Sagemaker Classes

ActionSourceTypeDef

SourceUri

• Type:
• Required: Yes

SourceType

• Type: typing.Optional[str]

SourceId

• Type: typing.Optional[str]

ActionSummaryTypeDef

ActionArn

• Type: typing.Optional[str]

ActionName

• Type: typing.Optional[str]

Source

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ActionSourceTypeDef]

ActionType

• Type: typing.Optional[str]

Status

• Type: typing.Optional[typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping', 'Unknown']]

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

AddAssociationRequestRequestTypeDef

SourceArn

• Type:
• Required: Yes

DestinationArn

• Type:
• Required: Yes

AssociationType

• Type: typing.Optional[typing.Literal['AssociatedWith', 'ContributedTo', 'DerivedFrom', 'Produced', 'SameAs']]

AddAssociationResponseTypeDef

SourceArn

• Type:
• Required: Yes

DestinationArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

AddTagsInputRequestTypeDef

ResourceArn

• Type:
• Required: Yes

Tags

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]
• Required: Yes

AddTagsOutputTypeDef

Tags

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

AdditionalInferenceSpecificationDefinitionExtraOutputTypeDef

Name

• Type:
• Required: Yes

Containers

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ModelPackageContainerDefinitionExtraOutputTypeDef]
• Required: Yes

Description

• Type: typing.Optional[str]

SupportedTransformInstanceTypes

• Type: typing.Optional[typing.List[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m6i.12xlarge', 'ml.m6i.16xlarge', 'ml.m6i.24xlarge', 'ml.m6i.2xlarge', 'ml.m6i.32xlarge', 'ml.m6i.4xlarge', 'ml.m6i.8xlarge', 'ml.m6i.large', 'ml.m6i.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.r6i.12xlarge', 'ml.r6i.16xlarge', 'ml.r6i.24xlarge', 'ml.r6i.2xlarge', 'ml.r6i.32xlarge', 'ml.r6i.4xlarge', 'ml.r6i.8xlarge', 'ml.r6i.large', 'ml.r6i.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge']]]

SupportedRealtimeInferenceInstanceTypes

• Type: typing.Optional[typing.List[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.large', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.large', 'ml.c5.xlarge', 'ml.c5d.18xlarge', 'ml.c5d.2xlarge', 'ml.c5d.4xlarge', 'ml.c5d.9xlarge', 'ml.c5d.large', 'ml.c5d.xlarge', 'ml.c6g.12xlarge', 'ml.c6g.16xlarge', 'ml.c6g.2xlarge', 'ml.c6g.4xlarge', 'ml.c6g.8xlarge', 'ml.c6g.large', 'ml.c6g.xlarge', 'ml.c6gd.12xlarge', 'ml.c6gd.16xlarge', 'ml.c6gd.2xlarge', 'ml.c6gd.4xlarge', 'ml.c6gd.8xlarge', 'ml.c6gd.large', 'ml.c6gd.xlarge', 'ml.c6gn.12xlarge', 'ml.c6gn.16xlarge', 'ml.c6gn.2xlarge', 'ml.c6gn.4xlarge', 'ml.c6gn.8xlarge', 'ml.c6gn.large', 'ml.c6gn.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c7g.12xlarge', 'ml.c7g.16xlarge', 'ml.c7g.2xlarge', 'ml.c7g.4xlarge', 'ml.c7g.8xlarge', 'ml.c7g.large', 'ml.c7g.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.dl1.24xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.inf1.24xlarge', 'ml.inf1.2xlarge', 'ml.inf1.6xlarge', 'ml.inf1.xlarge', 'ml.inf2.24xlarge', 'ml.inf2.48xlarge', 'ml.inf2.8xlarge', 'ml.inf2.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m5d.12xlarge', 'ml.m5d.24xlarge', 'ml.m5d.2xlarge', 'ml.m5d.4xlarge', 'ml.m5d.large', 'ml.m5d.xlarge', 'ml.m6g.12xlarge', 'ml.m6g.16xlarge', 'ml.m6g.2xlarge', 'ml.m6g.4xlarge', 'ml.m6g.8xlarge', 'ml.m6g.large', 'ml.m6g.xlarge', 'ml.m6gd.12xlarge', 'ml.m6gd.16xlarge', 'ml.m6gd.2xlarge', 'ml.m6gd.4xlarge', 'ml.m6gd.8xlarge', 'ml.m6gd.large', 'ml.m6gd.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.r5.12xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.r5d.12xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.large', 'ml.r5d.xlarge', 'ml.r6g.12xlarge', 'ml.r6g.16xlarge', 'ml.r6g.2xlarge', 'ml.r6g.4xlarge', 'ml.r6g.8xlarge', 'ml.r6g.large', 'ml.r6g.xlarge', 'ml.r6gd.12xlarge', 'ml.r6gd.16xlarge', 'ml.r6gd.2xlarge', 'ml.r6gd.4xlarge', 'ml.r6gd.8xlarge', 'ml.r6gd.large', 'ml.r6gd.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']]]

SupportedContentTypes

• Type: typing.Optional[typing.List[str]]

SupportedResponseMIMETypes

• Type: typing.Optional[typing.List[str]]

AdditionalInferenceSpecificationDefinitionOutputTypeDef

Name

• Type:
• Required: Yes

Containers

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ModelPackageContainerDefinitionOutputTypeDef]
• Required: Yes

Description

• Type: typing.Optional[str]

SupportedTransformInstanceTypes

• Type: typing.Optional[typing.List[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m6i.12xlarge', 'ml.m6i.16xlarge', 'ml.m6i.24xlarge', 'ml.m6i.2xlarge', 'ml.m6i.32xlarge', 'ml.m6i.4xlarge', 'ml.m6i.8xlarge', 'ml.m6i.large', 'ml.m6i.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.r6i.12xlarge', 'ml.r6i.16xlarge', 'ml.r6i.24xlarge', 'ml.r6i.2xlarge', 'ml.r6i.32xlarge', 'ml.r6i.4xlarge', 'ml.r6i.8xlarge', 'ml.r6i.large', 'ml.r6i.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge']]]

SupportedRealtimeInferenceInstanceTypes

• Type: typing.Optional[typing.List[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.large', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.large', 'ml.c5.xlarge', 'ml.c5d.18xlarge', 'ml.c5d.2xlarge', 'ml.c5d.4xlarge', 'ml.c5d.9xlarge', 'ml.c5d.large', 'ml.c5d.xlarge', 'ml.c6g.12xlarge', 'ml.c6g.16xlarge', 'ml.c6g.2xlarge', 'ml.c6g.4xlarge', 'ml.c6g.8xlarge', 'ml.c6g.large', 'ml.c6g.xlarge', 'ml.c6gd.12xlarge', 'ml.c6gd.16xlarge', 'ml.c6gd.2xlarge', 'ml.c6gd.4xlarge', 'ml.c6gd.8xlarge', 'ml.c6gd.large', 'ml.c6gd.xlarge', 'ml.c6gn.12xlarge', 'ml.c6gn.16xlarge', 'ml.c6gn.2xlarge', 'ml.c6gn.4xlarge', 'ml.c6gn.8xlarge', 'ml.c6gn.large', 'ml.c6gn.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c7g.12xlarge', 'ml.c7g.16xlarge', 'ml.c7g.2xlarge', 'ml.c7g.4xlarge', 'ml.c7g.8xlarge', 'ml.c7g.large', 'ml.c7g.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.dl1.24xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.inf1.24xlarge', 'ml.inf1.2xlarge', 'ml.inf1.6xlarge', 'ml.inf1.xlarge', 'ml.inf2.24xlarge', 'ml.inf2.48xlarge', 'ml.inf2.8xlarge', 'ml.inf2.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m5d.12xlarge', 'ml.m5d.24xlarge', 'ml.m5d.2xlarge', 'ml.m5d.4xlarge', 'ml.m5d.large', 'ml.m5d.xlarge', 'ml.m6g.12xlarge', 'ml.m6g.16xlarge', 'ml.m6g.2xlarge', 'ml.m6g.4xlarge', 'ml.m6g.8xlarge', 'ml.m6g.large', 'ml.m6g.xlarge', 'ml.m6gd.12xlarge', 'ml.m6gd.16xlarge', 'ml.m6gd.2xlarge', 'ml.m6gd.4xlarge', 'ml.m6gd.8xlarge', 'ml.m6gd.large', 'ml.m6gd.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.r5.12xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.r5d.12xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.large', 'ml.r5d.xlarge', 'ml.r6g.12xlarge', 'ml.r6g.16xlarge', 'ml.r6g.2xlarge', 'ml.r6g.4xlarge', 'ml.r6g.8xlarge', 'ml.r6g.large', 'ml.r6g.xlarge', 'ml.r6gd.12xlarge', 'ml.r6gd.16xlarge', 'ml.r6gd.2xlarge', 'ml.r6gd.4xlarge', 'ml.r6gd.8xlarge', 'ml.r6gd.large', 'ml.r6gd.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']]]

SupportedContentTypes

• Type: typing.Optional[typing.List[str]]

SupportedResponseMIMETypes

• Type: typing.Optional[typing.List[str]]

AdditionalInferenceSpecificationDefinitionTypeDef

Name

• Type:
• Required: Yes

Containers

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ModelPackageContainerDefinitionTypeDef]
• Required: Yes

Description

• Type: typing.Optional[str]

SupportedTransformInstanceTypes

• Type: typing.Optional[typing.Sequence[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m6i.12xlarge', 'ml.m6i.16xlarge', 'ml.m6i.24xlarge', 'ml.m6i.2xlarge', 'ml.m6i.32xlarge', 'ml.m6i.4xlarge', 'ml.m6i.8xlarge', 'ml.m6i.large', 'ml.m6i.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.r6i.12xlarge', 'ml.r6i.16xlarge', 'ml.r6i.24xlarge', 'ml.r6i.2xlarge', 'ml.r6i.32xlarge', 'ml.r6i.4xlarge', 'ml.r6i.8xlarge', 'ml.r6i.large', 'ml.r6i.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge']]]

SupportedRealtimeInferenceInstanceTypes

• Type: typing.Optional[typing.Sequence[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.large', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.large', 'ml.c5.xlarge', 'ml.c5d.18xlarge', 'ml.c5d.2xlarge', 'ml.c5d.4xlarge', 'ml.c5d.9xlarge', 'ml.c5d.large', 'ml.c5d.xlarge', 'ml.c6g.12xlarge', 'ml.c6g.16xlarge', 'ml.c6g.2xlarge', 'ml.c6g.4xlarge', 'ml.c6g.8xlarge', 'ml.c6g.large', 'ml.c6g.xlarge', 'ml.c6gd.12xlarge', 'ml.c6gd.16xlarge', 'ml.c6gd.2xlarge', 'ml.c6gd.4xlarge', 'ml.c6gd.8xlarge', 'ml.c6gd.large', 'ml.c6gd.xlarge', 'ml.c6gn.12xlarge', 'ml.c6gn.16xlarge', 'ml.c6gn.2xlarge', 'ml.c6gn.4xlarge', 'ml.c6gn.8xlarge', 'ml.c6gn.large', 'ml.c6gn.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c7g.12xlarge', 'ml.c7g.16xlarge', 'ml.c7g.2xlarge', 'ml.c7g.4xlarge', 'ml.c7g.8xlarge', 'ml.c7g.large', 'ml.c7g.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.dl1.24xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.inf1.24xlarge', 'ml.inf1.2xlarge', 'ml.inf1.6xlarge', 'ml.inf1.xlarge', 'ml.inf2.24xlarge', 'ml.inf2.48xlarge', 'ml.inf2.8xlarge', 'ml.inf2.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m5d.12xlarge', 'ml.m5d.24xlarge', 'ml.m5d.2xlarge', 'ml.m5d.4xlarge', 'ml.m5d.large', 'ml.m5d.xlarge', 'ml.m6g.12xlarge', 'ml.m6g.16xlarge', 'ml.m6g.2xlarge', 'ml.m6g.4xlarge', 'ml.m6g.8xlarge', 'ml.m6g.large', 'ml.m6g.xlarge', 'ml.m6gd.12xlarge', 'ml.m6gd.16xlarge', 'ml.m6gd.2xlarge', 'ml.m6gd.4xlarge', 'ml.m6gd.8xlarge', 'ml.m6gd.large', 'ml.m6gd.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.r5.12xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.r5d.12xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.large', 'ml.r5d.xlarge', 'ml.r6g.12xlarge', 'ml.r6g.16xlarge', 'ml.r6g.2xlarge', 'ml.r6g.4xlarge', 'ml.r6g.8xlarge', 'ml.r6g.large', 'ml.r6g.xlarge', 'ml.r6gd.12xlarge', 'ml.r6gd.16xlarge', 'ml.r6gd.2xlarge', 'ml.r6gd.4xlarge', 'ml.r6gd.8xlarge', 'ml.r6gd.large', 'ml.r6gd.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']]]

SupportedContentTypes

• Type: typing.Optional[typing.Sequence[str]]

SupportedResponseMIMETypes

• Type: typing.Optional[typing.Sequence[str]]

AdditionalModelDataSourceTypeDef

ChannelName

• Type:
• Required: Yes

S3DataSource

• Type:
• Required: Yes

AdditionalS3DataSourceTypeDef

S3DataType

• Type: typing.Literal['S3Object', 'S3Prefix']
• Required: Yes

S3Uri

• Type:
• Required: Yes

CompressionType

• Type: typing.Optional[typing.Literal['Gzip', 'None']]

