Typed dictionaries

Index > SageMaker > Typed dictionaries

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

ActionSourceTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ActionSourceTypeDef

def get_value() -> ActionSourceTypeDef:
    return {
        "SourceUri": ...,
    }

Definition

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

AddAssociationRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AddAssociationRequestRequestTypeDef

def get_value() -> AddAssociationRequestRequestTypeDef:
    return {
        "SourceArn": ...,
        "DestinationArn": ...,
    }

Definition

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

1. See AssociationEdgeTypeType

ResponseMetadataTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ResponseMetadataTypeDef

def get_value() -> ResponseMetadataTypeDef:
    return {
        "RequestId": ...,
        "HostId": ...,
        "HTTPStatusCode": ...,
        "HTTPHeaders": ...,
        "RetryAttempts": ...,
    }

Definition

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

TagTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TagTypeDef

def get_value() -> TagTypeDef:
    return {
        "Key": ...,
        "Value": ...,
    }

Definition

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

AgentVersionTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AgentVersionTypeDef

def get_value() -> AgentVersionTypeDef:
    return {
        "Version": ...,
        "AgentCount": ...,
    }

Definition

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

AlarmTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AlarmTypeDef

def get_value() -> AlarmTypeDef:
    return {
        "AlarmName": ...,
    }

Definition

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

MetricDefinitionTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MetricDefinitionTypeDef

def get_value() -> MetricDefinitionTypeDef:
    return {
        "Name": ...,
        "Regex": ...,
    }

Definition

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

AlgorithmStatusItemTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AlgorithmStatusItemTypeDef

def get_value() -> AlgorithmStatusItemTypeDef:
    return {
        "Name": ...,
        "Status": ...,
    }

Definition

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

1. See DetailedAlgorithmStatusType

AlgorithmSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AlgorithmSummaryTypeDef

def get_value() -> AlgorithmSummaryTypeDef:
    return {
        "AlgorithmName": ...,
        "AlgorithmArn": ...,
        "CreationTime": ...,
        "AlgorithmStatus": ...,
    }

Definition

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

1. See AlgorithmStatusType

AnnotationConsolidationConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AnnotationConsolidationConfigTypeDef

def get_value() -> AnnotationConsolidationConfigTypeDef:
    return {
        "AnnotationConsolidationLambdaArn": ...,
    }

Definition

class AnnotationConsolidationConfigTypeDef(TypedDict):
    AnnotationConsolidationLambdaArn: str,

AppDetailsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AppDetailsTypeDef

def get_value() -> AppDetailsTypeDef:
    return {
        "DomainId": ...,
    }

Definition

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

1. See AppTypeType
2. See AppStatusType

AppSpecificationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AppSpecificationTypeDef

def get_value() -> AppSpecificationTypeDef:
    return {
        "ImageUri": ...,
    }

Definition

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

ArtifactSourceTypeTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ArtifactSourceTypeTypeDef

def get_value() -> ArtifactSourceTypeTypeDef:
    return {
        "SourceIdType": ...,
        "Value": ...,
    }

Definition

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

1. See ArtifactSourceIdTypeType

AssociateTrialComponentRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AssociateTrialComponentRequestRequestTypeDef

def get_value() -> AssociateTrialComponentRequestRequestTypeDef:
    return {
        "TrialComponentName": ...,
        "TrialName": ...,
    }

Definition

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

AsyncInferenceClientConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AsyncInferenceClientConfigTypeDef

def get_value() -> AsyncInferenceClientConfigTypeDef:
    return {
        "MaxConcurrentInvocationsPerInstance": ...,
    }

Definition

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

AsyncInferenceNotificationConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AsyncInferenceNotificationConfigTypeDef

def get_value() -> AsyncInferenceNotificationConfigTypeDef:
    return {
        "SuccessTopic": ...,
    }

Definition

class AsyncInferenceNotificationConfigTypeDef(TypedDict):
    SuccessTopic: NotRequired[str],
    ErrorTopic: NotRequired[str],

AthenaDatasetDefinitionTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AthenaDatasetDefinitionTypeDef

def get_value() -> AthenaDatasetDefinitionTypeDef:
    return {
        "Catalog": ...,
        "Database": ...,
        "QueryString": ...,
        "OutputS3Uri": ...,
        "OutputFormat": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import AutoMLAlgorithmConfigTypeDef

def get_value() -> AutoMLAlgorithmConfigTypeDef:
    return {
        "AutoMLAlgorithms": ...,
    }

Definition

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

1. See AutoMLAlgorithmType

AutoMLCandidateStepTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AutoMLCandidateStepTypeDef

def get_value() -> AutoMLCandidateStepTypeDef:
    return {
        "CandidateStepType": ...,
        "CandidateStepArn": ...,
        "CandidateStepName": ...,
    }

Definition

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

1. See CandidateStepTypeType

AutoMLContainerDefinitionTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AutoMLContainerDefinitionTypeDef

def get_value() -> AutoMLContainerDefinitionTypeDef:
    return {
        "Image": ...,
        "ModelDataUrl": ...,
    }

Definition

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

FinalAutoMLJobObjectiveMetricTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import FinalAutoMLJobObjectiveMetricTypeDef

def get_value() -> FinalAutoMLJobObjectiveMetricTypeDef:
    return {
        "MetricName": ...,
        "Value": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import AutoMLS3DataSourceTypeDef

def get_value() -> AutoMLS3DataSourceTypeDef:
    return {
        "S3DataType": ...,
        "S3Uri": ...,
    }

Definition

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

1. See AutoMLS3DataTypeType

AutoMLDataSplitConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AutoMLDataSplitConfigTypeDef

def get_value() -> AutoMLDataSplitConfigTypeDef:
    return {
        "ValidationFraction": ...,
    }

Definition

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

AutoMLJobArtifactsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AutoMLJobArtifactsTypeDef

def get_value() -> AutoMLJobArtifactsTypeDef:
    return {
        "CandidateDefinitionNotebookLocation": ...,
    }

Definition

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

AutoMLJobCompletionCriteriaTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AutoMLJobCompletionCriteriaTypeDef

def get_value() -> AutoMLJobCompletionCriteriaTypeDef:
    return {
        "MaxCandidates": ...,
    }

Definition

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

AutoMLJobObjectiveTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AutoMLJobObjectiveTypeDef

def get_value() -> AutoMLJobObjectiveTypeDef:
    return {
        "MetricName": ...,
    }

Definition

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

1. See AutoMLMetricEnumType

AutoMLJobStepMetadataTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AutoMLJobStepMetadataTypeDef

def get_value() -> AutoMLJobStepMetadataTypeDef:
    return {
        "Arn": ...,
    }

Definition

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

AutoMLPartialFailureReasonTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AutoMLPartialFailureReasonTypeDef

def get_value() -> AutoMLPartialFailureReasonTypeDef:
    return {
        "PartialFailureMessage": ...,
    }

Definition

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

AutoMLOutputDataConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AutoMLOutputDataConfigTypeDef

def get_value() -> AutoMLOutputDataConfigTypeDef:
    return {
        "S3OutputPath": ...,
    }

Definition

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

VpcConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import VpcConfigTypeDef

def get_value() -> VpcConfigTypeDef:
    return {
        "SecurityGroupIds": ...,
        "Subnets": ...,
    }

Definition

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

BatchDataCaptureConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import BatchDataCaptureConfigTypeDef

def get_value() -> BatchDataCaptureConfigTypeDef:
    return {
        "DestinationS3Uri": ...,
    }

Definition

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

BatchDescribeModelPackageErrorTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import BatchDescribeModelPackageErrorTypeDef

def get_value() -> BatchDescribeModelPackageErrorTypeDef:
    return {
        "ErrorCode": ...,
        "ErrorResponse": ...,
    }

Definition

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

BatchDescribeModelPackageInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import BatchDescribeModelPackageInputRequestTypeDef

def get_value() -> BatchDescribeModelPackageInputRequestTypeDef:
    return {
        "ModelPackageArnList": ...,
    }

Definition

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

BestObjectiveNotImprovingTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import BestObjectiveNotImprovingTypeDef

def get_value() -> BestObjectiveNotImprovingTypeDef:
    return {
        "MaxNumberOfTrainingJobsNotImproving": ...,
    }

Definition

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

MetricsSourceTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MetricsSourceTypeDef

def get_value() -> MetricsSourceTypeDef:
    return {
        "ContentType": ...,
        "S3Uri": ...,
    }

Definition

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

CacheHitResultTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CacheHitResultTypeDef

def get_value() -> CacheHitResultTypeDef:
    return {
        "SourcePipelineExecutionArn": ...,
    }

Definition

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

OutputParameterTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import OutputParameterTypeDef

def get_value() -> OutputParameterTypeDef:
    return {
        "Name": ...,
        "Value": ...,
    }

Definition

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

CandidateArtifactLocationsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CandidateArtifactLocationsTypeDef

def get_value() -> CandidateArtifactLocationsTypeDef:
    return {
        "Explainability": ...,
    }

Definition

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

MetricDatumTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MetricDatumTypeDef

def get_value() -> MetricDatumTypeDef:
    return {
        "MetricName": ...,
    }

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

TimeSeriesForecastingSettingsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TimeSeriesForecastingSettingsTypeDef

def get_value() -> TimeSeriesForecastingSettingsTypeDef:
    return {
        "Status": ...,
    }

Definition

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

1. See FeatureStatusType

CapacitySizeTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CapacitySizeTypeDef

def get_value() -> CapacitySizeTypeDef:
    return {
        "Type": ...,
        "Value": ...,
    }

Definition

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

1. See CapacitySizeTypeType

CaptureContentTypeHeaderTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CaptureContentTypeHeaderTypeDef

def get_value() -> CaptureContentTypeHeaderTypeDef:
    return {
        "CsvContentTypes": ...,
    }

Definition

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

CaptureOptionTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CaptureOptionTypeDef

def get_value() -> CaptureOptionTypeDef:
    return {
        "CaptureMode": ...,
    }

Definition

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

1. See CaptureModeType

CategoricalParameterRangeSpecificationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CategoricalParameterRangeSpecificationTypeDef

def get_value() -> CategoricalParameterRangeSpecificationTypeDef:
    return {
        "Values": ...,
    }

Definition

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

CategoricalParameterRangeTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CategoricalParameterRangeTypeDef

def get_value() -> CategoricalParameterRangeTypeDef:
    return {
        "Name": ...,
        "Values": ...,
    }

Definition

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

CategoricalParameterTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CategoricalParameterTypeDef

def get_value() -> CategoricalParameterTypeDef:
    return {
        "Name": ...,
        "Value": ...,
    }

Definition

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

ChannelSpecificationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ChannelSpecificationTypeDef

def get_value() -> ChannelSpecificationTypeDef:
    return {
        "Name": ...,
        "SupportedContentTypes": ...,
        "SupportedInputModes": ...,
    }

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

ShuffleConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ShuffleConfigTypeDef

def get_value() -> ShuffleConfigTypeDef:
    return {
        "Seed": ...,
    }

Definition

class ShuffleConfigTypeDef(TypedDict):
    Seed: int,

CheckpointConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CheckpointConfigTypeDef

def get_value() -> CheckpointConfigTypeDef:
    return {
        "S3Uri": ...,
    }

Definition

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

ClarifyCheckStepMetadataTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ClarifyCheckStepMetadataTypeDef

def get_value() -> ClarifyCheckStepMetadataTypeDef:
    return {
        "CheckType": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ClarifyInferenceConfigTypeDef

def get_value() -> ClarifyInferenceConfigTypeDef:
    return {
        "FeaturesAttribute": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ClarifyShapBaselineConfigTypeDef

def get_value() -> ClarifyShapBaselineConfigTypeDef:
    return {
        "MimeType": ...,
    }

Definition

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

ClarifyTextConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ClarifyTextConfigTypeDef

def get_value() -> ClarifyTextConfigTypeDef:
    return {
        "Language": ...,
        "Granularity": ...,
    }

Definition

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

1. See ClarifyTextLanguageType
2. See ClarifyTextGranularityType

GitConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import GitConfigTypeDef

def get_value() -> GitConfigTypeDef:
    return {
        "RepositoryUrl": ...,
    }

Definition

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

CodeRepositoryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CodeRepositoryTypeDef

def get_value() -> CodeRepositoryTypeDef:
    return {
        "RepositoryUrl": ...,
    }

Definition

class CodeRepositoryTypeDef(TypedDict):
    RepositoryUrl: str,

CognitoConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CognitoConfigTypeDef

def get_value() -> CognitoConfigTypeDef:
    return {
        "UserPool": ...,
        "ClientId": ...,
    }

Definition

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

CognitoMemberDefinitionTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CognitoMemberDefinitionTypeDef

def get_value() -> CognitoMemberDefinitionTypeDef:
    return {
        "UserPool": ...,
        "UserGroup": ...,
        "ClientId": ...,
    }

Definition

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

CollectionConfigurationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CollectionConfigurationTypeDef

def get_value() -> CollectionConfigurationTypeDef:
    return {
        "CollectionName": ...,
    }

Definition

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

CompilationJobSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CompilationJobSummaryTypeDef

def get_value() -> CompilationJobSummaryTypeDef:
    return {
        "CompilationJobName": ...,
        "CompilationJobArn": ...,
        "CreationTime": ...,
        "CompilationJobStatus": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ConditionStepMetadataTypeDef

def get_value() -> ConditionStepMetadataTypeDef:
    return {
        "Outcome": ...,
    }

Definition

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

1. See ConditionOutcomeType

MultiModelConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MultiModelConfigTypeDef

def get_value() -> MultiModelConfigTypeDef:
    return {
        "ModelCacheSetting": ...,
    }

Definition

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

1. See ModelCacheSettingType

ContextSourceTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ContextSourceTypeDef

def get_value() -> ContextSourceTypeDef:
    return {
        "SourceUri": ...,
    }

Definition

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

ContinuousParameterRangeSpecificationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ContinuousParameterRangeSpecificationTypeDef

def get_value() -> ContinuousParameterRangeSpecificationTypeDef:
    return {
        "MinValue": ...,
        "MaxValue": ...,
    }

Definition

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

ContinuousParameterRangeTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ContinuousParameterRangeTypeDef

def get_value() -> ContinuousParameterRangeTypeDef:
    return {
        "Name": ...,
        "MinValue": ...,
        "MaxValue": ...,
    }

Definition

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

1. See HyperParameterScalingTypeType

ConvergenceDetectedTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ConvergenceDetectedTypeDef

def get_value() -> ConvergenceDetectedTypeDef:
    return {
        "CompleteOnConvergence": ...,
    }

Definition

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

1. See CompleteOnConvergenceType

MetadataPropertiesTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MetadataPropertiesTypeDef

def get_value() -> MetadataPropertiesTypeDef:
    return {
        "CommitId": ...,
    }

Definition

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

ResourceSpecTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ResourceSpecTypeDef

def get_value() -> ResourceSpecTypeDef:
    return {
        "SageMakerImageArn": ...,
    }

Definition

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

1. See AppInstanceTypeType

ModelDeployConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelDeployConfigTypeDef

def get_value() -> ModelDeployConfigTypeDef:
    return {
        "AutoGenerateEndpointName": ...,
    }

Definition

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

InputConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import InputConfigTypeDef

def get_value() -> InputConfigTypeDef:
    return {
        "S3Uri": ...,
        "DataInputConfig": ...,
        "Framework": ...,
    }

Definition

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

1. See FrameworkType

NeoVpcConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import NeoVpcConfigTypeDef

def get_value() -> NeoVpcConfigTypeDef:
    return {
        "SecurityGroupIds": ...,
        "Subnets": ...,
    }

Definition

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

StoppingConditionTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import StoppingConditionTypeDef

def get_value() -> StoppingConditionTypeDef:
    return {
        "MaxRuntimeInSeconds": ...,
    }

Definition

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

DataQualityAppSpecificationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DataQualityAppSpecificationTypeDef

def get_value() -> DataQualityAppSpecificationTypeDef:
    return {
        "ImageUri": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringStoppingConditionTypeDef

def get_value() -> MonitoringStoppingConditionTypeDef:
    return {
        "MaxRuntimeInSeconds": ...,
    }

Definition

class MonitoringStoppingConditionTypeDef(TypedDict):
    MaxRuntimeInSeconds: int,

EdgeOutputConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import EdgeOutputConfigTypeDef

def get_value() -> EdgeOutputConfigTypeDef:
    return {
        "S3OutputLocation": ...,
    }

Definition

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

1. See EdgePresetDeploymentTypeType

EdgeDeploymentModelConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import EdgeDeploymentModelConfigTypeDef

def get_value() -> EdgeDeploymentModelConfigTypeDef:
    return {
        "ModelHandle": ...,
        "EdgePackagingJobName": ...,
    }

Definition

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

FeatureDefinitionTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import FeatureDefinitionTypeDef

def get_value() -> FeatureDefinitionTypeDef:
    return {
        "FeatureName": ...,
    }

Definition

class FeatureDefinitionTypeDef(TypedDict):
    FeatureName: NotRequired[str],
    FeatureType: NotRequired[FeatureTypeType],  # (1)

1. See FeatureTypeType

FlowDefinitionOutputConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import FlowDefinitionOutputConfigTypeDef

def get_value() -> FlowDefinitionOutputConfigTypeDef:
    return {
        "S3OutputPath": ...,
    }

Definition

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

HumanLoopRequestSourceTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import HumanLoopRequestSourceTypeDef

def get_value() -> HumanLoopRequestSourceTypeDef:
    return {
        "AwsManagedHumanLoopRequestSource": ...,
    }

Definition

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

1. See AwsManagedHumanLoopRequestSourceType

HubS3StorageConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import HubS3StorageConfigTypeDef

def get_value() -> HubS3StorageConfigTypeDef:
    return {
        "S3OutputPath": ...,
    }

Definition

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

UiTemplateTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UiTemplateTypeDef

def get_value() -> UiTemplateTypeDef:
    return {
        "Content": ...,
    }

Definition

class UiTemplateTypeDef(TypedDict):
    Content: str,

CreateImageVersionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateImageVersionRequestRequestTypeDef

def get_value() -> CreateImageVersionRequestRequestTypeDef:
    return {
        "BaseImage": ...,
        "ClientToken": ...,
        "ImageName": ...,
    }

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

InferenceExperimentScheduleTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import InferenceExperimentScheduleTypeDef

def get_value() -> InferenceExperimentScheduleTypeDef:
    return {
        "StartTime": ...,
    }

Definition

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

LabelingJobOutputConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import LabelingJobOutputConfigTypeDef

def get_value() -> LabelingJobOutputConfigTypeDef:
    return {
        "S3OutputPath": ...,
    }

Definition

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

LabelingJobStoppingConditionsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import LabelingJobStoppingConditionsTypeDef

def get_value() -> LabelingJobStoppingConditionsTypeDef:
    return {
        "MaxHumanLabeledObjectCount": ...,
    }

Definition

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

ModelBiasAppSpecificationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelBiasAppSpecificationTypeDef

def get_value() -> ModelBiasAppSpecificationTypeDef:
    return {
        "ImageUri": ...,
        "ConfigUri": ...,
    }

Definition

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

ModelCardExportOutputConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelCardExportOutputConfigTypeDef

def get_value() -> ModelCardExportOutputConfigTypeDef:
    return {
        "S3OutputPath": ...,
    }

Definition

class ModelCardExportOutputConfigTypeDef(TypedDict):
    S3OutputPath: str,

ModelCardSecurityConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelCardSecurityConfigTypeDef

def get_value() -> ModelCardSecurityConfigTypeDef:
    return {
        "KmsKeyId": ...,
    }

Definition

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

ModelExplainabilityAppSpecificationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelExplainabilityAppSpecificationTypeDef

def get_value() -> ModelExplainabilityAppSpecificationTypeDef:
    return {
        "ImageUri": ...,
        "ConfigUri": ...,
    }

Definition

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

InferenceExecutionConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import InferenceExecutionConfigTypeDef

def get_value() -> InferenceExecutionConfigTypeDef:
    return {
        "Mode": ...,
    }

Definition

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

1. See InferenceExecutionModeType

ModelQualityAppSpecificationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelQualityAppSpecificationTypeDef

def get_value() -> ModelQualityAppSpecificationTypeDef:
    return {
        "ImageUri": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import InstanceMetadataServiceConfigurationTypeDef

def get_value() -> InstanceMetadataServiceConfigurationTypeDef:
    return {
        "MinimumInstanceMetadataServiceVersion": ...,
    }

Definition

class InstanceMetadataServiceConfigurationTypeDef(TypedDict):
    MinimumInstanceMetadataServiceVersion: str,

NotebookInstanceLifecycleHookTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import NotebookInstanceLifecycleHookTypeDef

def get_value() -> NotebookInstanceLifecycleHookTypeDef:
    return {
        "Content": ...,
    }

Definition

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

ParallelismConfigurationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ParallelismConfigurationTypeDef

def get_value() -> ParallelismConfigurationTypeDef:
    return {
        "MaxParallelExecutionSteps": ...,
    }

Definition

class ParallelismConfigurationTypeDef(TypedDict):
    MaxParallelExecutionSteps: int,

PipelineDefinitionS3LocationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import PipelineDefinitionS3LocationTypeDef

def get_value() -> PipelineDefinitionS3LocationTypeDef:
    return {
        "Bucket": ...,
        "ObjectKey": ...,
    }

Definition

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

CreatePresignedDomainUrlRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreatePresignedDomainUrlRequestRequestTypeDef

def get_value() -> CreatePresignedDomainUrlRequestRequestTypeDef:
    return {
        "DomainId": ...,
        "UserProfileName": ...,
    }

Definition

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

CreatePresignedNotebookInstanceUrlInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreatePresignedNotebookInstanceUrlInputRequestTypeDef

def get_value() -> CreatePresignedNotebookInstanceUrlInputRequestTypeDef:
    return {
        "NotebookInstanceName": ...,
    }

Definition

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

ExperimentConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ExperimentConfigTypeDef

def get_value() -> ExperimentConfigTypeDef:
    return {
        "ExperimentName": ...,
    }

Definition

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

ProcessingStoppingConditionTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ProcessingStoppingConditionTypeDef

def get_value() -> ProcessingStoppingConditionTypeDef:
    return {
        "MaxRuntimeInSeconds": ...,
    }

Definition

class ProcessingStoppingConditionTypeDef(TypedDict):
    MaxRuntimeInSeconds: int,

DebugRuleConfigurationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DebugRuleConfigurationTypeDef

def get_value() -> DebugRuleConfigurationTypeDef:
    return {
        "RuleConfigurationName": ...,
        "RuleEvaluatorImage": ...,
    }

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

OutputDataConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import OutputDataConfigTypeDef

def get_value() -> OutputDataConfigTypeDef:
    return {
        "S3OutputPath": ...,
    }

Definition

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

ProfilerConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ProfilerConfigTypeDef

def get_value() -> ProfilerConfigTypeDef:
    return {
        "S3OutputPath": ...,
    }

Definition

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

ProfilerRuleConfigurationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ProfilerRuleConfigurationTypeDef

def get_value() -> ProfilerRuleConfigurationTypeDef:
    return {
        "RuleConfigurationName": ...,
        "RuleEvaluatorImage": ...,
    }

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

RetryStrategyTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import RetryStrategyTypeDef

def get_value() -> RetryStrategyTypeDef:
    return {
        "MaximumRetryAttempts": ...,
    }

Definition

class RetryStrategyTypeDef(TypedDict):
    MaximumRetryAttempts: int,

TensorBoardOutputConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TensorBoardOutputConfigTypeDef

def get_value() -> TensorBoardOutputConfigTypeDef:
    return {
        "S3OutputPath": ...,
    }

Definition

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

DataProcessingTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DataProcessingTypeDef

def get_value() -> DataProcessingTypeDef:
    return {
        "InputFilter": ...,
    }

Definition

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

1. See JoinSourceType

ModelClientConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelClientConfigTypeDef

def get_value() -> ModelClientConfigTypeDef:
    return {
        "InvocationsTimeoutInSeconds": ...,
    }

Definition

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

TransformOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TransformOutputTypeDef

def get_value() -> TransformOutputTypeDef:
    return {
        "S3OutputPath": ...,
    }

Definition

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

1. See AssemblyTypeType

TransformResourcesTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TransformResourcesTypeDef

def get_value() -> TransformResourcesTypeDef:
    return {
        "InstanceType": ...,
        "InstanceCount": ...,
    }

Definition

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

1. See TransformInstanceTypeType

TrialComponentArtifactTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TrialComponentArtifactTypeDef

def get_value() -> TrialComponentArtifactTypeDef:
    return {
        "Value": ...,
    }

Definition

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

TrialComponentParameterValueTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TrialComponentParameterValueTypeDef

def get_value() -> TrialComponentParameterValueTypeDef:
    return {
        "StringValue": ...,
    }

Definition

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

TrialComponentStatusTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TrialComponentStatusTypeDef

def get_value() -> TrialComponentStatusTypeDef:
    return {
        "PrimaryStatus": ...,
    }

Definition

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

1. See TrialComponentPrimaryStatusType

OidcConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import OidcConfigTypeDef

def get_value() -> OidcConfigTypeDef:
    return {
        "ClientId": ...,
        "ClientSecret": ...,
        "Issuer": ...,
        "AuthorizationEndpoint": ...,
        "TokenEndpoint": ...,
        "UserInfoEndpoint": ...,
        "LogoutEndpoint": ...,
        "JwksUri": ...,
    }

Definition

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

SourceIpConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import SourceIpConfigTypeDef

def get_value() -> SourceIpConfigTypeDef:
    return {
        "Cidrs": ...,
    }

Definition

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

WorkforceVpcConfigRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import WorkforceVpcConfigRequestTypeDef

def get_value() -> WorkforceVpcConfigRequestTypeDef:
    return {
        "VpcId": ...,
    }

Definition

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

NotificationConfigurationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import NotificationConfigurationTypeDef

def get_value() -> NotificationConfigurationTypeDef:
    return {
        "NotificationTopicArn": ...,
    }

Definition

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

CustomImageTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CustomImageTypeDef

def get_value() -> CustomImageTypeDef:
    return {
        "ImageName": ...,
        "AppImageConfigName": ...,
    }

Definition

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

DataCaptureConfigSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DataCaptureConfigSummaryTypeDef

def get_value() -> DataCaptureConfigSummaryTypeDef:
    return {
        "EnableCapture": ...,
        "CaptureStatus": ...,
        "CurrentSamplingPercentage": ...,
        "DestinationS3Uri": ...,
        "KmsKeyId": ...,
    }

Definition

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

1. See CaptureStatusType

DataCatalogConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DataCatalogConfigTypeDef

def get_value() -> DataCatalogConfigTypeDef:
    return {
        "TableName": ...,
        "Catalog": ...,
        "Database": ...,
    }

Definition

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

MonitoringConstraintsResourceTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringConstraintsResourceTypeDef

def get_value() -> MonitoringConstraintsResourceTypeDef:
    return {
        "S3Uri": ...,
    }

Definition

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

MonitoringStatisticsResourceTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringStatisticsResourceTypeDef

def get_value() -> MonitoringStatisticsResourceTypeDef:
    return {
        "S3Uri": ...,
    }

Definition

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

EndpointInputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import EndpointInputTypeDef

def get_value() -> EndpointInputTypeDef:
    return {
        "EndpointName": ...,
        "LocalPath": ...,
    }

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],

1. See ProcessingS3InputModeType
2. See ProcessingS3DataDistributionTypeType

FileSystemDataSourceTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import FileSystemDataSourceTypeDef

def get_value() -> FileSystemDataSourceTypeDef:
    return {
        "FileSystemId": ...,
        "FileSystemAccessMode": ...,
        "FileSystemType": ...,
        "DirectoryPath": ...,
    }

Definition

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

1. See FileSystemAccessModeType
2. See FileSystemTypeType

S3DataSourceTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import S3DataSourceTypeDef

def get_value() -> S3DataSourceTypeDef:
    return {
        "S3DataType": ...,
        "S3Uri": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import RedshiftDatasetDefinitionTypeDef

def get_value() -> RedshiftDatasetDefinitionTypeDef:
    return {
        "ClusterId": ...,
        "Database": ...,
        "DbUser": ...,
        "QueryString": ...,
        "ClusterRoleArn": ...,
        "OutputS3Uri": ...,
        "OutputFormat": ...,
    }

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

DebugRuleEvaluationStatusTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DebugRuleEvaluationStatusTypeDef

def get_value() -> DebugRuleEvaluationStatusTypeDef:
    return {
        "RuleConfigurationName": ...,
    }

Definition

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

1. See RuleEvaluationStatusType

DeleteActionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteActionRequestRequestTypeDef

def get_value() -> DeleteActionRequestRequestTypeDef:
    return {
        "ActionName": ...,
    }

Definition

class DeleteActionRequestRequestTypeDef(TypedDict):
    ActionName: str,

DeleteAlgorithmInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteAlgorithmInputRequestTypeDef

def get_value() -> DeleteAlgorithmInputRequestTypeDef:
    return {
        "AlgorithmName": ...,
    }

Definition

class DeleteAlgorithmInputRequestTypeDef(TypedDict):
    AlgorithmName: str,

DeleteAppImageConfigRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteAppImageConfigRequestRequestTypeDef

def get_value() -> DeleteAppImageConfigRequestRequestTypeDef:
    return {
        "AppImageConfigName": ...,
    }

Definition

class DeleteAppImageConfigRequestRequestTypeDef(TypedDict):
    AppImageConfigName: str,

DeleteAppRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteAppRequestRequestTypeDef

def get_value() -> DeleteAppRequestRequestTypeDef:
    return {
        "DomainId": ...,
        "AppType": ...,
        "AppName": ...,
    }

Definition

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

1. See AppTypeType

DeleteAssociationRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteAssociationRequestRequestTypeDef

def get_value() -> DeleteAssociationRequestRequestTypeDef:
    return {
        "SourceArn": ...,
        "DestinationArn": ...,
    }

Definition

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

DeleteCodeRepositoryInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteCodeRepositoryInputRequestTypeDef

def get_value() -> DeleteCodeRepositoryInputRequestTypeDef:
    return {
        "CodeRepositoryName": ...,
    }

Definition

class DeleteCodeRepositoryInputRequestTypeDef(TypedDict):
    CodeRepositoryName: str,

DeleteContextRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteContextRequestRequestTypeDef

def get_value() -> DeleteContextRequestRequestTypeDef:
    return {
        "ContextName": ...,
    }

Definition

class DeleteContextRequestRequestTypeDef(TypedDict):
    ContextName: str,

DeleteDataQualityJobDefinitionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteDataQualityJobDefinitionRequestRequestTypeDef

def get_value() -> DeleteDataQualityJobDefinitionRequestRequestTypeDef:
    return {
        "JobDefinitionName": ...,
    }

Definition

class DeleteDataQualityJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,

DeleteDeviceFleetRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteDeviceFleetRequestRequestTypeDef

def get_value() -> DeleteDeviceFleetRequestRequestTypeDef:
    return {
        "DeviceFleetName": ...,
    }

Definition

class DeleteDeviceFleetRequestRequestTypeDef(TypedDict):
    DeviceFleetName: str,

RetentionPolicyTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import RetentionPolicyTypeDef

def get_value() -> RetentionPolicyTypeDef:
    return {
        "HomeEfsFileSystem": ...,
    }

Definition

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

1. See RetentionTypeType

DeleteEdgeDeploymentPlanRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteEdgeDeploymentPlanRequestRequestTypeDef

def get_value() -> DeleteEdgeDeploymentPlanRequestRequestTypeDef:
    return {
        "EdgeDeploymentPlanName": ...,
    }

Definition

class DeleteEdgeDeploymentPlanRequestRequestTypeDef(TypedDict):
    EdgeDeploymentPlanName: str,

DeleteEdgeDeploymentStageRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteEdgeDeploymentStageRequestRequestTypeDef

def get_value() -> DeleteEdgeDeploymentStageRequestRequestTypeDef:
    return {
        "EdgeDeploymentPlanName": ...,
        "StageName": ...,
    }

Definition

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

DeleteEndpointConfigInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteEndpointConfigInputRequestTypeDef

def get_value() -> DeleteEndpointConfigInputRequestTypeDef:
    return {
        "EndpointConfigName": ...,
    }

Definition

class DeleteEndpointConfigInputRequestTypeDef(TypedDict):
    EndpointConfigName: str,

DeleteEndpointInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteEndpointInputRequestTypeDef

def get_value() -> DeleteEndpointInputRequestTypeDef:
    return {
        "EndpointName": ...,
    }

Definition

class DeleteEndpointInputRequestTypeDef(TypedDict):
    EndpointName: str,

DeleteExperimentRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteExperimentRequestRequestTypeDef

def get_value() -> DeleteExperimentRequestRequestTypeDef:
    return {
        "ExperimentName": ...,
    }

Definition

class DeleteExperimentRequestRequestTypeDef(TypedDict):
    ExperimentName: str,

DeleteFeatureGroupRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteFeatureGroupRequestRequestTypeDef

def get_value() -> DeleteFeatureGroupRequestRequestTypeDef:
    return {
        "FeatureGroupName": ...,
    }

Definition

class DeleteFeatureGroupRequestRequestTypeDef(TypedDict):
    FeatureGroupName: str,

DeleteFlowDefinitionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteFlowDefinitionRequestRequestTypeDef

def get_value() -> DeleteFlowDefinitionRequestRequestTypeDef:
    return {
        "FlowDefinitionName": ...,
    }

Definition

class DeleteFlowDefinitionRequestRequestTypeDef(TypedDict):
    FlowDefinitionName: str,

DeleteHubContentRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteHubContentRequestRequestTypeDef

def get_value() -> DeleteHubContentRequestRequestTypeDef:
    return {
        "HubName": ...,
        "HubContentType": ...,
        "HubContentName": ...,
        "HubContentVersion": ...,
    }

Definition

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

1. See HubContentTypeType

DeleteHubRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteHubRequestRequestTypeDef

def get_value() -> DeleteHubRequestRequestTypeDef:
    return {
        "HubName": ...,
    }

Definition

class DeleteHubRequestRequestTypeDef(TypedDict):
    HubName: str,

DeleteHumanTaskUiRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteHumanTaskUiRequestRequestTypeDef

def get_value() -> DeleteHumanTaskUiRequestRequestTypeDef:
    return {
        "HumanTaskUiName": ...,
    }

Definition

class DeleteHumanTaskUiRequestRequestTypeDef(TypedDict):
    HumanTaskUiName: str,

DeleteImageRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteImageRequestRequestTypeDef

def get_value() -> DeleteImageRequestRequestTypeDef:
    return {
        "ImageName": ...,
    }

Definition

class DeleteImageRequestRequestTypeDef(TypedDict):
    ImageName: str,

DeleteImageVersionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteImageVersionRequestRequestTypeDef

def get_value() -> DeleteImageVersionRequestRequestTypeDef:
    return {
        "ImageName": ...,
    }

Definition

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

DeleteInferenceExperimentRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteInferenceExperimentRequestRequestTypeDef

def get_value() -> DeleteInferenceExperimentRequestRequestTypeDef:
    return {
        "Name": ...,
    }

Definition

class DeleteInferenceExperimentRequestRequestTypeDef(TypedDict):
    Name: str,

DeleteModelBiasJobDefinitionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteModelBiasJobDefinitionRequestRequestTypeDef

def get_value() -> DeleteModelBiasJobDefinitionRequestRequestTypeDef:
    return {
        "JobDefinitionName": ...,
    }

Definition

class DeleteModelBiasJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,

DeleteModelCardRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteModelCardRequestRequestTypeDef

def get_value() -> DeleteModelCardRequestRequestTypeDef:
    return {
        "ModelCardName": ...,
    }

Definition

class DeleteModelCardRequestRequestTypeDef(TypedDict):
    ModelCardName: str,

DeleteModelExplainabilityJobDefinitionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteModelExplainabilityJobDefinitionRequestRequestTypeDef

def get_value() -> DeleteModelExplainabilityJobDefinitionRequestRequestTypeDef:
    return {
        "JobDefinitionName": ...,
    }

Definition

class DeleteModelExplainabilityJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,

DeleteModelInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteModelInputRequestTypeDef

def get_value() -> DeleteModelInputRequestTypeDef:
    return {
        "ModelName": ...,
    }

Definition

class DeleteModelInputRequestTypeDef(TypedDict):
    ModelName: str,

DeleteModelPackageGroupInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteModelPackageGroupInputRequestTypeDef

def get_value() -> DeleteModelPackageGroupInputRequestTypeDef:
    return {
        "ModelPackageGroupName": ...,
    }

Definition

class DeleteModelPackageGroupInputRequestTypeDef(TypedDict):
    ModelPackageGroupName: str,

DeleteModelPackageGroupPolicyInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteModelPackageGroupPolicyInputRequestTypeDef

def get_value() -> DeleteModelPackageGroupPolicyInputRequestTypeDef:
    return {
        "ModelPackageGroupName": ...,
    }

Definition

class DeleteModelPackageGroupPolicyInputRequestTypeDef(TypedDict):
    ModelPackageGroupName: str,

DeleteModelPackageInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteModelPackageInputRequestTypeDef

def get_value() -> DeleteModelPackageInputRequestTypeDef:
    return {
        "ModelPackageName": ...,
    }

Definition

class DeleteModelPackageInputRequestTypeDef(TypedDict):
    ModelPackageName: str,

DeleteModelQualityJobDefinitionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteModelQualityJobDefinitionRequestRequestTypeDef

def get_value() -> DeleteModelQualityJobDefinitionRequestRequestTypeDef:
    return {
        "JobDefinitionName": ...,
    }

Definition

class DeleteModelQualityJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,

DeleteMonitoringScheduleRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteMonitoringScheduleRequestRequestTypeDef

def get_value() -> DeleteMonitoringScheduleRequestRequestTypeDef:
    return {
        "MonitoringScheduleName": ...,
    }

Definition

class DeleteMonitoringScheduleRequestRequestTypeDef(TypedDict):
    MonitoringScheduleName: str,

DeleteNotebookInstanceInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteNotebookInstanceInputRequestTypeDef

def get_value() -> DeleteNotebookInstanceInputRequestTypeDef:
    return {
        "NotebookInstanceName": ...,
    }

Definition

class DeleteNotebookInstanceInputRequestTypeDef(TypedDict):
    NotebookInstanceName: str,

DeleteNotebookInstanceLifecycleConfigInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteNotebookInstanceLifecycleConfigInputRequestTypeDef

def get_value() -> DeleteNotebookInstanceLifecycleConfigInputRequestTypeDef:
    return {
        "NotebookInstanceLifecycleConfigName": ...,
    }

Definition

class DeleteNotebookInstanceLifecycleConfigInputRequestTypeDef(TypedDict):
    NotebookInstanceLifecycleConfigName: str,

DeletePipelineRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeletePipelineRequestRequestTypeDef

def get_value() -> DeletePipelineRequestRequestTypeDef:
    return {
        "PipelineName": ...,
        "ClientRequestToken": ...,
    }

Definition

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

DeleteProjectInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteProjectInputRequestTypeDef

def get_value() -> DeleteProjectInputRequestTypeDef:
    return {
        "ProjectName": ...,
    }

Definition

class DeleteProjectInputRequestTypeDef(TypedDict):
    ProjectName: str,

DeleteSpaceRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteSpaceRequestRequestTypeDef

def get_value() -> DeleteSpaceRequestRequestTypeDef:
    return {
        "DomainId": ...,
        "SpaceName": ...,
    }

Definition

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

DeleteStudioLifecycleConfigRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteStudioLifecycleConfigRequestRequestTypeDef

def get_value() -> DeleteStudioLifecycleConfigRequestRequestTypeDef:
    return {
        "StudioLifecycleConfigName": ...,
    }

Definition

class DeleteStudioLifecycleConfigRequestRequestTypeDef(TypedDict):
    StudioLifecycleConfigName: str,

DeleteTagsInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteTagsInputRequestTypeDef

def get_value() -> DeleteTagsInputRequestTypeDef:
    return {
        "ResourceArn": ...,
        "TagKeys": ...,
    }

