
  1. See IntegerParameterRangeTypeDef
  2. See ContinuousParameterRangeTypeDef
  3. See CategoricalParameterRangeTypeDef
  4. See AutoParameterTypeDef

KernelGatewayImageConfigPaginatorTypeDef#

# KernelGatewayImageConfigPaginatorTypeDef definition

class KernelGatewayImageConfigPaginatorTypeDef(TypedDict):
    KernelSpecs: List[KernelSpecTypeDef],  # (1)
    FileSystemConfig: NotRequired[FileSystemConfigTypeDef],  # (2)
  1. See KernelSpecTypeDef
  2. See FileSystemConfigTypeDef

KernelGatewayImageConfigTypeDef#

# KernelGatewayImageConfigTypeDef definition

class KernelGatewayImageConfigTypeDef(TypedDict):
    KernelSpecs: Sequence[KernelSpecTypeDef],  # (1)
    FileSystemConfig: NotRequired[FileSystemConfigTypeDef],  # (2)
  1. See KernelSpecTypeDef
  2. See FileSystemConfigTypeDef

LabelingJobForWorkteamSummaryTypeDef#

# LabelingJobForWorkteamSummaryTypeDef definition

class LabelingJobForWorkteamSummaryTypeDef(TypedDict):
    JobReferenceCode: str,
    WorkRequesterAccountId: str,
    CreationTime: datetime,
    LabelingJobName: NotRequired[str],
    LabelCounters: NotRequired[LabelCountersForWorkteamTypeDef],  # (1)
    NumberOfHumanWorkersPerDataObject: NotRequired[int],
  1. See LabelCountersForWorkteamTypeDef

LabelingJobDataSourceTypeDef#

# LabelingJobDataSourceTypeDef definition

class LabelingJobDataSourceTypeDef(TypedDict):
    S3DataSource: NotRequired[LabelingJobS3DataSourceTypeDef],  # (1)
    SnsDataSource: NotRequired[LabelingJobSnsDataSourceTypeDef],  # (2)
  1. See LabelingJobS3DataSourceTypeDef
  2. See LabelingJobSnsDataSourceTypeDef

ListLineageGroupsResponseTypeDef#

# ListLineageGroupsResponseTypeDef definition

class ListLineageGroupsResponseTypeDef(TypedDict):
    LineageGroupSummaries: List[LineageGroupSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See LineageGroupSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListActionsRequestListActionsPaginateTypeDef#

# ListActionsRequestListActionsPaginateTypeDef definition

class ListActionsRequestListActionsPaginateTypeDef(TypedDict):
    SourceUri: NotRequired[str],
    ActionType: NotRequired[str],
    CreatedAfter: NotRequired[Union[datetime, str]],
    CreatedBefore: NotRequired[Union[datetime, str]],
    SortBy: NotRequired[SortActionsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See SortActionsByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListAlgorithmsInputListAlgorithmsPaginateTypeDef#

# ListAlgorithmsInputListAlgorithmsPaginateTypeDef definition

class ListAlgorithmsInputListAlgorithmsPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    NameContains: NotRequired[str],
    SortBy: NotRequired[AlgorithmSortByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See AlgorithmSortByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListAliasesRequestListAliasesPaginateTypeDef#

# ListAliasesRequestListAliasesPaginateTypeDef definition

class ListAliasesRequestListAliasesPaginateTypeDef(TypedDict):
    ImageName: str,
    Alias: NotRequired[str],
    Version: NotRequired[int],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)
  1. See PaginatorConfigTypeDef

ListAppImageConfigsRequestListAppImageConfigsPaginateTypeDef#

# ListAppImageConfigsRequestListAppImageConfigsPaginateTypeDef definition

class ListAppImageConfigsRequestListAppImageConfigsPaginateTypeDef(TypedDict):
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    ModifiedTimeBefore: NotRequired[Union[datetime, str]],
    ModifiedTimeAfter: NotRequired[Union[datetime, str]],
    SortBy: NotRequired[AppImageConfigSortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See AppImageConfigSortKeyType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

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)
  1. See SortOrderType
  2. See AppSortKeyType
  3. See PaginatorConfigTypeDef

ListArtifactsRequestListArtifactsPaginateTypeDef#

# ListArtifactsRequestListArtifactsPaginateTypeDef definition

class ListArtifactsRequestListArtifactsPaginateTypeDef(TypedDict):
    SourceUri: NotRequired[str],
    ArtifactType: NotRequired[str],
    CreatedAfter: NotRequired[Union[datetime, str]],
    CreatedBefore: NotRequired[Union[datetime, str]],
    SortBy: NotRequired[SortArtifactsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See SortArtifactsByType
  2. See SortOrderType
  3. 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[Union[datetime, str]],
    CreatedBefore: NotRequired[Union[datetime, str]],
    SortBy: NotRequired[SortAssociationsByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See AssociationEdgeTypeType
  2. See SortAssociationsByType
  3. See SortOrderType
  4. See PaginatorConfigTypeDef

ListAutoMLJobsRequestListAutoMLJobsPaginateTypeDef#

# ListAutoMLJobsRequestListAutoMLJobsPaginateTypeDef definition

class ListAutoMLJobsRequestListAutoMLJobsPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    NameContains: NotRequired[str],
    StatusEquals: NotRequired[AutoMLJobStatusType],  # (1)
    SortOrder: NotRequired[AutoMLSortOrderType],  # (2)
    SortBy: NotRequired[AutoMLSortByType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See AutoMLJobStatusType
  2. See AutoMLSortOrderType
  3. See AutoMLSortByType
  4. See PaginatorConfigTypeDef

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)
  1. See CandidateStatusType
  2. See AutoMLSortOrderType
  3. See CandidateSortByType
  4. See PaginatorConfigTypeDef

ListClusterNodesRequestListClusterNodesPaginateTypeDef#

# ListClusterNodesRequestListClusterNodesPaginateTypeDef definition

class ListClusterNodesRequestListClusterNodesPaginateTypeDef(TypedDict):
    ClusterName: str,
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    InstanceGroupNameContains: NotRequired[str],
    SortBy: NotRequired[ClusterSortByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See ClusterSortByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListClustersRequestListClustersPaginateTypeDef#

# ListClustersRequestListClustersPaginateTypeDef definition

class ListClustersRequestListClustersPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    NameContains: NotRequired[str],
    SortBy: NotRequired[ClusterSortByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See ClusterSortByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListCodeRepositoriesInputListCodeRepositoriesPaginateTypeDef#

# ListCodeRepositoriesInputListCodeRepositoriesPaginateTypeDef definition

class ListCodeRepositoriesInputListCodeRepositoriesPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    NameContains: NotRequired[str],
    SortBy: NotRequired[CodeRepositorySortByType],  # (1)
    SortOrder: NotRequired[CodeRepositorySortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See CodeRepositorySortByType
  2. See CodeRepositorySortOrderType
  3. See PaginatorConfigTypeDef

ListCompilationJobsRequestListCompilationJobsPaginateTypeDef#

# ListCompilationJobsRequestListCompilationJobsPaginateTypeDef definition

class ListCompilationJobsRequestListCompilationJobsPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    NameContains: NotRequired[str],
    StatusEquals: NotRequired[CompilationJobStatusType],  # (1)
    SortBy: NotRequired[ListCompilationJobsSortByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See CompilationJobStatusType
  2. See ListCompilationJobsSortByType
  3. See SortOrderType
  4. See PaginatorConfigTypeDef

ListContextsRequestListContextsPaginateTypeDef#

# ListContextsRequestListContextsPaginateTypeDef definition

class ListContextsRequestListContextsPaginateTypeDef(TypedDict):
    SourceUri: NotRequired[str],
    ContextType: NotRequired[str],
    CreatedAfter: NotRequired[Union[datetime, str]],
    CreatedBefore: NotRequired[Union[datetime, str]],
    SortBy: NotRequired[SortContextsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See SortContextsByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListDataQualityJobDefinitionsRequestListDataQualityJobDefinitionsPaginateTypeDef#

# ListDataQualityJobDefinitionsRequestListDataQualityJobDefinitionsPaginateTypeDef definition

class ListDataQualityJobDefinitionsRequestListDataQualityJobDefinitionsPaginateTypeDef(TypedDict):
    EndpointName: NotRequired[str],
    SortBy: NotRequired[MonitoringJobDefinitionSortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See MonitoringJobDefinitionSortKeyType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListDeviceFleetsRequestListDeviceFleetsPaginateTypeDef#

# ListDeviceFleetsRequestListDeviceFleetsPaginateTypeDef definition

class ListDeviceFleetsRequestListDeviceFleetsPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    NameContains: NotRequired[str],
    SortBy: NotRequired[ListDeviceFleetsSortByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See ListDeviceFleetsSortByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListDevicesRequestListDevicesPaginateTypeDef#

# ListDevicesRequestListDevicesPaginateTypeDef definition

class ListDevicesRequestListDevicesPaginateTypeDef(TypedDict):
    LatestHeartbeatAfter: NotRequired[Union[datetime, str]],
    ModelName: NotRequired[str],
    DeviceFleetName: NotRequired[str],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)
  1. See PaginatorConfigTypeDef

ListDomainsRequestListDomainsPaginateTypeDef#

# ListDomainsRequestListDomainsPaginateTypeDef definition

class ListDomainsRequestListDomainsPaginateTypeDef(TypedDict):
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)
  1. See PaginatorConfigTypeDef

ListEdgeDeploymentPlansRequestListEdgeDeploymentPlansPaginateTypeDef#

# ListEdgeDeploymentPlansRequestListEdgeDeploymentPlansPaginateTypeDef definition

class ListEdgeDeploymentPlansRequestListEdgeDeploymentPlansPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    NameContains: NotRequired[str],
    DeviceFleetNameContains: NotRequired[str],
    SortBy: NotRequired[ListEdgeDeploymentPlansSortByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See ListEdgeDeploymentPlansSortByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListEdgePackagingJobsRequestListEdgePackagingJobsPaginateTypeDef#

# ListEdgePackagingJobsRequestListEdgePackagingJobsPaginateTypeDef definition

class ListEdgePackagingJobsRequestListEdgePackagingJobsPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    NameContains: NotRequired[str],
    ModelNameContains: NotRequired[str],
    StatusEquals: NotRequired[EdgePackagingJobStatusType],  # (1)
    SortBy: NotRequired[ListEdgePackagingJobsSortByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See EdgePackagingJobStatusType
  2. See ListEdgePackagingJobsSortByType
  3. See SortOrderType
  4. See PaginatorConfigTypeDef

ListEndpointConfigsInputListEndpointConfigsPaginateTypeDef#

# ListEndpointConfigsInputListEndpointConfigsPaginateTypeDef definition

class ListEndpointConfigsInputListEndpointConfigsPaginateTypeDef(TypedDict):
    SortBy: NotRequired[EndpointConfigSortKeyType],  # (1)
    SortOrder: NotRequired[OrderKeyType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See EndpointConfigSortKeyType
  2. See OrderKeyType
  3. See PaginatorConfigTypeDef

ListEndpointsInputListEndpointsPaginateTypeDef#

# ListEndpointsInputListEndpointsPaginateTypeDef definition

class ListEndpointsInputListEndpointsPaginateTypeDef(TypedDict):
    SortBy: NotRequired[EndpointSortKeyType],  # (1)
    SortOrder: NotRequired[OrderKeyType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    StatusEquals: NotRequired[EndpointStatusType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See EndpointSortKeyType
  2. See OrderKeyType
  3. See EndpointStatusType
  4. See PaginatorConfigTypeDef

ListExperimentsRequestListExperimentsPaginateTypeDef#

# ListExperimentsRequestListExperimentsPaginateTypeDef definition

class ListExperimentsRequestListExperimentsPaginateTypeDef(TypedDict):
    CreatedAfter: NotRequired[Union[datetime, str]],
    CreatedBefore: NotRequired[Union[datetime, str]],
    SortBy: NotRequired[SortExperimentsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See SortExperimentsByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListFeatureGroupsRequestListFeatureGroupsPaginateTypeDef#

# ListFeatureGroupsRequestListFeatureGroupsPaginateTypeDef definition

class ListFeatureGroupsRequestListFeatureGroupsPaginateTypeDef(TypedDict):
    NameContains: NotRequired[str],
    FeatureGroupStatusEquals: NotRequired[FeatureGroupStatusType],  # (1)
    OfflineStoreStatusEquals: NotRequired[OfflineStoreStatusValueType],  # (2)
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    SortOrder: NotRequired[FeatureGroupSortOrderType],  # (3)
    SortBy: NotRequired[FeatureGroupSortByType],  # (4)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (5)
  1. See FeatureGroupStatusType
  2. See OfflineStoreStatusValueType
  3. See FeatureGroupSortOrderType
  4. See FeatureGroupSortByType
  5. See PaginatorConfigTypeDef

ListFlowDefinitionsRequestListFlowDefinitionsPaginateTypeDef#

# ListFlowDefinitionsRequestListFlowDefinitionsPaginateTypeDef definition

class ListFlowDefinitionsRequestListFlowDefinitionsPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    SortOrder: NotRequired[SortOrderType],  # (1)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (2)
  1. See SortOrderType
  2. See PaginatorConfigTypeDef

ListHumanTaskUisRequestListHumanTaskUisPaginateTypeDef#

# ListHumanTaskUisRequestListHumanTaskUisPaginateTypeDef definition

class ListHumanTaskUisRequestListHumanTaskUisPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    SortOrder: NotRequired[SortOrderType],  # (1)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (2)
  1. See SortOrderType
  2. See PaginatorConfigTypeDef

ListHyperParameterTuningJobsRequestListHyperParameterTuningJobsPaginateTypeDef#

# ListHyperParameterTuningJobsRequestListHyperParameterTuningJobsPaginateTypeDef definition

class ListHyperParameterTuningJobsRequestListHyperParameterTuningJobsPaginateTypeDef(TypedDict):
    SortBy: NotRequired[HyperParameterTuningJobSortByOptionsType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    StatusEquals: NotRequired[HyperParameterTuningJobStatusType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See HyperParameterTuningJobSortByOptionsType
  2. See SortOrderType
  3. See HyperParameterTuningJobStatusType
  4. See PaginatorConfigTypeDef

ListImageVersionsRequestListImageVersionsPaginateTypeDef#

# ListImageVersionsRequestListImageVersionsPaginateTypeDef definition

class ListImageVersionsRequestListImageVersionsPaginateTypeDef(TypedDict):
    ImageName: str,
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    SortBy: NotRequired[ImageVersionSortByType],  # (1)
    SortOrder: NotRequired[ImageVersionSortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See ImageVersionSortByType
  2. See ImageVersionSortOrderType
  3. See PaginatorConfigTypeDef

ListImagesRequestListImagesPaginateTypeDef#

# ListImagesRequestListImagesPaginateTypeDef definition

class ListImagesRequestListImagesPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    NameContains: NotRequired[str],
    SortBy: NotRequired[ImageSortByType],  # (1)
    SortOrder: NotRequired[ImageSortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See ImageSortByType
  2. See ImageSortOrderType
  3. See PaginatorConfigTypeDef

ListInferenceComponentsInputListInferenceComponentsPaginateTypeDef#

# ListInferenceComponentsInputListInferenceComponentsPaginateTypeDef definition

class ListInferenceComponentsInputListInferenceComponentsPaginateTypeDef(TypedDict):
    SortBy: NotRequired[InferenceComponentSortKeyType],  # (1)
    SortOrder: NotRequired[OrderKeyType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    StatusEquals: NotRequired[InferenceComponentStatusType],  # (3)
    EndpointNameEquals: NotRequired[str],
    VariantNameEquals: NotRequired[str],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See InferenceComponentSortKeyType
  2. See OrderKeyType
  3. See InferenceComponentStatusType
  4. See PaginatorConfigTypeDef

ListInferenceExperimentsRequestListInferenceExperimentsPaginateTypeDef#

# ListInferenceExperimentsRequestListInferenceExperimentsPaginateTypeDef definition

class ListInferenceExperimentsRequestListInferenceExperimentsPaginateTypeDef(TypedDict):
    NameContains: NotRequired[str],
    Type: NotRequired[InferenceExperimentTypeType],  # (1)
    StatusEquals: NotRequired[InferenceExperimentStatusType],  # (2)
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    SortBy: NotRequired[SortInferenceExperimentsByType],  # (3)
    SortOrder: NotRequired[SortOrderType],  # (4)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (5)
  1. See InferenceExperimentTypeType
  2. See InferenceExperimentStatusType
  3. See SortInferenceExperimentsByType
  4. See SortOrderType
  5. See PaginatorConfigTypeDef

ListInferenceRecommendationsJobStepsRequestListInferenceRecommendationsJobStepsPaginateTypeDef#

# ListInferenceRecommendationsJobStepsRequestListInferenceRecommendationsJobStepsPaginateTypeDef definition

class ListInferenceRecommendationsJobStepsRequestListInferenceRecommendationsJobStepsPaginateTypeDef(TypedDict):
    JobName: str,
    Status: NotRequired[RecommendationJobStatusType],  # (1)
    StepType: NotRequired[RecommendationStepTypeType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See RecommendationJobStatusType
  2. See RecommendationStepTypeType
  3. See PaginatorConfigTypeDef

ListInferenceRecommendationsJobsRequestListInferenceRecommendationsJobsPaginateTypeDef#

# ListInferenceRecommendationsJobsRequestListInferenceRecommendationsJobsPaginateTypeDef definition

class ListInferenceRecommendationsJobsRequestListInferenceRecommendationsJobsPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    NameContains: NotRequired[str],
    StatusEquals: NotRequired[RecommendationJobStatusType],  # (1)
    SortBy: NotRequired[ListInferenceRecommendationsJobsSortByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    ModelNameEquals: NotRequired[str],
    ModelPackageVersionArnEquals: NotRequired[str],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See RecommendationJobStatusType
  2. See ListInferenceRecommendationsJobsSortByType
  3. See SortOrderType
  4. See PaginatorConfigTypeDef

ListLabelingJobsForWorkteamRequestListLabelingJobsForWorkteamPaginateTypeDef#

# ListLabelingJobsForWorkteamRequestListLabelingJobsForWorkteamPaginateTypeDef definition

class ListLabelingJobsForWorkteamRequestListLabelingJobsForWorkteamPaginateTypeDef(TypedDict):
    WorkteamArn: str,
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    JobReferenceCodeContains: NotRequired[str],
    SortBy: NotRequired[ListLabelingJobsForWorkteamSortByOptionsType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See ListLabelingJobsForWorkteamSortByOptionsType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListLabelingJobsRequestListLabelingJobsPaginateTypeDef#

# ListLabelingJobsRequestListLabelingJobsPaginateTypeDef definition

class ListLabelingJobsRequestListLabelingJobsPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    NameContains: NotRequired[str],
    SortBy: NotRequired[SortByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    StatusEquals: NotRequired[LabelingJobStatusType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See SortByType
  2. See SortOrderType
  3. See LabelingJobStatusType
  4. See PaginatorConfigTypeDef

ListLineageGroupsRequestListLineageGroupsPaginateTypeDef#

# ListLineageGroupsRequestListLineageGroupsPaginateTypeDef definition

class ListLineageGroupsRequestListLineageGroupsPaginateTypeDef(TypedDict):
    CreatedAfter: NotRequired[Union[datetime, str]],
    CreatedBefore: NotRequired[Union[datetime, str]],
    SortBy: NotRequired[SortLineageGroupsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See SortLineageGroupsByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListModelBiasJobDefinitionsRequestListModelBiasJobDefinitionsPaginateTypeDef#

# ListModelBiasJobDefinitionsRequestListModelBiasJobDefinitionsPaginateTypeDef definition

class ListModelBiasJobDefinitionsRequestListModelBiasJobDefinitionsPaginateTypeDef(TypedDict):
    EndpointName: NotRequired[str],
    SortBy: NotRequired[MonitoringJobDefinitionSortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See MonitoringJobDefinitionSortKeyType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListModelCardExportJobsRequestListModelCardExportJobsPaginateTypeDef#

# ListModelCardExportJobsRequestListModelCardExportJobsPaginateTypeDef definition

class ListModelCardExportJobsRequestListModelCardExportJobsPaginateTypeDef(TypedDict):
    ModelCardName: str,
    ModelCardVersion: NotRequired[int],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    ModelCardExportJobNameContains: NotRequired[str],
    StatusEquals: NotRequired[ModelCardExportJobStatusType],  # (1)
    SortBy: NotRequired[ModelCardExportJobSortByType],  # (2)
    SortOrder: NotRequired[ModelCardExportJobSortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See ModelCardExportJobStatusType
  2. See ModelCardExportJobSortByType
  3. See ModelCardExportJobSortOrderType
  4. See PaginatorConfigTypeDef

ListModelCardVersionsRequestListModelCardVersionsPaginateTypeDef#

# ListModelCardVersionsRequestListModelCardVersionsPaginateTypeDef definition

class ListModelCardVersionsRequestListModelCardVersionsPaginateTypeDef(TypedDict):
    ModelCardName: str,
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    ModelCardStatus: NotRequired[ModelCardStatusType],  # (1)
    SortBy: NotRequired[ModelCardVersionSortByType],  # (2)
    SortOrder: NotRequired[ModelCardSortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See ModelCardStatusType
  2. See ModelCardVersionSortByType
  3. See ModelCardSortOrderType
  4. See PaginatorConfigTypeDef

ListModelCardsRequestListModelCardsPaginateTypeDef#

# ListModelCardsRequestListModelCardsPaginateTypeDef definition

class ListModelCardsRequestListModelCardsPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    NameContains: NotRequired[str],
    ModelCardStatus: NotRequired[ModelCardStatusType],  # (1)
    SortBy: NotRequired[ModelCardSortByType],  # (2)
    SortOrder: NotRequired[ModelCardSortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See ModelCardStatusType
  2. See ModelCardSortByType
  3. See ModelCardSortOrderType
  4. See PaginatorConfigTypeDef

ListModelExplainabilityJobDefinitionsRequestListModelExplainabilityJobDefinitionsPaginateTypeDef#

# ListModelExplainabilityJobDefinitionsRequestListModelExplainabilityJobDefinitionsPaginateTypeDef definition

class ListModelExplainabilityJobDefinitionsRequestListModelExplainabilityJobDefinitionsPaginateTypeDef(TypedDict):
    EndpointName: NotRequired[str],
    SortBy: NotRequired[MonitoringJobDefinitionSortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See MonitoringJobDefinitionSortKeyType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListModelPackageGroupsInputListModelPackageGroupsPaginateTypeDef#

# ListModelPackageGroupsInputListModelPackageGroupsPaginateTypeDef definition

class ListModelPackageGroupsInputListModelPackageGroupsPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    NameContains: NotRequired[str],
    SortBy: NotRequired[ModelPackageGroupSortByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See ModelPackageGroupSortByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListModelPackagesInputListModelPackagesPaginateTypeDef#

# ListModelPackagesInputListModelPackagesPaginateTypeDef definition

class ListModelPackagesInputListModelPackagesPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    NameContains: NotRequired[str],
    ModelApprovalStatus: NotRequired[ModelApprovalStatusType],  # (1)
    ModelPackageGroupName: NotRequired[str],
    ModelPackageType: NotRequired[ModelPackageTypeType],  # (2)
    SortBy: NotRequired[ModelPackageSortByType],  # (3)
    SortOrder: NotRequired[SortOrderType],  # (4)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (5)
  1. See ModelApprovalStatusType
  2. See ModelPackageTypeType
  3. See ModelPackageSortByType
  4. See SortOrderType
  5. See PaginatorConfigTypeDef

ListModelQualityJobDefinitionsRequestListModelQualityJobDefinitionsPaginateTypeDef#

# ListModelQualityJobDefinitionsRequestListModelQualityJobDefinitionsPaginateTypeDef definition

class ListModelQualityJobDefinitionsRequestListModelQualityJobDefinitionsPaginateTypeDef(TypedDict):
    EndpointName: NotRequired[str],
    SortBy: NotRequired[MonitoringJobDefinitionSortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See MonitoringJobDefinitionSortKeyType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListModelsInputListModelsPaginateTypeDef#

# ListModelsInputListModelsPaginateTypeDef definition

class ListModelsInputListModelsPaginateTypeDef(TypedDict):
    SortBy: NotRequired[ModelSortKeyType],  # (1)
    SortOrder: NotRequired[OrderKeyType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See ModelSortKeyType
  2. See OrderKeyType
  3. See PaginatorConfigTypeDef

ListMonitoringAlertHistoryRequestListMonitoringAlertHistoryPaginateTypeDef#

# ListMonitoringAlertHistoryRequestListMonitoringAlertHistoryPaginateTypeDef definition

class ListMonitoringAlertHistoryRequestListMonitoringAlertHistoryPaginateTypeDef(TypedDict):
    MonitoringScheduleName: NotRequired[str],
    MonitoringAlertName: NotRequired[str],
    SortBy: NotRequired[MonitoringAlertHistorySortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    StatusEquals: NotRequired[MonitoringAlertStatusType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See MonitoringAlertHistorySortKeyType
  2. See SortOrderType
  3. See MonitoringAlertStatusType
  4. See PaginatorConfigTypeDef

ListMonitoringAlertsRequestListMonitoringAlertsPaginateTypeDef#

# ListMonitoringAlertsRequestListMonitoringAlertsPaginateTypeDef definition

class ListMonitoringAlertsRequestListMonitoringAlertsPaginateTypeDef(TypedDict):
    MonitoringScheduleName: str,
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)
  1. See PaginatorConfigTypeDef

ListMonitoringExecutionsRequestListMonitoringExecutionsPaginateTypeDef#

# ListMonitoringExecutionsRequestListMonitoringExecutionsPaginateTypeDef definition

class ListMonitoringExecutionsRequestListMonitoringExecutionsPaginateTypeDef(TypedDict):
    MonitoringScheduleName: NotRequired[str],
    EndpointName: NotRequired[str],
    SortBy: NotRequired[MonitoringExecutionSortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    ScheduledTimeBefore: NotRequired[Union[datetime, str]],
    ScheduledTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    StatusEquals: NotRequired[ExecutionStatusType],  # (3)
    MonitoringJobDefinitionName: NotRequired[str],
    MonitoringTypeEquals: NotRequired[MonitoringTypeType],  # (4)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (5)
  1. See MonitoringExecutionSortKeyType
  2. See SortOrderType
  3. See ExecutionStatusType
  4. See MonitoringTypeType
  5. See PaginatorConfigTypeDef

ListMonitoringSchedulesRequestListMonitoringSchedulesPaginateTypeDef#

# ListMonitoringSchedulesRequestListMonitoringSchedulesPaginateTypeDef definition

class ListMonitoringSchedulesRequestListMonitoringSchedulesPaginateTypeDef(TypedDict):
    EndpointName: NotRequired[str],
    SortBy: NotRequired[MonitoringScheduleSortKeyType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    StatusEquals: NotRequired[ScheduleStatusType],  # (3)
    MonitoringJobDefinitionName: NotRequired[str],
    MonitoringTypeEquals: NotRequired[MonitoringTypeType],  # (4)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (5)
  1. See MonitoringScheduleSortKeyType
  2. See SortOrderType
  3. See ScheduleStatusType
  4. See MonitoringTypeType
  5. See PaginatorConfigTypeDef

ListNotebookInstanceLifecycleConfigsInputListNotebookInstanceLifecycleConfigsPaginateTypeDef#

# ListNotebookInstanceLifecycleConfigsInputListNotebookInstanceLifecycleConfigsPaginateTypeDef definition

class ListNotebookInstanceLifecycleConfigsInputListNotebookInstanceLifecycleConfigsPaginateTypeDef(TypedDict):
    SortBy: NotRequired[NotebookInstanceLifecycleConfigSortKeyType],  # (1)
    SortOrder: NotRequired[NotebookInstanceLifecycleConfigSortOrderType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See NotebookInstanceLifecycleConfigSortKeyType
  2. See NotebookInstanceLifecycleConfigSortOrderType
  3. See PaginatorConfigTypeDef

ListNotebookInstancesInputListNotebookInstancesPaginateTypeDef#

# ListNotebookInstancesInputListNotebookInstancesPaginateTypeDef definition

class ListNotebookInstancesInputListNotebookInstancesPaginateTypeDef(TypedDict):
    SortBy: NotRequired[NotebookInstanceSortKeyType],  # (1)
    SortOrder: NotRequired[NotebookInstanceSortOrderType],  # (2)
    NameContains: NotRequired[str],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    StatusEquals: NotRequired[NotebookInstanceStatusType],  # (3)
    NotebookInstanceLifecycleConfigNameContains: NotRequired[str],
    DefaultCodeRepositoryContains: NotRequired[str],
    AdditionalCodeRepositoryEquals: NotRequired[str],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See NotebookInstanceSortKeyType
  2. See NotebookInstanceSortOrderType
  3. See NotebookInstanceStatusType
  4. See PaginatorConfigTypeDef

ListPipelineExecutionStepsRequestListPipelineExecutionStepsPaginateTypeDef#

# ListPipelineExecutionStepsRequestListPipelineExecutionStepsPaginateTypeDef definition

class ListPipelineExecutionStepsRequestListPipelineExecutionStepsPaginateTypeDef(TypedDict):
    PipelineExecutionArn: NotRequired[str],
    SortOrder: NotRequired[SortOrderType],  # (1)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (2)
  1. See SortOrderType
  2. See PaginatorConfigTypeDef

ListPipelineExecutionsRequestListPipelineExecutionsPaginateTypeDef#

# ListPipelineExecutionsRequestListPipelineExecutionsPaginateTypeDef definition

class ListPipelineExecutionsRequestListPipelineExecutionsPaginateTypeDef(TypedDict):
    PipelineName: str,
    CreatedAfter: NotRequired[Union[datetime, str]],
    CreatedBefore: NotRequired[Union[datetime, str]],
    SortBy: NotRequired[SortPipelineExecutionsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See SortPipelineExecutionsByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListPipelineParametersForExecutionRequestListPipelineParametersForExecutionPaginateTypeDef#

# ListPipelineParametersForExecutionRequestListPipelineParametersForExecutionPaginateTypeDef definition

class ListPipelineParametersForExecutionRequestListPipelineParametersForExecutionPaginateTypeDef(TypedDict):
    PipelineExecutionArn: str,
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)
  1. See PaginatorConfigTypeDef

ListPipelinesRequestListPipelinesPaginateTypeDef#

# ListPipelinesRequestListPipelinesPaginateTypeDef definition

class ListPipelinesRequestListPipelinesPaginateTypeDef(TypedDict):
    PipelineNamePrefix: NotRequired[str],
    CreatedAfter: NotRequired[Union[datetime, str]],
    CreatedBefore: NotRequired[Union[datetime, str]],
    SortBy: NotRequired[SortPipelinesByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See SortPipelinesByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListProcessingJobsRequestListProcessingJobsPaginateTypeDef#

# ListProcessingJobsRequestListProcessingJobsPaginateTypeDef definition

class ListProcessingJobsRequestListProcessingJobsPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    NameContains: NotRequired[str],
    StatusEquals: NotRequired[ProcessingJobStatusType],  # (1)
    SortBy: NotRequired[SortByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See ProcessingJobStatusType
  2. See SortByType
  3. See SortOrderType
  4. See PaginatorConfigTypeDef

ListResourceCatalogsRequestListResourceCatalogsPaginateTypeDef#

# ListResourceCatalogsRequestListResourceCatalogsPaginateTypeDef definition

class ListResourceCatalogsRequestListResourceCatalogsPaginateTypeDef(TypedDict):
    NameContains: NotRequired[str],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    SortOrder: NotRequired[ResourceCatalogSortOrderType],  # (1)
    SortBy: NotRequired[ResourceCatalogSortByType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See ResourceCatalogSortOrderType
  2. See ResourceCatalogSortByType
  3. See PaginatorConfigTypeDef

ListSpacesRequestListSpacesPaginateTypeDef#

# ListSpacesRequestListSpacesPaginateTypeDef definition

class ListSpacesRequestListSpacesPaginateTypeDef(TypedDict):
    SortOrder: NotRequired[SortOrderType],  # (1)
    SortBy: NotRequired[SpaceSortKeyType],  # (2)
    DomainIdEquals: NotRequired[str],
    SpaceNameContains: NotRequired[str],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See SortOrderType
  2. See SpaceSortKeyType
  3. See PaginatorConfigTypeDef

ListStageDevicesRequestListStageDevicesPaginateTypeDef#

# ListStageDevicesRequestListStageDevicesPaginateTypeDef definition

class ListStageDevicesRequestListStageDevicesPaginateTypeDef(TypedDict):
    EdgeDeploymentPlanName: str,
    StageName: str,
    ExcludeDevicesDeployedInOtherStage: NotRequired[bool],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)
  1. See PaginatorConfigTypeDef

ListStudioLifecycleConfigsRequestListStudioLifecycleConfigsPaginateTypeDef#

# ListStudioLifecycleConfigsRequestListStudioLifecycleConfigsPaginateTypeDef definition

class ListStudioLifecycleConfigsRequestListStudioLifecycleConfigsPaginateTypeDef(TypedDict):
    NameContains: NotRequired[str],
    AppTypeEquals: NotRequired[StudioLifecycleConfigAppTypeType],  # (1)
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    ModifiedTimeBefore: NotRequired[Union[datetime, str]],
    ModifiedTimeAfter: NotRequired[Union[datetime, str]],
    SortBy: NotRequired[StudioLifecycleConfigSortKeyType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See StudioLifecycleConfigAppTypeType
  2. See StudioLifecycleConfigSortKeyType
  3. See SortOrderType
  4. See PaginatorConfigTypeDef

ListSubscribedWorkteamsRequestListSubscribedWorkteamsPaginateTypeDef#

# ListSubscribedWorkteamsRequestListSubscribedWorkteamsPaginateTypeDef definition

class ListSubscribedWorkteamsRequestListSubscribedWorkteamsPaginateTypeDef(TypedDict):
    NameContains: NotRequired[str],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)
  1. See PaginatorConfigTypeDef

ListTagsInputListTagsPaginateTypeDef#

# ListTagsInputListTagsPaginateTypeDef definition

class ListTagsInputListTagsPaginateTypeDef(TypedDict):
    ResourceArn: str,
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)
  1. See PaginatorConfigTypeDef

ListTrainingJobsForHyperParameterTuningJobRequestListTrainingJobsForHyperParameterTuningJobPaginateTypeDef#

# ListTrainingJobsForHyperParameterTuningJobRequestListTrainingJobsForHyperParameterTuningJobPaginateTypeDef definition

class ListTrainingJobsForHyperParameterTuningJobRequestListTrainingJobsForHyperParameterTuningJobPaginateTypeDef(TypedDict):
    HyperParameterTuningJobName: str,
    StatusEquals: NotRequired[TrainingJobStatusType],  # (1)
    SortBy: NotRequired[TrainingJobSortByOptionsType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See TrainingJobStatusType
  2. See TrainingJobSortByOptionsType
  3. See SortOrderType
  4. See PaginatorConfigTypeDef

ListTrainingJobsRequestListTrainingJobsPaginateTypeDef#

# ListTrainingJobsRequestListTrainingJobsPaginateTypeDef definition

class ListTrainingJobsRequestListTrainingJobsPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    NameContains: NotRequired[str],
    StatusEquals: NotRequired[TrainingJobStatusType],  # (1)
    SortBy: NotRequired[SortByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    WarmPoolStatusEquals: NotRequired[WarmPoolResourceStatusType],  # (4)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (5)
  1. See TrainingJobStatusType
  2. See SortByType
  3. See SortOrderType
  4. See WarmPoolResourceStatusType
  5. See PaginatorConfigTypeDef