AgentVersionTypeDef

Version

• Type:
• Required: Yes

AgentCount

• Type:
• Required: Yes

AlarmTypeDef

AlarmName

• Type: typing.Optional[str]

AlgorithmSpecificationExtraOutputTypeDef

TrainingInputMode

• Type: typing.Literal['FastFile', 'File', 'Pipe']
• Required: Yes

TrainingImage

• Type: typing.Optional[str]

AlgorithmName

• Type: typing.Optional[str]

MetricDefinitions

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.MetricDefinitionTypeDef]]

EnableSageMakerMetricsTimeSeries

• Type: typing.Optional[bool]

ContainerEntrypoint

• Type: typing.Optional[typing.List[str]]

ContainerArguments

• Type: typing.Optional[typing.List[str]]

TrainingImageConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TrainingImageConfigTypeDef]

AlgorithmSpecificationOutputTypeDef

TrainingInputMode

• Type: typing.Literal['FastFile', 'File', 'Pipe']
• Required: Yes

TrainingImage

• Type: typing.Optional[str]

AlgorithmName

• Type: typing.Optional[str]

MetricDefinitions

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.MetricDefinitionTypeDef]]

EnableSageMakerMetricsTimeSeries

• Type: typing.Optional[bool]

ContainerEntrypoint

• Type: typing.Optional[typing.List[str]]

ContainerArguments

• Type: typing.Optional[typing.List[str]]

TrainingImageConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TrainingImageConfigTypeDef]

AlgorithmSpecificationTypeDef

TrainingInputMode

• Type: typing.Literal['FastFile', 'File', 'Pipe']
• Required: Yes

TrainingImage

• Type: typing.Optional[str]

AlgorithmName

• Type: typing.Optional[str]

MetricDefinitions

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.MetricDefinitionTypeDef]]

EnableSageMakerMetricsTimeSeries

• Type: typing.Optional[bool]

ContainerEntrypoint

• Type: typing.Optional[typing.Sequence[str]]

ContainerArguments

• Type: typing.Optional[typing.Sequence[str]]

TrainingImageConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TrainingImageConfigTypeDef]

AlgorithmStatusDetailsTypeDef

ValidationStatuses

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AlgorithmStatusItemTypeDef]]

ImageScanStatuses

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AlgorithmStatusItemTypeDef]]

AlgorithmStatusItemTypeDef

Name

• Type:
• Required: Yes

Status

• Type: typing.Literal['Completed', 'Failed', 'InProgress', 'NotStarted']
• Required: Yes

FailureReason

• Type: typing.Optional[str]

AlgorithmSummaryTypeDef

AlgorithmName

• Type:
• Required: Yes

AlgorithmArn

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

AlgorithmStatus

• Type: typing.Literal['Completed', 'Deleting', 'Failed', 'InProgress', 'Pending']
• Required: Yes

AlgorithmDescription

• Type: typing.Optional[str]

AlgorithmValidationProfileOutputTypeDef

ProfileName

• Type:
• Required: Yes

TrainingJobDefinition

• Type:
• Required: Yes

TransformJobDefinition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TransformJobDefinitionOutputTypeDef]

AlgorithmValidationProfileTypeDef

ProfileName

• Type:
• Required: Yes

TrainingJobDefinition

• Type:
• Required: Yes

TransformJobDefinition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TransformJobDefinitionTypeDef]

AlgorithmValidationSpecificationOutputTypeDef

ValidationRole

• Type:
• Required: Yes

ValidationProfiles

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AlgorithmValidationProfileOutputTypeDef]
• Required: Yes

AlgorithmValidationSpecificationTypeDef

ValidationRole

• Type:
• Required: Yes

ValidationProfiles

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.AlgorithmValidationProfileTypeDef]
• Required: Yes

AmazonQSettingsTypeDef

Status

• Type: typing.Optional[typing.Literal['DISABLED', 'ENABLED']]

QProfileArn

• Type: typing.Optional[str]

AnnotationConsolidationConfigTypeDef

AnnotationConsolidationLambdaArn

• Type:
• Required: Yes

AppDetailsTypeDef

DomainId

• Type: typing.Optional[str]

UserProfileName

• Type: typing.Optional[str]

SpaceName

• Type: typing.Optional[str]

AppType

• Type: typing.Optional[typing.Literal['Canvas', 'CodeEditor', 'DetailedProfiler', 'JupyterLab', 'JupyterServer', 'KernelGateway', 'RSessionGateway', 'RStudioServerPro', 'TensorBoard']]

AppName

• Type: typing.Optional[str]

Status

• Type: typing.Optional[typing.Literal['Deleted', 'Deleting', 'Failed', 'InService', 'Pending']]

CreationTime

• Type: typing.Optional[datetime.datetime]

ResourceSpec

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceSpecTypeDef]

AppImageConfigDetailsTypeDef

AppImageConfigArn

• Type: typing.Optional[str]

AppImageConfigName

• Type: typing.Optional[str]

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

KernelGatewayImageConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.KernelGatewayImageConfigOutputTypeDef]

JupyterLabAppImageConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.JupyterLabAppImageConfigOutputTypeDef]

CodeEditorAppImageConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CodeEditorAppImageConfigOutputTypeDef]

AppSpecificationExtraOutputTypeDef

ImageUri

• Type:
• Required: Yes

ContainerEntrypoint

• Type: typing.Optional[typing.List[str]]

ContainerArguments

• Type: typing.Optional[typing.List[str]]

AppSpecificationOutputTypeDef

ImageUri

• Type:
• Required: Yes

ContainerEntrypoint

• Type: typing.Optional[typing.List[str]]

ContainerArguments

• Type: typing.Optional[typing.List[str]]

AppSpecificationTypeDef

ImageUri

• Type:
• Required: Yes

ContainerEntrypoint

• Type: typing.Optional[typing.Sequence[str]]

ContainerArguments

• Type: typing.Optional[typing.Sequence[str]]

ArtifactSourceExtraOutputTypeDef

SourceUri

• Type:
• Required: Yes

SourceTypes

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ArtifactSourceTypeTypeDef]]

ArtifactSourceOutputTypeDef

SourceUri

• Type:
• Required: Yes

SourceTypes

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ArtifactSourceTypeTypeDef]]

ArtifactSourceTypeDef

SourceUri

• Type:
• Required: Yes

SourceTypes

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ArtifactSourceTypeTypeDef]]

ArtifactSourceTypeTypeDef

SourceIdType

• Type: typing.Literal['Custom', 'MD5Hash', 'S3ETag', 'S3Version']
• Required: Yes

Value

• Type:
• Required: Yes

ArtifactSummaryTypeDef

ArtifactArn

• Type: typing.Optional[str]

ArtifactName

• Type: typing.Optional[str]

Source

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ArtifactSourceOutputTypeDef]

ArtifactType

• Type: typing.Optional[str]

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

AssociateTrialComponentRequestRequestTypeDef

TrialComponentName

• Type:
• Required: Yes

TrialName

• Type:
• Required: Yes

AssociateTrialComponentResponseTypeDef

TrialComponentArn

• Type:
• Required: Yes

TrialArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

AssociationSummaryTypeDef

SourceArn

• Type: typing.Optional[str]

DestinationArn

• Type: typing.Optional[str]

SourceType

• Type: typing.Optional[str]

DestinationType

• Type: typing.Optional[str]

AssociationType

• Type: typing.Optional[typing.Literal['AssociatedWith', 'ContributedTo', 'DerivedFrom', 'Produced', 'SameAs']]

SourceName

• Type: typing.Optional[str]

DestinationName

• Type: typing.Optional[str]

CreationTime

• Type: typing.Optional[datetime.datetime]

CreatedBy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserContextTypeDef]

AsyncInferenceClientConfigTypeDef

MaxConcurrentInvocationsPerInstance

• Type: typing.Optional[int]

AsyncInferenceConfigOutputTypeDef

OutputConfig

• Type:
• Required: Yes

ClientConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AsyncInferenceClientConfigTypeDef]

AsyncInferenceConfigTypeDef

OutputConfig

• Type:
• Required: Yes

ClientConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AsyncInferenceClientConfigTypeDef]

AsyncInferenceNotificationConfigOutputTypeDef

SuccessTopic

• Type: typing.Optional[str]

ErrorTopic

• Type: typing.Optional[str]

IncludeInferenceResponseIn

• Type: typing.Optional[typing.List[typing.Literal['ERROR_NOTIFICATION_TOPIC', 'SUCCESS_NOTIFICATION_TOPIC']]]

AsyncInferenceNotificationConfigTypeDef

SuccessTopic

• Type: typing.Optional[str]

ErrorTopic

• Type: typing.Optional[str]

IncludeInferenceResponseIn

• Type: typing.Optional[typing.Sequence[typing.Literal['ERROR_NOTIFICATION_TOPIC', 'SUCCESS_NOTIFICATION_TOPIC']]]

AsyncInferenceOutputConfigOutputTypeDef

KmsKeyId

• Type: typing.Optional[str]

S3OutputPath

• Type: typing.Optional[str]

NotificationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AsyncInferenceNotificationConfigOutputTypeDef]

S3FailurePath

• Type: typing.Optional[str]

AsyncInferenceOutputConfigTypeDef

KmsKeyId

• Type: typing.Optional[str]

S3OutputPath

• Type: typing.Optional[str]

NotificationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AsyncInferenceNotificationConfigTypeDef]

S3FailurePath

• Type: typing.Optional[str]

AthenaDatasetDefinitionTypeDef

Catalog

• Type:
• Required: Yes

Database

• Type:
• Required: Yes

QueryString

• Type:
• Required: Yes

OutputS3Uri

• Type:
• Required: Yes

OutputFormat

• Type: typing.Literal['AVRO', 'JSON', 'ORC', 'PARQUET', 'TEXTFILE']
• Required: Yes

WorkGroup

• Type: typing.Optional[str]

KmsKeyId

• Type: typing.Optional[str]

OutputCompression

• Type: typing.Optional[typing.Literal['GZIP', 'SNAPPY', 'ZLIB']]

AutoMLAlgorithmConfigOutputTypeDef

AutoMLAlgorithms

• Type: typing.List[typing.Literal['arima', 'catboost', 'cnn-qr', 'deepar', 'ets', 'extra-trees', 'fastai', 'lightgbm', 'linear-learner', 'mlp', 'nn-torch', 'npts', 'prophet', 'randomforest', 'xgboost']]
• Required: Yes

AutoMLAlgorithmConfigTypeDef

AutoMLAlgorithms

• Type: typing.Sequence[typing.Literal['arima', 'catboost', 'cnn-qr', 'deepar', 'ets', 'extra-trees', 'fastai', 'lightgbm', 'linear-learner', 'mlp', 'nn-torch', 'npts', 'prophet', 'randomforest', 'xgboost']]
• Required: Yes

AutoMLCandidateGenerationConfigOutputTypeDef

FeatureSpecificationS3Uri

• Type: typing.Optional[str]

AlgorithmsConfig

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLAlgorithmConfigOutputTypeDef]]

AutoMLCandidateGenerationConfigTypeDef

FeatureSpecificationS3Uri

• Type: typing.Optional[str]

AlgorithmsConfig

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLAlgorithmConfigTypeDef]]

AutoMLCandidateStepTypeDef

CandidateStepType

• Type: typing.Literal['AWS::SageMaker::ProcessingJob', 'AWS::SageMaker::TrainingJob', 'AWS::SageMaker::TransformJob']
• Required: Yes

CandidateStepArn

• Type:
• Required: Yes

CandidateStepName

• Type:
• Required: Yes

AutoMLCandidateTypeDef

CandidateName

• Type:
• Required: Yes

ObjectiveStatus

• Type: typing.Literal['Failed', 'Pending', 'Succeeded']
• Required: Yes

CandidateSteps

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLCandidateStepTypeDef]
• Required: Yes

CandidateStatus

• Type: typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

FinalAutoMLJobObjectiveMetric

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.FinalAutoMLJobObjectiveMetricTypeDef]

InferenceContainers

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLContainerDefinitionTypeDef]]

EndTime

• Type: typing.Optional[datetime.datetime]

FailureReason

• Type: typing.Optional[str]

CandidateProperties

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CandidatePropertiesTypeDef]

InferenceContainerDefinitions

• Type: typing.Optional[typing.Dict[typing.Literal['CPU', 'GPU'], typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLContainerDefinitionTypeDef]]]

AutoMLChannelTypeDef

TargetAttributeName

• Type:
• Required: Yes

DataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLDataSourceTypeDef]

CompressionType

• Type: typing.Optional[typing.Literal['Gzip', 'None']]

ContentType

• Type: typing.Optional[str]

ChannelType

• Type: typing.Optional[typing.Literal['training', 'validation']]

SampleWeightAttributeName

• Type: typing.Optional[str]

AutoMLContainerDefinitionTypeDef

Image

• Type:
• Required: Yes

ModelDataUrl

• Type:
• Required: Yes

Environment

• Type: typing.Optional[typing.Dict[str, str]]

AutoMLDataSourceTypeDef

S3DataSource

• Type:
• Required: Yes

AutoMLDataSplitConfigTypeDef

ValidationFraction

• Type: typing.Optional[float]

AutoMLJobArtifactsTypeDef

CandidateDefinitionNotebookLocation

• Type: typing.Optional[str]