Definition

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

DeleteTrialComponentRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteTrialComponentRequestRequestTypeDef

def get_value() -> DeleteTrialComponentRequestRequestTypeDef:
    return {
        "TrialComponentName": ...,
    }

Definition

class DeleteTrialComponentRequestRequestTypeDef(TypedDict):
    TrialComponentName: str,

DeleteTrialRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteTrialRequestRequestTypeDef

def get_value() -> DeleteTrialRequestRequestTypeDef:
    return {
        "TrialName": ...,
    }

Definition

class DeleteTrialRequestRequestTypeDef(TypedDict):
    TrialName: str,

DeleteUserProfileRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteUserProfileRequestRequestTypeDef

def get_value() -> DeleteUserProfileRequestRequestTypeDef:
    return {
        "DomainId": ...,
        "UserProfileName": ...,
    }

Definition

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

DeleteWorkforceRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteWorkforceRequestRequestTypeDef

def get_value() -> DeleteWorkforceRequestRequestTypeDef:
    return {
        "WorkforceName": ...,
    }

Definition

class DeleteWorkforceRequestRequestTypeDef(TypedDict):
    WorkforceName: str,

DeleteWorkteamRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteWorkteamRequestRequestTypeDef

def get_value() -> DeleteWorkteamRequestRequestTypeDef:
    return {
        "WorkteamName": ...,
    }

Definition

class DeleteWorkteamRequestRequestTypeDef(TypedDict):
    WorkteamName: str,

DeployedImageTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeployedImageTypeDef

def get_value() -> DeployedImageTypeDef:
    return {
        "SpecifiedImage": ...,
    }

Definition

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

DeviceSelectionConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeviceSelectionConfigTypeDef

def get_value() -> DeviceSelectionConfigTypeDef:
    return {
        "DeviceSubsetType": ...,
    }

Definition

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

1. See DeviceSubsetTypeType

EdgeDeploymentConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import EdgeDeploymentConfigTypeDef

def get_value() -> EdgeDeploymentConfigTypeDef:
    return {
        "FailureHandlingPolicy": ...,
    }

Definition

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

1. See FailureHandlingPolicyType

EdgeDeploymentStatusTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import EdgeDeploymentStatusTypeDef

def get_value() -> EdgeDeploymentStatusTypeDef:
    return {
        "StageStatus": ...,
        "EdgeDeploymentSuccessInStage": ...,
        "EdgeDeploymentPendingInStage": ...,
        "EdgeDeploymentFailedInStage": ...,
    }

Definition

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

1. See StageStatusType

DeregisterDevicesRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeregisterDevicesRequestRequestTypeDef

def get_value() -> DeregisterDevicesRequestRequestTypeDef:
    return {
        "DeviceFleetName": ...,
        "DeviceNames": ...,
    }

Definition

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

DescribeActionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeActionRequestRequestTypeDef

def get_value() -> DescribeActionRequestRequestTypeDef:
    return {
        "ActionName": ...,
    }

Definition

class DescribeActionRequestRequestTypeDef(TypedDict):
    ActionName: str,

DescribeAlgorithmInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeAlgorithmInputRequestTypeDef

def get_value() -> DescribeAlgorithmInputRequestTypeDef:
    return {
        "AlgorithmName": ...,
    }

Definition

class DescribeAlgorithmInputRequestTypeDef(TypedDict):
    AlgorithmName: str,

DescribeAppImageConfigRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeAppImageConfigRequestRequestTypeDef

def get_value() -> DescribeAppImageConfigRequestRequestTypeDef:
    return {
        "AppImageConfigName": ...,
    }

Definition

class DescribeAppImageConfigRequestRequestTypeDef(TypedDict):
    AppImageConfigName: str,

DescribeAppRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeAppRequestRequestTypeDef

def get_value() -> DescribeAppRequestRequestTypeDef:
    return {
        "DomainId": ...,
        "AppType": ...,
        "AppName": ...,
    }

Definition

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

1. See AppTypeType

DescribeArtifactRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeArtifactRequestRequestTypeDef

def get_value() -> DescribeArtifactRequestRequestTypeDef:
    return {
        "ArtifactArn": ...,
    }

Definition

class DescribeArtifactRequestRequestTypeDef(TypedDict):
    ArtifactArn: str,

DescribeAutoMLJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeAutoMLJobRequestRequestTypeDef

def get_value() -> DescribeAutoMLJobRequestRequestTypeDef:
    return {
        "AutoMLJobName": ...,
    }

Definition

class DescribeAutoMLJobRequestRequestTypeDef(TypedDict):
    AutoMLJobName: str,

ModelDeployResultTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelDeployResultTypeDef

def get_value() -> ModelDeployResultTypeDef:
    return {
        "EndpointName": ...,
    }

Definition

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

DescribeCodeRepositoryInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeCodeRepositoryInputRequestTypeDef

def get_value() -> DescribeCodeRepositoryInputRequestTypeDef:
    return {
        "CodeRepositoryName": ...,
    }

Definition

class DescribeCodeRepositoryInputRequestTypeDef(TypedDict):
    CodeRepositoryName: str,

DescribeCompilationJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeCompilationJobRequestRequestTypeDef

def get_value() -> DescribeCompilationJobRequestRequestTypeDef:
    return {
        "CompilationJobName": ...,
    }

Definition

class DescribeCompilationJobRequestRequestTypeDef(TypedDict):
    CompilationJobName: str,

ModelArtifactsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelArtifactsTypeDef

def get_value() -> ModelArtifactsTypeDef:
    return {
        "S3ModelArtifacts": ...,
    }

Definition

class ModelArtifactsTypeDef(TypedDict):
    S3ModelArtifacts: str,

ModelDigestsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelDigestsTypeDef

def get_value() -> ModelDigestsTypeDef:
    return {
        "ArtifactDigest": ...,
    }

Definition

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

DescribeContextRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeContextRequestRequestTypeDef

def get_value() -> DescribeContextRequestRequestTypeDef:
    return {
        "ContextName": ...,
    }

Definition

class DescribeContextRequestRequestTypeDef(TypedDict):
    ContextName: str,

DescribeDataQualityJobDefinitionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeDataQualityJobDefinitionRequestRequestTypeDef

def get_value() -> DescribeDataQualityJobDefinitionRequestRequestTypeDef:
    return {
        "JobDefinitionName": ...,
    }

Definition

class DescribeDataQualityJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,

DescribeDeviceFleetRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeDeviceFleetRequestRequestTypeDef

def get_value() -> DescribeDeviceFleetRequestRequestTypeDef:
    return {
        "DeviceFleetName": ...,
    }

Definition

class DescribeDeviceFleetRequestRequestTypeDef(TypedDict):
    DeviceFleetName: str,

DescribeDeviceRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeDeviceRequestRequestTypeDef

def get_value() -> DescribeDeviceRequestRequestTypeDef:
    return {
        "DeviceName": ...,
        "DeviceFleetName": ...,
    }

Definition

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

EdgeModelTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import EdgeModelTypeDef

def get_value() -> EdgeModelTypeDef:
    return {
        "ModelName": ...,
        "ModelVersion": ...,
    }

Definition

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

DescribeDomainRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeDomainRequestRequestTypeDef

def get_value() -> DescribeDomainRequestRequestTypeDef:
    return {
        "DomainId": ...,
    }

Definition

class DescribeDomainRequestRequestTypeDef(TypedDict):
    DomainId: str,

DescribeEdgeDeploymentPlanRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeEdgeDeploymentPlanRequestRequestTypeDef

def get_value() -> DescribeEdgeDeploymentPlanRequestRequestTypeDef:
    return {
        "EdgeDeploymentPlanName": ...,
    }

Definition

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

DescribeEdgePackagingJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeEdgePackagingJobRequestRequestTypeDef

def get_value() -> DescribeEdgePackagingJobRequestRequestTypeDef:
    return {
        "EdgePackagingJobName": ...,
    }

Definition

class DescribeEdgePackagingJobRequestRequestTypeDef(TypedDict):
    EdgePackagingJobName: str,

EdgePresetDeploymentOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import EdgePresetDeploymentOutputTypeDef

def get_value() -> EdgePresetDeploymentOutputTypeDef:
    return {
        "Type": ...,
    }

Definition

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

1. See EdgePresetDeploymentTypeType
2. See EdgePresetDeploymentStatusType

DescribeEndpointConfigInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeEndpointConfigInputRequestTypeDef

def get_value() -> DescribeEndpointConfigInputRequestTypeDef:
    return {
        "EndpointConfigName": ...,
    }

Definition

class DescribeEndpointConfigInputRequestTypeDef(TypedDict):
    EndpointConfigName: str,

WaiterConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import WaiterConfigTypeDef

def get_value() -> WaiterConfigTypeDef:
    return {
        "Delay": ...,
    }

Definition

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

DescribeEndpointInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeEndpointInputRequestTypeDef

def get_value() -> DescribeEndpointInputRequestTypeDef:
    return {
        "EndpointName": ...,
    }

Definition

class DescribeEndpointInputRequestTypeDef(TypedDict):
    EndpointName: str,

DescribeExperimentRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeExperimentRequestRequestTypeDef

def get_value() -> DescribeExperimentRequestRequestTypeDef:
    return {
        "ExperimentName": ...,
    }

Definition

class DescribeExperimentRequestRequestTypeDef(TypedDict):
    ExperimentName: str,

ExperimentSourceTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ExperimentSourceTypeDef

def get_value() -> ExperimentSourceTypeDef:
    return {
        "SourceArn": ...,
    }

Definition

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

DescribeFeatureGroupRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeFeatureGroupRequestRequestTypeDef

def get_value() -> DescribeFeatureGroupRequestRequestTypeDef:
    return {
        "FeatureGroupName": ...,
    }

Definition

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

LastUpdateStatusTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import LastUpdateStatusTypeDef

def get_value() -> LastUpdateStatusTypeDef:
    return {
        "Status": ...,
    }

Definition

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

1. See LastUpdateStatusValueType

OfflineStoreStatusTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import OfflineStoreStatusTypeDef

def get_value() -> OfflineStoreStatusTypeDef:
    return {
        "Status": ...,
    }

Definition

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

1. See OfflineStoreStatusValueType

DescribeFeatureMetadataRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeFeatureMetadataRequestRequestTypeDef

def get_value() -> DescribeFeatureMetadataRequestRequestTypeDef:
    return {
        "FeatureGroupName": ...,
        "FeatureName": ...,
    }

Definition

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

FeatureParameterTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import FeatureParameterTypeDef

def get_value() -> FeatureParameterTypeDef:
    return {
        "Key": ...,
    }

Definition

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

DescribeFlowDefinitionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeFlowDefinitionRequestRequestTypeDef

def get_value() -> DescribeFlowDefinitionRequestRequestTypeDef:
    return {
        "FlowDefinitionName": ...,
    }

Definition

class DescribeFlowDefinitionRequestRequestTypeDef(TypedDict):
    FlowDefinitionName: str,

DescribeHubContentRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeHubContentRequestRequestTypeDef

def get_value() -> DescribeHubContentRequestRequestTypeDef:
    return {
        "HubName": ...,
        "HubContentType": ...,
        "HubContentName": ...,
    }

Definition

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

1. See HubContentTypeType

HubContentDependencyTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import HubContentDependencyTypeDef

def get_value() -> HubContentDependencyTypeDef:
    return {
        "DependencyOriginPath": ...,
    }

Definition

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

DescribeHubRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeHubRequestRequestTypeDef

def get_value() -> DescribeHubRequestRequestTypeDef:
    return {
        "HubName": ...,
    }

Definition

class DescribeHubRequestRequestTypeDef(TypedDict):
    HubName: str,

DescribeHumanTaskUiRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeHumanTaskUiRequestRequestTypeDef

def get_value() -> DescribeHumanTaskUiRequestRequestTypeDef:
    return {
        "HumanTaskUiName": ...,
    }

Definition

class DescribeHumanTaskUiRequestRequestTypeDef(TypedDict):
    HumanTaskUiName: str,

UiTemplateInfoTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UiTemplateInfoTypeDef

def get_value() -> UiTemplateInfoTypeDef:
    return {
        "Url": ...,
    }

Definition

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

DescribeHyperParameterTuningJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeHyperParameterTuningJobRequestRequestTypeDef

def get_value() -> DescribeHyperParameterTuningJobRequestRequestTypeDef:
    return {
        "HyperParameterTuningJobName": ...,
    }

Definition

class DescribeHyperParameterTuningJobRequestRequestTypeDef(TypedDict):
    HyperParameterTuningJobName: str,

HyperParameterTuningJobCompletionDetailsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import HyperParameterTuningJobCompletionDetailsTypeDef

def get_value() -> HyperParameterTuningJobCompletionDetailsTypeDef:
    return {
        "NumberOfTrainingJobsObjectiveNotImproving": ...,
    }

Definition

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

HyperParameterTuningJobConsumedResourcesTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import HyperParameterTuningJobConsumedResourcesTypeDef

def get_value() -> HyperParameterTuningJobConsumedResourcesTypeDef:
    return {
        "RuntimeInSeconds": ...,
    }

Definition

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

ObjectiveStatusCountersTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ObjectiveStatusCountersTypeDef

def get_value() -> ObjectiveStatusCountersTypeDef:
    return {
        "Succeeded": ...,
    }

Definition

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

TrainingJobStatusCountersTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TrainingJobStatusCountersTypeDef

def get_value() -> TrainingJobStatusCountersTypeDef:
    return {
        "Completed": ...,
    }

Definition

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

DescribeImageRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeImageRequestRequestTypeDef

def get_value() -> DescribeImageRequestRequestTypeDef:
    return {
        "ImageName": ...,
    }

Definition

class DescribeImageRequestRequestTypeDef(TypedDict):
    ImageName: str,

DescribeImageVersionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeImageVersionRequestRequestTypeDef

def get_value() -> DescribeImageVersionRequestRequestTypeDef:
    return {
        "ImageName": ...,
    }

Definition

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

DescribeInferenceExperimentRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeInferenceExperimentRequestRequestTypeDef

def get_value() -> DescribeInferenceExperimentRequestRequestTypeDef:
    return {
        "Name": ...,
    }

Definition

class DescribeInferenceExperimentRequestRequestTypeDef(TypedDict):
    Name: str,

EndpointMetadataTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import EndpointMetadataTypeDef

def get_value() -> EndpointMetadataTypeDef:
    return {
        "EndpointName": ...,
    }

Definition

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

1. See EndpointStatusType

DescribeInferenceRecommendationsJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeInferenceRecommendationsJobRequestRequestTypeDef

def get_value() -> DescribeInferenceRecommendationsJobRequestRequestTypeDef:
    return {
        "JobName": ...,
    }

Definition

class DescribeInferenceRecommendationsJobRequestRequestTypeDef(TypedDict):
    JobName: str,

DescribeLabelingJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeLabelingJobRequestRequestTypeDef

def get_value() -> DescribeLabelingJobRequestRequestTypeDef:
    return {
        "LabelingJobName": ...,
    }

Definition

class DescribeLabelingJobRequestRequestTypeDef(TypedDict):
    LabelingJobName: str,

LabelCountersTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import LabelCountersTypeDef

def get_value() -> LabelCountersTypeDef:
    return {
        "TotalLabeled": ...,
    }

Definition

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

LabelingJobOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import LabelingJobOutputTypeDef

def get_value() -> LabelingJobOutputTypeDef:
    return {
        "OutputDatasetS3Uri": ...,
    }

Definition

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

DescribeLineageGroupRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeLineageGroupRequestRequestTypeDef

def get_value() -> DescribeLineageGroupRequestRequestTypeDef:
    return {
        "LineageGroupName": ...,
    }

Definition

class DescribeLineageGroupRequestRequestTypeDef(TypedDict):
    LineageGroupName: str,

DescribeModelBiasJobDefinitionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeModelBiasJobDefinitionRequestRequestTypeDef

def get_value() -> DescribeModelBiasJobDefinitionRequestRequestTypeDef:
    return {
        "JobDefinitionName": ...,
    }

Definition

class DescribeModelBiasJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,

DescribeModelCardExportJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeModelCardExportJobRequestRequestTypeDef

def get_value() -> DescribeModelCardExportJobRequestRequestTypeDef:
    return {
        "ModelCardExportJobArn": ...,
    }

Definition

class DescribeModelCardExportJobRequestRequestTypeDef(TypedDict):
    ModelCardExportJobArn: str,

ModelCardExportArtifactsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelCardExportArtifactsTypeDef

def get_value() -> ModelCardExportArtifactsTypeDef:
    return {
        "S3ExportArtifacts": ...,
    }

Definition

class ModelCardExportArtifactsTypeDef(TypedDict):
    S3ExportArtifacts: str,

DescribeModelCardRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeModelCardRequestRequestTypeDef

def get_value() -> DescribeModelCardRequestRequestTypeDef:
    return {
        "ModelCardName": ...,
    }

Definition

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

DescribeModelExplainabilityJobDefinitionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeModelExplainabilityJobDefinitionRequestRequestTypeDef

def get_value() -> DescribeModelExplainabilityJobDefinitionRequestRequestTypeDef:
    return {
        "JobDefinitionName": ...,
    }

Definition

class DescribeModelExplainabilityJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,

DescribeModelInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeModelInputRequestTypeDef

def get_value() -> DescribeModelInputRequestTypeDef:
    return {
        "ModelName": ...,
    }

Definition

class DescribeModelInputRequestTypeDef(TypedDict):
    ModelName: str,

DescribeModelPackageGroupInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeModelPackageGroupInputRequestTypeDef

def get_value() -> DescribeModelPackageGroupInputRequestTypeDef:
    return {
        "ModelPackageGroupName": ...,
    }

Definition

class DescribeModelPackageGroupInputRequestTypeDef(TypedDict):
    ModelPackageGroupName: str,

DescribeModelPackageInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeModelPackageInputRequestTypeDef

def get_value() -> DescribeModelPackageInputRequestTypeDef:
    return {
        "ModelPackageName": ...,
    }

Definition

class DescribeModelPackageInputRequestTypeDef(TypedDict):
    ModelPackageName: str,

DescribeModelQualityJobDefinitionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeModelQualityJobDefinitionRequestRequestTypeDef

def get_value() -> DescribeModelQualityJobDefinitionRequestRequestTypeDef:
    return {
        "JobDefinitionName": ...,
    }

Definition

class DescribeModelQualityJobDefinitionRequestRequestTypeDef(TypedDict):
    JobDefinitionName: str,

DescribeMonitoringScheduleRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeMonitoringScheduleRequestRequestTypeDef

def get_value() -> DescribeMonitoringScheduleRequestRequestTypeDef:
    return {
        "MonitoringScheduleName": ...,
    }

Definition

class DescribeMonitoringScheduleRequestRequestTypeDef(TypedDict):
    MonitoringScheduleName: str,

MonitoringExecutionSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringExecutionSummaryTypeDef

def get_value() -> MonitoringExecutionSummaryTypeDef:
    return {
        "MonitoringScheduleName": ...,
        "ScheduledTime": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
        "MonitoringExecutionStatus": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeNotebookInstanceInputRequestTypeDef

def get_value() -> DescribeNotebookInstanceInputRequestTypeDef:
    return {
        "NotebookInstanceName": ...,
    }

Definition

class DescribeNotebookInstanceInputRequestTypeDef(TypedDict):
    NotebookInstanceName: str,

DescribeNotebookInstanceLifecycleConfigInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeNotebookInstanceLifecycleConfigInputRequestTypeDef

def get_value() -> DescribeNotebookInstanceLifecycleConfigInputRequestTypeDef:
    return {
        "NotebookInstanceLifecycleConfigName": ...,
    }

Definition

class DescribeNotebookInstanceLifecycleConfigInputRequestTypeDef(TypedDict):
    NotebookInstanceLifecycleConfigName: str,

DescribePipelineDefinitionForExecutionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribePipelineDefinitionForExecutionRequestRequestTypeDef

def get_value() -> DescribePipelineDefinitionForExecutionRequestRequestTypeDef:
    return {
        "PipelineExecutionArn": ...,
    }

Definition

class DescribePipelineDefinitionForExecutionRequestRequestTypeDef(TypedDict):
    PipelineExecutionArn: str,

DescribePipelineExecutionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribePipelineExecutionRequestRequestTypeDef

def get_value() -> DescribePipelineExecutionRequestRequestTypeDef:
    return {
        "PipelineExecutionArn": ...,
    }

Definition

class DescribePipelineExecutionRequestRequestTypeDef(TypedDict):
    PipelineExecutionArn: str,

PipelineExperimentConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import PipelineExperimentConfigTypeDef

def get_value() -> PipelineExperimentConfigTypeDef:
    return {
        "ExperimentName": ...,
    }

Definition

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

DescribePipelineRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribePipelineRequestRequestTypeDef

def get_value() -> DescribePipelineRequestRequestTypeDef:
    return {
        "PipelineName": ...,
    }

Definition

class DescribePipelineRequestRequestTypeDef(TypedDict):
    PipelineName: str,

DescribeProcessingJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeProcessingJobRequestRequestTypeDef

def get_value() -> DescribeProcessingJobRequestRequestTypeDef:
    return {
        "ProcessingJobName": ...,
    }

Definition

class DescribeProcessingJobRequestRequestTypeDef(TypedDict):
    ProcessingJobName: str,

DescribeProjectInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeProjectInputRequestTypeDef

def get_value() -> DescribeProjectInputRequestTypeDef:
    return {
        "ProjectName": ...,
    }

Definition

class DescribeProjectInputRequestTypeDef(TypedDict):
    ProjectName: str,

ServiceCatalogProvisionedProductDetailsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ServiceCatalogProvisionedProductDetailsTypeDef

def get_value() -> ServiceCatalogProvisionedProductDetailsTypeDef:
    return {
        "ProvisionedProductId": ...,
    }

Definition

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

DescribeSpaceRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeSpaceRequestRequestTypeDef

def get_value() -> DescribeSpaceRequestRequestTypeDef:
    return {
        "DomainId": ...,
        "SpaceName": ...,
    }

Definition

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

DescribeStudioLifecycleConfigRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeStudioLifecycleConfigRequestRequestTypeDef

def get_value() -> DescribeStudioLifecycleConfigRequestRequestTypeDef:
    return {
        "StudioLifecycleConfigName": ...,
    }

Definition

class DescribeStudioLifecycleConfigRequestRequestTypeDef(TypedDict):
    StudioLifecycleConfigName: str,

DescribeSubscribedWorkteamRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeSubscribedWorkteamRequestRequestTypeDef

def get_value() -> DescribeSubscribedWorkteamRequestRequestTypeDef:
    return {
        "WorkteamArn": ...,
    }

Definition

class DescribeSubscribedWorkteamRequestRequestTypeDef(TypedDict):
    WorkteamArn: str,

SubscribedWorkteamTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import SubscribedWorkteamTypeDef

def get_value() -> SubscribedWorkteamTypeDef:
    return {
        "WorkteamArn": ...,
    }

Definition

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

DescribeTrainingJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeTrainingJobRequestRequestTypeDef

def get_value() -> DescribeTrainingJobRequestRequestTypeDef:
    return {
        "TrainingJobName": ...,
    }

Definition

class DescribeTrainingJobRequestRequestTypeDef(TypedDict):
    TrainingJobName: str,

MetricDataTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MetricDataTypeDef

def get_value() -> MetricDataTypeDef:
    return {
        "MetricName": ...,
    }

Definition

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

ProfilerRuleEvaluationStatusTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ProfilerRuleEvaluationStatusTypeDef

def get_value() -> ProfilerRuleEvaluationStatusTypeDef:
    return {
        "RuleConfigurationName": ...,
    }

Definition

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

1. See RuleEvaluationStatusType

SecondaryStatusTransitionTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import SecondaryStatusTransitionTypeDef

def get_value() -> SecondaryStatusTransitionTypeDef:
    return {
        "Status": ...,
        "StartTime": ...,
    }

Definition

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

1. See SecondaryStatusType

WarmPoolStatusTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import WarmPoolStatusTypeDef

def get_value() -> WarmPoolStatusTypeDef:
    return {
        "Status": ...,
    }

Definition

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

1. See WarmPoolResourceStatusType

DescribeTransformJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeTransformJobRequestRequestTypeDef

def get_value() -> DescribeTransformJobRequestRequestTypeDef:
    return {
        "TransformJobName": ...,
    }

Definition

class DescribeTransformJobRequestRequestTypeDef(TypedDict):
    TransformJobName: str,

DescribeTrialComponentRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeTrialComponentRequestRequestTypeDef

def get_value() -> DescribeTrialComponentRequestRequestTypeDef:
    return {
        "TrialComponentName": ...,
    }

Definition

class DescribeTrialComponentRequestRequestTypeDef(TypedDict):
    TrialComponentName: str,

TrialComponentMetricSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TrialComponentMetricSummaryTypeDef

def get_value() -> TrialComponentMetricSummaryTypeDef:
    return {
        "MetricName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import TrialComponentSourceTypeDef

def get_value() -> TrialComponentSourceTypeDef:
    return {
        "SourceArn": ...,
    }

Definition

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

DescribeTrialRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeTrialRequestRequestTypeDef

def get_value() -> DescribeTrialRequestRequestTypeDef:
    return {
        "TrialName": ...,
    }

Definition

class DescribeTrialRequestRequestTypeDef(TypedDict):
    TrialName: str,

TrialSourceTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TrialSourceTypeDef

def get_value() -> TrialSourceTypeDef:
    return {
        "SourceArn": ...,
    }

Definition

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

DescribeUserProfileRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeUserProfileRequestRequestTypeDef

def get_value() -> DescribeUserProfileRequestRequestTypeDef:
    return {
        "DomainId": ...,
        "UserProfileName": ...,
    }

Definition

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

DescribeWorkforceRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeWorkforceRequestRequestTypeDef

def get_value() -> DescribeWorkforceRequestRequestTypeDef:
    return {
        "WorkforceName": ...,
    }

Definition

class DescribeWorkforceRequestRequestTypeDef(TypedDict):
    WorkforceName: str,

DescribeWorkteamRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeWorkteamRequestRequestTypeDef

def get_value() -> DescribeWorkteamRequestRequestTypeDef:
    return {
        "WorkteamName": ...,
    }

Definition

class DescribeWorkteamRequestRequestTypeDef(TypedDict):
    WorkteamName: str,

DesiredWeightAndCapacityTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DesiredWeightAndCapacityTypeDef

def get_value() -> DesiredWeightAndCapacityTypeDef:
    return {
        "VariantName": ...,
    }

Definition

class DesiredWeightAndCapacityTypeDef(TypedDict):
    VariantName: str,
    DesiredWeight: NotRequired[float],
    DesiredInstanceCount: NotRequired[int],

DeviceDeploymentSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeviceDeploymentSummaryTypeDef

def get_value() -> DeviceDeploymentSummaryTypeDef:
    return {
        "EdgeDeploymentPlanArn": ...,
        "EdgeDeploymentPlanName": ...,
        "StageName": ...,
        "DeviceName": ...,
        "DeviceArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DeviceFleetSummaryTypeDef

def get_value() -> DeviceFleetSummaryTypeDef:
    return {
        "DeviceFleetArn": ...,
        "DeviceFleetName": ...,
    }

Definition

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

DeviceStatsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeviceStatsTypeDef

def get_value() -> DeviceStatsTypeDef:
    return {
        "ConnectedDeviceCount": ...,
        "RegisteredDeviceCount": ...,
    }

Definition

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

EdgeModelSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import EdgeModelSummaryTypeDef

def get_value() -> EdgeModelSummaryTypeDef:
    return {
        "ModelName": ...,
        "ModelVersion": ...,
    }

Definition

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

DeviceTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeviceTypeDef

def get_value() -> DeviceTypeDef:
    return {
        "DeviceName": ...,
    }

Definition

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

DisassociateTrialComponentRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DisassociateTrialComponentRequestRequestTypeDef

def get_value() -> DisassociateTrialComponentRequestRequestTypeDef:
    return {
        "TrialComponentName": ...,
        "TrialName": ...,
    }

Definition

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

DomainDetailsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DomainDetailsTypeDef

def get_value() -> DomainDetailsTypeDef:
    return {
        "DomainArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import FileSourceTypeDef

def get_value() -> FileSourceTypeDef:
    return {
        "S3Uri": ...,
    }

Definition

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

EMRStepMetadataTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import EMRStepMetadataTypeDef

def get_value() -> EMRStepMetadataTypeDef:
    return {
        "ClusterId": ...,
    }

Definition

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

EdgeDeploymentPlanSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import EdgeDeploymentPlanSummaryTypeDef

def get_value() -> EdgeDeploymentPlanSummaryTypeDef:
    return {
        "EdgeDeploymentPlanArn": ...,
        "EdgeDeploymentPlanName": ...,
        "DeviceFleetName": ...,
        "EdgeDeploymentSuccess": ...,
        "EdgeDeploymentPending": ...,
        "EdgeDeploymentFailed": ...,
    }

Definition

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

EdgeModelStatTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import EdgeModelStatTypeDef

def get_value() -> EdgeModelStatTypeDef:
    return {
        "ModelName": ...,
        "ModelVersion": ...,
        "OfflineDeviceCount": ...,
        "ConnectedDeviceCount": ...,
        "ActiveDeviceCount": ...,
        "SamplingDeviceCount": ...,
    }

Definition

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

EdgePackagingJobSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import EdgePackagingJobSummaryTypeDef

def get_value() -> EdgePackagingJobSummaryTypeDef:
    return {
        "EdgePackagingJobArn": ...,
        "EdgePackagingJobName": ...,
        "EdgePackagingJobStatus": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import EdgeTypeDef

def get_value() -> EdgeTypeDef:
    return {
        "SourceArn": ...,
    }

Definition

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

1. See AssociationEdgeTypeType

EndpointConfigSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import EndpointConfigSummaryTypeDef

def get_value() -> EndpointConfigSummaryTypeDef:
    return {
        "EndpointConfigName": ...,
        "EndpointConfigArn": ...,
        "CreationTime": ...,
    }

Definition

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

EndpointInfoTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import EndpointInfoTypeDef

def get_value() -> EndpointInfoTypeDef:
    return {
        "EndpointName": ...,
    }

Definition

class EndpointInfoTypeDef(TypedDict):
    EndpointName: str,

EndpointOutputConfigurationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import EndpointOutputConfigurationTypeDef

def get_value() -> EndpointOutputConfigurationTypeDef:
    return {
        "EndpointName": ...,
        "VariantName": ...,
        "InstanceType": ...,
        "InitialInstanceCount": ...,
    }

Definition

class EndpointOutputConfigurationTypeDef(TypedDict):
    EndpointName: str,
    VariantName: str,
    InstanceType: ProductionVariantInstanceTypeType,  # (1)
    InitialInstanceCount: int,

1. See ProductionVariantInstanceTypeType

InferenceMetricsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import InferenceMetricsTypeDef

def get_value() -> InferenceMetricsTypeDef:
    return {
        "MaxInvocations": ...,
        "ModelLatency": ...,
    }

Definition

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

EndpointSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import EndpointSummaryTypeDef

def get_value() -> EndpointSummaryTypeDef:
    return {
        "EndpointName": ...,
        "EndpointArn": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
        "EndpointStatus": ...,
    }

Definition

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

1. See EndpointStatusType

EnvironmentParameterTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import EnvironmentParameterTypeDef

def get_value() -> EnvironmentParameterTypeDef:
    return {
        "Key": ...,
        "ValueType": ...,
        "Value": ...,
    }

Definition

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

FailStepMetadataTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import FailStepMetadataTypeDef

def get_value() -> FailStepMetadataTypeDef:
    return {
        "ErrorMessage": ...,
    }

Definition

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

FileSystemConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import FileSystemConfigTypeDef

def get_value() -> FileSystemConfigTypeDef:
    return {
        "MountPath": ...,
    }

Definition

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

FilterTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import FilterTypeDef

def get_value() -> FilterTypeDef:
    return {
        "Name": ...,
    }

Definition

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

1. See OperatorType

FinalHyperParameterTuningJobObjectiveMetricTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import FinalHyperParameterTuningJobObjectiveMetricTypeDef

def get_value() -> FinalHyperParameterTuningJobObjectiveMetricTypeDef:
    return {
        "MetricName": ...,
        "Value": ...,
    }

Definition

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

1. See HyperParameterTuningJobObjectiveTypeType

FlowDefinitionSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import FlowDefinitionSummaryTypeDef

def get_value() -> FlowDefinitionSummaryTypeDef:
    return {
        "FlowDefinitionName": ...,
        "FlowDefinitionArn": ...,
        "FlowDefinitionStatus": ...,
        "CreationTime": ...,
    }

Definition

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

1. See FlowDefinitionStatusType

GetDeviceFleetReportRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import GetDeviceFleetReportRequestRequestTypeDef

def get_value() -> GetDeviceFleetReportRequestRequestTypeDef:
    return {
        "DeviceFleetName": ...,
    }

Definition

class GetDeviceFleetReportRequestRequestTypeDef(TypedDict):
    DeviceFleetName: str,

GetLineageGroupPolicyRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import GetLineageGroupPolicyRequestRequestTypeDef

def get_value() -> GetLineageGroupPolicyRequestRequestTypeDef:
    return {
        "LineageGroupName": ...,
    }

Definition

class GetLineageGroupPolicyRequestRequestTypeDef(TypedDict):
    LineageGroupName: str,

GetModelPackageGroupPolicyInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import GetModelPackageGroupPolicyInputRequestTypeDef

def get_value() -> GetModelPackageGroupPolicyInputRequestTypeDef:
    return {
        "ModelPackageGroupName": ...,
    }

Definition

class GetModelPackageGroupPolicyInputRequestTypeDef(TypedDict):
    ModelPackageGroupName: str,

PropertyNameSuggestionTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import PropertyNameSuggestionTypeDef

def get_value() -> PropertyNameSuggestionTypeDef:
    return {
        "PropertyName": ...,
    }

Definition

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

GitConfigForUpdateTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import GitConfigForUpdateTypeDef

def get_value() -> GitConfigForUpdateTypeDef:
    return {
        "SecretArn": ...,
    }

Definition

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

HubContentInfoTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import HubContentInfoTypeDef

def get_value() -> HubContentInfoTypeDef:
    return {
        "HubContentName": ...,
        "HubContentArn": ...,
        "HubContentVersion": ...,
        "HubContentType": ...,
        "DocumentSchemaVersion": ...,
        "HubContentStatus": ...,
        "CreationTime": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import HubInfoTypeDef

def get_value() -> HubInfoTypeDef:
    return {
        "HubName": ...,
        "HubArn": ...,
        "HubStatus": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import HumanLoopActivationConditionsConfigTypeDef

def get_value() -> HumanLoopActivationConditionsConfigTypeDef:
    return {
        "HumanLoopActivationConditions": ...,
    }

Definition

class HumanLoopActivationConditionsConfigTypeDef(TypedDict):
    HumanLoopActivationConditions: str,

UiConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UiConfigTypeDef

def get_value() -> UiConfigTypeDef:
    return {
        "UiTemplateS3Uri": ...,
    }

Definition

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

HumanTaskUiSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import HumanTaskUiSummaryTypeDef

def get_value() -> HumanTaskUiSummaryTypeDef:
    return {
        "HumanTaskUiName": ...,
        "HumanTaskUiArn": ...,
        "CreationTime": ...,
    }

Definition

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

HyperParameterTuningJobObjectiveTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import HyperParameterTuningJobObjectiveTypeDef

def get_value() -> HyperParameterTuningJobObjectiveTypeDef:
    return {
        "Type": ...,
        "MetricName": ...,
    }

Definition

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

1. See HyperParameterTuningJobObjectiveTypeType

HyperParameterTuningInstanceConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import HyperParameterTuningInstanceConfigTypeDef

def get_value() -> HyperParameterTuningInstanceConfigTypeDef:
    return {
        "InstanceType": ...,
        "InstanceCount": ...,
        "VolumeSizeInGB": ...,
    }

Definition

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

1. See TrainingInstanceTypeType

ResourceLimitsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ResourceLimitsTypeDef

def get_value() -> ResourceLimitsTypeDef:
    return {
        "MaxParallelTrainingJobs": ...,
    }

Definition

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

HyperbandStrategyConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import HyperbandStrategyConfigTypeDef

def get_value() -> HyperbandStrategyConfigTypeDef:
    return {
        "MinResource": ...,
    }

Definition

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

ParentHyperParameterTuningJobTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ParentHyperParameterTuningJobTypeDef

def get_value() -> ParentHyperParameterTuningJobTypeDef:
    return {
        "HyperParameterTuningJobName": ...,
    }

Definition

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

IamIdentityTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import IamIdentityTypeDef

def get_value() -> IamIdentityTypeDef:
    return {
        "Arn": ...,
    }

Definition

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

RepositoryAuthConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import RepositoryAuthConfigTypeDef

def get_value() -> RepositoryAuthConfigTypeDef:
    return {
        "RepositoryCredentialsProviderArn": ...,
    }

Definition

class RepositoryAuthConfigTypeDef(TypedDict):
    RepositoryCredentialsProviderArn: str,

ImageTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ImageTypeDef

def get_value() -> ImageTypeDef:
    return {
        "CreationTime": ...,
        "ImageArn": ...,
        "ImageName": ...,
        "ImageStatus": ...,
        "LastModifiedTime": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ImageVersionTypeDef

def get_value() -> ImageVersionTypeDef:
    return {
        "CreationTime": ...,
        "ImageArn": ...,
        "ImageVersionArn": ...,
        "ImageVersionStatus": ...,
        "LastModifiedTime": ...,
        "Version": ...,
    }

Definition

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

1. See ImageVersionStatusType

RecommendationMetricsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import RecommendationMetricsTypeDef

def get_value() -> RecommendationMetricsTypeDef:
    return {
        "CostPerHour": ...,
        "CostPerInference": ...,
        "MaxInvocations": ...,
        "ModelLatency": ...,
    }

Definition

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

InferenceRecommendationsJobTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import InferenceRecommendationsJobTypeDef

def get_value() -> InferenceRecommendationsJobTypeDef:
    return {
        "JobName": ...,
        "JobDescription": ...,
        "JobType": ...,
        "JobArn": ...,
        "Status": ...,
        "CreationTime": ...,
        "RoleArn": ...,
        "LastModifiedTime": ...,
    }

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],

1. See RecommendationJobTypeType
2. See RecommendationJobStatusType

InstanceGroupTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import InstanceGroupTypeDef

def get_value() -> InstanceGroupTypeDef:
    return {
        "InstanceType": ...,
        "InstanceCount": ...,
        "InstanceGroupName": ...,
    }

Definition

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

1. See TrainingInstanceTypeType

IntegerParameterRangeSpecificationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import IntegerParameterRangeSpecificationTypeDef

def get_value() -> IntegerParameterRangeSpecificationTypeDef:
    return {
        "MinValue": ...,
        "MaxValue": ...,
    }

Definition

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

IntegerParameterRangeTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import IntegerParameterRangeTypeDef

def get_value() -> IntegerParameterRangeTypeDef:
    return {
        "Name": ...,
        "MinValue": ...,
        "MaxValue": ...,
    }

Definition

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

1. See HyperParameterScalingTypeType

KernelSpecTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import KernelSpecTypeDef

def get_value() -> KernelSpecTypeDef:
    return {
        "Name": ...,
    }

Definition

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

LabelCountersForWorkteamTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import LabelCountersForWorkteamTypeDef

def get_value() -> LabelCountersForWorkteamTypeDef:
    return {
        "HumanLabeled": ...,
    }

Definition

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

LabelingJobDataAttributesTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import LabelingJobDataAttributesTypeDef

def get_value() -> LabelingJobDataAttributesTypeDef:
    return {
        "ContentClassifiers": ...,
    }

Definition

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

1. See ContentClassifierType

LabelingJobS3DataSourceTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import LabelingJobS3DataSourceTypeDef

def get_value() -> LabelingJobS3DataSourceTypeDef:
    return {
        "ManifestS3Uri": ...,
    }