ListTransformJobsRequestListTransformJobsPaginateTypeDef#

# ListTransformJobsRequestListTransformJobsPaginateTypeDef definition

class ListTransformJobsRequestListTransformJobsPaginateTypeDef(TypedDict):
    CreationTimeAfter: NotRequired[Union[datetime, str]],
    CreationTimeBefore: NotRequired[Union[datetime, str]],
    LastModifiedTimeAfter: NotRequired[Union[datetime, str]],
    LastModifiedTimeBefore: NotRequired[Union[datetime, str]],
    NameContains: NotRequired[str],
    StatusEquals: NotRequired[TransformJobStatusType],  # (1)
    SortBy: NotRequired[SortByType],  # (2)
    SortOrder: NotRequired[SortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)
  1. See TransformJobStatusType
  2. See SortByType
  3. See SortOrderType
  4. See PaginatorConfigTypeDef

ListTrialComponentsRequestListTrialComponentsPaginateTypeDef#

# ListTrialComponentsRequestListTrialComponentsPaginateTypeDef definition

class ListTrialComponentsRequestListTrialComponentsPaginateTypeDef(TypedDict):
    ExperimentName: NotRequired[str],
    TrialName: NotRequired[str],
    SourceArn: NotRequired[str],
    CreatedAfter: NotRequired[Union[datetime, str]],
    CreatedBefore: NotRequired[Union[datetime, str]],
    SortBy: NotRequired[SortTrialComponentsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See SortTrialComponentsByType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListTrialsRequestListTrialsPaginateTypeDef#

# ListTrialsRequestListTrialsPaginateTypeDef definition

class ListTrialsRequestListTrialsPaginateTypeDef(TypedDict):
    ExperimentName: NotRequired[str],
    TrialComponentName: NotRequired[str],
    CreatedAfter: NotRequired[Union[datetime, str]],
    CreatedBefore: NotRequired[Union[datetime, str]],
    SortBy: NotRequired[SortTrialsByType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See SortTrialsByType
  2. See SortOrderType
  3. 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)
  1. See SortOrderType
  2. See UserProfileSortKeyType
  3. See PaginatorConfigTypeDef

ListWorkforcesRequestListWorkforcesPaginateTypeDef#

# ListWorkforcesRequestListWorkforcesPaginateTypeDef definition

class ListWorkforcesRequestListWorkforcesPaginateTypeDef(TypedDict):
    SortBy: NotRequired[ListWorkforcesSortByOptionsType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NameContains: NotRequired[str],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See ListWorkforcesSortByOptionsType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListWorkteamsRequestListWorkteamsPaginateTypeDef#

# ListWorkteamsRequestListWorkteamsPaginateTypeDef definition

class ListWorkteamsRequestListWorkteamsPaginateTypeDef(TypedDict):
    SortBy: NotRequired[ListWorkteamsSortByOptionsType],  # (1)
    SortOrder: NotRequired[SortOrderType],  # (2)
    NameContains: NotRequired[str],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)
  1. See ListWorkteamsSortByOptionsType
  2. See SortOrderType
  3. See PaginatorConfigTypeDef

ListDataQualityJobDefinitionsResponseTypeDef#

# ListDataQualityJobDefinitionsResponseTypeDef definition

class ListDataQualityJobDefinitionsResponseTypeDef(TypedDict):
    JobDefinitionSummaries: List[MonitoringJobDefinitionSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See MonitoringJobDefinitionSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListModelBiasJobDefinitionsResponseTypeDef#

# ListModelBiasJobDefinitionsResponseTypeDef definition

class ListModelBiasJobDefinitionsResponseTypeDef(TypedDict):
    JobDefinitionSummaries: List[MonitoringJobDefinitionSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See MonitoringJobDefinitionSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListModelExplainabilityJobDefinitionsResponseTypeDef#

# ListModelExplainabilityJobDefinitionsResponseTypeDef definition

class ListModelExplainabilityJobDefinitionsResponseTypeDef(TypedDict):
    JobDefinitionSummaries: List[MonitoringJobDefinitionSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See MonitoringJobDefinitionSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListModelQualityJobDefinitionsResponseTypeDef#

# ListModelQualityJobDefinitionsResponseTypeDef definition

class ListModelQualityJobDefinitionsResponseTypeDef(TypedDict):
    JobDefinitionSummaries: List[MonitoringJobDefinitionSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See MonitoringJobDefinitionSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListModelCardExportJobsResponseTypeDef#

# ListModelCardExportJobsResponseTypeDef definition

class ListModelCardExportJobsResponseTypeDef(TypedDict):
    ModelCardExportJobSummaries: List[ModelCardExportJobSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See ModelCardExportJobSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListModelCardVersionsResponseTypeDef#

# ListModelCardVersionsResponseTypeDef definition

class ListModelCardVersionsResponseTypeDef(TypedDict):
    ModelCardVersionSummaryList: List[ModelCardVersionSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See ModelCardVersionSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListModelCardsResponseTypeDef#

# ListModelCardsResponseTypeDef definition

class ListModelCardsResponseTypeDef(TypedDict):
    ModelCardSummaries: List[ModelCardSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See ModelCardSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListModelMetadataResponseTypeDef#

# ListModelMetadataResponseTypeDef definition

class ListModelMetadataResponseTypeDef(TypedDict):
    ModelMetadataSummaries: List[ModelMetadataSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See ModelMetadataSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListModelPackageGroupsOutputTypeDef#

# ListModelPackageGroupsOutputTypeDef definition

class ListModelPackageGroupsOutputTypeDef(TypedDict):
    ModelPackageGroupSummaryList: List[ModelPackageGroupSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See ModelPackageGroupSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListModelPackagesOutputTypeDef#

# ListModelPackagesOutputTypeDef definition

class ListModelPackagesOutputTypeDef(TypedDict):
    ModelPackageSummaryList: List[ModelPackageSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See ModelPackageSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListModelsOutputTypeDef#

# ListModelsOutputTypeDef definition

class ListModelsOutputTypeDef(TypedDict):
    Models: List[ModelSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See ModelSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListMonitoringAlertHistoryResponseTypeDef#

# ListMonitoringAlertHistoryResponseTypeDef definition

class ListMonitoringAlertHistoryResponseTypeDef(TypedDict):
    MonitoringAlertHistory: List[MonitoringAlertHistorySummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See MonitoringAlertHistorySummaryTypeDef
  2. See ResponseMetadataTypeDef

ListMonitoringSchedulesResponseTypeDef#

# ListMonitoringSchedulesResponseTypeDef definition

class ListMonitoringSchedulesResponseTypeDef(TypedDict):
    MonitoringScheduleSummaries: List[MonitoringScheduleSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See MonitoringScheduleSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListNotebookInstanceLifecycleConfigsOutputTypeDef#

# ListNotebookInstanceLifecycleConfigsOutputTypeDef definition

class ListNotebookInstanceLifecycleConfigsOutputTypeDef(TypedDict):
    NextToken: str,
    NotebookInstanceLifecycleConfigs: List[NotebookInstanceLifecycleConfigSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See NotebookInstanceLifecycleConfigSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListNotebookInstancesOutputTypeDef#

# ListNotebookInstancesOutputTypeDef definition

class ListNotebookInstancesOutputTypeDef(TypedDict):
    NextToken: str,
    NotebookInstances: List[NotebookInstanceSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See NotebookInstanceSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListPipelineExecutionsResponseTypeDef#

# ListPipelineExecutionsResponseTypeDef definition

class ListPipelineExecutionsResponseTypeDef(TypedDict):
    PipelineExecutionSummaries: List[PipelineExecutionSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See PipelineExecutionSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListPipelineParametersForExecutionResponseTypeDef#

# ListPipelineParametersForExecutionResponseTypeDef definition

class ListPipelineParametersForExecutionResponseTypeDef(TypedDict):
    PipelineParameters: List[ParameterTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See ParameterTypeDef
  2. See ResponseMetadataTypeDef

ListPipelinesResponseTypeDef#

# ListPipelinesResponseTypeDef definition

class ListPipelinesResponseTypeDef(TypedDict):
    PipelineSummaries: List[PipelineSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See PipelineSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListProcessingJobsResponseTypeDef#

# ListProcessingJobsResponseTypeDef definition

class ListProcessingJobsResponseTypeDef(TypedDict):
    ProcessingJobSummaries: List[ProcessingJobSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See ProcessingJobSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListProjectsOutputTypeDef#

# ListProjectsOutputTypeDef definition

class ListProjectsOutputTypeDef(TypedDict):
    ProjectSummaryList: List[ProjectSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See ProjectSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListResourceCatalogsResponseTypeDef#

# ListResourceCatalogsResponseTypeDef definition

class ListResourceCatalogsResponseTypeDef(TypedDict):
    ResourceCatalogs: List[ResourceCatalogTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See ResourceCatalogTypeDef
  2. See ResponseMetadataTypeDef

ListStudioLifecycleConfigsResponseTypeDef#

# ListStudioLifecycleConfigsResponseTypeDef definition

class ListStudioLifecycleConfigsResponseTypeDef(TypedDict):
    NextToken: str,
    StudioLifecycleConfigs: List[StudioLifecycleConfigDetailsTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See StudioLifecycleConfigDetailsTypeDef
  2. See ResponseMetadataTypeDef

ListTransformJobsResponseTypeDef#

# ListTransformJobsResponseTypeDef definition

class ListTransformJobsResponseTypeDef(TypedDict):
    TransformJobSummaries: List[TransformJobSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See TransformJobSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListUserProfilesResponseTypeDef#

# ListUserProfilesResponseTypeDef definition

class ListUserProfilesResponseTypeDef(TypedDict):
    UserProfiles: List[UserProfileDetailsTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See UserProfileDetailsTypeDef
  2. See ResponseMetadataTypeDef

MemberDefinitionPaginatorTypeDef#

# MemberDefinitionPaginatorTypeDef definition

class MemberDefinitionPaginatorTypeDef(TypedDict):
    CognitoMemberDefinition: NotRequired[CognitoMemberDefinitionTypeDef],  # (1)
    OidcMemberDefinition: NotRequired[OidcMemberDefinitionPaginatorTypeDef],  # (2)
  1. See CognitoMemberDefinitionTypeDef
  2. See OidcMemberDefinitionPaginatorTypeDef

MemberDefinitionTypeDef#

# MemberDefinitionTypeDef definition

class MemberDefinitionTypeDef(TypedDict):
    CognitoMemberDefinition: NotRequired[CognitoMemberDefinitionTypeDef],  # (1)
    OidcMemberDefinition: NotRequired[OidcMemberDefinitionTypeDef],  # (2)
  1. See CognitoMemberDefinitionTypeDef
  2. See OidcMemberDefinitionTypeDef

MetricSpecificationTypeDef#

# MetricSpecificationTypeDef definition

class MetricSpecificationTypeDef(TypedDict):
    Predefined: NotRequired[PredefinedMetricSpecificationTypeDef],  # (1)
    Customized: NotRequired[CustomizedMetricSpecificationTypeDef],  # (2)
  1. See PredefinedMetricSpecificationTypeDef
  2. See CustomizedMetricSpecificationTypeDef

S3ModelDataSourceTypeDef#

# S3ModelDataSourceTypeDef definition

class S3ModelDataSourceTypeDef(TypedDict):
    S3Uri: str,
    S3DataType: S3ModelDataTypeType,  # (1)
    CompressionType: ModelCompressionTypeType,  # (2)
    ModelAccessConfig: NotRequired[ModelAccessConfigTypeDef],  # (3)
  1. See S3ModelDataTypeType
  2. See ModelCompressionTypeType
  3. See ModelAccessConfigTypeDef

TextGenerationJobConfigTypeDef#

# TextGenerationJobConfigTypeDef definition

class TextGenerationJobConfigTypeDef(TypedDict):
    CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef],  # (1)
    BaseModelName: NotRequired[str],
    TextGenerationHyperParameters: NotRequired[Mapping[str, str]],
    ModelAccessConfig: NotRequired[ModelAccessConfigTypeDef],  # (2)
  1. See AutoMLJobCompletionCriteriaTypeDef
  2. See ModelAccessConfigTypeDef

MonitoringAlertActionsTypeDef#

# MonitoringAlertActionsTypeDef definition

class MonitoringAlertActionsTypeDef(TypedDict):
    ModelDashboardIndicator: NotRequired[ModelDashboardIndicatorActionTypeDef],  # (1)
  1. See ModelDashboardIndicatorActionTypeDef

ModelInfrastructureConfigTypeDef#

# ModelInfrastructureConfigTypeDef definition

class ModelInfrastructureConfigTypeDef(TypedDict):
    InfrastructureType: ModelInfrastructureTypeType,  # (1)
    RealTimeInferenceConfig: RealTimeInferenceConfigTypeDef,  # (2)
  1. See ModelInfrastructureTypeType
  2. See RealTimeInferenceConfigTypeDef

RecommendationJobStoppingConditionsTypeDef#

# RecommendationJobStoppingConditionsTypeDef definition

class RecommendationJobStoppingConditionsTypeDef(TypedDict):
    MaxInvocations: NotRequired[int],
    ModelLatencyThresholds: NotRequired[Sequence[ModelLatencyThresholdTypeDef]],  # (1)
    FlatInvocations: NotRequired[FlatInvocationsType],  # (2)
  1. See ModelLatencyThresholdTypeDef
  2. See FlatInvocationsType

ModelMetadataSearchExpressionTypeDef#

# ModelMetadataSearchExpressionTypeDef definition

class ModelMetadataSearchExpressionTypeDef(TypedDict):
    Filters: NotRequired[Sequence[ModelMetadataFilterTypeDef]],  # (1)
  1. See ModelMetadataFilterTypeDef

ModelPackageStatusDetailsTypeDef#

# ModelPackageStatusDetailsTypeDef definition

class ModelPackageStatusDetailsTypeDef(TypedDict):
    ValidationStatuses: List[ModelPackageStatusItemTypeDef],  # (1)
    ImageScanStatuses: NotRequired[List[ModelPackageStatusItemTypeDef]],  # (1)
  1. See ModelPackageStatusItemTypeDef
  2. See ModelPackageStatusItemTypeDef

MonitoringResourcesTypeDef#

# MonitoringResourcesTypeDef definition

class MonitoringResourcesTypeDef(TypedDict):
    ClusterConfig: MonitoringClusterConfigTypeDef,  # (1)
  1. See MonitoringClusterConfigTypeDef

MonitoringDatasetFormatPaginatorTypeDef#

# MonitoringDatasetFormatPaginatorTypeDef definition

class MonitoringDatasetFormatPaginatorTypeDef(TypedDict):
    Csv: NotRequired[MonitoringCsvDatasetFormatTypeDef],  # (1)
    Json: NotRequired[MonitoringJsonDatasetFormatTypeDef],  # (2)
    Parquet: NotRequired[Dict[str, Any]],
  1. See MonitoringCsvDatasetFormatTypeDef
  2. See MonitoringJsonDatasetFormatTypeDef

MonitoringDatasetFormatTypeDef#

# MonitoringDatasetFormatTypeDef definition

class MonitoringDatasetFormatTypeDef(TypedDict):
    Csv: NotRequired[MonitoringCsvDatasetFormatTypeDef],  # (1)
    Json: NotRequired[MonitoringJsonDatasetFormatTypeDef],  # (2)
    Parquet: NotRequired[Mapping[str, Any]],
  1. See MonitoringCsvDatasetFormatTypeDef
  2. See MonitoringJsonDatasetFormatTypeDef

MonitoringOutputTypeDef#

# MonitoringOutputTypeDef definition

class MonitoringOutputTypeDef(TypedDict):
    S3Output: MonitoringS3OutputTypeDef,  # (1)
  1. See MonitoringS3OutputTypeDef

OfflineStoreConfigTypeDef#

# OfflineStoreConfigTypeDef definition

class OfflineStoreConfigTypeDef(TypedDict):
    S3StorageConfig: S3StorageConfigTypeDef,  # (1)
    DisableGlueTableCreation: NotRequired[bool],
    DataCatalogConfig: NotRequired[DataCatalogConfigTypeDef],  # (2)
    TableFormat: NotRequired[TableFormatType],  # (3)
  1. See S3StorageConfigTypeDef
  2. See DataCatalogConfigTypeDef
  3. See TableFormatType

OnlineStoreConfigTypeDef#

# OnlineStoreConfigTypeDef definition

class OnlineStoreConfigTypeDef(TypedDict):
    SecurityConfig: NotRequired[OnlineStoreSecurityConfigTypeDef],  # (1)
    EnableOnlineStore: NotRequired[bool],
    TtlDuration: NotRequired[TtlDurationTypeDef],  # (2)
    StorageType: NotRequired[StorageTypeType],  # (3)
  1. See OnlineStoreSecurityConfigTypeDef
  2. See TtlDurationTypeDef
  3. See StorageTypeType

OnlineStoreConfigUpdateTypeDef#

# OnlineStoreConfigUpdateTypeDef definition

class OnlineStoreConfigUpdateTypeDef(TypedDict):
    TtlDuration: NotRequired[TtlDurationTypeDef],  # (1)
  1. See TtlDurationTypeDef

OutputConfigTypeDef#

# OutputConfigTypeDef definition

class OutputConfigTypeDef(TypedDict):
    S3OutputLocation: str,
    TargetDevice: NotRequired[TargetDeviceType],  # (1)
    TargetPlatform: NotRequired[TargetPlatformTypeDef],  # (2)
    CompilerOptions: NotRequired[str],
    KmsKeyId: NotRequired[str],
  1. See TargetDeviceType
  2. See TargetPlatformTypeDef

PendingProductionVariantSummaryTypeDef#

# PendingProductionVariantSummaryTypeDef definition

class PendingProductionVariantSummaryTypeDef(TypedDict):
    VariantName: str,
    DeployedImages: NotRequired[List[DeployedImageTypeDef]],  # (1)
    CurrentWeight: NotRequired[float],
    DesiredWeight: NotRequired[float],
    CurrentInstanceCount: NotRequired[int],
    DesiredInstanceCount: NotRequired[int],
    InstanceType: NotRequired[ProductionVariantInstanceTypeType],  # (2)
    AcceleratorType: NotRequired[ProductionVariantAcceleratorTypeType],  # (3)
    VariantStatus: NotRequired[List[ProductionVariantStatusTypeDef]],  # (4)
    CurrentServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef],  # (5)
    DesiredServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef],  # (5)
    ManagedInstanceScaling: NotRequired[ProductionVariantManagedInstanceScalingTypeDef],  # (7)
    RoutingConfig: NotRequired[ProductionVariantRoutingConfigTypeDef],  # (8)
  1. See DeployedImageTypeDef
  2. See ProductionVariantInstanceTypeType
  3. See ProductionVariantAcceleratorTypeType
  4. See ProductionVariantStatusTypeDef
  5. See ProductionVariantServerlessConfigTypeDef
  6. See ProductionVariantServerlessConfigTypeDef
  7. See ProductionVariantManagedInstanceScalingTypeDef
  8. See ProductionVariantRoutingConfigTypeDef

ProductionVariantSummaryTypeDef#

# ProductionVariantSummaryTypeDef definition

class ProductionVariantSummaryTypeDef(TypedDict):
    VariantName: str,
    DeployedImages: NotRequired[List[DeployedImageTypeDef]],  # (1)
    CurrentWeight: NotRequired[float],
    DesiredWeight: NotRequired[float],
    CurrentInstanceCount: NotRequired[int],
    DesiredInstanceCount: NotRequired[int],
    VariantStatus: NotRequired[List[ProductionVariantStatusTypeDef]],  # (2)
    CurrentServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef],  # (3)
    DesiredServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef],  # (3)
    ManagedInstanceScaling: NotRequired[ProductionVariantManagedInstanceScalingTypeDef],  # (5)
    RoutingConfig: NotRequired[ProductionVariantRoutingConfigTypeDef],  # (6)
  1. See DeployedImageTypeDef
  2. See ProductionVariantStatusTypeDef
  3. See ProductionVariantServerlessConfigTypeDef
  4. See ProductionVariantServerlessConfigTypeDef
  5. See ProductionVariantManagedInstanceScalingTypeDef
  6. See ProductionVariantRoutingConfigTypeDef

ProcessingResourcesTypeDef#

# ProcessingResourcesTypeDef definition

class ProcessingResourcesTypeDef(TypedDict):
    ClusterConfig: ProcessingClusterConfigTypeDef,  # (1)
  1. See ProcessingClusterConfigTypeDef

ProcessingOutputTypeDef#

# ProcessingOutputTypeDef definition

class ProcessingOutputTypeDef(TypedDict):
    OutputName: str,
    S3Output: NotRequired[ProcessingS3OutputTypeDef],  # (1)
    FeatureStoreOutput: NotRequired[ProcessingFeatureStoreOutputTypeDef],  # (2)
    AppManaged: NotRequired[bool],
  1. See ProcessingS3OutputTypeDef
  2. See ProcessingFeatureStoreOutputTypeDef

ProductionVariantTypeDef#

# ProductionVariantTypeDef definition

class ProductionVariantTypeDef(TypedDict):
    VariantName: str,
    ModelName: NotRequired[str],
    InitialInstanceCount: NotRequired[int],
    InstanceType: NotRequired[ProductionVariantInstanceTypeType],  # (1)
    InitialVariantWeight: NotRequired[float],
    AcceleratorType: NotRequired[ProductionVariantAcceleratorTypeType],  # (2)
    CoreDumpConfig: NotRequired[ProductionVariantCoreDumpConfigTypeDef],  # (3)
    ServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef],  # (4)
    VolumeSizeInGB: NotRequired[int],
    ModelDataDownloadTimeoutInSeconds: NotRequired[int],
    ContainerStartupHealthCheckTimeoutInSeconds: NotRequired[int],
    EnableSSMAccess: NotRequired[bool],
    ManagedInstanceScaling: NotRequired[ProductionVariantManagedInstanceScalingTypeDef],  # (5)
    RoutingConfig: NotRequired[ProductionVariantRoutingConfigTypeDef],  # (6)
  1. See ProductionVariantInstanceTypeType
  2. See ProductionVariantAcceleratorTypeType
  3. See ProductionVariantCoreDumpConfigTypeDef
  4. See ProductionVariantServerlessConfigTypeDef
  5. See ProductionVariantManagedInstanceScalingTypeDef
  6. See ProductionVariantRoutingConfigTypeDef

SuggestionQueryTypeDef#

# SuggestionQueryTypeDef definition

class SuggestionQueryTypeDef(TypedDict):
    PropertyNameQuery: NotRequired[PropertyNameQueryTypeDef],  # (1)
  1. See PropertyNameQueryTypeDef

ServiceCatalogProvisioningDetailsPaginatorTypeDef#

# ServiceCatalogProvisioningDetailsPaginatorTypeDef definition

class ServiceCatalogProvisioningDetailsPaginatorTypeDef(TypedDict):
    ProductId: str,
    ProvisioningArtifactId: NotRequired[str],
    PathId: NotRequired[str],
    ProvisioningParameters: NotRequired[List[ProvisioningParameterTypeDef]],  # (1)
  1. See ProvisioningParameterTypeDef

ServiceCatalogProvisioningDetailsTypeDef#

# ServiceCatalogProvisioningDetailsTypeDef definition

class ServiceCatalogProvisioningDetailsTypeDef(TypedDict):
    ProductId: str,
    ProvisioningArtifactId: NotRequired[str],
    PathId: NotRequired[str],
    ProvisioningParameters: NotRequired[Sequence[ProvisioningParameterTypeDef]],  # (1)
  1. See ProvisioningParameterTypeDef

ServiceCatalogProvisioningUpdateDetailsTypeDef#

# ServiceCatalogProvisioningUpdateDetailsTypeDef definition

class ServiceCatalogProvisioningUpdateDetailsTypeDef(TypedDict):
    ProvisioningArtifactId: NotRequired[str],
    ProvisioningParameters: NotRequired[Sequence[ProvisioningParameterTypeDef]],  # (1)
  1. See ProvisioningParameterTypeDef

PublicWorkforceTaskPriceTypeDef#

# PublicWorkforceTaskPriceTypeDef definition

class PublicWorkforceTaskPriceTypeDef(TypedDict):
    AmountInUsd: NotRequired[USDTypeDef],  # (1)
  1. See USDTypeDef

QueryLineageResponseTypeDef#

# QueryLineageResponseTypeDef definition

class QueryLineageResponseTypeDef(TypedDict):
    Vertices: List[VertexTypeDef],  # (1)
    Edges: List[EdgeTypeDef],  # (2)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)
  1. See VertexTypeDef
  2. See EdgeTypeDef
  3. See ResponseMetadataTypeDef

RecommendationJobOutputConfigTypeDef#

# RecommendationJobOutputConfigTypeDef definition

class RecommendationJobOutputConfigTypeDef(TypedDict):
    KmsKeyId: NotRequired[str],
    CompiledOutputConfig: NotRequired[RecommendationJobCompiledOutputConfigTypeDef],  # (1)
  1. See RecommendationJobCompiledOutputConfigTypeDef

RecommendationJobContainerConfigTypeDef#

# RecommendationJobContainerConfigTypeDef definition

class RecommendationJobContainerConfigTypeDef(TypedDict):
    Domain: NotRequired[str],
    Task: NotRequired[str],
    Framework: NotRequired[str],
    FrameworkVersion: NotRequired[str],
    PayloadConfig: NotRequired[RecommendationJobPayloadConfigTypeDef],  # (1)
    NearestModelName: NotRequired[str],
    SupportedInstanceTypes: NotRequired[Sequence[str]],
    SupportedEndpointType: NotRequired[RecommendationJobSupportedEndpointTypeType],  # (2)
    DataInputConfig: NotRequired[str],
    SupportedResponseMIMETypes: NotRequired[Sequence[str]],
  1. See RecommendationJobPayloadConfigTypeDef
  2. See RecommendationJobSupportedEndpointTypeType

RenderUiTemplateRequestRequestTypeDef#

# RenderUiTemplateRequestRequestTypeDef definition

class RenderUiTemplateRequestRequestTypeDef(TypedDict):
    Task: RenderableTaskTypeDef,  # (1)
    RoleArn: str,
    UiTemplate: NotRequired[UiTemplateTypeDef],  # (2)
    HumanTaskUiArn: NotRequired[str],
  1. See RenderableTaskTypeDef
  2. See UiTemplateTypeDef

RenderUiTemplateResponseTypeDef#

# RenderUiTemplateResponseTypeDef definition

class RenderUiTemplateResponseTypeDef(TypedDict):
    RenderedContent: str,
    Errors: List[RenderingErrorTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See RenderingErrorTypeDef
  2. See ResponseMetadataTypeDef

UpdateTrainingJobRequestRequestTypeDef#

# UpdateTrainingJobRequestRequestTypeDef definition

class UpdateTrainingJobRequestRequestTypeDef(TypedDict):
    TrainingJobName: str,
    ProfilerConfig: NotRequired[ProfilerConfigForUpdateTypeDef],  # (1)
    ProfilerRuleConfigurations: NotRequired[Sequence[ProfilerRuleConfigurationTypeDef]],  # (2)
    ResourceConfig: NotRequired[ResourceConfigForUpdateTypeDef],  # (3)
    RemoteDebugConfig: NotRequired[RemoteDebugConfigForUpdateTypeDef],  # (4)
  1. See ProfilerConfigForUpdateTypeDef
  2. See ProfilerRuleConfigurationTypeDef
  3. See ResourceConfigForUpdateTypeDef
  4. See RemoteDebugConfigForUpdateTypeDef

SearchRequestRequestTypeDef#

# SearchRequestRequestTypeDef definition

class SearchRequestRequestTypeDef(TypedDict):
    Resource: ResourceTypeType,  # (1)
    SearchExpression: NotRequired[SearchExpressionTypeDef],  # (2)
    SortBy: NotRequired[str],
    SortOrder: NotRequired[SearchSortOrderType],  # (3)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
    CrossAccountFilterOption: NotRequired[CrossAccountFilterOptionType],  # (4)
    VisibilityConditions: NotRequired[Sequence[VisibilityConditionsTypeDef]],  # (5)
  1. See ResourceTypeType
  2. See SearchExpressionTypeDef
  3. See SearchSortOrderType
  4. See CrossAccountFilterOptionType
  5. See VisibilityConditionsTypeDef

SelectiveExecutionConfigTypeDef#

# SelectiveExecutionConfigTypeDef definition

class SelectiveExecutionConfigTypeDef(TypedDict):
    SelectedSteps: List[SelectedStepTypeDef],  # (1)
    SourcePipelineExecutionArn: NotRequired[str],
  1. See SelectedStepTypeDef

ShadowModeConfigTypeDef#

# ShadowModeConfigTypeDef definition

class ShadowModeConfigTypeDef(TypedDict):
    SourceModelVariantName: str,
    ShadowModelVariants: Sequence[ShadowModelVariantConfigTypeDef],  # (1)
  1. See ShadowModelVariantConfigTypeDef

TrafficPatternTypeDef#

# TrafficPatternTypeDef definition

class TrafficPatternTypeDef(TypedDict):
    TrafficType: NotRequired[TrafficTypeType],  # (1)
    Phases: NotRequired[Sequence[PhaseTypeDef]],  # (2)
    Stairs: NotRequired[StairsTypeDef],  # (3)
  1. See TrafficTypeType
  2. See PhaseTypeDef
  3. See StairsTypeDef

TimeSeriesForecastingJobConfigTypeDef#

# TimeSeriesForecastingJobConfigTypeDef definition

class TimeSeriesForecastingJobConfigTypeDef(TypedDict):
    ForecastFrequency: str,
    ForecastHorizon: int,
    TimeSeriesConfig: TimeSeriesConfigTypeDef,  # (3)
    FeatureSpecificationS3Uri: NotRequired[str],
    CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef],  # (1)
    ForecastQuantiles: NotRequired[Sequence[str]],
    Transformations: NotRequired[TimeSeriesTransformationsTypeDef],  # (2)
    HolidayConfig: NotRequired[Sequence[HolidayConfigAttributesTypeDef]],  # (4)
  1. See AutoMLJobCompletionCriteriaTypeDef
  2. See TimeSeriesTransformationsTypeDef
  3. See TimeSeriesConfigTypeDef
  4. See HolidayConfigAttributesTypeDef

TrainingImageConfigTypeDef#

# TrainingImageConfigTypeDef definition

class TrainingImageConfigTypeDef(TypedDict):
    TrainingRepositoryAccessMode: TrainingRepositoryAccessModeType,  # (1)
    TrainingRepositoryAuthConfig: NotRequired[TrainingRepositoryAuthConfigTypeDef],  # (2)
  1. See TrainingRepositoryAccessModeType
  2. See TrainingRepositoryAuthConfigTypeDef

TransformDataSourceTypeDef#

# TransformDataSourceTypeDef definition

class TransformDataSourceTypeDef(TypedDict):
    S3DataSource: TransformS3DataSourceTypeDef,  # (1)
  1. See TransformS3DataSourceTypeDef

WorkforcePaginatorTypeDef#

# WorkforcePaginatorTypeDef definition

class WorkforcePaginatorTypeDef(TypedDict):
    WorkforceName: str,
    WorkforceArn: str,
    LastUpdatedDate: NotRequired[datetime],
    SourceIpConfig: NotRequired[SourceIpConfigPaginatorTypeDef],  # (1)
    SubDomain: NotRequired[str],
    CognitoConfig: NotRequired[CognitoConfigTypeDef],  # (2)
    OidcConfig: NotRequired[OidcConfigForResponseTypeDef],  # (3)
    CreateDate: NotRequired[datetime],
    WorkforceVpcConfig: NotRequired[WorkforceVpcConfigResponseTypeDef],  # (4)
    Status: NotRequired[WorkforceStatusType],  # (5)
    FailureReason: NotRequired[str],
  1. See SourceIpConfigPaginatorTypeDef
  2. See CognitoConfigTypeDef
  3. See OidcConfigForResponseTypeDef
  4. See WorkforceVpcConfigResponseTypeDef
  5. See WorkforceStatusType

WorkforceTypeDef#

# WorkforceTypeDef definition

class WorkforceTypeDef(TypedDict):
    WorkforceName: str,
    WorkforceArn: str,
    LastUpdatedDate: NotRequired[datetime],
    SourceIpConfig: NotRequired[SourceIpConfigTypeDef],  # (1)
    SubDomain: NotRequired[str],
    CognitoConfig: NotRequired[CognitoConfigTypeDef],  # (2)
    OidcConfig: NotRequired[OidcConfigForResponseTypeDef],  # (3)
    CreateDate: NotRequired[datetime],
    WorkforceVpcConfig: NotRequired[WorkforceVpcConfigResponseTypeDef],  # (4)
    Status: NotRequired[WorkforceStatusType],  # (5)
    FailureReason: NotRequired[str],
  1. See SourceIpConfigTypeDef
  2. See CognitoConfigTypeDef
  3. See OidcConfigForResponseTypeDef
  4. See WorkforceVpcConfigResponseTypeDef
  5. See WorkforceStatusType

ListActionsResponseTypeDef#

# ListActionsResponseTypeDef definition

class ListActionsResponseTypeDef(TypedDict):
    ActionSummaries: List[ActionSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See ActionSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListAppsResponseTypeDef#

# ListAppsResponseTypeDef definition

class ListAppsResponseTypeDef(TypedDict):
    Apps: List[AppDetailsTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See AppDetailsTypeDef
  2. See ResponseMetadataTypeDef

DomainSettingsForUpdateTypeDef#

# DomainSettingsForUpdateTypeDef definition

class DomainSettingsForUpdateTypeDef(TypedDict):
    RStudioServerProDomainSettingsForUpdate: NotRequired[RStudioServerProDomainSettingsForUpdateTypeDef],  # (1)
    ExecutionRoleIdentityConfig: NotRequired[ExecutionRoleIdentityConfigType],  # (2)
    SecurityGroupIds: NotRequired[Sequence[str]],
    DockerSettings: NotRequired[DockerSettingsTypeDef],  # (3)
  1. See RStudioServerProDomainSettingsForUpdateTypeDef
  2. See ExecutionRoleIdentityConfigType
  3. See DockerSettingsTypeDef

DomainSettingsTypeDef#

# DomainSettingsTypeDef definition

class DomainSettingsTypeDef(TypedDict):
    SecurityGroupIds: NotRequired[Sequence[str]],
    RStudioServerProDomainSettings: NotRequired[RStudioServerProDomainSettingsTypeDef],  # (1)
    ExecutionRoleIdentityConfig: NotRequired[ExecutionRoleIdentityConfigType],  # (2)
    DockerSettings: NotRequired[DockerSettingsTypeDef],  # (3)
  1. See RStudioServerProDomainSettingsTypeDef
  2. See ExecutionRoleIdentityConfigType
  3. See DockerSettingsTypeDef

ArtifactSummaryPaginatorTypeDef#

# ArtifactSummaryPaginatorTypeDef definition

class ArtifactSummaryPaginatorTypeDef(TypedDict):
    ArtifactArn: NotRequired[str],
    ArtifactName: NotRequired[str],
    Source: NotRequired[ArtifactSourcePaginatorTypeDef],  # (1)
    ArtifactType: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
  1. See ArtifactSourcePaginatorTypeDef