DataExplorationNotebookLocation

• Type: typing.Optional[str]

AutoMLJobChannelTypeDef

ChannelType

• Type: typing.Optional[typing.Literal['training', 'validation']]

ContentType

• Type: typing.Optional[str]

CompressionType

• Type: typing.Optional[typing.Literal['Gzip', 'None']]

DataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLDataSourceTypeDef]

AutoMLJobCompletionCriteriaTypeDef

MaxCandidates

• Type: typing.Optional[int]

MaxRuntimePerTrainingJobInSeconds

• Type: typing.Optional[int]

MaxAutoMLJobRuntimeInSeconds

• Type: typing.Optional[int]

AutoMLJobConfigOutputTypeDef

CompletionCriteria

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLJobCompletionCriteriaTypeDef]

SecurityConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLSecurityConfigOutputTypeDef]

CandidateGenerationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLCandidateGenerationConfigOutputTypeDef]

DataSplitConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLDataSplitConfigTypeDef]

Mode

• Type: typing.Optional[typing.Literal['AUTO', 'ENSEMBLING', 'HYPERPARAMETER_TUNING']]

AutoMLJobConfigTypeDef

CompletionCriteria

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLJobCompletionCriteriaTypeDef]

SecurityConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLSecurityConfigTypeDef]

CandidateGenerationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLCandidateGenerationConfigTypeDef]

DataSplitConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLDataSplitConfigTypeDef]

Mode

• Type: typing.Optional[typing.Literal['AUTO', 'ENSEMBLING', 'HYPERPARAMETER_TUNING']]

AutoMLJobObjectiveTypeDef

MetricName

• Type: typing.Literal['AUC', 'Accuracy', 'AverageWeightedQuantileLoss', 'BalancedAccuracy', 'F1', 'F1macro', 'MAE', 'MAPE', 'MASE', 'MSE', 'Precision', 'PrecisionMacro', 'R2', 'RMSE', 'Recall', 'RecallMacro', 'WAPE']
• Required: Yes

AutoMLJobStepMetadataTypeDef

Arn

• Type: typing.Optional[str]

AutoMLJobSummaryTypeDef

AutoMLJobName

• Type:
• Required: Yes

AutoMLJobArn

• Type:
• Required: Yes

AutoMLJobStatus

• Type: typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']
• Required: Yes

AutoMLJobSecondaryStatus

• Type: typing.Literal['AnalyzingData', 'CandidateDefinitionsGenerated', 'Completed', 'DeployingModel', 'ExplainabilityError', 'Failed', 'FeatureEngineering', 'GeneratingExplainabilityReport', 'GeneratingModelInsightsReport', 'MaxAutoMLJobRuntimeReached', 'MaxCandidatesReached', 'ModelDeploymentError', 'ModelInsightsError', 'ModelTuning', 'PreTraining', 'Starting', 'Stopped', 'Stopping', 'TrainingModels']
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

EndTime

• Type: typing.Optional[datetime.datetime]

FailureReason

• Type: typing.Optional[str]

PartialFailureReasons

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLPartialFailureReasonTypeDef]]

AutoMLOutputDataConfigTypeDef

S3OutputPath

• Type:
• Required: Yes

KmsKeyId

• Type: typing.Optional[str]

AutoMLPartialFailureReasonTypeDef

PartialFailureMessage

• Type: typing.Optional[str]

AutoMLProblemTypeConfigOutputTypeDef

ImageClassificationJobConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ImageClassificationJobConfigTypeDef]

TextClassificationJobConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TextClassificationJobConfigTypeDef]

TimeSeriesForecastingJobConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TimeSeriesForecastingJobConfigOutputTypeDef]

TabularJobConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TabularJobConfigOutputTypeDef]

TextGenerationJobConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TextGenerationJobConfigOutputTypeDef]

AutoMLProblemTypeConfigTypeDef

ImageClassificationJobConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ImageClassificationJobConfigTypeDef]

TextClassificationJobConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TextClassificationJobConfigTypeDef]

TimeSeriesForecastingJobConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TimeSeriesForecastingJobConfigTypeDef]

TabularJobConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TabularJobConfigTypeDef]

TextGenerationJobConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TextGenerationJobConfigTypeDef]

AutoMLProblemTypeResolvedAttributesTypeDef

TabularResolvedAttributes

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TabularResolvedAttributesTypeDef]

TextGenerationResolvedAttributes

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TextGenerationResolvedAttributesTypeDef]

AutoMLResolvedAttributesTypeDef

AutoMLJobObjective

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLJobObjectiveTypeDef]

CompletionCriteria

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLJobCompletionCriteriaTypeDef]

AutoMLProblemTypeResolvedAttributes

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLProblemTypeResolvedAttributesTypeDef]

AutoMLS3DataSourceTypeDef

S3DataType

• Type: typing.Literal['AugmentedManifestFile', 'ManifestFile', 'S3Prefix']
• Required: Yes

S3Uri

• Type:
• Required: Yes

AutoMLSecurityConfigOutputTypeDef

VolumeKmsKeyId

• Type: typing.Optional[str]

EnableInterContainerTrafficEncryption

• Type: typing.Optional[bool]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.VpcConfigOutputTypeDef]

AutoMLSecurityConfigTypeDef

VolumeKmsKeyId

• Type: typing.Optional[str]

EnableInterContainerTrafficEncryption

• Type: typing.Optional[bool]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.VpcConfigTypeDef]

AutoParameterTypeDef

Name

• Type:
• Required: Yes

ValueHint

• Type:
• Required: Yes

AutoRollbackConfigOutputTypeDef

Alarms

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AlarmTypeDef]]

AutoRollbackConfigTypeDef

Alarms

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.AlarmTypeDef]]

AutotuneTypeDef

Mode

• Type: typing.Literal['Enabled']
• Required: Yes

BaseValidatorModel

Oops! This Pydantic model is currently empty. Stay tuned!

BatchDataCaptureConfigTypeDef

DestinationS3Uri

• Type:
• Required: Yes

KmsKeyId

• Type: typing.Optional[str]

GenerateInferenceId

• Type: typing.Optional[bool]

BatchDescribeModelPackageErrorTypeDef

ErrorCode

• Type:
• Required: Yes

ErrorResponse

• Type:
• Required: Yes

BatchDescribeModelPackageInputRequestTypeDef

ModelPackageArnList

• Type: typing.Sequence[str]
• Required: Yes

BatchDescribeModelPackageOutputTypeDef

ModelPackageSummaries

• Type: typing.Dict[str, aws_resource_validator.pydantic_models.sagemaker_classes.BatchDescribeModelPackageSummaryTypeDef]
• Required: Yes

BatchDescribeModelPackageErrorMap

• Type: typing.Dict[str, aws_resource_validator.pydantic_models.sagemaker_classes.BatchDescribeModelPackageErrorTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

BatchDescribeModelPackageSummaryTypeDef

ModelPackageGroupName

• Type:
• Required: Yes

ModelPackageArn

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

InferenceSpecification

• Type:
• Required: Yes

ModelPackageStatus

• Type: typing.Literal['Completed', 'Deleting', 'Failed', 'InProgress', 'Pending']
• Required: Yes

ModelPackageVersion

• Type: typing.Optional[int]

ModelPackageDescription

• Type: typing.Optional[str]

ModelApprovalStatus

• Type: typing.Optional[typing.Literal['Approved', 'PendingManualApproval', 'Rejected']]

BatchTransformInputExtraOutputTypeDef

DataCapturedDestinationS3Uri

• Type:
• Required: Yes

DatasetFormat

• Type:
• Required: Yes

LocalPath

• Type:
• Required: Yes

S3InputMode

• Type: typing.Optional[typing.Literal['File', 'Pipe']]

S3DataDistributionType

• Type: typing.Optional[typing.Literal['FullyReplicated', 'ShardedByS3Key']]

FeaturesAttribute

• Type: typing.Optional[str]

InferenceAttribute

• Type: typing.Optional[str]

ProbabilityAttribute

• Type: typing.Optional[str]

ProbabilityThresholdAttribute

• Type: typing.Optional[float]

StartTimeOffset

• Type: typing.Optional[str]

EndTimeOffset

• Type: typing.Optional[str]

ExcludeFeaturesAttribute

• Type: typing.Optional[str]

BatchTransformInputOutputTypeDef

DataCapturedDestinationS3Uri

• Type:
• Required: Yes

DatasetFormat

• Type:
• Required: Yes

LocalPath

• Type:
• Required: Yes

S3InputMode

• Type: typing.Optional[typing.Literal['File', 'Pipe']]

S3DataDistributionType

• Type: typing.Optional[typing.Literal['FullyReplicated', 'ShardedByS3Key']]

FeaturesAttribute

• Type: typing.Optional[str]

InferenceAttribute

• Type: typing.Optional[str]

ProbabilityAttribute

• Type: typing.Optional[str]

ProbabilityThresholdAttribute

• Type: typing.Optional[float]

StartTimeOffset

• Type: typing.Optional[str]

EndTimeOffset

• Type: typing.Optional[str]

ExcludeFeaturesAttribute

• Type: typing.Optional[str]

BatchTransformInputTypeDef

DataCapturedDestinationS3Uri

• Type:
• Required: Yes

DatasetFormat

• Type:
• Required: Yes

LocalPath

• Type:
• Required: Yes

S3InputMode

• Type: typing.Optional[typing.Literal['File', 'Pipe']]

S3DataDistributionType

• Type: typing.Optional[typing.Literal['FullyReplicated', 'ShardedByS3Key']]

FeaturesAttribute

• Type: typing.Optional[str]

InferenceAttribute

• Type: typing.Optional[str]

ProbabilityAttribute

• Type: typing.Optional[str]

ProbabilityThresholdAttribute

• Type: typing.Optional[float]

StartTimeOffset

• Type: typing.Optional[str]

EndTimeOffset

• Type: typing.Optional[str]

ExcludeFeaturesAttribute

• Type: typing.Optional[str]

BestObjectiveNotImprovingTypeDef

MaxNumberOfTrainingJobsNotImproving

• Type: typing.Optional[int]

BiasTypeDef

Report

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MetricsSourceTypeDef]

PreTrainingReport

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MetricsSourceTypeDef]

PostTrainingReport

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MetricsSourceTypeDef]

BlueGreenUpdatePolicyTypeDef

TrafficRoutingConfiguration

• Type:
• Required: Yes

TerminationWaitInSeconds

• Type: typing.Optional[int]

MaximumExecutionTimeoutInSeconds

• Type: typing.Optional[int]

CacheHitResultTypeDef

SourcePipelineExecutionArn

• Type: typing.Optional[str]

CallbackStepMetadataTypeDef

CallbackToken

• Type: typing.Optional[str]

SqsQueueUrl

• Type: typing.Optional[str]

OutputParameters

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.OutputParameterTypeDef]]

CandidateArtifactLocationsTypeDef

Explainability

• Type:
• Required: Yes

ModelInsights

• Type: typing.Optional[str]

BacktestResults

• Type: typing.Optional[str]

CandidateGenerationConfigOutputTypeDef

AlgorithmsConfig

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLAlgorithmConfigOutputTypeDef]]

CandidateGenerationConfigTypeDef

AlgorithmsConfig

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLAlgorithmConfigTypeDef]]

CandidatePropertiesTypeDef

CandidateArtifactLocations

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CandidateArtifactLocationsTypeDef]

CandidateMetrics

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.MetricDatumTypeDef]]

CanvasAppSettingsOutputTypeDef

TimeSeriesForecastingSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TimeSeriesForecastingSettingsTypeDef]

ModelRegisterSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelRegisterSettingsTypeDef]

WorkspaceSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.WorkspaceSettingsTypeDef]

IdentityProviderOAuthSettings

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.IdentityProviderOAuthSettingTypeDef]]

DirectDeploySettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DirectDeploySettingsTypeDef]

KendraSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.KendraSettingsTypeDef]

GenerativeAiSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.GenerativeAiSettingsTypeDef]

CanvasAppSettingsTypeDef

TimeSeriesForecastingSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TimeSeriesForecastingSettingsTypeDef]

ModelRegisterSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelRegisterSettingsTypeDef]

WorkspaceSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.WorkspaceSettingsTypeDef]

IdentityProviderOAuthSettings

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.IdentityProviderOAuthSettingTypeDef]]

DirectDeploySettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DirectDeploySettingsTypeDef]

KendraSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.KendraSettingsTypeDef]

GenerativeAiSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.GenerativeAiSettingsTypeDef]

CapacitySizeTypeDef

Type

• Type: typing.Literal['CAPACITY_PERCENT', 'INSTANCE_COUNT']
• Required: Yes

Value

• Type:
• Required: Yes

CaptureContentTypeHeaderOutputTypeDef

CsvContentTypes

• Type: typing.Optional[typing.List[str]]

JsonContentTypes

• Type: typing.Optional[typing.List[str]]

CaptureContentTypeHeaderTypeDef

CsvContentTypes

• Type: typing.Optional[typing.Sequence[str]]

JsonContentTypes

• Type: typing.Optional[typing.Sequence[str]]