Definition

class LabelingJobS3DataSourceTypeDef(TypedDict):
    ManifestS3Uri: str,

LabelingJobSnsDataSourceTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import LabelingJobSnsDataSourceTypeDef

def get_value() -> LabelingJobSnsDataSourceTypeDef:
    return {
        "SnsTopicArn": ...,
    }

Definition

class LabelingJobSnsDataSourceTypeDef(TypedDict):
    SnsTopicArn: str,

LineageGroupSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import LineageGroupSummaryTypeDef

def get_value() -> LineageGroupSummaryTypeDef:
    return {
        "LineageGroupArn": ...,
    }

Definition

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

PaginatorConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import PaginatorConfigTypeDef

def get_value() -> PaginatorConfigTypeDef:
    return {
        "MaxItems": ...,
    }

Definition

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

ListActionsRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListActionsRequestRequestTypeDef

def get_value() -> ListActionsRequestRequestTypeDef:
    return {
        "SourceUri": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListAlgorithmsInputRequestTypeDef

def get_value() -> ListAlgorithmsInputRequestTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

ListAliasesRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListAliasesRequestRequestTypeDef

def get_value() -> ListAliasesRequestRequestTypeDef:
    return {
        "ImageName": ...,
    }

Definition

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

ListAppImageConfigsRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListAppImageConfigsRequestRequestTypeDef

def get_value() -> ListAppImageConfigsRequestRequestTypeDef:
    return {
        "MaxResults": ...,
    }

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

ListAppsRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListAppsRequestRequestTypeDef

def get_value() -> ListAppsRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

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

ListArtifactsRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListArtifactsRequestRequestTypeDef

def get_value() -> ListArtifactsRequestRequestTypeDef:
    return {
        "SourceUri": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListAssociationsRequestRequestTypeDef

def get_value() -> ListAssociationsRequestRequestTypeDef:
    return {
        "SourceArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListAutoMLJobsRequestRequestTypeDef

def get_value() -> ListAutoMLJobsRequestRequestTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

ListCandidatesForAutoMLJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListCandidatesForAutoMLJobRequestRequestTypeDef

def get_value() -> ListCandidatesForAutoMLJobRequestRequestTypeDef:
    return {
        "AutoMLJobName": ...,
    }

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

ListCodeRepositoriesInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListCodeRepositoriesInputRequestTypeDef

def get_value() -> ListCodeRepositoriesInputRequestTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListCompilationJobsRequestRequestTypeDef

def get_value() -> ListCompilationJobsRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListContextsRequestRequestTypeDef

def get_value() -> ListContextsRequestRequestTypeDef:
    return {
        "SourceUri": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListDataQualityJobDefinitionsRequestRequestTypeDef

def get_value() -> ListDataQualityJobDefinitionsRequestRequestTypeDef:
    return {
        "EndpointName": ...,
    }

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

MonitoringJobDefinitionSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringJobDefinitionSummaryTypeDef

def get_value() -> MonitoringJobDefinitionSummaryTypeDef:
    return {
        "MonitoringJobDefinitionName": ...,
        "MonitoringJobDefinitionArn": ...,
        "CreationTime": ...,
        "EndpointName": ...,
    }

Definition

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

ListDeviceFleetsRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListDeviceFleetsRequestRequestTypeDef

def get_value() -> ListDeviceFleetsRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListDevicesRequestRequestTypeDef

def get_value() -> ListDevicesRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

Definition

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

ListDomainsRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListDomainsRequestRequestTypeDef

def get_value() -> ListDomainsRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

Definition

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

ListEdgeDeploymentPlansRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListEdgeDeploymentPlansRequestRequestTypeDef

def get_value() -> ListEdgeDeploymentPlansRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListEdgePackagingJobsRequestRequestTypeDef

def get_value() -> ListEdgePackagingJobsRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListEndpointConfigsInputRequestTypeDef

def get_value() -> ListEndpointConfigsInputRequestTypeDef:
    return {
        "SortBy": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListEndpointsInputRequestTypeDef

def get_value() -> ListEndpointsInputRequestTypeDef:
    return {
        "SortBy": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListExperimentsRequestRequestTypeDef

def get_value() -> ListExperimentsRequestRequestTypeDef:
    return {
        "CreatedAfter": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListFeatureGroupsRequestRequestTypeDef

def get_value() -> ListFeatureGroupsRequestRequestTypeDef:
    return {
        "NameContains": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListFlowDefinitionsRequestRequestTypeDef

def get_value() -> ListFlowDefinitionsRequestRequestTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListHubContentVersionsRequestRequestTypeDef

def get_value() -> ListHubContentVersionsRequestRequestTypeDef:
    return {
        "HubName": ...,
        "HubContentType": ...,
        "HubContentName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListHubContentsRequestRequestTypeDef

def get_value() -> ListHubContentsRequestRequestTypeDef:
    return {
        "HubName": ...,
        "HubContentType": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListHubsRequestRequestTypeDef

def get_value() -> ListHubsRequestRequestTypeDef:
    return {
        "NameContains": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListHumanTaskUisRequestRequestTypeDef

def get_value() -> ListHumanTaskUisRequestRequestTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListHyperParameterTuningJobsRequestRequestTypeDef

def get_value() -> ListHyperParameterTuningJobsRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListImageVersionsRequestRequestTypeDef

def get_value() -> ListImageVersionsRequestRequestTypeDef:
    return {
        "ImageName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListImagesRequestRequestTypeDef

def get_value() -> ListImagesRequestRequestTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

ListInferenceExperimentsRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListInferenceExperimentsRequestRequestTypeDef

def get_value() -> ListInferenceExperimentsRequestRequestTypeDef:
    return {
        "NameContains": ...,
    }

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

ListInferenceRecommendationsJobStepsRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListInferenceRecommendationsJobStepsRequestRequestTypeDef

def get_value() -> ListInferenceRecommendationsJobStepsRequestRequestTypeDef:
    return {
        "JobName": ...,
    }

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

ListInferenceRecommendationsJobsRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListInferenceRecommendationsJobsRequestRequestTypeDef

def get_value() -> ListInferenceRecommendationsJobsRequestRequestTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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],

1. See RecommendationJobStatusType
2. See ListInferenceRecommendationsJobsSortByType
3. See SortOrderType

ListLabelingJobsForWorkteamRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListLabelingJobsForWorkteamRequestRequestTypeDef

def get_value() -> ListLabelingJobsForWorkteamRequestRequestTypeDef:
    return {
        "WorkteamArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListLabelingJobsRequestRequestTypeDef

def get_value() -> ListLabelingJobsRequestRequestTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListLineageGroupsRequestRequestTypeDef

def get_value() -> ListLineageGroupsRequestRequestTypeDef:
    return {
        "CreatedAfter": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelBiasJobDefinitionsRequestRequestTypeDef

def get_value() -> ListModelBiasJobDefinitionsRequestRequestTypeDef:
    return {
        "EndpointName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelCardExportJobsRequestRequestTypeDef

def get_value() -> ListModelCardExportJobsRequestRequestTypeDef:
    return {
        "ModelCardName": ...,
    }

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

ModelCardExportJobSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelCardExportJobSummaryTypeDef

def get_value() -> ModelCardExportJobSummaryTypeDef:
    return {
        "ModelCardExportJobName": ...,
        "ModelCardExportJobArn": ...,
        "Status": ...,
        "ModelCardName": ...,
        "ModelCardVersion": ...,
        "CreatedAt": ...,
        "LastModifiedAt": ...,
    }

Definition

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

1. See ModelCardExportJobStatusType

ListModelCardVersionsRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelCardVersionsRequestRequestTypeDef

def get_value() -> ListModelCardVersionsRequestRequestTypeDef:
    return {
        "ModelCardName": ...,
    }

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

ModelCardVersionSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelCardVersionSummaryTypeDef

def get_value() -> ModelCardVersionSummaryTypeDef:
    return {
        "ModelCardName": ...,
        "ModelCardArn": ...,
        "ModelCardStatus": ...,
        "ModelCardVersion": ...,
        "CreationTime": ...,
    }

Definition

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

1. See ModelCardStatusType

ListModelCardsRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelCardsRequestRequestTypeDef

def get_value() -> ListModelCardsRequestRequestTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

ModelCardSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelCardSummaryTypeDef

def get_value() -> ModelCardSummaryTypeDef:
    return {
        "ModelCardName": ...,
        "ModelCardArn": ...,
        "ModelCardStatus": ...,
        "CreationTime": ...,
    }

Definition

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

1. See ModelCardStatusType

ListModelExplainabilityJobDefinitionsRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelExplainabilityJobDefinitionsRequestRequestTypeDef

def get_value() -> ListModelExplainabilityJobDefinitionsRequestRequestTypeDef:
    return {
        "EndpointName": ...,
    }

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

ModelMetadataSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelMetadataSummaryTypeDef

def get_value() -> ModelMetadataSummaryTypeDef:
    return {
        "Domain": ...,
        "Framework": ...,
        "Task": ...,
        "Model": ...,
        "FrameworkVersion": ...,
    }

Definition

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

ListModelPackageGroupsInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelPackageGroupsInputRequestTypeDef

def get_value() -> ListModelPackageGroupsInputRequestTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

ModelPackageGroupSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelPackageGroupSummaryTypeDef

def get_value() -> ModelPackageGroupSummaryTypeDef:
    return {
        "ModelPackageGroupName": ...,
        "ModelPackageGroupArn": ...,
        "CreationTime": ...,
        "ModelPackageGroupStatus": ...,
    }

Definition

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

1. See ModelPackageGroupStatusType

ListModelPackagesInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelPackagesInputRequestTypeDef

def get_value() -> ListModelPackagesInputRequestTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

ModelPackageSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelPackageSummaryTypeDef

def get_value() -> ModelPackageSummaryTypeDef:
    return {
        "ModelPackageName": ...,
        "ModelPackageArn": ...,
        "CreationTime": ...,
        "ModelPackageStatus": ...,
    }

Definition

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

1. See ModelPackageStatusType
2. See ModelApprovalStatusType

ListModelQualityJobDefinitionsRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelQualityJobDefinitionsRequestRequestTypeDef

def get_value() -> ListModelQualityJobDefinitionsRequestRequestTypeDef:
    return {
        "EndpointName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelsInputRequestTypeDef

def get_value() -> ListModelsInputRequestTypeDef:
    return {
        "SortBy": ...,
    }

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

ModelSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelSummaryTypeDef

def get_value() -> ModelSummaryTypeDef:
    return {
        "ModelName": ...,
        "ModelArn": ...,
        "CreationTime": ...,
    }

Definition

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

ListMonitoringAlertHistoryRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListMonitoringAlertHistoryRequestRequestTypeDef

def get_value() -> ListMonitoringAlertHistoryRequestRequestTypeDef:
    return {
        "MonitoringScheduleName": ...,
    }

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

MonitoringAlertHistorySummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringAlertHistorySummaryTypeDef

def get_value() -> MonitoringAlertHistorySummaryTypeDef:
    return {
        "MonitoringScheduleName": ...,
        "MonitoringAlertName": ...,
        "CreationTime": ...,
        "AlertStatus": ...,
    }

Definition

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

1. See MonitoringAlertStatusType

ListMonitoringAlertsRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListMonitoringAlertsRequestRequestTypeDef

def get_value() -> ListMonitoringAlertsRequestRequestTypeDef:
    return {
        "MonitoringScheduleName": ...,
    }

Definition

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

ListMonitoringExecutionsRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListMonitoringExecutionsRequestRequestTypeDef

def get_value() -> ListMonitoringExecutionsRequestRequestTypeDef:
    return {
        "MonitoringScheduleName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListMonitoringSchedulesRequestRequestTypeDef

def get_value() -> ListMonitoringSchedulesRequestRequestTypeDef:
    return {
        "EndpointName": ...,
    }

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

MonitoringScheduleSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringScheduleSummaryTypeDef

def get_value() -> MonitoringScheduleSummaryTypeDef:
    return {
        "MonitoringScheduleName": ...,
        "MonitoringScheduleArn": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
        "MonitoringScheduleStatus": ...,
    }

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

ListNotebookInstanceLifecycleConfigsInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListNotebookInstanceLifecycleConfigsInputRequestTypeDef

def get_value() -> ListNotebookInstanceLifecycleConfigsInputRequestTypeDef:
    return {
        "NextToken": ...,
    }

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

NotebookInstanceLifecycleConfigSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import NotebookInstanceLifecycleConfigSummaryTypeDef

def get_value() -> NotebookInstanceLifecycleConfigSummaryTypeDef:
    return {
        "NotebookInstanceLifecycleConfigName": ...,
        "NotebookInstanceLifecycleConfigArn": ...,
    }

Definition

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

ListNotebookInstancesInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListNotebookInstancesInputRequestTypeDef

def get_value() -> ListNotebookInstancesInputRequestTypeDef:
    return {
        "NextToken": ...,
    }

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

NotebookInstanceSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import NotebookInstanceSummaryTypeDef

def get_value() -> NotebookInstanceSummaryTypeDef:
    return {
        "NotebookInstanceName": ...,
        "NotebookInstanceArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListPipelineExecutionStepsRequestRequestTypeDef

def get_value() -> ListPipelineExecutionStepsRequestRequestTypeDef:
    return {
        "PipelineExecutionArn": ...,
    }

Definition

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

1. See SortOrderType

ListPipelineExecutionsRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListPipelineExecutionsRequestRequestTypeDef

def get_value() -> ListPipelineExecutionsRequestRequestTypeDef:
    return {
        "PipelineName": ...,
    }

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

PipelineExecutionSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import PipelineExecutionSummaryTypeDef

def get_value() -> PipelineExecutionSummaryTypeDef:
    return {
        "PipelineExecutionArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListPipelineParametersForExecutionRequestRequestTypeDef

def get_value() -> ListPipelineParametersForExecutionRequestRequestTypeDef:
    return {
        "PipelineExecutionArn": ...,
    }

Definition

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

ParameterTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ParameterTypeDef

def get_value() -> ParameterTypeDef:
    return {
        "Name": ...,
        "Value": ...,
    }

Definition

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

ListPipelinesRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListPipelinesRequestRequestTypeDef

def get_value() -> ListPipelinesRequestRequestTypeDef:
    return {
        "PipelineNamePrefix": ...,
    }

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

PipelineSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import PipelineSummaryTypeDef

def get_value() -> PipelineSummaryTypeDef:
    return {
        "PipelineArn": ...,
    }

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],

ListProcessingJobsRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListProcessingJobsRequestRequestTypeDef

def get_value() -> ListProcessingJobsRequestRequestTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

ProcessingJobSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ProcessingJobSummaryTypeDef

def get_value() -> ProcessingJobSummaryTypeDef:
    return {
        "ProcessingJobName": ...,
        "ProcessingJobArn": ...,
        "CreationTime": ...,
        "ProcessingJobStatus": ...,
    }

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

ListProjectsInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListProjectsInputRequestTypeDef

def get_value() -> ListProjectsInputRequestTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

ProjectSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ProjectSummaryTypeDef

def get_value() -> ProjectSummaryTypeDef:
    return {
        "ProjectName": ...,
        "ProjectArn": ...,
        "ProjectId": ...,
        "CreationTime": ...,
        "ProjectStatus": ...,
    }

Definition

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

1. See ProjectStatusType

ListSpacesRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListSpacesRequestRequestTypeDef

def get_value() -> ListSpacesRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

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

SpaceDetailsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import SpaceDetailsTypeDef

def get_value() -> SpaceDetailsTypeDef:
    return {
        "DomainId": ...,
    }

Definition

class SpaceDetailsTypeDef(TypedDict):
    DomainId: NotRequired[str],
    SpaceName: NotRequired[str],
    Status: NotRequired[SpaceStatusType],  # (1)
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],

1. See SpaceStatusType

ListStageDevicesRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListStageDevicesRequestRequestTypeDef

def get_value() -> ListStageDevicesRequestRequestTypeDef:
    return {
        "EdgeDeploymentPlanName": ...,
        "StageName": ...,
    }

Definition

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

ListStudioLifecycleConfigsRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListStudioLifecycleConfigsRequestRequestTypeDef

def get_value() -> ListStudioLifecycleConfigsRequestRequestTypeDef:
    return {
        "MaxResults": ...,
    }

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

StudioLifecycleConfigDetailsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import StudioLifecycleConfigDetailsTypeDef

def get_value() -> StudioLifecycleConfigDetailsTypeDef:
    return {
        "StudioLifecycleConfigArn": ...,
    }

Definition

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

1. See StudioLifecycleConfigAppTypeType

ListSubscribedWorkteamsRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListSubscribedWorkteamsRequestRequestTypeDef

def get_value() -> ListSubscribedWorkteamsRequestRequestTypeDef:
    return {
        "NameContains": ...,
    }

Definition

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

ListTagsInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListTagsInputRequestTypeDef

def get_value() -> ListTagsInputRequestTypeDef:
    return {
        "ResourceArn": ...,
    }

Definition

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

ListTrainingJobsForHyperParameterTuningJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListTrainingJobsForHyperParameterTuningJobRequestRequestTypeDef

def get_value() -> ListTrainingJobsForHyperParameterTuningJobRequestRequestTypeDef:
    return {
        "HyperParameterTuningJobName": ...,
    }

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

ListTrainingJobsRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListTrainingJobsRequestRequestTypeDef

def get_value() -> ListTrainingJobsRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListTransformJobsRequestRequestTypeDef

def get_value() -> ListTransformJobsRequestRequestTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

TransformJobSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TransformJobSummaryTypeDef

def get_value() -> TransformJobSummaryTypeDef:
    return {
        "TransformJobName": ...,
        "TransformJobArn": ...,
        "CreationTime": ...,
        "TransformJobStatus": ...,
    }

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

ListTrialComponentsRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListTrialComponentsRequestRequestTypeDef

def get_value() -> ListTrialComponentsRequestRequestTypeDef:
    return {
        "ExperimentName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListTrialsRequestRequestTypeDef

def get_value() -> ListTrialsRequestRequestTypeDef:
    return {
        "ExperimentName": ...,
    }

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

ListUserProfilesRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListUserProfilesRequestRequestTypeDef

def get_value() -> ListUserProfilesRequestRequestTypeDef:
    return {
        "NextToken": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import UserProfileDetailsTypeDef

def get_value() -> UserProfileDetailsTypeDef:
    return {
        "DomainId": ...,
    }

Definition

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

1. See UserProfileStatusType

ListWorkforcesRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListWorkforcesRequestRequestTypeDef

def get_value() -> ListWorkforcesRequestRequestTypeDef:
    return {
        "SortBy": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListWorkteamsRequestRequestTypeDef

def get_value() -> ListWorkteamsRequestRequestTypeDef:
    return {
        "SortBy": ...,
    }

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

OidcMemberDefinitionTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import OidcMemberDefinitionTypeDef

def get_value() -> OidcMemberDefinitionTypeDef:
    return {
        "Groups": ...,
    }

Definition

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

MonitoringGroundTruthS3InputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringGroundTruthS3InputTypeDef

def get_value() -> MonitoringGroundTruthS3InputTypeDef:
    return {
        "S3Uri": ...,
    }

Definition

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

ModelDashboardEndpointTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelDashboardEndpointTypeDef

def get_value() -> ModelDashboardEndpointTypeDef:
    return {
        "EndpointName": ...,
        "EndpointArn": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
        "EndpointStatus": ...,
    }

Definition

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

1. See EndpointStatusType

ModelDashboardIndicatorActionTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelDashboardIndicatorActionTypeDef

def get_value() -> ModelDashboardIndicatorActionTypeDef:
    return {
        "Enabled": ...,
    }

Definition

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

RealTimeInferenceConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import RealTimeInferenceConfigTypeDef

def get_value() -> RealTimeInferenceConfigTypeDef:
    return {
        "InstanceType": ...,
        "InstanceCount": ...,
    }

Definition

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

1. See InstanceTypeType

ModelInputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelInputTypeDef

def get_value() -> ModelInputTypeDef:
    return {
        "DataInputConfig": ...,
    }

Definition

class ModelInputTypeDef(TypedDict):
    DataInputConfig: str,

ModelLatencyThresholdTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelLatencyThresholdTypeDef

def get_value() -> ModelLatencyThresholdTypeDef:
    return {
        "Percentile": ...,
    }

Definition

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

ModelMetadataFilterTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelMetadataFilterTypeDef

def get_value() -> ModelMetadataFilterTypeDef:
    return {
        "Name": ...,
        "Value": ...,
    }

Definition

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

1. See ModelMetadataFilterTypeType

ModelPackageStatusItemTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelPackageStatusItemTypeDef

def get_value() -> ModelPackageStatusItemTypeDef:
    return {
        "Name": ...,
        "Status": ...,
    }

Definition

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

1. See DetailedModelPackageStatusType

ModelStepMetadataTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelStepMetadataTypeDef

def get_value() -> ModelStepMetadataTypeDef:
    return {
        "Arn": ...,
    }

Definition

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

MonitoringAppSpecificationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringAppSpecificationTypeDef

def get_value() -> MonitoringAppSpecificationTypeDef:
    return {
        "ImageUri": ...,
    }

Definition

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

MonitoringClusterConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringClusterConfigTypeDef

def get_value() -> MonitoringClusterConfigTypeDef:
    return {
        "InstanceCount": ...,
        "InstanceType": ...,
        "VolumeSizeInGB": ...,
    }

Definition

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

1. See ProcessingInstanceTypeType

MonitoringCsvDatasetFormatTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringCsvDatasetFormatTypeDef

def get_value() -> MonitoringCsvDatasetFormatTypeDef:
    return {
        "Header": ...,
    }

Definition

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

MonitoringJsonDatasetFormatTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringJsonDatasetFormatTypeDef

def get_value() -> MonitoringJsonDatasetFormatTypeDef:
    return {
        "Line": ...,
    }

Definition

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

MonitoringS3OutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringS3OutputTypeDef

def get_value() -> MonitoringS3OutputTypeDef:
    return {
        "S3Uri": ...,
        "LocalPath": ...,
    }

Definition

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

1. See ProcessingS3UploadModeType

ScheduleConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ScheduleConfigTypeDef

def get_value() -> ScheduleConfigTypeDef:
    return {
        "ScheduleExpression": ...,
    }

Definition

class ScheduleConfigTypeDef(TypedDict):
    ScheduleExpression: str,

S3StorageConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import S3StorageConfigTypeDef

def get_value() -> S3StorageConfigTypeDef:
    return {
        "S3Uri": ...,
    }

Definition

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

OidcConfigForResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import OidcConfigForResponseTypeDef

def get_value() -> OidcConfigForResponseTypeDef:
    return {
        "ClientId": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import OnlineStoreSecurityConfigTypeDef

def get_value() -> OnlineStoreSecurityConfigTypeDef:
    return {
        "KmsKeyId": ...,
    }

Definition

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

TargetPlatformTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TargetPlatformTypeDef

def get_value() -> TargetPlatformTypeDef:
    return {
        "Os": ...,
        "Arch": ...,
    }

Definition

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

1. See TargetPlatformOsType
2. See TargetPlatformArchType
3. See TargetPlatformAcceleratorType

ParentTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ParentTypeDef

def get_value() -> ParentTypeDef:
    return {
        "TrialName": ...,
    }

Definition

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

ProductionVariantServerlessConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ProductionVariantServerlessConfigTypeDef

def get_value() -> ProductionVariantServerlessConfigTypeDef:
    return {
        "MemorySizeInMB": ...,
        "MaxConcurrency": ...,
    }

Definition

class ProductionVariantServerlessConfigTypeDef(TypedDict):
    MemorySizeInMB: int,
    MaxConcurrency: int,

ProductionVariantStatusTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ProductionVariantStatusTypeDef

def get_value() -> ProductionVariantStatusTypeDef:
    return {
        "Status": ...,
    }

Definition

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

1. See VariantStatusType

PhaseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import PhaseTypeDef

def get_value() -> PhaseTypeDef:
    return {
        "InitialNumberOfUsers": ...,
    }

Definition

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

ProcessingJobStepMetadataTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ProcessingJobStepMetadataTypeDef

def get_value() -> ProcessingJobStepMetadataTypeDef:
    return {
        "Arn": ...,
    }

Definition

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

QualityCheckStepMetadataTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import QualityCheckStepMetadataTypeDef

def get_value() -> QualityCheckStepMetadataTypeDef:
    return {
        "CheckType": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import RegisterModelStepMetadataTypeDef

def get_value() -> RegisterModelStepMetadataTypeDef:
    return {
        "Arn": ...,
    }

Definition

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

TrainingJobStepMetadataTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TrainingJobStepMetadataTypeDef

def get_value() -> TrainingJobStepMetadataTypeDef:
    return {
        "Arn": ...,
    }

Definition

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

TransformJobStepMetadataTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TransformJobStepMetadataTypeDef

def get_value() -> TransformJobStepMetadataTypeDef:
    return {
        "Arn": ...,
    }

Definition

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

TuningJobStepMetaDataTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TuningJobStepMetaDataTypeDef

def get_value() -> TuningJobStepMetaDataTypeDef:
    return {
        "Arn": ...,
    }

Definition

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

ProcessingClusterConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ProcessingClusterConfigTypeDef

def get_value() -> ProcessingClusterConfigTypeDef:
    return {
        "InstanceCount": ...,
        "InstanceType": ...,
        "VolumeSizeInGB": ...,
    }

Definition

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

1. See ProcessingInstanceTypeType

ProcessingFeatureStoreOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ProcessingFeatureStoreOutputTypeDef

def get_value() -> ProcessingFeatureStoreOutputTypeDef:
    return {
        "FeatureGroupName": ...,
    }

Definition

class ProcessingFeatureStoreOutputTypeDef(TypedDict):
    FeatureGroupName: str,

ProcessingS3InputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ProcessingS3InputTypeDef

def get_value() -> ProcessingS3InputTypeDef:
    return {
        "S3Uri": ...,
        "S3DataType": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ProcessingS3OutputTypeDef

def get_value() -> ProcessingS3OutputTypeDef:
    return {
        "S3Uri": ...,
        "LocalPath": ...,
        "S3UploadMode": ...,
    }

Definition

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

1. See ProcessingS3UploadModeType

ProductionVariantCoreDumpConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ProductionVariantCoreDumpConfigTypeDef

def get_value() -> ProductionVariantCoreDumpConfigTypeDef:
    return {
        "DestinationS3Uri": ...,
    }

Definition

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

ProfilerConfigForUpdateTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ProfilerConfigForUpdateTypeDef

def get_value() -> ProfilerConfigForUpdateTypeDef:
    return {
        "S3OutputPath": ...,
    }

Definition

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

PropertyNameQueryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import PropertyNameQueryTypeDef

def get_value() -> PropertyNameQueryTypeDef:
    return {
        "PropertyNameHint": ...,
    }

Definition

class PropertyNameQueryTypeDef(TypedDict):
    PropertyNameHint: str,

ProvisioningParameterTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ProvisioningParameterTypeDef

def get_value() -> ProvisioningParameterTypeDef:
    return {
        "Key": ...,
    }

Definition

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

USDTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import USDTypeDef

def get_value() -> USDTypeDef:
    return {
        "Dollars": ...,
    }

Definition

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

PutModelPackageGroupPolicyInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import PutModelPackageGroupPolicyInputRequestTypeDef

def get_value() -> PutModelPackageGroupPolicyInputRequestTypeDef:
    return {
        "ModelPackageGroupName": ...,
        "ResourcePolicy": ...,
    }

Definition

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

QueryFiltersTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import QueryFiltersTypeDef

def get_value() -> QueryFiltersTypeDef:
    return {
        "Types": ...,
    }

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

VertexTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import VertexTypeDef

def get_value() -> VertexTypeDef:
    return {
        "Arn": ...,
    }

Definition

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

1. See LineageTypeType

RStudioServerProAppSettingsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import RStudioServerProAppSettingsTypeDef

def get_value() -> RStudioServerProAppSettingsTypeDef:
    return {
        "AccessStatus": ...,
    }

Definition

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

1. See RStudioServerProAccessStatusType
2. See RStudioServerProUserGroupType

RecommendationJobCompiledOutputConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import RecommendationJobCompiledOutputConfigTypeDef

def get_value() -> RecommendationJobCompiledOutputConfigTypeDef:
    return {
        "S3OutputUri": ...,
    }

Definition

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

RecommendationJobPayloadConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import RecommendationJobPayloadConfigTypeDef

def get_value() -> RecommendationJobPayloadConfigTypeDef:
    return {
        "SamplePayloadUrl": ...,
    }

Definition

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

RecommendationJobResourceLimitTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import RecommendationJobResourceLimitTypeDef

def get_value() -> RecommendationJobResourceLimitTypeDef:
    return {
        "MaxNumberOfTests": ...,
    }

Definition

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

RecommendationJobVpcConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import RecommendationJobVpcConfigTypeDef

def get_value() -> RecommendationJobVpcConfigTypeDef:
    return {
        "SecurityGroupIds": ...,
        "Subnets": ...,
    }

Definition

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

RenderableTaskTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import RenderableTaskTypeDef

def get_value() -> RenderableTaskTypeDef:
    return {
        "Input": ...,
    }

Definition

class RenderableTaskTypeDef(TypedDict):
    Input: str,

RenderingErrorTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import RenderingErrorTypeDef

def get_value() -> RenderingErrorTypeDef:
    return {
        "Code": ...,
        "Message": ...,
    }

Definition

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

ResourceConfigForUpdateTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ResourceConfigForUpdateTypeDef

def get_value() -> ResourceConfigForUpdateTypeDef:
    return {
        "KeepAlivePeriodInSeconds": ...,
    }

Definition

class ResourceConfigForUpdateTypeDef(TypedDict):
    KeepAlivePeriodInSeconds: int,

SearchRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import SearchRequestRequestTypeDef

def get_value() -> SearchRequestRequestTypeDef:
    return {
        "Resource": ...,
    }

Definition

class SearchRequestRequestTypeDef(TypedDict):
    Resource: ResourceTypeType,  # (1)
    SearchExpression: NotRequired[SearchExpressionTypeDef],  # (2)
    SortBy: NotRequired[str],
    SortOrder: NotRequired[SearchSortOrderType],  # (3)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],

1. See ResourceTypeType
2. See SearchExpressionTypeDef
3. See SearchSortOrderType

SendPipelineExecutionStepFailureRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import SendPipelineExecutionStepFailureRequestRequestTypeDef

def get_value() -> SendPipelineExecutionStepFailureRequestRequestTypeDef:
    return {
        "CallbackToken": ...,
    }

Definition

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

ShadowModelVariantConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ShadowModelVariantConfigTypeDef

def get_value() -> ShadowModelVariantConfigTypeDef:
    return {
        "ShadowModelVariantName": ...,
        "SamplingPercentage": ...,
    }

Definition

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

SharingSettingsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import SharingSettingsTypeDef

def get_value() -> SharingSettingsTypeDef:
    return {
        "NotebookOutputOption": ...,
    }

Definition

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

1. See NotebookOutputOptionType

SourceAlgorithmTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import SourceAlgorithmTypeDef

def get_value() -> SourceAlgorithmTypeDef:
    return {
        "AlgorithmName": ...,
    }

Definition

class SourceAlgorithmTypeDef(TypedDict):
    AlgorithmName: str,
    ModelDataUrl: NotRequired[str],

StartEdgeDeploymentStageRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import StartEdgeDeploymentStageRequestRequestTypeDef

def get_value() -> StartEdgeDeploymentStageRequestRequestTypeDef:
    return {
        "EdgeDeploymentPlanName": ...,
        "StageName": ...,
    }

Definition

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

StartInferenceExperimentRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import StartInferenceExperimentRequestRequestTypeDef

def get_value() -> StartInferenceExperimentRequestRequestTypeDef:
    return {
        "Name": ...,
    }

Definition

class StartInferenceExperimentRequestRequestTypeDef(TypedDict):
    Name: str,

StartMonitoringScheduleRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import StartMonitoringScheduleRequestRequestTypeDef

def get_value() -> StartMonitoringScheduleRequestRequestTypeDef:
    return {
        "MonitoringScheduleName": ...,
    }

Definition

class StartMonitoringScheduleRequestRequestTypeDef(TypedDict):
    MonitoringScheduleName: str,

StartNotebookInstanceInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import StartNotebookInstanceInputRequestTypeDef

def get_value() -> StartNotebookInstanceInputRequestTypeDef:
    return {
        "NotebookInstanceName": ...,
    }

Definition

class StartNotebookInstanceInputRequestTypeDef(TypedDict):
    NotebookInstanceName: str,

StopAutoMLJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import StopAutoMLJobRequestRequestTypeDef

def get_value() -> StopAutoMLJobRequestRequestTypeDef:
    return {
        "AutoMLJobName": ...,
    }

Definition

class StopAutoMLJobRequestRequestTypeDef(TypedDict):
    AutoMLJobName: str,

StopCompilationJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import StopCompilationJobRequestRequestTypeDef

def get_value() -> StopCompilationJobRequestRequestTypeDef:
    return {
        "CompilationJobName": ...,
    }

Definition

class StopCompilationJobRequestRequestTypeDef(TypedDict):
    CompilationJobName: str,

StopEdgeDeploymentStageRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import StopEdgeDeploymentStageRequestRequestTypeDef

def get_value() -> StopEdgeDeploymentStageRequestRequestTypeDef:
    return {
        "EdgeDeploymentPlanName": ...,
        "StageName": ...,
    }

Definition

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

StopEdgePackagingJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import StopEdgePackagingJobRequestRequestTypeDef

def get_value() -> StopEdgePackagingJobRequestRequestTypeDef:
    return {
        "EdgePackagingJobName": ...,
    }

Definition

class StopEdgePackagingJobRequestRequestTypeDef(TypedDict):
    EdgePackagingJobName: str,

StopHyperParameterTuningJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import StopHyperParameterTuningJobRequestRequestTypeDef

def get_value() -> StopHyperParameterTuningJobRequestRequestTypeDef:
    return {
        "HyperParameterTuningJobName": ...,
    }

Definition

class StopHyperParameterTuningJobRequestRequestTypeDef(TypedDict):
    HyperParameterTuningJobName: str,

StopInferenceRecommendationsJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import StopInferenceRecommendationsJobRequestRequestTypeDef

def get_value() -> StopInferenceRecommendationsJobRequestRequestTypeDef:
    return {
        "JobName": ...,
    }

Definition

class StopInferenceRecommendationsJobRequestRequestTypeDef(TypedDict):
    JobName: str,

StopLabelingJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import StopLabelingJobRequestRequestTypeDef

def get_value() -> StopLabelingJobRequestRequestTypeDef:
    return {
        "LabelingJobName": ...,
    }

Definition

class StopLabelingJobRequestRequestTypeDef(TypedDict):
    LabelingJobName: str,

StopMonitoringScheduleRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import StopMonitoringScheduleRequestRequestTypeDef

def get_value() -> StopMonitoringScheduleRequestRequestTypeDef:
    return {
        "MonitoringScheduleName": ...,
    }

Definition

class StopMonitoringScheduleRequestRequestTypeDef(TypedDict):
    MonitoringScheduleName: str,

StopNotebookInstanceInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import StopNotebookInstanceInputRequestTypeDef

def get_value() -> StopNotebookInstanceInputRequestTypeDef:
    return {
        "NotebookInstanceName": ...,
    }

Definition

class StopNotebookInstanceInputRequestTypeDef(TypedDict):
    NotebookInstanceName: str,

StopPipelineExecutionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import StopPipelineExecutionRequestRequestTypeDef

def get_value() -> StopPipelineExecutionRequestRequestTypeDef:
    return {
        "PipelineExecutionArn": ...,
        "ClientRequestToken": ...,
    }

Definition

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

StopProcessingJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import StopProcessingJobRequestRequestTypeDef

def get_value() -> StopProcessingJobRequestRequestTypeDef:
    return {
        "ProcessingJobName": ...,
    }

Definition

class StopProcessingJobRequestRequestTypeDef(TypedDict):
    ProcessingJobName: str,

StopTrainingJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import StopTrainingJobRequestRequestTypeDef

def get_value() -> StopTrainingJobRequestRequestTypeDef:
    return {
        "TrainingJobName": ...,
    }

Definition

class StopTrainingJobRequestRequestTypeDef(TypedDict):
    TrainingJobName: str,

StopTransformJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import StopTransformJobRequestRequestTypeDef

def get_value() -> StopTransformJobRequestRequestTypeDef:
    return {
        "TransformJobName": ...,
    }

Definition

class StopTransformJobRequestRequestTypeDef(TypedDict):
    TransformJobName: str,

TrainingRepositoryAuthConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TrainingRepositoryAuthConfigTypeDef

def get_value() -> TrainingRepositoryAuthConfigTypeDef:
    return {
        "TrainingRepositoryCredentialsProviderArn": ...,
    }

Definition

class TrainingRepositoryAuthConfigTypeDef(TypedDict):
    TrainingRepositoryCredentialsProviderArn: str,

TransformS3DataSourceTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TransformS3DataSourceTypeDef

def get_value() -> TransformS3DataSourceTypeDef:
    return {
        "S3DataType": ...,
        "S3Uri": ...,
    }

Definition

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

1. See S3DataTypeType

UpdateActionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateActionRequestRequestTypeDef

def get_value() -> UpdateActionRequestRequestTypeDef:
    return {
        "ActionName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateArtifactRequestRequestTypeDef

def get_value() -> UpdateArtifactRequestRequestTypeDef:
    return {
        "ArtifactArn": ...,
    }

Definition

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

UpdateContextRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateContextRequestRequestTypeDef

def get_value() -> UpdateContextRequestRequestTypeDef:
    return {
        "ContextName": ...,
    }

Definition

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

VariantPropertyTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import VariantPropertyTypeDef

def get_value() -> VariantPropertyTypeDef:
    return {
        "VariantPropertyType": ...,
    }

Definition

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

1. See VariantPropertyTypeType

UpdateExperimentRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateExperimentRequestRequestTypeDef

def get_value() -> UpdateExperimentRequestRequestTypeDef:
    return {
        "ExperimentName": ...,
    }

Definition

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

UpdateHubRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateHubRequestRequestTypeDef

def get_value() -> UpdateHubRequestRequestTypeDef:
    return {
        "HubName": ...,
    }

Definition

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

UpdateImageRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateImageRequestRequestTypeDef

def get_value() -> UpdateImageRequestRequestTypeDef:
    return {
        "ImageName": ...,
    }

Definition

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

UpdateImageVersionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateImageVersionRequestRequestTypeDef

def get_value() -> UpdateImageVersionRequestRequestTypeDef:
    return {
        "ImageName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateModelCardRequestRequestTypeDef

def get_value() -> UpdateModelCardRequestRequestTypeDef:
    return {
        "ModelCardName": ...,
    }

Definition

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

1. See ModelCardStatusType

UpdateMonitoringAlertRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateMonitoringAlertRequestRequestTypeDef

def get_value() -> UpdateMonitoringAlertRequestRequestTypeDef:
    return {
        "MonitoringScheduleName": ...,
        "MonitoringAlertName": ...,
        "DatapointsToAlert": ...,
        "EvaluationPeriod": ...,
    }

Definition

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

UpdateTrialRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateTrialRequestRequestTypeDef

def get_value() -> UpdateTrialRequestRequestTypeDef:
    return {
        "TrialName": ...,
    }

Definition

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

WorkforceVpcConfigResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import WorkforceVpcConfigResponseTypeDef

def get_value() -> WorkforceVpcConfigResponseTypeDef:
    return {
        "VpcId": ...,
        "SecurityGroupIds": ...,
        "Subnets": ...,
    }

Definition

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

ActionSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ActionSummaryTypeDef

def get_value() -> ActionSummaryTypeDef:
    return {
        "ActionArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import AddAssociationResponseTypeDef

def get_value() -> AddAssociationResponseTypeDef:
    return {
        "SourceArn": ...,
        "DestinationArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

AssociateTrialComponentResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AssociateTrialComponentResponseTypeDef

def get_value() -> AssociateTrialComponentResponseTypeDef:
    return {
        "TrialComponentArn": ...,
        "TrialArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateActionResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateActionResponseTypeDef

def get_value() -> CreateActionResponseTypeDef:
    return {
        "ActionArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateAlgorithmOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateAlgorithmOutputTypeDef

def get_value() -> CreateAlgorithmOutputTypeDef:
    return {
        "AlgorithmArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateAppImageConfigResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateAppImageConfigResponseTypeDef

def get_value() -> CreateAppImageConfigResponseTypeDef:
    return {
        "AppImageConfigArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateAppResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateAppResponseTypeDef

def get_value() -> CreateAppResponseTypeDef:
    return {
        "AppArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateArtifactResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateArtifactResponseTypeDef

def get_value() -> CreateArtifactResponseTypeDef:
    return {
        "ArtifactArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateAutoMLJobResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateAutoMLJobResponseTypeDef

def get_value() -> CreateAutoMLJobResponseTypeDef:
    return {
        "AutoMLJobArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateCodeRepositoryOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateCodeRepositoryOutputTypeDef

def get_value() -> CreateCodeRepositoryOutputTypeDef:
    return {
        "CodeRepositoryArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateCompilationJobResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateCompilationJobResponseTypeDef

def get_value() -> CreateCompilationJobResponseTypeDef:
    return {
        "CompilationJobArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateContextResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateContextResponseTypeDef

def get_value() -> CreateContextResponseTypeDef:
    return {
        "ContextArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateDataQualityJobDefinitionResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateDataQualityJobDefinitionResponseTypeDef

def get_value() -> CreateDataQualityJobDefinitionResponseTypeDef:
    return {
        "JobDefinitionArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateDomainResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateDomainResponseTypeDef

def get_value() -> CreateDomainResponseTypeDef:
    return {
        "DomainArn": ...,
        "Url": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateEdgeDeploymentPlanResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateEdgeDeploymentPlanResponseTypeDef

def get_value() -> CreateEdgeDeploymentPlanResponseTypeDef:
    return {
        "EdgeDeploymentPlanArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateEndpointConfigOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateEndpointConfigOutputTypeDef

def get_value() -> CreateEndpointConfigOutputTypeDef:
    return {
        "EndpointConfigArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateEndpointOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateEndpointOutputTypeDef

def get_value() -> CreateEndpointOutputTypeDef:
    return {
        "EndpointArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateExperimentResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateExperimentResponseTypeDef

def get_value() -> CreateExperimentResponseTypeDef:
    return {
        "ExperimentArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateFeatureGroupResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateFeatureGroupResponseTypeDef

def get_value() -> CreateFeatureGroupResponseTypeDef:
    return {
        "FeatureGroupArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateFlowDefinitionResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateFlowDefinitionResponseTypeDef

def get_value() -> CreateFlowDefinitionResponseTypeDef:
    return {
        "FlowDefinitionArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateHubResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateHubResponseTypeDef

def get_value() -> CreateHubResponseTypeDef:
    return {
        "HubArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateHumanTaskUiResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateHumanTaskUiResponseTypeDef

def get_value() -> CreateHumanTaskUiResponseTypeDef:
    return {
        "HumanTaskUiArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateHyperParameterTuningJobResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateHyperParameterTuningJobResponseTypeDef

def get_value() -> CreateHyperParameterTuningJobResponseTypeDef:
    return {
        "HyperParameterTuningJobArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateImageResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateImageResponseTypeDef

def get_value() -> CreateImageResponseTypeDef:
    return {
        "ImageArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateImageVersionResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateImageVersionResponseTypeDef

def get_value() -> CreateImageVersionResponseTypeDef:
    return {
        "ImageVersionArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateInferenceExperimentResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateInferenceExperimentResponseTypeDef

def get_value() -> CreateInferenceExperimentResponseTypeDef:
    return {
        "InferenceExperimentArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateInferenceRecommendationsJobResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateInferenceRecommendationsJobResponseTypeDef

def get_value() -> CreateInferenceRecommendationsJobResponseTypeDef:
    return {
        "JobArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateLabelingJobResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateLabelingJobResponseTypeDef

def get_value() -> CreateLabelingJobResponseTypeDef:
    return {
        "LabelingJobArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateModelBiasJobDefinitionResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateModelBiasJobDefinitionResponseTypeDef

def get_value() -> CreateModelBiasJobDefinitionResponseTypeDef:
    return {
        "JobDefinitionArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateModelCardExportJobResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateModelCardExportJobResponseTypeDef

def get_value() -> CreateModelCardExportJobResponseTypeDef:
    return {
        "ModelCardExportJobArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateModelCardResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateModelCardResponseTypeDef

def get_value() -> CreateModelCardResponseTypeDef:
    return {
        "ModelCardArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateModelExplainabilityJobDefinitionResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateModelExplainabilityJobDefinitionResponseTypeDef

def get_value() -> CreateModelExplainabilityJobDefinitionResponseTypeDef:
    return {
        "JobDefinitionArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateModelOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateModelOutputTypeDef

def get_value() -> CreateModelOutputTypeDef:
    return {
        "ModelArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateModelPackageGroupOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateModelPackageGroupOutputTypeDef

def get_value() -> CreateModelPackageGroupOutputTypeDef:
    return {
        "ModelPackageGroupArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateModelPackageOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateModelPackageOutputTypeDef

def get_value() -> CreateModelPackageOutputTypeDef:
    return {
        "ModelPackageArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateModelQualityJobDefinitionResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateModelQualityJobDefinitionResponseTypeDef

def get_value() -> CreateModelQualityJobDefinitionResponseTypeDef:
    return {
        "JobDefinitionArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateMonitoringScheduleResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateMonitoringScheduleResponseTypeDef

def get_value() -> CreateMonitoringScheduleResponseTypeDef:
    return {
        "MonitoringScheduleArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateNotebookInstanceLifecycleConfigOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateNotebookInstanceLifecycleConfigOutputTypeDef

def get_value() -> CreateNotebookInstanceLifecycleConfigOutputTypeDef:
    return {
        "NotebookInstanceLifecycleConfigArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateNotebookInstanceOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateNotebookInstanceOutputTypeDef

def get_value() -> CreateNotebookInstanceOutputTypeDef:
    return {
        "NotebookInstanceArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreatePipelineResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreatePipelineResponseTypeDef

def get_value() -> CreatePipelineResponseTypeDef:
    return {
        "PipelineArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreatePresignedDomainUrlResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreatePresignedDomainUrlResponseTypeDef

def get_value() -> CreatePresignedDomainUrlResponseTypeDef:
    return {
        "AuthorizedUrl": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreatePresignedNotebookInstanceUrlOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreatePresignedNotebookInstanceUrlOutputTypeDef

def get_value() -> CreatePresignedNotebookInstanceUrlOutputTypeDef:
    return {
        "AuthorizedUrl": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateProcessingJobResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateProcessingJobResponseTypeDef

def get_value() -> CreateProcessingJobResponseTypeDef:
    return {
        "ProcessingJobArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateProjectOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateProjectOutputTypeDef

def get_value() -> CreateProjectOutputTypeDef:
    return {
        "ProjectArn": ...,
        "ProjectId": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateSpaceResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateSpaceResponseTypeDef

def get_value() -> CreateSpaceResponseTypeDef:
    return {
        "SpaceArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateStudioLifecycleConfigResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateStudioLifecycleConfigResponseTypeDef

def get_value() -> CreateStudioLifecycleConfigResponseTypeDef:
    return {
        "StudioLifecycleConfigArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateTrainingJobResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateTrainingJobResponseTypeDef

def get_value() -> CreateTrainingJobResponseTypeDef:
    return {
        "TrainingJobArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateTransformJobResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateTransformJobResponseTypeDef

def get_value() -> CreateTransformJobResponseTypeDef:
    return {
        "TransformJobArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateTrialComponentResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateTrialComponentResponseTypeDef

def get_value() -> CreateTrialComponentResponseTypeDef:
    return {
        "TrialComponentArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateTrialResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateTrialResponseTypeDef

def get_value() -> CreateTrialResponseTypeDef:
    return {
        "TrialArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateUserProfileResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateUserProfileResponseTypeDef

def get_value() -> CreateUserProfileResponseTypeDef:
    return {
        "UserProfileArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateWorkforceResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateWorkforceResponseTypeDef

def get_value() -> CreateWorkforceResponseTypeDef:
    return {
        "WorkforceArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

CreateWorkteamResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateWorkteamResponseTypeDef

def get_value() -> CreateWorkteamResponseTypeDef:
    return {
        "WorkteamArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

DeleteActionResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteActionResponseTypeDef

def get_value() -> DeleteActionResponseTypeDef:
    return {
        "ActionArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

DeleteArtifactResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteArtifactResponseTypeDef

def get_value() -> DeleteArtifactResponseTypeDef:
    return {
        "ArtifactArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

DeleteAssociationResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteAssociationResponseTypeDef

def get_value() -> DeleteAssociationResponseTypeDef:
    return {
        "SourceArn": ...,
        "DestinationArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

DeleteContextResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteContextResponseTypeDef

def get_value() -> DeleteContextResponseTypeDef:
    return {
        "ContextArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

DeleteExperimentResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteExperimentResponseTypeDef

def get_value() -> DeleteExperimentResponseTypeDef:
    return {
        "ExperimentArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

DeleteInferenceExperimentResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteInferenceExperimentResponseTypeDef

def get_value() -> DeleteInferenceExperimentResponseTypeDef:
    return {
        "InferenceExperimentArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

DeletePipelineResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeletePipelineResponseTypeDef

def get_value() -> DeletePipelineResponseTypeDef:
    return {
        "PipelineArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

DeleteTrialComponentResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteTrialComponentResponseTypeDef

def get_value() -> DeleteTrialComponentResponseTypeDef:
    return {
        "TrialComponentArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

DeleteTrialResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteTrialResponseTypeDef

def get_value() -> DeleteTrialResponseTypeDef:
    return {
        "TrialArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

DeleteWorkteamResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteWorkteamResponseTypeDef

def get_value() -> DeleteWorkteamResponseTypeDef:
    return {
        "Success": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

DescribeImageResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeImageResponseTypeDef

def get_value() -> DescribeImageResponseTypeDef:
    return {
        "CreationTime": ...,
        "Description": ...,
        "DisplayName": ...,
        "FailureReason": ...,
        "ImageArn": ...,
        "ImageName": ...,
        "ImageStatus": ...,
        "LastModifiedTime": ...,
        "RoleArn": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeImageVersionResponseTypeDef

def get_value() -> DescribeImageVersionResponseTypeDef:
    return {
        "BaseImage": ...,
        "ContainerImage": ...,
        "CreationTime": ...,
        "FailureReason": ...,
        "ImageArn": ...,
        "ImageVersionArn": ...,
        "ImageVersionStatus": ...,
        "LastModifiedTime": ...,
        "Version": ...,
        "VendorGuidance": ...,
        "JobType": ...,
        "MLFramework": ...,
        "ProgrammingLang": ...,
        "Processor": ...,
        "Horovod": ...,
        "ReleaseNotes": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribePipelineDefinitionForExecutionResponseTypeDef

def get_value() -> DescribePipelineDefinitionForExecutionResponseTypeDef:
    return {
        "PipelineDefinition": ...,
        "CreationTime": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

DescribeStudioLifecycleConfigResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeStudioLifecycleConfigResponseTypeDef

def get_value() -> DescribeStudioLifecycleConfigResponseTypeDef:
    return {
        "StudioLifecycleConfigArn": ...,
        "StudioLifecycleConfigName": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
        "StudioLifecycleConfigContent": ...,
        "StudioLifecycleConfigAppType": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DisassociateTrialComponentResponseTypeDef

def get_value() -> DisassociateTrialComponentResponseTypeDef:
    return {
        "TrialComponentArn": ...,
        "TrialArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

EmptyResponseMetadataTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import EmptyResponseMetadataTypeDef

def get_value() -> EmptyResponseMetadataTypeDef:
    return {
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

GetLineageGroupPolicyResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import GetLineageGroupPolicyResponseTypeDef

def get_value() -> GetLineageGroupPolicyResponseTypeDef:
    return {
        "LineageGroupArn": ...,
        "ResourcePolicy": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

GetModelPackageGroupPolicyOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import GetModelPackageGroupPolicyOutputTypeDef

def get_value() -> GetModelPackageGroupPolicyOutputTypeDef:
    return {
        "ResourcePolicy": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

GetSagemakerServicecatalogPortfolioStatusOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import GetSagemakerServicecatalogPortfolioStatusOutputTypeDef

def get_value() -> GetSagemakerServicecatalogPortfolioStatusOutputTypeDef:
    return {
        "Status": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See SagemakerServicecatalogStatusType
2. See ResponseMetadataTypeDef

ImportHubContentResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ImportHubContentResponseTypeDef

def get_value() -> ImportHubContentResponseTypeDef:
    return {
        "HubArn": ...,
        "HubContentArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

ListAliasesResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListAliasesResponseTypeDef

def get_value() -> ListAliasesResponseTypeDef:
    return {
        "SageMakerImageVersionAliases": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

PutModelPackageGroupPolicyOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import PutModelPackageGroupPolicyOutputTypeDef

def get_value() -> PutModelPackageGroupPolicyOutputTypeDef:
    return {
        "ModelPackageGroupArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

RetryPipelineExecutionResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import RetryPipelineExecutionResponseTypeDef

def get_value() -> RetryPipelineExecutionResponseTypeDef:
    return {
        "PipelineExecutionArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

SendPipelineExecutionStepFailureResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import SendPipelineExecutionStepFailureResponseTypeDef

def get_value() -> SendPipelineExecutionStepFailureResponseTypeDef:
    return {
        "PipelineExecutionArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

SendPipelineExecutionStepSuccessResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import SendPipelineExecutionStepSuccessResponseTypeDef

def get_value() -> SendPipelineExecutionStepSuccessResponseTypeDef:
    return {
        "PipelineExecutionArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

StartInferenceExperimentResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import StartInferenceExperimentResponseTypeDef

def get_value() -> StartInferenceExperimentResponseTypeDef:
    return {
        "InferenceExperimentArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

StartPipelineExecutionResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import StartPipelineExecutionResponseTypeDef

def get_value() -> StartPipelineExecutionResponseTypeDef:
    return {
        "PipelineExecutionArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

StopInferenceExperimentResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import StopInferenceExperimentResponseTypeDef

def get_value() -> StopInferenceExperimentResponseTypeDef:
    return {
        "InferenceExperimentArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

StopPipelineExecutionResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import StopPipelineExecutionResponseTypeDef

def get_value() -> StopPipelineExecutionResponseTypeDef:
    return {
        "PipelineExecutionArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdateActionResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateActionResponseTypeDef

def get_value() -> UpdateActionResponseTypeDef:
    return {
        "ActionArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdateAppImageConfigResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateAppImageConfigResponseTypeDef

def get_value() -> UpdateAppImageConfigResponseTypeDef:
    return {
        "AppImageConfigArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdateArtifactResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateArtifactResponseTypeDef

def get_value() -> UpdateArtifactResponseTypeDef:
    return {
        "ArtifactArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdateCodeRepositoryOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateCodeRepositoryOutputTypeDef

def get_value() -> UpdateCodeRepositoryOutputTypeDef:
    return {
        "CodeRepositoryArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdateContextResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateContextResponseTypeDef

def get_value() -> UpdateContextResponseTypeDef:
    return {
        "ContextArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdateDomainResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateDomainResponseTypeDef

def get_value() -> UpdateDomainResponseTypeDef:
    return {
        "DomainArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdateEndpointOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateEndpointOutputTypeDef

def get_value() -> UpdateEndpointOutputTypeDef:
    return {
        "EndpointArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdateEndpointWeightsAndCapacitiesOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateEndpointWeightsAndCapacitiesOutputTypeDef

def get_value() -> UpdateEndpointWeightsAndCapacitiesOutputTypeDef:
    return {
        "EndpointArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdateExperimentResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateExperimentResponseTypeDef

def get_value() -> UpdateExperimentResponseTypeDef:
    return {
        "ExperimentArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdateFeatureGroupResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateFeatureGroupResponseTypeDef

def get_value() -> UpdateFeatureGroupResponseTypeDef:
    return {
        "FeatureGroupArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdateHubResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateHubResponseTypeDef

def get_value() -> UpdateHubResponseTypeDef:
    return {
        "HubArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdateImageResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateImageResponseTypeDef

def get_value() -> UpdateImageResponseTypeDef:
    return {
        "ImageArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdateImageVersionResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateImageVersionResponseTypeDef

def get_value() -> UpdateImageVersionResponseTypeDef:
    return {
        "ImageVersionArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdateInferenceExperimentResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateInferenceExperimentResponseTypeDef

def get_value() -> UpdateInferenceExperimentResponseTypeDef:
    return {
        "InferenceExperimentArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdateModelCardResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateModelCardResponseTypeDef

def get_value() -> UpdateModelCardResponseTypeDef:
    return {
        "ModelCardArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdateModelPackageOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateModelPackageOutputTypeDef

def get_value() -> UpdateModelPackageOutputTypeDef:
    return {
        "ModelPackageArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdateMonitoringAlertResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateMonitoringAlertResponseTypeDef

def get_value() -> UpdateMonitoringAlertResponseTypeDef:
    return {
        "MonitoringScheduleArn": ...,
        "MonitoringAlertName": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdateMonitoringScheduleResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateMonitoringScheduleResponseTypeDef

def get_value() -> UpdateMonitoringScheduleResponseTypeDef:
    return {
        "MonitoringScheduleArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdatePipelineExecutionResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdatePipelineExecutionResponseTypeDef

def get_value() -> UpdatePipelineExecutionResponseTypeDef:
    return {
        "PipelineExecutionArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdatePipelineResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdatePipelineResponseTypeDef

def get_value() -> UpdatePipelineResponseTypeDef:
    return {
        "PipelineArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdateProjectOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateProjectOutputTypeDef

def get_value() -> UpdateProjectOutputTypeDef:
    return {
        "ProjectArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdateSpaceResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateSpaceResponseTypeDef

def get_value() -> UpdateSpaceResponseTypeDef:
    return {
        "SpaceArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdateTrainingJobResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateTrainingJobResponseTypeDef

def get_value() -> UpdateTrainingJobResponseTypeDef:
    return {
        "TrainingJobArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdateTrialComponentResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateTrialComponentResponseTypeDef

def get_value() -> UpdateTrialComponentResponseTypeDef:
    return {
        "TrialComponentArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdateTrialResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateTrialResponseTypeDef

def get_value() -> UpdateTrialResponseTypeDef:
    return {
        "TrialArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

UpdateUserProfileResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateUserProfileResponseTypeDef

def get_value() -> UpdateUserProfileResponseTypeDef:
    return {
        "UserProfileArn": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ResponseMetadataTypeDef

AddTagsInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AddTagsInputRequestTypeDef

def get_value() -> AddTagsInputRequestTypeDef:
    return {
        "ResourceArn": ...,
        "Tags": ...,
    }

Definition

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

1. See TagTypeDef

AddTagsOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AddTagsOutputTypeDef

def get_value() -> AddTagsOutputTypeDef:
    return {
        "Tags": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See TagTypeDef
2. See ResponseMetadataTypeDef

CreateExperimentRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateExperimentRequestRequestTypeDef

def get_value() -> CreateExperimentRequestRequestTypeDef:
    return {
        "ExperimentName": ...,
    }

Definition

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

1. See TagTypeDef

CreateImageRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateImageRequestRequestTypeDef

def get_value() -> CreateImageRequestRequestTypeDef:
    return {
        "ImageName": ...,
        "RoleArn": ...,
    }

Definition

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

1. See TagTypeDef

CreateModelPackageGroupInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateModelPackageGroupInputRequestTypeDef

def get_value() -> CreateModelPackageGroupInputRequestTypeDef:
    return {
        "ModelPackageGroupName": ...,
    }

Definition

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

1. See TagTypeDef

CreateStudioLifecycleConfigRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateStudioLifecycleConfigRequestRequestTypeDef

def get_value() -> CreateStudioLifecycleConfigRequestRequestTypeDef:
    return {
        "StudioLifecycleConfigName": ...,
        "StudioLifecycleConfigContent": ...,
        "StudioLifecycleConfigAppType": ...,
    }

Definition

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

1. See StudioLifecycleConfigAppTypeType
2. See TagTypeDef

ImportHubContentRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ImportHubContentRequestRequestTypeDef

def get_value() -> ImportHubContentRequestRequestTypeDef:
    return {
        "HubContentName": ...,
        "HubContentType": ...,
        "DocumentSchemaVersion": ...,
        "HubName": ...,
        "HubContentDocument": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListTagsOutputTypeDef

def get_value() -> ListTagsOutputTypeDef:
    return {
        "Tags": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See TagTypeDef
2. See ResponseMetadataTypeDef

AutoRollbackConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AutoRollbackConfigTypeDef

def get_value() -> AutoRollbackConfigTypeDef:
    return {
        "Alarms": ...,
    }

Definition

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

1. See AlarmTypeDef

HyperParameterAlgorithmSpecificationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import HyperParameterAlgorithmSpecificationTypeDef

def get_value() -> HyperParameterAlgorithmSpecificationTypeDef:
    return {
        "TrainingInputMode": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import AlgorithmStatusDetailsTypeDef

def get_value() -> AlgorithmStatusDetailsTypeDef:
    return {
        "ValidationStatuses": ...,
    }

Definition

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

1. See AlgorithmStatusItemTypeDef
2. See AlgorithmStatusItemTypeDef

ListAlgorithmsOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListAlgorithmsOutputTypeDef

def get_value() -> ListAlgorithmsOutputTypeDef:
    return {
        "AlgorithmSummaryList": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See AlgorithmSummaryTypeDef
2. See ResponseMetadataTypeDef

ListAppsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListAppsResponseTypeDef

def get_value() -> ListAppsResponseTypeDef:
    return {
        "Apps": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListAppsResponseTypeDef(TypedDict):
    Apps: List[AppDetailsTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See AppDetailsTypeDef
2. See ResponseMetadataTypeDef

ArtifactSourceTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ArtifactSourceTypeDef

def get_value() -> ArtifactSourceTypeDef:
    return {
        "SourceUri": ...,
    }

Definition

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

1. See ArtifactSourceTypeTypeDef

AsyncInferenceOutputConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AsyncInferenceOutputConfigTypeDef

def get_value() -> AsyncInferenceOutputConfigTypeDef:
    return {
        "S3OutputPath": ...,
    }

Definition

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

1. See AsyncInferenceNotificationConfigTypeDef

AutoMLCandidateGenerationConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AutoMLCandidateGenerationConfigTypeDef

def get_value() -> AutoMLCandidateGenerationConfigTypeDef:
    return {
        "FeatureSpecificationS3Uri": ...,
    }

Definition

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

1. See AutoMLAlgorithmConfigTypeDef

AutoMLDataSourceTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AutoMLDataSourceTypeDef

def get_value() -> AutoMLDataSourceTypeDef:
    return {
        "S3DataSource": ...,
    }

Definition

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

1. See AutoMLS3DataSourceTypeDef

ResolvedAttributesTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ResolvedAttributesTypeDef

def get_value() -> ResolvedAttributesTypeDef:
    return {
        "AutoMLJobObjective": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import AutoMLJobSummaryTypeDef

def get_value() -> AutoMLJobSummaryTypeDef:
    return {
        "AutoMLJobName": ...,
        "AutoMLJobArn": ...,
        "AutoMLJobStatus": ...,
        "AutoMLJobSecondaryStatus": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
    }

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

AutoMLSecurityConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AutoMLSecurityConfigTypeDef

def get_value() -> AutoMLSecurityConfigTypeDef:
    return {
        "VolumeKmsKeyId": ...,
    }

Definition

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

1. See VpcConfigTypeDef

LabelingJobResourceConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import LabelingJobResourceConfigTypeDef

def get_value() -> LabelingJobResourceConfigTypeDef:
    return {
        "VolumeKmsKeyId": ...,
    }

Definition

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

1. See VpcConfigTypeDef

MonitoringNetworkConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringNetworkConfigTypeDef

def get_value() -> MonitoringNetworkConfigTypeDef:
    return {
        "EnableInterContainerTrafficEncryption": ...,
    }

Definition

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

1. See VpcConfigTypeDef

NetworkConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import NetworkConfigTypeDef

def get_value() -> NetworkConfigTypeDef:
    return {
        "EnableInterContainerTrafficEncryption": ...,
    }

Definition

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

1. See VpcConfigTypeDef

BiasTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import BiasTypeDef

def get_value() -> BiasTypeDef:
    return {
        "Report": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DriftCheckModelDataQualityTypeDef

def get_value() -> DriftCheckModelDataQualityTypeDef:
    return {
        "Statistics": ...,
    }

Definition

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

1. See MetricsSourceTypeDef
2. See MetricsSourceTypeDef

DriftCheckModelQualityTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DriftCheckModelQualityTypeDef

def get_value() -> DriftCheckModelQualityTypeDef:
    return {
        "Statistics": ...,
    }

Definition

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

1. See MetricsSourceTypeDef
2. See MetricsSourceTypeDef

ExplainabilityTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ExplainabilityTypeDef

def get_value() -> ExplainabilityTypeDef:
    return {
        "Report": ...,
    }

Definition

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

1. See MetricsSourceTypeDef

ModelDataQualityTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelDataQualityTypeDef

def get_value() -> ModelDataQualityTypeDef:
    return {
        "Statistics": ...,
    }

Definition

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

1. See MetricsSourceTypeDef
2. See MetricsSourceTypeDef

ModelQualityTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelQualityTypeDef

def get_value() -> ModelQualityTypeDef:
    return {
        "Statistics": ...,
    }

Definition

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

1. See MetricsSourceTypeDef
2. See MetricsSourceTypeDef

CallbackStepMetadataTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CallbackStepMetadataTypeDef

def get_value() -> CallbackStepMetadataTypeDef:
    return {
        "CallbackToken": ...,
    }

Definition

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

1. See OutputParameterTypeDef

LambdaStepMetadataTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import LambdaStepMetadataTypeDef

def get_value() -> LambdaStepMetadataTypeDef:
    return {
        "Arn": ...,
    }

Definition

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

1. See OutputParameterTypeDef

SendPipelineExecutionStepSuccessRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import SendPipelineExecutionStepSuccessRequestRequestTypeDef

def get_value() -> SendPipelineExecutionStepSuccessRequestRequestTypeDef:
    return {
        "CallbackToken": ...,
    }

Definition

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

1. See OutputParameterTypeDef

CandidatePropertiesTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CandidatePropertiesTypeDef

def get_value() -> CandidatePropertiesTypeDef:
    return {
        "CandidateArtifactLocations": ...,
    }

Definition

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

1. See CandidateArtifactLocationsTypeDef
2. See MetricDatumTypeDef

CanvasAppSettingsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CanvasAppSettingsTypeDef

def get_value() -> CanvasAppSettingsTypeDef:
    return {
        "TimeSeriesForecastingSettings": ...,
    }

Definition

class CanvasAppSettingsTypeDef(TypedDict):
    TimeSeriesForecastingSettings: NotRequired[TimeSeriesForecastingSettingsTypeDef],  # (1)

1. See TimeSeriesForecastingSettingsTypeDef

TrafficRoutingConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TrafficRoutingConfigTypeDef

def get_value() -> TrafficRoutingConfigTypeDef:
    return {
        "Type": ...,
        "WaitIntervalInSeconds": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import InferenceExperimentDataStorageConfigTypeDef

def get_value() -> InferenceExperimentDataStorageConfigTypeDef:
    return {
        "Destination": ...,
    }

Definition

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

1. See CaptureContentTypeHeaderTypeDef

DataCaptureConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DataCaptureConfigTypeDef

def get_value() -> DataCaptureConfigTypeDef:
    return {
        "InitialSamplingPercentage": ...,
        "DestinationS3Uri": ...,
        "CaptureOptions": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import EnvironmentParameterRangesTypeDef

def get_value() -> EnvironmentParameterRangesTypeDef:
    return {
        "CategoricalParameterRanges": ...,
    }

Definition

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

1. See CategoricalParameterTypeDef

ClarifyShapConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ClarifyShapConfigTypeDef

def get_value() -> ClarifyShapConfigTypeDef:
    return {
        "ShapBaselineConfig": ...,
    }

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

CodeRepositorySummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CodeRepositorySummaryTypeDef

def get_value() -> CodeRepositorySummaryTypeDef:
    return {
        "CodeRepositoryName": ...,
        "CodeRepositoryArn": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
    }

Definition

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

1. See GitConfigTypeDef

CreateCodeRepositoryInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateCodeRepositoryInputRequestTypeDef

def get_value() -> CreateCodeRepositoryInputRequestTypeDef:
    return {
        "CodeRepositoryName": ...,
        "GitConfig": ...,
    }

Definition

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

1. See GitConfigTypeDef
2. See TagTypeDef

DescribeCodeRepositoryOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeCodeRepositoryOutputTypeDef

def get_value() -> DescribeCodeRepositoryOutputTypeDef:
    return {
        "CodeRepositoryName": ...,
        "CodeRepositoryArn": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
        "GitConfig": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See GitConfigTypeDef
2. See ResponseMetadataTypeDef

DebugHookConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DebugHookConfigTypeDef

def get_value() -> DebugHookConfigTypeDef:
    return {
        "S3OutputPath": ...,
    }

Definition

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

1. See CollectionConfigurationTypeDef

ListCompilationJobsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListCompilationJobsResponseTypeDef

def get_value() -> ListCompilationJobsResponseTypeDef:
    return {
        "CompilationJobSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See CompilationJobSummaryTypeDef
2. See ResponseMetadataTypeDef

ContextSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ContextSummaryTypeDef

def get_value() -> ContextSummaryTypeDef:
    return {
        "ContextArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateContextRequestRequestTypeDef

def get_value() -> CreateContextRequestRequestTypeDef:
    return {
        "ContextName": ...,
        "Source": ...,
        "ContextType": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import TuningJobCompletionCriteriaTypeDef

def get_value() -> TuningJobCompletionCriteriaTypeDef:
    return {
        "TargetObjectiveMetricValue": ...,
    }

Definition

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

1. See BestObjectiveNotImprovingTypeDef
2. See ConvergenceDetectedTypeDef

CreateActionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateActionRequestRequestTypeDef

def get_value() -> CreateActionRequestRequestTypeDef:
    return {
        "ActionName": ...,
        "Source": ...,
        "ActionType": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateTrialRequestRequestTypeDef

def get_value() -> CreateTrialRequestRequestTypeDef:
    return {
        "TrialName": ...,
        "ExperimentName": ...,
    }

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

CreateAppRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateAppRequestRequestTypeDef

def get_value() -> CreateAppRequestRequestTypeDef:
    return {
        "DomainId": ...,
        "AppType": ...,
        "AppName": ...,
    }

Definition

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

1. See AppTypeType
2. See TagTypeDef
3. See ResourceSpecTypeDef

DescribeAppResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeAppResponseTypeDef

def get_value() -> DescribeAppResponseTypeDef:
    return {
        "AppArn": ...,
        "AppType": ...,
        "AppName": ...,
        "DomainId": ...,
        "UserProfileName": ...,
        "Status": ...,
        "LastHealthCheckTimestamp": ...,
        "LastUserActivityTimestamp": ...,
        "CreationTime": ...,
        "FailureReason": ...,
        "ResourceSpec": ...,
        "SpaceName": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See AppTypeType
2. See AppStatusType
3. See ResourceSpecTypeDef
4. See ResponseMetadataTypeDef

JupyterServerAppSettingsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import JupyterServerAppSettingsTypeDef

def get_value() -> JupyterServerAppSettingsTypeDef:
    return {
        "DefaultResourceSpec": ...,
    }

Definition

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

1. See ResourceSpecTypeDef
2. See CodeRepositoryTypeDef

RStudioServerProDomainSettingsForUpdateTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import RStudioServerProDomainSettingsForUpdateTypeDef

def get_value() -> RStudioServerProDomainSettingsForUpdateTypeDef:
    return {
        "DomainExecutionRoleArn": ...,
    }

Definition

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

1. See ResourceSpecTypeDef

RStudioServerProDomainSettingsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import RStudioServerProDomainSettingsTypeDef

def get_value() -> RStudioServerProDomainSettingsTypeDef:
    return {
        "DomainExecutionRoleArn": ...,
    }

Definition

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

1. See ResourceSpecTypeDef

TensorBoardAppSettingsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TensorBoardAppSettingsTypeDef

def get_value() -> TensorBoardAppSettingsTypeDef:
    return {
        "DefaultResourceSpec": ...,
    }

Definition

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

1. See ResourceSpecTypeDef

CreateDeviceFleetRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateDeviceFleetRequestRequestTypeDef

def get_value() -> CreateDeviceFleetRequestRequestTypeDef:
    return {
        "DeviceFleetName": ...,
        "OutputConfig": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateEdgePackagingJobRequestRequestTypeDef

def get_value() -> CreateEdgePackagingJobRequestRequestTypeDef:
    return {
        "EdgePackagingJobName": ...,
        "CompilationJobName": ...,
        "ModelName": ...,
        "ModelVersion": ...,
        "RoleArn": ...,
        "OutputConfig": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeDeviceFleetResponseTypeDef

def get_value() -> DescribeDeviceFleetResponseTypeDef:
    return {
        "DeviceFleetName": ...,
        "DeviceFleetArn": ...,
        "OutputConfig": ...,
        "Description": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
        "RoleArn": ...,
        "IotRoleAlias": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateDeviceFleetRequestRequestTypeDef

def get_value() -> UpdateDeviceFleetRequestRequestTypeDef:
    return {
        "DeviceFleetName": ...,
        "OutputConfig": ...,
    }

Definition

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

1. See EdgeOutputConfigTypeDef

UpdateFeatureGroupRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateFeatureGroupRequestRequestTypeDef

def get_value() -> UpdateFeatureGroupRequestRequestTypeDef:
    return {
        "FeatureGroupName": ...,
    }

Definition

class UpdateFeatureGroupRequestRequestTypeDef(TypedDict):
    FeatureGroupName: str,
    FeatureAdditions: NotRequired[Sequence[FeatureDefinitionTypeDef]],  # (1)

1. See FeatureDefinitionTypeDef

CreateHubRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateHubRequestRequestTypeDef

def get_value() -> CreateHubRequestRequestTypeDef:
    return {
        "HubName": ...,
        "HubDescription": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeHubResponseTypeDef

def get_value() -> DescribeHubResponseTypeDef:
    return {
        "HubName": ...,
        "HubArn": ...,
        "HubDisplayName": ...,
        "HubDescription": ...,
        "HubSearchKeywords": ...,
        "S3StorageConfig": ...,
        "HubStatus": ...,
        "FailureReason": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateHumanTaskUiRequestRequestTypeDef

def get_value() -> CreateHumanTaskUiRequestRequestTypeDef:
    return {
        "HumanTaskUiName": ...,
        "UiTemplate": ...,
    }

Definition

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

1. See UiTemplateTypeDef
2. See TagTypeDef

InferenceExperimentSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import InferenceExperimentSummaryTypeDef

def get_value() -> InferenceExperimentSummaryTypeDef:
    return {
        "Name": ...,
        "Type": ...,
        "Status": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
    }

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

CreateModelCardExportJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateModelCardExportJobRequestRequestTypeDef

def get_value() -> CreateModelCardExportJobRequestRequestTypeDef:
    return {
        "ModelCardName": ...,
        "ModelCardExportJobName": ...,
        "OutputConfig": ...,
    }

Definition

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

1. See ModelCardExportOutputConfigTypeDef

CreateModelCardRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateModelCardRequestRequestTypeDef

def get_value() -> CreateModelCardRequestRequestTypeDef:
    return {
        "ModelCardName": ...,
        "Content": ...,
        "ModelCardStatus": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateNotebookInstanceInputRequestTypeDef

def get_value() -> CreateNotebookInstanceInputRequestTypeDef:
    return {
        "NotebookInstanceName": ...,
        "InstanceType": ...,
        "RoleArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeNotebookInstanceOutputTypeDef

def get_value() -> DescribeNotebookInstanceOutputTypeDef:
    return {
        "NotebookInstanceArn": ...,
        "NotebookInstanceName": ...,
        "NotebookInstanceStatus": ...,
        "FailureReason": ...,
        "Url": ...,
        "InstanceType": ...,
        "SubnetId": ...,
        "SecurityGroups": ...,
        "RoleArn": ...,
        "KmsKeyId": ...,
        "NetworkInterfaceId": ...,
        "LastModifiedTime": ...,
        "CreationTime": ...,
        "NotebookInstanceLifecycleConfigName": ...,
        "DirectInternetAccess": ...,
        "VolumeSizeInGB": ...,
        "AcceleratorTypes": ...,
        "DefaultCodeRepository": ...,
        "AdditionalCodeRepositories": ...,
        "RootAccess": ...,
        "PlatformIdentifier": ...,
        "InstanceMetadataServiceConfiguration": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateNotebookInstanceInputRequestTypeDef

def get_value() -> UpdateNotebookInstanceInputRequestTypeDef:
    return {
        "NotebookInstanceName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateNotebookInstanceLifecycleConfigInputRequestTypeDef

def get_value() -> CreateNotebookInstanceLifecycleConfigInputRequestTypeDef:
    return {
        "NotebookInstanceLifecycleConfigName": ...,
    }

Definition

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

1. See NotebookInstanceLifecycleHookTypeDef
2. See NotebookInstanceLifecycleHookTypeDef

DescribeNotebookInstanceLifecycleConfigOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeNotebookInstanceLifecycleConfigOutputTypeDef

def get_value() -> DescribeNotebookInstanceLifecycleConfigOutputTypeDef:
    return {
        "NotebookInstanceLifecycleConfigArn": ...,
        "NotebookInstanceLifecycleConfigName": ...,
        "OnCreate": ...,
        "OnStart": ...,
        "LastModifiedTime": ...,
        "CreationTime": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateNotebookInstanceLifecycleConfigInputRequestTypeDef

def get_value() -> UpdateNotebookInstanceLifecycleConfigInputRequestTypeDef:
    return {
        "NotebookInstanceLifecycleConfigName": ...,
    }

Definition

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

1. See NotebookInstanceLifecycleHookTypeDef
2. See NotebookInstanceLifecycleHookTypeDef

RetryPipelineExecutionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import RetryPipelineExecutionRequestRequestTypeDef

def get_value() -> RetryPipelineExecutionRequestRequestTypeDef:
    return {
        "PipelineExecutionArn": ...,
        "ClientRequestToken": ...,
    }

Definition

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

1. See ParallelismConfigurationTypeDef

UpdatePipelineExecutionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdatePipelineExecutionRequestRequestTypeDef

def get_value() -> UpdatePipelineExecutionRequestRequestTypeDef:
    return {
        "PipelineExecutionArn": ...,
    }

Definition

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

1. See ParallelismConfigurationTypeDef

CreatePipelineRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreatePipelineRequestRequestTypeDef

def get_value() -> CreatePipelineRequestRequestTypeDef:
    return {
        "PipelineName": ...,
        "ClientRequestToken": ...,
        "RoleArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdatePipelineRequestRequestTypeDef

def get_value() -> UpdatePipelineRequestRequestTypeDef:
    return {
        "PipelineName": ...,
    }