ArtifactSummaryTypeDef#

# ArtifactSummaryTypeDef definition

class ArtifactSummaryTypeDef(TypedDict):
    ArtifactArn: NotRequired[str],
    ArtifactName: NotRequired[str],
    Source: NotRequired[ArtifactSourceTypeDef],  # (1)
    ArtifactType: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
  1. See ArtifactSourceTypeDef

CreateArtifactRequestRequestTypeDef#

# CreateArtifactRequestRequestTypeDef definition

class CreateArtifactRequestRequestTypeDef(TypedDict):
    Source: ArtifactSourceTypeDef,  # (1)
    ArtifactType: str,
    ArtifactName: NotRequired[str],
    Properties: NotRequired[Mapping[str, str]],
    MetadataProperties: NotRequired[MetadataPropertiesTypeDef],  # (2)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (3)
  1. See ArtifactSourceTypeDef
  2. See MetadataPropertiesTypeDef
  3. See TagTypeDef

DeleteArtifactRequestRequestTypeDef#

# DeleteArtifactRequestRequestTypeDef definition

class DeleteArtifactRequestRequestTypeDef(TypedDict):
    ArtifactArn: NotRequired[str],
    Source: NotRequired[ArtifactSourceTypeDef],  # (1)
  1. See ArtifactSourceTypeDef

AsyncInferenceConfigTypeDef#

# AsyncInferenceConfigTypeDef definition

class AsyncInferenceConfigTypeDef(TypedDict):
    OutputConfig: AsyncInferenceOutputConfigTypeDef,  # (2)
    ClientConfig: NotRequired[AsyncInferenceClientConfigTypeDef],  # (1)
  1. See AsyncInferenceClientConfigTypeDef
  2. See AsyncInferenceOutputConfigTypeDef

TabularJobConfigTypeDef#

# TabularJobConfigTypeDef definition

class TabularJobConfigTypeDef(TypedDict):
    TargetAttributeName: str,
    CandidateGenerationConfig: NotRequired[CandidateGenerationConfigTypeDef],  # (1)
    CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef],  # (2)
    FeatureSpecificationS3Uri: NotRequired[str],
    Mode: NotRequired[AutoMLModeType],  # (3)
    GenerateCandidateDefinitionsOnly: NotRequired[bool],
    ProblemType: NotRequired[ProblemTypeType],  # (4)
    SampleWeightAttributeName: NotRequired[str],
  1. See CandidateGenerationConfigTypeDef
  2. See AutoMLJobCompletionCriteriaTypeDef
  3. See AutoMLModeType
  4. See ProblemTypeType

AutoMLChannelTypeDef#

# AutoMLChannelTypeDef definition

class AutoMLChannelTypeDef(TypedDict):
    TargetAttributeName: str,
    DataSource: NotRequired[AutoMLDataSourceTypeDef],  # (1)
    CompressionType: NotRequired[CompressionTypeType],  # (2)
    ContentType: NotRequired[str],
    ChannelType: NotRequired[AutoMLChannelTypeType],  # (3)
    SampleWeightAttributeName: NotRequired[str],
  1. See AutoMLDataSourceTypeDef
  2. See CompressionTypeType
  3. See AutoMLChannelTypeType

AutoMLJobChannelTypeDef#

# AutoMLJobChannelTypeDef definition

class AutoMLJobChannelTypeDef(TypedDict):
    ChannelType: NotRequired[AutoMLChannelTypeType],  # (1)
    ContentType: NotRequired[str],
    CompressionType: NotRequired[CompressionTypeType],  # (2)
    DataSource: NotRequired[AutoMLDataSourceTypeDef],  # (3)
  1. See AutoMLChannelTypeType
  2. See CompressionTypeType
  3. See AutoMLDataSourceTypeDef

ListAutoMLJobsResponseTypeDef#

# ListAutoMLJobsResponseTypeDef definition

class ListAutoMLJobsResponseTypeDef(TypedDict):
    AutoMLJobSummaries: List[AutoMLJobSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See AutoMLJobSummaryTypeDef
  2. See ResponseMetadataTypeDef

AutoMLResolvedAttributesTypeDef#

# AutoMLResolvedAttributesTypeDef definition

class AutoMLResolvedAttributesTypeDef(TypedDict):
    AutoMLJobObjective: NotRequired[AutoMLJobObjectiveTypeDef],  # (1)
    CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef],  # (2)
    AutoMLProblemTypeResolvedAttributes: NotRequired[AutoMLProblemTypeResolvedAttributesTypeDef],  # (3)
  1. See AutoMLJobObjectiveTypeDef
  2. See AutoMLJobCompletionCriteriaTypeDef
  3. See AutoMLProblemTypeResolvedAttributesTypeDef

AutoMLJobConfigTypeDef#

# AutoMLJobConfigTypeDef definition

class AutoMLJobConfigTypeDef(TypedDict):
    CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef],  # (1)
    SecurityConfig: NotRequired[AutoMLSecurityConfigTypeDef],  # (2)
    CandidateGenerationConfig: NotRequired[AutoMLCandidateGenerationConfigTypeDef],  # (3)
    DataSplitConfig: NotRequired[AutoMLDataSplitConfigTypeDef],  # (4)
    Mode: NotRequired[AutoMLModeType],  # (5)
  1. See AutoMLJobCompletionCriteriaTypeDef
  2. See AutoMLSecurityConfigTypeDef
  3. See AutoMLCandidateGenerationConfigTypeDef
  4. See AutoMLDataSplitConfigTypeDef
  5. See AutoMLModeType

LabelingJobAlgorithmsConfigTypeDef#

# LabelingJobAlgorithmsConfigTypeDef definition

class LabelingJobAlgorithmsConfigTypeDef(TypedDict):
    LabelingJobAlgorithmSpecificationArn: str,
    InitialActiveLearningModelArn: NotRequired[str],
    LabelingJobResourceConfig: NotRequired[LabelingJobResourceConfigTypeDef],  # (1)
  1. See LabelingJobResourceConfigTypeDef

ModelMetricsTypeDef#

# ModelMetricsTypeDef definition

class ModelMetricsTypeDef(TypedDict):
    ModelQuality: NotRequired[ModelQualityTypeDef],  # (1)
    ModelDataQuality: NotRequired[ModelDataQualityTypeDef],  # (2)
    Bias: NotRequired[BiasTypeDef],  # (3)
    Explainability: NotRequired[ExplainabilityTypeDef],  # (4)
  1. See ModelQualityTypeDef
  2. See ModelDataQualityTypeDef
  3. See BiasTypeDef
  4. See ExplainabilityTypeDef

PipelineExecutionStepMetadataTypeDef#

# PipelineExecutionStepMetadataTypeDef definition

class PipelineExecutionStepMetadataTypeDef(TypedDict):
    TrainingJob: NotRequired[TrainingJobStepMetadataTypeDef],  # (1)
    ProcessingJob: NotRequired[ProcessingJobStepMetadataTypeDef],  # (2)
    TransformJob: NotRequired[TransformJobStepMetadataTypeDef],  # (3)
    TuningJob: NotRequired[TuningJobStepMetaDataTypeDef],  # (4)
    Model: NotRequired[ModelStepMetadataTypeDef],  # (5)
    RegisterModel: NotRequired[RegisterModelStepMetadataTypeDef],  # (6)
    Condition: NotRequired[ConditionStepMetadataTypeDef],  # (7)
    Callback: NotRequired[CallbackStepMetadataTypeDef],  # (8)
    Lambda: NotRequired[LambdaStepMetadataTypeDef],  # (9)
    EMR: NotRequired[EMRStepMetadataTypeDef],  # (10)
    QualityCheck: NotRequired[QualityCheckStepMetadataTypeDef],  # (11)
    ClarifyCheck: NotRequired[ClarifyCheckStepMetadataTypeDef],  # (12)
    Fail: NotRequired[FailStepMetadataTypeDef],  # (13)
    AutoMLJob: NotRequired[AutoMLJobStepMetadataTypeDef],  # (14)
  1. See TrainingJobStepMetadataTypeDef
  2. See ProcessingJobStepMetadataTypeDef
  3. See TransformJobStepMetadataTypeDef
  4. See TuningJobStepMetaDataTypeDef
  5. See ModelStepMetadataTypeDef
  6. See RegisterModelStepMetadataTypeDef
  7. See ConditionStepMetadataTypeDef
  8. See CallbackStepMetadataTypeDef
  9. See LambdaStepMetadataTypeDef
  10. See EMRStepMetadataTypeDef
  11. See QualityCheckStepMetadataTypeDef
  12. See ClarifyCheckStepMetadataTypeDef
  13. See FailStepMetadataTypeDef
  14. See AutoMLJobStepMetadataTypeDef

AutoMLCandidateTypeDef#

# AutoMLCandidateTypeDef definition

class AutoMLCandidateTypeDef(TypedDict):
    CandidateName: str,
    ObjectiveStatus: ObjectiveStatusType,  # (2)
    CandidateSteps: List[AutoMLCandidateStepTypeDef],  # (3)
    CandidateStatus: CandidateStatusType,  # (4)
    CreationTime: datetime,
    LastModifiedTime: datetime,
    FinalAutoMLJobObjectiveMetric: NotRequired[FinalAutoMLJobObjectiveMetricTypeDef],  # (1)
    InferenceContainers: NotRequired[List[AutoMLContainerDefinitionTypeDef]],  # (5)
    EndTime: NotRequired[datetime],
    FailureReason: NotRequired[str],
    CandidateProperties: NotRequired[CandidatePropertiesTypeDef],  # (6)
    InferenceContainerDefinitions: NotRequired[Dict[AutoMLProcessingUnitType, List[AutoMLContainerDefinitionTypeDef]]],  # (7)
  1. See FinalAutoMLJobObjectiveMetricTypeDef
  2. See ObjectiveStatusType
  3. See AutoMLCandidateStepTypeDef
  4. See CandidateStatusType
  5. See AutoMLContainerDefinitionTypeDef
  6. See CandidatePropertiesTypeDef
  7. See AutoMLProcessingUnitType AutoMLContainerDefinitionTypeDef

BlueGreenUpdatePolicyTypeDef#

# BlueGreenUpdatePolicyTypeDef definition

class BlueGreenUpdatePolicyTypeDef(TypedDict):
    TrafficRoutingConfiguration: TrafficRoutingConfigTypeDef,  # (1)
    TerminationWaitInSeconds: NotRequired[int],
    MaximumExecutionTimeoutInSeconds: NotRequired[int],
  1. See TrafficRoutingConfigTypeDef

EndpointInputConfigurationTypeDef#

# EndpointInputConfigurationTypeDef definition

class EndpointInputConfigurationTypeDef(TypedDict):
    InstanceType: NotRequired[ProductionVariantInstanceTypeType],  # (1)
    ServerlessConfig: NotRequired[ProductionVariantServerlessConfigTypeDef],  # (2)
    InferenceSpecificationName: NotRequired[str],
    EnvironmentParameterRanges: NotRequired[EnvironmentParameterRangesTypeDef],  # (3)
  1. See ProductionVariantInstanceTypeType
  2. See ProductionVariantServerlessConfigTypeDef
  3. See EnvironmentParameterRangesTypeDef

ClarifyExplainerConfigTypeDef#

# ClarifyExplainerConfigTypeDef definition

class ClarifyExplainerConfigTypeDef(TypedDict):
    ShapConfig: ClarifyShapConfigTypeDef,  # (2)
    EnableExplanations: NotRequired[str],
    InferenceConfig: NotRequired[ClarifyInferenceConfigTypeDef],  # (1)
  1. See ClarifyInferenceConfigTypeDef
  2. See ClarifyShapConfigTypeDef

DescribeClusterResponseTypeDef#

# DescribeClusterResponseTypeDef definition

class DescribeClusterResponseTypeDef(TypedDict):
    ClusterArn: str,
    ClusterName: str,
    ClusterStatus: ClusterStatusType,  # (1)
    CreationTime: datetime,
    FailureMessage: str,
    InstanceGroups: List[ClusterInstanceGroupDetailsTypeDef],  # (2)
    VpcConfig: VpcConfigTypeDef,  # (3)
    ResponseMetadata: ResponseMetadataTypeDef,  # (4)
  1. See ClusterStatusType
  2. See ClusterInstanceGroupDetailsTypeDef
  3. See VpcConfigTypeDef
  4. See ResponseMetadataTypeDef

CreateClusterRequestRequestTypeDef#

# CreateClusterRequestRequestTypeDef definition

class CreateClusterRequestRequestTypeDef(TypedDict):
    ClusterName: str,
    InstanceGroups: Sequence[ClusterInstanceGroupSpecificationTypeDef],  # (1)
    VpcConfig: NotRequired[VpcConfigTypeDef],  # (2)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (3)
  1. See ClusterInstanceGroupSpecificationTypeDef
  2. See VpcConfigTypeDef
  3. See TagTypeDef

UpdateClusterRequestRequestTypeDef#

# UpdateClusterRequestRequestTypeDef definition

class UpdateClusterRequestRequestTypeDef(TypedDict):
    ClusterName: str,
    InstanceGroups: Sequence[ClusterInstanceGroupSpecificationTypeDef],  # (1)
  1. See ClusterInstanceGroupSpecificationTypeDef

DescribeClusterNodeResponseTypeDef#

# DescribeClusterNodeResponseTypeDef definition

class DescribeClusterNodeResponseTypeDef(TypedDict):
    NodeDetails: ClusterNodeDetailsTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See ClusterNodeDetailsTypeDef
  2. See ResponseMetadataTypeDef

ListClusterNodesResponseTypeDef#

# ListClusterNodesResponseTypeDef definition

class ListClusterNodesResponseTypeDef(TypedDict):
    NextToken: str,
    ClusterNodeSummaries: List[ClusterNodeSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See ClusterNodeSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListCodeRepositoriesOutputTypeDef#

# ListCodeRepositoriesOutputTypeDef definition

class ListCodeRepositoriesOutputTypeDef(TypedDict):
    CodeRepositorySummaryList: List[CodeRepositorySummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See CodeRepositorySummaryTypeDef
  2. See ResponseMetadataTypeDef

FeatureDefinitionTypeDef#

# FeatureDefinitionTypeDef definition

class FeatureDefinitionTypeDef(TypedDict):
    FeatureName: str,
    FeatureType: FeatureTypeType,  # (1)
    CollectionType: NotRequired[CollectionTypeType],  # (2)
    CollectionConfig: NotRequired[CollectionConfigTypeDef],  # (3)
  1. See FeatureTypeType
  2. See CollectionTypeType
  3. See CollectionConfigTypeDef

ListContextsResponseTypeDef#

# ListContextsResponseTypeDef definition

class ListContextsResponseTypeDef(TypedDict):
    ContextSummaries: List[ContextSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See ContextSummaryTypeDef
  2. See ResponseMetadataTypeDef

InferenceExperimentSummaryTypeDef#

# InferenceExperimentSummaryTypeDef definition

class InferenceExperimentSummaryTypeDef(TypedDict):
    Name: str,
    Type: InferenceExperimentTypeType,  # (1)
    Status: InferenceExperimentStatusType,  # (3)
    CreationTime: datetime,
    LastModifiedTime: datetime,
    Schedule: NotRequired[InferenceExperimentScheduleTypeDef],  # (2)
    StatusReason: NotRequired[str],
    Description: NotRequired[str],
    CompletionTime: NotRequired[datetime],
    RoleArn: NotRequired[str],
  1. See InferenceExperimentTypeType
  2. See InferenceExperimentScheduleTypeDef
  3. See InferenceExperimentStatusType

QueryLineageRequestRequestTypeDef#

# QueryLineageRequestRequestTypeDef definition

class QueryLineageRequestRequestTypeDef(TypedDict):
    StartArns: NotRequired[Sequence[str]],
    Direction: NotRequired[DirectionType],  # (1)
    IncludeEdges: NotRequired[bool],
    Filters: NotRequired[QueryFiltersTypeDef],  # (2)
    MaxDepth: NotRequired[int],
    MaxResults: NotRequired[int],
    NextToken: NotRequired[str],
  1. See DirectionType
  2. See QueryFiltersTypeDef

DefaultSpaceSettingsTypeDef#

# DefaultSpaceSettingsTypeDef definition

class DefaultSpaceSettingsTypeDef(TypedDict):
    ExecutionRole: NotRequired[str],
    SecurityGroups: NotRequired[Sequence[str]],
    JupyterServerAppSettings: NotRequired[JupyterServerAppSettingsTypeDef],  # (1)
    KernelGatewayAppSettings: NotRequired[KernelGatewayAppSettingsTypeDef],  # (2)
  1. See JupyterServerAppSettingsTypeDef
  2. See KernelGatewayAppSettingsTypeDef

ChannelPaginatorTypeDef#

# ChannelPaginatorTypeDef definition

class ChannelPaginatorTypeDef(TypedDict):
    ChannelName: str,
    DataSource: DataSourcePaginatorTypeDef,  # (1)
    ContentType: NotRequired[str],
    CompressionType: NotRequired[CompressionTypeType],  # (2)
    RecordWrapperType: NotRequired[RecordWrapperType],  # (3)
    InputMode: NotRequired[TrainingInputModeType],  # (4)
    ShuffleConfig: NotRequired[ShuffleConfigTypeDef],  # (5)
  1. See DataSourcePaginatorTypeDef
  2. See CompressionTypeType
  3. See RecordWrapperType
  4. See TrainingInputModeType
  5. See ShuffleConfigTypeDef

ChannelTypeDef#

# ChannelTypeDef definition

class ChannelTypeDef(TypedDict):
    ChannelName: str,
    DataSource: DataSourceTypeDef,  # (1)
    ContentType: NotRequired[str],
    CompressionType: NotRequired[CompressionTypeType],  # (2)
    RecordWrapperType: NotRequired[RecordWrapperType],  # (3)
    InputMode: NotRequired[TrainingInputModeType],  # (4)
    ShuffleConfig: NotRequired[ShuffleConfigTypeDef],  # (5)
  1. See DataSourceTypeDef
  2. See CompressionTypeType
  3. See RecordWrapperType
  4. See TrainingInputModeType
  5. See ShuffleConfigTypeDef

ProcessingInputTypeDef#

# ProcessingInputTypeDef definition

class ProcessingInputTypeDef(TypedDict):
    InputName: str,
    AppManaged: NotRequired[bool],
    S3Input: NotRequired[ProcessingS3InputTypeDef],  # (1)
    DatasetDefinition: NotRequired[DatasetDefinitionTypeDef],  # (2)
  1. See ProcessingS3InputTypeDef
  2. See DatasetDefinitionTypeDef

UserSettingsTypeDef#

# UserSettingsTypeDef definition

class UserSettingsTypeDef(TypedDict):
    ExecutionRole: NotRequired[str],
    SecurityGroups: NotRequired[Sequence[str]],
    SharingSettings: NotRequired[SharingSettingsTypeDef],  # (1)
    JupyterServerAppSettings: NotRequired[JupyterServerAppSettingsTypeDef],  # (2)
    KernelGatewayAppSettings: NotRequired[KernelGatewayAppSettingsTypeDef],  # (3)
    TensorBoardAppSettings: NotRequired[TensorBoardAppSettingsTypeDef],  # (4)
    RStudioServerProAppSettings: NotRequired[RStudioServerProAppSettingsTypeDef],  # (5)
    RSessionAppSettings: NotRequired[RSessionAppSettingsTypeDef],  # (6)
    CanvasAppSettings: NotRequired[CanvasAppSettingsTypeDef],  # (7)
    CodeEditorAppSettings: NotRequired[CodeEditorAppSettingsTypeDef],  # (8)
    JupyterLabAppSettings: NotRequired[JupyterLabAppSettingsTypeDef],  # (9)
    SpaceStorageSettings: NotRequired[DefaultSpaceStorageSettingsTypeDef],  # (10)
    DefaultLandingUri: NotRequired[str],
    StudioWebPortal: NotRequired[StudioWebPortalType],  # (11)
    CustomPosixUserConfig: NotRequired[CustomPosixUserConfigTypeDef],  # (12)
    CustomFileSystemConfigs: NotRequired[Sequence[CustomFileSystemConfigTypeDef]],  # (13)
  1. See SharingSettingsTypeDef
  2. See JupyterServerAppSettingsTypeDef
  3. See KernelGatewayAppSettingsTypeDef
  4. See TensorBoardAppSettingsTypeDef
  5. See RStudioServerProAppSettingsTypeDef
  6. See RSessionAppSettingsTypeDef
  7. See CanvasAppSettingsTypeDef
  8. See CodeEditorAppSettingsTypeDef
  9. See JupyterLabAppSettingsTypeDef
  10. See DefaultSpaceStorageSettingsTypeDef
  11. See StudioWebPortalType
  12. See CustomPosixUserConfigTypeDef
  13. See CustomFileSystemConfigTypeDef

InferenceComponentSpecificationSummaryTypeDef#

# InferenceComponentSpecificationSummaryTypeDef definition

class InferenceComponentSpecificationSummaryTypeDef(TypedDict):
    ModelName: NotRequired[str],
    Container: NotRequired[InferenceComponentContainerSpecificationSummaryTypeDef],  # (1)
    StartupParameters: NotRequired[InferenceComponentStartupParametersTypeDef],  # (2)
    ComputeResourceRequirements: NotRequired[InferenceComponentComputeResourceRequirementsTypeDef],  # (3)
  1. See InferenceComponentContainerSpecificationSummaryTypeDef
  2. See InferenceComponentStartupParametersTypeDef
  3. See InferenceComponentComputeResourceRequirementsTypeDef

CreateEdgeDeploymentPlanRequestRequestTypeDef#

# CreateEdgeDeploymentPlanRequestRequestTypeDef definition

class CreateEdgeDeploymentPlanRequestRequestTypeDef(TypedDict):
    EdgeDeploymentPlanName: str,
    ModelConfigs: Sequence[EdgeDeploymentModelConfigTypeDef],  # (1)
    DeviceFleetName: str,
    Stages: NotRequired[Sequence[DeploymentStageTypeDef]],  # (2)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (3)
  1. See EdgeDeploymentModelConfigTypeDef
  2. See DeploymentStageTypeDef
  3. See TagTypeDef

CreateEdgeDeploymentStageRequestRequestTypeDef#

# CreateEdgeDeploymentStageRequestRequestTypeDef definition

class CreateEdgeDeploymentStageRequestRequestTypeDef(TypedDict):
    EdgeDeploymentPlanName: str,
    Stages: Sequence[DeploymentStageTypeDef],  # (1)
  1. See DeploymentStageTypeDef

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)
    NextToken: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)
  1. See EdgeDeploymentModelConfigTypeDef
  2. See DeploymentStageStatusSummaryTypeDef
  3. See ResponseMetadataTypeDef

ListExperimentsResponseTypeDef#

# ListExperimentsResponseTypeDef definition

class ListExperimentsResponseTypeDef(TypedDict):
    ExperimentSummaries: List[ExperimentSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See ExperimentSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListFeatureGroupsResponseTypeDef#

# ListFeatureGroupsResponseTypeDef definition

class ListFeatureGroupsResponseTypeDef(TypedDict):
    FeatureGroupSummaries: List[FeatureGroupSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See FeatureGroupSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListTrainingJobsResponseTypeDef#

# ListTrainingJobsResponseTypeDef definition

class ListTrainingJobsResponseTypeDef(TypedDict):
    TrainingJobSummaries: List[TrainingJobSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See TrainingJobSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListTrialsResponseTypeDef#

# ListTrialsResponseTypeDef definition

class ListTrialsResponseTypeDef(TypedDict):
    TrialSummaries: List[TrialSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See TrialSummaryTypeDef
  2. See ResponseMetadataTypeDef

UpdateEndpointWeightsAndCapacitiesInputRequestTypeDef#

# UpdateEndpointWeightsAndCapacitiesInputRequestTypeDef definition

class UpdateEndpointWeightsAndCapacitiesInputRequestTypeDef(TypedDict):
    EndpointName: str,
    DesiredWeightsAndCapacities: Sequence[DesiredWeightAndCapacityTypeDef],  # (1)
  1. See DesiredWeightAndCapacityTypeDef

ListDevicesResponseTypeDef#

# ListDevicesResponseTypeDef definition

class ListDevicesResponseTypeDef(TypedDict):
    DeviceSummaries: List[DeviceSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See DeviceSummaryTypeDef
  2. See ResponseMetadataTypeDef

DriftCheckBaselinesTypeDef#

# DriftCheckBaselinesTypeDef definition

class DriftCheckBaselinesTypeDef(TypedDict):
    Bias: NotRequired[DriftCheckBiasTypeDef],  # (1)
    Explainability: NotRequired[DriftCheckExplainabilityTypeDef],  # (2)
    ModelQuality: NotRequired[DriftCheckModelQualityTypeDef],  # (3)
    ModelDataQuality: NotRequired[DriftCheckModelDataQualityTypeDef],  # (4)
  1. See DriftCheckBiasTypeDef
  2. See DriftCheckExplainabilityTypeDef
  3. See DriftCheckModelQualityTypeDef
  4. See DriftCheckModelDataQualityTypeDef

SpaceSettingsSummaryTypeDef#

# SpaceSettingsSummaryTypeDef definition

class SpaceSettingsSummaryTypeDef(TypedDict):
    AppType: NotRequired[AppTypeType],  # (1)
    SpaceStorageSettings: NotRequired[SpaceStorageSettingsTypeDef],  # (2)
  1. See AppTypeType
  2. See SpaceStorageSettingsTypeDef

SpaceSettingsTypeDef#

# SpaceSettingsTypeDef definition

class SpaceSettingsTypeDef(TypedDict):
    JupyterServerAppSettings: NotRequired[JupyterServerAppSettingsTypeDef],  # (1)
    KernelGatewayAppSettings: NotRequired[KernelGatewayAppSettingsTypeDef],  # (2)
    CodeEditorAppSettings: NotRequired[SpaceCodeEditorAppSettingsTypeDef],  # (3)
    JupyterLabAppSettings: NotRequired[SpaceJupyterLabAppSettingsTypeDef],  # (4)
    AppType: NotRequired[AppTypeType],  # (5)
    SpaceStorageSettings: NotRequired[SpaceStorageSettingsTypeDef],  # (6)
    CustomFileSystems: NotRequired[Sequence[CustomFileSystemTypeDef]],  # (7)
  1. See JupyterServerAppSettingsTypeDef
  2. See KernelGatewayAppSettingsTypeDef
  3. See SpaceCodeEditorAppSettingsTypeDef
  4. See SpaceJupyterLabAppSettingsTypeDef
  5. See AppTypeType
  6. See SpaceStorageSettingsTypeDef
  7. See CustomFileSystemTypeDef

InferenceRecommendationTypeDef#

# InferenceRecommendationTypeDef definition

class InferenceRecommendationTypeDef(TypedDict):
    Metrics: RecommendationMetricsTypeDef,  # (1)
    EndpointConfiguration: EndpointOutputConfigurationTypeDef,  # (2)
    ModelConfiguration: ModelConfigurationTypeDef,  # (3)
    RecommendationId: NotRequired[str],
    InvocationEndTime: NotRequired[datetime],
    InvocationStartTime: NotRequired[datetime],
  1. See RecommendationMetricsTypeDef
  2. See EndpointOutputConfigurationTypeDef
  3. See ModelConfigurationTypeDef

RecommendationJobInferenceBenchmarkTypeDef#

# RecommendationJobInferenceBenchmarkTypeDef definition

class RecommendationJobInferenceBenchmarkTypeDef(TypedDict):
    ModelConfiguration: ModelConfigurationTypeDef,  # (4)
    Metrics: NotRequired[RecommendationMetricsTypeDef],  # (1)
    EndpointMetrics: NotRequired[InferenceMetricsTypeDef],  # (2)
    EndpointConfiguration: NotRequired[EndpointOutputConfigurationTypeDef],  # (3)
    FailureReason: NotRequired[str],
    InvocationEndTime: NotRequired[datetime],
    InvocationStartTime: NotRequired[datetime],
  1. See RecommendationMetricsTypeDef
  2. See InferenceMetricsTypeDef
  3. See EndpointOutputConfigurationTypeDef
  4. See ModelConfigurationTypeDef

SearchExpressionTypeDef#

# SearchExpressionTypeDef definition

class SearchExpressionTypeDef(TypedDict):
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)
    NestedFilters: NotRequired[Sequence[NestedFiltersTypeDef]],  # (2)
    SubExpressions: NotRequired[Sequence[Dict[str, Any]]],
    Operator: NotRequired[BooleanOperatorType],  # (3)
  1. See FilterTypeDef
  2. See NestedFiltersTypeDef
  3. See BooleanOperatorType

ListTrainingJobsForHyperParameterTuningJobResponseTypeDef#

# ListTrainingJobsForHyperParameterTuningJobResponseTypeDef definition

class ListTrainingJobsForHyperParameterTuningJobResponseTypeDef(TypedDict):
    TrainingJobSummaries: List[HyperParameterTrainingJobSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See HyperParameterTrainingJobSummaryTypeDef
  2. See ResponseMetadataTypeDef

ListHyperParameterTuningJobsResponseTypeDef#

# ListHyperParameterTuningJobsResponseTypeDef definition

class ListHyperParameterTuningJobsResponseTypeDef(TypedDict):
    HyperParameterTuningJobSummaries: List[HyperParameterTuningJobSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See HyperParameterTuningJobSummaryTypeDef
  2. See ResponseMetadataTypeDef

AssociationSummaryTypeDef#

# AssociationSummaryTypeDef definition

class AssociationSummaryTypeDef(TypedDict):
    SourceArn: NotRequired[str],
    DestinationArn: NotRequired[str],
    SourceType: NotRequired[str],
    DestinationType: NotRequired[str],
    AssociationType: NotRequired[AssociationEdgeTypeType],  # (1)
    SourceName: NotRequired[str],
    DestinationName: NotRequired[str],
    CreationTime: NotRequired[datetime],
    CreatedBy: NotRequired[UserContextTypeDef],  # (2)
  1. See AssociationEdgeTypeType
  2. See UserContextTypeDef

DescribeActionResponseTypeDef#

# DescribeActionResponseTypeDef definition

class DescribeActionResponseTypeDef(TypedDict):
    ActionName: str,
    ActionArn: str,
    Source: ActionSourceTypeDef,  # (1)
    ActionType: str,
    Description: str,
    Status: ActionStatusType,  # (2)
    Properties: Dict[str, str],
    CreationTime: datetime,
    CreatedBy: UserContextTypeDef,  # (3)
    LastModifiedTime: datetime,
    LastModifiedBy: UserContextTypeDef,  # (3)
    MetadataProperties: MetadataPropertiesTypeDef,  # (5)
    LineageGroupArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (6)
  1. See ActionSourceTypeDef
  2. See ActionStatusType
  3. See UserContextTypeDef
  4. See UserContextTypeDef
  5. See MetadataPropertiesTypeDef
  6. See ResponseMetadataTypeDef

DescribeArtifactResponseTypeDef#

# DescribeArtifactResponseTypeDef definition

class DescribeArtifactResponseTypeDef(TypedDict):
    ArtifactName: str,
    ArtifactArn: str,
    Source: ArtifactSourceTypeDef,  # (1)
    ArtifactType: str,
    Properties: Dict[str, str],
    CreationTime: datetime,
    CreatedBy: UserContextTypeDef,  # (2)
    LastModifiedTime: datetime,
    LastModifiedBy: UserContextTypeDef,  # (2)
    MetadataProperties: MetadataPropertiesTypeDef,  # (4)
    LineageGroupArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (5)
  1. See ArtifactSourceTypeDef
  2. See UserContextTypeDef
  3. See UserContextTypeDef
  4. See MetadataPropertiesTypeDef
  5. See ResponseMetadataTypeDef

DescribeContextResponseTypeDef#

# DescribeContextResponseTypeDef definition

class DescribeContextResponseTypeDef(TypedDict):
    ContextName: str,
    ContextArn: str,
    Source: ContextSourceTypeDef,  # (1)
    ContextType: str,
    Description: str,
    Properties: Dict[str, str],
    CreationTime: datetime,
    CreatedBy: UserContextTypeDef,  # (2)
    LastModifiedTime: datetime,
    LastModifiedBy: UserContextTypeDef,  # (2)
    LineageGroupArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (4)
  1. See ContextSourceTypeDef
  2. See UserContextTypeDef
  3. See UserContextTypeDef
  4. See ResponseMetadataTypeDef

DescribeExperimentResponseTypeDef#

# DescribeExperimentResponseTypeDef definition

class DescribeExperimentResponseTypeDef(TypedDict):
    ExperimentName: str,
    ExperimentArn: str,
    DisplayName: str,
    Source: ExperimentSourceTypeDef,  # (1)
    Description: str,
    CreationTime: datetime,
    CreatedBy: UserContextTypeDef,  # (2)
    LastModifiedTime: datetime,
    LastModifiedBy: UserContextTypeDef,  # (2)
    ResponseMetadata: ResponseMetadataTypeDef,  # (4)
  1. See ExperimentSourceTypeDef
  2. See UserContextTypeDef
  3. See UserContextTypeDef
  4. See ResponseMetadataTypeDef

DescribeLineageGroupResponseTypeDef#

# DescribeLineageGroupResponseTypeDef definition

class DescribeLineageGroupResponseTypeDef(TypedDict):
    LineageGroupName: str,
    LineageGroupArn: str,
    DisplayName: str,
    Description: str,
    CreationTime: datetime,
    CreatedBy: UserContextTypeDef,  # (1)
    LastModifiedTime: datetime,
    LastModifiedBy: UserContextTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)
  1. See UserContextTypeDef
  2. See UserContextTypeDef
  3. See ResponseMetadataTypeDef

DescribeModelCardResponseTypeDef#

# DescribeModelCardResponseTypeDef definition

class DescribeModelCardResponseTypeDef(TypedDict):
    ModelCardArn: str,
    ModelCardName: str,
    ModelCardVersion: int,
    Content: str,
    ModelCardStatus: ModelCardStatusType,  # (1)
    SecurityConfig: ModelCardSecurityConfigTypeDef,  # (2)
    CreationTime: datetime,
    CreatedBy: UserContextTypeDef,  # (3)
    LastModifiedTime: datetime,
    LastModifiedBy: UserContextTypeDef,  # (3)
    ModelCardProcessingStatus: ModelCardProcessingStatusType,  # (5)
    ResponseMetadata: ResponseMetadataTypeDef,  # (6)
  1. See ModelCardStatusType
  2. See ModelCardSecurityConfigTypeDef
  3. See UserContextTypeDef
  4. See UserContextTypeDef
  5. See ModelCardProcessingStatusType
  6. See ResponseMetadataTypeDef

DescribeModelPackageGroupOutputTypeDef#

# DescribeModelPackageGroupOutputTypeDef definition

class DescribeModelPackageGroupOutputTypeDef(TypedDict):
    ModelPackageGroupName: str,
    ModelPackageGroupArn: str,
    ModelPackageGroupDescription: str,
    CreationTime: datetime,
    CreatedBy: UserContextTypeDef,  # (1)
    ModelPackageGroupStatus: ModelPackageGroupStatusType,  # (2)
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)
  1. See UserContextTypeDef
  2. See ModelPackageGroupStatusType
  3. See ResponseMetadataTypeDef