CaptureOptionTypeDef

CaptureMode

• Type: typing.Literal['Input', 'InputAndOutput', 'Output']
• Required: Yes

CategoricalParameterOutputTypeDef

Name

• Type:
• Required: Yes

Value

• Type: typing.List[str]
• Required: Yes

CategoricalParameterRangeExtraOutputTypeDef

Name

• Type:
• Required: Yes

Values

• Type: typing.List[str]
• Required: Yes

CategoricalParameterRangeOutputTypeDef

Name

• Type:
• Required: Yes

Values

• Type: typing.List[str]
• Required: Yes

CategoricalParameterRangeSpecificationOutputTypeDef

Values

• Type: typing.List[str]
• Required: Yes

CategoricalParameterRangeSpecificationTypeDef

Values

• Type: typing.Sequence[str]
• Required: Yes

CategoricalParameterRangeTypeDef

Name

• Type:
• Required: Yes

Values

• Type: typing.Sequence[str]
• Required: Yes

CategoricalParameterTypeDef

Name

• Type:
• Required: Yes

Value

• Type: typing.Sequence[str]
• Required: Yes

ChannelExtraOutputTypeDef

ChannelName

• Type:
• Required: Yes

DataSource

• Type:
• Required: Yes

ContentType

• Type: typing.Optional[str]

CompressionType

• Type: typing.Optional[typing.Literal['Gzip', 'None']]

RecordWrapperType

• Type:

InputMode

• Type: typing.Optional[typing.Literal['FastFile', 'File', 'Pipe']]

ShuffleConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ShuffleConfigTypeDef]

ChannelOutputTypeDef

ChannelName

• Type:
• Required: Yes

DataSource

• Type:
• Required: Yes

ContentType

• Type: typing.Optional[str]

CompressionType

• Type: typing.Optional[typing.Literal['Gzip', 'None']]

RecordWrapperType

• Type:

InputMode

• Type: typing.Optional[typing.Literal['FastFile', 'File', 'Pipe']]

ShuffleConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ShuffleConfigTypeDef]

ChannelSpecificationOutputTypeDef

Name

• Type:
• Required: Yes

SupportedContentTypes

• Type: typing.List[str]
• Required: Yes

SupportedInputModes

• Type: typing.List[typing.Literal['FastFile', 'File', 'Pipe']]
• Required: Yes

Description

• Type: typing.Optional[str]

IsRequired

• Type: typing.Optional[bool]

SupportedCompressionTypes

• Type: typing.Optional[typing.List[typing.Literal['Gzip', 'None']]]

ChannelSpecificationTypeDef

Name

• Type:
• Required: Yes

SupportedContentTypes

• Type: typing.Sequence[str]
• Required: Yes

SupportedInputModes

• Type: typing.Sequence[typing.Literal['FastFile', 'File', 'Pipe']]
• Required: Yes

Description

• Type: typing.Optional[str]

IsRequired

• Type: typing.Optional[bool]

SupportedCompressionTypes

• Type: typing.Optional[typing.Sequence[typing.Literal['Gzip', 'None']]]

ChannelTypeDef

ChannelName

• Type:
• Required: Yes

DataSource

• Type:
• Required: Yes

ContentType

• Type: typing.Optional[str]

CompressionType

• Type: typing.Optional[typing.Literal['Gzip', 'None']]

RecordWrapperType

• Type:

InputMode

• Type: typing.Optional[typing.Literal['FastFile', 'File', 'Pipe']]

ShuffleConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ShuffleConfigTypeDef]

CheckpointConfigTypeDef

S3Uri

• Type:
• Required: Yes

LocalPath

• Type: typing.Optional[str]

ClarifyCheckStepMetadataTypeDef

CheckType

• Type: typing.Optional[str]

BaselineUsedForDriftCheckConstraints

• Type: typing.Optional[str]

CalculatedBaselineConstraints

• Type: typing.Optional[str]

ModelPackageGroupName

• Type: typing.Optional[str]

ViolationReport

• Type: typing.Optional[str]

CheckJobArn

• Type: typing.Optional[str]

SkipCheck

• Type: typing.Optional[bool]

RegisterNewBaseline

• Type: typing.Optional[bool]

ClarifyExplainerConfigOutputTypeDef

ShapConfig

• Type:
• Required: Yes

EnableExplanations

• Type: typing.Optional[str]

InferenceConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ClarifyInferenceConfigOutputTypeDef]

ClarifyExplainerConfigTypeDef

ShapConfig

• Type:
• Required: Yes

EnableExplanations

• Type: typing.Optional[str]

InferenceConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ClarifyInferenceConfigTypeDef]

ClarifyInferenceConfigOutputTypeDef

FeaturesAttribute

• Type: typing.Optional[str]

ContentTemplate

• Type: typing.Optional[str]

MaxRecordCount

• Type: typing.Optional[int]

MaxPayloadInMB

• Type: typing.Optional[int]

ProbabilityIndex

• Type: typing.Optional[int]

LabelIndex

• Type: typing.Optional[int]

ProbabilityAttribute

• Type: typing.Optional[str]

LabelAttribute

• Type: typing.Optional[str]

LabelHeaders

• Type: typing.Optional[typing.List[str]]

FeatureHeaders

• Type: typing.Optional[typing.List[str]]

FeatureTypes

• Type: typing.Optional[typing.List[typing.Literal['categorical', 'numerical', 'text']]]

ClarifyInferenceConfigTypeDef

FeaturesAttribute

• Type: typing.Optional[str]

ContentTemplate

• Type: typing.Optional[str]

MaxRecordCount

• Type: typing.Optional[int]

MaxPayloadInMB

• Type: typing.Optional[int]

ProbabilityIndex

• Type: typing.Optional[int]

LabelIndex

• Type: typing.Optional[int]

ProbabilityAttribute

• Type: typing.Optional[str]

LabelAttribute

• Type: typing.Optional[str]

LabelHeaders

• Type: typing.Optional[typing.Sequence[str]]

FeatureHeaders

• Type: typing.Optional[typing.Sequence[str]]

FeatureTypes

• Type: typing.Optional[typing.Sequence[typing.Literal['categorical', 'numerical', 'text']]]

ClarifyShapBaselineConfigTypeDef

MimeType

• Type: typing.Optional[str]

ShapBaseline

• Type: typing.Optional[str]

ShapBaselineUri

• Type: typing.Optional[str]

ClarifyShapConfigTypeDef

ShapBaselineConfig

• Type:
• Required: Yes

NumberOfSamples

• Type: typing.Optional[int]

UseLogit

• Type: typing.Optional[bool]

Seed

• Type: typing.Optional[int]

TextConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ClarifyTextConfigTypeDef]

ClarifyTextConfigTypeDef

Language

• Type: typing.Literal['af', 'ar', 'bg', 'bn', 'ca', 'cs', 'da', 'de', 'el', 'en', 'es', 'et', 'eu', 'fa', 'fi', 'fr', 'ga', 'gu', 'he', 'hi', 'hr', 'hu', 'hy', 'id', 'is', 'it', 'kn', 'ky', 'lb', 'lij', 'lt', 'lv', 'mk', 'ml', 'mr', 'nb', 'ne', 'nl', 'pl', 'pt', 'ro', 'ru', 'sa', 'si', 'sk', 'sl', 'sq', 'sr', 'sv', 'ta', 'te', 'tl', 'tn', 'tr', 'tt', 'uk', 'ur', 'xx', 'yo', 'zh']
• Required: Yes

Granularity

• Type: typing.Literal['paragraph', 'sentence', 'token']
• Required: Yes

ClusterEbsVolumeConfigTypeDef

VolumeSizeInGB

• Type:
• Required: Yes

ClusterInstanceGroupDetailsTypeDef

CurrentCount

• Type: typing.Optional[int]

TargetCount

• Type: typing.Optional[int]

InstanceGroupName

• Type: typing.Optional[str]

InstanceType

• Type: typing.Optional[typing.Literal['ml.c5.12xlarge', 'ml.c5.18xlarge', 'ml.c5.24xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.large', 'ml.c5.xlarge', 'ml.c5n.18xlarge', 'ml.c5n.2xlarge', 'ml.c5n.4xlarge', 'ml.c5n.9xlarge', 'ml.c5n.large', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.m5.12xlarge', 'ml.m5.16xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.8xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']]

LifeCycleConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ClusterLifeCycleConfigTypeDef]

ExecutionRole

• Type: typing.Optional[str]

ThreadsPerCore

• Type: typing.Optional[int]

InstanceStorageConfigs

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ClusterInstanceStorageConfigTypeDef]]

ClusterInstanceGroupSpecificationTypeDef

InstanceCount

• Type:
• Required: Yes

InstanceGroupName

• Type:
• Required: Yes

InstanceType

• Type: typing.Literal['ml.c5.12xlarge', 'ml.c5.18xlarge', 'ml.c5.24xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.large', 'ml.c5.xlarge', 'ml.c5n.18xlarge', 'ml.c5n.2xlarge', 'ml.c5n.4xlarge', 'ml.c5n.9xlarge', 'ml.c5n.large', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.m5.12xlarge', 'ml.m5.16xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.8xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']
• Required: Yes

LifeCycleConfig

• Type:
• Required: Yes

ExecutionRole

• Type:
• Required: Yes

ThreadsPerCore

• Type: typing.Optional[int]

InstanceStorageConfigs

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ClusterInstanceStorageConfigTypeDef]]

ClusterInstancePlacementTypeDef

AvailabilityZone

• Type: typing.Optional[str]

AvailabilityZoneId

• Type: typing.Optional[str]

ClusterInstanceStatusDetailsTypeDef

Status

• Type: typing.Literal['Failure', 'Pending', 'Running', 'ShuttingDown', 'SystemUpdating']
• Required: Yes

Message

• Type: typing.Optional[str]

ClusterInstanceStorageConfigTypeDef

EbsVolumeConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ClusterEbsVolumeConfigTypeDef]

ClusterLifeCycleConfigTypeDef

SourceS3Uri

• Type:
• Required: Yes

OnCreate

• Type:
• Required: Yes

ClusterNodeDetailsTypeDef

InstanceGroupName

• Type: typing.Optional[str]

InstanceId

• Type: typing.Optional[str]

InstanceStatus

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ClusterInstanceStatusDetailsTypeDef]

InstanceType

• Type: typing.Optional[typing.Literal['ml.c5.12xlarge', 'ml.c5.18xlarge', 'ml.c5.24xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.large', 'ml.c5.xlarge', 'ml.c5n.18xlarge', 'ml.c5n.2xlarge', 'ml.c5n.4xlarge', 'ml.c5n.9xlarge', 'ml.c5n.large', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.m5.12xlarge', 'ml.m5.16xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.8xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']]

LaunchTime

• Type: typing.Optional[datetime.datetime]

LifeCycleConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ClusterLifeCycleConfigTypeDef]

ThreadsPerCore

• Type: typing.Optional[int]

InstanceStorageConfigs

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ClusterInstanceStorageConfigTypeDef]]

PrivatePrimaryIp

• Type: typing.Optional[str]

PrivateDnsHostname

• Type: typing.Optional[str]

Placement

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ClusterInstancePlacementTypeDef]

ClusterNodeSummaryTypeDef

InstanceGroupName

• Type:
• Required: Yes

InstanceId

• Type:
• Required: Yes

InstanceType

• Type: typing.Literal['ml.c5.12xlarge', 'ml.c5.18xlarge', 'ml.c5.24xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.large', 'ml.c5.xlarge', 'ml.c5n.18xlarge', 'ml.c5n.2xlarge', 'ml.c5n.4xlarge', 'ml.c5n.9xlarge', 'ml.c5n.large', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.m5.12xlarge', 'ml.m5.16xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.8xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']
• Required: Yes

LaunchTime

• Type:
• Required: Yes

InstanceStatus

• Type:
• Required: Yes

ClusterSummaryTypeDef

ClusterArn

• Type:
• Required: Yes

ClusterName

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

ClusterStatus

• Type: typing.Literal['Creating', 'Deleting', 'Failed', 'InService', 'RollingBack', 'SystemUpdating', 'Updating']
• Required: Yes

CodeEditorAppImageConfigExtraOutputTypeDef

FileSystemConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.FileSystemConfigTypeDef]

ContainerConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ContainerConfigExtraOutputTypeDef]

CodeEditorAppImageConfigOutputTypeDef

FileSystemConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.FileSystemConfigTypeDef]

ContainerConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ContainerConfigOutputTypeDef]

CodeEditorAppImageConfigTypeDef

FileSystemConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.FileSystemConfigTypeDef]

ContainerConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ContainerConfigTypeDef]

CodeEditorAppSettingsOutputTypeDef

DefaultResourceSpec

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceSpecTypeDef]

CustomImages

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.CustomImageTypeDef]]

LifecycleConfigArns

• Type: typing.Optional[typing.List[str]]

CodeEditorAppSettingsTypeDef

DefaultResourceSpec

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceSpecTypeDef]

CustomImages

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.CustomImageTypeDef]]

LifecycleConfigArns

• Type: typing.Optional[typing.Sequence[str]]

CodeRepositorySummaryTypeDef

CodeRepositoryName

• Type:
• Required: Yes

CodeRepositoryArn

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

GitConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.GitConfigTypeDef]

CodeRepositoryTypeDef

RepositoryUrl

• Type:
• Required: Yes

CognitoConfigTypeDef

UserPool

• Type:
• Required: Yes

ClientId

• Type:
• Required: Yes

CognitoMemberDefinitionTypeDef

UserPool

• Type:
• Required: Yes

UserGroup

• Type:
• Required: Yes

ClientId

• Type:
• Required: Yes

CollectionConfigTypeDef

VectorConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.VectorConfigTypeDef]