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

CreateTrialComponentRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateTrialComponentRequestRequestTypeDef

def get_value() -> CreateTrialComponentRequestRequestTypeDef:
    return {
        "TrialComponentName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateTrialComponentRequestRequestTypeDef

def get_value() -> UpdateTrialComponentRequestRequestTypeDef:
    return {
        "TrialComponentName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateWorkforceRequestRequestTypeDef

def get_value() -> CreateWorkforceRequestRequestTypeDef:
    return {
        "WorkforceName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateWorkforceRequestRequestTypeDef

def get_value() -> UpdateWorkforceRequestRequestTypeDef:
    return {
        "WorkforceName": ...,
    }

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

KernelGatewayAppSettingsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import KernelGatewayAppSettingsTypeDef

def get_value() -> KernelGatewayAppSettingsTypeDef:
    return {
        "DefaultResourceSpec": ...,
    }

Definition

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

1. See ResourceSpecTypeDef
2. See CustomImageTypeDef

RSessionAppSettingsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import RSessionAppSettingsTypeDef

def get_value() -> RSessionAppSettingsTypeDef:
    return {
        "DefaultResourceSpec": ...,
    }

Definition

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

1. See ResourceSpecTypeDef
2. See CustomImageTypeDef

ModelBiasBaselineConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelBiasBaselineConfigTypeDef

def get_value() -> ModelBiasBaselineConfigTypeDef:
    return {
        "BaseliningJobName": ...,
    }

Definition

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

1. See MonitoringConstraintsResourceTypeDef

ModelExplainabilityBaselineConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelExplainabilityBaselineConfigTypeDef

def get_value() -> ModelExplainabilityBaselineConfigTypeDef:
    return {
        "BaseliningJobName": ...,
    }

Definition

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

1. See MonitoringConstraintsResourceTypeDef

ModelQualityBaselineConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelQualityBaselineConfigTypeDef

def get_value() -> ModelQualityBaselineConfigTypeDef:
    return {
        "BaseliningJobName": ...,
    }

Definition

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

1. See MonitoringConstraintsResourceTypeDef

DataQualityBaselineConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DataQualityBaselineConfigTypeDef

def get_value() -> DataQualityBaselineConfigTypeDef:
    return {
        "BaseliningJobName": ...,
    }

Definition

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

1. See MonitoringConstraintsResourceTypeDef
2. See MonitoringStatisticsResourceTypeDef

MonitoringBaselineConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringBaselineConfigTypeDef

def get_value() -> MonitoringBaselineConfigTypeDef:
    return {
        "BaseliningJobName": ...,
    }

Definition

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

1. See MonitoringConstraintsResourceTypeDef
2. See MonitoringStatisticsResourceTypeDef

DataSourceTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DataSourceTypeDef

def get_value() -> DataSourceTypeDef:
    return {
        "S3DataSource": ...,
    }

Definition

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

1. See S3DataSourceTypeDef
2. See FileSystemDataSourceTypeDef

DatasetDefinitionTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DatasetDefinitionTypeDef

def get_value() -> DatasetDefinitionTypeDef:
    return {
        "AthenaDatasetDefinition": ...,
    }

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

DeleteDomainRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteDomainRequestRequestTypeDef

def get_value() -> DeleteDomainRequestRequestTypeDef:
    return {
        "DomainId": ...,
    }

Definition

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

1. See RetentionPolicyTypeDef

DeploymentStageTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeploymentStageTypeDef

def get_value() -> DeploymentStageTypeDef:
    return {
        "StageName": ...,
        "DeviceSelectionConfig": ...,
    }

Definition

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

1. See DeviceSelectionConfigTypeDef
2. See EdgeDeploymentConfigTypeDef

DeploymentStageStatusSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeploymentStageStatusSummaryTypeDef

def get_value() -> DeploymentStageStatusSummaryTypeDef:
    return {
        "StageName": ...,
        "DeviceSelectionConfig": ...,
        "DeploymentConfig": ...,
        "DeploymentStatus": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeDeviceResponseTypeDef

def get_value() -> DescribeDeviceResponseTypeDef:
    return {
        "DeviceArn": ...,
        "DeviceName": ...,
        "Description": ...,
        "DeviceFleetName": ...,
        "IotThingName": ...,
        "RegistrationTime": ...,
        "LatestHeartbeat": ...,
        "Models": ...,
        "MaxModels": ...,
        "NextToken": ...,
        "AgentVersion": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeEdgePackagingJobResponseTypeDef

def get_value() -> DescribeEdgePackagingJobResponseTypeDef:
    return {
        "EdgePackagingJobArn": ...,
        "EdgePackagingJobName": ...,
        "CompilationJobName": ...,
        "ModelName": ...,
        "ModelVersion": ...,
        "RoleArn": ...,
        "OutputConfig": ...,
        "ResourceKey": ...,
        "EdgePackagingJobStatus": ...,
        "EdgePackagingJobStatusMessage": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
        "ModelArtifact": ...,
        "ModelSignature": ...,
        "PresetDeploymentOutput": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeEndpointInputEndpointDeletedWaitTypeDef

def get_value() -> DescribeEndpointInputEndpointDeletedWaitTypeDef:
    return {
        "EndpointName": ...,
    }

Definition

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

1. See WaiterConfigTypeDef

DescribeEndpointInputEndpointInServiceWaitTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeEndpointInputEndpointInServiceWaitTypeDef

def get_value() -> DescribeEndpointInputEndpointInServiceWaitTypeDef:
    return {
        "EndpointName": ...,
    }

Definition

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

1. See WaiterConfigTypeDef

DescribeImageRequestImageCreatedWaitTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeImageRequestImageCreatedWaitTypeDef

def get_value() -> DescribeImageRequestImageCreatedWaitTypeDef:
    return {
        "ImageName": ...,
    }

Definition

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

1. See WaiterConfigTypeDef

DescribeImageRequestImageDeletedWaitTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeImageRequestImageDeletedWaitTypeDef

def get_value() -> DescribeImageRequestImageDeletedWaitTypeDef:
    return {
        "ImageName": ...,
    }

Definition

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

1. See WaiterConfigTypeDef

DescribeImageRequestImageUpdatedWaitTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeImageRequestImageUpdatedWaitTypeDef

def get_value() -> DescribeImageRequestImageUpdatedWaitTypeDef:
    return {
        "ImageName": ...,
    }

Definition

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

1. See WaiterConfigTypeDef

DescribeImageVersionRequestImageVersionCreatedWaitTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeImageVersionRequestImageVersionCreatedWaitTypeDef

def get_value() -> DescribeImageVersionRequestImageVersionCreatedWaitTypeDef:
    return {
        "ImageName": ...,
    }

Definition

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

1. See WaiterConfigTypeDef

DescribeImageVersionRequestImageVersionDeletedWaitTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeImageVersionRequestImageVersionDeletedWaitTypeDef

def get_value() -> DescribeImageVersionRequestImageVersionDeletedWaitTypeDef:
    return {
        "ImageName": ...,
    }

Definition

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

1. See WaiterConfigTypeDef

DescribeNotebookInstanceInputNotebookInstanceDeletedWaitTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeNotebookInstanceInputNotebookInstanceDeletedWaitTypeDef

def get_value() -> DescribeNotebookInstanceInputNotebookInstanceDeletedWaitTypeDef:
    return {
        "NotebookInstanceName": ...,
    }

Definition

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

1. See WaiterConfigTypeDef

DescribeNotebookInstanceInputNotebookInstanceInServiceWaitTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeNotebookInstanceInputNotebookInstanceInServiceWaitTypeDef

def get_value() -> DescribeNotebookInstanceInputNotebookInstanceInServiceWaitTypeDef:
    return {
        "NotebookInstanceName": ...,
    }

Definition

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

1. See WaiterConfigTypeDef

DescribeNotebookInstanceInputNotebookInstanceStoppedWaitTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeNotebookInstanceInputNotebookInstanceStoppedWaitTypeDef

def get_value() -> DescribeNotebookInstanceInputNotebookInstanceStoppedWaitTypeDef:
    return {
        "NotebookInstanceName": ...,
    }

Definition

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

1. See WaiterConfigTypeDef

DescribeProcessingJobRequestProcessingJobCompletedOrStoppedWaitTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeProcessingJobRequestProcessingJobCompletedOrStoppedWaitTypeDef

def get_value() -> DescribeProcessingJobRequestProcessingJobCompletedOrStoppedWaitTypeDef:
    return {
        "ProcessingJobName": ...,
    }

Definition

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

1. See WaiterConfigTypeDef

DescribeTrainingJobRequestTrainingJobCompletedOrStoppedWaitTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeTrainingJobRequestTrainingJobCompletedOrStoppedWaitTypeDef

def get_value() -> DescribeTrainingJobRequestTrainingJobCompletedOrStoppedWaitTypeDef:
    return {
        "TrainingJobName": ...,
    }

Definition

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

1. See WaiterConfigTypeDef

DescribeTransformJobRequestTransformJobCompletedOrStoppedWaitTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeTransformJobRequestTransformJobCompletedOrStoppedWaitTypeDef

def get_value() -> DescribeTransformJobRequestTransformJobCompletedOrStoppedWaitTypeDef:
    return {
        "TransformJobName": ...,
    }

Definition

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

1. See WaiterConfigTypeDef

ExperimentSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ExperimentSummaryTypeDef

def get_value() -> ExperimentSummaryTypeDef:
    return {
        "ExperimentArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import FeatureGroupSummaryTypeDef

def get_value() -> FeatureGroupSummaryTypeDef:
    return {
        "FeatureGroupName": ...,
        "FeatureGroupArn": ...,
        "CreationTime": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeFeatureMetadataResponseTypeDef

def get_value() -> DescribeFeatureMetadataResponseTypeDef:
    return {
        "FeatureGroupArn": ...,
        "FeatureGroupName": ...,
        "FeatureName": ...,
        "FeatureType": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
        "Description": ...,
        "Parameters": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import FeatureMetadataTypeDef

def get_value() -> FeatureMetadataTypeDef:
    return {
        "FeatureGroupArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateFeatureMetadataRequestRequestTypeDef

def get_value() -> UpdateFeatureMetadataRequestRequestTypeDef:
    return {
        "FeatureGroupName": ...,
        "FeatureName": ...,
    }

Definition

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

1. See FeatureParameterTypeDef

DescribeHubContentResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeHubContentResponseTypeDef

def get_value() -> DescribeHubContentResponseTypeDef:
    return {
        "HubContentName": ...,
        "HubContentArn": ...,
        "HubContentVersion": ...,
        "HubContentType": ...,
        "DocumentSchemaVersion": ...,
        "HubName": ...,
        "HubArn": ...,
        "HubContentDisplayName": ...,
        "HubContentDescription": ...,
        "HubContentMarkdown": ...,
        "HubContentDocument": ...,
        "HubContentSearchKeywords": ...,
        "HubContentDependencies": ...,
        "HubContentStatus": ...,
        "FailureReason": ...,
        "CreationTime": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeHumanTaskUiResponseTypeDef

def get_value() -> DescribeHumanTaskUiResponseTypeDef:
    return {
        "HumanTaskUiArn": ...,
        "HumanTaskUiName": ...,
        "HumanTaskUiStatus": ...,
        "CreationTime": ...,
        "UiTemplate": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeModelCardExportJobResponseTypeDef

def get_value() -> DescribeModelCardExportJobResponseTypeDef:
    return {
        "ModelCardExportJobName": ...,
        "ModelCardExportJobArn": ...,
        "Status": ...,
        "ModelCardName": ...,
        "ModelCardVersion": ...,
        "OutputConfig": ...,
        "CreatedAt": ...,
        "LastModifiedAt": ...,
        "FailureReason": ...,
        "ExportArtifacts": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListMonitoringExecutionsResponseTypeDef

def get_value() -> ListMonitoringExecutionsResponseTypeDef:
    return {
        "MonitoringExecutionSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See MonitoringExecutionSummaryTypeDef
2. See ResponseMetadataTypeDef

DescribeSubscribedWorkteamResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeSubscribedWorkteamResponseTypeDef

def get_value() -> DescribeSubscribedWorkteamResponseTypeDef:
    return {
        "SubscribedWorkteam": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See SubscribedWorkteamTypeDef
2. See ResponseMetadataTypeDef

ListSubscribedWorkteamsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListSubscribedWorkteamsResponseTypeDef

def get_value() -> ListSubscribedWorkteamsResponseTypeDef:
    return {
        "SubscribedWorkteams": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See SubscribedWorkteamTypeDef
2. See ResponseMetadataTypeDef

TrainingJobSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TrainingJobSummaryTypeDef

def get_value() -> TrainingJobSummaryTypeDef:
    return {
        "TrainingJobName": ...,
        "TrainingJobArn": ...,
        "CreationTime": ...,
        "TrainingJobStatus": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import TrialSummaryTypeDef

def get_value() -> TrialSummaryTypeDef:
    return {
        "TrialArn": ...,
    }

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

UpdateEndpointWeightsAndCapacitiesInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateEndpointWeightsAndCapacitiesInputRequestTypeDef

def get_value() -> UpdateEndpointWeightsAndCapacitiesInputRequestTypeDef:
    return {
        "EndpointName": ...,
        "DesiredWeightsAndCapacities": ...,
    }

Definition

class UpdateEndpointWeightsAndCapacitiesInputRequestTypeDef(TypedDict):
    EndpointName: str,
    DesiredWeightsAndCapacities: Sequence[DesiredWeightAndCapacityTypeDef],  # (1)

1. See DesiredWeightAndCapacityTypeDef

ListStageDevicesResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListStageDevicesResponseTypeDef

def get_value() -> ListStageDevicesResponseTypeDef:
    return {
        "DeviceDeploymentSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See DeviceDeploymentSummaryTypeDef
2. See ResponseMetadataTypeDef

ListDeviceFleetsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListDeviceFleetsResponseTypeDef

def get_value() -> ListDeviceFleetsResponseTypeDef:
    return {
        "DeviceFleetSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See DeviceFleetSummaryTypeDef
2. See ResponseMetadataTypeDef

DeviceSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeviceSummaryTypeDef

def get_value() -> DeviceSummaryTypeDef:
    return {
        "DeviceName": ...,
        "DeviceArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import RegisterDevicesRequestRequestTypeDef

def get_value() -> RegisterDevicesRequestRequestTypeDef:
    return {
        "DeviceFleetName": ...,
        "Devices": ...,
    }

Definition

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

1. See DeviceTypeDef
2. See TagTypeDef

UpdateDevicesRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateDevicesRequestRequestTypeDef

def get_value() -> UpdateDevicesRequestRequestTypeDef:
    return {
        "DeviceFleetName": ...,
        "Devices": ...,
    }

Definition

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

1. See DeviceTypeDef

ListDomainsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListDomainsResponseTypeDef

def get_value() -> ListDomainsResponseTypeDef:
    return {
        "Domains": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See DomainDetailsTypeDef
2. See ResponseMetadataTypeDef

DriftCheckBiasTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DriftCheckBiasTypeDef

def get_value() -> DriftCheckBiasTypeDef:
    return {
        "ConfigFile": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DriftCheckExplainabilityTypeDef

def get_value() -> DriftCheckExplainabilityTypeDef:
    return {
        "Constraints": ...,
    }

Definition

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

1. See MetricsSourceTypeDef
2. See FileSourceTypeDef

ListEdgeDeploymentPlansResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListEdgeDeploymentPlansResponseTypeDef

def get_value() -> ListEdgeDeploymentPlansResponseTypeDef:
    return {
        "EdgeDeploymentPlanSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See EdgeDeploymentPlanSummaryTypeDef
2. See ResponseMetadataTypeDef

GetDeviceFleetReportResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import GetDeviceFleetReportResponseTypeDef

def get_value() -> GetDeviceFleetReportResponseTypeDef:
    return {
        "DeviceFleetArn": ...,
        "DeviceFleetName": ...,
        "OutputConfig": ...,
        "Description": ...,
        "ReportGenerated": ...,
        "DeviceStats": ...,
        "AgentVersions": ...,
        "ModelStats": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListEdgePackagingJobsResponseTypeDef

def get_value() -> ListEdgePackagingJobsResponseTypeDef:
    return {
        "EdgePackagingJobSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See EdgePackagingJobSummaryTypeDef
2. See ResponseMetadataTypeDef

ListEndpointConfigsOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListEndpointConfigsOutputTypeDef

def get_value() -> ListEndpointConfigsOutputTypeDef:
    return {
        "EndpointConfigs": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See EndpointConfigSummaryTypeDef
2. See ResponseMetadataTypeDef

EndpointPerformanceTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import EndpointPerformanceTypeDef

def get_value() -> EndpointPerformanceTypeDef:
    return {
        "Metrics": ...,
        "EndpointInfo": ...,
    }

Definition

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

1. See InferenceMetricsTypeDef
2. See EndpointInfoTypeDef

ListEndpointsOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListEndpointsOutputTypeDef

def get_value() -> ListEndpointsOutputTypeDef:
    return {
        "Endpoints": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See EndpointSummaryTypeDef
2. See ResponseMetadataTypeDef

ModelConfigurationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelConfigurationTypeDef

def get_value() -> ModelConfigurationTypeDef:
    return {
        "InferenceSpecificationName": ...,
    }

Definition

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

1. See EnvironmentParameterTypeDef

NestedFiltersTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import NestedFiltersTypeDef

def get_value() -> NestedFiltersTypeDef:
    return {
        "NestedPropertyName": ...,
        "Filters": ...,
    }

Definition

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

1. See FilterTypeDef

HyperParameterTrainingJobSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import HyperParameterTrainingJobSummaryTypeDef

def get_value() -> HyperParameterTrainingJobSummaryTypeDef:
    return {
        "TrainingJobName": ...,
        "TrainingJobArn": ...,
        "CreationTime": ...,
        "TrainingJobStatus": ...,
        "TunedHyperParameters": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListFlowDefinitionsResponseTypeDef

def get_value() -> ListFlowDefinitionsResponseTypeDef:
    return {
        "FlowDefinitionSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See FlowDefinitionSummaryTypeDef
2. See ResponseMetadataTypeDef

GetSearchSuggestionsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import GetSearchSuggestionsResponseTypeDef

def get_value() -> GetSearchSuggestionsResponseTypeDef:
    return {
        "PropertyNameSuggestions": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See PropertyNameSuggestionTypeDef
2. See ResponseMetadataTypeDef

UpdateCodeRepositoryInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateCodeRepositoryInputRequestTypeDef

def get_value() -> UpdateCodeRepositoryInputRequestTypeDef:
    return {
        "CodeRepositoryName": ...,
    }

Definition

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

1. See GitConfigForUpdateTypeDef

ListHubContentVersionsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListHubContentVersionsResponseTypeDef

def get_value() -> ListHubContentVersionsResponseTypeDef:
    return {
        "HubContentSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See HubContentInfoTypeDef
2. See ResponseMetadataTypeDef

ListHubContentsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListHubContentsResponseTypeDef

def get_value() -> ListHubContentsResponseTypeDef:
    return {
        "HubContentSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See HubContentInfoTypeDef
2. See ResponseMetadataTypeDef

ListHubsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListHubsResponseTypeDef

def get_value() -> ListHubsResponseTypeDef:
    return {
        "HubSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See HubInfoTypeDef
2. See ResponseMetadataTypeDef

HumanLoopActivationConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import HumanLoopActivationConfigTypeDef

def get_value() -> HumanLoopActivationConfigTypeDef:
    return {
        "HumanLoopActivationConditionsConfig": ...,
    }

Definition

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

1. See HumanLoopActivationConditionsConfigTypeDef

ListHumanTaskUisResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListHumanTaskUisResponseTypeDef

def get_value() -> ListHumanTaskUisResponseTypeDef:
    return {
        "HumanTaskUiSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See HumanTaskUiSummaryTypeDef
2. See ResponseMetadataTypeDef

HyperParameterTuningResourceConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import HyperParameterTuningResourceConfigTypeDef

def get_value() -> HyperParameterTuningResourceConfigTypeDef:
    return {
        "InstanceType": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import HyperParameterTuningJobSummaryTypeDef

def get_value() -> HyperParameterTuningJobSummaryTypeDef:
    return {
        "HyperParameterTuningJobName": ...,
        "HyperParameterTuningJobArn": ...,
        "HyperParameterTuningJobStatus": ...,
        "Strategy": ...,
        "CreationTime": ...,
        "TrainingJobStatusCounters": ...,
        "ObjectiveStatusCounters": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import HyperParameterTuningJobStrategyConfigTypeDef

def get_value() -> HyperParameterTuningJobStrategyConfigTypeDef:
    return {
        "HyperbandStrategyConfig": ...,
    }

Definition

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

1. See HyperbandStrategyConfigTypeDef

HyperParameterTuningJobWarmStartConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import HyperParameterTuningJobWarmStartConfigTypeDef

def get_value() -> HyperParameterTuningJobWarmStartConfigTypeDef:
    return {
        "ParentHyperParameterTuningJobs": ...,
        "WarmStartType": ...,
    }

Definition

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

1. See ParentHyperParameterTuningJobTypeDef
2. See HyperParameterTuningJobWarmStartTypeType

UserContextTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UserContextTypeDef

def get_value() -> UserContextTypeDef:
    return {
        "UserProfileArn": ...,
    }

Definition

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

1. See IamIdentityTypeDef

ImageConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ImageConfigTypeDef

def get_value() -> ImageConfigTypeDef:
    return {
        "RepositoryAccessMode": ...,
    }

Definition

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

1. See RepositoryAccessModeType
2. See RepositoryAuthConfigTypeDef

ListImagesResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListImagesResponseTypeDef

def get_value() -> ListImagesResponseTypeDef:
    return {
        "Images": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ImageTypeDef
2. See ResponseMetadataTypeDef

ListImageVersionsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListImageVersionsResponseTypeDef

def get_value() -> ListImageVersionsResponseTypeDef:
    return {
        "ImageVersions": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ImageVersionTypeDef
2. See ResponseMetadataTypeDef

ListInferenceRecommendationsJobsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListInferenceRecommendationsJobsResponseTypeDef

def get_value() -> ListInferenceRecommendationsJobsResponseTypeDef:
    return {
        "InferenceRecommendationsJobs": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See InferenceRecommendationsJobTypeDef
2. See ResponseMetadataTypeDef

ResourceConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ResourceConfigTypeDef

def get_value() -> ResourceConfigTypeDef:
    return {
        "VolumeSizeInGB": ...,
    }

Definition

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

1. See TrainingInstanceTypeType
2. See InstanceGroupTypeDef

ParameterRangeTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ParameterRangeTypeDef

def get_value() -> ParameterRangeTypeDef:
    return {
        "IntegerParameterRangeSpecification": ...,
    }

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

ParameterRangesTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ParameterRangesTypeDef

def get_value() -> ParameterRangesTypeDef:
    return {
        "IntegerParameterRanges": ...,
    }

Definition

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

1. See IntegerParameterRangeTypeDef
2. See ContinuousParameterRangeTypeDef
3. See CategoricalParameterRangeTypeDef

KernelGatewayImageConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import KernelGatewayImageConfigTypeDef

def get_value() -> KernelGatewayImageConfigTypeDef:
    return {
        "KernelSpecs": ...,
    }

Definition

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

1. See KernelSpecTypeDef
2. See FileSystemConfigTypeDef

LabelingJobForWorkteamSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import LabelingJobForWorkteamSummaryTypeDef

def get_value() -> LabelingJobForWorkteamSummaryTypeDef:
    return {
        "JobReferenceCode": ...,
        "WorkRequesterAccountId": ...,
        "CreationTime": ...,
    }

Definition

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

1. See LabelCountersForWorkteamTypeDef

LabelingJobDataSourceTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import LabelingJobDataSourceTypeDef

def get_value() -> LabelingJobDataSourceTypeDef:
    return {
        "S3DataSource": ...,
    }

Definition

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

1. See LabelingJobS3DataSourceTypeDef
2. See LabelingJobSnsDataSourceTypeDef

ListLineageGroupsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListLineageGroupsResponseTypeDef

def get_value() -> ListLineageGroupsResponseTypeDef:
    return {
        "LineageGroupSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See LineageGroupSummaryTypeDef
2. See ResponseMetadataTypeDef

ListActionsRequestListActionsPaginateTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListActionsRequestListActionsPaginateTypeDef

def get_value() -> ListActionsRequestListActionsPaginateTypeDef:
    return {
        "SourceUri": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListAlgorithmsInputListAlgorithmsPaginateTypeDef

def get_value() -> ListAlgorithmsInputListAlgorithmsPaginateTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListAliasesRequestListAliasesPaginateTypeDef

def get_value() -> ListAliasesRequestListAliasesPaginateTypeDef:
    return {
        "ImageName": ...,
    }

Definition

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

1. See PaginatorConfigTypeDef

ListAppImageConfigsRequestListAppImageConfigsPaginateTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListAppImageConfigsRequestListAppImageConfigsPaginateTypeDef

def get_value() -> ListAppImageConfigsRequestListAppImageConfigsPaginateTypeDef:
    return {
        "NameContains": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListAppsRequestListAppsPaginateTypeDef

def get_value() -> ListAppsRequestListAppsPaginateTypeDef:
    return {
        "SortOrder": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListArtifactsRequestListArtifactsPaginateTypeDef

def get_value() -> ListArtifactsRequestListArtifactsPaginateTypeDef:
    return {
        "SourceUri": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListAssociationsRequestListAssociationsPaginateTypeDef

def get_value() -> ListAssociationsRequestListAssociationsPaginateTypeDef:
    return {
        "SourceArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListAutoMLJobsRequestListAutoMLJobsPaginateTypeDef

def get_value() -> ListAutoMLJobsRequestListAutoMLJobsPaginateTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListCandidatesForAutoMLJobRequestListCandidatesForAutoMLJobPaginateTypeDef

def get_value() -> ListCandidatesForAutoMLJobRequestListCandidatesForAutoMLJobPaginateTypeDef:
    return {
        "AutoMLJobName": ...,
    }

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

ListCodeRepositoriesInputListCodeRepositoriesPaginateTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListCodeRepositoriesInputListCodeRepositoriesPaginateTypeDef

def get_value() -> ListCodeRepositoriesInputListCodeRepositoriesPaginateTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListCompilationJobsRequestListCompilationJobsPaginateTypeDef

def get_value() -> ListCompilationJobsRequestListCompilationJobsPaginateTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListContextsRequestListContextsPaginateTypeDef

def get_value() -> ListContextsRequestListContextsPaginateTypeDef:
    return {
        "SourceUri": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListDataQualityJobDefinitionsRequestListDataQualityJobDefinitionsPaginateTypeDef

def get_value() -> ListDataQualityJobDefinitionsRequestListDataQualityJobDefinitionsPaginateTypeDef:
    return {
        "EndpointName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListDeviceFleetsRequestListDeviceFleetsPaginateTypeDef

def get_value() -> ListDeviceFleetsRequestListDeviceFleetsPaginateTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListDevicesRequestListDevicesPaginateTypeDef

def get_value() -> ListDevicesRequestListDevicesPaginateTypeDef:
    return {
        "LatestHeartbeatAfter": ...,
    }

Definition

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

1. See PaginatorConfigTypeDef

ListDomainsRequestListDomainsPaginateTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListDomainsRequestListDomainsPaginateTypeDef

def get_value() -> ListDomainsRequestListDomainsPaginateTypeDef:
    return {
        "PaginationConfig": ...,
    }

Definition

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

1. See PaginatorConfigTypeDef

ListEdgeDeploymentPlansRequestListEdgeDeploymentPlansPaginateTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListEdgeDeploymentPlansRequestListEdgeDeploymentPlansPaginateTypeDef

def get_value() -> ListEdgeDeploymentPlansRequestListEdgeDeploymentPlansPaginateTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListEdgePackagingJobsRequestListEdgePackagingJobsPaginateTypeDef

def get_value() -> ListEdgePackagingJobsRequestListEdgePackagingJobsPaginateTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListEndpointConfigsInputListEndpointConfigsPaginateTypeDef

def get_value() -> ListEndpointConfigsInputListEndpointConfigsPaginateTypeDef:
    return {
        "SortBy": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListEndpointsInputListEndpointsPaginateTypeDef

def get_value() -> ListEndpointsInputListEndpointsPaginateTypeDef:
    return {
        "SortBy": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListExperimentsRequestListExperimentsPaginateTypeDef

def get_value() -> ListExperimentsRequestListExperimentsPaginateTypeDef:
    return {
        "CreatedAfter": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListFeatureGroupsRequestListFeatureGroupsPaginateTypeDef

def get_value() -> ListFeatureGroupsRequestListFeatureGroupsPaginateTypeDef:
    return {
        "NameContains": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListFlowDefinitionsRequestListFlowDefinitionsPaginateTypeDef

def get_value() -> ListFlowDefinitionsRequestListFlowDefinitionsPaginateTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListHumanTaskUisRequestListHumanTaskUisPaginateTypeDef

def get_value() -> ListHumanTaskUisRequestListHumanTaskUisPaginateTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListHyperParameterTuningJobsRequestListHyperParameterTuningJobsPaginateTypeDef

def get_value() -> ListHyperParameterTuningJobsRequestListHyperParameterTuningJobsPaginateTypeDef:
    return {
        "SortBy": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListImageVersionsRequestListImageVersionsPaginateTypeDef

def get_value() -> ListImageVersionsRequestListImageVersionsPaginateTypeDef:
    return {
        "ImageName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListImagesRequestListImagesPaginateTypeDef

def get_value() -> ListImagesRequestListImagesPaginateTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

ListInferenceExperimentsRequestListInferenceExperimentsPaginateTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListInferenceExperimentsRequestListInferenceExperimentsPaginateTypeDef

def get_value() -> ListInferenceExperimentsRequestListInferenceExperimentsPaginateTypeDef:
    return {
        "NameContains": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListInferenceRecommendationsJobStepsRequestListInferenceRecommendationsJobStepsPaginateTypeDef

def get_value() -> ListInferenceRecommendationsJobStepsRequestListInferenceRecommendationsJobStepsPaginateTypeDef:
    return {
        "JobName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListInferenceRecommendationsJobsRequestListInferenceRecommendationsJobsPaginateTypeDef

def get_value() -> ListInferenceRecommendationsJobsRequestListInferenceRecommendationsJobsPaginateTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)

1. See RecommendationJobStatusType
2. See ListInferenceRecommendationsJobsSortByType
3. See SortOrderType
4. See PaginatorConfigTypeDef

ListLabelingJobsForWorkteamRequestListLabelingJobsForWorkteamPaginateTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListLabelingJobsForWorkteamRequestListLabelingJobsForWorkteamPaginateTypeDef

def get_value() -> ListLabelingJobsForWorkteamRequestListLabelingJobsForWorkteamPaginateTypeDef:
    return {
        "WorkteamArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListLabelingJobsRequestListLabelingJobsPaginateTypeDef

def get_value() -> ListLabelingJobsRequestListLabelingJobsPaginateTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListLineageGroupsRequestListLineageGroupsPaginateTypeDef

def get_value() -> ListLineageGroupsRequestListLineageGroupsPaginateTypeDef:
    return {
        "CreatedAfter": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelBiasJobDefinitionsRequestListModelBiasJobDefinitionsPaginateTypeDef

def get_value() -> ListModelBiasJobDefinitionsRequestListModelBiasJobDefinitionsPaginateTypeDef:
    return {
        "EndpointName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelCardExportJobsRequestListModelCardExportJobsPaginateTypeDef

def get_value() -> ListModelCardExportJobsRequestListModelCardExportJobsPaginateTypeDef:
    return {
        "ModelCardName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelCardVersionsRequestListModelCardVersionsPaginateTypeDef

def get_value() -> ListModelCardVersionsRequestListModelCardVersionsPaginateTypeDef:
    return {
        "ModelCardName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelCardsRequestListModelCardsPaginateTypeDef

def get_value() -> ListModelCardsRequestListModelCardsPaginateTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelExplainabilityJobDefinitionsRequestListModelExplainabilityJobDefinitionsPaginateTypeDef

def get_value() -> ListModelExplainabilityJobDefinitionsRequestListModelExplainabilityJobDefinitionsPaginateTypeDef:
    return {
        "EndpointName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelPackageGroupsInputListModelPackageGroupsPaginateTypeDef

def get_value() -> ListModelPackageGroupsInputListModelPackageGroupsPaginateTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelPackagesInputListModelPackagesPaginateTypeDef

def get_value() -> ListModelPackagesInputListModelPackagesPaginateTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelQualityJobDefinitionsRequestListModelQualityJobDefinitionsPaginateTypeDef

def get_value() -> ListModelQualityJobDefinitionsRequestListModelQualityJobDefinitionsPaginateTypeDef:
    return {
        "EndpointName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelsInputListModelsPaginateTypeDef

def get_value() -> ListModelsInputListModelsPaginateTypeDef:
    return {
        "SortBy": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListMonitoringAlertHistoryRequestListMonitoringAlertHistoryPaginateTypeDef

def get_value() -> ListMonitoringAlertHistoryRequestListMonitoringAlertHistoryPaginateTypeDef:
    return {
        "MonitoringScheduleName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListMonitoringAlertsRequestListMonitoringAlertsPaginateTypeDef

def get_value() -> ListMonitoringAlertsRequestListMonitoringAlertsPaginateTypeDef:
    return {
        "MonitoringScheduleName": ...,
    }

Definition

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

1. See PaginatorConfigTypeDef

ListMonitoringExecutionsRequestListMonitoringExecutionsPaginateTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListMonitoringExecutionsRequestListMonitoringExecutionsPaginateTypeDef

def get_value() -> ListMonitoringExecutionsRequestListMonitoringExecutionsPaginateTypeDef:
    return {
        "MonitoringScheduleName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListMonitoringSchedulesRequestListMonitoringSchedulesPaginateTypeDef

def get_value() -> ListMonitoringSchedulesRequestListMonitoringSchedulesPaginateTypeDef:
    return {
        "EndpointName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListNotebookInstanceLifecycleConfigsInputListNotebookInstanceLifecycleConfigsPaginateTypeDef

def get_value() -> ListNotebookInstanceLifecycleConfigsInputListNotebookInstanceLifecycleConfigsPaginateTypeDef:
    return {
        "SortBy": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListNotebookInstancesInputListNotebookInstancesPaginateTypeDef

def get_value() -> ListNotebookInstancesInputListNotebookInstancesPaginateTypeDef:
    return {
        "SortBy": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListPipelineExecutionStepsRequestListPipelineExecutionStepsPaginateTypeDef

def get_value() -> ListPipelineExecutionStepsRequestListPipelineExecutionStepsPaginateTypeDef:
    return {
        "PipelineExecutionArn": ...,
    }

Definition

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

1. See SortOrderType
2. See PaginatorConfigTypeDef

ListPipelineExecutionsRequestListPipelineExecutionsPaginateTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListPipelineExecutionsRequestListPipelineExecutionsPaginateTypeDef

def get_value() -> ListPipelineExecutionsRequestListPipelineExecutionsPaginateTypeDef:
    return {
        "PipelineName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListPipelineParametersForExecutionRequestListPipelineParametersForExecutionPaginateTypeDef

def get_value() -> ListPipelineParametersForExecutionRequestListPipelineParametersForExecutionPaginateTypeDef:
    return {
        "PipelineExecutionArn": ...,
    }

Definition

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

1. See PaginatorConfigTypeDef

ListPipelinesRequestListPipelinesPaginateTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListPipelinesRequestListPipelinesPaginateTypeDef

def get_value() -> ListPipelinesRequestListPipelinesPaginateTypeDef:
    return {
        "PipelineNamePrefix": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListProcessingJobsRequestListProcessingJobsPaginateTypeDef

def get_value() -> ListProcessingJobsRequestListProcessingJobsPaginateTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

ListSpacesRequestListSpacesPaginateTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListSpacesRequestListSpacesPaginateTypeDef

def get_value() -> ListSpacesRequestListSpacesPaginateTypeDef:
    return {
        "SortOrder": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListStageDevicesRequestListStageDevicesPaginateTypeDef

def get_value() -> ListStageDevicesRequestListStageDevicesPaginateTypeDef:
    return {
        "EdgeDeploymentPlanName": ...,
        "StageName": ...,
    }

Definition

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

1. See PaginatorConfigTypeDef

ListStudioLifecycleConfigsRequestListStudioLifecycleConfigsPaginateTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListStudioLifecycleConfigsRequestListStudioLifecycleConfigsPaginateTypeDef

def get_value() -> ListStudioLifecycleConfigsRequestListStudioLifecycleConfigsPaginateTypeDef:
    return {
        "NameContains": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListSubscribedWorkteamsRequestListSubscribedWorkteamsPaginateTypeDef

def get_value() -> ListSubscribedWorkteamsRequestListSubscribedWorkteamsPaginateTypeDef:
    return {
        "NameContains": ...,
    }

Definition

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

1. See PaginatorConfigTypeDef

ListTagsInputListTagsPaginateTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListTagsInputListTagsPaginateTypeDef

def get_value() -> ListTagsInputListTagsPaginateTypeDef:
    return {
        "ResourceArn": ...,
    }

Definition

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

1. See PaginatorConfigTypeDef

ListTrainingJobsForHyperParameterTuningJobRequestListTrainingJobsForHyperParameterTuningJobPaginateTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListTrainingJobsForHyperParameterTuningJobRequestListTrainingJobsForHyperParameterTuningJobPaginateTypeDef

def get_value() -> ListTrainingJobsForHyperParameterTuningJobRequestListTrainingJobsForHyperParameterTuningJobPaginateTypeDef:
    return {
        "HyperParameterTuningJobName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListTrainingJobsRequestListTrainingJobsPaginateTypeDef

def get_value() -> ListTrainingJobsRequestListTrainingJobsPaginateTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListTransformJobsRequestListTransformJobsPaginateTypeDef

def get_value() -> ListTransformJobsRequestListTransformJobsPaginateTypeDef:
    return {
        "CreationTimeAfter": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListTrialComponentsRequestListTrialComponentsPaginateTypeDef

def get_value() -> ListTrialComponentsRequestListTrialComponentsPaginateTypeDef:
    return {
        "ExperimentName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListTrialsRequestListTrialsPaginateTypeDef

def get_value() -> ListTrialsRequestListTrialsPaginateTypeDef:
    return {
        "ExperimentName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListUserProfilesRequestListUserProfilesPaginateTypeDef

def get_value() -> ListUserProfilesRequestListUserProfilesPaginateTypeDef:
    return {
        "SortOrder": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListWorkforcesRequestListWorkforcesPaginateTypeDef

def get_value() -> ListWorkforcesRequestListWorkforcesPaginateTypeDef:
    return {
        "SortBy": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListWorkteamsRequestListWorkteamsPaginateTypeDef

def get_value() -> ListWorkteamsRequestListWorkteamsPaginateTypeDef:
    return {
        "SortBy": ...,
    }

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

SearchRequestSearchPaginateTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import SearchRequestSearchPaginateTypeDef

def get_value() -> SearchRequestSearchPaginateTypeDef:
    return {
        "Resource": ...,
    }

Definition

class SearchRequestSearchPaginateTypeDef(TypedDict):
    Resource: ResourceTypeType,  # (1)
    SearchExpression: NotRequired[SearchExpressionTypeDef],  # (2)
    SortBy: NotRequired[str],
    SortOrder: NotRequired[SearchSortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)

1. See ResourceTypeType
2. See SearchExpressionTypeDef
3. See SearchSortOrderType
4. See PaginatorConfigTypeDef

ListDataQualityJobDefinitionsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListDataQualityJobDefinitionsResponseTypeDef

def get_value() -> ListDataQualityJobDefinitionsResponseTypeDef:
    return {
        "JobDefinitionSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See MonitoringJobDefinitionSummaryTypeDef
2. See ResponseMetadataTypeDef

ListModelBiasJobDefinitionsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelBiasJobDefinitionsResponseTypeDef

def get_value() -> ListModelBiasJobDefinitionsResponseTypeDef:
    return {
        "JobDefinitionSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See MonitoringJobDefinitionSummaryTypeDef
2. See ResponseMetadataTypeDef

ListModelExplainabilityJobDefinitionsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelExplainabilityJobDefinitionsResponseTypeDef

def get_value() -> ListModelExplainabilityJobDefinitionsResponseTypeDef:
    return {
        "JobDefinitionSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See MonitoringJobDefinitionSummaryTypeDef
2. See ResponseMetadataTypeDef

ListModelQualityJobDefinitionsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelQualityJobDefinitionsResponseTypeDef

def get_value() -> ListModelQualityJobDefinitionsResponseTypeDef:
    return {
        "JobDefinitionSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See MonitoringJobDefinitionSummaryTypeDef
2. See ResponseMetadataTypeDef

ListModelCardExportJobsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelCardExportJobsResponseTypeDef

def get_value() -> ListModelCardExportJobsResponseTypeDef:
    return {
        "ModelCardExportJobSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ModelCardExportJobSummaryTypeDef
2. See ResponseMetadataTypeDef

ListModelCardVersionsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelCardVersionsResponseTypeDef

def get_value() -> ListModelCardVersionsResponseTypeDef:
    return {
        "ModelCardVersionSummaryList": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ModelCardVersionSummaryTypeDef
2. See ResponseMetadataTypeDef

ListModelCardsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelCardsResponseTypeDef

def get_value() -> ListModelCardsResponseTypeDef:
    return {
        "ModelCardSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ModelCardSummaryTypeDef
2. See ResponseMetadataTypeDef

ListModelMetadataResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelMetadataResponseTypeDef

def get_value() -> ListModelMetadataResponseTypeDef:
    return {
        "ModelMetadataSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ModelMetadataSummaryTypeDef
2. See ResponseMetadataTypeDef

ListModelPackageGroupsOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelPackageGroupsOutputTypeDef

def get_value() -> ListModelPackageGroupsOutputTypeDef:
    return {
        "ModelPackageGroupSummaryList": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ModelPackageGroupSummaryTypeDef
2. See ResponseMetadataTypeDef

ListModelPackagesOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelPackagesOutputTypeDef

def get_value() -> ListModelPackagesOutputTypeDef:
    return {
        "ModelPackageSummaryList": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ModelPackageSummaryTypeDef
2. See ResponseMetadataTypeDef

ListModelsOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelsOutputTypeDef

def get_value() -> ListModelsOutputTypeDef:
    return {
        "Models": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ModelSummaryTypeDef
2. See ResponseMetadataTypeDef

ListMonitoringAlertHistoryResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListMonitoringAlertHistoryResponseTypeDef

def get_value() -> ListMonitoringAlertHistoryResponseTypeDef:
    return {
        "MonitoringAlertHistory": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See MonitoringAlertHistorySummaryTypeDef
2. See ResponseMetadataTypeDef

ListMonitoringSchedulesResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListMonitoringSchedulesResponseTypeDef

def get_value() -> ListMonitoringSchedulesResponseTypeDef:
    return {
        "MonitoringScheduleSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See MonitoringScheduleSummaryTypeDef
2. See ResponseMetadataTypeDef

ListNotebookInstanceLifecycleConfigsOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListNotebookInstanceLifecycleConfigsOutputTypeDef

def get_value() -> ListNotebookInstanceLifecycleConfigsOutputTypeDef:
    return {
        "NextToken": ...,
        "NotebookInstanceLifecycleConfigs": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See NotebookInstanceLifecycleConfigSummaryTypeDef
2. See ResponseMetadataTypeDef

ListNotebookInstancesOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListNotebookInstancesOutputTypeDef

def get_value() -> ListNotebookInstancesOutputTypeDef:
    return {
        "NextToken": ...,
        "NotebookInstances": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See NotebookInstanceSummaryTypeDef
2. See ResponseMetadataTypeDef

ListPipelineExecutionsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListPipelineExecutionsResponseTypeDef

def get_value() -> ListPipelineExecutionsResponseTypeDef:
    return {
        "PipelineExecutionSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See PipelineExecutionSummaryTypeDef
2. See ResponseMetadataTypeDef

ListPipelineParametersForExecutionResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListPipelineParametersForExecutionResponseTypeDef

def get_value() -> ListPipelineParametersForExecutionResponseTypeDef:
    return {
        "PipelineParameters": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ParameterTypeDef
2. See ResponseMetadataTypeDef

StartPipelineExecutionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import StartPipelineExecutionRequestRequestTypeDef

def get_value() -> StartPipelineExecutionRequestRequestTypeDef:
    return {
        "PipelineName": ...,
        "ClientRequestToken": ...,
    }

Definition

class StartPipelineExecutionRequestRequestTypeDef(TypedDict):
    PipelineName: str,
    ClientRequestToken: str,
    PipelineExecutionDisplayName: NotRequired[str],
    PipelineParameters: NotRequired[Sequence[ParameterTypeDef]],  # (1)
    PipelineExecutionDescription: NotRequired[str],
    ParallelismConfiguration: NotRequired[ParallelismConfigurationTypeDef],  # (2)

1. See ParameterTypeDef
2. See ParallelismConfigurationTypeDef

ListPipelinesResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListPipelinesResponseTypeDef

def get_value() -> ListPipelinesResponseTypeDef:
    return {
        "PipelineSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See PipelineSummaryTypeDef
2. See ResponseMetadataTypeDef

ListProcessingJobsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListProcessingJobsResponseTypeDef

def get_value() -> ListProcessingJobsResponseTypeDef:
    return {
        "ProcessingJobSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ProcessingJobSummaryTypeDef
2. See ResponseMetadataTypeDef

ListProjectsOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListProjectsOutputTypeDef

def get_value() -> ListProjectsOutputTypeDef:
    return {
        "ProjectSummaryList": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See ProjectSummaryTypeDef
2. See ResponseMetadataTypeDef

ListSpacesResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListSpacesResponseTypeDef

def get_value() -> ListSpacesResponseTypeDef:
    return {
        "Spaces": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListSpacesResponseTypeDef(TypedDict):
    Spaces: List[SpaceDetailsTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See SpaceDetailsTypeDef
2. See ResponseMetadataTypeDef

ListStudioLifecycleConfigsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListStudioLifecycleConfigsResponseTypeDef

def get_value() -> ListStudioLifecycleConfigsResponseTypeDef:
    return {
        "NextToken": ...,
        "StudioLifecycleConfigs": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See StudioLifecycleConfigDetailsTypeDef
2. See ResponseMetadataTypeDef

ListTransformJobsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListTransformJobsResponseTypeDef

def get_value() -> ListTransformJobsResponseTypeDef:
    return {
        "TransformJobSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

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

1. See TransformJobSummaryTypeDef
2. See ResponseMetadataTypeDef

ListUserProfilesResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListUserProfilesResponseTypeDef

def get_value() -> ListUserProfilesResponseTypeDef:
    return {
        "UserProfiles": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListUserProfilesResponseTypeDef(TypedDict):
    UserProfiles: List[UserProfileDetailsTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See UserProfileDetailsTypeDef
2. See ResponseMetadataTypeDef

MemberDefinitionTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MemberDefinitionTypeDef

def get_value() -> MemberDefinitionTypeDef:
    return {
        "CognitoMemberDefinition": ...,
    }

Definition

class MemberDefinitionTypeDef(TypedDict):
    CognitoMemberDefinition: NotRequired[CognitoMemberDefinitionTypeDef],  # (1)
    OidcMemberDefinition: NotRequired[OidcMemberDefinitionTypeDef],  # (2)

1. See CognitoMemberDefinitionTypeDef
2. See OidcMemberDefinitionTypeDef

MonitoringAlertActionsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringAlertActionsTypeDef

def get_value() -> MonitoringAlertActionsTypeDef:
    return {
        "ModelDashboardIndicator": ...,
    }

Definition

class MonitoringAlertActionsTypeDef(TypedDict):
    ModelDashboardIndicator: NotRequired[ModelDashboardIndicatorActionTypeDef],  # (1)

1. See ModelDashboardIndicatorActionTypeDef

ModelInfrastructureConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelInfrastructureConfigTypeDef

def get_value() -> ModelInfrastructureConfigTypeDef:
    return {
        "InfrastructureType": ...,
        "RealTimeInferenceConfig": ...,
    }

Definition

class ModelInfrastructureConfigTypeDef(TypedDict):
    InfrastructureType: ModelInfrastructureTypeType,  # (1)
    RealTimeInferenceConfig: RealTimeInferenceConfigTypeDef,  # (2)

1. See ModelInfrastructureTypeType
2. See RealTimeInferenceConfigTypeDef

ModelPackageContainerDefinitionTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelPackageContainerDefinitionTypeDef

def get_value() -> ModelPackageContainerDefinitionTypeDef:
    return {
        "Image": ...,
    }

Definition

class ModelPackageContainerDefinitionTypeDef(TypedDict):
    Image: str,
    ContainerHostname: NotRequired[str],
    ImageDigest: NotRequired[str],
    ModelDataUrl: NotRequired[str],
    ProductId: NotRequired[str],
    Environment: NotRequired[Dict[str, str]],
    ModelInput: NotRequired[ModelInputTypeDef],  # (1)
    Framework: NotRequired[str],
    FrameworkVersion: NotRequired[str],
    NearestModelName: NotRequired[str],

1. See ModelInputTypeDef

RecommendationJobStoppingConditionsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import RecommendationJobStoppingConditionsTypeDef

def get_value() -> RecommendationJobStoppingConditionsTypeDef:
    return {
        "MaxInvocations": ...,
    }

Definition

class RecommendationJobStoppingConditionsTypeDef(TypedDict):
    MaxInvocations: NotRequired[int],
    ModelLatencyThresholds: NotRequired[Sequence[ModelLatencyThresholdTypeDef]],  # (1)

1. See ModelLatencyThresholdTypeDef

ModelMetadataSearchExpressionTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelMetadataSearchExpressionTypeDef

def get_value() -> ModelMetadataSearchExpressionTypeDef:
    return {
        "Filters": ...,
    }

Definition

class ModelMetadataSearchExpressionTypeDef(TypedDict):
    Filters: NotRequired[Sequence[ModelMetadataFilterTypeDef]],  # (1)

1. See ModelMetadataFilterTypeDef

ModelPackageStatusDetailsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelPackageStatusDetailsTypeDef

def get_value() -> ModelPackageStatusDetailsTypeDef:
    return {
        "ValidationStatuses": ...,
    }

Definition

class ModelPackageStatusDetailsTypeDef(TypedDict):
    ValidationStatuses: List[ModelPackageStatusItemTypeDef],  # (1)
    ImageScanStatuses: NotRequired[List[ModelPackageStatusItemTypeDef]],  # (1)

1. See ModelPackageStatusItemTypeDef
2. See ModelPackageStatusItemTypeDef

MonitoringResourcesTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringResourcesTypeDef

def get_value() -> MonitoringResourcesTypeDef:
    return {
        "ClusterConfig": ...,
    }

Definition

class MonitoringResourcesTypeDef(TypedDict):
    ClusterConfig: MonitoringClusterConfigTypeDef,  # (1)

1. See MonitoringClusterConfigTypeDef

MonitoringDatasetFormatTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringDatasetFormatTypeDef

def get_value() -> MonitoringDatasetFormatTypeDef:
    return {
        "Csv": ...,
    }

Definition

class MonitoringDatasetFormatTypeDef(TypedDict):
    Csv: NotRequired[MonitoringCsvDatasetFormatTypeDef],  # (1)
    Json: NotRequired[MonitoringJsonDatasetFormatTypeDef],  # (2)
    Parquet: NotRequired[Mapping[str, Any]],

1. See MonitoringCsvDatasetFormatTypeDef
2. See MonitoringJsonDatasetFormatTypeDef

MonitoringOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringOutputTypeDef

def get_value() -> MonitoringOutputTypeDef:
    return {
        "S3Output": ...,
    }

Definition

class MonitoringOutputTypeDef(TypedDict):
    S3Output: MonitoringS3OutputTypeDef,  # (1)

1. See MonitoringS3OutputTypeDef

OfflineStoreConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import OfflineStoreConfigTypeDef

def get_value() -> OfflineStoreConfigTypeDef:
    return {
        "S3StorageConfig": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import OnlineStoreConfigTypeDef

def get_value() -> OnlineStoreConfigTypeDef:
    return {
        "SecurityConfig": ...,
    }

Definition

class OnlineStoreConfigTypeDef(TypedDict):
    SecurityConfig: NotRequired[OnlineStoreSecurityConfigTypeDef],  # (1)
    EnableOnlineStore: NotRequired[bool],

1. See OnlineStoreSecurityConfigTypeDef

OutputConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import OutputConfigTypeDef

def get_value() -> OutputConfigTypeDef:
    return {
        "S3OutputLocation": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import PendingProductionVariantSummaryTypeDef

def get_value() -> PendingProductionVariantSummaryTypeDef:
    return {
        "VariantName": ...,
    }

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)

1. See DeployedImageTypeDef
2. See ProductionVariantInstanceTypeType
3. See ProductionVariantAcceleratorTypeType
4. See ProductionVariantStatusTypeDef
5. See ProductionVariantServerlessConfigTypeDef
6. See ProductionVariantServerlessConfigTypeDef

ProductionVariantSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ProductionVariantSummaryTypeDef

def get_value() -> ProductionVariantSummaryTypeDef:
    return {
        "VariantName": ...,
    }

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)

1. See DeployedImageTypeDef
2. See ProductionVariantStatusTypeDef
3. See ProductionVariantServerlessConfigTypeDef
4. See ProductionVariantServerlessConfigTypeDef

TrafficPatternTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TrafficPatternTypeDef

def get_value() -> TrafficPatternTypeDef:
    return {
        "TrafficType": ...,
    }

Definition

class TrafficPatternTypeDef(TypedDict):
    TrafficType: NotRequired[TrafficTypeType],  # (1)
    Phases: NotRequired[Sequence[PhaseTypeDef]],  # (2)

1. See TrafficTypeType
2. See PhaseTypeDef

ProcessingResourcesTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ProcessingResourcesTypeDef

def get_value() -> ProcessingResourcesTypeDef:
    return {
        "ClusterConfig": ...,
    }

Definition

class ProcessingResourcesTypeDef(TypedDict):
    ClusterConfig: ProcessingClusterConfigTypeDef,  # (1)

1. See ProcessingClusterConfigTypeDef

ProcessingOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ProcessingOutputTypeDef

def get_value() -> ProcessingOutputTypeDef:
    return {
        "OutputName": ...,
    }

Definition

class ProcessingOutputTypeDef(TypedDict):
    OutputName: str,
    S3Output: NotRequired[ProcessingS3OutputTypeDef],  # (1)
    FeatureStoreOutput: NotRequired[ProcessingFeatureStoreOutputTypeDef],  # (2)
    AppManaged: NotRequired[bool],

1. See ProcessingS3OutputTypeDef
2. See ProcessingFeatureStoreOutputTypeDef

ProductionVariantTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ProductionVariantTypeDef

def get_value() -> ProductionVariantTypeDef:
    return {
        "VariantName": ...,
        "ModelName": ...,
    }

Definition

class ProductionVariantTypeDef(TypedDict):
    VariantName: str,
    ModelName: 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],

1. See ProductionVariantInstanceTypeType
2. See ProductionVariantAcceleratorTypeType
3. See ProductionVariantCoreDumpConfigTypeDef
4. See ProductionVariantServerlessConfigTypeDef

SuggestionQueryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import SuggestionQueryTypeDef

def get_value() -> SuggestionQueryTypeDef:
    return {
        "PropertyNameQuery": ...,
    }

Definition

class SuggestionQueryTypeDef(TypedDict):
    PropertyNameQuery: NotRequired[PropertyNameQueryTypeDef],  # (1)

1. See PropertyNameQueryTypeDef

ServiceCatalogProvisioningDetailsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ServiceCatalogProvisioningDetailsTypeDef

def get_value() -> ServiceCatalogProvisioningDetailsTypeDef:
    return {
        "ProductId": ...,
    }

Definition

class ServiceCatalogProvisioningDetailsTypeDef(TypedDict):
    ProductId: str,
    ProvisioningArtifactId: NotRequired[str],
    PathId: NotRequired[str],
    ProvisioningParameters: NotRequired[Sequence[ProvisioningParameterTypeDef]],  # (1)

1. See ProvisioningParameterTypeDef

ServiceCatalogProvisioningUpdateDetailsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ServiceCatalogProvisioningUpdateDetailsTypeDef

def get_value() -> ServiceCatalogProvisioningUpdateDetailsTypeDef:
    return {
        "ProvisioningArtifactId": ...,
    }

Definition

class ServiceCatalogProvisioningUpdateDetailsTypeDef(TypedDict):
    ProvisioningArtifactId: NotRequired[str],
    ProvisioningParameters: NotRequired[Sequence[ProvisioningParameterTypeDef]],  # (1)

1. See ProvisioningParameterTypeDef

PublicWorkforceTaskPriceTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import PublicWorkforceTaskPriceTypeDef

def get_value() -> PublicWorkforceTaskPriceTypeDef:
    return {
        "AmountInUsd": ...,
    }

Definition

class PublicWorkforceTaskPriceTypeDef(TypedDict):
    AmountInUsd: NotRequired[USDTypeDef],  # (1)

1. See USDTypeDef

QueryLineageRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import QueryLineageRequestRequestTypeDef

def get_value() -> QueryLineageRequestRequestTypeDef:
    return {
        "StartArns": ...,
    }

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

QueryLineageResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import QueryLineageResponseTypeDef

def get_value() -> QueryLineageResponseTypeDef:
    return {
        "Vertices": ...,
        "Edges": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import RecommendationJobOutputConfigTypeDef

def get_value() -> RecommendationJobOutputConfigTypeDef:
    return {
        "KmsKeyId": ...,
    }

Definition

class RecommendationJobOutputConfigTypeDef(TypedDict):
    KmsKeyId: NotRequired[str],
    CompiledOutputConfig: NotRequired[RecommendationJobCompiledOutputConfigTypeDef],  # (1)

1. See RecommendationJobCompiledOutputConfigTypeDef

RecommendationJobContainerConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import RecommendationJobContainerConfigTypeDef

def get_value() -> RecommendationJobContainerConfigTypeDef:
    return {
        "Domain": ...,
    }

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]],
    DataInputConfig: NotRequired[str],

1. See RecommendationJobPayloadConfigTypeDef

RenderUiTemplateRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import RenderUiTemplateRequestRequestTypeDef

def get_value() -> RenderUiTemplateRequestRequestTypeDef:
    return {
        "Task": ...,
        "RoleArn": ...,
    }

Definition

class RenderUiTemplateRequestRequestTypeDef(TypedDict):
    Task: RenderableTaskTypeDef,  # (1)
    RoleArn: str,
    UiTemplate: NotRequired[UiTemplateTypeDef],  # (2)
    HumanTaskUiArn: NotRequired[str],

1. See RenderableTaskTypeDef
2. See UiTemplateTypeDef

RenderUiTemplateResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import RenderUiTemplateResponseTypeDef

def get_value() -> RenderUiTemplateResponseTypeDef:
    return {
        "RenderedContent": ...,
        "Errors": ...,
        "ResponseMetadata": ...,
    }

Definition

class RenderUiTemplateResponseTypeDef(TypedDict):
    RenderedContent: str,
    Errors: List[RenderingErrorTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See RenderingErrorTypeDef
2. See ResponseMetadataTypeDef

UpdateTrainingJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateTrainingJobRequestRequestTypeDef

def get_value() -> UpdateTrainingJobRequestRequestTypeDef:
    return {
        "TrainingJobName": ...,
    }

Definition

class UpdateTrainingJobRequestRequestTypeDef(TypedDict):
    TrainingJobName: str,
    ProfilerConfig: NotRequired[ProfilerConfigForUpdateTypeDef],  # (1)
    ProfilerRuleConfigurations: NotRequired[Sequence[ProfilerRuleConfigurationTypeDef]],  # (2)
    ResourceConfig: NotRequired[ResourceConfigForUpdateTypeDef],  # (3)

1. See ProfilerConfigForUpdateTypeDef
2. See ProfilerRuleConfigurationTypeDef
3. See ResourceConfigForUpdateTypeDef

ShadowModeConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ShadowModeConfigTypeDef

def get_value() -> ShadowModeConfigTypeDef:
    return {
        "SourceModelVariantName": ...,
        "ShadowModelVariants": ...,
    }

Definition

class ShadowModeConfigTypeDef(TypedDict):
    SourceModelVariantName: str,
    ShadowModelVariants: Sequence[ShadowModelVariantConfigTypeDef],  # (1)

1. See ShadowModelVariantConfigTypeDef

SourceAlgorithmSpecificationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import SourceAlgorithmSpecificationTypeDef

def get_value() -> SourceAlgorithmSpecificationTypeDef:
    return {
        "SourceAlgorithms": ...,
    }

Definition

class SourceAlgorithmSpecificationTypeDef(TypedDict):
    SourceAlgorithms: Sequence[SourceAlgorithmTypeDef],  # (1)

1. See SourceAlgorithmTypeDef

TrainingImageConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TrainingImageConfigTypeDef

def get_value() -> TrainingImageConfigTypeDef:
    return {
        "TrainingRepositoryAccessMode": ...,
    }

Definition

class TrainingImageConfigTypeDef(TypedDict):
    TrainingRepositoryAccessMode: TrainingRepositoryAccessModeType,  # (1)
    TrainingRepositoryAuthConfig: NotRequired[TrainingRepositoryAuthConfigTypeDef],  # (2)

1. See TrainingRepositoryAccessModeType
2. See TrainingRepositoryAuthConfigTypeDef

TransformDataSourceTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TransformDataSourceTypeDef

def get_value() -> TransformDataSourceTypeDef:
    return {
        "S3DataSource": ...,
    }

Definition

class TransformDataSourceTypeDef(TypedDict):
    S3DataSource: TransformS3DataSourceTypeDef,  # (1)

1. See TransformS3DataSourceTypeDef

WorkforceTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import WorkforceTypeDef

def get_value() -> WorkforceTypeDef:
    return {
        "WorkforceName": ...,
        "WorkforceArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListActionsResponseTypeDef

def get_value() -> ListActionsResponseTypeDef:
    return {
        "ActionSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListActionsResponseTypeDef(TypedDict):
    ActionSummaries: List[ActionSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See ActionSummaryTypeDef
2. See ResponseMetadataTypeDef

ArtifactSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ArtifactSummaryTypeDef

def get_value() -> ArtifactSummaryTypeDef:
    return {
        "ArtifactArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateArtifactRequestRequestTypeDef

def get_value() -> CreateArtifactRequestRequestTypeDef:
    return {
        "Source": ...,
        "ArtifactType": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DeleteArtifactRequestRequestTypeDef

def get_value() -> DeleteArtifactRequestRequestTypeDef:
    return {
        "ArtifactArn": ...,
    }

Definition

class DeleteArtifactRequestRequestTypeDef(TypedDict):
    ArtifactArn: NotRequired[str],
    Source: NotRequired[ArtifactSourceTypeDef],  # (1)

1. See ArtifactSourceTypeDef

AsyncInferenceConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AsyncInferenceConfigTypeDef

def get_value() -> AsyncInferenceConfigTypeDef:
    return {
        "OutputConfig": ...,
    }

Definition

class AsyncInferenceConfigTypeDef(TypedDict):
    OutputConfig: AsyncInferenceOutputConfigTypeDef,  # (2)
    ClientConfig: NotRequired[AsyncInferenceClientConfigTypeDef],  # (1)

1. See AsyncInferenceClientConfigTypeDef
2. See AsyncInferenceOutputConfigTypeDef

AutoMLChannelTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AutoMLChannelTypeDef

def get_value() -> AutoMLChannelTypeDef:
    return {
        "DataSource": ...,
        "TargetAttributeName": ...,
    }

Definition

class AutoMLChannelTypeDef(TypedDict):
    DataSource: AutoMLDataSourceTypeDef,  # (1)
    TargetAttributeName: str,
    CompressionType: NotRequired[CompressionTypeType],  # (2)
    ContentType: NotRequired[str],
    ChannelType: NotRequired[AutoMLChannelTypeType],  # (3)

1. See AutoMLDataSourceTypeDef
2. See CompressionTypeType
3. See AutoMLChannelTypeType

ListAutoMLJobsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListAutoMLJobsResponseTypeDef

def get_value() -> ListAutoMLJobsResponseTypeDef:
    return {
        "AutoMLJobSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListAutoMLJobsResponseTypeDef(TypedDict):
    AutoMLJobSummaries: List[AutoMLJobSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See AutoMLJobSummaryTypeDef
2. See ResponseMetadataTypeDef

AutoMLJobConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AutoMLJobConfigTypeDef

def get_value() -> AutoMLJobConfigTypeDef:
    return {
        "CompletionCriteria": ...,
    }

Definition

class AutoMLJobConfigTypeDef(TypedDict):
    CompletionCriteria: NotRequired[AutoMLJobCompletionCriteriaTypeDef],  # (1)
    SecurityConfig: NotRequired[AutoMLSecurityConfigTypeDef],  # (2)
    DataSplitConfig: NotRequired[AutoMLDataSplitConfigTypeDef],  # (3)
    CandidateGenerationConfig: NotRequired[AutoMLCandidateGenerationConfigTypeDef],  # (4)
    Mode: NotRequired[AutoMLModeType],  # (5)

1. See AutoMLJobCompletionCriteriaTypeDef
2. See AutoMLSecurityConfigTypeDef
3. See AutoMLDataSplitConfigTypeDef
4. See AutoMLCandidateGenerationConfigTypeDef
5. See AutoMLModeType

LabelingJobAlgorithmsConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import LabelingJobAlgorithmsConfigTypeDef

def get_value() -> LabelingJobAlgorithmsConfigTypeDef:
    return {
        "LabelingJobAlgorithmSpecificationArn": ...,
    }

Definition

class LabelingJobAlgorithmsConfigTypeDef(TypedDict):
    LabelingJobAlgorithmSpecificationArn: str,
    InitialActiveLearningModelArn: NotRequired[str],
    LabelingJobResourceConfig: NotRequired[LabelingJobResourceConfigTypeDef],  # (1)

1. See LabelingJobResourceConfigTypeDef

ModelMetricsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelMetricsTypeDef

def get_value() -> ModelMetricsTypeDef:
    return {
        "ModelQuality": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import PipelineExecutionStepMetadataTypeDef

def get_value() -> PipelineExecutionStepMetadataTypeDef:
    return {
        "TrainingJob": ...,
    }

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)
    QualityCheck: NotRequired[QualityCheckStepMetadataTypeDef],  # (10)
    ClarifyCheck: NotRequired[ClarifyCheckStepMetadataTypeDef],  # (11)
    EMR: NotRequired[EMRStepMetadataTypeDef],  # (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 QualityCheckStepMetadataTypeDef
11. See ClarifyCheckStepMetadataTypeDef
12. See EMRStepMetadataTypeDef
13. See FailStepMetadataTypeDef
14. See AutoMLJobStepMetadataTypeDef

AutoMLCandidateTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AutoMLCandidateTypeDef

def get_value() -> AutoMLCandidateTypeDef:
    return {
        "CandidateName": ...,
        "ObjectiveStatus": ...,
        "CandidateSteps": ...,
        "CandidateStatus": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
    }

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)

1. See FinalAutoMLJobObjectiveMetricTypeDef
2. See ObjectiveStatusType
3. See AutoMLCandidateStepTypeDef
4. See CandidateStatusType
5. See AutoMLContainerDefinitionTypeDef
6. See CandidatePropertiesTypeDef

BlueGreenUpdatePolicyTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import BlueGreenUpdatePolicyTypeDef

def get_value() -> BlueGreenUpdatePolicyTypeDef:
    return {
        "TrafficRoutingConfiguration": ...,
    }

Definition

class BlueGreenUpdatePolicyTypeDef(TypedDict):
    TrafficRoutingConfiguration: TrafficRoutingConfigTypeDef,  # (1)
    TerminationWaitInSeconds: NotRequired[int],
    MaximumExecutionTimeoutInSeconds: NotRequired[int],

1. See TrafficRoutingConfigTypeDef

EndpointInputConfigurationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import EndpointInputConfigurationTypeDef

def get_value() -> EndpointInputConfigurationTypeDef:
    return {
        "InstanceType": ...,
    }

Definition

class EndpointInputConfigurationTypeDef(TypedDict):
    InstanceType: ProductionVariantInstanceTypeType,  # (1)
    InferenceSpecificationName: NotRequired[str],
    EnvironmentParameterRanges: NotRequired[EnvironmentParameterRangesTypeDef],  # (2)

1. See ProductionVariantInstanceTypeType
2. See EnvironmentParameterRangesTypeDef

ClarifyExplainerConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ClarifyExplainerConfigTypeDef

def get_value() -> ClarifyExplainerConfigTypeDef:
    return {
        "ShapConfig": ...,
    }

Definition

class ClarifyExplainerConfigTypeDef(TypedDict):
    ShapConfig: ClarifyShapConfigTypeDef,  # (2)
    EnableExplanations: NotRequired[str],
    InferenceConfig: NotRequired[ClarifyInferenceConfigTypeDef],  # (1)

1. See ClarifyInferenceConfigTypeDef
2. See ClarifyShapConfigTypeDef

ListCodeRepositoriesOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListCodeRepositoriesOutputTypeDef

def get_value() -> ListCodeRepositoriesOutputTypeDef:
    return {
        "CodeRepositorySummaryList": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListCodeRepositoriesOutputTypeDef(TypedDict):
    CodeRepositorySummaryList: List[CodeRepositorySummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See CodeRepositorySummaryTypeDef
2. See ResponseMetadataTypeDef

ListContextsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListContextsResponseTypeDef

def get_value() -> ListContextsResponseTypeDef:
    return {
        "ContextSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListContextsResponseTypeDef(TypedDict):
    ContextSummaries: List[ContextSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See ContextSummaryTypeDef
2. See ResponseMetadataTypeDef

DomainSettingsForUpdateTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DomainSettingsForUpdateTypeDef

def get_value() -> DomainSettingsForUpdateTypeDef:
    return {
        "RStudioServerProDomainSettingsForUpdate": ...,
    }

Definition

class DomainSettingsForUpdateTypeDef(TypedDict):
    RStudioServerProDomainSettingsForUpdate: NotRequired[RStudioServerProDomainSettingsForUpdateTypeDef],  # (1)
    ExecutionRoleIdentityConfig: NotRequired[ExecutionRoleIdentityConfigType],  # (2)
    SecurityGroupIds: NotRequired[Sequence[str]],

1. See RStudioServerProDomainSettingsForUpdateTypeDef
2. See ExecutionRoleIdentityConfigType

DomainSettingsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DomainSettingsTypeDef

def get_value() -> DomainSettingsTypeDef:
    return {
        "SecurityGroupIds": ...,
    }

Definition

class DomainSettingsTypeDef(TypedDict):
    SecurityGroupIds: NotRequired[Sequence[str]],
    RStudioServerProDomainSettings: NotRequired[RStudioServerProDomainSettingsTypeDef],  # (1)
    ExecutionRoleIdentityConfig: NotRequired[ExecutionRoleIdentityConfigType],  # (2)

1. See RStudioServerProDomainSettingsTypeDef
2. See ExecutionRoleIdentityConfigType

ListInferenceExperimentsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListInferenceExperimentsResponseTypeDef

def get_value() -> ListInferenceExperimentsResponseTypeDef:
    return {
        "InferenceExperiments": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListInferenceExperimentsResponseTypeDef(TypedDict):
    InferenceExperiments: List[InferenceExperimentSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See InferenceExperimentSummaryTypeDef
2. See ResponseMetadataTypeDef

DefaultSpaceSettingsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DefaultSpaceSettingsTypeDef

def get_value() -> DefaultSpaceSettingsTypeDef:
    return {
        "ExecutionRole": ...,
    }

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

SpaceSettingsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import SpaceSettingsTypeDef

def get_value() -> SpaceSettingsTypeDef:
    return {
        "JupyterServerAppSettings": ...,
    }

Definition

class SpaceSettingsTypeDef(TypedDict):
    JupyterServerAppSettings: NotRequired[JupyterServerAppSettingsTypeDef],  # (1)
    KernelGatewayAppSettings: NotRequired[KernelGatewayAppSettingsTypeDef],  # (2)

1. See JupyterServerAppSettingsTypeDef
2. See KernelGatewayAppSettingsTypeDef

UserSettingsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UserSettingsTypeDef

def get_value() -> UserSettingsTypeDef:
    return {
        "ExecutionRole": ...,
    }

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)

1. See SharingSettingsTypeDef
2. See JupyterServerAppSettingsTypeDef
3. See KernelGatewayAppSettingsTypeDef
4. See TensorBoardAppSettingsTypeDef
5. See RStudioServerProAppSettingsTypeDef
6. See RSessionAppSettingsTypeDef
7. See CanvasAppSettingsTypeDef

ChannelTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ChannelTypeDef

def get_value() -> ChannelTypeDef:
    return {
        "ChannelName": ...,
        "DataSource": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ProcessingInputTypeDef

def get_value() -> ProcessingInputTypeDef:
    return {
        "InputName": ...,
    }

Definition

class ProcessingInputTypeDef(TypedDict):
    InputName: str,
    AppManaged: NotRequired[bool],
    S3Input: NotRequired[ProcessingS3InputTypeDef],  # (1)
    DatasetDefinition: NotRequired[DatasetDefinitionTypeDef],  # (2)

1. See ProcessingS3InputTypeDef
2. See DatasetDefinitionTypeDef

CreateEdgeDeploymentPlanRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateEdgeDeploymentPlanRequestRequestTypeDef

def get_value() -> CreateEdgeDeploymentPlanRequestRequestTypeDef:
    return {
        "EdgeDeploymentPlanName": ...,
        "ModelConfigs": ...,
        "DeviceFleetName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateEdgeDeploymentStageRequestRequestTypeDef

def get_value() -> CreateEdgeDeploymentStageRequestRequestTypeDef:
    return {
        "EdgeDeploymentPlanName": ...,
        "Stages": ...,
    }

Definition

class CreateEdgeDeploymentStageRequestRequestTypeDef(TypedDict):
    EdgeDeploymentPlanName: str,
    Stages: Sequence[DeploymentStageTypeDef],  # (1)

1. See DeploymentStageTypeDef

DescribeEdgeDeploymentPlanResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeEdgeDeploymentPlanResponseTypeDef

def get_value() -> DescribeEdgeDeploymentPlanResponseTypeDef:
    return {
        "EdgeDeploymentPlanArn": ...,
        "EdgeDeploymentPlanName": ...,
        "ModelConfigs": ...,
        "DeviceFleetName": ...,
        "EdgeDeploymentSuccess": ...,
        "EdgeDeploymentPending": ...,
        "EdgeDeploymentFailed": ...,
        "Stages": ...,
        "NextToken": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListExperimentsResponseTypeDef

def get_value() -> ListExperimentsResponseTypeDef:
    return {
        "ExperimentSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListExperimentsResponseTypeDef(TypedDict):
    ExperimentSummaries: List[ExperimentSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See ExperimentSummaryTypeDef
2. See ResponseMetadataTypeDef

ListFeatureGroupsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListFeatureGroupsResponseTypeDef

def get_value() -> ListFeatureGroupsResponseTypeDef:
    return {
        "FeatureGroupSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListFeatureGroupsResponseTypeDef(TypedDict):
    FeatureGroupSummaries: List[FeatureGroupSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See FeatureGroupSummaryTypeDef
2. See ResponseMetadataTypeDef

ListTrainingJobsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListTrainingJobsResponseTypeDef

def get_value() -> ListTrainingJobsResponseTypeDef:
    return {
        "TrainingJobSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListTrainingJobsResponseTypeDef(TypedDict):
    TrainingJobSummaries: List[TrainingJobSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See TrainingJobSummaryTypeDef
2. See ResponseMetadataTypeDef

ListTrialsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListTrialsResponseTypeDef

def get_value() -> ListTrialsResponseTypeDef:
    return {
        "TrialSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListTrialsResponseTypeDef(TypedDict):
    TrialSummaries: List[TrialSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See TrialSummaryTypeDef
2. See ResponseMetadataTypeDef

ListDevicesResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListDevicesResponseTypeDef

def get_value() -> ListDevicesResponseTypeDef:
    return {
        "DeviceSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListDevicesResponseTypeDef(TypedDict):
    DeviceSummaries: List[DeviceSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See DeviceSummaryTypeDef
2. See ResponseMetadataTypeDef

DriftCheckBaselinesTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DriftCheckBaselinesTypeDef

def get_value() -> DriftCheckBaselinesTypeDef:
    return {
        "Bias": ...,
    }

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

InferenceRecommendationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import InferenceRecommendationTypeDef

def get_value() -> InferenceRecommendationTypeDef:
    return {
        "Metrics": ...,
        "EndpointConfiguration": ...,
        "ModelConfiguration": ...,
    }

Definition

class InferenceRecommendationTypeDef(TypedDict):
    Metrics: RecommendationMetricsTypeDef,  # (1)
    EndpointConfiguration: EndpointOutputConfigurationTypeDef,  # (2)
    ModelConfiguration: ModelConfigurationTypeDef,  # (3)
    RecommendationId: NotRequired[str],

1. See RecommendationMetricsTypeDef
2. See EndpointOutputConfigurationTypeDef
3. See ModelConfigurationTypeDef

RecommendationJobInferenceBenchmarkTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import RecommendationJobInferenceBenchmarkTypeDef

def get_value() -> RecommendationJobInferenceBenchmarkTypeDef:
    return {
        "ModelConfiguration": ...,
    }

Definition

class RecommendationJobInferenceBenchmarkTypeDef(TypedDict):
    ModelConfiguration: ModelConfigurationTypeDef,  # (3)
    Metrics: NotRequired[RecommendationMetricsTypeDef],  # (1)
    EndpointConfiguration: NotRequired[EndpointOutputConfigurationTypeDef],  # (2)
    FailureReason: NotRequired[str],
    EndpointMetrics: NotRequired[InferenceMetricsTypeDef],  # (4)

1. See RecommendationMetricsTypeDef
2. See EndpointOutputConfigurationTypeDef
3. See ModelConfigurationTypeDef
4. See InferenceMetricsTypeDef

SearchExpressionTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import SearchExpressionTypeDef

def get_value() -> SearchExpressionTypeDef:
    return {
        "Filters": ...,
    }

Definition

class SearchExpressionTypeDef(TypedDict):
    Filters: NotRequired[Sequence[FilterTypeDef]],  # (1)
    NestedFilters: NotRequired[Sequence[NestedFiltersTypeDef]],  # (2)
    SubExpressions: NotRequired[Sequence[SearchExpressionTypeDef]],  # (3)
    Operator: NotRequired[BooleanOperatorType],  # (4)

1. See FilterTypeDef
2. See NestedFiltersTypeDef
3. See SearchExpressionTypeDef
4. See BooleanOperatorType

ListTrainingJobsForHyperParameterTuningJobResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListTrainingJobsForHyperParameterTuningJobResponseTypeDef

def get_value() -> ListTrainingJobsForHyperParameterTuningJobResponseTypeDef:
    return {
        "TrainingJobSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListTrainingJobsForHyperParameterTuningJobResponseTypeDef(TypedDict):
    TrainingJobSummaries: List[HyperParameterTrainingJobSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See HyperParameterTrainingJobSummaryTypeDef
2. See ResponseMetadataTypeDef

ListHyperParameterTuningJobsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListHyperParameterTuningJobsResponseTypeDef

def get_value() -> ListHyperParameterTuningJobsResponseTypeDef:
    return {
        "HyperParameterTuningJobSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListHyperParameterTuningJobsResponseTypeDef(TypedDict):
    HyperParameterTuningJobSummaries: List[HyperParameterTuningJobSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See HyperParameterTuningJobSummaryTypeDef
2. See ResponseMetadataTypeDef

AssociationSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AssociationSummaryTypeDef

def get_value() -> AssociationSummaryTypeDef:
    return {
        "SourceArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeActionResponseTypeDef

def get_value() -> DescribeActionResponseTypeDef:
    return {
        "ActionName": ...,
        "ActionArn": ...,
        "Source": ...,
        "ActionType": ...,
        "Description": ...,
        "Status": ...,
        "Properties": ...,
        "CreationTime": ...,
        "CreatedBy": ...,
        "LastModifiedTime": ...,
        "LastModifiedBy": ...,
        "MetadataProperties": ...,
        "LineageGroupArn": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeArtifactResponseTypeDef

def get_value() -> DescribeArtifactResponseTypeDef:
    return {
        "ArtifactName": ...,
        "ArtifactArn": ...,
        "Source": ...,
        "ArtifactType": ...,
        "Properties": ...,
        "CreationTime": ...,
        "CreatedBy": ...,
        "LastModifiedTime": ...,
        "LastModifiedBy": ...,
        "MetadataProperties": ...,
        "LineageGroupArn": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeContextResponseTypeDef

def get_value() -> DescribeContextResponseTypeDef:
    return {
        "ContextName": ...,
        "ContextArn": ...,
        "Source": ...,
        "ContextType": ...,
        "Description": ...,
        "Properties": ...,
        "CreationTime": ...,
        "CreatedBy": ...,
        "LastModifiedTime": ...,
        "LastModifiedBy": ...,
        "LineageGroupArn": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeExperimentResponseTypeDef

def get_value() -> DescribeExperimentResponseTypeDef:
    return {
        "ExperimentName": ...,
        "ExperimentArn": ...,
        "DisplayName": ...,
        "Source": ...,
        "Description": ...,
        "CreationTime": ...,
        "CreatedBy": ...,
        "LastModifiedTime": ...,
        "LastModifiedBy": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeLineageGroupResponseTypeDef

def get_value() -> DescribeLineageGroupResponseTypeDef:
    return {
        "LineageGroupName": ...,
        "LineageGroupArn": ...,
        "DisplayName": ...,
        "Description": ...,
        "CreationTime": ...,
        "CreatedBy": ...,
        "LastModifiedTime": ...,
        "LastModifiedBy": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeModelCardResponseTypeDef

def get_value() -> DescribeModelCardResponseTypeDef:
    return {
        "ModelCardArn": ...,
        "ModelCardName": ...,
        "ModelCardVersion": ...,
        "Content": ...,
        "ModelCardStatus": ...,
        "SecurityConfig": ...,
        "CreationTime": ...,
        "CreatedBy": ...,
        "LastModifiedTime": ...,
        "LastModifiedBy": ...,
        "ModelCardProcessingStatus": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeModelPackageGroupOutputTypeDef

def get_value() -> DescribeModelPackageGroupOutputTypeDef:
    return {
        "ModelPackageGroupName": ...,
        "ModelPackageGroupArn": ...,
        "ModelPackageGroupDescription": ...,
        "CreationTime": ...,
        "CreatedBy": ...,
        "ModelPackageGroupStatus": ...,
        "ResponseMetadata": ...,
    }

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

DescribePipelineExecutionResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribePipelineExecutionResponseTypeDef

def get_value() -> DescribePipelineExecutionResponseTypeDef:
    return {
        "PipelineArn": ...,
        "PipelineExecutionArn": ...,
        "PipelineExecutionDisplayName": ...,
        "PipelineExecutionStatus": ...,
        "PipelineExecutionDescription": ...,
        "PipelineExperimentConfig": ...,
        "FailureReason": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
        "CreatedBy": ...,
        "LastModifiedBy": ...,
        "ParallelismConfiguration": ...,
        "ResponseMetadata": ...,
    }

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)
    ResponseMetadata: ResponseMetadataTypeDef,  # (6)

1. See PipelineExecutionStatusType
2. See PipelineExperimentConfigTypeDef
3. See UserContextTypeDef
4. See UserContextTypeDef
5. See ParallelismConfigurationTypeDef
6. See ResponseMetadataTypeDef

DescribePipelineResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribePipelineResponseTypeDef

def get_value() -> DescribePipelineResponseTypeDef:
    return {
        "PipelineArn": ...,
        "PipelineName": ...,
        "PipelineDisplayName": ...,
        "PipelineDefinition": ...,
        "PipelineDescription": ...,
        "RoleArn": ...,
        "PipelineStatus": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
        "LastRunTime": ...,
        "CreatedBy": ...,
        "LastModifiedBy": ...,
        "ParallelismConfiguration": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeTrialComponentResponseTypeDef

def get_value() -> DescribeTrialComponentResponseTypeDef:
    return {
        "TrialComponentName": ...,
        "TrialComponentArn": ...,
        "DisplayName": ...,
        "Source": ...,
        "Status": ...,
        "StartTime": ...,
        "EndTime": ...,
        "CreationTime": ...,
        "CreatedBy": ...,
        "LastModifiedTime": ...,
        "LastModifiedBy": ...,
        "Parameters": ...,
        "InputArtifacts": ...,
        "OutputArtifacts": ...,
        "MetadataProperties": ...,
        "Metrics": ...,
        "LineageGroupArn": ...,
        "Sources": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeTrialResponseTypeDef

def get_value() -> DescribeTrialResponseTypeDef:
    return {
        "TrialName": ...,
        "TrialArn": ...,
        "DisplayName": ...,
        "ExperimentName": ...,
        "Source": ...,
        "CreationTime": ...,
        "CreatedBy": ...,
        "LastModifiedTime": ...,
        "LastModifiedBy": ...,
        "MetadataProperties": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ExperimentTypeDef

def get_value() -> ExperimentTypeDef:
    return {
        "ExperimentName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelCardTypeDef

def get_value() -> ModelCardTypeDef:
    return {
        "ModelCardArn": ...,
    }

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],

1. See ModelCardStatusType
2. See ModelCardSecurityConfigTypeDef
3. See UserContextTypeDef
4. See UserContextTypeDef
5. See TagTypeDef

ModelDashboardModelCardTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelDashboardModelCardTypeDef

def get_value() -> ModelDashboardModelCardTypeDef:
    return {
        "ModelCardArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelPackageGroupTypeDef

def get_value() -> ModelPackageGroupTypeDef:
    return {
        "ModelPackageGroupName": ...,
    }

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

PipelineExecutionTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import PipelineExecutionTypeDef

def get_value() -> PipelineExecutionTypeDef:
    return {
        "PipelineArn": ...,
    }

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)
    PipelineParameters: NotRequired[List[ParameterTypeDef]],  # (6)

1. See PipelineExecutionStatusType
2. See PipelineExperimentConfigTypeDef
3. See UserContextTypeDef
4. See UserContextTypeDef
5. See ParallelismConfigurationTypeDef
6. See ParameterTypeDef

PipelineTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import PipelineTypeDef

def get_value() -> PipelineTypeDef:
    return {
        "PipelineArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import TrialComponentSimpleSummaryTypeDef

def get_value() -> TrialComponentSimpleSummaryTypeDef:
    return {
        "TrialComponentName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import TrialComponentSummaryTypeDef

def get_value() -> TrialComponentSummaryTypeDef:
    return {
        "TrialComponentName": ...,
    }

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

ContainerDefinitionTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ContainerDefinitionTypeDef

def get_value() -> ContainerDefinitionTypeDef:
    return {
        "ContainerHostname": ...,
    }

Definition

class ContainerDefinitionTypeDef(TypedDict):
    ContainerHostname: NotRequired[str],
    Image: NotRequired[str],
    ImageConfig: NotRequired[ImageConfigTypeDef],  # (1)
    Mode: NotRequired[ContainerModeType],  # (2)
    ModelDataUrl: NotRequired[str],
    Environment: NotRequired[Mapping[str, str]],
    ModelPackageName: NotRequired[str],
    InferenceSpecificationName: NotRequired[str],
    MultiModelConfig: NotRequired[MultiModelConfigTypeDef],  # (3)

1. See ImageConfigTypeDef
2. See ContainerModeType
3. See MultiModelConfigTypeDef

HyperParameterSpecificationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import HyperParameterSpecificationTypeDef

def get_value() -> HyperParameterSpecificationTypeDef:
    return {
        "Name": ...,
        "Type": ...,
    }

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

HyperParameterTuningJobConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import HyperParameterTuningJobConfigTypeDef

def get_value() -> HyperParameterTuningJobConfigTypeDef:
    return {
        "Strategy": ...,
        "ResourceLimits": ...,
    }

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

AppImageConfigDetailsTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AppImageConfigDetailsTypeDef

def get_value() -> AppImageConfigDetailsTypeDef:
    return {
        "AppImageConfigArn": ...,
    }

Definition

class AppImageConfigDetailsTypeDef(TypedDict):
    AppImageConfigArn: NotRequired[str],
    AppImageConfigName: NotRequired[str],
    CreationTime: NotRequired[datetime],
    LastModifiedTime: NotRequired[datetime],
    KernelGatewayImageConfig: NotRequired[KernelGatewayImageConfigTypeDef],  # (1)

1. See KernelGatewayImageConfigTypeDef

CreateAppImageConfigRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateAppImageConfigRequestRequestTypeDef

def get_value() -> CreateAppImageConfigRequestRequestTypeDef:
    return {
        "AppImageConfigName": ...,
    }

Definition

class CreateAppImageConfigRequestRequestTypeDef(TypedDict):
    AppImageConfigName: str,
    Tags: NotRequired[Sequence[TagTypeDef]],  # (1)
    KernelGatewayImageConfig: NotRequired[KernelGatewayImageConfigTypeDef],  # (2)

1. See TagTypeDef
2. See KernelGatewayImageConfigTypeDef

DescribeAppImageConfigResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeAppImageConfigResponseTypeDef

def get_value() -> DescribeAppImageConfigResponseTypeDef:
    return {
        "AppImageConfigArn": ...,
        "AppImageConfigName": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
        "KernelGatewayImageConfig": ...,
        "ResponseMetadata": ...,
    }

Definition

class DescribeAppImageConfigResponseTypeDef(TypedDict):
    AppImageConfigArn: str,
    AppImageConfigName: str,
    CreationTime: datetime,
    LastModifiedTime: datetime,
    KernelGatewayImageConfig: KernelGatewayImageConfigTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See KernelGatewayImageConfigTypeDef
2. See ResponseMetadataTypeDef

UpdateAppImageConfigRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateAppImageConfigRequestRequestTypeDef

def get_value() -> UpdateAppImageConfigRequestRequestTypeDef:
    return {
        "AppImageConfigName": ...,
    }

Definition

class UpdateAppImageConfigRequestRequestTypeDef(TypedDict):
    AppImageConfigName: str,
    KernelGatewayImageConfig: NotRequired[KernelGatewayImageConfigTypeDef],  # (1)

1. See KernelGatewayImageConfigTypeDef

ListLabelingJobsForWorkteamResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListLabelingJobsForWorkteamResponseTypeDef

def get_value() -> ListLabelingJobsForWorkteamResponseTypeDef:
    return {
        "LabelingJobSummaryList": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListLabelingJobsForWorkteamResponseTypeDef(TypedDict):
    LabelingJobSummaryList: List[LabelingJobForWorkteamSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See LabelingJobForWorkteamSummaryTypeDef
2. See ResponseMetadataTypeDef

LabelingJobInputConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import LabelingJobInputConfigTypeDef

def get_value() -> LabelingJobInputConfigTypeDef:
    return {
        "DataSource": ...,
    }

Definition

class LabelingJobInputConfigTypeDef(TypedDict):
    DataSource: LabelingJobDataSourceTypeDef,  # (1)
    DataAttributes: NotRequired[LabelingJobDataAttributesTypeDef],  # (2)

1. See LabelingJobDataSourceTypeDef
2. See LabelingJobDataAttributesTypeDef

CreateWorkteamRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateWorkteamRequestRequestTypeDef

def get_value() -> CreateWorkteamRequestRequestTypeDef:
    return {
        "WorkteamName": ...,
        "MemberDefinitions": ...,
        "Description": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateWorkteamRequestRequestTypeDef

def get_value() -> UpdateWorkteamRequestRequestTypeDef:
    return {
        "WorkteamName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import WorkteamTypeDef

def get_value() -> WorkteamTypeDef:
    return {
        "WorkteamName": ...,
        "MemberDefinitions": ...,
        "WorkteamArn": ...,
        "Description": ...,
    }

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

MonitoringAlertSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringAlertSummaryTypeDef

def get_value() -> MonitoringAlertSummaryTypeDef:
    return {
        "MonitoringAlertName": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
        "AlertStatus": ...,
        "DatapointsToAlert": ...,
        "EvaluationPeriod": ...,
        "Actions": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelVariantConfigSummaryTypeDef

def get_value() -> ModelVariantConfigSummaryTypeDef:
    return {
        "ModelName": ...,
        "VariantName": ...,
        "InfrastructureConfig": ...,
        "Status": ...,
    }

Definition

class ModelVariantConfigSummaryTypeDef(TypedDict):
    ModelName: str,
    VariantName: str,
    InfrastructureConfig: ModelInfrastructureConfigTypeDef,  # (1)
    Status: ModelVariantStatusType,  # (2)

1. See ModelInfrastructureConfigTypeDef
2. See ModelVariantStatusType

ModelVariantConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelVariantConfigTypeDef

def get_value() -> ModelVariantConfigTypeDef:
    return {
        "ModelName": ...,
        "VariantName": ...,
        "InfrastructureConfig": ...,
    }

Definition

class ModelVariantConfigTypeDef(TypedDict):
    ModelName: str,
    VariantName: str,
    InfrastructureConfig: ModelInfrastructureConfigTypeDef,  # (1)

1. See ModelInfrastructureConfigTypeDef

AdditionalInferenceSpecificationDefinitionTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AdditionalInferenceSpecificationDefinitionTypeDef

def get_value() -> AdditionalInferenceSpecificationDefinitionTypeDef:
    return {
        "Name": ...,
        "Containers": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import InferenceSpecificationTypeDef

def get_value() -> InferenceSpecificationTypeDef:
    return {
        "Containers": ...,
        "SupportedContentTypes": ...,
        "SupportedResponseMIMETypes": ...,
    }

Definition

class InferenceSpecificationTypeDef(TypedDict):
    Containers: List[ModelPackageContainerDefinitionTypeDef],  # (1)
    SupportedContentTypes: List[str],
    SupportedResponseMIMETypes: List[str],
    SupportedTransformInstanceTypes: NotRequired[List[TransformInstanceTypeType]],  # (2)
    SupportedRealtimeInferenceInstanceTypes: NotRequired[List[ProductionVariantInstanceTypeType]],  # (3)

1. See ModelPackageContainerDefinitionTypeDef
2. See TransformInstanceTypeType
3. See ProductionVariantInstanceTypeType

ListModelMetadataRequestListModelMetadataPaginateTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelMetadataRequestListModelMetadataPaginateTypeDef

def get_value() -> ListModelMetadataRequestListModelMetadataPaginateTypeDef:
    return {
        "SearchExpression": ...,
    }

Definition

class ListModelMetadataRequestListModelMetadataPaginateTypeDef(TypedDict):
    SearchExpression: NotRequired[ModelMetadataSearchExpressionTypeDef],  # (1)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (2)

1. See ModelMetadataSearchExpressionTypeDef
2. See PaginatorConfigTypeDef

ListModelMetadataRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListModelMetadataRequestRequestTypeDef

def get_value() -> ListModelMetadataRequestRequestTypeDef:
    return {
        "SearchExpression": ...,
    }

Definition

class ListModelMetadataRequestRequestTypeDef(TypedDict):
    SearchExpression: NotRequired[ModelMetadataSearchExpressionTypeDef],  # (1)
    NextToken: NotRequired[str],
    MaxResults: NotRequired[int],

1. See ModelMetadataSearchExpressionTypeDef

BatchTransformInputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import BatchTransformInputTypeDef

def get_value() -> BatchTransformInputTypeDef:
    return {
        "DataCapturedDestinationS3Uri": ...,
        "DatasetFormat": ...,
        "LocalPath": ...,
    }

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],

1. See MonitoringDatasetFormatTypeDef
2. See ProcessingS3InputModeType
3. See ProcessingS3DataDistributionTypeType

MonitoringOutputConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringOutputConfigTypeDef

def get_value() -> MonitoringOutputConfigTypeDef:
    return {
        "MonitoringOutputs": ...,
    }

Definition

class MonitoringOutputConfigTypeDef(TypedDict):
    MonitoringOutputs: Sequence[MonitoringOutputTypeDef],  # (1)
    KmsKeyId: NotRequired[str],

1. See MonitoringOutputTypeDef

CreateFeatureGroupRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateFeatureGroupRequestRequestTypeDef

def get_value() -> CreateFeatureGroupRequestRequestTypeDef:
    return {
        "FeatureGroupName": ...,
        "RecordIdentifierFeatureName": ...,
        "EventTimeFeatureName": ...,
        "FeatureDefinitions": ...,
    }

Definition

class CreateFeatureGroupRequestRequestTypeDef(TypedDict):
    FeatureGroupName: str,
    RecordIdentifierFeatureName: str,
    EventTimeFeatureName: str,
    FeatureDefinitions: Sequence[FeatureDefinitionTypeDef],  # (1)
    OnlineStoreConfig: NotRequired[OnlineStoreConfigTypeDef],  # (2)
    OfflineStoreConfig: NotRequired[OfflineStoreConfigTypeDef],  # (3)
    RoleArn: NotRequired[str],
    Description: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (4)

1. See FeatureDefinitionTypeDef
2. See OnlineStoreConfigTypeDef
3. See OfflineStoreConfigTypeDef
4. See TagTypeDef

DescribeFeatureGroupResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeFeatureGroupResponseTypeDef

def get_value() -> DescribeFeatureGroupResponseTypeDef:
    return {
        "FeatureGroupArn": ...,
        "FeatureGroupName": ...,
        "RecordIdentifierFeatureName": ...,
        "EventTimeFeatureName": ...,
        "FeatureDefinitions": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
        "OnlineStoreConfig": ...,
        "OfflineStoreConfig": ...,
        "RoleArn": ...,
        "FeatureGroupStatus": ...,
        "OfflineStoreStatus": ...,
        "LastUpdateStatus": ...,
        "FailureReason": ...,
        "Description": ...,
        "NextToken": ...,
        "OnlineStoreTotalSizeBytes": ...,
        "ResponseMetadata": ...,
    }

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)
    RoleArn: str,
    FeatureGroupStatus: FeatureGroupStatusType,  # (4)
    OfflineStoreStatus: OfflineStoreStatusTypeDef,  # (5)
    LastUpdateStatus: LastUpdateStatusTypeDef,  # (6)
    FailureReason: str,
    Description: str,
    NextToken: str,
    OnlineStoreTotalSizeBytes: int,
    ResponseMetadata: ResponseMetadataTypeDef,  # (7)

1. See FeatureDefinitionTypeDef
2. See OnlineStoreConfigTypeDef
3. See OfflineStoreConfigTypeDef
4. See FeatureGroupStatusType
5. See OfflineStoreStatusTypeDef
6. See LastUpdateStatusTypeDef
7. See ResponseMetadataTypeDef

FeatureGroupTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import FeatureGroupTypeDef

def get_value() -> FeatureGroupTypeDef:
    return {
        "FeatureGroupArn": ...,
    }

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

CreateCompilationJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateCompilationJobRequestRequestTypeDef

def get_value() -> CreateCompilationJobRequestRequestTypeDef:
    return {
        "CompilationJobName": ...,
        "RoleArn": ...,
        "OutputConfig": ...,
        "StoppingCondition": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeCompilationJobResponseTypeDef

def get_value() -> DescribeCompilationJobResponseTypeDef:
    return {
        "CompilationJobName": ...,
        "CompilationJobArn": ...,
        "CompilationJobStatus": ...,
        "CompilationStartTime": ...,
        "CompilationEndTime": ...,
        "StoppingCondition": ...,
        "InferenceImage": ...,
        "ModelPackageVersionArn": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
        "FailureReason": ...,
        "ModelArtifacts": ...,
        "ModelDigests": ...,
        "RoleArn": ...,
        "InputConfig": ...,
        "OutputConfig": ...,
        "VpcConfig": ...,
        "ResponseMetadata": ...,
    }

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)
    ResponseMetadata: ResponseMetadataTypeDef,  # (8)

1. See CompilationJobStatusType
2. See StoppingConditionTypeDef
3. See ModelArtifactsTypeDef
4. See ModelDigestsTypeDef
5. See InputConfigTypeDef
6. See OutputConfigTypeDef
7. See NeoVpcConfigTypeDef
8. See ResponseMetadataTypeDef

PendingDeploymentSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import PendingDeploymentSummaryTypeDef

def get_value() -> PendingDeploymentSummaryTypeDef:
    return {
        "EndpointConfigName": ...,
    }

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

ProcessingOutputConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ProcessingOutputConfigTypeDef

def get_value() -> ProcessingOutputConfigTypeDef:
    return {
        "Outputs": ...,
    }

Definition

class ProcessingOutputConfigTypeDef(TypedDict):
    Outputs: Sequence[ProcessingOutputTypeDef],  # (1)
    KmsKeyId: NotRequired[str],

1. See ProcessingOutputTypeDef

GetSearchSuggestionsRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import GetSearchSuggestionsRequestRequestTypeDef

def get_value() -> GetSearchSuggestionsRequestRequestTypeDef:
    return {
        "Resource": ...,
    }

Definition

class GetSearchSuggestionsRequestRequestTypeDef(TypedDict):
    Resource: ResourceTypeType,  # (1)
    SuggestionQuery: NotRequired[SuggestionQueryTypeDef],  # (2)

1. See ResourceTypeType
2. See SuggestionQueryTypeDef

CreateProjectInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateProjectInputRequestTypeDef

def get_value() -> CreateProjectInputRequestTypeDef:
    return {
        "ProjectName": ...,
        "ServiceCatalogProvisioningDetails": ...,
    }

Definition

class CreateProjectInputRequestTypeDef(TypedDict):
    ProjectName: str,
    ServiceCatalogProvisioningDetails: ServiceCatalogProvisioningDetailsTypeDef,  # (1)
    ProjectDescription: NotRequired[str],
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)

1. See ServiceCatalogProvisioningDetailsTypeDef
2. See TagTypeDef

DescribeProjectOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeProjectOutputTypeDef

def get_value() -> DescribeProjectOutputTypeDef:
    return {
        "ProjectArn": ...,
        "ProjectName": ...,
        "ProjectId": ...,
        "ProjectDescription": ...,
        "ServiceCatalogProvisioningDetails": ...,
        "ServiceCatalogProvisionedProductDetails": ...,
        "ProjectStatus": ...,
        "CreatedBy": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
        "LastModifiedBy": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ProjectTypeDef

def get_value() -> ProjectTypeDef:
    return {
        "ProjectArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateProjectInputRequestTypeDef

def get_value() -> UpdateProjectInputRequestTypeDef:
    return {
        "ProjectName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import HumanLoopConfigTypeDef

def get_value() -> HumanLoopConfigTypeDef:
    return {
        "WorkteamArn": ...,
        "HumanTaskUiArn": ...,
        "TaskTitle": ...,
        "TaskDescription": ...,
        "TaskCount": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import HumanTaskConfigTypeDef

def get_value() -> HumanTaskConfigTypeDef:
    return {
        "WorkteamArn": ...,
        "UiConfig": ...,
        "PreHumanTaskLambdaArn": ...,
        "TaskTitle": ...,
        "TaskDescription": ...,
        "NumberOfHumanWorkersPerDataObject": ...,
        "TaskTimeLimitInSeconds": ...,
        "AnnotationConsolidationConfig": ...,
    }

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

AlgorithmSpecificationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AlgorithmSpecificationTypeDef

def get_value() -> AlgorithmSpecificationTypeDef:
    return {
        "TrainingInputMode": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import TransformInputTypeDef

def get_value() -> TransformInputTypeDef:
    return {
        "DataSource": ...,
    }

Definition

class TransformInputTypeDef(TypedDict):
    DataSource: TransformDataSourceTypeDef,  # (1)
    ContentType: NotRequired[str],
    CompressionType: NotRequired[CompressionTypeType],  # (2)
    SplitType: NotRequired[SplitTypeType],  # (3)

1. See TransformDataSourceTypeDef
2. See CompressionTypeType
3. See SplitTypeType

DescribeWorkforceResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeWorkforceResponseTypeDef

def get_value() -> DescribeWorkforceResponseTypeDef:
    return {
        "Workforce": ...,
        "ResponseMetadata": ...,
    }

Definition

class DescribeWorkforceResponseTypeDef(TypedDict):
    Workforce: WorkforceTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See WorkforceTypeDef
2. See ResponseMetadataTypeDef

ListWorkforcesResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListWorkforcesResponseTypeDef

def get_value() -> ListWorkforcesResponseTypeDef:
    return {
        "Workforces": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListWorkforcesResponseTypeDef(TypedDict):
    Workforces: List[WorkforceTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See WorkforceTypeDef
2. See ResponseMetadataTypeDef

UpdateWorkforceResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateWorkforceResponseTypeDef

def get_value() -> UpdateWorkforceResponseTypeDef:
    return {
        "Workforce": ...,
        "ResponseMetadata": ...,
    }

Definition

class UpdateWorkforceResponseTypeDef(TypedDict):
    Workforce: WorkforceTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See WorkforceTypeDef
2. See ResponseMetadataTypeDef

ListArtifactsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListArtifactsResponseTypeDef

def get_value() -> ListArtifactsResponseTypeDef:
    return {
        "ArtifactSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListArtifactsResponseTypeDef(TypedDict):
    ArtifactSummaries: List[ArtifactSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See ArtifactSummaryTypeDef
2. See ResponseMetadataTypeDef

CreateAutoMLJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateAutoMLJobRequestRequestTypeDef

def get_value() -> CreateAutoMLJobRequestRequestTypeDef:
    return {
        "AutoMLJobName": ...,
        "InputDataConfig": ...,
        "OutputDataConfig": ...,
        "RoleArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import PipelineExecutionStepTypeDef

def get_value() -> PipelineExecutionStepTypeDef:
    return {
        "StepName": ...,
    }

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)
    AttemptCount: NotRequired[int],
    FailureReason: NotRequired[str],
    Metadata: NotRequired[PipelineExecutionStepMetadataTypeDef],  # (3)

1. See StepStatusType
2. See CacheHitResultTypeDef
3. See PipelineExecutionStepMetadataTypeDef

DescribeAutoMLJobResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeAutoMLJobResponseTypeDef

def get_value() -> DescribeAutoMLJobResponseTypeDef:
    return {
        "AutoMLJobName": ...,
        "AutoMLJobArn": ...,
        "InputDataConfig": ...,
        "OutputDataConfig": ...,
        "RoleArn": ...,
        "AutoMLJobObjective": ...,
        "ProblemType": ...,
        "AutoMLJobConfig": ...,
        "CreationTime": ...,
        "EndTime": ...,
        "LastModifiedTime": ...,
        "FailureReason": ...,
        "PartialFailureReasons": ...,
        "BestCandidate": ...,
        "AutoMLJobStatus": ...,
        "AutoMLJobSecondaryStatus": ...,
        "GenerateCandidateDefinitionsOnly": ...,
        "AutoMLJobArtifacts": ...,
        "ResolvedAttributes": ...,
        "ModelDeployConfig": ...,
        "ModelDeployResult": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListCandidatesForAutoMLJobResponseTypeDef

def get_value() -> ListCandidatesForAutoMLJobResponseTypeDef:
    return {
        "Candidates": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListCandidatesForAutoMLJobResponseTypeDef(TypedDict):
    Candidates: List[AutoMLCandidateTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See AutoMLCandidateTypeDef
2. See ResponseMetadataTypeDef

DeploymentConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DeploymentConfigTypeDef

def get_value() -> DeploymentConfigTypeDef:
    return {
        "BlueGreenUpdatePolicy": ...,
    }

Definition

class DeploymentConfigTypeDef(TypedDict):
    BlueGreenUpdatePolicy: BlueGreenUpdatePolicyTypeDef,  # (1)
    AutoRollbackConfiguration: NotRequired[AutoRollbackConfigTypeDef],  # (2)

1. See BlueGreenUpdatePolicyTypeDef
2. See AutoRollbackConfigTypeDef

RecommendationJobInputConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import RecommendationJobInputConfigTypeDef

def get_value() -> RecommendationJobInputConfigTypeDef:
    return {
        "ModelPackageVersionArn": ...,
    }

Definition

class RecommendationJobInputConfigTypeDef(TypedDict):
    ModelPackageVersionArn: 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)
    ModelName: NotRequired[str],

1. See TrafficPatternTypeDef
2. See RecommendationJobResourceLimitTypeDef
3. See EndpointInputConfigurationTypeDef
4. See RecommendationJobContainerConfigTypeDef
5. See EndpointInfoTypeDef
6. See RecommendationJobVpcConfigTypeDef

ExplainerConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ExplainerConfigTypeDef

def get_value() -> ExplainerConfigTypeDef:
    return {
        "ClarifyExplainerConfig": ...,
    }

Definition

class ExplainerConfigTypeDef(TypedDict):
    ClarifyExplainerConfig: NotRequired[ClarifyExplainerConfigTypeDef],  # (1)

1. See ClarifyExplainerConfigTypeDef

CreateSpaceRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateSpaceRequestRequestTypeDef

def get_value() -> CreateSpaceRequestRequestTypeDef:
    return {
        "DomainId": ...,
        "SpaceName": ...,
    }

Definition

class CreateSpaceRequestRequestTypeDef(TypedDict):
    DomainId: str,
    SpaceName: str,
    Tags: NotRequired[Sequence[TagTypeDef]],  # (1)
    SpaceSettings: NotRequired[SpaceSettingsTypeDef],  # (2)

1. See TagTypeDef
2. See SpaceSettingsTypeDef

DescribeSpaceResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeSpaceResponseTypeDef

def get_value() -> DescribeSpaceResponseTypeDef:
    return {
        "DomainId": ...,
        "SpaceArn": ...,
        "SpaceName": ...,
        "HomeEfsFileSystemUid": ...,
        "Status": ...,
        "LastModifiedTime": ...,
        "CreationTime": ...,
        "FailureReason": ...,
        "SpaceSettings": ...,
        "ResponseMetadata": ...,
    }

Definition

class DescribeSpaceResponseTypeDef(TypedDict):
    DomainId: str,
    SpaceArn: str,
    SpaceName: str,
    HomeEfsFileSystemUid: str,
    Status: SpaceStatusType,  # (1)
    LastModifiedTime: datetime,
    CreationTime: datetime,
    FailureReason: str,
    SpaceSettings: SpaceSettingsTypeDef,  # (2)
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)

1. See SpaceStatusType
2. See SpaceSettingsTypeDef
3. See ResponseMetadataTypeDef

UpdateSpaceRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateSpaceRequestRequestTypeDef

def get_value() -> UpdateSpaceRequestRequestTypeDef:
    return {
        "DomainId": ...,
        "SpaceName": ...,
    }

Definition

class UpdateSpaceRequestRequestTypeDef(TypedDict):
    DomainId: str,
    SpaceName: str,
    SpaceSettings: NotRequired[SpaceSettingsTypeDef],  # (1)

1. See SpaceSettingsTypeDef

CreateDomainRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateDomainRequestRequestTypeDef

def get_value() -> CreateDomainRequestRequestTypeDef:
    return {
        "DomainName": ...,
        "AuthMode": ...,
        "DefaultUserSettings": ...,
        "SubnetIds": ...,
        "VpcId": ...,
    }

Definition

class CreateDomainRequestRequestTypeDef(TypedDict):
    DomainName: str,
    AuthMode: AuthModeType,  # (1)
    DefaultUserSettings: UserSettingsTypeDef,  # (2)
    SubnetIds: Sequence[str],
    VpcId: str,
    Tags: NotRequired[Sequence[TagTypeDef]],  # (3)
    AppNetworkAccessType: NotRequired[AppNetworkAccessTypeType],  # (4)
    HomeEfsFileSystemKmsKeyId: NotRequired[str],
    KmsKeyId: NotRequired[str],
    AppSecurityGroupManagement: NotRequired[AppSecurityGroupManagementType],  # (5)
    DomainSettings: NotRequired[DomainSettingsTypeDef],  # (6)
    DefaultSpaceSettings: NotRequired[DefaultSpaceSettingsTypeDef],  # (7)

1. See AuthModeType
2. See UserSettingsTypeDef
3. See TagTypeDef
4. See AppNetworkAccessTypeType
5. See AppSecurityGroupManagementType
6. See DomainSettingsTypeDef
7. See DefaultSpaceSettingsTypeDef

CreateUserProfileRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateUserProfileRequestRequestTypeDef

def get_value() -> CreateUserProfileRequestRequestTypeDef:
    return {
        "DomainId": ...,
        "UserProfileName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeDomainResponseTypeDef

def get_value() -> DescribeDomainResponseTypeDef:
    return {
        "DomainArn": ...,
        "DomainId": ...,
        "DomainName": ...,
        "HomeEfsFileSystemId": ...,
        "SingleSignOnManagedApplicationInstanceId": ...,
        "Status": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
        "FailureReason": ...,
        "AuthMode": ...,
        "DefaultUserSettings": ...,
        "AppNetworkAccessType": ...,
        "HomeEfsFileSystemKmsKeyId": ...,
        "SubnetIds": ...,
        "Url": ...,
        "VpcId": ...,
        "KmsKeyId": ...,
        "DomainSettings": ...,
        "AppSecurityGroupManagement": ...,
        "SecurityGroupIdForDomainBoundary": ...,
        "DefaultSpaceSettings": ...,
        "ResponseMetadata": ...,
    }

Definition

class DescribeDomainResponseTypeDef(TypedDict):
    DomainArn: str,
    DomainId: str,
    DomainName: str,
    HomeEfsFileSystemId: str,
    SingleSignOnManagedApplicationInstanceId: str,
    Status: DomainStatusType,  # (1)
    CreationTime: datetime,
    LastModifiedTime: datetime,
    FailureReason: str,
    AuthMode: AuthModeType,  # (2)
    DefaultUserSettings: UserSettingsTypeDef,  # (3)
    AppNetworkAccessType: AppNetworkAccessTypeType,  # (4)
    HomeEfsFileSystemKmsKeyId: str,
    SubnetIds: List[str],
    Url: str,
    VpcId: str,
    KmsKeyId: str,
    DomainSettings: DomainSettingsTypeDef,  # (5)
    AppSecurityGroupManagement: AppSecurityGroupManagementType,  # (6)
    SecurityGroupIdForDomainBoundary: str,
    DefaultSpaceSettings: DefaultSpaceSettingsTypeDef,  # (7)
    ResponseMetadata: ResponseMetadataTypeDef,  # (8)

1. See DomainStatusType
2. See AuthModeType
3. See UserSettingsTypeDef
4. See AppNetworkAccessTypeType
5. See DomainSettingsTypeDef
6. See AppSecurityGroupManagementType
7. See DefaultSpaceSettingsTypeDef
8. See ResponseMetadataTypeDef

DescribeUserProfileResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeUserProfileResponseTypeDef

def get_value() -> DescribeUserProfileResponseTypeDef:
    return {
        "DomainId": ...,
        "UserProfileArn": ...,
        "UserProfileName": ...,
        "HomeEfsFileSystemUid": ...,
        "Status": ...,
        "LastModifiedTime": ...,
        "CreationTime": ...,
        "FailureReason": ...,
        "SingleSignOnUserIdentifier": ...,
        "SingleSignOnUserValue": ...,
        "UserSettings": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateDomainRequestRequestTypeDef

def get_value() -> UpdateDomainRequestRequestTypeDef:
    return {
        "DomainId": ...,
    }

Definition

class UpdateDomainRequestRequestTypeDef(TypedDict):
    DomainId: str,
    DefaultUserSettings: NotRequired[UserSettingsTypeDef],  # (1)
    DomainSettingsForUpdate: NotRequired[DomainSettingsForUpdateTypeDef],  # (2)
    DefaultSpaceSettings: NotRequired[DefaultSpaceSettingsTypeDef],  # (3)
    AppSecurityGroupManagement: NotRequired[AppSecurityGroupManagementType],  # (4)

1. See UserSettingsTypeDef
2. See DomainSettingsForUpdateTypeDef
3. See DefaultSpaceSettingsTypeDef
4. See AppSecurityGroupManagementType

UpdateUserProfileRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateUserProfileRequestRequestTypeDef

def get_value() -> UpdateUserProfileRequestRequestTypeDef:
    return {
        "DomainId": ...,
        "UserProfileName": ...,
    }

Definition

class UpdateUserProfileRequestRequestTypeDef(TypedDict):
    DomainId: str,
    UserProfileName: str,
    UserSettings: NotRequired[UserSettingsTypeDef],  # (1)

1. See UserSettingsTypeDef

HyperParameterTrainingJobDefinitionTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import HyperParameterTrainingJobDefinitionTypeDef

def get_value() -> HyperParameterTrainingJobDefinitionTypeDef:
    return {
        "AlgorithmSpecification": ...,
        "RoleArn": ...,
        "OutputDataConfig": ...,
        "StoppingCondition": ...,
    }

Definition

class HyperParameterTrainingJobDefinitionTypeDef(TypedDict):
    AlgorithmSpecification: HyperParameterAlgorithmSpecificationTypeDef,  # (3)
    RoleArn: str,
    OutputDataConfig: OutputDataConfigTypeDef,  # (6)
    StoppingCondition: StoppingConditionTypeDef,  # (8)
    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)
    EnableNetworkIsolation: NotRequired[bool],
    EnableInterContainerTrafficEncryption: NotRequired[bool],
    EnableManagedSpotTraining: NotRequired[bool],
    CheckpointConfig: NotRequired[CheckpointConfigTypeDef],  # (9)
    RetryStrategy: NotRequired[RetryStrategyTypeDef],  # (10)
    HyperParameterTuningResourceConfig: NotRequired[HyperParameterTuningResourceConfigTypeDef],  # (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 StoppingConditionTypeDef
9. See CheckpointConfigTypeDef
10. See RetryStrategyTypeDef
11. See HyperParameterTuningResourceConfigTypeDef

TrainingJobDefinitionTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TrainingJobDefinitionTypeDef

def get_value() -> TrainingJobDefinitionTypeDef:
    return {
        "TrainingInputMode": ...,
        "InputDataConfig": ...,
        "OutputDataConfig": ...,
        "ResourceConfig": ...,
        "StoppingCondition": ...,
    }

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

InferenceRecommendationsJobStepTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import InferenceRecommendationsJobStepTypeDef

def get_value() -> InferenceRecommendationsJobStepTypeDef:
    return {
        "StepType": ...,
        "JobName": ...,
        "Status": ...,
    }

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

ListAssociationsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListAssociationsResponseTypeDef

def get_value() -> ListAssociationsResponseTypeDef:
    return {
        "AssociationSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListAssociationsResponseTypeDef(TypedDict):
    AssociationSummaries: List[AssociationSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See AssociationSummaryTypeDef
2. See ResponseMetadataTypeDef

TrialTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TrialTypeDef

def get_value() -> TrialTypeDef:
    return {
        "TrialName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ListTrialComponentsResponseTypeDef

def get_value() -> ListTrialComponentsResponseTypeDef:
    return {
        "TrialComponentSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListTrialComponentsResponseTypeDef(TypedDict):
    TrialComponentSummaries: List[TrialComponentSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See TrialComponentSummaryTypeDef
2. See ResponseMetadataTypeDef

CreateModelInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateModelInputRequestTypeDef

def get_value() -> CreateModelInputRequestTypeDef:
    return {
        "ModelName": ...,
        "ExecutionRoleArn": ...,
    }