DescribePipelineResponseTypeDef#

# DescribePipelineResponseTypeDef definition

class DescribePipelineResponseTypeDef(TypedDict):
    PipelineArn: str,
    PipelineName: str,
    PipelineDisplayName: str,
    PipelineDefinition: str,
    PipelineDescription: str,
    RoleArn: str,
    PipelineStatus: PipelineStatusType,  # (1)
    CreationTime: datetime,
    LastModifiedTime: datetime,
    LastRunTime: datetime,
    CreatedBy: UserContextTypeDef,  # (2)
    LastModifiedBy: UserContextTypeDef,  # (2)
    ParallelismConfiguration: ParallelismConfigurationTypeDef,  # (4)
    ResponseMetadata: ResponseMetadataTypeDef,  # (5)
  1. See PipelineStatusType
  2. See UserContextTypeDef
  3. See UserContextTypeDef
  4. See ParallelismConfigurationTypeDef
  5. See ResponseMetadataTypeDef

DescribeTrialComponentResponseTypeDef#

# DescribeTrialComponentResponseTypeDef definition

class DescribeTrialComponentResponseTypeDef(TypedDict):
    TrialComponentName: str,
    TrialComponentArn: str,
    DisplayName: str,
    Source: TrialComponentSourceTypeDef,  # (1)
    Status: TrialComponentStatusTypeDef,  # (2)
    StartTime: datetime,
    EndTime: datetime,
    CreationTime: datetime,
    CreatedBy: UserContextTypeDef,  # (3)
    LastModifiedTime: datetime,
    LastModifiedBy: UserContextTypeDef,  # (3)
    Parameters: Dict[str, TrialComponentParameterValueTypeDef],  # (5)
    InputArtifacts: Dict[str, TrialComponentArtifactTypeDef],  # (6)
    OutputArtifacts: Dict[str, TrialComponentArtifactTypeDef],  # (6)
    MetadataProperties: MetadataPropertiesTypeDef,  # (8)
    Metrics: List[TrialComponentMetricSummaryTypeDef],  # (9)
    LineageGroupArn: str,
    Sources: List[TrialComponentSourceTypeDef],  # (10)
    ResponseMetadata: ResponseMetadataTypeDef,  # (11)
  1. See TrialComponentSourceTypeDef
  2. See TrialComponentStatusTypeDef
  3. See UserContextTypeDef
  4. See UserContextTypeDef
  5. See TrialComponentParameterValueTypeDef
  6. See TrialComponentArtifactTypeDef
  7. See TrialComponentArtifactTypeDef
  8. See MetadataPropertiesTypeDef
  9. See TrialComponentMetricSummaryTypeDef
  10. See TrialComponentSourceTypeDef
  11. See ResponseMetadataTypeDef

DescribeTrialResponseTypeDef#

# DescribeTrialResponseTypeDef definition

class DescribeTrialResponseTypeDef(TypedDict):
    TrialName: str,
    TrialArn: str,
    DisplayName: str,
    ExperimentName: str,
    Source: TrialSourceTypeDef,  # (1)
    CreationTime: datetime,
    CreatedBy: UserContextTypeDef,  # (2)
    LastModifiedTime: datetime,
    LastModifiedBy: UserContextTypeDef,  # (2)
    MetadataProperties: MetadataPropertiesTypeDef,  # (4)
    ResponseMetadata: ResponseMetadataTypeDef,  # (5)
  1. See TrialSourceTypeDef
  2. See UserContextTypeDef
  3. See UserContextTypeDef
  4. See MetadataPropertiesTypeDef
  5. See ResponseMetadataTypeDef

ExperimentTypeDef#

# ExperimentTypeDef definition

class ExperimentTypeDef(TypedDict):
    ExperimentName: NotRequired[str],
    ExperimentArn: NotRequired[str],
    DisplayName: NotRequired[str],
    Source: NotRequired[ExperimentSourceTypeDef],  # (1)
    Description: NotRequired[str],
    CreationTime: NotRequired[datetime],
    CreatedBy: NotRequired[UserContextTypeDef],  # (2)
    LastModifiedTime: NotRequired[datetime],
    LastModifiedBy: NotRequired[UserContextTypeDef],  # (2)
    Tags: NotRequired[List[TagTypeDef]],  # (4)
  1. See ExperimentSourceTypeDef
  2. See UserContextTypeDef
  3. See UserContextTypeDef
  4. See TagTypeDef

ModelCardTypeDef#

# ModelCardTypeDef definition

class ModelCardTypeDef(TypedDict):
    ModelCardArn: NotRequired[str],
    ModelCardName: NotRequired[str],
    ModelCardVersion: NotRequired[int],
    Content: NotRequired[str],
    ModelCardStatus: NotRequired[ModelCardStatusType],  # (1)
    SecurityConfig: NotRequired[ModelCardSecurityConfigTypeDef],  # (2)
    CreationTime: NotRequired[datetime],
    CreatedBy: NotRequired[UserContextTypeDef],  # (3)
    LastModifiedTime: NotRequired[datetime],
    LastModifiedBy: NotRequired[UserContextTypeDef],  # (3)
    Tags: NotRequired[List[TagTypeDef]],  # (5)
    ModelId: NotRequired[str],
    RiskRating: NotRequired[str],
    ModelPackageGroupName: NotRequired[str],
  1. See ModelCardStatusType
  2. See ModelCardSecurityConfigTypeDef
  3. See UserContextTypeDef
  4. See UserContextTypeDef
  5. See TagTypeDef

ModelDashboardModelCardTypeDef#

# ModelDashboardModelCardTypeDef definition

class ModelDashboardModelCardTypeDef(TypedDict):
    ModelCardArn: NotRequired[str],
    ModelCardName: NotRequired[str],
    ModelCardVersion: NotRequired[int],
    ModelCardStatus: NotRequired[ModelCardStatusType],  # (1)
    SecurityConfig: NotRequired[ModelCardSecurityConfigTypeDef],  # (2)
    CreationTime: NotRequired[datetime],
    CreatedBy: NotRequired[UserContextTypeDef],  # (3)
    LastModifiedTime: NotRequired[datetime],
    LastModifiedBy: NotRequired[UserContextTypeDef],  # (3)
    Tags: NotRequired[List[TagTypeDef]],  # (5)
    ModelId: NotRequired[str],
    RiskRating: NotRequired[str],
  1. See ModelCardStatusType
  2. See ModelCardSecurityConfigTypeDef
  3. See UserContextTypeDef
  4. See UserContextTypeDef
  5. See TagTypeDef

ModelPackageGroupTypeDef#

# ModelPackageGroupTypeDef definition

class ModelPackageGroupTypeDef(TypedDict):
    ModelPackageGroupName: NotRequired[str],
    ModelPackageGroupArn: NotRequired[str],
    ModelPackageGroupDescription: NotRequired[str],
    CreationTime: NotRequired[datetime],
    CreatedBy: NotRequired[UserContextTypeDef],  # (1)
    ModelPackageGroupStatus: NotRequired[ModelPackageGroupStatusType],  # (2)
    Tags: NotRequired[List[TagTypeDef]],  # (3)
  1. See UserContextTypeDef
  2. See ModelPackageGroupStatusType
  3. See TagTypeDef

PipelineTypeDef#

# PipelineTypeDef definition

class PipelineTypeDef(TypedDict):
    PipelineArn: NotRequired[str],
    PipelineName: NotRequired[str],
    PipelineDisplayName: NotRequired[str],
    PipelineDescription: NotRequired[str],
    RoleArn: NotRequired[str],
    PipelineStatus: NotRequired[PipelineStatusType],  # (1)
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    LastRunTime: NotRequired[datetime],
    CreatedBy: NotRequired[UserContextTypeDef],  # (2)
    LastModifiedBy: NotRequired[UserContextTypeDef],  # (2)
    ParallelismConfiguration: NotRequired[ParallelismConfigurationTypeDef],  # (4)
    Tags: NotRequired[List[TagTypeDef]],  # (5)
  1. See PipelineStatusType
  2. See UserContextTypeDef
  3. See UserContextTypeDef
  4. See ParallelismConfigurationTypeDef
  5. See TagTypeDef

TrialComponentSimpleSummaryTypeDef#

# TrialComponentSimpleSummaryTypeDef definition

class TrialComponentSimpleSummaryTypeDef(TypedDict):
    TrialComponentName: NotRequired[str],
    TrialComponentArn: NotRequired[str],
    TrialComponentSource: NotRequired[TrialComponentSourceTypeDef],  # (1)
    CreationTime: NotRequired[datetime],
    CreatedBy: NotRequired[UserContextTypeDef],  # (2)
  1. See TrialComponentSourceTypeDef
  2. See UserContextTypeDef

TrialComponentSummaryTypeDef#

# TrialComponentSummaryTypeDef definition

class TrialComponentSummaryTypeDef(TypedDict):
    TrialComponentName: NotRequired[str],
    TrialComponentArn: NotRequired[str],
    DisplayName: NotRequired[str],
    TrialComponentSource: NotRequired[TrialComponentSourceTypeDef],  # (1)
    Status: NotRequired[TrialComponentStatusTypeDef],  # (2)
    StartTime: NotRequired[datetime],
    EndTime: NotRequired[datetime],
    CreationTime: NotRequired[datetime],
    CreatedBy: NotRequired[UserContextTypeDef],  # (3)
    LastModifiedTime: NotRequired[datetime],
    LastModifiedBy: NotRequired[UserContextTypeDef],  # (3)
  1. See TrialComponentSourceTypeDef
  2. See TrialComponentStatusTypeDef
  3. See UserContextTypeDef
  4. See UserContextTypeDef

CreateInferenceComponentInputRequestTypeDef#

# CreateInferenceComponentInputRequestTypeDef definition

class CreateInferenceComponentInputRequestTypeDef(TypedDict):
    InferenceComponentName: str,
    EndpointName: str,
    VariantName: str,
    Specification: InferenceComponentSpecificationTypeDef,  # (1)
    RuntimeConfig: InferenceComponentRuntimeConfigTypeDef,  # (2)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (3)
  1. See InferenceComponentSpecificationTypeDef
  2. See InferenceComponentRuntimeConfigTypeDef
  3. See TagTypeDef

UpdateInferenceComponentInputRequestTypeDef#

# UpdateInferenceComponentInputRequestTypeDef definition

class UpdateInferenceComponentInputRequestTypeDef(TypedDict):
    InferenceComponentName: str,
    Specification: NotRequired[InferenceComponentSpecificationTypeDef],  # (1)
    RuntimeConfig: NotRequired[InferenceComponentRuntimeConfigTypeDef],  # (2)
  1. See InferenceComponentSpecificationTypeDef
  2. See InferenceComponentRuntimeConfigTypeDef

ListInferenceExperimentsResponsePaginatorTypeDef#

# ListInferenceExperimentsResponsePaginatorTypeDef definition

class ListInferenceExperimentsResponsePaginatorTypeDef(TypedDict):
    InferenceExperiments: List[InferenceExperimentSummaryPaginatorTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See InferenceExperimentSummaryPaginatorTypeDef
  2. See ResponseMetadataTypeDef

HyperParameterSpecificationTypeDef#

# HyperParameterSpecificationTypeDef definition

class HyperParameterSpecificationTypeDef(TypedDict):
    Name: str,
    Type: ParameterTypeType,  # (1)
    Description: NotRequired[str],
    Range: NotRequired[ParameterRangeTypeDef],  # (2)
    IsTunable: NotRequired[bool],
    IsRequired: NotRequired[bool],
    DefaultValue: NotRequired[str],
  1. See ParameterTypeType
  2. See ParameterRangeTypeDef

HyperParameterTuningJobConfigPaginatorTypeDef#

# HyperParameterTuningJobConfigPaginatorTypeDef definition

class HyperParameterTuningJobConfigPaginatorTypeDef(TypedDict):
    Strategy: HyperParameterTuningJobStrategyTypeType,  # (1)
    ResourceLimits: ResourceLimitsTypeDef,  # (4)
    StrategyConfig: NotRequired[HyperParameterTuningJobStrategyConfigTypeDef],  # (2)
    HyperParameterTuningJobObjective: NotRequired[HyperParameterTuningJobObjectiveTypeDef],  # (3)
    ParameterRanges: NotRequired[ParameterRangesPaginatorTypeDef],  # (5)
    TrainingJobEarlyStoppingType: NotRequired[TrainingJobEarlyStoppingTypeType],  # (6)
    TuningJobCompletionCriteria: NotRequired[TuningJobCompletionCriteriaTypeDef],  # (7)
    RandomSeed: NotRequired[int],
  1. See HyperParameterTuningJobStrategyTypeType
  2. See HyperParameterTuningJobStrategyConfigTypeDef
  3. See HyperParameterTuningJobObjectiveTypeDef
  4. See ResourceLimitsTypeDef
  5. See ParameterRangesPaginatorTypeDef
  6. See TrainingJobEarlyStoppingTypeType
  7. See TuningJobCompletionCriteriaTypeDef

HyperParameterTuningJobConfigTypeDef#

# HyperParameterTuningJobConfigTypeDef definition

class HyperParameterTuningJobConfigTypeDef(TypedDict):
    Strategy: HyperParameterTuningJobStrategyTypeType,  # (1)
    ResourceLimits: ResourceLimitsTypeDef,  # (4)
    StrategyConfig: NotRequired[HyperParameterTuningJobStrategyConfigTypeDef],  # (2)
    HyperParameterTuningJobObjective: NotRequired[HyperParameterTuningJobObjectiveTypeDef],  # (3)
    ParameterRanges: NotRequired[ParameterRangesTypeDef],  # (5)
    TrainingJobEarlyStoppingType: NotRequired[TrainingJobEarlyStoppingTypeType],  # (6)
    TuningJobCompletionCriteria: NotRequired[TuningJobCompletionCriteriaTypeDef],  # (7)
    RandomSeed: NotRequired[int],
  1. See HyperParameterTuningJobStrategyTypeType
  2. See HyperParameterTuningJobStrategyConfigTypeDef
  3. See HyperParameterTuningJobObjectiveTypeDef
  4. See ResourceLimitsTypeDef
  5. See ParameterRangesTypeDef
  6. See TrainingJobEarlyStoppingTypeType
  7. See TuningJobCompletionCriteriaTypeDef

AppImageConfigDetailsPaginatorTypeDef#

# AppImageConfigDetailsPaginatorTypeDef definition

class AppImageConfigDetailsPaginatorTypeDef(TypedDict):
    AppImageConfigArn: NotRequired[str],
    AppImageConfigName: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    KernelGatewayImageConfig: NotRequired[KernelGatewayImageConfigPaginatorTypeDef],  # (1)
    JupyterLabAppImageConfig: NotRequired[JupyterLabAppImageConfigPaginatorTypeDef],  # (2)
  1. See KernelGatewayImageConfigPaginatorTypeDef
  2. See JupyterLabAppImageConfigPaginatorTypeDef

AppImageConfigDetailsTypeDef#

# AppImageConfigDetailsTypeDef definition

class AppImageConfigDetailsTypeDef(TypedDict):
    AppImageConfigArn: NotRequired[str],
    AppImageConfigName: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    KernelGatewayImageConfig: NotRequired[KernelGatewayImageConfigTypeDef],  # (1)
    JupyterLabAppImageConfig: NotRequired[JupyterLabAppImageConfigTypeDef],  # (2)
  1. See KernelGatewayImageConfigTypeDef
  2. See JupyterLabAppImageConfigTypeDef

CreateAppImageConfigRequestRequestTypeDef#

# CreateAppImageConfigRequestRequestTypeDef definition

class CreateAppImageConfigRequestRequestTypeDef(TypedDict):
    AppImageConfigName: str,
    Tags: NotRequired[Sequence[TagTypeDef]],  # (1)
    KernelGatewayImageConfig: NotRequired[KernelGatewayImageConfigTypeDef],  # (2)
    JupyterLabAppImageConfig: NotRequired[JupyterLabAppImageConfigTypeDef],  # (3)
  1. See TagTypeDef
  2. See KernelGatewayImageConfigTypeDef
  3. See JupyterLabAppImageConfigTypeDef

DescribeAppImageConfigResponseTypeDef#

# DescribeAppImageConfigResponseTypeDef definition

class DescribeAppImageConfigResponseTypeDef(TypedDict):
    AppImageConfigArn: str,
    AppImageConfigName: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    KernelGatewayImageConfig: KernelGatewayImageConfigTypeDef,  # (1)
    JupyterLabAppImageConfig: JupyterLabAppImageConfigTypeDef,  # (2)
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)
  1. See KernelGatewayImageConfigTypeDef
  2. See JupyterLabAppImageConfigTypeDef
  3. See ResponseMetadataTypeDef

UpdateAppImageConfigRequestRequestTypeDef#

# UpdateAppImageConfigRequestRequestTypeDef definition

class UpdateAppImageConfigRequestRequestTypeDef(TypedDict):
    AppImageConfigName: str,
    KernelGatewayImageConfig: NotRequired[KernelGatewayImageConfigTypeDef],  # (1)
    JupyterLabAppImageConfig: NotRequired[JupyterLabAppImageConfigTypeDef],  # (2)
  1. See KernelGatewayImageConfigTypeDef
  2. See JupyterLabAppImageConfigTypeDef

ListLabelingJobsForWorkteamResponseTypeDef#

# ListLabelingJobsForWorkteamResponseTypeDef definition

class ListLabelingJobsForWorkteamResponseTypeDef(TypedDict):
    LabelingJobSummaryList: List[LabelingJobForWorkteamSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See LabelingJobForWorkteamSummaryTypeDef
  2. See ResponseMetadataTypeDef

LabelingJobInputConfigPaginatorTypeDef#

# LabelingJobInputConfigPaginatorTypeDef definition

class LabelingJobInputConfigPaginatorTypeDef(TypedDict):
    DataSource: LabelingJobDataSourceTypeDef,  # (1)
    DataAttributes: NotRequired[LabelingJobDataAttributesPaginatorTypeDef],  # (2)
  1. See LabelingJobDataSourceTypeDef
  2. See LabelingJobDataAttributesPaginatorTypeDef

LabelingJobInputConfigTypeDef#

# LabelingJobInputConfigTypeDef definition

class LabelingJobInputConfigTypeDef(TypedDict):
    DataSource: LabelingJobDataSourceTypeDef,  # (1)
    DataAttributes: NotRequired[LabelingJobDataAttributesTypeDef],  # (2)
  1. See LabelingJobDataSourceTypeDef
  2. See LabelingJobDataAttributesTypeDef

WorkteamPaginatorTypeDef#

# WorkteamPaginatorTypeDef definition

class WorkteamPaginatorTypeDef(TypedDict):
    WorkteamName: str,
    MemberDefinitions: List[MemberDefinitionPaginatorTypeDef],  # (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)
  1. See MemberDefinitionPaginatorTypeDef
  2. See NotificationConfigurationTypeDef

CreateWorkteamRequestRequestTypeDef#

# CreateWorkteamRequestRequestTypeDef definition

class CreateWorkteamRequestRequestTypeDef(TypedDict):
    WorkteamName: str,
    MemberDefinitions: Sequence[MemberDefinitionTypeDef],  # (1)
    Description: str,
    WorkforceName: NotRequired[str],
    NotificationConfiguration: NotRequired[NotificationConfigurationTypeDef],  # (2)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (3)
  1. See MemberDefinitionTypeDef
  2. See NotificationConfigurationTypeDef
  3. See TagTypeDef

UpdateWorkteamRequestRequestTypeDef#

# UpdateWorkteamRequestRequestTypeDef definition

class UpdateWorkteamRequestRequestTypeDef(TypedDict):
    WorkteamName: str,
    MemberDefinitions: NotRequired[Sequence[MemberDefinitionTypeDef]],  # (1)
    Description: NotRequired[str],
    NotificationConfiguration: NotRequired[NotificationConfigurationTypeDef],  # (2)
  1. See MemberDefinitionTypeDef
  2. See NotificationConfigurationTypeDef

WorkteamTypeDef#

# WorkteamTypeDef definition

class WorkteamTypeDef(TypedDict):
    WorkteamName: str,
    MemberDefinitions: List[MemberDefinitionTypeDef],  # (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)
  1. See MemberDefinitionTypeDef
  2. See NotificationConfigurationTypeDef

TargetTrackingScalingPolicyConfigurationTypeDef#

# TargetTrackingScalingPolicyConfigurationTypeDef definition

class TargetTrackingScalingPolicyConfigurationTypeDef(TypedDict):
    MetricSpecification: NotRequired[MetricSpecificationTypeDef],  # (1)
    TargetValue: NotRequired[float],
  1. See MetricSpecificationTypeDef

ModelDataSourceTypeDef#

# ModelDataSourceTypeDef definition

class ModelDataSourceTypeDef(TypedDict):
    S3DataSource: NotRequired[S3ModelDataSourceTypeDef],  # (1)
  1. See S3ModelDataSourceTypeDef

MonitoringAlertSummaryTypeDef#

# MonitoringAlertSummaryTypeDef definition

class MonitoringAlertSummaryTypeDef(TypedDict):
    MonitoringAlertName: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    AlertStatus: MonitoringAlertStatusType,  # (1)
    DatapointsToAlert: int,
    EvaluationPeriod: int,
    Actions: MonitoringAlertActionsTypeDef,  # (2)
  1. See MonitoringAlertStatusType
  2. See MonitoringAlertActionsTypeDef

ModelVariantConfigSummaryTypeDef#

# ModelVariantConfigSummaryTypeDef definition

class ModelVariantConfigSummaryTypeDef(TypedDict):
    ModelName: str,
    VariantName: str,
    InfrastructureConfig: ModelInfrastructureConfigTypeDef,  # (1)
    Status: ModelVariantStatusType,  # (2)
  1. See ModelInfrastructureConfigTypeDef
  2. See ModelVariantStatusType

ModelVariantConfigTypeDef#

# ModelVariantConfigTypeDef definition

class ModelVariantConfigTypeDef(TypedDict):
    ModelName: str,
    VariantName: str,
    InfrastructureConfig: ModelInfrastructureConfigTypeDef,  # (1)
  1. See ModelInfrastructureConfigTypeDef

ListModelMetadataRequestListModelMetadataPaginateTypeDef#

# ListModelMetadataRequestListModelMetadataPaginateTypeDef definition

class ListModelMetadataRequestListModelMetadataPaginateTypeDef(TypedDict):
    SearchExpression: NotRequired[ModelMetadataSearchExpressionTypeDef],  # (1)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (2)
  1. See ModelMetadataSearchExpressionTypeDef
  2. See PaginatorConfigTypeDef

ListModelMetadataRequestRequestTypeDef#

# ListModelMetadataRequestRequestTypeDef definition

class ListModelMetadataRequestRequestTypeDef(TypedDict):
    SearchExpression: NotRequired[ModelMetadataSearchExpressionTypeDef],  # (1)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],
  1. See ModelMetadataSearchExpressionTypeDef

BatchTransformInputPaginatorTypeDef#

# BatchTransformInputPaginatorTypeDef definition

class BatchTransformInputPaginatorTypeDef(TypedDict):
    DataCapturedDestinationS3Uri: str,
    DatasetFormat: MonitoringDatasetFormatPaginatorTypeDef,  # (1)
    LocalPath: str,
    S3InputMode: NotRequired[ProcessingS3InputModeType],  # (2)
    S3DataDistributionType: NotRequired[ProcessingS3DataDistributionTypeType],  # (3)
    FeaturesAttribute: NotRequired[str],
    InferenceAttribute: NotRequired[str],
    ProbabilityAttribute: NotRequired[str],
    ProbabilityThresholdAttribute: NotRequired[float],
    StartTimeOffset: NotRequired[str],
    EndTimeOffset: NotRequired[str],
    ExcludeFeaturesAttribute: NotRequired[str],
  1. See MonitoringDatasetFormatPaginatorTypeDef
  2. See ProcessingS3InputModeType
  3. See ProcessingS3DataDistributionTypeType

BatchTransformInputTypeDef#

# BatchTransformInputTypeDef definition

class BatchTransformInputTypeDef(TypedDict):
    DataCapturedDestinationS3Uri: str,
    DatasetFormat: MonitoringDatasetFormatTypeDef,  # (1)
    LocalPath: str,
    S3InputMode: NotRequired[ProcessingS3InputModeType],  # (2)
    S3DataDistributionType: NotRequired[ProcessingS3DataDistributionTypeType],  # (3)
    FeaturesAttribute: NotRequired[str],
    InferenceAttribute: NotRequired[str],
    ProbabilityAttribute: NotRequired[str],
    ProbabilityThresholdAttribute: NotRequired[float],
    StartTimeOffset: NotRequired[str],
    EndTimeOffset: NotRequired[str],
    ExcludeFeaturesAttribute: NotRequired[str],
  1. See MonitoringDatasetFormatTypeDef
  2. See ProcessingS3InputModeType
  3. See ProcessingS3DataDistributionTypeType

MonitoringOutputConfigPaginatorTypeDef#

# MonitoringOutputConfigPaginatorTypeDef definition

class MonitoringOutputConfigPaginatorTypeDef(TypedDict):
    MonitoringOutputs: List[MonitoringOutputTypeDef],  # (1)
    KmsKeyId: NotRequired[str],
  1. See MonitoringOutputTypeDef

MonitoringOutputConfigTypeDef#

# MonitoringOutputConfigTypeDef definition

class MonitoringOutputConfigTypeDef(TypedDict):
    MonitoringOutputs: Sequence[MonitoringOutputTypeDef],  # (1)
    KmsKeyId: NotRequired[str],
  1. See MonitoringOutputTypeDef

CreateCompilationJobRequestRequestTypeDef#

# CreateCompilationJobRequestRequestTypeDef definition

class CreateCompilationJobRequestRequestTypeDef(TypedDict):
    CompilationJobName: str,
    RoleArn: str,
    OutputConfig: OutputConfigTypeDef,  # (1)
    StoppingCondition: StoppingConditionTypeDef,  # (2)
    ModelPackageVersionArn: NotRequired[str],
    InputConfig: NotRequired[InputConfigTypeDef],  # (3)
    VpcConfig: NotRequired[NeoVpcConfigTypeDef],  # (4)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (5)
  1. See OutputConfigTypeDef
  2. See StoppingConditionTypeDef
  3. See InputConfigTypeDef
  4. See NeoVpcConfigTypeDef
  5. See TagTypeDef

DescribeCompilationJobResponseTypeDef#

# DescribeCompilationJobResponseTypeDef definition

class DescribeCompilationJobResponseTypeDef(TypedDict):
    CompilationJobName: str,
    CompilationJobArn: str,
    CompilationJobStatus: CompilationJobStatusType,  # (1)
    CompilationStartTime: datetime,
    CompilationEndTime: datetime,
    StoppingCondition: StoppingConditionTypeDef,  # (2)
    InferenceImage: str,
    ModelPackageVersionArn: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    FailureReason: str,
    ModelArtifacts: ModelArtifactsTypeDef,  # (3)
    ModelDigests: ModelDigestsTypeDef,  # (4)
    RoleArn: str,
    InputConfig: InputConfigTypeDef,  # (5)
    OutputConfig: OutputConfigTypeDef,  # (6)
    VpcConfig: NeoVpcConfigTypeDef,  # (7)
    DerivedInformation: DerivedInformationTypeDef,  # (8)
    ResponseMetadata: ResponseMetadataTypeDef,  # (9)
  1. See CompilationJobStatusType
  2. See StoppingConditionTypeDef
  3. See ModelArtifactsTypeDef
  4. See ModelDigestsTypeDef
  5. See InputConfigTypeDef
  6. See OutputConfigTypeDef
  7. See NeoVpcConfigTypeDef
  8. See DerivedInformationTypeDef
  9. See ResponseMetadataTypeDef

PendingDeploymentSummaryTypeDef#

# PendingDeploymentSummaryTypeDef definition

class PendingDeploymentSummaryTypeDef(TypedDict):
    EndpointConfigName: str,
    ProductionVariants: NotRequired[List[PendingProductionVariantSummaryTypeDef]],  # (1)
    StartTime: NotRequired[datetime],
    ShadowProductionVariants: NotRequired[List[PendingProductionVariantSummaryTypeDef]],  # (1)
  1. See PendingProductionVariantSummaryTypeDef
  2. See PendingProductionVariantSummaryTypeDef

ProcessingOutputConfigPaginatorTypeDef#

# ProcessingOutputConfigPaginatorTypeDef definition

class ProcessingOutputConfigPaginatorTypeDef(TypedDict):
    Outputs: List[ProcessingOutputTypeDef],  # (1)
    KmsKeyId: NotRequired[str],
  1. See ProcessingOutputTypeDef

ProcessingOutputConfigTypeDef#

# ProcessingOutputConfigTypeDef definition

class ProcessingOutputConfigTypeDef(TypedDict):
    Outputs: Sequence[ProcessingOutputTypeDef],  # (1)
    KmsKeyId: NotRequired[str],
  1. See ProcessingOutputTypeDef

GetSearchSuggestionsRequestRequestTypeDef#

# GetSearchSuggestionsRequestRequestTypeDef definition

class GetSearchSuggestionsRequestRequestTypeDef(TypedDict):
    Resource: ResourceTypeType,  # (1)
    SuggestionQuery: NotRequired[SuggestionQueryTypeDef],  # (2)
  1. See ResourceTypeType
  2. See SuggestionQueryTypeDef

ProjectPaginatorTypeDef#

# ProjectPaginatorTypeDef definition

class ProjectPaginatorTypeDef(TypedDict):
    ProjectArn: NotRequired[str],
    ProjectName: NotRequired[str],
    ProjectId: NotRequired[str],
    ProjectDescription: NotRequired[str],
    ServiceCatalogProvisioningDetails: NotRequired[ServiceCatalogProvisioningDetailsPaginatorTypeDef],  # (1)
    ServiceCatalogProvisionedProductDetails: NotRequired[ServiceCatalogProvisionedProductDetailsTypeDef],  # (2)
    ProjectStatus: NotRequired[ProjectStatusType],  # (3)
    CreatedBy: NotRequired[UserContextTypeDef],  # (4)
    CreationTime: NotRequired[datetime],
    Tags: NotRequired[List[TagTypeDef]],  # (5)
    LastModifiedTime: NotRequired[datetime],
    LastModifiedBy: NotRequired[UserContextTypeDef],  # (4)
  1. See ServiceCatalogProvisioningDetailsPaginatorTypeDef
  2. See ServiceCatalogProvisionedProductDetailsTypeDef
  3. See ProjectStatusType
  4. See UserContextTypeDef
  5. See TagTypeDef
  6. See UserContextTypeDef

CreateProjectInputRequestTypeDef#

# CreateProjectInputRequestTypeDef definition

class CreateProjectInputRequestTypeDef(TypedDict):
    ProjectName: str,
    ServiceCatalogProvisioningDetails: ServiceCatalogProvisioningDetailsTypeDef,  # (1)
    ProjectDescription: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
  1. See ServiceCatalogProvisioningDetailsTypeDef
  2. See TagTypeDef

DescribeProjectOutputTypeDef#

# DescribeProjectOutputTypeDef definition

class DescribeProjectOutputTypeDef(TypedDict):
    ProjectArn: str,
    ProjectName: str,
    ProjectId: str,
    ProjectDescription: str,
    ServiceCatalogProvisioningDetails: ServiceCatalogProvisioningDetailsTypeDef,  # (1)
    ServiceCatalogProvisionedProductDetails: ServiceCatalogProvisionedProductDetailsTypeDef,  # (2)
    ProjectStatus: ProjectStatusType,  # (3)
    CreatedBy: UserContextTypeDef,  # (4)
    CreationTime: datetime,
    LastModifiedTime: datetime,
    LastModifiedBy: UserContextTypeDef,  # (4)
    ResponseMetadata: ResponseMetadataTypeDef,  # (6)
  1. See ServiceCatalogProvisioningDetailsTypeDef
  2. See ServiceCatalogProvisionedProductDetailsTypeDef
  3. See ProjectStatusType
  4. See UserContextTypeDef
  5. See UserContextTypeDef
  6. See ResponseMetadataTypeDef

ProjectTypeDef#

# ProjectTypeDef definition

class ProjectTypeDef(TypedDict):
    ProjectArn: NotRequired[str],
    ProjectName: NotRequired[str],
    ProjectId: NotRequired[str],
    ProjectDescription: NotRequired[str],
    ServiceCatalogProvisioningDetails: NotRequired[ServiceCatalogProvisioningDetailsTypeDef],  # (1)
    ServiceCatalogProvisionedProductDetails: NotRequired[ServiceCatalogProvisionedProductDetailsTypeDef],  # (2)
    ProjectStatus: NotRequired[ProjectStatusType],  # (3)
    CreatedBy: NotRequired[UserContextTypeDef],  # (4)
    CreationTime: NotRequired[datetime],
    Tags: NotRequired[List[TagTypeDef]],  # (5)
    LastModifiedTime: NotRequired[datetime],
    LastModifiedBy: NotRequired[UserContextTypeDef],  # (4)
  1. See ServiceCatalogProvisioningDetailsTypeDef
  2. See ServiceCatalogProvisionedProductDetailsTypeDef
  3. See ProjectStatusType
  4. See UserContextTypeDef
  5. See TagTypeDef
  6. See UserContextTypeDef

UpdateProjectInputRequestTypeDef#

# UpdateProjectInputRequestTypeDef definition

class UpdateProjectInputRequestTypeDef(TypedDict):
    ProjectName: str,
    ProjectDescription: NotRequired[str],
    ServiceCatalogProvisioningUpdateDetails: NotRequired[ServiceCatalogProvisioningUpdateDetailsTypeDef],  # (1)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
  1. See ServiceCatalogProvisioningUpdateDetailsTypeDef
  2. See TagTypeDef

HumanLoopConfigTypeDef#

# HumanLoopConfigTypeDef definition

class HumanLoopConfigTypeDef(TypedDict):
    WorkteamArn: str,
    HumanTaskUiArn: str,
    TaskTitle: str,
    TaskDescription: str,
    TaskCount: int,
    TaskAvailabilityLifetimeInSeconds: NotRequired[int],
    TaskTimeLimitInSeconds: NotRequired[int],
    TaskKeywords: NotRequired[Sequence[str]],
    PublicWorkforceTaskPrice: NotRequired[PublicWorkforceTaskPriceTypeDef],  # (1)
  1. See PublicWorkforceTaskPriceTypeDef

HumanTaskConfigTypeDef#

# HumanTaskConfigTypeDef definition

class HumanTaskConfigTypeDef(TypedDict):
    WorkteamArn: str,
    UiConfig: UiConfigTypeDef,  # (1)
    PreHumanTaskLambdaArn: str,
    TaskTitle: str,
    TaskDescription: str,
    NumberOfHumanWorkersPerDataObject: int,
    TaskTimeLimitInSeconds: int,
    AnnotationConsolidationConfig: AnnotationConsolidationConfigTypeDef,  # (2)
    TaskKeywords: NotRequired[Sequence[str]],
    TaskAvailabilityLifetimeInSeconds: NotRequired[int],
    MaxConcurrentTaskCount: NotRequired[int],
    PublicWorkforceTaskPrice: NotRequired[PublicWorkforceTaskPriceTypeDef],  # (3)
  1. See UiConfigTypeDef
  2. See AnnotationConsolidationConfigTypeDef
  3. See PublicWorkforceTaskPriceTypeDef

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: SelectiveExecutionConfigTypeDef,  # (6)
    ResponseMetadata: ResponseMetadataTypeDef,  # (7)
  1. See PipelineExecutionStatusType
  2. See PipelineExperimentConfigTypeDef
  3. See UserContextTypeDef
  4. See UserContextTypeDef
  5. See ParallelismConfigurationTypeDef
  6. See SelectiveExecutionConfigTypeDef
  7. See ResponseMetadataTypeDef