CollectionConfigurationExtraOutputTypeDef

CollectionName

• Type: typing.Optional[str]

CollectionParameters

• Type: typing.Optional[typing.Dict[str, str]]

CollectionConfigurationOutputTypeDef

CollectionName

• Type: typing.Optional[str]

CollectionParameters

• Type: typing.Optional[typing.Dict[str, str]]

CollectionConfigurationTypeDef

CollectionName

• Type: typing.Optional[str]

CollectionParameters

• Type: typing.Optional[typing.Mapping[str, str]]

CompilationJobSummaryTypeDef

CompilationJobName

• Type:
• Required: Yes

CompilationJobArn

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

CompilationJobStatus

• Type: typing.Literal['COMPLETED', 'FAILED', 'INPROGRESS', 'STARTING', 'STOPPED', 'STOPPING']
• Required: Yes

CompilationStartTime

• Type: typing.Optional[datetime.datetime]

CompilationEndTime

• Type: typing.Optional[datetime.datetime]

CompilationTargetDevice

• Type: typing.Optional[typing.Literal['aisage', 'amba_cv2', 'amba_cv22', 'amba_cv25', 'coreml', 'deeplens', 'imx8mplus', 'imx8qm', 'jacinto_tda4vm', 'jetson_nano', 'jetson_tx1', 'jetson_tx2', 'jetson_xavier', 'lambda', 'ml_c4', 'ml_c5', 'ml_c6g', 'ml_eia2', 'ml_g4dn', 'ml_inf1', 'ml_inf2', 'ml_m4', 'ml_m5', 'ml_m6g', 'ml_p2', 'ml_p3', 'ml_trn1', 'qcs603', 'qcs605', 'rasp3b', 'rasp4b', 'rk3288', 'rk3399', 'sbe_c', 'sitara_am57x', 'x86_win32', 'x86_win64']]

CompilationTargetPlatformOs

• Type: typing.Optional[typing.Literal['ANDROID', 'LINUX']]

CompilationTargetPlatformArch

• Type: typing.Optional[typing.Literal['ARM64', 'ARM_EABI', 'ARM_EABIHF', 'X86', 'X86_64']]

CompilationTargetPlatformAccelerator

• Type: typing.Optional[typing.Literal['INTEL_GRAPHICS', 'MALI', 'NNA', 'NVIDIA']]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

ConditionStepMetadataTypeDef

Outcome

• Type: typing.Optional[typing.Literal['False', 'True']]

ContainerConfigExtraOutputTypeDef

ContainerArguments

• Type: typing.Optional[typing.List[str]]

ContainerEntrypoint

• Type: typing.Optional[typing.List[str]]

ContainerEnvironmentVariables

• Type: typing.Optional[typing.Dict[str, str]]

ContainerConfigOutputTypeDef

ContainerArguments

• Type: typing.Optional[typing.List[str]]

ContainerEntrypoint

• Type: typing.Optional[typing.List[str]]

ContainerEnvironmentVariables

• Type: typing.Optional[typing.Dict[str, str]]

ContainerConfigTypeDef

ContainerArguments

• Type: typing.Optional[typing.Sequence[str]]

ContainerEntrypoint

• Type: typing.Optional[typing.Sequence[str]]

ContainerEnvironmentVariables

• Type: typing.Optional[typing.Mapping[str, str]]

ContainerDefinitionExtraOutputTypeDef

ContainerHostname

• Type: typing.Optional[str]

Image

• Type: typing.Optional[str]

ImageConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ImageConfigTypeDef]

Mode

• Type: typing.Optional[typing.Literal['MultiModel', 'SingleModel']]

ModelDataUrl

• Type: typing.Optional[str]

ModelDataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelDataSourceTypeDef]

AdditionalModelDataSources

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AdditionalModelDataSourceTypeDef]]

Environment

• Type: typing.Optional[typing.Dict[str, str]]

ModelPackageName

• Type: typing.Optional[str]

InferenceSpecificationName

• Type: typing.Optional[str]

MultiModelConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MultiModelConfigTypeDef]

ContainerDefinitionOutputTypeDef

ContainerHostname

• Type: typing.Optional[str]

Image

• Type: typing.Optional[str]

ImageConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ImageConfigTypeDef]

Mode

• Type: typing.Optional[typing.Literal['MultiModel', 'SingleModel']]

ModelDataUrl

• Type: typing.Optional[str]

ModelDataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelDataSourceTypeDef]

AdditionalModelDataSources

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AdditionalModelDataSourceTypeDef]]

Environment

• Type: typing.Optional[typing.Dict[str, str]]

ModelPackageName

• Type: typing.Optional[str]

InferenceSpecificationName

• Type: typing.Optional[str]

MultiModelConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MultiModelConfigTypeDef]

ContainerDefinitionTypeDef

ContainerHostname

• Type: typing.Optional[str]

Image

• Type: typing.Optional[str]

ImageConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ImageConfigTypeDef]

Mode

• Type: typing.Optional[typing.Literal['MultiModel', 'SingleModel']]

ModelDataUrl

• Type: typing.Optional[str]

ModelDataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelDataSourceTypeDef]

AdditionalModelDataSources

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.AdditionalModelDataSourceTypeDef]]

Environment

• Type: typing.Optional[typing.Mapping[str, str]]

ModelPackageName

• Type: typing.Optional[str]

InferenceSpecificationName

• Type: typing.Optional[str]

MultiModelConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MultiModelConfigTypeDef]

ContextSourceTypeDef

SourceUri

• Type:
• Required: Yes

SourceType

• Type: typing.Optional[str]

SourceId

• Type: typing.Optional[str]

ContextSummaryTypeDef

ContextArn

• Type: typing.Optional[str]

ContextName

• Type: typing.Optional[str]

Source

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ContextSourceTypeDef]

ContextType

• Type: typing.Optional[str]

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

ContinuousParameterRangeSpecificationTypeDef

MinValue

• Type:
• Required: Yes

MaxValue

• Type:
• Required: Yes

ContinuousParameterRangeTypeDef

Name

• Type:
• Required: Yes

MinValue

• Type:
• Required: Yes

MaxValue

• Type:
• Required: Yes

ScalingType

• Type: typing.Optional[typing.Literal['Auto', 'Linear', 'Logarithmic', 'ReverseLogarithmic']]

ConvergenceDetectedTypeDef

CompleteOnConvergence

• Type: typing.Optional[typing.Literal['Disabled', 'Enabled']]

CreateActionRequestRequestTypeDef

ActionName

• Type:
• Required: Yes

Source

• Type:
• Required: Yes

ActionType

• Type:
• Required: Yes

Description

• Type: typing.Optional[str]

Status

• Type: typing.Optional[typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping', 'Unknown']]

Properties

• Type: typing.Optional[typing.Mapping[str, str]]

MetadataProperties

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MetadataPropertiesTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateActionResponseTypeDef

ActionArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateAlgorithmInputRequestTypeDef

AlgorithmName

• Type:
• Required: Yes

TrainingSpecification

• Type:
• Required: Yes

AlgorithmDescription

• Type: typing.Optional[str]

InferenceSpecification

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceSpecificationTypeDef]

ValidationSpecification

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AlgorithmValidationSpecificationTypeDef]

CertifyForMarketplace

• Type: typing.Optional[bool]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateAlgorithmOutputTypeDef

AlgorithmArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateAppImageConfigRequestRequestTypeDef

AppImageConfigName

• Type:
• Required: Yes

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

KernelGatewayImageConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.KernelGatewayImageConfigTypeDef]

JupyterLabAppImageConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.JupyterLabAppImageConfigTypeDef]

CodeEditorAppImageConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CodeEditorAppImageConfigTypeDef]

CreateAppImageConfigResponseTypeDef

AppImageConfigArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateAppRequestRequestTypeDef

DomainId

• Type:
• Required: Yes

AppType

• Type: typing.Literal['Canvas', 'CodeEditor', 'DetailedProfiler', 'JupyterLab', 'JupyterServer', 'KernelGateway', 'RSessionGateway', 'RStudioServerPro', 'TensorBoard']
• Required: Yes

AppName

• Type:
• Required: Yes

UserProfileName

• Type: typing.Optional[str]

SpaceName

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

ResourceSpec

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceSpecTypeDef]

CreateAppResponseTypeDef

AppArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateArtifactRequestRequestTypeDef

Source

• Type:
• Required: Yes

ArtifactType

• Type:
• Required: Yes

ArtifactName

• Type: typing.Optional[str]

Properties

• Type: typing.Optional[typing.Mapping[str, str]]

MetadataProperties

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MetadataPropertiesTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateArtifactResponseTypeDef

ArtifactArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateAutoMLJobRequestRequestTypeDef

AutoMLJobName

• Type:
• Required: Yes

InputDataConfig

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLChannelTypeDef]
• Required: Yes

OutputDataConfig

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

ProblemType

• Type: typing.Optional[typing.Literal['BinaryClassification', 'MulticlassClassification', 'Regression']]

AutoMLJobObjective

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLJobObjectiveTypeDef]

AutoMLJobConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLJobConfigTypeDef]

GenerateCandidateDefinitionsOnly

• Type: typing.Optional[bool]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

ModelDeployConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelDeployConfigTypeDef]

CreateAutoMLJobResponseTypeDef

AutoMLJobArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateAutoMLJobV2RequestRequestTypeDef

AutoMLJobName

• Type:
• Required: Yes

AutoMLJobInputDataConfig

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLJobChannelTypeDef]
• Required: Yes

OutputDataConfig

• Type:
• Required: Yes

AutoMLProblemTypeConfig

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

SecurityConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLSecurityConfigTypeDef]

AutoMLJobObjective

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLJobObjectiveTypeDef]

ModelDeployConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelDeployConfigTypeDef]

DataSplitConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLDataSplitConfigTypeDef]

CreateAutoMLJobV2ResponseTypeDef

AutoMLJobArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateClusterRequestRequestTypeDef

ClusterName

• Type:
• Required: Yes

InstanceGroups

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ClusterInstanceGroupSpecificationTypeDef]
• Required: Yes

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.VpcConfigTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateClusterResponseTypeDef

ClusterArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateCodeRepositoryInputRequestTypeDef

CodeRepositoryName

• Type:
• Required: Yes

GitConfig

• Type:
• Required: Yes

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateCodeRepositoryOutputTypeDef

CodeRepositoryArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateCompilationJobRequestRequestTypeDef

CompilationJobName

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

OutputConfig

• Type:
• Required: Yes

StoppingCondition

• Type:
• Required: Yes

ModelPackageVersionArn

• Type: typing.Optional[str]

InputConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.InputConfigTypeDef]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.NeoVpcConfigTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateCompilationJobResponseTypeDef

CompilationJobArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateContextRequestRequestTypeDef

ContextName

• Type:
• Required: Yes

Source

• Type:
• Required: Yes

ContextType

• Type:
• Required: Yes

Description

• Type: typing.Optional[str]

Properties

• Type: typing.Optional[typing.Mapping[str, str]]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateContextResponseTypeDef

ContextArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateDataQualityJobDefinitionRequestRequestTypeDef

JobDefinitionName

• Type:
• Required: Yes

DataQualityAppSpecification

• Type:
• Required: Yes

DataQualityJobInput

• Type:
• Required: Yes

DataQualityJobOutputConfig

• Type:
• Required: Yes

JobResources

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

DataQualityBaselineConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DataQualityBaselineConfigTypeDef]

NetworkConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringNetworkConfigTypeDef]

StoppingCondition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringStoppingConditionTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateDataQualityJobDefinitionResponseTypeDef

JobDefinitionArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateDeviceFleetRequestRequestTypeDef

DeviceFleetName

• Type:
• Required: Yes

OutputConfig

• Type:
• Required: Yes

RoleArn

• Type: typing.Optional[str]

Description

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

EnableIotRoleAlias

• Type: typing.Optional[bool]

CreateDomainRequestRequestTypeDef

DomainName

• Type:
• Required: Yes

AuthMode

• Type: typing.Literal['IAM', 'SSO']
• Required: Yes

DefaultUserSettings

• Type:
• Required: Yes

SubnetIds

• Type: typing.Sequence[str]
• Required: Yes

VpcId

• Type:
• Required: Yes

DomainSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DomainSettingsTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

AppNetworkAccessType

• Type: typing.Optional[typing.Literal['PublicInternetOnly', 'VpcOnly']]

HomeEfsFileSystemKmsKeyId

• Type: typing.Optional[str]

KmsKeyId

• Type: typing.Optional[str]

AppSecurityGroupManagement

• Type: typing.Optional[typing.Literal['Customer', 'Service']]

DefaultSpaceSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DefaultSpaceSettingsTypeDef]

CreateDomainResponseTypeDef

DomainArn

• Type:
• Required: Yes

Url

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateEdgeDeploymentPlanRequestRequestTypeDef

EdgeDeploymentPlanName

• Type:
• Required: Yes

ModelConfigs

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.EdgeDeploymentModelConfigTypeDef]
• Required: Yes

DeviceFleetName

• Type:
• Required: Yes

Stages

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.DeploymentStageTypeDef]]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateEdgeDeploymentPlanResponseTypeDef

EdgeDeploymentPlanArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateEdgeDeploymentStageRequestRequestTypeDef