Definition

class CreateModelInputRequestTypeDef(TypedDict):
    ModelName: str,
    ExecutionRoleArn: str,
    PrimaryContainer: NotRequired[ContainerDefinitionTypeDef],  # (1)
    Containers: NotRequired[Sequence[ContainerDefinitionTypeDef]],  # (2)
    InferenceExecutionConfig: NotRequired[InferenceExecutionConfigTypeDef],  # (3)
    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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeModelOutputTypeDef

def get_value() -> DescribeModelOutputTypeDef:
    return {
        "ModelName": ...,
        "PrimaryContainer": ...,
        "Containers": ...,
        "InferenceExecutionConfig": ...,
        "ExecutionRoleArn": ...,
        "VpcConfig": ...,
        "CreationTime": ...,
        "ModelArn": ...,
        "EnableNetworkIsolation": ...,
        "ResponseMetadata": ...,
    }

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,
    ResponseMetadata: ResponseMetadataTypeDef,  # (5)

1. See ContainerDefinitionTypeDef
2. See ContainerDefinitionTypeDef
3. See InferenceExecutionConfigTypeDef
4. See VpcConfigTypeDef
5. See ResponseMetadataTypeDef

ModelTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelTypeDef

def get_value() -> ModelTypeDef:
    return {
        "ModelName": ...,
    }

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)

1. See ContainerDefinitionTypeDef
2. See ContainerDefinitionTypeDef
3. See InferenceExecutionConfigTypeDef
4. See VpcConfigTypeDef
5. See TagTypeDef

TrainingSpecificationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TrainingSpecificationTypeDef

def get_value() -> TrainingSpecificationTypeDef:
    return {
        "TrainingImage": ...,
        "SupportedTrainingInstanceTypes": ...,
        "TrainingChannels": ...,
    }

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)

1. See HyperParameterSpecificationTypeDef
2. See TrainingInstanceTypeType
3. See MetricDefinitionTypeDef
4. See ChannelSpecificationTypeDef
5. See HyperParameterTuningJobObjectiveTypeDef

ListAppImageConfigsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListAppImageConfigsResponseTypeDef

def get_value() -> ListAppImageConfigsResponseTypeDef:
    return {
        "NextToken": ...,
        "AppImageConfigs": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListAppImageConfigsResponseTypeDef(TypedDict):
    NextToken: str,
    AppImageConfigs: List[AppImageConfigDetailsTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See AppImageConfigDetailsTypeDef
2. See ResponseMetadataTypeDef

LabelingJobSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import LabelingJobSummaryTypeDef

def get_value() -> LabelingJobSummaryTypeDef:
    return {
        "LabelingJobName": ...,
        "LabelingJobArn": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
        "LabelingJobStatus": ...,
        "LabelCounters": ...,
        "WorkteamArn": ...,
        "PreHumanTaskLambdaArn": ...,
    }

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

DescribeWorkteamResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeWorkteamResponseTypeDef

def get_value() -> DescribeWorkteamResponseTypeDef:
    return {
        "Workteam": ...,
        "ResponseMetadata": ...,
    }

Definition

class DescribeWorkteamResponseTypeDef(TypedDict):
    Workteam: WorkteamTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See WorkteamTypeDef
2. See ResponseMetadataTypeDef

ListWorkteamsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListWorkteamsResponseTypeDef

def get_value() -> ListWorkteamsResponseTypeDef:
    return {
        "Workteams": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListWorkteamsResponseTypeDef(TypedDict):
    Workteams: List[WorkteamTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See WorkteamTypeDef
2. See ResponseMetadataTypeDef

UpdateWorkteamResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateWorkteamResponseTypeDef

def get_value() -> UpdateWorkteamResponseTypeDef:
    return {
        "Workteam": ...,
        "ResponseMetadata": ...,
    }

Definition

class UpdateWorkteamResponseTypeDef(TypedDict):
    Workteam: WorkteamTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See WorkteamTypeDef
2. See ResponseMetadataTypeDef

ListMonitoringAlertsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListMonitoringAlertsResponseTypeDef

def get_value() -> ListMonitoringAlertsResponseTypeDef:
    return {
        "MonitoringAlertSummaries": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListMonitoringAlertsResponseTypeDef(TypedDict):
    MonitoringAlertSummaries: List[MonitoringAlertSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See MonitoringAlertSummaryTypeDef
2. See ResponseMetadataTypeDef

DescribeInferenceExperimentResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeInferenceExperimentResponseTypeDef

def get_value() -> DescribeInferenceExperimentResponseTypeDef:
    return {
        "Arn": ...,
        "Name": ...,
        "Type": ...,
        "Schedule": ...,
        "Status": ...,
        "StatusReason": ...,
        "Description": ...,
        "CreationTime": ...,
        "CompletionTime": ...,
        "LastModifiedTime": ...,
        "RoleArn": ...,
        "EndpointMetadata": ...,
        "ModelVariants": ...,
        "DataStorageConfig": ...,
        "ShadowModeConfig": ...,
        "KmsKey": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateInferenceExperimentRequestRequestTypeDef

def get_value() -> CreateInferenceExperimentRequestRequestTypeDef:
    return {
        "Name": ...,
        "Type": ...,
        "RoleArn": ...,
        "EndpointName": ...,
        "ModelVariants": ...,
        "ShadowModeConfig": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import StopInferenceExperimentRequestRequestTypeDef

def get_value() -> StopInferenceExperimentRequestRequestTypeDef:
    return {
        "Name": ...,
        "ModelVariantActions": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateInferenceExperimentRequestRequestTypeDef

def get_value() -> UpdateInferenceExperimentRequestRequestTypeDef:
    return {
        "Name": ...,
    }

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

UpdateModelPackageInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateModelPackageInputRequestTypeDef

def get_value() -> UpdateModelPackageInputRequestTypeDef:
    return {
        "ModelPackageArn": ...,
    }

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)

1. See ModelApprovalStatusType
2. See AdditionalInferenceSpecificationDefinitionTypeDef

BatchDescribeModelPackageSummaryTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import BatchDescribeModelPackageSummaryTypeDef

def get_value() -> BatchDescribeModelPackageSummaryTypeDef:
    return {
        "ModelPackageGroupName": ...,
        "ModelPackageArn": ...,
        "CreationTime": ...,
        "InferenceSpecification": ...,
        "ModelPackageStatus": ...,
    }

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

DataQualityJobInputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DataQualityJobInputTypeDef

def get_value() -> DataQualityJobInputTypeDef:
    return {
        "EndpointInput": ...,
    }

Definition

class DataQualityJobInputTypeDef(TypedDict):
    EndpointInput: NotRequired[EndpointInputTypeDef],  # (1)
    BatchTransformInput: NotRequired[BatchTransformInputTypeDef],  # (2)

1. See EndpointInputTypeDef
2. See BatchTransformInputTypeDef

ModelBiasJobInputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelBiasJobInputTypeDef

def get_value() -> ModelBiasJobInputTypeDef:
    return {
        "GroundTruthS3Input": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelExplainabilityJobInputTypeDef

def get_value() -> ModelExplainabilityJobInputTypeDef:
    return {
        "EndpointInput": ...,
    }

Definition

class ModelExplainabilityJobInputTypeDef(TypedDict):
    EndpointInput: NotRequired[EndpointInputTypeDef],  # (1)
    BatchTransformInput: NotRequired[BatchTransformInputTypeDef],  # (2)

1. See EndpointInputTypeDef
2. See BatchTransformInputTypeDef

ModelQualityJobInputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelQualityJobInputTypeDef

def get_value() -> ModelQualityJobInputTypeDef:
    return {
        "GroundTruthS3Input": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringInputTypeDef

def get_value() -> MonitoringInputTypeDef:
    return {
        "EndpointInput": ...,
    }

Definition

class MonitoringInputTypeDef(TypedDict):
    EndpointInput: NotRequired[EndpointInputTypeDef],  # (1)
    BatchTransformInput: NotRequired[BatchTransformInputTypeDef],  # (2)

1. See EndpointInputTypeDef
2. See BatchTransformInputTypeDef

CreateProcessingJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateProcessingJobRequestRequestTypeDef

def get_value() -> CreateProcessingJobRequestRequestTypeDef:
    return {
        "ProcessingJobName": ...,
        "ProcessingResources": ...,
        "AppSpecification": ...,
        "RoleArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeProcessingJobResponseTypeDef

def get_value() -> DescribeProcessingJobResponseTypeDef:
    return {
        "ProcessingInputs": ...,
        "ProcessingOutputConfig": ...,
        "ProcessingJobName": ...,
        "ProcessingResources": ...,
        "StoppingCondition": ...,
        "AppSpecification": ...,
        "Environment": ...,
        "NetworkConfig": ...,
        "RoleArn": ...,
        "ExperimentConfig": ...,
        "ProcessingJobArn": ...,
        "ProcessingJobStatus": ...,
        "ExitMessage": ...,
        "FailureReason": ...,
        "ProcessingEndTime": ...,
        "ProcessingStartTime": ...,
        "LastModifiedTime": ...,
        "CreationTime": ...,
        "MonitoringScheduleArn": ...,
        "AutoMLJobArn": ...,
        "TrainingJobArn": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ProcessingJobTypeDef

def get_value() -> ProcessingJobTypeDef:
    return {
        "ProcessingInputs": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateFlowDefinitionRequestRequestTypeDef

def get_value() -> CreateFlowDefinitionRequestRequestTypeDef:
    return {
        "FlowDefinitionName": ...,
        "HumanLoopConfig": ...,
        "OutputConfig": ...,
        "RoleArn": ...,
    }

Definition

class CreateFlowDefinitionRequestRequestTypeDef(TypedDict):
    FlowDefinitionName: str,
    HumanLoopConfig: HumanLoopConfigTypeDef,  # (1)
    OutputConfig: FlowDefinitionOutputConfigTypeDef,  # (2)
    RoleArn: str,
    HumanLoopRequestSource: NotRequired[HumanLoopRequestSourceTypeDef],  # (3)
    HumanLoopActivationConfig: NotRequired[HumanLoopActivationConfigTypeDef],  # (4)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (5)

1. See HumanLoopConfigTypeDef
2. See FlowDefinitionOutputConfigTypeDef
3. See HumanLoopRequestSourceTypeDef
4. See HumanLoopActivationConfigTypeDef
5. See TagTypeDef

DescribeFlowDefinitionResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeFlowDefinitionResponseTypeDef

def get_value() -> DescribeFlowDefinitionResponseTypeDef:
    return {
        "FlowDefinitionArn": ...,
        "FlowDefinitionName": ...,
        "FlowDefinitionStatus": ...,
        "CreationTime": ...,
        "HumanLoopRequestSource": ...,
        "HumanLoopActivationConfig": ...,
        "HumanLoopConfig": ...,
        "OutputConfig": ...,
        "RoleArn": ...,
        "FailureReason": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateLabelingJobRequestRequestTypeDef

def get_value() -> CreateLabelingJobRequestRequestTypeDef:
    return {
        "LabelingJobName": ...,
        "LabelAttributeName": ...,
        "InputConfig": ...,
        "OutputConfig": ...,
        "RoleArn": ...,
        "HumanTaskConfig": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeLabelingJobResponseTypeDef

def get_value() -> DescribeLabelingJobResponseTypeDef:
    return {
        "LabelingJobStatus": ...,
        "LabelCounters": ...,
        "FailureReason": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
        "JobReferenceCode": ...,
        "LabelingJobName": ...,
        "LabelingJobArn": ...,
        "LabelAttributeName": ...,
        "InputConfig": ...,
        "OutputConfig": ...,
        "RoleArn": ...,
        "LabelCategoryConfigS3Uri": ...,
        "StoppingConditions": ...,
        "LabelingJobAlgorithmsConfig": ...,
        "HumanTaskConfig": ...,
        "Tags": ...,
        "LabelingJobOutput": ...,
        "ResponseMetadata": ...,
    }

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

CreateTrainingJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateTrainingJobRequestRequestTypeDef

def get_value() -> CreateTrainingJobRequestRequestTypeDef:
    return {
        "TrainingJobName": ...,
        "AlgorithmSpecification": ...,
        "RoleArn": ...,
        "OutputDataConfig": ...,
        "ResourceConfig": ...,
        "StoppingCondition": ...,
    }

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)

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

DescribeTrainingJobResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeTrainingJobResponseTypeDef

def get_value() -> DescribeTrainingJobResponseTypeDef:
    return {
        "TrainingJobName": ...,
        "TrainingJobArn": ...,
        "TuningJobArn": ...,
        "LabelingJobArn": ...,
        "AutoMLJobArn": ...,
        "ModelArtifacts": ...,
        "TrainingJobStatus": ...,
        "SecondaryStatus": ...,
        "FailureReason": ...,
        "HyperParameters": ...,
        "AlgorithmSpecification": ...,
        "RoleArn": ...,
        "InputDataConfig": ...,
        "OutputDataConfig": ...,
        "ResourceConfig": ...,
        "VpcConfig": ...,
        "StoppingCondition": ...,
        "CreationTime": ...,
        "TrainingStartTime": ...,
        "TrainingEndTime": ...,
        "LastModifiedTime": ...,
        "SecondaryStatusTransitions": ...,
        "FinalMetricDataList": ...,
        "EnableNetworkIsolation": ...,
        "EnableInterContainerTrafficEncryption": ...,
        "EnableManagedSpotTraining": ...,
        "CheckpointConfig": ...,
        "TrainingTimeInSeconds": ...,
        "BillableTimeInSeconds": ...,
        "DebugHookConfig": ...,
        "ExperimentConfig": ...,
        "DebugRuleConfigurations": ...,
        "TensorBoardOutputConfig": ...,
        "DebugRuleEvaluationStatuses": ...,
        "ProfilerConfig": ...,
        "ProfilerRuleConfigurations": ...,
        "ProfilerRuleEvaluationStatuses": ...,
        "ProfilingStatus": ...,
        "RetryStrategy": ...,
        "Environment": ...,
        "WarmPoolStatus": ...,
        "ResponseMetadata": ...,
    }

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)
    VpcConfig: VpcConfigTypeDef,  # (8)
    StoppingCondition: StoppingConditionTypeDef,  # (9)
    CreationTime: datetime,
    TrainingStartTime: datetime,
    TrainingEndTime: datetime,
    LastModifiedTime: datetime,
    SecondaryStatusTransitions: List[SecondaryStatusTransitionTypeDef],  # (10)
    FinalMetricDataList: List[MetricDataTypeDef],  # (11)
    EnableNetworkIsolation: bool,
    EnableInterContainerTrafficEncryption: bool,
    EnableManagedSpotTraining: bool,
    CheckpointConfig: CheckpointConfigTypeDef,  # (12)
    TrainingTimeInSeconds: int,
    BillableTimeInSeconds: int,
    DebugHookConfig: DebugHookConfigTypeDef,  # (13)
    ExperimentConfig: ExperimentConfigTypeDef,  # (14)
    DebugRuleConfigurations: List[DebugRuleConfigurationTypeDef],  # (15)
    TensorBoardOutputConfig: TensorBoardOutputConfigTypeDef,  # (16)
    DebugRuleEvaluationStatuses: List[DebugRuleEvaluationStatusTypeDef],  # (17)
    ProfilerConfig: ProfilerConfigTypeDef,  # (18)
    ProfilerRuleConfigurations: List[ProfilerRuleConfigurationTypeDef],  # (19)
    ProfilerRuleEvaluationStatuses: List[ProfilerRuleEvaluationStatusTypeDef],  # (20)
    ProfilingStatus: ProfilingStatusType,  # (21)
    RetryStrategy: RetryStrategyTypeDef,  # (22)
    Environment: Dict[str, str],
    WarmPoolStatus: WarmPoolStatusTypeDef,  # (23)
    ResponseMetadata: ResponseMetadataTypeDef,  # (24)

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 ProfilerRuleConfigurationTypeDef
20. See ProfilerRuleEvaluationStatusTypeDef
21. See ProfilingStatusType
22. See RetryStrategyTypeDef
23. See WarmPoolStatusTypeDef
24. See ResponseMetadataTypeDef

TrainingJobTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TrainingJobTypeDef

def get_value() -> TrainingJobTypeDef:
    return {
        "TrainingJobName": ...,
    }

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)
    Environment: NotRequired[Dict[str, str]],
    RetryStrategy: NotRequired[RetryStrategyTypeDef],  # (18)
    Tags: NotRequired[List[TagTypeDef]],  # (19)

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 RetryStrategyTypeDef
19. See TagTypeDef

CreateTransformJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateTransformJobRequestRequestTypeDef

def get_value() -> CreateTransformJobRequestRequestTypeDef:
    return {
        "TransformJobName": ...,
        "ModelName": ...,
        "TransformInput": ...,
        "TransformOutput": ...,
        "TransformResources": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeTransformJobResponseTypeDef

def get_value() -> DescribeTransformJobResponseTypeDef:
    return {
        "TransformJobName": ...,
        "TransformJobArn": ...,
        "TransformJobStatus": ...,
        "FailureReason": ...,
        "ModelName": ...,
        "MaxConcurrentTransforms": ...,
        "ModelClientConfig": ...,
        "MaxPayloadInMB": ...,
        "BatchStrategy": ...,
        "Environment": ...,
        "TransformInput": ...,
        "TransformOutput": ...,
        "DataCaptureConfig": ...,
        "TransformResources": ...,
        "CreationTime": ...,
        "TransformStartTime": ...,
        "TransformEndTime": ...,
        "LabelingJobArn": ...,
        "AutoMLJobArn": ...,
        "DataProcessing": ...,
        "ExperimentConfig": ...,
        "ResponseMetadata": ...,
    }

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

TransformJobDefinitionTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TransformJobDefinitionTypeDef

def get_value() -> TransformJobDefinitionTypeDef:
    return {
        "TransformInput": ...,
        "TransformOutput": ...,
        "TransformResources": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import TransformJobTypeDef

def get_value() -> TransformJobTypeDef:
    return {
        "TransformJobName": ...,
    }

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)
    TransformResources: NotRequired[TransformResourcesTypeDef],  # (6)
    CreationTime: NotRequired[datetime],
    TransformStartTime: NotRequired[datetime],
    TransformEndTime: NotRequired[datetime],
    LabelingJobArn: NotRequired[str],
    AutoMLJobArn: NotRequired[str],
    DataProcessing: NotRequired[DataProcessingTypeDef],  # (7)
    ExperimentConfig: NotRequired[ExperimentConfigTypeDef],  # (8)
    Tags: NotRequired[List[TagTypeDef]],  # (9)

1. See TransformJobStatusType
2. See ModelClientConfigTypeDef
3. See BatchStrategyType
4. See TransformInputTypeDef
5. See TransformOutputTypeDef
6. See TransformResourcesTypeDef
7. See DataProcessingTypeDef
8. See ExperimentConfigTypeDef
9. See TagTypeDef

ListPipelineExecutionStepsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListPipelineExecutionStepsResponseTypeDef

def get_value() -> ListPipelineExecutionStepsResponseTypeDef:
    return {
        "PipelineExecutionSteps": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListPipelineExecutionStepsResponseTypeDef(TypedDict):
    PipelineExecutionSteps: List[PipelineExecutionStepTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See PipelineExecutionStepTypeDef
2. See ResponseMetadataTypeDef

CreateEndpointInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateEndpointInputRequestTypeDef

def get_value() -> CreateEndpointInputRequestTypeDef:
    return {
        "EndpointName": ...,
        "EndpointConfigName": ...,
    }

Definition

class CreateEndpointInputRequestTypeDef(TypedDict):
    EndpointName: str,
    EndpointConfigName: str,
    DeploymentConfig: NotRequired[DeploymentConfigTypeDef],  # (1)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)

1. See DeploymentConfigTypeDef
2. See TagTypeDef

UpdateEndpointInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateEndpointInputRequestTypeDef

def get_value() -> UpdateEndpointInputRequestTypeDef:
    return {
        "EndpointName": ...,
        "EndpointConfigName": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateInferenceRecommendationsJobRequestRequestTypeDef

def get_value() -> CreateInferenceRecommendationsJobRequestRequestTypeDef:
    return {
        "JobName": ...,
        "JobType": ...,
        "RoleArn": ...,
        "InputConfig": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeInferenceRecommendationsJobResponseTypeDef

def get_value() -> DescribeInferenceRecommendationsJobResponseTypeDef:
    return {
        "JobName": ...,
        "JobDescription": ...,
        "JobType": ...,
        "JobArn": ...,
        "RoleArn": ...,
        "Status": ...,
        "CreationTime": ...,
        "CompletionTime": ...,
        "LastModifiedTime": ...,
        "FailureReason": ...,
        "InputConfig": ...,
        "StoppingConditions": ...,
        "InferenceRecommendations": ...,
        "EndpointPerformances": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateEndpointConfigInputRequestTypeDef

def get_value() -> CreateEndpointConfigInputRequestTypeDef:
    return {
        "EndpointConfigName": ...,
        "ProductionVariants": ...,
    }

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)

1. See ProductionVariantTypeDef
2. See DataCaptureConfigTypeDef
3. See TagTypeDef
4. See AsyncInferenceConfigTypeDef
5. See ExplainerConfigTypeDef
6. See ProductionVariantTypeDef

DescribeEndpointConfigOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeEndpointConfigOutputTypeDef

def get_value() -> DescribeEndpointConfigOutputTypeDef:
    return {
        "EndpointConfigName": ...,
        "EndpointConfigArn": ...,
        "ProductionVariants": ...,
        "DataCaptureConfig": ...,
        "KmsKeyId": ...,
        "CreationTime": ...,
        "AsyncInferenceConfig": ...,
        "ExplainerConfig": ...,
        "ShadowProductionVariants": ...,
        "ResponseMetadata": ...,
    }

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)
    ResponseMetadata: ResponseMetadataTypeDef,  # (6)

1. See ProductionVariantTypeDef
2. See DataCaptureConfigTypeDef
3. See AsyncInferenceConfigTypeDef
4. See ExplainerConfigTypeDef
5. See ProductionVariantTypeDef
6. See ResponseMetadataTypeDef

DescribeEndpointOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeEndpointOutputTypeDef

def get_value() -> DescribeEndpointOutputTypeDef:
    return {
        "EndpointName": ...,
        "EndpointArn": ...,
        "EndpointConfigName": ...,
        "ProductionVariants": ...,
        "DataCaptureConfig": ...,
        "EndpointStatus": ...,
        "FailureReason": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
        "LastDeploymentConfig": ...,
        "AsyncInferenceConfig": ...,
        "PendingDeploymentSummary": ...,
        "ExplainerConfig": ...,
        "ShadowProductionVariants": ...,
        "ResponseMetadata": ...,
    }

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

CreateHyperParameterTuningJobRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateHyperParameterTuningJobRequestRequestTypeDef

def get_value() -> CreateHyperParameterTuningJobRequestRequestTypeDef:
    return {
        "HyperParameterTuningJobName": ...,
        "HyperParameterTuningJobConfig": ...,
    }

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)

1. See HyperParameterTuningJobConfigTypeDef
2. See HyperParameterTrainingJobDefinitionTypeDef
3. See HyperParameterTrainingJobDefinitionTypeDef
4. See HyperParameterTuningJobWarmStartConfigTypeDef
5. See TagTypeDef

DescribeHyperParameterTuningJobResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeHyperParameterTuningJobResponseTypeDef

def get_value() -> DescribeHyperParameterTuningJobResponseTypeDef:
    return {
        "HyperParameterTuningJobName": ...,
        "HyperParameterTuningJobArn": ...,
        "HyperParameterTuningJobConfig": ...,
        "TrainingJobDefinition": ...,
        "TrainingJobDefinitions": ...,
        "HyperParameterTuningJobStatus": ...,
        "CreationTime": ...,
        "HyperParameterTuningEndTime": ...,
        "LastModifiedTime": ...,
        "TrainingJobStatusCounters": ...,
        "ObjectiveStatusCounters": ...,
        "BestTrainingJob": ...,
        "OverallBestTrainingJob": ...,
        "WarmStartConfig": ...,
        "FailureReason": ...,
        "TuningJobCompletionDetails": ...,
        "ConsumedResources": ...,
        "ResponseMetadata": ...,
    }

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)
    FailureReason: str,
    TuningJobCompletionDetails: HyperParameterTuningJobCompletionDetailsTypeDef,  # (10)
    ConsumedResources: HyperParameterTuningJobConsumedResourcesTypeDef,  # (11)
    ResponseMetadata: ResponseMetadataTypeDef,  # (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 ResponseMetadataTypeDef

HyperParameterTuningJobSearchEntityTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import HyperParameterTuningJobSearchEntityTypeDef

def get_value() -> HyperParameterTuningJobSearchEntityTypeDef:
    return {
        "HyperParameterTuningJobName": ...,
    }

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],
    Tags: NotRequired[List[TagTypeDef]],  # (10)
    TuningJobCompletionDetails: NotRequired[HyperParameterTuningJobCompletionDetailsTypeDef],  # (11)
    ConsumedResources: NotRequired[HyperParameterTuningJobConsumedResourcesTypeDef],  # (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 TagTypeDef
11. See HyperParameterTuningJobCompletionDetailsTypeDef
12. See HyperParameterTuningJobConsumedResourcesTypeDef

ListInferenceRecommendationsJobStepsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListInferenceRecommendationsJobStepsResponseTypeDef

def get_value() -> ListInferenceRecommendationsJobStepsResponseTypeDef:
    return {
        "Steps": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListInferenceRecommendationsJobStepsResponseTypeDef(TypedDict):
    Steps: List[InferenceRecommendationsJobStepTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See InferenceRecommendationsJobStepTypeDef
2. See ResponseMetadataTypeDef

ListLabelingJobsResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ListLabelingJobsResponseTypeDef

def get_value() -> ListLabelingJobsResponseTypeDef:
    return {
        "LabelingJobSummaryList": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class ListLabelingJobsResponseTypeDef(TypedDict):
    LabelingJobSummaryList: List[LabelingJobSummaryTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See LabelingJobSummaryTypeDef
2. See ResponseMetadataTypeDef

BatchDescribeModelPackageOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import BatchDescribeModelPackageOutputTypeDef

def get_value() -> BatchDescribeModelPackageOutputTypeDef:
    return {
        "ModelPackageSummaries": ...,
        "BatchDescribeModelPackageErrorMap": ...,
        "ResponseMetadata": ...,
    }

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

CreateDataQualityJobDefinitionRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateDataQualityJobDefinitionRequestRequestTypeDef

def get_value() -> CreateDataQualityJobDefinitionRequestRequestTypeDef:
    return {
        "JobDefinitionName": ...,
        "DataQualityAppSpecification": ...,
        "DataQualityJobInput": ...,
        "DataQualityJobOutputConfig": ...,
        "JobResources": ...,
        "RoleArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeDataQualityJobDefinitionResponseTypeDef

def get_value() -> DescribeDataQualityJobDefinitionResponseTypeDef:
    return {
        "JobDefinitionArn": ...,
        "JobDefinitionName": ...,
        "CreationTime": ...,
        "DataQualityBaselineConfig": ...,
        "DataQualityAppSpecification": ...,
        "DataQualityJobInput": ...,
        "DataQualityJobOutputConfig": ...,
        "JobResources": ...,
        "NetworkConfig": ...,
        "RoleArn": ...,
        "StoppingCondition": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateModelBiasJobDefinitionRequestRequestTypeDef

def get_value() -> CreateModelBiasJobDefinitionRequestRequestTypeDef:
    return {
        "JobDefinitionName": ...,
        "ModelBiasAppSpecification": ...,
        "ModelBiasJobInput": ...,
        "ModelBiasJobOutputConfig": ...,
        "JobResources": ...,
        "RoleArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeModelBiasJobDefinitionResponseTypeDef

def get_value() -> DescribeModelBiasJobDefinitionResponseTypeDef:
    return {
        "JobDefinitionArn": ...,
        "JobDefinitionName": ...,
        "CreationTime": ...,
        "ModelBiasBaselineConfig": ...,
        "ModelBiasAppSpecification": ...,
        "ModelBiasJobInput": ...,
        "ModelBiasJobOutputConfig": ...,
        "JobResources": ...,
        "NetworkConfig": ...,
        "RoleArn": ...,
        "StoppingCondition": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateModelExplainabilityJobDefinitionRequestRequestTypeDef

def get_value() -> CreateModelExplainabilityJobDefinitionRequestRequestTypeDef:
    return {
        "JobDefinitionName": ...,
        "ModelExplainabilityAppSpecification": ...,
        "ModelExplainabilityJobInput": ...,
        "ModelExplainabilityJobOutputConfig": ...,
        "JobResources": ...,
        "RoleArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeModelExplainabilityJobDefinitionResponseTypeDef

def get_value() -> DescribeModelExplainabilityJobDefinitionResponseTypeDef:
    return {
        "JobDefinitionArn": ...,
        "JobDefinitionName": ...,
        "CreationTime": ...,
        "ModelExplainabilityBaselineConfig": ...,
        "ModelExplainabilityAppSpecification": ...,
        "ModelExplainabilityJobInput": ...,
        "ModelExplainabilityJobOutputConfig": ...,
        "JobResources": ...,
        "NetworkConfig": ...,
        "RoleArn": ...,
        "StoppingCondition": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateModelQualityJobDefinitionRequestRequestTypeDef

def get_value() -> CreateModelQualityJobDefinitionRequestRequestTypeDef:
    return {
        "JobDefinitionName": ...,
        "ModelQualityAppSpecification": ...,
        "ModelQualityJobInput": ...,
        "ModelQualityJobOutputConfig": ...,
        "JobResources": ...,
        "RoleArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeModelQualityJobDefinitionResponseTypeDef

def get_value() -> DescribeModelQualityJobDefinitionResponseTypeDef:
    return {
        "JobDefinitionArn": ...,
        "JobDefinitionName": ...,
        "CreationTime": ...,
        "ModelQualityBaselineConfig": ...,
        "ModelQualityAppSpecification": ...,
        "ModelQualityJobInput": ...,
        "ModelQualityJobOutputConfig": ...,
        "JobResources": ...,
        "NetworkConfig": ...,
        "RoleArn": ...,
        "StoppingCondition": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringJobDefinitionTypeDef

def get_value() -> MonitoringJobDefinitionTypeDef:
    return {
        "MonitoringInputs": ...,
        "MonitoringOutputConfig": ...,
        "MonitoringResources": ...,
        "MonitoringAppSpecification": ...,
        "RoleArn": ...,
    }

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

AlgorithmValidationProfileTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AlgorithmValidationProfileTypeDef

def get_value() -> AlgorithmValidationProfileTypeDef:
    return {
        "ProfileName": ...,
        "TrainingJobDefinition": ...,
    }

Definition

class AlgorithmValidationProfileTypeDef(TypedDict):
    ProfileName: str,
    TrainingJobDefinition: TrainingJobDefinitionTypeDef,  # (1)
    TransformJobDefinition: NotRequired[TransformJobDefinitionTypeDef],  # (2)

1. See TrainingJobDefinitionTypeDef
2. See TransformJobDefinitionTypeDef

ModelPackageValidationProfileTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelPackageValidationProfileTypeDef

def get_value() -> ModelPackageValidationProfileTypeDef:
    return {
        "ProfileName": ...,
        "TransformJobDefinition": ...,
    }

Definition

class ModelPackageValidationProfileTypeDef(TypedDict):
    ProfileName: str,
    TransformJobDefinition: TransformJobDefinitionTypeDef,  # (1)

1. See TransformJobDefinitionTypeDef

TrialComponentSourceDetailTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TrialComponentSourceDetailTypeDef

def get_value() -> TrialComponentSourceDetailTypeDef:
    return {
        "SourceArn": ...,
    }

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

MonitoringScheduleConfigTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringScheduleConfigTypeDef

def get_value() -> MonitoringScheduleConfigTypeDef:
    return {
        "ScheduleConfig": ...,
    }

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

AlgorithmValidationSpecificationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import AlgorithmValidationSpecificationTypeDef

def get_value() -> AlgorithmValidationSpecificationTypeDef:
    return {
        "ValidationRole": ...,
        "ValidationProfiles": ...,
    }

Definition

class AlgorithmValidationSpecificationTypeDef(TypedDict):
    ValidationRole: str,
    ValidationProfiles: Sequence[AlgorithmValidationProfileTypeDef],  # (1)

1. See AlgorithmValidationProfileTypeDef

ModelPackageValidationSpecificationTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelPackageValidationSpecificationTypeDef

def get_value() -> ModelPackageValidationSpecificationTypeDef:
    return {
        "ValidationRole": ...,
        "ValidationProfiles": ...,
    }

Definition

class ModelPackageValidationSpecificationTypeDef(TypedDict):
    ValidationRole: str,
    ValidationProfiles: Sequence[ModelPackageValidationProfileTypeDef],  # (1)

1. See ModelPackageValidationProfileTypeDef

TrialComponentTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import TrialComponentTypeDef

def get_value() -> TrialComponentTypeDef:
    return {
        "TrialComponentName": ...,
    }

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

CreateMonitoringScheduleRequestRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateMonitoringScheduleRequestRequestTypeDef

def get_value() -> CreateMonitoringScheduleRequestRequestTypeDef:
    return {
        "MonitoringScheduleName": ...,
        "MonitoringScheduleConfig": ...,
    }

Definition

class CreateMonitoringScheduleRequestRequestTypeDef(TypedDict):
    MonitoringScheduleName: str,
    MonitoringScheduleConfig: MonitoringScheduleConfigTypeDef,  # (1)
    Tags: NotRequired[Sequence[TagTypeDef]],  # (2)

1. See MonitoringScheduleConfigTypeDef
2. See TagTypeDef

DescribeMonitoringScheduleResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeMonitoringScheduleResponseTypeDef

def get_value() -> DescribeMonitoringScheduleResponseTypeDef:
    return {
        "MonitoringScheduleArn": ...,
        "MonitoringScheduleName": ...,
        "MonitoringScheduleStatus": ...,
        "MonitoringType": ...,
        "FailureReason": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
        "MonitoringScheduleConfig": ...,
        "EndpointName": ...,
        "LastMonitoringExecutionSummary": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelDashboardMonitoringScheduleTypeDef

def get_value() -> ModelDashboardMonitoringScheduleTypeDef:
    return {
        "MonitoringScheduleArn": ...,
    }

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)

1. See ScheduleStatusType
2. See MonitoringTypeType
3. See MonitoringScheduleConfigTypeDef
4. See MonitoringAlertSummaryTypeDef
5. See MonitoringExecutionSummaryTypeDef

MonitoringScheduleTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import MonitoringScheduleTypeDef

def get_value() -> MonitoringScheduleTypeDef:
    return {
        "MonitoringScheduleArn": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import UpdateMonitoringScheduleRequestRequestTypeDef

def get_value() -> UpdateMonitoringScheduleRequestRequestTypeDef:
    return {
        "MonitoringScheduleName": ...,
        "MonitoringScheduleConfig": ...,
    }

Definition

class UpdateMonitoringScheduleRequestRequestTypeDef(TypedDict):
    MonitoringScheduleName: str,
    MonitoringScheduleConfig: MonitoringScheduleConfigTypeDef,  # (1)

1. See MonitoringScheduleConfigTypeDef

CreateAlgorithmInputRequestTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateAlgorithmInputRequestTypeDef

def get_value() -> CreateAlgorithmInputRequestTypeDef:
    return {
        "AlgorithmName": ...,
        "TrainingSpecification": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeAlgorithmOutputTypeDef

def get_value() -> DescribeAlgorithmOutputTypeDef:
    return {
        "AlgorithmName": ...,
        "AlgorithmArn": ...,
        "AlgorithmDescription": ...,
        "CreationTime": ...,
        "TrainingSpecification": ...,
        "InferenceSpecification": ...,
        "ValidationSpecification": ...,
        "AlgorithmStatus": ...,
        "AlgorithmStatusDetails": ...,
        "ProductId": ...,
        "CertifyForMarketplace": ...,
        "ResponseMetadata": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import CreateModelPackageInputRequestTypeDef

def get_value() -> CreateModelPackageInputRequestTypeDef:
    return {
        "ModelPackageName": ...,
    }

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],
    CustomerMetadataProperties: NotRequired[Mapping[str, str]],
    DriftCheckBaselines: NotRequired[DriftCheckBaselinesTypeDef],  # (8)
    Domain: NotRequired[str],
    Task: NotRequired[str],
    SamplePayloadUrl: NotRequired[str],
    AdditionalInferenceSpecifications: NotRequired[Sequence[AdditionalInferenceSpecificationDefinitionTypeDef]],  # (9)

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

DescribeModelPackageOutputTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import DescribeModelPackageOutputTypeDef

def get_value() -> DescribeModelPackageOutputTypeDef:
    return {
        "ModelPackageName": ...,
        "ModelPackageGroupName": ...,
        "ModelPackageVersion": ...,
        "ModelPackageArn": ...,
        "ModelPackageDescription": ...,
        "CreationTime": ...,
        "InferenceSpecification": ...,
        "SourceAlgorithmSpecification": ...,
        "ValidationSpecification": ...,
        "ModelPackageStatus": ...,
        "ModelPackageStatusDetails": ...,
        "CertifyForMarketplace": ...,
        "ModelApprovalStatus": ...,
        "CreatedBy": ...,
        "MetadataProperties": ...,
        "ModelMetrics": ...,
        "LastModifiedTime": ...,
        "LastModifiedBy": ...,
        "ApprovalDescription": ...,
        "CustomerMetadataProperties": ...,
        "DriftCheckBaselines": ...,
        "Domain": ...,
        "Task": ...,
        "SamplePayloadUrl": ...,
        "AdditionalInferenceSpecifications": ...,
        "ResponseMetadata": ...,
    }

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,
    CustomerMetadataProperties: Dict[str, str],
    DriftCheckBaselines: DriftCheckBaselinesTypeDef,  # (11)
    Domain: str,
    Task: str,
    SamplePayloadUrl: str,
    AdditionalInferenceSpecifications: List[AdditionalInferenceSpecificationDefinitionTypeDef],  # (12)
    ResponseMetadata: ResponseMetadataTypeDef,  # (13)

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 ResponseMetadataTypeDef

ModelPackageTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelPackageTypeDef

def get_value() -> ModelPackageTypeDef:
    return {
        "ModelPackageName": ...,
    }

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)
    Tags: NotRequired[List[TagTypeDef]],  # (12)
    CustomerMetadataProperties: NotRequired[Dict[str, str]],
    DriftCheckBaselines: NotRequired[DriftCheckBaselinesTypeDef],  # (13)

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

ModelDashboardModelTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import ModelDashboardModelTypeDef

def get_value() -> ModelDashboardModelTypeDef:
    return {
        "Model": ...,
    }

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

Usage Example

from mypy_boto3_sagemaker.type_defs import EndpointTypeDef

def get_value() -> EndpointTypeDef:
    return {
        "EndpointName": ...,
        "EndpointArn": ...,
        "EndpointConfigName": ...,
        "EndpointStatus": ...,
        "CreationTime": ...,
        "LastModifiedTime": ...,
    }

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

SearchRecordTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import SearchRecordTypeDef

def get_value() -> SearchRecordTypeDef:
    return {
        "TrainingJob": ...,
    }

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)
    Project: NotRequired[ProjectTypeDef],  # (11)
    FeatureMetadata: NotRequired[FeatureMetadataTypeDef],  # (12)
    HyperParameterTuningJob: NotRequired[HyperParameterTuningJobSearchEntityTypeDef],  # (13)
    Model: NotRequired[ModelDashboardModelTypeDef],  # (14)
    ModelCard: NotRequired[ModelCardTypeDef],  # (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 ProjectTypeDef
12. See FeatureMetadataTypeDef
13. See HyperParameterTuningJobSearchEntityTypeDef
14. See ModelDashboardModelTypeDef
15. See ModelCardTypeDef

SearchResponseTypeDef

Usage Example

from mypy_boto3_sagemaker.type_defs import SearchResponseTypeDef

def get_value() -> SearchResponseTypeDef:
    return {
        "Results": ...,
        "NextToken": ...,
        "ResponseMetadata": ...,
    }

Definition

class SearchResponseTypeDef(TypedDict):
    Results: List[SearchRecordTypeDef],  # (1)
    NextToken: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See SearchRecordTypeDef
2. See ResponseMetadataTypeDef