PipelineExecutionTypeDef#

# PipelineExecutionTypeDef definition

class PipelineExecutionTypeDef(TypedDict):
    PipelineArn: NotRequired[str],
    PipelineExecutionArn: NotRequired[str],
    PipelineExecutionDisplayName: NotRequired[str],
    PipelineExecutionStatus: NotRequired[PipelineExecutionStatusType],  # (1)
    PipelineExecutionDescription: NotRequired[str],
    PipelineExperimentConfig: NotRequired[PipelineExperimentConfigTypeDef],  # (2)
    FailureReason: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    CreatedBy: NotRequired[UserContextTypeDef],  # (3)
    LastModifiedBy: NotRequired[UserContextTypeDef],  # (3)
    ParallelismConfiguration: NotRequired[ParallelismConfigurationTypeDef],  # (5)
    SelectiveExecutionConfig: NotRequired[SelectiveExecutionConfigTypeDef],  # (6)
    PipelineParameters: NotRequired[List[ParameterTypeDef]],  # (7)
  1. See PipelineExecutionStatusType
  2. See PipelineExperimentConfigTypeDef
  3. See UserContextTypeDef
  4. See UserContextTypeDef
  5. See ParallelismConfigurationTypeDef
  6. See SelectiveExecutionConfigTypeDef
  7. See ParameterTypeDef

StartPipelineExecutionRequestRequestTypeDef#

# StartPipelineExecutionRequestRequestTypeDef definition

class StartPipelineExecutionRequestRequestTypeDef(TypedDict):
    PipelineName: str,
    ClientRequestToken: str,
    PipelineExecutionDisplayName: NotRequired[str],
    PipelineParameters: NotRequired[Sequence[ParameterTypeDef]],  # (1)
    PipelineExecutionDescription: NotRequired[str],
    ParallelismConfiguration: NotRequired[ParallelismConfigurationTypeDef],  # (2)
    SelectiveExecutionConfig: NotRequired[SelectiveExecutionConfigTypeDef],  # (3)
  1. See ParameterTypeDef
  2. See ParallelismConfigurationTypeDef
  3. See SelectiveExecutionConfigTypeDef

AlgorithmSpecificationPaginatorTypeDef#

# AlgorithmSpecificationPaginatorTypeDef definition

class AlgorithmSpecificationPaginatorTypeDef(TypedDict):
    TrainingInputMode: TrainingInputModeType,  # (1)
    TrainingImage: NotRequired[str],
    AlgorithmName: NotRequired[str],
    MetricDefinitions: NotRequired[List[MetricDefinitionTypeDef]],  # (2)
    EnableSageMakerMetricsTimeSeries: NotRequired[bool],
    ContainerEntrypoint: NotRequired[List[str]],
    ContainerArguments: NotRequired[List[str]],
    TrainingImageConfig: NotRequired[TrainingImageConfigTypeDef],  # (3)
  1. See TrainingInputModeType
  2. See MetricDefinitionTypeDef
  3. See TrainingImageConfigTypeDef

AlgorithmSpecificationTypeDef#

# AlgorithmSpecificationTypeDef definition

class AlgorithmSpecificationTypeDef(TypedDict):
    TrainingInputMode: TrainingInputModeType,  # (1)
    TrainingImage: NotRequired[str],
    AlgorithmName: NotRequired[str],
    MetricDefinitions: NotRequired[Sequence[MetricDefinitionTypeDef]],  # (2)
    EnableSageMakerMetricsTimeSeries: NotRequired[bool],
    ContainerEntrypoint: NotRequired[Sequence[str]],
    ContainerArguments: NotRequired[Sequence[str]],
    TrainingImageConfig: NotRequired[TrainingImageConfigTypeDef],  # (3)
  1. See TrainingInputModeType
  2. See MetricDefinitionTypeDef
  3. See TrainingImageConfigTypeDef

TransformInputTypeDef#

# TransformInputTypeDef definition

class TransformInputTypeDef(TypedDict):
    DataSource: TransformDataSourceTypeDef,  # (1)
    ContentType: NotRequired[str],
    CompressionType: NotRequired[CompressionTypeType],  # (2)
    SplitType: NotRequired[SplitTypeType],  # (3)
  1. See TransformDataSourceTypeDef
  2. See CompressionTypeType
  3. See SplitTypeType

ListWorkforcesResponsePaginatorTypeDef#

# ListWorkforcesResponsePaginatorTypeDef definition

class ListWorkforcesResponsePaginatorTypeDef(TypedDict):
    Workforces: List[WorkforcePaginatorTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See WorkforcePaginatorTypeDef
  2. See ResponseMetadataTypeDef

DescribeWorkforceResponseTypeDef#

# DescribeWorkforceResponseTypeDef definition

class DescribeWorkforceResponseTypeDef(TypedDict):
    Workforce: WorkforceTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See WorkforceTypeDef
  2. See ResponseMetadataTypeDef

ListWorkforcesResponseTypeDef#

# ListWorkforcesResponseTypeDef definition

class ListWorkforcesResponseTypeDef(TypedDict):
    Workforces: List[WorkforceTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See WorkforceTypeDef
  2. See ResponseMetadataTypeDef

UpdateWorkforceResponseTypeDef#

# UpdateWorkforceResponseTypeDef definition

class UpdateWorkforceResponseTypeDef(TypedDict):
    Workforce: WorkforceTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See WorkforceTypeDef
  2. See ResponseMetadataTypeDef

ListArtifactsResponsePaginatorTypeDef#

# ListArtifactsResponsePaginatorTypeDef definition

class ListArtifactsResponsePaginatorTypeDef(TypedDict):
    ArtifactSummaries: List[ArtifactSummaryPaginatorTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See ArtifactSummaryPaginatorTypeDef
  2. See ResponseMetadataTypeDef

ListArtifactsResponseTypeDef#

# ListArtifactsResponseTypeDef definition

class ListArtifactsResponseTypeDef(TypedDict):
    ArtifactSummaries: List[ArtifactSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See ArtifactSummaryTypeDef
  2. See ResponseMetadataTypeDef

AutoMLProblemTypeConfigTypeDef#

# AutoMLProblemTypeConfigTypeDef definition

class AutoMLProblemTypeConfigTypeDef(TypedDict):
    ImageClassificationJobConfig: NotRequired[ImageClassificationJobConfigTypeDef],  # (1)
    TextClassificationJobConfig: NotRequired[TextClassificationJobConfigTypeDef],  # (2)
    TimeSeriesForecastingJobConfig: NotRequired[TimeSeriesForecastingJobConfigTypeDef],  # (3)
    TabularJobConfig: NotRequired[TabularJobConfigTypeDef],  # (4)
    TextGenerationJobConfig: NotRequired[TextGenerationJobConfigTypeDef],  # (5)
  1. See ImageClassificationJobConfigTypeDef
  2. See TextClassificationJobConfigTypeDef
  3. See TimeSeriesForecastingJobConfigTypeDef
  4. See TabularJobConfigTypeDef
  5. See TextGenerationJobConfigTypeDef

CreateAutoMLJobRequestRequestTypeDef#

# CreateAutoMLJobRequestRequestTypeDef definition

class CreateAutoMLJobRequestRequestTypeDef(TypedDict):
    AutoMLJobName: str,
    InputDataConfig: Sequence[AutoMLChannelTypeDef],  # (1)
    OutputDataConfig: AutoMLOutputDataConfigTypeDef,  # (2)
    RoleArn: str,
    ProblemType: NotRequired[ProblemTypeType],  # (3)
    AutoMLJobObjective: NotRequired[AutoMLJobObjectiveTypeDef],  # (4)
    AutoMLJobConfig: NotRequired[AutoMLJobConfigTypeDef],  # (5)
    GenerateCandidateDefinitionsOnly: NotRequired[bool],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (6)
    ModelDeployConfig: NotRequired[ModelDeployConfigTypeDef],  # (7)
  1. See AutoMLChannelTypeDef
  2. See AutoMLOutputDataConfigTypeDef
  3. See ProblemTypeType
  4. See AutoMLJobObjectiveTypeDef
  5. See AutoMLJobConfigTypeDef
  6. See TagTypeDef
  7. See ModelDeployConfigTypeDef

PipelineExecutionStepTypeDef#

# PipelineExecutionStepTypeDef definition

class PipelineExecutionStepTypeDef(TypedDict):
    StepName: NotRequired[str],
    StepDisplayName: NotRequired[str],
    StepDescription: NotRequired[str],
    StartTime: NotRequired[datetime],
    EndTime: NotRequired[datetime],
    StepStatus: NotRequired[StepStatusType],  # (1)
    CacheHitResult: NotRequired[CacheHitResultTypeDef],  # (2)
    FailureReason: NotRequired[str],
    Metadata: NotRequired[PipelineExecutionStepMetadataTypeDef],  # (3)
    AttemptCount: NotRequired[int],
    SelectiveExecutionResult: NotRequired[SelectiveExecutionResultTypeDef],  # (4)
  1. See StepStatusType
  2. See CacheHitResultTypeDef
  3. See PipelineExecutionStepMetadataTypeDef
  4. See SelectiveExecutionResultTypeDef

DescribeAutoMLJobResponseTypeDef#

# DescribeAutoMLJobResponseTypeDef definition

class DescribeAutoMLJobResponseTypeDef(TypedDict):
    AutoMLJobName: str,
    AutoMLJobArn: str,
    InputDataConfig: List[AutoMLChannelTypeDef],  # (1)
    OutputDataConfig: AutoMLOutputDataConfigTypeDef,  # (2)
    RoleArn: str,
    AutoMLJobObjective: AutoMLJobObjectiveTypeDef,  # (3)
    ProblemType: ProblemTypeType,  # (4)
    AutoMLJobConfig: AutoMLJobConfigTypeDef,  # (5)
    CreationTime: datetime,
    EndTime: datetime,
    LastModifiedTime: datetime,
    FailureReason: str,
    PartialFailureReasons: List[AutoMLPartialFailureReasonTypeDef],  # (6)
    BestCandidate: AutoMLCandidateTypeDef,  # (7)
    AutoMLJobStatus: AutoMLJobStatusType,  # (8)
    AutoMLJobSecondaryStatus: AutoMLJobSecondaryStatusType,  # (9)
    GenerateCandidateDefinitionsOnly: bool,
    AutoMLJobArtifacts: AutoMLJobArtifactsTypeDef,  # (10)
    ResolvedAttributes: ResolvedAttributesTypeDef,  # (11)
    ModelDeployConfig: ModelDeployConfigTypeDef,  # (12)
    ModelDeployResult: ModelDeployResultTypeDef,  # (13)
    ResponseMetadata: ResponseMetadataTypeDef,  # (14)
  1. See AutoMLChannelTypeDef
  2. See AutoMLOutputDataConfigTypeDef
  3. See AutoMLJobObjectiveTypeDef
  4. See ProblemTypeType
  5. See AutoMLJobConfigTypeDef
  6. See AutoMLPartialFailureReasonTypeDef
  7. See AutoMLCandidateTypeDef
  8. See AutoMLJobStatusType
  9. See AutoMLJobSecondaryStatusType
  10. See AutoMLJobArtifactsTypeDef
  11. See ResolvedAttributesTypeDef
  12. See ModelDeployConfigTypeDef
  13. See ModelDeployResultTypeDef
  14. See ResponseMetadataTypeDef

ListCandidatesForAutoMLJobResponseTypeDef#

# ListCandidatesForAutoMLJobResponseTypeDef definition

class ListCandidatesForAutoMLJobResponseTypeDef(TypedDict):
    Candidates: List[AutoMLCandidateTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See AutoMLCandidateTypeDef
  2. See ResponseMetadataTypeDef

DeploymentConfigTypeDef#

# DeploymentConfigTypeDef definition

class DeploymentConfigTypeDef(TypedDict):
    BlueGreenUpdatePolicy: NotRequired[BlueGreenUpdatePolicyTypeDef],  # (1)
    RollingUpdatePolicy: NotRequired[RollingUpdatePolicyTypeDef],  # (2)
    AutoRollbackConfiguration: NotRequired[AutoRollbackConfigTypeDef],  # (3)
  1. See BlueGreenUpdatePolicyTypeDef
  2. See RollingUpdatePolicyTypeDef
  3. See AutoRollbackConfigTypeDef

RecommendationJobInputConfigTypeDef#

# RecommendationJobInputConfigTypeDef definition

class RecommendationJobInputConfigTypeDef(TypedDict):
    ModelPackageVersionArn: NotRequired[str],
    ModelName: NotRequired[str],
    JobDurationInSeconds: NotRequired[int],
    TrafficPattern: NotRequired[TrafficPatternTypeDef],  # (1)
    ResourceLimit: NotRequired[RecommendationJobResourceLimitTypeDef],  # (2)
    EndpointConfigurations: NotRequired[Sequence[EndpointInputConfigurationTypeDef]],  # (3)
    VolumeKmsKeyId: NotRequired[str],
    ContainerConfig: NotRequired[RecommendationJobContainerConfigTypeDef],  # (4)
    Endpoints: NotRequired[Sequence[EndpointInfoTypeDef]],  # (5)
    VpcConfig: NotRequired[RecommendationJobVpcConfigTypeDef],  # (6)
  1. See TrafficPatternTypeDef
  2. See RecommendationJobResourceLimitTypeDef
  3. See EndpointInputConfigurationTypeDef
  4. See RecommendationJobContainerConfigTypeDef
  5. See EndpointInfoTypeDef
  6. See RecommendationJobVpcConfigTypeDef

ExplainerConfigTypeDef#

# ExplainerConfigTypeDef definition

class ExplainerConfigTypeDef(TypedDict):
    ClarifyExplainerConfig: NotRequired[ClarifyExplainerConfigTypeDef],  # (1)
  1. See ClarifyExplainerConfigTypeDef

CreateFeatureGroupRequestRequestTypeDef#

# CreateFeatureGroupRequestRequestTypeDef definition

class CreateFeatureGroupRequestRequestTypeDef(TypedDict):
    FeatureGroupName: str,
    RecordIdentifierFeatureName: str,
    EventTimeFeatureName: str,
    FeatureDefinitions: Sequence[FeatureDefinitionTypeDef],  # (1)
    OnlineStoreConfig: NotRequired[OnlineStoreConfigTypeDef],  # (2)
    OfflineStoreConfig: NotRequired[OfflineStoreConfigTypeDef],  # (3)
    ThroughputConfig: NotRequired[ThroughputConfigTypeDef],  # (4)
    RoleArn: NotRequired[str],
    Description: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (5)
  1. See FeatureDefinitionTypeDef
  2. See OnlineStoreConfigTypeDef
  3. See OfflineStoreConfigTypeDef
  4. See ThroughputConfigTypeDef
  5. See TagTypeDef

DescribeFeatureGroupResponseTypeDef#

# DescribeFeatureGroupResponseTypeDef definition

class DescribeFeatureGroupResponseTypeDef(TypedDict):
    FeatureGroupArn: str,
    FeatureGroupName: str,
    RecordIdentifierFeatureName: str,
    EventTimeFeatureName: str,
    FeatureDefinitions: List[FeatureDefinitionTypeDef],  # (1)
    CreationTime: datetime,
    LastModifiedTime: datetime,
    OnlineStoreConfig: OnlineStoreConfigTypeDef,  # (2)
    OfflineStoreConfig: OfflineStoreConfigTypeDef,  # (3)
    ThroughputConfig: ThroughputConfigDescriptionTypeDef,  # (4)
    RoleArn: str,
    FeatureGroupStatus: FeatureGroupStatusType,  # (5)
    OfflineStoreStatus: OfflineStoreStatusTypeDef,  # (6)
    LastUpdateStatus: LastUpdateStatusTypeDef,  # (7)
    FailureReason: str,
    Description: str,
    NextToken: str,
    OnlineStoreTotalSizeBytes: int,
    ResponseMetadata: ResponseMetadataTypeDef,  # (8)
  1. See FeatureDefinitionTypeDef
  2. See OnlineStoreConfigTypeDef
  3. See OfflineStoreConfigTypeDef
  4. See ThroughputConfigDescriptionTypeDef
  5. See FeatureGroupStatusType
  6. See OfflineStoreStatusTypeDef
  7. See LastUpdateStatusTypeDef
  8. See ResponseMetadataTypeDef

FeatureGroupTypeDef#

# FeatureGroupTypeDef definition

class FeatureGroupTypeDef(TypedDict):
    FeatureGroupArn: NotRequired[str],
    FeatureGroupName: NotRequired[str],
    RecordIdentifierFeatureName: NotRequired[str],
    EventTimeFeatureName: NotRequired[str],
    FeatureDefinitions: NotRequired[List[FeatureDefinitionTypeDef]],  # (1)
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    OnlineStoreConfig: NotRequired[OnlineStoreConfigTypeDef],  # (2)
    OfflineStoreConfig: NotRequired[OfflineStoreConfigTypeDef],  # (3)
    RoleArn: NotRequired[str],
    FeatureGroupStatus: NotRequired[FeatureGroupStatusType],  # (4)
    OfflineStoreStatus: NotRequired[OfflineStoreStatusTypeDef],  # (5)
    LastUpdateStatus: NotRequired[LastUpdateStatusTypeDef],  # (6)
    FailureReason: NotRequired[str],
    Description: NotRequired[str],
    Tags: NotRequired[List[TagTypeDef]],  # (7)
  1. See FeatureDefinitionTypeDef
  2. See OnlineStoreConfigTypeDef
  3. See OfflineStoreConfigTypeDef
  4. See FeatureGroupStatusType
  5. See OfflineStoreStatusTypeDef
  6. See LastUpdateStatusTypeDef
  7. See TagTypeDef

UpdateFeatureGroupRequestRequestTypeDef#

# UpdateFeatureGroupRequestRequestTypeDef definition

class UpdateFeatureGroupRequestRequestTypeDef(TypedDict):
    FeatureGroupName: str,
    FeatureAdditions: NotRequired[Sequence[FeatureDefinitionTypeDef]],  # (1)
    OnlineStoreConfig: NotRequired[OnlineStoreConfigUpdateTypeDef],  # (2)
    ThroughputConfig: NotRequired[ThroughputConfigUpdateTypeDef],  # (3)
  1. See FeatureDefinitionTypeDef
  2. See OnlineStoreConfigUpdateTypeDef
  3. See ThroughputConfigUpdateTypeDef

ListInferenceExperimentsResponseTypeDef#

# ListInferenceExperimentsResponseTypeDef definition

class ListInferenceExperimentsResponseTypeDef(TypedDict):
    InferenceExperiments: List[InferenceExperimentSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See InferenceExperimentSummaryTypeDef
  2. See ResponseMetadataTypeDef

HyperParameterTrainingJobDefinitionPaginatorTypeDef#

# HyperParameterTrainingJobDefinitionPaginatorTypeDef definition

class HyperParameterTrainingJobDefinitionPaginatorTypeDef(TypedDict):
    AlgorithmSpecification: HyperParameterAlgorithmSpecificationPaginatorTypeDef,  # (3)
    RoleArn: str,
    OutputDataConfig: OutputDataConfigTypeDef,  # (6)
    StoppingCondition: StoppingConditionTypeDef,  # (9)
    DefinitionName: NotRequired[str],
    TuningObjective: NotRequired[HyperParameterTuningJobObjectiveTypeDef],  # (1)
    HyperParameterRanges: NotRequired[ParameterRangesPaginatorTypeDef],  # (2)
    StaticHyperParameters: NotRequired[Dict[str, str]],
    InputDataConfig: NotRequired[List[ChannelPaginatorTypeDef]],  # (4)
    VpcConfig: NotRequired[VpcConfigPaginatorTypeDef],  # (5)
    ResourceConfig: NotRequired[ResourceConfigPaginatorTypeDef],  # (7)
    HyperParameterTuningResourceConfig: NotRequired[HyperParameterTuningResourceConfigPaginatorTypeDef],  # (8)
    EnableNetworkIsolation: NotRequired[bool],
    EnableInterContainerTrafficEncryption: NotRequired[bool],
    EnableManagedSpotTraining: NotRequired[bool],
    CheckpointConfig: NotRequired[CheckpointConfigTypeDef],  # (10)
    RetryStrategy: NotRequired[RetryStrategyTypeDef],  # (11)
    Environment: NotRequired[Dict[str, str]],
  1. See HyperParameterTuningJobObjectiveTypeDef
  2. See ParameterRangesPaginatorTypeDef
  3. See HyperParameterAlgorithmSpecificationPaginatorTypeDef
  4. See ChannelPaginatorTypeDef
  5. See VpcConfigPaginatorTypeDef
  6. See OutputDataConfigTypeDef
  7. See ResourceConfigPaginatorTypeDef
  8. See HyperParameterTuningResourceConfigPaginatorTypeDef
  9. See StoppingConditionTypeDef
  10. See CheckpointConfigTypeDef
  11. See RetryStrategyTypeDef

HyperParameterTrainingJobDefinitionTypeDef#

# HyperParameterTrainingJobDefinitionTypeDef definition

class HyperParameterTrainingJobDefinitionTypeDef(TypedDict):
    AlgorithmSpecification: HyperParameterAlgorithmSpecificationTypeDef,  # (3)
    RoleArn: str,
    OutputDataConfig: OutputDataConfigTypeDef,  # (6)
    StoppingCondition: StoppingConditionTypeDef,  # (9)
    DefinitionName: NotRequired[str],
    TuningObjective: NotRequired[HyperParameterTuningJobObjectiveTypeDef],  # (1)
    HyperParameterRanges: NotRequired[ParameterRangesTypeDef],  # (2)
    StaticHyperParameters: NotRequired[Mapping[str, str]],
    InputDataConfig: NotRequired[Sequence[ChannelTypeDef]],  # (4)
    VpcConfig: NotRequired[VpcConfigTypeDef],  # (5)
    ResourceConfig: NotRequired[ResourceConfigTypeDef],  # (7)
    HyperParameterTuningResourceConfig: NotRequired[HyperParameterTuningResourceConfigTypeDef],  # (8)
    EnableNetworkIsolation: NotRequired[bool],
    EnableInterContainerTrafficEncryption: NotRequired[bool],
    EnableManagedSpotTraining: NotRequired[bool],
    CheckpointConfig: NotRequired[CheckpointConfigTypeDef],  # (10)
    RetryStrategy: NotRequired[RetryStrategyTypeDef],  # (11)
    Environment: NotRequired[Mapping[str, str]],
  1. See HyperParameterTuningJobObjectiveTypeDef
  2. See ParameterRangesTypeDef
  3. See HyperParameterAlgorithmSpecificationTypeDef
  4. See ChannelTypeDef
  5. See VpcConfigTypeDef
  6. See OutputDataConfigTypeDef
  7. See ResourceConfigTypeDef
  8. See HyperParameterTuningResourceConfigTypeDef
  9. See StoppingConditionTypeDef
  10. See CheckpointConfigTypeDef
  11. See RetryStrategyTypeDef

TrainingJobDefinitionTypeDef#

# TrainingJobDefinitionTypeDef definition

class TrainingJobDefinitionTypeDef(TypedDict):
    TrainingInputMode: TrainingInputModeType,  # (1)
    InputDataConfig: Sequence[ChannelTypeDef],  # (2)
    OutputDataConfig: OutputDataConfigTypeDef,  # (3)
    ResourceConfig: ResourceConfigTypeDef,  # (4)
    StoppingCondition: StoppingConditionTypeDef,  # (5)
    HyperParameters: NotRequired[Mapping[str, str]],
  1. See TrainingInputModeType
  2. See ChannelTypeDef
  3. See OutputDataConfigTypeDef
  4. See ResourceConfigTypeDef
  5. See StoppingConditionTypeDef

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)
    DefaultSpaceSettings: NotRequired[DefaultSpaceSettingsTypeDef],  # (7)
  1. See AuthModeType
  2. See UserSettingsTypeDef
  3. See DomainSettingsTypeDef
  4. See TagTypeDef
  5. See AppNetworkAccessTypeType
  6. See AppSecurityGroupManagementType
  7. See DefaultSpaceSettingsTypeDef

CreateUserProfileRequestRequestTypeDef#

# CreateUserProfileRequestRequestTypeDef definition

class CreateUserProfileRequestRequestTypeDef(TypedDict):
    DomainId: str,
    UserProfileName: str,
    SingleSignOnUserIdentifier: NotRequired[str],
    SingleSignOnUserValue: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (1)
    UserSettings: NotRequired[UserSettingsTypeDef],  # (2)
  1. See TagTypeDef
  2. See UserSettingsTypeDef

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: UserSettingsTypeDef,  # (3)
    DomainSettings: DomainSettingsTypeDef,  # (4)
    AppNetworkAccessType: AppNetworkAccessTypeType,  # (5)
    HomeEfsFileSystemKmsKeyId: str,
    SubnetIds: List[str],
    Url: str,
    VpcId: str,
    KmsKeyId: str,
    AppSecurityGroupManagement: AppSecurityGroupManagementType,  # (6)
    DefaultSpaceSettings: DefaultSpaceSettingsTypeDef,  # (7)
    ResponseMetadata: ResponseMetadataTypeDef,  # (8)
  1. See DomainStatusType
  2. See AuthModeType
  3. See UserSettingsTypeDef
  4. See DomainSettingsTypeDef
  5. See AppNetworkAccessTypeType
  6. See AppSecurityGroupManagementType
  7. See DefaultSpaceSettingsTypeDef
  8. 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: UserSettingsTypeDef,  # (2)
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)
  1. See UserProfileStatusType
  2. See UserSettingsTypeDef
  3. See ResponseMetadataTypeDef

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)
  1. See UserSettingsTypeDef
  2. See DomainSettingsForUpdateTypeDef
  3. See AppSecurityGroupManagementType
  4. See DefaultSpaceSettingsTypeDef
  5. See AppNetworkAccessTypeType

UpdateUserProfileRequestRequestTypeDef#

# UpdateUserProfileRequestRequestTypeDef definition

class UpdateUserProfileRequestRequestTypeDef(TypedDict):
    DomainId: str,
    UserProfileName: str,
    UserSettings: NotRequired[UserSettingsTypeDef],  # (1)
  1. See UserSettingsTypeDef

DescribeInferenceComponentOutputTypeDef#

# DescribeInferenceComponentOutputTypeDef definition

class DescribeInferenceComponentOutputTypeDef(TypedDict):
    InferenceComponentName: str,
    InferenceComponentArn: str,
    EndpointName: str,
    EndpointArn: str,
    VariantName: str,
    FailureReason: str,
    Specification: InferenceComponentSpecificationSummaryTypeDef,  # (1)
    RuntimeConfig: InferenceComponentRuntimeConfigSummaryTypeDef,  # (2)
    CreationTime: datetime,
    LastModifiedTime: datetime,
    InferenceComponentStatus: InferenceComponentStatusType,  # (3)
    ResponseMetadata: ResponseMetadataTypeDef,  # (4)
  1. See InferenceComponentSpecificationSummaryTypeDef
  2. See InferenceComponentRuntimeConfigSummaryTypeDef
  3. See InferenceComponentStatusType
  4. See ResponseMetadataTypeDef

SpaceDetailsTypeDef#

# SpaceDetailsTypeDef definition

class SpaceDetailsTypeDef(TypedDict):
    DomainId: NotRequired[str],
    SpaceName: NotRequired[str],
    Status: NotRequired[SpaceStatusType],  # (1)
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    SpaceSettingsSummary: NotRequired[SpaceSettingsSummaryTypeDef],  # (2)
    SpaceSharingSettingsSummary: NotRequired[SpaceSharingSettingsSummaryTypeDef],  # (3)
    OwnershipSettingsSummary: NotRequired[OwnershipSettingsSummaryTypeDef],  # (4)
    SpaceDisplayName: NotRequired[str],
  1. See SpaceStatusType
  2. See SpaceSettingsSummaryTypeDef
  3. See SpaceSharingSettingsSummaryTypeDef
  4. See OwnershipSettingsSummaryTypeDef

CreateSpaceRequestRequestTypeDef#

# CreateSpaceRequestRequestTypeDef definition

class CreateSpaceRequestRequestTypeDef(TypedDict):
    DomainId: str,
    SpaceName: str,
    Tags: NotRequired[Sequence[TagTypeDef]],  # (1)
    SpaceSettings: NotRequired[SpaceSettingsTypeDef],  # (2)
    OwnershipSettings: NotRequired[OwnershipSettingsTypeDef],  # (3)
    SpaceSharingSettings: NotRequired[SpaceSharingSettingsTypeDef],  # (4)
    SpaceDisplayName: NotRequired[str],
  1. See TagTypeDef
  2. See SpaceSettingsTypeDef
  3. See OwnershipSettingsTypeDef
  4. See SpaceSharingSettingsTypeDef

DescribeSpaceResponseTypeDef#

# DescribeSpaceResponseTypeDef definition

class DescribeSpaceResponseTypeDef(TypedDict):
    DomainId: str,
    SpaceArn: str,
    SpaceName: str,
    HomeEfsFileSystemUid: str,
    Status: SpaceStatusType,  # (1)
    LastModifiedTime: datetime,
    CreationTime: datetime,
    FailureReason: str,
    SpaceSettings: SpaceSettingsTypeDef,  # (2)
    OwnershipSettings: OwnershipSettingsTypeDef,  # (3)
    SpaceSharingSettings: SpaceSharingSettingsTypeDef,  # (4)
    SpaceDisplayName: str,
    Url: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (5)
  1. See SpaceStatusType
  2. See SpaceSettingsTypeDef
  3. See OwnershipSettingsTypeDef
  4. See SpaceSharingSettingsTypeDef
  5. See ResponseMetadataTypeDef

UpdateSpaceRequestRequestTypeDef#

# UpdateSpaceRequestRequestTypeDef definition

class UpdateSpaceRequestRequestTypeDef(TypedDict):
    DomainId: str,
    SpaceName: str,
    SpaceSettings: NotRequired[SpaceSettingsTypeDef],  # (1)
    SpaceDisplayName: NotRequired[str],
  1. See SpaceSettingsTypeDef

InferenceRecommendationsJobStepTypeDef#

# InferenceRecommendationsJobStepTypeDef definition

class InferenceRecommendationsJobStepTypeDef(TypedDict):
    StepType: RecommendationStepTypeType,  # (1)
    JobName: str,
    Status: RecommendationJobStatusType,  # (2)
    InferenceBenchmark: NotRequired[RecommendationJobInferenceBenchmarkTypeDef],  # (3)
  1. See RecommendationStepTypeType
  2. See RecommendationJobStatusType
  3. See RecommendationJobInferenceBenchmarkTypeDef

SearchRequestSearchPaginateTypeDef#

# SearchRequestSearchPaginateTypeDef definition

class SearchRequestSearchPaginateTypeDef(TypedDict):
    Resource: ResourceTypeType,  # (1)
    SearchExpression: NotRequired[SearchExpressionTypeDef],  # (2)
    SortBy: NotRequired[str],
    SortOrder: NotRequired[SearchSortOrderType],  # (3)
    CrossAccountFilterOption: NotRequired[CrossAccountFilterOptionType],  # (4)
    VisibilityConditions: NotRequired[Sequence[VisibilityConditionsTypeDef]],  # (5)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (6)
  1. See ResourceTypeType
  2. See SearchExpressionTypeDef
  3. See SearchSortOrderType
  4. See CrossAccountFilterOptionType
  5. See VisibilityConditionsTypeDef
  6. See PaginatorConfigTypeDef

ListAssociationsResponseTypeDef#

# ListAssociationsResponseTypeDef definition

class ListAssociationsResponseTypeDef(TypedDict):
    AssociationSummaries: List[AssociationSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See AssociationSummaryTypeDef
  2. See ResponseMetadataTypeDef

TrialTypeDef#

# TrialTypeDef definition

class TrialTypeDef(TypedDict):
    TrialName: NotRequired[str],
    TrialArn: NotRequired[str],
    DisplayName: NotRequired[str],
    ExperimentName: NotRequired[str],
    Source: NotRequired[TrialSourceTypeDef],  # (1)
    CreationTime: NotRequired[datetime],
    CreatedBy: NotRequired[UserContextTypeDef],  # (2)
    LastModifiedTime: NotRequired[datetime],
    LastModifiedBy: NotRequired[UserContextTypeDef],  # (2)
    MetadataProperties: NotRequired[MetadataPropertiesTypeDef],  # (4)
    Tags: NotRequired[List[TagTypeDef]],  # (5)
    TrialComponentSummaries: NotRequired[List[TrialComponentSimpleSummaryTypeDef]],  # (6)
  1. See TrialSourceTypeDef
  2. See UserContextTypeDef
  3. See UserContextTypeDef
  4. See MetadataPropertiesTypeDef
  5. See TagTypeDef
  6. See TrialComponentSimpleSummaryTypeDef

ListTrialComponentsResponseTypeDef#

# ListTrialComponentsResponseTypeDef definition

class ListTrialComponentsResponseTypeDef(TypedDict):
    TrialComponentSummaries: List[TrialComponentSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See TrialComponentSummaryTypeDef
  2. See ResponseMetadataTypeDef

TrainingSpecificationTypeDef#

# TrainingSpecificationTypeDef definition

class TrainingSpecificationTypeDef(TypedDict):
    TrainingImage: str,
    SupportedTrainingInstanceTypes: Sequence[TrainingInstanceTypeType],  # (2)
    TrainingChannels: Sequence[ChannelSpecificationTypeDef],  # (4)
    TrainingImageDigest: NotRequired[str],
    SupportedHyperParameters: NotRequired[Sequence[HyperParameterSpecificationTypeDef]],  # (1)
    SupportsDistributedTraining: NotRequired[bool],
    MetricDefinitions: NotRequired[Sequence[MetricDefinitionTypeDef]],  # (3)
    SupportedTuningJobObjectiveMetrics: NotRequired[Sequence[HyperParameterTuningJobObjectiveTypeDef]],  # (5)
    AdditionalS3DataSource: NotRequired[AdditionalS3DataSourceTypeDef],  # (6)
  1. See HyperParameterSpecificationTypeDef
  2. See TrainingInstanceTypeType
  3. See MetricDefinitionTypeDef
  4. See ChannelSpecificationTypeDef
  5. See HyperParameterTuningJobObjectiveTypeDef
  6. See AdditionalS3DataSourceTypeDef

ListAppImageConfigsResponsePaginatorTypeDef#

# ListAppImageConfigsResponsePaginatorTypeDef definition

class ListAppImageConfigsResponsePaginatorTypeDef(TypedDict):
    NextToken: str,
    AppImageConfigs: List[AppImageConfigDetailsPaginatorTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See AppImageConfigDetailsPaginatorTypeDef
  2. See ResponseMetadataTypeDef

ListAppImageConfigsResponseTypeDef#

# ListAppImageConfigsResponseTypeDef definition

class ListAppImageConfigsResponseTypeDef(TypedDict):
    NextToken: str,
    AppImageConfigs: List[AppImageConfigDetailsTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See AppImageConfigDetailsTypeDef
  2. See ResponseMetadataTypeDef

LabelingJobSummaryPaginatorTypeDef#

# LabelingJobSummaryPaginatorTypeDef definition

class LabelingJobSummaryPaginatorTypeDef(TypedDict):
    LabelingJobName: str,
    LabelingJobArn: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    LabelingJobStatus: LabelingJobStatusType,  # (1)
    LabelCounters: LabelCountersTypeDef,  # (2)
    WorkteamArn: str,
    PreHumanTaskLambdaArn: str,
    AnnotationConsolidationLambdaArn: NotRequired[str],
    FailureReason: NotRequired[str],
    LabelingJobOutput: NotRequired[LabelingJobOutputTypeDef],  # (3)
    InputConfig: NotRequired[LabelingJobInputConfigPaginatorTypeDef],  # (4)
  1. See LabelingJobStatusType
  2. See LabelCountersTypeDef
  3. See LabelingJobOutputTypeDef
  4. See LabelingJobInputConfigPaginatorTypeDef