EdgeDeploymentPlanName

• Type:
• Required: Yes

Stages

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.DeploymentStageTypeDef]
• Required: Yes

CreateEdgePackagingJobRequestRequestTypeDef

EdgePackagingJobName

• Type:
• Required: Yes

CompilationJobName

• Type:
• Required: Yes

ModelName

• Type:
• Required: Yes

ModelVersion

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

OutputConfig

• Type:
• Required: Yes

ResourceKey

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateEndpointConfigInputRequestTypeDef

EndpointConfigName

• Type:
• Required: Yes

ProductionVariants

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantTypeDef]
• Required: Yes

DataCaptureConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DataCaptureConfigTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

KmsKeyId

• Type: typing.Optional[str]

AsyncInferenceConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AsyncInferenceConfigTypeDef]

ExplainerConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ExplainerConfigTypeDef]

ShadowProductionVariants

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantTypeDef]]

ExecutionRoleArn

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.VpcConfigTypeDef]

EnableNetworkIsolation

• Type: typing.Optional[bool]

CreateEndpointConfigOutputTypeDef

EndpointConfigArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateEndpointInputRequestTypeDef

EndpointName

• Type:
• Required: Yes

EndpointConfigName

• Type:
• Required: Yes

DeploymentConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DeploymentConfigTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateEndpointOutputTypeDef

EndpointArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateExperimentRequestRequestTypeDef

ExperimentName

• Type:
• Required: Yes

DisplayName

• Type: typing.Optional[str]

Description

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateExperimentResponseTypeDef

ExperimentArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateFeatureGroupRequestRequestTypeDef

FeatureGroupName

• Type:
• Required: Yes

RecordIdentifierFeatureName

• Type:
• Required: Yes

EventTimeFeatureName

• Type:
• Required: Yes

FeatureDefinitions

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.FeatureDefinitionTypeDef]
• Required: Yes

OnlineStoreConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.OnlineStoreConfigTypeDef]

OfflineStoreConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.OfflineStoreConfigTypeDef]

ThroughputConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ThroughputConfigTypeDef]

RoleArn

• Type: typing.Optional[str]

Description

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateFeatureGroupResponseTypeDef

FeatureGroupArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateFlowDefinitionRequestRequestTypeDef

FlowDefinitionName

• Type:
• Required: Yes

OutputConfig

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

HumanLoopRequestSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HumanLoopRequestSourceTypeDef]

HumanLoopActivationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HumanLoopActivationConfigTypeDef]

HumanLoopConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HumanLoopConfigTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateFlowDefinitionResponseTypeDef

FlowDefinitionArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateHubContentReferenceRequestRequestTypeDef

HubName

• Type:
• Required: Yes

SageMakerPublicHubContentArn

• Type:
• Required: Yes

HubContentName

• Type: typing.Optional[str]

MinVersion

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateHubContentReferenceResponseTypeDef

HubArn

• Type:
• Required: Yes

HubContentArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateHubRequestRequestTypeDef

HubName

• Type:
• Required: Yes

HubDescription

• Type:
• Required: Yes

HubDisplayName

• Type: typing.Optional[str]

HubSearchKeywords

• Type: typing.Optional[typing.Sequence[str]]

S3StorageConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HubS3StorageConfigTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateHubResponseTypeDef

HubArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateHumanTaskUiRequestRequestTypeDef

HumanTaskUiName

• Type:
• Required: Yes

UiTemplate

• Type:
• Required: Yes

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateHumanTaskUiResponseTypeDef

HumanTaskUiArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateHyperParameterTuningJobRequestRequestTypeDef

HyperParameterTuningJobName

• Type:
• Required: Yes

HyperParameterTuningJobConfig

• Type:
• Required: Yes

TrainingJobDefinition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTrainingJobDefinitionTypeDef]

TrainingJobDefinitions

• Type: typing.Optional[typing.Sequence[typing.Union[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTrainingJobDefinitionTypeDef, aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTrainingJobDefinitionExtraOutputTypeDef]]]

WarmStartConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTuningJobWarmStartConfigTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

Autotune

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutotuneTypeDef]

CreateHyperParameterTuningJobResponseTypeDef

HyperParameterTuningJobArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateImageRequestRequestTypeDef

ImageName

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

Description

• Type: typing.Optional[str]

DisplayName

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateImageResponseTypeDef

ImageArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateImageVersionRequestRequestTypeDef

BaseImage

• Type:
• Required: Yes

ClientToken

• Type:
• Required: Yes

ImageName

• Type:
• Required: Yes

Aliases

• Type: typing.Optional[typing.Sequence[str]]

VendorGuidance

• Type: typing.Optional[typing.Literal['ARCHIVED', 'NOT_PROVIDED', 'STABLE', 'TO_BE_ARCHIVED']]

JobType

• Type: typing.Optional[typing.Literal['INFERENCE', 'NOTEBOOK_KERNEL', 'TRAINING']]

MLFramework

• Type: typing.Optional[str]

ProgrammingLang

• Type: typing.Optional[str]

Processor

• Type: typing.Optional[typing.Literal['CPU', 'GPU']]

Horovod

• Type: typing.Optional[bool]

ReleaseNotes

• Type: typing.Optional[str]

CreateImageVersionResponseTypeDef

ImageVersionArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateInferenceComponentInputRequestTypeDef

InferenceComponentName

• Type:
• Required: Yes

EndpointName

• Type:
• Required: Yes

VariantName

• Type:
• Required: Yes

Specification

• Type:
• Required: Yes

RuntimeConfig

• Type:
• Required: Yes

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateInferenceComponentOutputTypeDef

InferenceComponentArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateInferenceExperimentRequestRequestTypeDef

Name

• Type:
• Required: Yes

Type

• Type: typing.Literal['ShadowMode']
• Required: Yes

RoleArn

• Type:
• Required: Yes

EndpointName

• Type:
• Required: Yes

ModelVariants

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ModelVariantConfigTypeDef]
• Required: Yes

ShadowModeConfig

• Type:
• Required: Yes

Schedule

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceExperimentScheduleTypeDef]

Description

• Type: typing.Optional[str]

DataStorageConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceExperimentDataStorageConfigTypeDef]

KmsKey

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateInferenceExperimentResponseTypeDef

InferenceExperimentArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateInferenceRecommendationsJobRequestRequestTypeDef

JobName

• Type:
• Required: Yes

JobType

• Type: typing.Literal['Advanced', 'Default']
• Required: Yes

RoleArn

• Type:
• Required: Yes

InputConfig

• Type:
• Required: Yes

JobDescription

• Type: typing.Optional[str]

StoppingConditions

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RecommendationJobStoppingConditionsTypeDef]

OutputConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RecommendationJobOutputConfigTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateInferenceRecommendationsJobResponseTypeDef

JobArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateLabelingJobRequestRequestTypeDef

LabelingJobName

• Type:
• Required: Yes

LabelAttributeName

• Type:
• Required: Yes

InputConfig

• Type:
• Required: Yes

OutputConfig

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

HumanTaskConfig

• Type:
• Required: Yes

LabelCategoryConfigS3Uri

• Type: typing.Optional[str]

StoppingConditions

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.LabelingJobStoppingConditionsTypeDef]

LabelingJobAlgorithmsConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.LabelingJobAlgorithmsConfigTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateLabelingJobResponseTypeDef

LabelingJobArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateMlflowTrackingServerRequestRequestTypeDef

TrackingServerName

• Type:
• Required: Yes

ArtifactStoreUri

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

TrackingServerSize

• Type: typing.Optional[typing.Literal['Large', 'Medium', 'Small']]

MlflowVersion

• Type: typing.Optional[str]

AutomaticModelRegistration

• Type: typing.Optional[bool]

WeeklyMaintenanceWindowStart

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateMlflowTrackingServerResponseTypeDef

TrackingServerArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateModelBiasJobDefinitionRequestRequestTypeDef

JobDefinitionName

• Type:
• Required: Yes

ModelBiasAppSpecification

• Type:
• Required: Yes

ModelBiasJobInput

• Type:
• Required: Yes

ModelBiasJobOutputConfig

• Type:
• Required: Yes

JobResources

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

ModelBiasBaselineConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelBiasBaselineConfigTypeDef]

NetworkConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringNetworkConfigTypeDef]

StoppingCondition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringStoppingConditionTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateModelBiasJobDefinitionResponseTypeDef

JobDefinitionArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateModelCardExportJobRequestRequestTypeDef

ModelCardName

• Type:
• Required: Yes

ModelCardExportJobName

• Type:
• Required: Yes

OutputConfig

• Type:
• Required: Yes

ModelCardVersion

• Type: typing.Optional[int]

CreateModelCardExportJobResponseTypeDef

ModelCardExportJobArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateModelCardRequestRequestTypeDef

ModelCardName

• Type:
• Required: Yes

Content

• Type:
• Required: Yes

ModelCardStatus

• Type: typing.Literal['Approved', 'Archived', 'Draft', 'PendingReview']
• Required: Yes

SecurityConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelCardSecurityConfigTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateModelCardResponseTypeDef

ModelCardArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateModelExplainabilityJobDefinitionRequestRequestTypeDef

JobDefinitionName

• Type:
• Required: Yes

ModelExplainabilityAppSpecification

• Type:
• Required: Yes

ModelExplainabilityJobInput

• Type:
• Required: Yes

ModelExplainabilityJobOutputConfig

• Type:
• Required: Yes

JobResources

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

ModelExplainabilityBaselineConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelExplainabilityBaselineConfigTypeDef]

NetworkConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringNetworkConfigTypeDef]

StoppingCondition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringStoppingConditionTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateModelExplainabilityJobDefinitionResponseTypeDef

JobDefinitionArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateModelInputRequestTypeDef

ModelName

• Type:
• Required: Yes

PrimaryContainer

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ContainerDefinitionTypeDef]

Containers

• Type: typing.Optional[typing.Sequence[typing.Union[aws_resource_validator.pydantic_models.sagemaker_classes.ContainerDefinitionTypeDef, aws_resource_validator.pydantic_models.sagemaker_classes.ContainerDefinitionExtraOutputTypeDef]]]

InferenceExecutionConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceExecutionConfigTypeDef]

ExecutionRoleArn

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.VpcConfigTypeDef]

EnableNetworkIsolation

• Type: typing.Optional[bool]

CreateModelOutputTypeDef

ModelArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateModelPackageGroupInputRequestTypeDef

ModelPackageGroupName

• Type:
• Required: Yes

ModelPackageGroupDescription

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateModelPackageGroupOutputTypeDef

ModelPackageGroupArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateModelPackageInputRequestTypeDef

ModelPackageName

• Type: typing.Optional[str]

ModelPackageGroupName

• Type: typing.Optional[str]

ModelPackageDescription

• Type: typing.Optional[str]

InferenceSpecification

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceSpecificationTypeDef]

ValidationSpecification

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelPackageValidationSpecificationTypeDef]

SourceAlgorithmSpecification

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SourceAlgorithmSpecificationTypeDef]

CertifyForMarketplace

• Type: typing.Optional[bool]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

ModelApprovalStatus

• Type: typing.Optional[typing.Literal['Approved', 'PendingManualApproval', 'Rejected']]

MetadataProperties

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MetadataPropertiesTypeDef]

ModelMetrics

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelMetricsTypeDef]

ClientToken

• Type: typing.Optional[str]

Domain

• Type: typing.Optional[str]

Task

• Type: typing.Optional[str]

SamplePayloadUrl

• Type: typing.Optional[str]

CustomerMetadataProperties

• Type: typing.Optional[typing.Mapping[str, str]]

DriftCheckBaselines

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DriftCheckBaselinesTypeDef]

AdditionalInferenceSpecifications

• Type: typing.Optional[typing.Sequence[typing.Union[aws_resource_validator.pydantic_models.sagemaker_classes.AdditionalInferenceSpecificationDefinitionTypeDef, aws_resource_validator.pydantic_models.sagemaker_classes.AdditionalInferenceSpecificationDefinitionExtraOutputTypeDef]]]

SkipModelValidation

• Type: typing.Optional[typing.Literal['All', 'None']]

SourceUri

• Type: typing.Optional[str]

SecurityConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelPackageSecurityConfigTypeDef]

ModelCard

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelPackageModelCardTypeDef]

CreateModelPackageOutputTypeDef

ModelPackageArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateModelQualityJobDefinitionRequestRequestTypeDef

JobDefinitionName

• Type:
• Required: Yes

ModelQualityAppSpecification

• Type:
• Required: Yes

ModelQualityJobInput

• Type:
• Required: Yes

ModelQualityJobOutputConfig

• Type:
• Required: Yes

JobResources

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

ModelQualityBaselineConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelQualityBaselineConfigTypeDef]

NetworkConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringNetworkConfigTypeDef]

StoppingCondition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringStoppingConditionTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateModelQualityJobDefinitionResponseTypeDef

JobDefinitionArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateMonitoringScheduleRequestRequestTypeDef

MonitoringScheduleName

• Type:
• Required: Yes

MonitoringScheduleConfig

• Type:
• Required: Yes

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateMonitoringScheduleResponseTypeDef

MonitoringScheduleArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateNotebookInstanceInputRequestTypeDef

NotebookInstanceName

• Type:
• Required: Yes

InstanceType

• Type: typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.c5d.18xlarge', 'ml.c5d.2xlarge', 'ml.c5d.4xlarge', 'ml.c5d.9xlarge', 'ml.c5d.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c6id.12xlarge', 'ml.c6id.16xlarge', 'ml.c6id.24xlarge', 'ml.c6id.2xlarge', 'ml.c6id.32xlarge', 'ml.c6id.4xlarge', 'ml.c6id.8xlarge', 'ml.c6id.large', 'ml.c6id.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.inf1.24xlarge', 'ml.inf1.2xlarge', 'ml.inf1.6xlarge', 'ml.inf1.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.xlarge', 'ml.m5d.12xlarge', 'ml.m5d.16xlarge', 'ml.m5d.24xlarge', 'ml.m5d.2xlarge', 'ml.m5d.4xlarge', 'ml.m5d.8xlarge', 'ml.m5d.large', 'ml.m5d.xlarge', 'ml.m6i.12xlarge', 'ml.m6i.16xlarge', 'ml.m6i.24xlarge', 'ml.m6i.2xlarge', 'ml.m6i.32xlarge', 'ml.m6i.4xlarge', 'ml.m6i.8xlarge', 'ml.m6i.large', 'ml.m6i.xlarge', 'ml.m6id.12xlarge', 'ml.m6id.16xlarge', 'ml.m6id.24xlarge', 'ml.m6id.2xlarge', 'ml.m6id.32xlarge', 'ml.m6id.4xlarge', 'ml.m6id.8xlarge', 'ml.m6id.large', 'ml.m6id.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p3dn.24xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.r5.12xlarge', 'ml.r5.16xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.8xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.r6i.12xlarge', 'ml.r6i.16xlarge', 'ml.r6i.24xlarge', 'ml.r6i.2xlarge', 'ml.r6i.32xlarge', 'ml.r6i.4xlarge', 'ml.r6i.8xlarge', 'ml.r6i.large', 'ml.r6i.xlarge', 'ml.r6id.12xlarge', 'ml.r6id.16xlarge', 'ml.r6id.24xlarge', 'ml.r6id.2xlarge', 'ml.r6id.32xlarge', 'ml.r6id.4xlarge', 'ml.r6id.8xlarge', 'ml.r6id.large', 'ml.r6id.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge']
• Required: Yes

RoleArn

• Type:
• Required: Yes

SubnetId

• Type: typing.Optional[str]

SecurityGroupIds

• Type: typing.Optional[typing.Sequence[str]]

KmsKeyId

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

LifecycleConfigName

• Type: typing.Optional[str]

DirectInternetAccess

• Type: typing.Optional[typing.Literal['Disabled', 'Enabled']]

VolumeSizeInGB

• Type: typing.Optional[int]

AcceleratorTypes

• Type: typing.Optional[typing.Sequence[typing.Literal['ml.eia1.large', 'ml.eia1.medium', 'ml.eia1.xlarge', 'ml.eia2.large', 'ml.eia2.medium', 'ml.eia2.xlarge']]]

DefaultCodeRepository

• Type: typing.Optional[str]

AdditionalCodeRepositories

• Type: typing.Optional[typing.Sequence[str]]

RootAccess

• Type: typing.Optional[typing.Literal['Disabled', 'Enabled']]

PlatformIdentifier

• Type: typing.Optional[str]

InstanceMetadataServiceConfiguration

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.InstanceMetadataServiceConfigurationTypeDef]

CreateNotebookInstanceLifecycleConfigInputRequestTypeDef

NotebookInstanceLifecycleConfigName

• Type:
• Required: Yes

OnCreate

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.NotebookInstanceLifecycleHookTypeDef]]

OnStart

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.NotebookInstanceLifecycleHookTypeDef]]

CreateNotebookInstanceLifecycleConfigOutputTypeDef

NotebookInstanceLifecycleConfigArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateNotebookInstanceOutputTypeDef

NotebookInstanceArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateOptimizationJobRequestRequestTypeDef

OptimizationJobName

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

ModelSource

• Type:
• Required: Yes

DeploymentInstanceType

• Type: typing.Literal['ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.inf2.24xlarge', 'ml.inf2.48xlarge', 'ml.inf2.8xlarge', 'ml.inf2.xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']
• Required: Yes

OptimizationConfigs

• Type: typing.Sequence[typing.Union[aws_resource_validator.pydantic_models.sagemaker_classes.OptimizationConfigTypeDef, aws_resource_validator.pydantic_models.sagemaker_classes.OptimizationConfigOutputTypeDef]]
• Required: Yes

OutputConfig

• Type:
• Required: Yes

StoppingCondition

• Type:
• Required: Yes

OptimizationEnvironment

• Type: typing.Optional[typing.Mapping[str, str]]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.OptimizationVpcConfigTypeDef]

CreateOptimizationJobResponseTypeDef

OptimizationJobArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreatePipelineRequestRequestTypeDef

PipelineName

• Type:
• Required: Yes

ClientRequestToken

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

PipelineDisplayName

• Type: typing.Optional[str]

PipelineDefinition

• Type: typing.Optional[str]

PipelineDefinitionS3Location

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PipelineDefinitionS3LocationTypeDef]

PipelineDescription

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

ParallelismConfiguration

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ParallelismConfigurationTypeDef]

CreatePipelineResponseTypeDef

PipelineArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreatePresignedDomainUrlRequestRequestTypeDef

DomainId

• Type:
• Required: Yes

UserProfileName

• Type:
• Required: Yes

SessionExpirationDurationInSeconds

• Type: typing.Optional[int]

ExpiresInSeconds

• Type: typing.Optional[int]

SpaceName

• Type: typing.Optional[str]

LandingUri

• Type: typing.Optional[str]

CreatePresignedDomainUrlResponseTypeDef

AuthorizedUrl

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreatePresignedMlflowTrackingServerUrlRequestRequestTypeDef

TrackingServerName

• Type:
• Required: Yes

ExpiresInSeconds

• Type: typing.Optional[int]

SessionExpirationDurationInSeconds

• Type: typing.Optional[int]

CreatePresignedMlflowTrackingServerUrlResponseTypeDef

AuthorizedUrl

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreatePresignedNotebookInstanceUrlInputRequestTypeDef

NotebookInstanceName

• Type:
• Required: Yes

SessionExpirationDurationInSeconds

• Type: typing.Optional[int]

CreatePresignedNotebookInstanceUrlOutputTypeDef

AuthorizedUrl

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateProcessingJobRequestRequestTypeDef

ProcessingJobName

• Type:
• Required: Yes

ProcessingResources

• Type:
• Required: Yes

AppSpecification

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

ProcessingInputs

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ProcessingInputTypeDef]]

ProcessingOutputConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProcessingOutputConfigTypeDef]

StoppingCondition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProcessingStoppingConditionTypeDef]

Environment

• Type: typing.Optional[typing.Mapping[str, str]]

NetworkConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.NetworkConfigTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

ExperimentConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ExperimentConfigTypeDef]

CreateProcessingJobResponseTypeDef

ProcessingJobArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateProjectInputRequestTypeDef

ProjectName

• Type:
• Required: Yes

ServiceCatalogProvisioningDetails

• Type:
• Required: Yes

ProjectDescription

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateProjectOutputTypeDef

ProjectArn

• Type:
• Required: Yes

ProjectId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateSpaceRequestRequestTypeDef

DomainId

• Type:
• Required: Yes

SpaceName

• Type:
• Required: Yes

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

SpaceSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SpaceSettingsTypeDef]

OwnershipSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.OwnershipSettingsTypeDef]

SpaceSharingSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SpaceSharingSettingsTypeDef]

SpaceDisplayName

• Type: typing.Optional[str]

CreateSpaceResponseTypeDef

SpaceArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateStudioLifecycleConfigRequestRequestTypeDef

StudioLifecycleConfigName

• Type:
• Required: Yes

StudioLifecycleConfigContent

• Type:
• Required: Yes

StudioLifecycleConfigAppType

• Type: typing.Literal['CodeEditor', 'JupyterLab', 'JupyterServer', 'KernelGateway']
• Required: Yes

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateStudioLifecycleConfigResponseTypeDef

StudioLifecycleConfigArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateTrainingJobRequestRequestTypeDef

TrainingJobName

• Type:
• Required: Yes

AlgorithmSpecification

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

OutputDataConfig

• Type:
• Required: Yes

ResourceConfig

• Type:
• Required: Yes

StoppingCondition

• Type:
• Required: Yes

HyperParameters

• Type: typing.Optional[typing.Mapping[str, str]]

InputDataConfig

• Type: typing.Optional[typing.Sequence[typing.Union[aws_resource_validator.pydantic_models.sagemaker_classes.ChannelTypeDef, aws_resource_validator.pydantic_models.sagemaker_classes.ChannelExtraOutputTypeDef]]]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.VpcConfigTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

EnableNetworkIsolation

• Type: typing.Optional[bool]

EnableInterContainerTrafficEncryption

• Type: typing.Optional[bool]

EnableManagedSpotTraining

• Type: typing.Optional[bool]

CheckpointConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CheckpointConfigTypeDef]

DebugHookConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DebugHookConfigTypeDef]

DebugRuleConfigurations

• Type: typing.Optional[typing.Sequence[typing.Union[aws_resource_validator.pydantic_models.sagemaker_classes.DebugRuleConfigurationTypeDef, aws_resource_validator.pydantic_models.sagemaker_classes.DebugRuleConfigurationExtraOutputTypeDef]]]

TensorBoardOutputConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TensorBoardOutputConfigTypeDef]

ExperimentConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ExperimentConfigTypeDef]

ProfilerConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProfilerConfigTypeDef]

ProfilerRuleConfigurations

• Type: typing.Optional[typing.Sequence[typing.Union[aws_resource_validator.pydantic_models.sagemaker_classes.ProfilerRuleConfigurationTypeDef, aws_resource_validator.pydantic_models.sagemaker_classes.ProfilerRuleConfigurationOutputTypeDef]]]

Environment

• Type: typing.Optional[typing.Mapping[str, str]]

RetryStrategy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RetryStrategyTypeDef]

RemoteDebugConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RemoteDebugConfigTypeDef]

InfraCheckConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.InfraCheckConfigTypeDef]

SessionChainingConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SessionChainingConfigTypeDef]

CreateTrainingJobResponseTypeDef

TrainingJobArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateTransformJobRequestRequestTypeDef

TransformJobName

• Type:
• Required: Yes

ModelName

• Type:
• Required: Yes

TransformInput

• Type:
• Required: Yes

TransformOutput

• Type:
• Required: Yes

TransformResources

• Type:
• Required: Yes

MaxConcurrentTransforms

• Type: typing.Optional[int]

ModelClientConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelClientConfigTypeDef]

MaxPayloadInMB

• Type: typing.Optional[int]

BatchStrategy

• Type: typing.Optional[typing.Literal['MultiRecord', 'SingleRecord']]

Environment

• Type: typing.Optional[typing.Mapping[str, str]]

DataCaptureConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.BatchDataCaptureConfigTypeDef]

DataProcessing

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DataProcessingTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

ExperimentConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ExperimentConfigTypeDef]

CreateTransformJobResponseTypeDef

TransformJobArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateTrialComponentRequestRequestTypeDef

TrialComponentName

• Type:
• Required: Yes

DisplayName

• Type: typing.Optional[str]

Status

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentStatusTypeDef]

StartTime

• Type: typing.Union[datetime.datetime, str, NoneType]

EndTime

• Type: typing.Union[datetime.datetime, str, NoneType]

Parameters

• Type: typing.Optional[typing.Mapping[str, aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentParameterValueTypeDef]]

InputArtifacts

• Type: typing.Optional[typing.Mapping[str, aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentArtifactTypeDef]]

OutputArtifacts

• Type: typing.Optional[typing.Mapping[str, aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentArtifactTypeDef]]

MetadataProperties

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MetadataPropertiesTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateTrialComponentResponseTypeDef

TrialComponentArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateTrialRequestRequestTypeDef

TrialName

• Type:
• Required: Yes

ExperimentName

• Type:
• Required: Yes

DisplayName

• Type: typing.Optional[str]

MetadataProperties

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MetadataPropertiesTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateTrialResponseTypeDef

TrialArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateUserProfileRequestRequestTypeDef

DomainId

• Type:
• Required: Yes

UserProfileName

• Type:
• Required: Yes

SingleSignOnUserIdentifier

• Type: typing.Optional[str]

SingleSignOnUserValue

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

UserSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserSettingsTypeDef]

CreateUserProfileResponseTypeDef

UserProfileArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateWorkforceRequestRequestTypeDef

WorkforceName

• Type:
• Required: Yes

CognitoConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CognitoConfigTypeDef]

OidcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.OidcConfigTypeDef]

SourceIpConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SourceIpConfigTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

WorkforceVpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.WorkforceVpcConfigRequestTypeDef]

CreateWorkforceResponseTypeDef

WorkforceArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateWorkteamRequestRequestTypeDef

WorkteamName

• Type:
• Required: Yes

MemberDefinitions

• Type: typing.Sequence[typing.Union[aws_resource_validator.pydantic_models.sagemaker_classes.MemberDefinitionTypeDef, aws_resource_validator.pydantic_models.sagemaker_classes.MemberDefinitionExtraOutputTypeDef]]
• Required: Yes