LabelingJobSummaryTypeDef#

# LabelingJobSummaryTypeDef definition

class LabelingJobSummaryTypeDef(TypedDict):
    LabelingJobName: str,
    LabelingJobArn: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    LabelingJobStatus: LabelingJobStatusType,  # (1)
    LabelCounters: LabelCountersTypeDef,  # (2)
    WorkteamArn: str,
    PreHumanTaskLambdaArn: str,
    AnnotationConsolidationLambdaArn: NotRequired[str],
    FailureReason: NotRequired[str],
    LabelingJobOutput: NotRequired[LabelingJobOutputTypeDef],  # (3)
    InputConfig: NotRequired[LabelingJobInputConfigTypeDef],  # (4)
  1. See LabelingJobStatusType
  2. See LabelCountersTypeDef
  3. See LabelingJobOutputTypeDef
  4. See LabelingJobInputConfigTypeDef

ListWorkteamsResponsePaginatorTypeDef#

# ListWorkteamsResponsePaginatorTypeDef definition

class ListWorkteamsResponsePaginatorTypeDef(TypedDict):
    Workteams: List[WorkteamPaginatorTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See WorkteamPaginatorTypeDef
  2. See ResponseMetadataTypeDef

DescribeWorkteamResponseTypeDef#

# DescribeWorkteamResponseTypeDef definition

class DescribeWorkteamResponseTypeDef(TypedDict):
    Workteam: WorkteamTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See WorkteamTypeDef
  2. See ResponseMetadataTypeDef

ListWorkteamsResponseTypeDef#

# ListWorkteamsResponseTypeDef definition

class ListWorkteamsResponseTypeDef(TypedDict):
    Workteams: List[WorkteamTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See WorkteamTypeDef
  2. See ResponseMetadataTypeDef

UpdateWorkteamResponseTypeDef#

# UpdateWorkteamResponseTypeDef definition

class UpdateWorkteamResponseTypeDef(TypedDict):
    Workteam: WorkteamTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See WorkteamTypeDef
  2. See ResponseMetadataTypeDef

ScalingPolicyTypeDef#

# ScalingPolicyTypeDef definition

class ScalingPolicyTypeDef(TypedDict):
    TargetTracking: NotRequired[TargetTrackingScalingPolicyConfigurationTypeDef],  # (1)
  1. See TargetTrackingScalingPolicyConfigurationTypeDef

ContainerDefinitionPaginatorTypeDef#

# ContainerDefinitionPaginatorTypeDef definition

class ContainerDefinitionPaginatorTypeDef(TypedDict):
    ContainerHostname: NotRequired[str],
    Image: NotRequired[str],
    ImageConfig: NotRequired[ImageConfigTypeDef],  # (1)
    Mode: NotRequired[ContainerModeType],  # (2)
    ModelDataUrl: NotRequired[str],
    ModelDataSource: NotRequired[ModelDataSourceTypeDef],  # (3)
    Environment: NotRequired[Dict[str, str]],
    ModelPackageName: NotRequired[str],
    InferenceSpecificationName: NotRequired[str],
    MultiModelConfig: NotRequired[MultiModelConfigTypeDef],  # (4)
  1. See ImageConfigTypeDef
  2. See ContainerModeType
  3. See ModelDataSourceTypeDef
  4. 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)
    Environment: NotRequired[Mapping[str, str]],
    ModelPackageName: NotRequired[str],
    InferenceSpecificationName: NotRequired[str],
    MultiModelConfig: NotRequired[MultiModelConfigTypeDef],  # (4)
  1. See ImageConfigTypeDef
  2. See ContainerModeType
  3. See ModelDataSourceTypeDef
  4. See MultiModelConfigTypeDef

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[Dict[str, str]],
    ModelInput: NotRequired[ModelInputTypeDef],  # (2)
    Framework: NotRequired[str],
    FrameworkVersion: NotRequired[str],
    NearestModelName: NotRequired[str],
    AdditionalS3DataSource: NotRequired[AdditionalS3DataSourceTypeDef],  # (3)
  1. See ModelDataSourceTypeDef
  2. See ModelInputTypeDef
  3. See AdditionalS3DataSourceTypeDef

SourceAlgorithmTypeDef#

# SourceAlgorithmTypeDef definition

class SourceAlgorithmTypeDef(TypedDict):
    AlgorithmName: str,
    ModelDataUrl: NotRequired[str],
    ModelDataSource: NotRequired[ModelDataSourceTypeDef],  # (1)
  1. See ModelDataSourceTypeDef

ListMonitoringAlertsResponseTypeDef#

# ListMonitoringAlertsResponseTypeDef definition

class ListMonitoringAlertsResponseTypeDef(TypedDict):
    MonitoringAlertSummaries: List[MonitoringAlertSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See MonitoringAlertSummaryTypeDef
  2. See ResponseMetadataTypeDef

DescribeInferenceExperimentResponseTypeDef#

# DescribeInferenceExperimentResponseTypeDef definition

class DescribeInferenceExperimentResponseTypeDef(TypedDict):
    Arn: str,
    Name: str,
    Type: InferenceExperimentTypeType,  # (1)
    Schedule: InferenceExperimentScheduleTypeDef,  # (2)
    Status: InferenceExperimentStatusType,  # (3)
    StatusReason: str,
    Description: str,
    CreationTime: datetime,
    CompletionTime: datetime,
    LastModifiedTime: datetime,
    RoleArn: str,
    EndpointMetadata: EndpointMetadataTypeDef,  # (4)
    ModelVariants: List[ModelVariantConfigSummaryTypeDef],  # (5)
    DataStorageConfig: InferenceExperimentDataStorageConfigTypeDef,  # (6)
    ShadowModeConfig: ShadowModeConfigTypeDef,  # (7)
    KmsKey: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (8)
  1. See InferenceExperimentTypeType
  2. See InferenceExperimentScheduleTypeDef
  3. See InferenceExperimentStatusType
  4. See EndpointMetadataTypeDef
  5. See ModelVariantConfigSummaryTypeDef
  6. See InferenceExperimentDataStorageConfigTypeDef
  7. See ShadowModeConfigTypeDef
  8. See ResponseMetadataTypeDef

CreateInferenceExperimentRequestRequestTypeDef#

# CreateInferenceExperimentRequestRequestTypeDef definition

class CreateInferenceExperimentRequestRequestTypeDef(TypedDict):
    Name: str,
    Type: InferenceExperimentTypeType,  # (1)
    RoleArn: str,
    EndpointName: str,
    ModelVariants: Sequence[ModelVariantConfigTypeDef],  # (2)
    ShadowModeConfig: ShadowModeConfigTypeDef,  # (3)
    Schedule: NotRequired[InferenceExperimentScheduleTypeDef],  # (4)
    Description: NotRequired[str],
    DataStorageConfig: NotRequired[InferenceExperimentDataStorageConfigTypeDef],  # (5)
    KmsKey: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (6)
  1. See InferenceExperimentTypeType
  2. See ModelVariantConfigTypeDef
  3. See ShadowModeConfigTypeDef
  4. See InferenceExperimentScheduleTypeDef
  5. See InferenceExperimentDataStorageConfigTypeDef
  6. See TagTypeDef

StopInferenceExperimentRequestRequestTypeDef#

# StopInferenceExperimentRequestRequestTypeDef definition

class StopInferenceExperimentRequestRequestTypeDef(TypedDict):
    Name: str,
    ModelVariantActions: Mapping[str, ModelVariantActionType],  # (1)
    DesiredModelVariants: NotRequired[Sequence[ModelVariantConfigTypeDef]],  # (2)
    DesiredState: NotRequired[InferenceExperimentStopDesiredStateType],  # (3)
    Reason: NotRequired[str],
  1. See ModelVariantActionType
  2. See ModelVariantConfigTypeDef
  3. See InferenceExperimentStopDesiredStateType

UpdateInferenceExperimentRequestRequestTypeDef#

# UpdateInferenceExperimentRequestRequestTypeDef definition

class UpdateInferenceExperimentRequestRequestTypeDef(TypedDict):
    Name: str,
    Schedule: NotRequired[InferenceExperimentScheduleTypeDef],  # (1)
    Description: NotRequired[str],
    ModelVariants: NotRequired[Sequence[ModelVariantConfigTypeDef]],  # (2)
    DataStorageConfig: NotRequired[InferenceExperimentDataStorageConfigTypeDef],  # (3)
    ShadowModeConfig: NotRequired[ShadowModeConfigTypeDef],  # (4)
  1. See InferenceExperimentScheduleTypeDef
  2. See ModelVariantConfigTypeDef
  3. See InferenceExperimentDataStorageConfigTypeDef
  4. See ShadowModeConfigTypeDef

MonitoringInputPaginatorTypeDef#

# MonitoringInputPaginatorTypeDef definition

class MonitoringInputPaginatorTypeDef(TypedDict):
    EndpointInput: NotRequired[EndpointInputTypeDef],  # (1)
    BatchTransformInput: NotRequired[BatchTransformInputPaginatorTypeDef],  # (2)
  1. See EndpointInputTypeDef
  2. See BatchTransformInputPaginatorTypeDef

DataQualityJobInputTypeDef#

# DataQualityJobInputTypeDef definition

class DataQualityJobInputTypeDef(TypedDict):
    EndpointInput: NotRequired[EndpointInputTypeDef],  # (1)
    BatchTransformInput: NotRequired[BatchTransformInputTypeDef],  # (2)
  1. See EndpointInputTypeDef
  2. See BatchTransformInputTypeDef

ModelBiasJobInputTypeDef#

# ModelBiasJobInputTypeDef definition

class ModelBiasJobInputTypeDef(TypedDict):
    GroundTruthS3Input: MonitoringGroundTruthS3InputTypeDef,  # (3)
    EndpointInput: NotRequired[EndpointInputTypeDef],  # (1)
    BatchTransformInput: NotRequired[BatchTransformInputTypeDef],  # (2)
  1. See EndpointInputTypeDef
  2. See BatchTransformInputTypeDef
  3. See MonitoringGroundTruthS3InputTypeDef

ModelExplainabilityJobInputTypeDef#

# ModelExplainabilityJobInputTypeDef definition

class ModelExplainabilityJobInputTypeDef(TypedDict):
    EndpointInput: NotRequired[EndpointInputTypeDef],  # (1)
    BatchTransformInput: NotRequired[BatchTransformInputTypeDef],  # (2)
  1. See EndpointInputTypeDef
  2. See BatchTransformInputTypeDef

ModelQualityJobInputTypeDef#

# ModelQualityJobInputTypeDef definition

class ModelQualityJobInputTypeDef(TypedDict):
    GroundTruthS3Input: MonitoringGroundTruthS3InputTypeDef,  # (3)
    EndpointInput: NotRequired[EndpointInputTypeDef],  # (1)
    BatchTransformInput: NotRequired[BatchTransformInputTypeDef],  # (2)
  1. See EndpointInputTypeDef
  2. See BatchTransformInputTypeDef
  3. See MonitoringGroundTruthS3InputTypeDef

MonitoringInputTypeDef#

# MonitoringInputTypeDef definition

class MonitoringInputTypeDef(TypedDict):
    EndpointInput: NotRequired[EndpointInputTypeDef],  # (1)
    BatchTransformInput: NotRequired[BatchTransformInputTypeDef],  # (2)
  1. See EndpointInputTypeDef
  2. See BatchTransformInputTypeDef

ProcessingJobPaginatorTypeDef#

# ProcessingJobPaginatorTypeDef definition

class ProcessingJobPaginatorTypeDef(TypedDict):
    ProcessingInputs: NotRequired[List[ProcessingInputTypeDef]],  # (1)
    ProcessingOutputConfig: NotRequired[ProcessingOutputConfigPaginatorTypeDef],  # (2)
    ProcessingJobName: NotRequired[str],
    ProcessingResources: NotRequired[ProcessingResourcesTypeDef],  # (3)
    StoppingCondition: NotRequired[ProcessingStoppingConditionTypeDef],  # (4)
    AppSpecification: NotRequired[AppSpecificationPaginatorTypeDef],  # (5)
    Environment: NotRequired[Dict[str, str]],
    NetworkConfig: NotRequired[NetworkConfigPaginatorTypeDef],  # (6)
    RoleArn: NotRequired[str],
    ExperimentConfig: NotRequired[ExperimentConfigTypeDef],  # (7)
    ProcessingJobArn: NotRequired[str],
    ProcessingJobStatus: NotRequired[ProcessingJobStatusType],  # (8)
    ExitMessage: NotRequired[str],
    FailureReason: NotRequired[str],
    ProcessingEndTime: NotRequired[datetime],
    ProcessingStartTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    CreationTime: NotRequired[datetime],
    MonitoringScheduleArn: NotRequired[str],
    AutoMLJobArn: NotRequired[str],
    TrainingJobArn: NotRequired[str],
    Tags: NotRequired[List[TagTypeDef]],  # (9)
  1. See ProcessingInputTypeDef
  2. See ProcessingOutputConfigPaginatorTypeDef
  3. See ProcessingResourcesTypeDef
  4. See ProcessingStoppingConditionTypeDef
  5. See AppSpecificationPaginatorTypeDef
  6. See NetworkConfigPaginatorTypeDef
  7. See ExperimentConfigTypeDef
  8. See ProcessingJobStatusType
  9. See TagTypeDef

CreateProcessingJobRequestRequestTypeDef#

# CreateProcessingJobRequestRequestTypeDef definition

class CreateProcessingJobRequestRequestTypeDef(TypedDict):
    ProcessingJobName: str,
    ProcessingResources: ProcessingResourcesTypeDef,  # (1)
    AppSpecification: AppSpecificationTypeDef,  # (2)
    RoleArn: str,
    ProcessingInputs: NotRequired[Sequence[ProcessingInputTypeDef]],  # (3)
    ProcessingOutputConfig: NotRequired[ProcessingOutputConfigTypeDef],  # (4)
    StoppingCondition: NotRequired[ProcessingStoppingConditionTypeDef],  # (5)
    Environment: NotRequired[Mapping[str, str]],
    NetworkConfig: NotRequired[NetworkConfigTypeDef],  # (6)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (7)
    ExperimentConfig: NotRequired[ExperimentConfigTypeDef],  # (8)
  1. See ProcessingResourcesTypeDef
  2. See AppSpecificationTypeDef
  3. See ProcessingInputTypeDef
  4. See ProcessingOutputConfigTypeDef
  5. See ProcessingStoppingConditionTypeDef
  6. See NetworkConfigTypeDef
  7. See TagTypeDef
  8. See ExperimentConfigTypeDef

DescribeProcessingJobResponseTypeDef#

# DescribeProcessingJobResponseTypeDef definition

class DescribeProcessingJobResponseTypeDef(TypedDict):
    ProcessingInputs: List[ProcessingInputTypeDef],  # (1)
    ProcessingOutputConfig: ProcessingOutputConfigTypeDef,  # (2)
    ProcessingJobName: str,
    ProcessingResources: ProcessingResourcesTypeDef,  # (3)
    StoppingCondition: ProcessingStoppingConditionTypeDef,  # (4)
    AppSpecification: AppSpecificationTypeDef,  # (5)
    Environment: Dict[str, str],
    NetworkConfig: NetworkConfigTypeDef,  # (6)
    RoleArn: str,
    ExperimentConfig: ExperimentConfigTypeDef,  # (7)
    ProcessingJobArn: str,
    ProcessingJobStatus: ProcessingJobStatusType,  # (8)
    ExitMessage: str,
    FailureReason: str,
    ProcessingEndTime: datetime,
    ProcessingStartTime: datetime,
    LastModifiedTime: datetime,
    CreationTime: datetime,
    MonitoringScheduleArn: str,
    AutoMLJobArn: str,
    TrainingJobArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (9)
  1. See ProcessingInputTypeDef
  2. See ProcessingOutputConfigTypeDef
  3. See ProcessingResourcesTypeDef
  4. See ProcessingStoppingConditionTypeDef
  5. See AppSpecificationTypeDef
  6. See NetworkConfigTypeDef
  7. See ExperimentConfigTypeDef
  8. See ProcessingJobStatusType
  9. See ResponseMetadataTypeDef

ProcessingJobTypeDef#

# ProcessingJobTypeDef definition

class ProcessingJobTypeDef(TypedDict):
    ProcessingInputs: NotRequired[List[ProcessingInputTypeDef]],  # (1)
    ProcessingOutputConfig: NotRequired[ProcessingOutputConfigTypeDef],  # (2)
    ProcessingJobName: NotRequired[str],
    ProcessingResources: NotRequired[ProcessingResourcesTypeDef],  # (3)
    StoppingCondition: NotRequired[ProcessingStoppingConditionTypeDef],  # (4)
    AppSpecification: NotRequired[AppSpecificationTypeDef],  # (5)
    Environment: NotRequired[Dict[str, str]],
    NetworkConfig: NotRequired[NetworkConfigTypeDef],  # (6)
    RoleArn: NotRequired[str],
    ExperimentConfig: NotRequired[ExperimentConfigTypeDef],  # (7)
    ProcessingJobArn: NotRequired[str],
    ProcessingJobStatus: NotRequired[ProcessingJobStatusType],  # (8)
    ExitMessage: NotRequired[str],
    FailureReason: NotRequired[str],
    ProcessingEndTime: NotRequired[datetime],
    ProcessingStartTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    CreationTime: NotRequired[datetime],
    MonitoringScheduleArn: NotRequired[str],
    AutoMLJobArn: NotRequired[str],
    TrainingJobArn: NotRequired[str],
    Tags: NotRequired[List[TagTypeDef]],  # (9)
  1. See ProcessingInputTypeDef
  2. See ProcessingOutputConfigTypeDef
  3. See ProcessingResourcesTypeDef
  4. See ProcessingStoppingConditionTypeDef
  5. See AppSpecificationTypeDef
  6. See NetworkConfigTypeDef
  7. See ExperimentConfigTypeDef
  8. See ProcessingJobStatusType
  9. See TagTypeDef

CreateFlowDefinitionRequestRequestTypeDef#

# CreateFlowDefinitionRequestRequestTypeDef definition

class CreateFlowDefinitionRequestRequestTypeDef(TypedDict):
    FlowDefinitionName: str,
    OutputConfig: FlowDefinitionOutputConfigTypeDef,  # (1)
    RoleArn: str,
    HumanLoopRequestSource: NotRequired[HumanLoopRequestSourceTypeDef],  # (2)
    HumanLoopActivationConfig: NotRequired[HumanLoopActivationConfigTypeDef],  # (3)
    HumanLoopConfig: NotRequired[HumanLoopConfigTypeDef],  # (4)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (5)
  1. See FlowDefinitionOutputConfigTypeDef
  2. See HumanLoopRequestSourceTypeDef
  3. See HumanLoopActivationConfigTypeDef
  4. See HumanLoopConfigTypeDef
  5. See TagTypeDef

DescribeFlowDefinitionResponseTypeDef#

# DescribeFlowDefinitionResponseTypeDef definition

class DescribeFlowDefinitionResponseTypeDef(TypedDict):
    FlowDefinitionArn: str,
    FlowDefinitionName: str,
    FlowDefinitionStatus: FlowDefinitionStatusType,  # (1)
    CreationTime: datetime,
    HumanLoopRequestSource: HumanLoopRequestSourceTypeDef,  # (2)
    HumanLoopActivationConfig: HumanLoopActivationConfigTypeDef,  # (3)
    HumanLoopConfig: HumanLoopConfigTypeDef,  # (4)
    OutputConfig: FlowDefinitionOutputConfigTypeDef,  # (5)
    RoleArn: str,
    FailureReason: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (6)
  1. See FlowDefinitionStatusType
  2. See HumanLoopRequestSourceTypeDef
  3. See HumanLoopActivationConfigTypeDef
  4. See HumanLoopConfigTypeDef
  5. See FlowDefinitionOutputConfigTypeDef
  6. See ResponseMetadataTypeDef

CreateLabelingJobRequestRequestTypeDef#

# CreateLabelingJobRequestRequestTypeDef definition

class CreateLabelingJobRequestRequestTypeDef(TypedDict):
    LabelingJobName: str,
    LabelAttributeName: str,
    InputConfig: LabelingJobInputConfigTypeDef,  # (1)
    OutputConfig: LabelingJobOutputConfigTypeDef,  # (2)
    RoleArn: str,
    HumanTaskConfig: HumanTaskConfigTypeDef,  # (3)
    LabelCategoryConfigS3Uri: NotRequired[str],
    StoppingConditions: NotRequired[LabelingJobStoppingConditionsTypeDef],  # (4)
    LabelingJobAlgorithmsConfig: NotRequired[LabelingJobAlgorithmsConfigTypeDef],  # (5)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (6)
  1. See LabelingJobInputConfigTypeDef
  2. See LabelingJobOutputConfigTypeDef
  3. See HumanTaskConfigTypeDef
  4. See LabelingJobStoppingConditionsTypeDef
  5. See LabelingJobAlgorithmsConfigTypeDef
  6. See TagTypeDef

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: LabelingJobInputConfigTypeDef,  # (3)
    OutputConfig: LabelingJobOutputConfigTypeDef,  # (4)
    RoleArn: str,
    LabelCategoryConfigS3Uri: str,
    StoppingConditions: LabelingJobStoppingConditionsTypeDef,  # (5)
    LabelingJobAlgorithmsConfig: LabelingJobAlgorithmsConfigTypeDef,  # (6)
    HumanTaskConfig: HumanTaskConfigTypeDef,  # (7)
    Tags: List[TagTypeDef],  # (8)
    LabelingJobOutput: LabelingJobOutputTypeDef,  # (9)
    ResponseMetadata: ResponseMetadataTypeDef,  # (10)
  1. See LabelingJobStatusType
  2. See LabelCountersTypeDef
  3. See LabelingJobInputConfigTypeDef
  4. See LabelingJobOutputConfigTypeDef
  5. See LabelingJobStoppingConditionsTypeDef
  6. See LabelingJobAlgorithmsConfigTypeDef
  7. See HumanTaskConfigTypeDef
  8. See TagTypeDef
  9. See LabelingJobOutputTypeDef
  10. See ResponseMetadataTypeDef

TrainingJobPaginatorTypeDef#

# TrainingJobPaginatorTypeDef definition

class TrainingJobPaginatorTypeDef(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[AlgorithmSpecificationPaginatorTypeDef],  # (4)
    RoleArn: NotRequired[str],
    InputDataConfig: NotRequired[List[ChannelPaginatorTypeDef]],  # (5)
    OutputDataConfig: NotRequired[OutputDataConfigTypeDef],  # (6)
    ResourceConfig: NotRequired[ResourceConfigPaginatorTypeDef],  # (7)
    VpcConfig: NotRequired[VpcConfigPaginatorTypeDef],  # (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[DebugHookConfigPaginatorTypeDef],  # (13)
    ExperimentConfig: NotRequired[ExperimentConfigTypeDef],  # (14)
    DebugRuleConfigurations: NotRequired[List[DebugRuleConfigurationPaginatorTypeDef]],  # (15)
    TensorBoardOutputConfig: NotRequired[TensorBoardOutputConfigTypeDef],  # (16)
    DebugRuleEvaluationStatuses: NotRequired[List[DebugRuleEvaluationStatusTypeDef]],  # (17)
    ProfilerConfig: NotRequired[ProfilerConfigPaginatorTypeDef],  # (18)
    Environment: NotRequired[Dict[str, str]],
    RetryStrategy: NotRequired[RetryStrategyTypeDef],  # (19)
    Tags: NotRequired[List[TagTypeDef]],  # (20)
  1. See ModelArtifactsTypeDef
  2. See TrainingJobStatusType
  3. See SecondaryStatusType
  4. See AlgorithmSpecificationPaginatorTypeDef
  5. See ChannelPaginatorTypeDef
  6. See OutputDataConfigTypeDef
  7. See ResourceConfigPaginatorTypeDef
  8. See VpcConfigPaginatorTypeDef
  9. See StoppingConditionTypeDef
  10. See SecondaryStatusTransitionTypeDef
  11. See MetricDataTypeDef
  12. See CheckpointConfigTypeDef
  13. See DebugHookConfigPaginatorTypeDef
  14. See ExperimentConfigTypeDef
  15. See DebugRuleConfigurationPaginatorTypeDef
  16. See TensorBoardOutputConfigTypeDef
  17. See DebugRuleEvaluationStatusTypeDef
  18. See ProfilerConfigPaginatorTypeDef
  19. See RetryStrategyTypeDef
  20. 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[ChannelTypeDef]],  # (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[DebugRuleConfigurationTypeDef]],  # (10)
    TensorBoardOutputConfig: NotRequired[TensorBoardOutputConfigTypeDef],  # (11)
    ExperimentConfig: NotRequired[ExperimentConfigTypeDef],  # (12)
    ProfilerConfig: NotRequired[ProfilerConfigTypeDef],  # (13)
    ProfilerRuleConfigurations: NotRequired[Sequence[ProfilerRuleConfigurationTypeDef]],  # (14)
    Environment: NotRequired[Mapping[str, str]],
    RetryStrategy: NotRequired[RetryStrategyTypeDef],  # (15)
    RemoteDebugConfig: NotRequired[RemoteDebugConfigTypeDef],  # (16)
    InfraCheckConfig: NotRequired[InfraCheckConfigTypeDef],  # (17)
  1. See AlgorithmSpecificationTypeDef
  2. See OutputDataConfigTypeDef
  3. See ResourceConfigTypeDef
  4. See StoppingConditionTypeDef
  5. See ChannelTypeDef
  6. See VpcConfigTypeDef
  7. See TagTypeDef
  8. See CheckpointConfigTypeDef
  9. See DebugHookConfigTypeDef
  10. See DebugRuleConfigurationTypeDef
  11. See TensorBoardOutputConfigTypeDef
  12. See ExperimentConfigTypeDef
  13. See ProfilerConfigTypeDef
  14. See ProfilerRuleConfigurationTypeDef
  15. See RetryStrategyTypeDef
  16. See RemoteDebugConfigTypeDef
  17. See InfraCheckConfigTypeDef

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: AlgorithmSpecificationTypeDef,  # (4)
    RoleArn: str,
    InputDataConfig: List[ChannelTypeDef],  # (5)
    OutputDataConfig: OutputDataConfigTypeDef,  # (6)
    ResourceConfig: ResourceConfigTypeDef,  # (7)
    WarmPoolStatus: WarmPoolStatusTypeDef,  # (8)
    VpcConfig: VpcConfigTypeDef,  # (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: DebugHookConfigTypeDef,  # (14)
    ExperimentConfig: ExperimentConfigTypeDef,  # (15)
    DebugRuleConfigurations: List[DebugRuleConfigurationTypeDef],  # (16)
    TensorBoardOutputConfig: TensorBoardOutputConfigTypeDef,  # (17)
    DebugRuleEvaluationStatuses: List[DebugRuleEvaluationStatusTypeDef],  # (18)
    ProfilerConfig: ProfilerConfigTypeDef,  # (19)
    ProfilerRuleConfigurations: List[ProfilerRuleConfigurationTypeDef],  # (20)
    ProfilerRuleEvaluationStatuses: List[ProfilerRuleEvaluationStatusTypeDef],  # (21)
    ProfilingStatus: ProfilingStatusType,  # (22)
    Environment: Dict[str, str],
    RetryStrategy: RetryStrategyTypeDef,  # (23)
    RemoteDebugConfig: RemoteDebugConfigTypeDef,  # (24)
    InfraCheckConfig: InfraCheckConfigTypeDef,  # (25)
    ResponseMetadata: ResponseMetadataTypeDef,  # (26)
  1. See ModelArtifactsTypeDef
  2. See TrainingJobStatusType
  3. See SecondaryStatusType
  4. See AlgorithmSpecificationTypeDef
  5. See ChannelTypeDef
  6. See OutputDataConfigTypeDef
  7. See ResourceConfigTypeDef
  8. See WarmPoolStatusTypeDef
  9. See VpcConfigTypeDef
  10. See StoppingConditionTypeDef
  11. See SecondaryStatusTransitionTypeDef
  12. See MetricDataTypeDef
  13. See CheckpointConfigTypeDef
  14. See DebugHookConfigTypeDef
  15. See ExperimentConfigTypeDef
  16. See DebugRuleConfigurationTypeDef
  17. See TensorBoardOutputConfigTypeDef
  18. See DebugRuleEvaluationStatusTypeDef
  19. See ProfilerConfigTypeDef
  20. See ProfilerRuleConfigurationTypeDef
  21. See ProfilerRuleEvaluationStatusTypeDef
  22. See ProfilingStatusType
  23. See RetryStrategyTypeDef
  24. See RemoteDebugConfigTypeDef
  25. See InfraCheckConfigTypeDef
  26. See ResponseMetadataTypeDef

TrainingJobTypeDef#

# TrainingJobTypeDef definition

class TrainingJobTypeDef(TypedDict):
    TrainingJobName: NotRequired[str],
    TrainingJobArn: NotRequired[str],
    TuningJobArn: NotRequired[str],
    LabelingJobArn: NotRequired[str],
    AutoMLJobArn: NotRequired[str],
    ModelArtifacts: NotRequired[ModelArtifactsTypeDef],  # (1)
    TrainingJobStatus: NotRequired[TrainingJobStatusType],  # (2)
    SecondaryStatus: NotRequired[SecondaryStatusType],  # (3)
    FailureReason: NotRequired[str],
    HyperParameters: NotRequired[Dict[str, str]],
    AlgorithmSpecification: NotRequired[AlgorithmSpecificationTypeDef],  # (4)
    RoleArn: NotRequired[str],
    InputDataConfig: NotRequired[List[ChannelTypeDef]],  # (5)
    OutputDataConfig: NotRequired[OutputDataConfigTypeDef],  # (6)
    ResourceConfig: NotRequired[ResourceConfigTypeDef],  # (7)
    VpcConfig: NotRequired[VpcConfigTypeDef],  # (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[DebugHookConfigTypeDef],  # (13)
    ExperimentConfig: NotRequired[ExperimentConfigTypeDef],  # (14)
    DebugRuleConfigurations: NotRequired[List[DebugRuleConfigurationTypeDef]],  # (15)
    TensorBoardOutputConfig: NotRequired[TensorBoardOutputConfigTypeDef],  # (16)
    DebugRuleEvaluationStatuses: NotRequired[List[DebugRuleEvaluationStatusTypeDef]],  # (17)
    ProfilerConfig: NotRequired[ProfilerConfigTypeDef],  # (18)
    Environment: NotRequired[Dict[str, str]],
    RetryStrategy: NotRequired[RetryStrategyTypeDef],  # (19)
    Tags: NotRequired[List[TagTypeDef]],  # (20)
  1. See ModelArtifactsTypeDef
  2. See TrainingJobStatusType
  3. See SecondaryStatusType
  4. See AlgorithmSpecificationTypeDef
  5. See ChannelTypeDef
  6. See OutputDataConfigTypeDef
  7. See ResourceConfigTypeDef
  8. See VpcConfigTypeDef
  9. See StoppingConditionTypeDef
  10. See SecondaryStatusTransitionTypeDef
  11. See MetricDataTypeDef
  12. See CheckpointConfigTypeDef
  13. See DebugHookConfigTypeDef
  14. See ExperimentConfigTypeDef
  15. See DebugRuleConfigurationTypeDef
  16. See TensorBoardOutputConfigTypeDef
  17. See DebugRuleEvaluationStatusTypeDef
  18. See ProfilerConfigTypeDef
  19. See RetryStrategyTypeDef
  20. See TagTypeDef

CreateTransformJobRequestRequestTypeDef#

# CreateTransformJobRequestRequestTypeDef definition

class CreateTransformJobRequestRequestTypeDef(TypedDict):
    TransformJobName: str,
    ModelName: str,
    TransformInput: TransformInputTypeDef,  # (1)
    TransformOutput: TransformOutputTypeDef,  # (2)
    TransformResources: TransformResourcesTypeDef,  # (3)
    MaxConcurrentTransforms: NotRequired[int],
    ModelClientConfig: NotRequired[ModelClientConfigTypeDef],  # (4)
    MaxPayloadInMB: NotRequired[int],
    BatchStrategy: NotRequired[BatchStrategyType],  # (5)
    Environment: NotRequired[Mapping[str, str]],
    DataCaptureConfig: NotRequired[BatchDataCaptureConfigTypeDef],  # (6)
    DataProcessing: NotRequired[DataProcessingTypeDef],  # (7)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (8)
    ExperimentConfig: NotRequired[ExperimentConfigTypeDef],  # (9)
  1. See TransformInputTypeDef
  2. See TransformOutputTypeDef
  3. See TransformResourcesTypeDef
  4. See ModelClientConfigTypeDef
  5. See BatchStrategyType
  6. See BatchDataCaptureConfigTypeDef
  7. See DataProcessingTypeDef
  8. See TagTypeDef
  9. See ExperimentConfigTypeDef

DescribeTransformJobResponseTypeDef#

# DescribeTransformJobResponseTypeDef definition

class DescribeTransformJobResponseTypeDef(TypedDict):
    TransformJobName: str,
    TransformJobArn: str,
    TransformJobStatus: TransformJobStatusType,  # (1)
    FailureReason: str,
    ModelName: str,
    MaxConcurrentTransforms: int,
    ModelClientConfig: ModelClientConfigTypeDef,  # (2)
    MaxPayloadInMB: int,
    BatchStrategy: BatchStrategyType,  # (3)
    Environment: Dict[str, str],
    TransformInput: TransformInputTypeDef,  # (4)
    TransformOutput: TransformOutputTypeDef,  # (5)
    DataCaptureConfig: BatchDataCaptureConfigTypeDef,  # (6)
    TransformResources: TransformResourcesTypeDef,  # (7)
    CreationTime: datetime,
    TransformStartTime: datetime,
    TransformEndTime: datetime,
    LabelingJobArn: str,
    AutoMLJobArn: str,
    DataProcessing: DataProcessingTypeDef,  # (8)
    ExperimentConfig: ExperimentConfigTypeDef,  # (9)
    ResponseMetadata: ResponseMetadataTypeDef,  # (10)
  1. See TransformJobStatusType
  2. See ModelClientConfigTypeDef
  3. See BatchStrategyType
  4. See TransformInputTypeDef
  5. See TransformOutputTypeDef
  6. See BatchDataCaptureConfigTypeDef
  7. See TransformResourcesTypeDef
  8. See DataProcessingTypeDef
  9. See ExperimentConfigTypeDef
  10. See ResponseMetadataTypeDef

TransformJobDefinitionPaginatorTypeDef#

# TransformJobDefinitionPaginatorTypeDef definition

class TransformJobDefinitionPaginatorTypeDef(TypedDict):
    TransformInput: TransformInputTypeDef,  # (2)
    TransformOutput: TransformOutputTypeDef,  # (3)
    TransformResources: TransformResourcesTypeDef,  # (4)
    MaxConcurrentTransforms: NotRequired[int],
    MaxPayloadInMB: NotRequired[int],
    BatchStrategy: NotRequired[BatchStrategyType],  # (1)
    Environment: NotRequired[Dict[str, str]],
  1. See BatchStrategyType
  2. See TransformInputTypeDef
  3. See TransformOutputTypeDef
  4. See TransformResourcesTypeDef

TransformJobDefinitionTypeDef#

# TransformJobDefinitionTypeDef definition

class TransformJobDefinitionTypeDef(TypedDict):
    TransformInput: TransformInputTypeDef,  # (2)
    TransformOutput: TransformOutputTypeDef,  # (3)
    TransformResources: TransformResourcesTypeDef,  # (4)
    MaxConcurrentTransforms: NotRequired[int],
    MaxPayloadInMB: NotRequired[int],
    BatchStrategy: NotRequired[BatchStrategyType],  # (1)
    Environment: NotRequired[Mapping[str, str]],
  1. See BatchStrategyType
  2. See TransformInputTypeDef
  3. See TransformOutputTypeDef
  4. See TransformResourcesTypeDef

TransformJobTypeDef#

# TransformJobTypeDef definition

class TransformJobTypeDef(TypedDict):
    TransformJobName: NotRequired[str],
    TransformJobArn: NotRequired[str],
    TransformJobStatus: NotRequired[TransformJobStatusType],  # (1)
    FailureReason: NotRequired[str],
    ModelName: NotRequired[str],
    MaxConcurrentTransforms: NotRequired[int],
    ModelClientConfig: NotRequired[ModelClientConfigTypeDef],  # (2)
    MaxPayloadInMB: NotRequired[int],
    BatchStrategy: NotRequired[BatchStrategyType],  # (3)
    Environment: NotRequired[Dict[str, str]],
    TransformInput: NotRequired[TransformInputTypeDef],  # (4)
    TransformOutput: NotRequired[TransformOutputTypeDef],  # (5)
    DataCaptureConfig: NotRequired[BatchDataCaptureConfigTypeDef],  # (6)
    TransformResources: NotRequired[TransformResourcesTypeDef],  # (7)
    CreationTime: NotRequired[datetime],
    TransformStartTime: NotRequired[datetime],
    TransformEndTime: NotRequired[datetime],
    LabelingJobArn: NotRequired[str],
    AutoMLJobArn: NotRequired[str],
    DataProcessing: NotRequired[DataProcessingTypeDef],  # (8)
    ExperimentConfig: NotRequired[ExperimentConfigTypeDef],  # (9)
    Tags: NotRequired[List[TagTypeDef]],  # (10)
  1. See TransformJobStatusType
  2. See ModelClientConfigTypeDef
  3. See BatchStrategyType
  4. See TransformInputTypeDef
  5. See TransformOutputTypeDef
  6. See BatchDataCaptureConfigTypeDef
  7. See TransformResourcesTypeDef
  8. See DataProcessingTypeDef
  9. See ExperimentConfigTypeDef
  10. See TagTypeDef

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)
  1. See AutoMLJobChannelTypeDef
  2. See AutoMLOutputDataConfigTypeDef
  3. See AutoMLProblemTypeConfigTypeDef
  4. See TagTypeDef
  5. See AutoMLSecurityConfigTypeDef
  6. See AutoMLJobObjectiveTypeDef
  7. See ModelDeployConfigTypeDef
  8. See AutoMLDataSplitConfigTypeDef

DescribeAutoMLJobV2ResponseTypeDef#

# DescribeAutoMLJobV2ResponseTypeDef definition

class DescribeAutoMLJobV2ResponseTypeDef(TypedDict):
    AutoMLJobName: str,
    AutoMLJobArn: str,
    AutoMLJobInputDataConfig: List[AutoMLJobChannelTypeDef],  # (1)
    OutputDataConfig: AutoMLOutputDataConfigTypeDef,  # (2)
    RoleArn: str,
    AutoMLJobObjective: AutoMLJobObjectiveTypeDef,  # (3)
    AutoMLProblemTypeConfig: AutoMLProblemTypeConfigTypeDef,  # (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: AutoMLSecurityConfigTypeDef,  # (15)
    ResponseMetadata: ResponseMetadataTypeDef,  # (16)
  1. See AutoMLJobChannelTypeDef
  2. See AutoMLOutputDataConfigTypeDef
  3. See AutoMLJobObjectiveTypeDef
  4. See AutoMLProblemTypeConfigTypeDef
  5. See AutoMLProblemTypeConfigNameType
  6. See AutoMLPartialFailureReasonTypeDef
  7. See AutoMLCandidateTypeDef
  8. See AutoMLJobStatusType
  9. See AutoMLJobSecondaryStatusType
  10. See AutoMLJobArtifactsTypeDef
  11. See AutoMLResolvedAttributesTypeDef
  12. See ModelDeployConfigTypeDef
  13. See ModelDeployResultTypeDef
  14. See AutoMLDataSplitConfigTypeDef
  15. See AutoMLSecurityConfigTypeDef
  16. See ResponseMetadataTypeDef

ListPipelineExecutionStepsResponseTypeDef#

# ListPipelineExecutionStepsResponseTypeDef definition

class ListPipelineExecutionStepsResponseTypeDef(TypedDict):
    PipelineExecutionSteps: List[PipelineExecutionStepTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See PipelineExecutionStepTypeDef
  2. See ResponseMetadataTypeDef

CreateEndpointInputRequestTypeDef#

# CreateEndpointInputRequestTypeDef definition

class CreateEndpointInputRequestTypeDef(TypedDict):
    EndpointName: str,
    EndpointConfigName: str,
    DeploymentConfig: NotRequired[DeploymentConfigTypeDef],  # (1)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
  1. See DeploymentConfigTypeDef
  2. See TagTypeDef

UpdateEndpointInputRequestTypeDef#

# UpdateEndpointInputRequestTypeDef definition

class UpdateEndpointInputRequestTypeDef(TypedDict):
    EndpointName: str,
    EndpointConfigName: str,
    RetainAllVariantProperties: NotRequired[bool],
    ExcludeRetainedVariantProperties: NotRequired[Sequence[VariantPropertyTypeDef]],  # (1)
    DeploymentConfig: NotRequired[DeploymentConfigTypeDef],  # (2)
    RetainDeploymentConfig: NotRequired[bool],
  1. See VariantPropertyTypeDef
  2. See DeploymentConfigTypeDef

CreateInferenceRecommendationsJobRequestRequestTypeDef#

# CreateInferenceRecommendationsJobRequestRequestTypeDef definition

class CreateInferenceRecommendationsJobRequestRequestTypeDef(TypedDict):
    JobName: str,
    JobType: RecommendationJobTypeType,  # (1)
    RoleArn: str,
    InputConfig: RecommendationJobInputConfigTypeDef,  # (2)
    JobDescription: NotRequired[str],
    StoppingConditions: NotRequired[RecommendationJobStoppingConditionsTypeDef],  # (3)
    OutputConfig: NotRequired[RecommendationJobOutputConfigTypeDef],  # (4)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (5)
  1. See RecommendationJobTypeType
  2. See RecommendationJobInputConfigTypeDef
  3. See RecommendationJobStoppingConditionsTypeDef
  4. See RecommendationJobOutputConfigTypeDef
  5. See TagTypeDef

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: RecommendationJobInputConfigTypeDef,  # (3)
    StoppingConditions: RecommendationJobStoppingConditionsTypeDef,  # (4)
    InferenceRecommendations: List[InferenceRecommendationTypeDef],  # (5)
    EndpointPerformances: List[EndpointPerformanceTypeDef],  # (6)
    ResponseMetadata: ResponseMetadataTypeDef,  # (7)
  1. See RecommendationJobTypeType
  2. See RecommendationJobStatusType
  3. See RecommendationJobInputConfigTypeDef
  4. See RecommendationJobStoppingConditionsTypeDef
  5. See InferenceRecommendationTypeDef
  6. See EndpointPerformanceTypeDef
  7. See ResponseMetadataTypeDef

CreateEndpointConfigInputRequestTypeDef#

# CreateEndpointConfigInputRequestTypeDef definition

class CreateEndpointConfigInputRequestTypeDef(TypedDict):
    EndpointConfigName: str,
    ProductionVariants: Sequence[ProductionVariantTypeDef],  # (1)
    DataCaptureConfig: NotRequired[DataCaptureConfigTypeDef],  # (2)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (3)
    KmsKeyId: NotRequired[str],
    AsyncInferenceConfig: NotRequired[AsyncInferenceConfigTypeDef],  # (4)
    ExplainerConfig: NotRequired[ExplainerConfigTypeDef],  # (5)
    ShadowProductionVariants: NotRequired[Sequence[ProductionVariantTypeDef]],  # (1)
    ExecutionRoleArn: NotRequired[str],
    VpcConfig: NotRequired[VpcConfigTypeDef],  # (7)
    EnableNetworkIsolation: NotRequired[bool],
  1. See ProductionVariantTypeDef
  2. See DataCaptureConfigTypeDef
  3. See TagTypeDef
  4. See AsyncInferenceConfigTypeDef
  5. See ExplainerConfigTypeDef
  6. See ProductionVariantTypeDef
  7. See VpcConfigTypeDef

DescribeEndpointConfigOutputTypeDef#

# DescribeEndpointConfigOutputTypeDef definition

class DescribeEndpointConfigOutputTypeDef(TypedDict):
    EndpointConfigName: str,
    EndpointConfigArn: str,
    ProductionVariants: List[ProductionVariantTypeDef],  # (1)
    DataCaptureConfig: DataCaptureConfigTypeDef,  # (2)
    KmsKeyId: str,
    CreationTime: datetime,
    AsyncInferenceConfig: AsyncInferenceConfigTypeDef,  # (3)
    ExplainerConfig: ExplainerConfigTypeDef,  # (4)
    ShadowProductionVariants: List[ProductionVariantTypeDef],  # (1)
    ExecutionRoleArn: str,
    VpcConfig: VpcConfigTypeDef,  # (6)
    EnableNetworkIsolation: bool,
    ResponseMetadata: ResponseMetadataTypeDef,  # (7)
  1. See ProductionVariantTypeDef
  2. See DataCaptureConfigTypeDef
  3. See AsyncInferenceConfigTypeDef
  4. See ExplainerConfigTypeDef
  5. See ProductionVariantTypeDef
  6. See VpcConfigTypeDef
  7. See ResponseMetadataTypeDef

DescribeEndpointOutputTypeDef#

# DescribeEndpointOutputTypeDef definition

class DescribeEndpointOutputTypeDef(TypedDict):
    EndpointName: str,
    EndpointArn: str,
    EndpointConfigName: str,
    ProductionVariants: List[ProductionVariantSummaryTypeDef],  # (1)
    DataCaptureConfig: DataCaptureConfigSummaryTypeDef,  # (2)
    EndpointStatus: EndpointStatusType,  # (3)
    FailureReason: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    LastDeploymentConfig: DeploymentConfigTypeDef,  # (4)
    AsyncInferenceConfig: AsyncInferenceConfigTypeDef,  # (5)
    PendingDeploymentSummary: PendingDeploymentSummaryTypeDef,  # (6)
    ExplainerConfig: ExplainerConfigTypeDef,  # (7)
    ShadowProductionVariants: List[ProductionVariantSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (9)
  1. See ProductionVariantSummaryTypeDef
  2. See DataCaptureConfigSummaryTypeDef
  3. See EndpointStatusType
  4. See DeploymentConfigTypeDef
  5. See AsyncInferenceConfigTypeDef
  6. See PendingDeploymentSummaryTypeDef
  7. See ExplainerConfigTypeDef
  8. See ProductionVariantSummaryTypeDef
  9. See ResponseMetadataTypeDef

HyperParameterTuningJobSearchEntityPaginatorTypeDef#

# HyperParameterTuningJobSearchEntityPaginatorTypeDef definition

class HyperParameterTuningJobSearchEntityPaginatorTypeDef(TypedDict):
    HyperParameterTuningJobName: NotRequired[str],
    HyperParameterTuningJobArn: NotRequired[str],
    HyperParameterTuningJobConfig: NotRequired[HyperParameterTuningJobConfigPaginatorTypeDef],  # (1)
    TrainingJobDefinition: NotRequired[HyperParameterTrainingJobDefinitionPaginatorTypeDef],  # (2)
    TrainingJobDefinitions: NotRequired[List[HyperParameterTrainingJobDefinitionPaginatorTypeDef]],  # (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[HyperParameterTuningJobWarmStartConfigPaginatorTypeDef],  # (9)
    FailureReason: NotRequired[str],
    TuningJobCompletionDetails: NotRequired[HyperParameterTuningJobCompletionDetailsTypeDef],  # (10)
    ConsumedResources: NotRequired[HyperParameterTuningJobConsumedResourcesTypeDef],  # (11)
    Tags: NotRequired[List[TagTypeDef]],  # (12)
  1. See HyperParameterTuningJobConfigPaginatorTypeDef
  2. See HyperParameterTrainingJobDefinitionPaginatorTypeDef
  3. See HyperParameterTrainingJobDefinitionPaginatorTypeDef
  4. See HyperParameterTuningJobStatusType
  5. See TrainingJobStatusCountersTypeDef
  6. See ObjectiveStatusCountersTypeDef
  7. See HyperParameterTrainingJobSummaryTypeDef
  8. See HyperParameterTrainingJobSummaryTypeDef
  9. See HyperParameterTuningJobWarmStartConfigPaginatorTypeDef
  10. See HyperParameterTuningJobCompletionDetailsTypeDef
  11. See HyperParameterTuningJobConsumedResourcesTypeDef
  12. See TagTypeDef

CreateHyperParameterTuningJobRequestRequestTypeDef#

# CreateHyperParameterTuningJobRequestRequestTypeDef definition

class CreateHyperParameterTuningJobRequestRequestTypeDef(TypedDict):
    HyperParameterTuningJobName: str,
    HyperParameterTuningJobConfig: HyperParameterTuningJobConfigTypeDef,  # (1)
    TrainingJobDefinition: NotRequired[HyperParameterTrainingJobDefinitionTypeDef],  # (2)
    TrainingJobDefinitions: NotRequired[Sequence[HyperParameterTrainingJobDefinitionTypeDef]],  # (3)
    WarmStartConfig: NotRequired[HyperParameterTuningJobWarmStartConfigTypeDef],  # (4)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (5)
    Autotune: NotRequired[AutotuneTypeDef],  # (6)
  1. See HyperParameterTuningJobConfigTypeDef
  2. See HyperParameterTrainingJobDefinitionTypeDef
  3. See HyperParameterTrainingJobDefinitionTypeDef
  4. See HyperParameterTuningJobWarmStartConfigTypeDef
  5. See TagTypeDef
  6. See AutotuneTypeDef

DescribeHyperParameterTuningJobResponseTypeDef#

# DescribeHyperParameterTuningJobResponseTypeDef definition

class DescribeHyperParameterTuningJobResponseTypeDef(TypedDict):
    HyperParameterTuningJobName: str,
    HyperParameterTuningJobArn: str,
    HyperParameterTuningJobConfig: HyperParameterTuningJobConfigTypeDef,  # (1)
    TrainingJobDefinition: HyperParameterTrainingJobDefinitionTypeDef,  # (2)
    TrainingJobDefinitions: List[HyperParameterTrainingJobDefinitionTypeDef],  # (3)
    HyperParameterTuningJobStatus: HyperParameterTuningJobStatusType,  # (4)
    CreationTime: datetime,
    HyperParameterTuningEndTime: datetime,
    LastModifiedTime: datetime,
    TrainingJobStatusCounters: TrainingJobStatusCountersTypeDef,  # (5)
    ObjectiveStatusCounters: ObjectiveStatusCountersTypeDef,  # (6)
    BestTrainingJob: HyperParameterTrainingJobSummaryTypeDef,  # (7)
    OverallBestTrainingJob: HyperParameterTrainingJobSummaryTypeDef,  # (7)
    WarmStartConfig: HyperParameterTuningJobWarmStartConfigTypeDef,  # (9)
    Autotune: AutotuneTypeDef,  # (10)
    FailureReason: str,
    TuningJobCompletionDetails: HyperParameterTuningJobCompletionDetailsTypeDef,  # (11)
    ConsumedResources: HyperParameterTuningJobConsumedResourcesTypeDef,  # (12)
    ResponseMetadata: ResponseMetadataTypeDef,  # (13)
  1. See HyperParameterTuningJobConfigTypeDef
  2. See HyperParameterTrainingJobDefinitionTypeDef
  3. See HyperParameterTrainingJobDefinitionTypeDef
  4. See HyperParameterTuningJobStatusType
  5. See TrainingJobStatusCountersTypeDef
  6. See ObjectiveStatusCountersTypeDef
  7. See HyperParameterTrainingJobSummaryTypeDef
  8. See HyperParameterTrainingJobSummaryTypeDef
  9. See HyperParameterTuningJobWarmStartConfigTypeDef
  10. See AutotuneTypeDef
  11. See HyperParameterTuningJobCompletionDetailsTypeDef
  12. See HyperParameterTuningJobConsumedResourcesTypeDef
  13. See ResponseMetadataTypeDef

HyperParameterTuningJobSearchEntityTypeDef#

# HyperParameterTuningJobSearchEntityTypeDef definition

class HyperParameterTuningJobSearchEntityTypeDef(TypedDict):
    HyperParameterTuningJobName: NotRequired[str],
    HyperParameterTuningJobArn: NotRequired[str],
    HyperParameterTuningJobConfig: NotRequired[HyperParameterTuningJobConfigTypeDef],  # (1)
    TrainingJobDefinition: NotRequired[HyperParameterTrainingJobDefinitionTypeDef],  # (2)
    TrainingJobDefinitions: NotRequired[List[HyperParameterTrainingJobDefinitionTypeDef]],  # (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[HyperParameterTuningJobWarmStartConfigTypeDef],  # (9)
    FailureReason: NotRequired[str],
    TuningJobCompletionDetails: NotRequired[HyperParameterTuningJobCompletionDetailsTypeDef],  # (10)
    ConsumedResources: NotRequired[HyperParameterTuningJobConsumedResourcesTypeDef],  # (11)
    Tags: NotRequired[List[TagTypeDef]],  # (12)
  1. See HyperParameterTuningJobConfigTypeDef
  2. See HyperParameterTrainingJobDefinitionTypeDef
  3. See HyperParameterTrainingJobDefinitionTypeDef
  4. See HyperParameterTuningJobStatusType
  5. See TrainingJobStatusCountersTypeDef
  6. See ObjectiveStatusCountersTypeDef
  7. See HyperParameterTrainingJobSummaryTypeDef
  8. See HyperParameterTrainingJobSummaryTypeDef
  9. See HyperParameterTuningJobWarmStartConfigTypeDef
  10. See HyperParameterTuningJobCompletionDetailsTypeDef
  11. See HyperParameterTuningJobConsumedResourcesTypeDef
  12. See TagTypeDef

ListSpacesResponseTypeDef#

# ListSpacesResponseTypeDef definition

class ListSpacesResponseTypeDef(TypedDict):
    Spaces: List[SpaceDetailsTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See SpaceDetailsTypeDef
  2. See ResponseMetadataTypeDef

ListInferenceRecommendationsJobStepsResponseTypeDef#

# ListInferenceRecommendationsJobStepsResponseTypeDef definition

class ListInferenceRecommendationsJobStepsResponseTypeDef(TypedDict):
    Steps: List[InferenceRecommendationsJobStepTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See InferenceRecommendationsJobStepTypeDef
  2. See ResponseMetadataTypeDef

ListLabelingJobsResponsePaginatorTypeDef#

# ListLabelingJobsResponsePaginatorTypeDef definition

class ListLabelingJobsResponsePaginatorTypeDef(TypedDict):
    LabelingJobSummaryList: List[LabelingJobSummaryPaginatorTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See LabelingJobSummaryPaginatorTypeDef
  2. See ResponseMetadataTypeDef

ListLabelingJobsResponseTypeDef#

# ListLabelingJobsResponseTypeDef definition

class ListLabelingJobsResponseTypeDef(TypedDict):
    LabelingJobSummaryList: List[LabelingJobSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See LabelingJobSummaryTypeDef
  2. See ResponseMetadataTypeDef

DynamicScalingConfigurationTypeDef#

# DynamicScalingConfigurationTypeDef definition

class DynamicScalingConfigurationTypeDef(TypedDict):
    MinCapacity: NotRequired[int],
    MaxCapacity: NotRequired[int],
    ScaleInCooldown: NotRequired[int],
    ScaleOutCooldown: NotRequired[int],
    ScalingPolicies: NotRequired[List[ScalingPolicyTypeDef]],  # (1)
  1. See ScalingPolicyTypeDef

ModelPaginatorTypeDef#

# ModelPaginatorTypeDef definition

class ModelPaginatorTypeDef(TypedDict):
    ModelName: NotRequired[str],
    PrimaryContainer: NotRequired[ContainerDefinitionPaginatorTypeDef],  # (1)
    Containers: NotRequired[List[ContainerDefinitionPaginatorTypeDef]],  # (2)
    InferenceExecutionConfig: NotRequired[InferenceExecutionConfigTypeDef],  # (3)
    ExecutionRoleArn: NotRequired[str],
    VpcConfig: NotRequired[VpcConfigPaginatorTypeDef],  # (4)
    CreationTime: NotRequired[datetime],
    ModelArn: NotRequired[str],
    EnableNetworkIsolation: NotRequired[bool],
    Tags: NotRequired[List[TagTypeDef]],  # (5)
    DeploymentRecommendation: NotRequired[DeploymentRecommendationTypeDef],  # (6)
  1. See ContainerDefinitionPaginatorTypeDef
  2. See ContainerDefinitionPaginatorTypeDef
  3. See InferenceExecutionConfigTypeDef
  4. See VpcConfigPaginatorTypeDef
  5. See TagTypeDef
  6. See DeploymentRecommendationTypeDef

CreateModelInputRequestTypeDef#

# CreateModelInputRequestTypeDef definition

class CreateModelInputRequestTypeDef(TypedDict):
    ModelName: str,
    PrimaryContainer: NotRequired[ContainerDefinitionTypeDef],  # (1)
    Containers: NotRequired[Sequence[ContainerDefinitionTypeDef]],  # (2)
    InferenceExecutionConfig: NotRequired[InferenceExecutionConfigTypeDef],  # (3)
    ExecutionRoleArn: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (4)
    VpcConfig: NotRequired[VpcConfigTypeDef],  # (5)
    EnableNetworkIsolation: NotRequired[bool],
  1. See ContainerDefinitionTypeDef
  2. See ContainerDefinitionTypeDef
  3. See InferenceExecutionConfigTypeDef
  4. See TagTypeDef
  5. See VpcConfigTypeDef

DescribeModelOutputTypeDef#

# DescribeModelOutputTypeDef definition

class DescribeModelOutputTypeDef(TypedDict):
    ModelName: str,
    PrimaryContainer: ContainerDefinitionTypeDef,  # (1)
    Containers: List[ContainerDefinitionTypeDef],  # (2)
    InferenceExecutionConfig: InferenceExecutionConfigTypeDef,  # (3)
    ExecutionRoleArn: str,
    VpcConfig: VpcConfigTypeDef,  # (4)
    CreationTime: datetime,
    ModelArn: str,
    EnableNetworkIsolation: bool,
    DeploymentRecommendation: DeploymentRecommendationTypeDef,  # (5)
    ResponseMetadata: ResponseMetadataTypeDef,  # (6)
  1. See ContainerDefinitionTypeDef
  2. See ContainerDefinitionTypeDef
  3. See InferenceExecutionConfigTypeDef
  4. See VpcConfigTypeDef
  5. See DeploymentRecommendationTypeDef
  6. See ResponseMetadataTypeDef

ModelTypeDef#

# ModelTypeDef definition

class ModelTypeDef(TypedDict):
    ModelName: NotRequired[str],
    PrimaryContainer: NotRequired[ContainerDefinitionTypeDef],  # (1)
    Containers: NotRequired[List[ContainerDefinitionTypeDef]],  # (2)
    InferenceExecutionConfig: NotRequired[InferenceExecutionConfigTypeDef],  # (3)
    ExecutionRoleArn: NotRequired[str],
    VpcConfig: NotRequired[VpcConfigTypeDef],  # (4)
    CreationTime: NotRequired[datetime],
    ModelArn: NotRequired[str],
    EnableNetworkIsolation: NotRequired[bool],
    Tags: NotRequired[List[TagTypeDef]],  # (5)
    DeploymentRecommendation: NotRequired[DeploymentRecommendationTypeDef],  # (6)
  1. See ContainerDefinitionTypeDef
  2. See ContainerDefinitionTypeDef
  3. See InferenceExecutionConfigTypeDef
  4. See VpcConfigTypeDef
  5. See TagTypeDef
  6. See DeploymentRecommendationTypeDef

AdditionalInferenceSpecificationDefinitionPaginatorTypeDef#

# AdditionalInferenceSpecificationDefinitionPaginatorTypeDef definition

class AdditionalInferenceSpecificationDefinitionPaginatorTypeDef(TypedDict):
    Name: str,
    Containers: List[ModelPackageContainerDefinitionTypeDef],  # (1)
    Description: NotRequired[str],
    SupportedTransformInstanceTypes: NotRequired[List[TransformInstanceTypeType]],  # (2)
    SupportedRealtimeInferenceInstanceTypes: NotRequired[List[ProductionVariantInstanceTypeType]],  # (3)
    SupportedContentTypes: NotRequired[List[str]],
    SupportedResponseMIMETypes: NotRequired[List[str]],
  1. See ModelPackageContainerDefinitionTypeDef
  2. See TransformInstanceTypeType
  3. See ProductionVariantInstanceTypeType

AdditionalInferenceSpecificationDefinitionTypeDef#

# AdditionalInferenceSpecificationDefinitionTypeDef definition

class AdditionalInferenceSpecificationDefinitionTypeDef(TypedDict):
    Name: str,
    Containers: Sequence[ModelPackageContainerDefinitionTypeDef],  # (1)
    Description: NotRequired[str],
    SupportedTransformInstanceTypes: NotRequired[Sequence[TransformInstanceTypeType]],  # (2)
    SupportedRealtimeInferenceInstanceTypes: NotRequired[Sequence[ProductionVariantInstanceTypeType]],  # (3)
    SupportedContentTypes: NotRequired[Sequence[str]],
    SupportedResponseMIMETypes: NotRequired[Sequence[str]],
  1. See ModelPackageContainerDefinitionTypeDef
  2. See TransformInstanceTypeType
  3. See ProductionVariantInstanceTypeType

InferenceSpecificationTypeDef#

# InferenceSpecificationTypeDef definition

class InferenceSpecificationTypeDef(TypedDict):
    Containers: List[ModelPackageContainerDefinitionTypeDef],  # (1)
    SupportedTransformInstanceTypes: NotRequired[List[TransformInstanceTypeType]],  # (2)
    SupportedRealtimeInferenceInstanceTypes: NotRequired[List[ProductionVariantInstanceTypeType]],  # (3)
    SupportedContentTypes: NotRequired[List[str]],
    SupportedResponseMIMETypes: NotRequired[List[str]],
  1. See ModelPackageContainerDefinitionTypeDef
  2. See TransformInstanceTypeType
  3. See ProductionVariantInstanceTypeType

SourceAlgorithmSpecificationPaginatorTypeDef#

# SourceAlgorithmSpecificationPaginatorTypeDef definition

class SourceAlgorithmSpecificationPaginatorTypeDef(TypedDict):
    SourceAlgorithms: List[SourceAlgorithmTypeDef],  # (1)
  1. See SourceAlgorithmTypeDef

SourceAlgorithmSpecificationTypeDef#

# SourceAlgorithmSpecificationTypeDef definition

class SourceAlgorithmSpecificationTypeDef(TypedDict):
    SourceAlgorithms: Sequence[SourceAlgorithmTypeDef],  # (1)
  1. See SourceAlgorithmTypeDef

MonitoringJobDefinitionPaginatorTypeDef#

# MonitoringJobDefinitionPaginatorTypeDef definition

class MonitoringJobDefinitionPaginatorTypeDef(TypedDict):
    MonitoringInputs: List[MonitoringInputPaginatorTypeDef],  # (2)
    MonitoringOutputConfig: MonitoringOutputConfigPaginatorTypeDef,  # (3)
    MonitoringResources: MonitoringResourcesTypeDef,  # (4)
    MonitoringAppSpecification: MonitoringAppSpecificationPaginatorTypeDef,  # (5)
    RoleArn: str,
    BaselineConfig: NotRequired[MonitoringBaselineConfigTypeDef],  # (1)
    StoppingCondition: NotRequired[MonitoringStoppingConditionTypeDef],  # (6)
    Environment: NotRequired[Dict[str, str]],
    NetworkConfig: NotRequired[NetworkConfigPaginatorTypeDef],  # (7)
  1. See MonitoringBaselineConfigTypeDef
  2. See MonitoringInputPaginatorTypeDef
  3. See MonitoringOutputConfigPaginatorTypeDef
  4. See MonitoringResourcesTypeDef
  5. See MonitoringAppSpecificationPaginatorTypeDef
  6. See MonitoringStoppingConditionTypeDef
  7. See NetworkConfigPaginatorTypeDef

CreateDataQualityJobDefinitionRequestRequestTypeDef#

# CreateDataQualityJobDefinitionRequestRequestTypeDef definition

class CreateDataQualityJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,
    DataQualityAppSpecification: DataQualityAppSpecificationTypeDef,  # (1)
    DataQualityJobInput: DataQualityJobInputTypeDef,  # (2)
    DataQualityJobOutputConfig: MonitoringOutputConfigTypeDef,  # (3)
    JobResources: MonitoringResourcesTypeDef,  # (4)
    RoleArn: str,
    DataQualityBaselineConfig: NotRequired[DataQualityBaselineConfigTypeDef],  # (5)
    NetworkConfig: NotRequired[MonitoringNetworkConfigTypeDef],  # (6)
    StoppingCondition: NotRequired[MonitoringStoppingConditionTypeDef],  # (7)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (8)
  1. See DataQualityAppSpecificationTypeDef
  2. See DataQualityJobInputTypeDef
  3. See MonitoringOutputConfigTypeDef
  4. See MonitoringResourcesTypeDef
  5. See DataQualityBaselineConfigTypeDef
  6. See MonitoringNetworkConfigTypeDef
  7. See MonitoringStoppingConditionTypeDef
  8. See TagTypeDef

DescribeDataQualityJobDefinitionResponseTypeDef#

# DescribeDataQualityJobDefinitionResponseTypeDef definition

class DescribeDataQualityJobDefinitionResponseTypeDef(TypedDict):
    JobDefinitionArn: str,
    JobDefinitionName: str,
    CreationTime: datetime,
    DataQualityBaselineConfig: DataQualityBaselineConfigTypeDef,  # (1)
    DataQualityAppSpecification: DataQualityAppSpecificationTypeDef,  # (2)
    DataQualityJobInput: DataQualityJobInputTypeDef,  # (3)
    DataQualityJobOutputConfig: MonitoringOutputConfigTypeDef,  # (4)
    JobResources: MonitoringResourcesTypeDef,  # (5)
    NetworkConfig: MonitoringNetworkConfigTypeDef,  # (6)
    RoleArn: str,
    StoppingCondition: MonitoringStoppingConditionTypeDef,  # (7)
    ResponseMetadata: ResponseMetadataTypeDef,  # (8)
  1. See DataQualityBaselineConfigTypeDef
  2. See DataQualityAppSpecificationTypeDef
  3. See DataQualityJobInputTypeDef
  4. See MonitoringOutputConfigTypeDef
  5. See MonitoringResourcesTypeDef
  6. See MonitoringNetworkConfigTypeDef
  7. See MonitoringStoppingConditionTypeDef
  8. See ResponseMetadataTypeDef

CreateModelBiasJobDefinitionRequestRequestTypeDef#

# CreateModelBiasJobDefinitionRequestRequestTypeDef definition

class CreateModelBiasJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,
    ModelBiasAppSpecification: ModelBiasAppSpecificationTypeDef,  # (1)
    ModelBiasJobInput: ModelBiasJobInputTypeDef,  # (2)
    ModelBiasJobOutputConfig: MonitoringOutputConfigTypeDef,  # (3)
    JobResources: MonitoringResourcesTypeDef,  # (4)
    RoleArn: str,
    ModelBiasBaselineConfig: NotRequired[ModelBiasBaselineConfigTypeDef],  # (5)
    NetworkConfig: NotRequired[MonitoringNetworkConfigTypeDef],  # (6)
    StoppingCondition: NotRequired[MonitoringStoppingConditionTypeDef],  # (7)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (8)
  1. See ModelBiasAppSpecificationTypeDef
  2. See ModelBiasJobInputTypeDef
  3. See MonitoringOutputConfigTypeDef
  4. See MonitoringResourcesTypeDef
  5. See ModelBiasBaselineConfigTypeDef
  6. See MonitoringNetworkConfigTypeDef
  7. See MonitoringStoppingConditionTypeDef
  8. See TagTypeDef

DescribeModelBiasJobDefinitionResponseTypeDef#

# DescribeModelBiasJobDefinitionResponseTypeDef definition

class DescribeModelBiasJobDefinitionResponseTypeDef(TypedDict):
    JobDefinitionArn: str,
    JobDefinitionName: str,
    CreationTime: datetime,
    ModelBiasBaselineConfig: ModelBiasBaselineConfigTypeDef,  # (1)
    ModelBiasAppSpecification: ModelBiasAppSpecificationTypeDef,  # (2)
    ModelBiasJobInput: ModelBiasJobInputTypeDef,  # (3)
    ModelBiasJobOutputConfig: MonitoringOutputConfigTypeDef,  # (4)
    JobResources: MonitoringResourcesTypeDef,  # (5)
    NetworkConfig: MonitoringNetworkConfigTypeDef,  # (6)
    RoleArn: str,
    StoppingCondition: MonitoringStoppingConditionTypeDef,  # (7)
    ResponseMetadata: ResponseMetadataTypeDef,  # (8)
  1. See ModelBiasBaselineConfigTypeDef
  2. See ModelBiasAppSpecificationTypeDef
  3. See ModelBiasJobInputTypeDef
  4. See MonitoringOutputConfigTypeDef
  5. See MonitoringResourcesTypeDef
  6. See MonitoringNetworkConfigTypeDef
  7. See MonitoringStoppingConditionTypeDef
  8. See ResponseMetadataTypeDef

CreateModelExplainabilityJobDefinitionRequestRequestTypeDef#

# CreateModelExplainabilityJobDefinitionRequestRequestTypeDef definition

class CreateModelExplainabilityJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,
    ModelExplainabilityAppSpecification: ModelExplainabilityAppSpecificationTypeDef,  # (1)
    ModelExplainabilityJobInput: ModelExplainabilityJobInputTypeDef,  # (2)
    ModelExplainabilityJobOutputConfig: MonitoringOutputConfigTypeDef,  # (3)
    JobResources: MonitoringResourcesTypeDef,  # (4)
    RoleArn: str,
    ModelExplainabilityBaselineConfig: NotRequired[ModelExplainabilityBaselineConfigTypeDef],  # (5)
    NetworkConfig: NotRequired[MonitoringNetworkConfigTypeDef],  # (6)
    StoppingCondition: NotRequired[MonitoringStoppingConditionTypeDef],  # (7)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (8)
  1. See ModelExplainabilityAppSpecificationTypeDef
  2. See ModelExplainabilityJobInputTypeDef
  3. See MonitoringOutputConfigTypeDef
  4. See MonitoringResourcesTypeDef
  5. See ModelExplainabilityBaselineConfigTypeDef
  6. See MonitoringNetworkConfigTypeDef
  7. See MonitoringStoppingConditionTypeDef
  8. See TagTypeDef

DescribeModelExplainabilityJobDefinitionResponseTypeDef#

# DescribeModelExplainabilityJobDefinitionResponseTypeDef definition

class DescribeModelExplainabilityJobDefinitionResponseTypeDef(TypedDict):
    JobDefinitionArn: str,
    JobDefinitionName: str,
    CreationTime: datetime,
    ModelExplainabilityBaselineConfig: ModelExplainabilityBaselineConfigTypeDef,  # (1)
    ModelExplainabilityAppSpecification: ModelExplainabilityAppSpecificationTypeDef,  # (2)
    ModelExplainabilityJobInput: ModelExplainabilityJobInputTypeDef,  # (3)
    ModelExplainabilityJobOutputConfig: MonitoringOutputConfigTypeDef,  # (4)
    JobResources: MonitoringResourcesTypeDef,  # (5)
    NetworkConfig: MonitoringNetworkConfigTypeDef,  # (6)
    RoleArn: str,
    StoppingCondition: MonitoringStoppingConditionTypeDef,  # (7)
    ResponseMetadata: ResponseMetadataTypeDef,  # (8)
  1. See ModelExplainabilityBaselineConfigTypeDef
  2. See ModelExplainabilityAppSpecificationTypeDef
  3. See ModelExplainabilityJobInputTypeDef
  4. See MonitoringOutputConfigTypeDef
  5. See MonitoringResourcesTypeDef
  6. See MonitoringNetworkConfigTypeDef
  7. See MonitoringStoppingConditionTypeDef
  8. See ResponseMetadataTypeDef

CreateModelQualityJobDefinitionRequestRequestTypeDef#

# CreateModelQualityJobDefinitionRequestRequestTypeDef definition

class CreateModelQualityJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,
    ModelQualityAppSpecification: ModelQualityAppSpecificationTypeDef,  # (1)
    ModelQualityJobInput: ModelQualityJobInputTypeDef,  # (2)
    ModelQualityJobOutputConfig: MonitoringOutputConfigTypeDef,  # (3)
    JobResources: MonitoringResourcesTypeDef,  # (4)
    RoleArn: str,
    ModelQualityBaselineConfig: NotRequired[ModelQualityBaselineConfigTypeDef],  # (5)
    NetworkConfig: NotRequired[MonitoringNetworkConfigTypeDef],  # (6)
    StoppingCondition: NotRequired[MonitoringStoppingConditionTypeDef],  # (7)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (8)
  1. See ModelQualityAppSpecificationTypeDef
  2. See ModelQualityJobInputTypeDef
  3. See MonitoringOutputConfigTypeDef
  4. See MonitoringResourcesTypeDef
  5. See ModelQualityBaselineConfigTypeDef
  6. See MonitoringNetworkConfigTypeDef
  7. See MonitoringStoppingConditionTypeDef
  8. See TagTypeDef

DescribeModelQualityJobDefinitionResponseTypeDef#

# DescribeModelQualityJobDefinitionResponseTypeDef definition

class DescribeModelQualityJobDefinitionResponseTypeDef(TypedDict):
    JobDefinitionArn: str,
    JobDefinitionName: str,
    CreationTime: datetime,
    ModelQualityBaselineConfig: ModelQualityBaselineConfigTypeDef,  # (1)
    ModelQualityAppSpecification: ModelQualityAppSpecificationTypeDef,  # (2)
    ModelQualityJobInput: ModelQualityJobInputTypeDef,  # (3)
    ModelQualityJobOutputConfig: MonitoringOutputConfigTypeDef,  # (4)
    JobResources: MonitoringResourcesTypeDef,  # (5)
    NetworkConfig: MonitoringNetworkConfigTypeDef,  # (6)
    RoleArn: str,
    StoppingCondition: MonitoringStoppingConditionTypeDef,  # (7)
    ResponseMetadata: ResponseMetadataTypeDef,  # (8)
  1. See ModelQualityBaselineConfigTypeDef
  2. See ModelQualityAppSpecificationTypeDef
  3. See ModelQualityJobInputTypeDef
  4. See MonitoringOutputConfigTypeDef
  5. See MonitoringResourcesTypeDef
  6. See MonitoringNetworkConfigTypeDef
  7. See MonitoringStoppingConditionTypeDef
  8. See ResponseMetadataTypeDef

MonitoringJobDefinitionTypeDef#

# MonitoringJobDefinitionTypeDef definition

class MonitoringJobDefinitionTypeDef(TypedDict):
    MonitoringInputs: Sequence[MonitoringInputTypeDef],  # (2)
    MonitoringOutputConfig: MonitoringOutputConfigTypeDef,  # (3)
    MonitoringResources: MonitoringResourcesTypeDef,  # (4)
    MonitoringAppSpecification: MonitoringAppSpecificationTypeDef,  # (5)
    RoleArn: str,
    BaselineConfig: NotRequired[MonitoringBaselineConfigTypeDef],  # (1)
    StoppingCondition: NotRequired[MonitoringStoppingConditionTypeDef],  # (6)
    Environment: NotRequired[Mapping[str, str]],
    NetworkConfig: NotRequired[NetworkConfigTypeDef],  # (7)
  1. See MonitoringBaselineConfigTypeDef
  2. See MonitoringInputTypeDef
  3. See MonitoringOutputConfigTypeDef
  4. See MonitoringResourcesTypeDef
  5. See MonitoringAppSpecificationTypeDef
  6. See MonitoringStoppingConditionTypeDef
  7. See NetworkConfigTypeDef

ModelPackageValidationProfilePaginatorTypeDef#

# ModelPackageValidationProfilePaginatorTypeDef definition

class ModelPackageValidationProfilePaginatorTypeDef(TypedDict):
    ProfileName: str,
    TransformJobDefinition: TransformJobDefinitionPaginatorTypeDef,  # (1)
  1. See TransformJobDefinitionPaginatorTypeDef

AlgorithmValidationProfileTypeDef#

# AlgorithmValidationProfileTypeDef definition

class AlgorithmValidationProfileTypeDef(TypedDict):
    ProfileName: str,
    TrainingJobDefinition: TrainingJobDefinitionTypeDef,  # (1)
    TransformJobDefinition: NotRequired[TransformJobDefinitionTypeDef],  # (2)
  1. See TrainingJobDefinitionTypeDef
  2. See TransformJobDefinitionTypeDef

ModelPackageValidationProfileTypeDef#

# ModelPackageValidationProfileTypeDef definition

class ModelPackageValidationProfileTypeDef(TypedDict):
    ProfileName: str,
    TransformJobDefinition: TransformJobDefinitionTypeDef,  # (1)
  1. See TransformJobDefinitionTypeDef

TrialComponentSourceDetailPaginatorTypeDef#

# TrialComponentSourceDetailPaginatorTypeDef definition

class TrialComponentSourceDetailPaginatorTypeDef(TypedDict):
    SourceArn: NotRequired[str],
    TrainingJob: NotRequired[TrainingJobPaginatorTypeDef],  # (1)
    ProcessingJob: NotRequired[ProcessingJobPaginatorTypeDef],  # (2)
    TransformJob: NotRequired[TransformJobTypeDef],  # (3)
  1. See TrainingJobPaginatorTypeDef
  2. See ProcessingJobPaginatorTypeDef
  3. See TransformJobTypeDef

TrialComponentSourceDetailTypeDef#

# TrialComponentSourceDetailTypeDef definition

class TrialComponentSourceDetailTypeDef(TypedDict):
    SourceArn: NotRequired[str],
    TrainingJob: NotRequired[TrainingJobTypeDef],  # (1)
    ProcessingJob: NotRequired[ProcessingJobTypeDef],  # (2)
    TransformJob: NotRequired[TransformJobTypeDef],  # (3)
  1. See TrainingJobTypeDef
  2. See ProcessingJobTypeDef
  3. See TransformJobTypeDef

GetScalingConfigurationRecommendationResponseTypeDef#

# GetScalingConfigurationRecommendationResponseTypeDef definition

class GetScalingConfigurationRecommendationResponseTypeDef(TypedDict):
    InferenceRecommendationsJobName: str,
    RecommendationId: str,
    EndpointName: str,
    TargetCpuUtilizationPerCore: int,
    ScalingPolicyObjective: ScalingPolicyObjectiveTypeDef,  # (1)
    Metric: ScalingPolicyMetricTypeDef,  # (2)
    DynamicScalingConfiguration: DynamicScalingConfigurationTypeDef,  # (3)
    ResponseMetadata: ResponseMetadataTypeDef,  # (4)
  1. See ScalingPolicyObjectiveTypeDef
  2. See ScalingPolicyMetricTypeDef
  3. See DynamicScalingConfigurationTypeDef
  4. See ResponseMetadataTypeDef

BatchDescribeModelPackageSummaryTypeDef#

# BatchDescribeModelPackageSummaryTypeDef definition

class BatchDescribeModelPackageSummaryTypeDef(TypedDict):
    ModelPackageGroupName: str,
    ModelPackageArn: str,
    CreationTime: datetime,
    InferenceSpecification: InferenceSpecificationTypeDef,  # (1)
    ModelPackageStatus: ModelPackageStatusType,  # (2)
    ModelPackageVersion: NotRequired[int],
    ModelPackageDescription: NotRequired[str],
    ModelApprovalStatus: NotRequired[ModelApprovalStatusType],  # (3)
  1. See InferenceSpecificationTypeDef
  2. See ModelPackageStatusType
  3. See ModelApprovalStatusType

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],
  1. See ModelApprovalStatusType
  2. See AdditionalInferenceSpecificationDefinitionTypeDef
  3. See InferenceSpecificationTypeDef

MonitoringScheduleConfigPaginatorTypeDef#

# MonitoringScheduleConfigPaginatorTypeDef definition

class MonitoringScheduleConfigPaginatorTypeDef(TypedDict):
    ScheduleConfig: NotRequired[ScheduleConfigTypeDef],  # (1)
    MonitoringJobDefinition: NotRequired[MonitoringJobDefinitionPaginatorTypeDef],  # (2)
    MonitoringJobDefinitionName: NotRequired[str],
    MonitoringType: NotRequired[MonitoringTypeType],  # (3)
  1. See ScheduleConfigTypeDef
  2. See MonitoringJobDefinitionPaginatorTypeDef
  3. See MonitoringTypeType

MonitoringScheduleConfigTypeDef#

# MonitoringScheduleConfigTypeDef definition

class MonitoringScheduleConfigTypeDef(TypedDict):
    ScheduleConfig: NotRequired[ScheduleConfigTypeDef],  # (1)
    MonitoringJobDefinition: NotRequired[MonitoringJobDefinitionTypeDef],  # (2)
    MonitoringJobDefinitionName: NotRequired[str],
    MonitoringType: NotRequired[MonitoringTypeType],  # (3)
  1. See ScheduleConfigTypeDef
  2. See MonitoringJobDefinitionTypeDef
  3. See MonitoringTypeType

ModelPackageValidationSpecificationPaginatorTypeDef#

# ModelPackageValidationSpecificationPaginatorTypeDef definition

class ModelPackageValidationSpecificationPaginatorTypeDef(TypedDict):
    ValidationRole: str,
    ValidationProfiles: List[ModelPackageValidationProfilePaginatorTypeDef],  # (1)
  1. See ModelPackageValidationProfilePaginatorTypeDef

AlgorithmValidationSpecificationTypeDef#

# AlgorithmValidationSpecificationTypeDef definition

class AlgorithmValidationSpecificationTypeDef(TypedDict):
    ValidationRole: str,
    ValidationProfiles: Sequence[AlgorithmValidationProfileTypeDef],  # (1)
  1. See AlgorithmValidationProfileTypeDef

ModelPackageValidationSpecificationTypeDef#

# ModelPackageValidationSpecificationTypeDef definition

class ModelPackageValidationSpecificationTypeDef(TypedDict):
    ValidationRole: str,
    ValidationProfiles: Sequence[ModelPackageValidationProfileTypeDef],  # (1)
  1. See ModelPackageValidationProfileTypeDef

TrialComponentPaginatorTypeDef#

# TrialComponentPaginatorTypeDef definition

class TrialComponentPaginatorTypeDef(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[TrialComponentSourceDetailPaginatorTypeDef],  # (10)
    LineageGroupArn: NotRequired[str],
    Tags: NotRequired[List[TagTypeDef]],  # (11)
    Parents: NotRequired[List[ParentTypeDef]],  # (12)
    RunName: NotRequired[str],
  1. See TrialComponentSourceTypeDef
  2. See TrialComponentStatusTypeDef
  3. See UserContextTypeDef
  4. See UserContextTypeDef
  5. See TrialComponentParameterValueTypeDef
  6. See TrialComponentArtifactTypeDef
  7. See TrialComponentArtifactTypeDef
  8. See TrialComponentMetricSummaryTypeDef
  9. See MetadataPropertiesTypeDef
  10. See TrialComponentSourceDetailPaginatorTypeDef
  11. See TagTypeDef
  12. See ParentTypeDef

TrialComponentTypeDef#

# TrialComponentTypeDef definition

class TrialComponentTypeDef(TypedDict):
    TrialComponentName: NotRequired[str],
    DisplayName: NotRequired[str],
    TrialComponentArn: NotRequired[str],
    Source: NotRequired[TrialComponentSourceTypeDef],  # (1)
    Status: NotRequired[TrialComponentStatusTypeDef],  # (2)
    StartTime: NotRequired[datetime],
    EndTime: NotRequired[datetime],
    CreationTime: NotRequired[datetime],
    CreatedBy: NotRequired[UserContextTypeDef],  # (3)
    LastModifiedTime: NotRequired[datetime],
    LastModifiedBy: NotRequired[UserContextTypeDef],  # (3)
    Parameters: NotRequired[Dict[str, TrialComponentParameterValueTypeDef]],  # (5)
    InputArtifacts: NotRequired[Dict[str, TrialComponentArtifactTypeDef]],  # (6)
    OutputArtifacts: NotRequired[Dict[str, TrialComponentArtifactTypeDef]],  # (6)
    Metrics: NotRequired[List[TrialComponentMetricSummaryTypeDef]],  # (8)
    MetadataProperties: NotRequired[MetadataPropertiesTypeDef],  # (9)
    SourceDetail: NotRequired[TrialComponentSourceDetailTypeDef],  # (10)
    LineageGroupArn: NotRequired[str],
    Tags: NotRequired[List[TagTypeDef]],  # (11)
    Parents: NotRequired[List[ParentTypeDef]],  # (12)
    RunName: NotRequired[str],
  1. See TrialComponentSourceTypeDef
  2. See TrialComponentStatusTypeDef
  3. See UserContextTypeDef
  4. See UserContextTypeDef
  5. See TrialComponentParameterValueTypeDef
  6. See TrialComponentArtifactTypeDef
  7. See TrialComponentArtifactTypeDef
  8. See TrialComponentMetricSummaryTypeDef
  9. See MetadataPropertiesTypeDef
  10. See TrialComponentSourceDetailTypeDef
  11. See TagTypeDef
  12. See ParentTypeDef

BatchDescribeModelPackageOutputTypeDef#

# BatchDescribeModelPackageOutputTypeDef definition

class BatchDescribeModelPackageOutputTypeDef(TypedDict):
    ModelPackageSummaries: Dict[str, BatchDescribeModelPackageSummaryTypeDef],  # (1)
    BatchDescribeModelPackageErrorMap: Dict[str, BatchDescribeModelPackageErrorTypeDef],  # (2)
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)
  1. See BatchDescribeModelPackageSummaryTypeDef
  2. See BatchDescribeModelPackageErrorTypeDef
  3. See ResponseMetadataTypeDef

ModelDashboardMonitoringSchedulePaginatorTypeDef#

# ModelDashboardMonitoringSchedulePaginatorTypeDef definition

class ModelDashboardMonitoringSchedulePaginatorTypeDef(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[MonitoringScheduleConfigPaginatorTypeDef],  # (3)
    EndpointName: NotRequired[str],
    MonitoringAlertSummaries: NotRequired[List[MonitoringAlertSummaryTypeDef]],  # (4)
    LastMonitoringExecutionSummary: NotRequired[MonitoringExecutionSummaryTypeDef],  # (5)
    BatchTransformInput: NotRequired[BatchTransformInputPaginatorTypeDef],  # (6)
  1. See ScheduleStatusType
  2. See MonitoringTypeType
  3. See MonitoringScheduleConfigPaginatorTypeDef
  4. See MonitoringAlertSummaryTypeDef
  5. See MonitoringExecutionSummaryTypeDef
  6. See BatchTransformInputPaginatorTypeDef

MonitoringSchedulePaginatorTypeDef#

# MonitoringSchedulePaginatorTypeDef definition

class MonitoringSchedulePaginatorTypeDef(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[MonitoringScheduleConfigPaginatorTypeDef],  # (3)
    EndpointName: NotRequired[str],
    LastMonitoringExecutionSummary: NotRequired[MonitoringExecutionSummaryTypeDef],  # (4)
    Tags: NotRequired[List[TagTypeDef]],  # (5)
  1. See ScheduleStatusType
  2. See MonitoringTypeType
  3. See MonitoringScheduleConfigPaginatorTypeDef
  4. See MonitoringExecutionSummaryTypeDef
  5. See TagTypeDef

CreateMonitoringScheduleRequestRequestTypeDef#

# CreateMonitoringScheduleRequestRequestTypeDef definition

class CreateMonitoringScheduleRequestRequestTypeDef(TypedDict):
    MonitoringScheduleName: str,
    MonitoringScheduleConfig: MonitoringScheduleConfigTypeDef,  # (1)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)
  1. See MonitoringScheduleConfigTypeDef
  2. See TagTypeDef

DescribeMonitoringScheduleResponseTypeDef#

# DescribeMonitoringScheduleResponseTypeDef definition

class DescribeMonitoringScheduleResponseTypeDef(TypedDict):
    MonitoringScheduleArn: str,
    MonitoringScheduleName: str,
    MonitoringScheduleStatus: ScheduleStatusType,  # (1)
    MonitoringType: MonitoringTypeType,  # (2)
    FailureReason: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    MonitoringScheduleConfig: MonitoringScheduleConfigTypeDef,  # (3)
    EndpointName: str,
    LastMonitoringExecutionSummary: MonitoringExecutionSummaryTypeDef,  # (4)
    ResponseMetadata: ResponseMetadataTypeDef,  # (5)
  1. See ScheduleStatusType
  2. See MonitoringTypeType
  3. See MonitoringScheduleConfigTypeDef
  4. See MonitoringExecutionSummaryTypeDef
  5. See ResponseMetadataTypeDef

ModelDashboardMonitoringScheduleTypeDef#

# ModelDashboardMonitoringScheduleTypeDef definition

class ModelDashboardMonitoringScheduleTypeDef(TypedDict):
    MonitoringScheduleArn: NotRequired[str],
    MonitoringScheduleName: NotRequired[str],
    MonitoringScheduleStatus: NotRequired[ScheduleStatusType],  # (1)
    MonitoringType: NotRequired[MonitoringTypeType],  # (2)
    FailureReason: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    MonitoringScheduleConfig: NotRequired[MonitoringScheduleConfigTypeDef],  # (3)
    EndpointName: NotRequired[str],
    MonitoringAlertSummaries: NotRequired[List[MonitoringAlertSummaryTypeDef]],  # (4)
    LastMonitoringExecutionSummary: NotRequired[MonitoringExecutionSummaryTypeDef],  # (5)
    BatchTransformInput: NotRequired[BatchTransformInputTypeDef],  # (6)
  1. See ScheduleStatusType
  2. See MonitoringTypeType
  3. See MonitoringScheduleConfigTypeDef
  4. See MonitoringAlertSummaryTypeDef
  5. See MonitoringExecutionSummaryTypeDef
  6. See BatchTransformInputTypeDef

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[MonitoringScheduleConfigTypeDef],  # (3)
    EndpointName: NotRequired[str],
    LastMonitoringExecutionSummary: NotRequired[MonitoringExecutionSummaryTypeDef],  # (4)
    Tags: NotRequired[List[TagTypeDef]],  # (5)
  1. See ScheduleStatusType
  2. See MonitoringTypeType
  3. See MonitoringScheduleConfigTypeDef
  4. See MonitoringExecutionSummaryTypeDef
  5. See TagTypeDef

UpdateMonitoringScheduleRequestRequestTypeDef#

# UpdateMonitoringScheduleRequestRequestTypeDef definition

class UpdateMonitoringScheduleRequestRequestTypeDef(TypedDict):
    MonitoringScheduleName: str,
    MonitoringScheduleConfig: MonitoringScheduleConfigTypeDef,  # (1)
  1. See MonitoringScheduleConfigTypeDef

ModelPackagePaginatorTypeDef#

# ModelPackagePaginatorTypeDef definition

class ModelPackagePaginatorTypeDef(TypedDict):
    ModelPackageName: NotRequired[str],
    ModelPackageGroupName: NotRequired[str],
    ModelPackageVersion: NotRequired[int],
    ModelPackageArn: NotRequired[str],
    ModelPackageDescription: NotRequired[str],
    CreationTime: NotRequired[datetime],
    InferenceSpecification: NotRequired[InferenceSpecificationTypeDef],  # (1)
    SourceAlgorithmSpecification: NotRequired[SourceAlgorithmSpecificationPaginatorTypeDef],  # (2)
    ValidationSpecification: NotRequired[ModelPackageValidationSpecificationPaginatorTypeDef],  # (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[AdditionalInferenceSpecificationDefinitionPaginatorTypeDef]],  # (11)
    SourceUri: NotRequired[str],
    Tags: NotRequired[List[TagTypeDef]],  # (12)
    CustomerMetadataProperties: NotRequired[Dict[str, str]],
    DriftCheckBaselines: NotRequired[DriftCheckBaselinesTypeDef],  # (13)
    SkipModelValidation: NotRequired[SkipModelValidationType],  # (14)
  1. See InferenceSpecificationTypeDef
  2. See SourceAlgorithmSpecificationPaginatorTypeDef
  3. See ModelPackageValidationSpecificationPaginatorTypeDef
  4. See ModelPackageStatusType
  5. See ModelPackageStatusDetailsTypeDef
  6. See ModelApprovalStatusType
  7. See UserContextTypeDef
  8. See MetadataPropertiesTypeDef
  9. See ModelMetricsTypeDef
  10. See UserContextTypeDef
  11. See AdditionalInferenceSpecificationDefinitionPaginatorTypeDef
  12. See TagTypeDef
  13. See DriftCheckBaselinesTypeDef
  14. See SkipModelValidationType

CreateAlgorithmInputRequestTypeDef#

# CreateAlgorithmInputRequestTypeDef definition

class CreateAlgorithmInputRequestTypeDef(TypedDict):
    AlgorithmName: str,
    TrainingSpecification: TrainingSpecificationTypeDef,  # (1)
    AlgorithmDescription: NotRequired[str],
    InferenceSpecification: NotRequired[InferenceSpecificationTypeDef],  # (2)
    ValidationSpecification: NotRequired[AlgorithmValidationSpecificationTypeDef],  # (3)
    CertifyForMarketplace: NotRequired[bool],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (4)
  1. See TrainingSpecificationTypeDef
  2. See InferenceSpecificationTypeDef
  3. See AlgorithmValidationSpecificationTypeDef
  4. See TagTypeDef

DescribeAlgorithmOutputTypeDef#

# DescribeAlgorithmOutputTypeDef definition

class DescribeAlgorithmOutputTypeDef(TypedDict):
    AlgorithmName: str,
    AlgorithmArn: str,
    AlgorithmDescription: str,
    CreationTime: datetime,
    TrainingSpecification: TrainingSpecificationTypeDef,  # (1)
    InferenceSpecification: InferenceSpecificationTypeDef,  # (2)
    ValidationSpecification: AlgorithmValidationSpecificationTypeDef,  # (3)
    AlgorithmStatus: AlgorithmStatusType,  # (4)
    AlgorithmStatusDetails: AlgorithmStatusDetailsTypeDef,  # (5)
    ProductId: str,
    CertifyForMarketplace: bool,
    ResponseMetadata: ResponseMetadataTypeDef,  # (6)
  1. See TrainingSpecificationTypeDef
  2. See InferenceSpecificationTypeDef
  3. See AlgorithmValidationSpecificationTypeDef
  4. See AlgorithmStatusType
  5. See AlgorithmStatusDetailsTypeDef
  6. See ResponseMetadataTypeDef

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[AdditionalInferenceSpecificationDefinitionTypeDef]],  # (9)
    SkipModelValidation: NotRequired[SkipModelValidationType],  # (10)
    SourceUri: NotRequired[str],
  1. See InferenceSpecificationTypeDef
  2. See ModelPackageValidationSpecificationTypeDef
  3. See SourceAlgorithmSpecificationTypeDef
  4. See TagTypeDef
  5. See ModelApprovalStatusType
  6. See MetadataPropertiesTypeDef
  7. See ModelMetricsTypeDef
  8. See DriftCheckBaselinesTypeDef
  9. See AdditionalInferenceSpecificationDefinitionTypeDef
  10. See SkipModelValidationType

DescribeModelPackageOutputTypeDef#

# DescribeModelPackageOutputTypeDef definition

class DescribeModelPackageOutputTypeDef(TypedDict):
    ModelPackageName: str,
    ModelPackageGroupName: str,
    ModelPackageVersion: int,
    ModelPackageArn: str,
    ModelPackageDescription: str,
    CreationTime: datetime,
    InferenceSpecification: InferenceSpecificationTypeDef,  # (1)
    SourceAlgorithmSpecification: SourceAlgorithmSpecificationTypeDef,  # (2)
    ValidationSpecification: ModelPackageValidationSpecificationTypeDef,  # (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[AdditionalInferenceSpecificationDefinitionTypeDef],  # (12)
    SkipModelValidation: SkipModelValidationType,  # (13)
    SourceUri: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (14)
  1. See InferenceSpecificationTypeDef
  2. See SourceAlgorithmSpecificationTypeDef
  3. See ModelPackageValidationSpecificationTypeDef
  4. See ModelPackageStatusType
  5. See ModelPackageStatusDetailsTypeDef
  6. See ModelApprovalStatusType
  7. See UserContextTypeDef
  8. See MetadataPropertiesTypeDef
  9. See ModelMetricsTypeDef
  10. See UserContextTypeDef
  11. See DriftCheckBaselinesTypeDef
  12. See AdditionalInferenceSpecificationDefinitionTypeDef
  13. See SkipModelValidationType
  14. 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[InferenceSpecificationTypeDef],  # (1)
    SourceAlgorithmSpecification: NotRequired[SourceAlgorithmSpecificationTypeDef],  # (2)
    ValidationSpecification: NotRequired[ModelPackageValidationSpecificationTypeDef],  # (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[AdditionalInferenceSpecificationDefinitionTypeDef]],  # (11)
    SourceUri: NotRequired[str],
    Tags: NotRequired[List[TagTypeDef]],  # (12)
    CustomerMetadataProperties: NotRequired[Dict[str, str]],
    DriftCheckBaselines: NotRequired[DriftCheckBaselinesTypeDef],  # (13)
    SkipModelValidation: NotRequired[SkipModelValidationType],  # (14)
  1. See InferenceSpecificationTypeDef
  2. See SourceAlgorithmSpecificationTypeDef
  3. See ModelPackageValidationSpecificationTypeDef
  4. See ModelPackageStatusType
  5. See ModelPackageStatusDetailsTypeDef
  6. See ModelApprovalStatusType
  7. See UserContextTypeDef
  8. See MetadataPropertiesTypeDef
  9. See ModelMetricsTypeDef
  10. See UserContextTypeDef
  11. See AdditionalInferenceSpecificationDefinitionTypeDef
  12. See TagTypeDef
  13. See DriftCheckBaselinesTypeDef
  14. See SkipModelValidationType

ModelDashboardModelPaginatorTypeDef#

# ModelDashboardModelPaginatorTypeDef definition

class ModelDashboardModelPaginatorTypeDef(TypedDict):
    Model: NotRequired[ModelPaginatorTypeDef],  # (1)
    Endpoints: NotRequired[List[ModelDashboardEndpointTypeDef]],  # (2)
    LastBatchTransformJob: NotRequired[TransformJobTypeDef],  # (3)
    MonitoringSchedules: NotRequired[List[ModelDashboardMonitoringSchedulePaginatorTypeDef]],  # (4)
    ModelCard: NotRequired[ModelDashboardModelCardTypeDef],  # (5)
  1. See ModelPaginatorTypeDef
  2. See ModelDashboardEndpointTypeDef
  3. See TransformJobTypeDef
  4. See ModelDashboardMonitoringSchedulePaginatorTypeDef
  5. See ModelDashboardModelCardTypeDef

EndpointPaginatorTypeDef#

# EndpointPaginatorTypeDef definition

class EndpointPaginatorTypeDef(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[MonitoringSchedulePaginatorTypeDef]],  # (4)
    Tags: NotRequired[List[TagTypeDef]],  # (5)
    ShadowProductionVariants: NotRequired[List[ProductionVariantSummaryTypeDef]],  # (1)
  1. See ProductionVariantSummaryTypeDef
  2. See DataCaptureConfigSummaryTypeDef
  3. See EndpointStatusType
  4. See MonitoringSchedulePaginatorTypeDef
  5. See TagTypeDef
  6. See ProductionVariantSummaryTypeDef

ModelDashboardModelTypeDef#

# ModelDashboardModelTypeDef definition

class ModelDashboardModelTypeDef(TypedDict):
    Model: NotRequired[ModelTypeDef],  # (1)
    Endpoints: NotRequired[List[ModelDashboardEndpointTypeDef]],  # (2)
    LastBatchTransformJob: NotRequired[TransformJobTypeDef],  # (3)
    MonitoringSchedules: NotRequired[List[ModelDashboardMonitoringScheduleTypeDef]],  # (4)
    ModelCard: NotRequired[ModelDashboardModelCardTypeDef],  # (5)
  1. See ModelTypeDef
  2. See ModelDashboardEndpointTypeDef
  3. See TransformJobTypeDef
  4. See ModelDashboardMonitoringScheduleTypeDef
  5. See ModelDashboardModelCardTypeDef

EndpointTypeDef#

# EndpointTypeDef definition

class EndpointTypeDef(TypedDict):
    EndpointName: str,
    EndpointArn: str,
    EndpointConfigName: str,
    EndpointStatus: EndpointStatusType,  # (3)
    CreationTime: datetime,
    LastModifiedTime: datetime,
    ProductionVariants: NotRequired[List[ProductionVariantSummaryTypeDef]],  # (1)
    DataCaptureConfig: NotRequired[DataCaptureConfigSummaryTypeDef],  # (2)
    FailureReason: NotRequired[str],
    MonitoringSchedules: NotRequired[List[MonitoringScheduleTypeDef]],  # (4)
    Tags: NotRequired[List[TagTypeDef]],  # (5)
    ShadowProductionVariants: NotRequired[List[ProductionVariantSummaryTypeDef]],  # (1)
  1. See ProductionVariantSummaryTypeDef
  2. See DataCaptureConfigSummaryTypeDef
  3. See EndpointStatusType
  4. See MonitoringScheduleTypeDef
  5. See TagTypeDef
  6. See ProductionVariantSummaryTypeDef

SearchRecordPaginatorTypeDef#

# SearchRecordPaginatorTypeDef definition

class SearchRecordPaginatorTypeDef(TypedDict):
    TrainingJob: NotRequired[TrainingJobPaginatorTypeDef],  # (1)
    Experiment: NotRequired[ExperimentTypeDef],  # (2)
    Trial: NotRequired[TrialTypeDef],  # (3)
    TrialComponent: NotRequired[TrialComponentPaginatorTypeDef],  # (4)
    Endpoint: NotRequired[EndpointPaginatorTypeDef],  # (5)
    ModelPackage: NotRequired[ModelPackagePaginatorTypeDef],  # (6)
    ModelPackageGroup: NotRequired[ModelPackageGroupTypeDef],  # (7)
    Pipeline: NotRequired[PipelineTypeDef],  # (8)
    PipelineExecution: NotRequired[PipelineExecutionTypeDef],  # (9)
    FeatureGroup: NotRequired[FeatureGroupTypeDef],  # (10)
    FeatureMetadata: NotRequired[FeatureMetadataTypeDef],  # (11)
    Project: NotRequired[ProjectPaginatorTypeDef],  # (12)
    HyperParameterTuningJob: NotRequired[HyperParameterTuningJobSearchEntityPaginatorTypeDef],  # (13)
    ModelCard: NotRequired[ModelCardTypeDef],  # (14)
    Model: NotRequired[ModelDashboardModelPaginatorTypeDef],  # (15)
  1. See TrainingJobPaginatorTypeDef
  2. See ExperimentTypeDef
  3. See TrialTypeDef
  4. See TrialComponentPaginatorTypeDef
  5. See EndpointPaginatorTypeDef
  6. See ModelPackagePaginatorTypeDef
  7. See ModelPackageGroupTypeDef
  8. See PipelineTypeDef
  9. See PipelineExecutionTypeDef
  10. See FeatureGroupTypeDef
  11. See FeatureMetadataTypeDef
  12. See ProjectPaginatorTypeDef
  13. See HyperParameterTuningJobSearchEntityPaginatorTypeDef
  14. See ModelCardTypeDef
  15. See ModelDashboardModelPaginatorTypeDef

SearchRecordTypeDef#

# SearchRecordTypeDef definition

class SearchRecordTypeDef(TypedDict):
    TrainingJob: NotRequired[TrainingJobTypeDef],  # (1)
    Experiment: NotRequired[ExperimentTypeDef],  # (2)
    Trial: NotRequired[TrialTypeDef],  # (3)
    TrialComponent: NotRequired[TrialComponentTypeDef],  # (4)
    Endpoint: NotRequired[EndpointTypeDef],  # (5)
    ModelPackage: NotRequired[ModelPackageTypeDef],  # (6)
    ModelPackageGroup: NotRequired[ModelPackageGroupTypeDef],  # (7)
    Pipeline: NotRequired[PipelineTypeDef],  # (8)
    PipelineExecution: NotRequired[PipelineExecutionTypeDef],  # (9)
    FeatureGroup: NotRequired[FeatureGroupTypeDef],  # (10)
    FeatureMetadata: NotRequired[FeatureMetadataTypeDef],  # (11)
    Project: NotRequired[ProjectTypeDef],  # (12)
    HyperParameterTuningJob: NotRequired[HyperParameterTuningJobSearchEntityTypeDef],  # (13)
    ModelCard: NotRequired[ModelCardTypeDef],  # (14)
    Model: NotRequired[ModelDashboardModelTypeDef],  # (15)
  1. See TrainingJobTypeDef
  2. See ExperimentTypeDef
  3. See TrialTypeDef
  4. See TrialComponentTypeDef
  5. See EndpointTypeDef
  6. See ModelPackageTypeDef
  7. See ModelPackageGroupTypeDef
  8. See PipelineTypeDef
  9. See PipelineExecutionTypeDef
  10. See FeatureGroupTypeDef
  11. See FeatureMetadataTypeDef
  12. See ProjectTypeDef
  13. See HyperParameterTuningJobSearchEntityTypeDef
  14. See ModelCardTypeDef
  15. See ModelDashboardModelTypeDef

SearchResponsePaginatorTypeDef#

# SearchResponsePaginatorTypeDef definition

class SearchResponsePaginatorTypeDef(TypedDict):
    Results: List[SearchRecordPaginatorTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See SearchRecordPaginatorTypeDef
  2. See ResponseMetadataTypeDef

SearchResponseTypeDef#

# SearchResponseTypeDef definition

class SearchResponseTypeDef(TypedDict):
    Results: List[SearchRecordTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
  1. See SearchRecordTypeDef
  2. See ResponseMetadataTypeDef