Description

• Type:
• Required: Yes

WorkforceName

• Type: typing.Optional[str]

NotificationConfiguration

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.NotificationConfigurationTypeDef]

WorkerAccessConfiguration

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.WorkerAccessConfigurationTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CreateWorkteamResponseTypeDef

WorkteamArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CustomFileSystemConfigTypeDef

EFSFileSystemConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.EFSFileSystemConfigTypeDef]

CustomFileSystemTypeDef

EFSFileSystem

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.EFSFileSystemTypeDef]

CustomImageTypeDef

ImageName

• Type:
• Required: Yes

AppImageConfigName

• Type:
• Required: Yes

ImageVersionNumber

• Type: typing.Optional[int]

CustomPosixUserConfigTypeDef

Uid

• Type:
• Required: Yes

Gid

• Type:
• Required: Yes

CustomizedMetricSpecificationTypeDef

MetricName

• Type: typing.Optional[str]

Namespace

• Type: typing.Optional[str]

Statistic

• Type: typing.Optional[typing.Literal['Average', 'Maximum', 'Minimum', 'SampleCount', 'Sum']]

DataCaptureConfigOutputTypeDef

InitialSamplingPercentage

• Type:
• Required: Yes

DestinationS3Uri

• Type:
• Required: Yes

CaptureOptions

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.CaptureOptionTypeDef]
• Required: Yes

EnableCapture

• Type: typing.Optional[bool]

KmsKeyId

• Type: typing.Optional[str]

CaptureContentTypeHeader

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CaptureContentTypeHeaderOutputTypeDef]

DataCaptureConfigSummaryTypeDef

EnableCapture

• Type:
• Required: Yes

CaptureStatus

• Type: typing.Literal['Started', 'Stopped']
• Required: Yes

CurrentSamplingPercentage

• Type:
• Required: Yes

DestinationS3Uri

• Type:
• Required: Yes

KmsKeyId

• Type:
• Required: Yes

DataCaptureConfigTypeDef

InitialSamplingPercentage

• Type:
• Required: Yes

DestinationS3Uri

• Type:
• Required: Yes

CaptureOptions

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.CaptureOptionTypeDef]
• Required: Yes

EnableCapture

• Type: typing.Optional[bool]

KmsKeyId

• Type: typing.Optional[str]

CaptureContentTypeHeader

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CaptureContentTypeHeaderTypeDef]

DataCatalogConfigTypeDef

TableName

• Type:
• Required: Yes

Catalog

• Type:
• Required: Yes

Database

• Type:
• Required: Yes

DataProcessingTypeDef

InputFilter

• Type: typing.Optional[str]

OutputFilter

• Type: typing.Optional[str]

JoinSource

• Type: typing.Optional[typing.Literal['Input', 'None']]

DataQualityAppSpecificationOutputTypeDef

ImageUri

• Type:
• Required: Yes

ContainerEntrypoint

• Type: typing.Optional[typing.List[str]]

ContainerArguments

• Type: typing.Optional[typing.List[str]]

RecordPreprocessorSourceUri

• Type: typing.Optional[str]

PostAnalyticsProcessorSourceUri

• Type: typing.Optional[str]

Environment

• Type: typing.Optional[typing.Dict[str, str]]

DataQualityAppSpecificationTypeDef

ImageUri

• Type:
• Required: Yes

ContainerEntrypoint

• Type: typing.Optional[typing.Sequence[str]]

ContainerArguments

• Type: typing.Optional[typing.Sequence[str]]

RecordPreprocessorSourceUri

• Type: typing.Optional[str]

PostAnalyticsProcessorSourceUri

• Type: typing.Optional[str]

Environment

• Type: typing.Optional[typing.Mapping[str, str]]

DataQualityBaselineConfigTypeDef

BaseliningJobName

• Type: typing.Optional[str]

ConstraintsResource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringConstraintsResourceTypeDef]

StatisticsResource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringStatisticsResourceTypeDef]

DataQualityJobInputOutputTypeDef

EndpointInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.EndpointInputTypeDef]

BatchTransformInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.BatchTransformInputOutputTypeDef]

DataQualityJobInputTypeDef

EndpointInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.EndpointInputTypeDef]

BatchTransformInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.BatchTransformInputTypeDef]

DataSourceExtraOutputTypeDef

S3DataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.S3DataSourceExtraOutputTypeDef]

FileSystemDataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.FileSystemDataSourceTypeDef]

DataSourceOutputTypeDef

S3DataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.S3DataSourceOutputTypeDef]

FileSystemDataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.FileSystemDataSourceTypeDef]

DataSourceTypeDef

S3DataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.S3DataSourceTypeDef]

FileSystemDataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.FileSystemDataSourceTypeDef]

DatasetDefinitionTypeDef

AthenaDatasetDefinition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AthenaDatasetDefinitionTypeDef]

RedshiftDatasetDefinition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RedshiftDatasetDefinitionTypeDef]

LocalPath

• Type: typing.Optional[str]

DataDistributionType

• Type: typing.Optional[typing.Literal['FullyReplicated', 'ShardedByS3Key']]

InputMode

• Type: typing.Optional[typing.Literal['File', 'Pipe']]

DebugHookConfigExtraOutputTypeDef

S3OutputPath

• Type:
• Required: Yes

LocalPath

• Type: typing.Optional[str]

HookParameters

• Type: typing.Optional[typing.Dict[str, str]]

CollectionConfigurations

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.CollectionConfigurationExtraOutputTypeDef]]

DebugHookConfigOutputTypeDef

S3OutputPath

• Type:
• Required: Yes

LocalPath

• Type: typing.Optional[str]

HookParameters

• Type: typing.Optional[typing.Dict[str, str]]

CollectionConfigurations

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.CollectionConfigurationOutputTypeDef]]

DebugHookConfigTypeDef

S3OutputPath

• Type:
• Required: Yes

LocalPath

• Type: typing.Optional[str]

HookParameters

• Type: typing.Optional[typing.Mapping[str, str]]

CollectionConfigurations

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.CollectionConfigurationTypeDef]]

DebugRuleConfigurationExtraOutputTypeDef

RuleConfigurationName

• Type:
• Required: Yes

RuleEvaluatorImage

• Type:
• Required: Yes

LocalPath

• Type: typing.Optional[str]

S3OutputPath

• Type: typing.Optional[str]

InstanceType

• Type: typing.Optional[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.r5.12xlarge', 'ml.r5.16xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.8xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge']]

VolumeSizeInGB

• Type: typing.Optional[int]

RuleParameters

• Type: typing.Optional[typing.Dict[str, str]]

DebugRuleConfigurationOutputTypeDef

RuleConfigurationName

• Type:
• Required: Yes

RuleEvaluatorImage

• Type:
• Required: Yes

LocalPath

• Type: typing.Optional[str]

S3OutputPath

• Type: typing.Optional[str]

InstanceType

• Type: typing.Optional[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.r5.12xlarge', 'ml.r5.16xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.8xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge']]

VolumeSizeInGB

• Type: typing.Optional[int]

RuleParameters

• Type: typing.Optional[typing.Dict[str, str]]

DebugRuleConfigurationTypeDef

RuleConfigurationName

• Type:
• Required: Yes

RuleEvaluatorImage

• Type:
• Required: Yes

LocalPath

• Type: typing.Optional[str]

S3OutputPath

• Type: typing.Optional[str]

InstanceType

• Type: typing.Optional[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.r5.12xlarge', 'ml.r5.16xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.8xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge']]

VolumeSizeInGB

• Type: typing.Optional[int]

RuleParameters

• Type: typing.Optional[typing.Mapping[str, str]]

DebugRuleEvaluationStatusTypeDef

RuleConfigurationName

• Type: typing.Optional[str]

RuleEvaluationJobArn

• Type: typing.Optional[str]

RuleEvaluationStatus

• Type: typing.Optional[typing.Literal['Error', 'InProgress', 'IssuesFound', 'NoIssuesFound', 'Stopped', 'Stopping']]

StatusDetails

• Type: typing.Optional[str]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

DefaultEbsStorageSettingsTypeDef

DefaultEbsVolumeSizeInGb

• Type:
• Required: Yes

MaximumEbsVolumeSizeInGb

• Type:
• Required: Yes

DefaultSpaceSettingsOutputTypeDef

ExecutionRole

• Type: typing.Optional[str]

SecurityGroups

• Type: typing.Optional[typing.List[str]]

JupyterServerAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.JupyterServerAppSettingsOutputTypeDef]

KernelGatewayAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.KernelGatewayAppSettingsOutputTypeDef]

JupyterLabAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.JupyterLabAppSettingsOutputTypeDef]

SpaceStorageSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DefaultSpaceStorageSettingsTypeDef]

CustomPosixUserConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CustomPosixUserConfigTypeDef]

CustomFileSystemConfigs

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.CustomFileSystemConfigTypeDef]]

DefaultSpaceSettingsTypeDef

ExecutionRole

• Type: typing.Optional[str]

SecurityGroups

• Type: typing.Optional[typing.Sequence[str]]

JupyterServerAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.JupyterServerAppSettingsTypeDef]

KernelGatewayAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.KernelGatewayAppSettingsTypeDef]

JupyterLabAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.JupyterLabAppSettingsTypeDef]

SpaceStorageSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DefaultSpaceStorageSettingsTypeDef]

CustomPosixUserConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CustomPosixUserConfigTypeDef]

CustomFileSystemConfigs

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.CustomFileSystemConfigTypeDef]]

DefaultSpaceStorageSettingsTypeDef

DefaultEbsStorageSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DefaultEbsStorageSettingsTypeDef]

DeleteActionRequestRequestTypeDef

ActionName

• Type:
• Required: Yes

DeleteActionResponseTypeDef

ActionArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DeleteAlgorithmInputRequestTypeDef

AlgorithmName

• Type:
• Required: Yes

DeleteAppImageConfigRequestRequestTypeDef

AppImageConfigName

• Type:
• Required: Yes

DeleteAppRequestRequestTypeDef

DomainId

• Type:
• Required: Yes

AppType

• Type: typing.Literal['Canvas', 'CodeEditor', 'DetailedProfiler', 'JupyterLab', 'JupyterServer', 'KernelGateway', 'RSessionGateway', 'RStudioServerPro', 'TensorBoard']
• Required: Yes

AppName

• Type:
• Required: Yes

UserProfileName

• Type: typing.Optional[str]

SpaceName

• Type: typing.Optional[str]

DeleteArtifactRequestRequestTypeDef

ArtifactArn

• Type: typing.Optional[str]

Source

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ArtifactSourceTypeDef]

DeleteArtifactResponseTypeDef

ArtifactArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DeleteAssociationRequestRequestTypeDef

SourceArn

• Type:
• Required: Yes

DestinationArn

• Type:
• Required: Yes

DeleteAssociationResponseTypeDef

SourceArn

• Type:
• Required: Yes

DestinationArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DeleteClusterRequestRequestTypeDef

ClusterName

• Type:
• Required: Yes

DeleteClusterResponseTypeDef

ClusterArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DeleteCodeRepositoryInputRequestTypeDef

CodeRepositoryName

• Type:
• Required: Yes

DeleteCompilationJobRequestRequestTypeDef

CompilationJobName

• Type:
• Required: Yes

DeleteContextRequestRequestTypeDef

ContextName

• Type:
• Required: Yes

DeleteContextResponseTypeDef

ContextArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DeleteDataQualityJobDefinitionRequestRequestTypeDef

JobDefinitionName

• Type:
• Required: Yes

DeleteDeviceFleetRequestRequestTypeDef

DeviceFleetName

• Type:
• Required: Yes

DeleteDomainRequestRequestTypeDef

DomainId

• Type:
• Required: Yes

RetentionPolicy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RetentionPolicyTypeDef]

DeleteEdgeDeploymentPlanRequestRequestTypeDef

EdgeDeploymentPlanName

• Type:
• Required: Yes

DeleteEdgeDeploymentStageRequestRequestTypeDef

EdgeDeploymentPlanName

• Type:
• Required: Yes

StageName

• Type:
• Required: Yes

DeleteEndpointConfigInputRequestTypeDef

EndpointConfigName

• Type:
• Required: Yes

DeleteEndpointInputRequestTypeDef

EndpointName

• Type:
• Required: Yes

DeleteExperimentRequestRequestTypeDef

ExperimentName

• Type:
• Required: Yes

DeleteExperimentResponseTypeDef

ExperimentArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DeleteFeatureGroupRequestRequestTypeDef

FeatureGroupName

• Type:
• Required: Yes

DeleteFlowDefinitionRequestRequestTypeDef

FlowDefinitionName

• Type:
• Required: Yes

DeleteHubContentReferenceRequestRequestTypeDef

HubName

• Type:
• Required: Yes

HubContentType

• Type: typing.Literal['Model', 'ModelReference', 'Notebook']
• Required: Yes

HubContentName

• Type:
• Required: Yes

DeleteHubContentRequestRequestTypeDef

HubName

• Type:
• Required: Yes

HubContentType

• Type: typing.Literal['Model', 'ModelReference', 'Notebook']
• Required: Yes

HubContentName

• Type:
• Required: Yes

HubContentVersion

• Type:
• Required: Yes

DeleteHubRequestRequestTypeDef

HubName

• Type:
• Required: Yes

DeleteHumanTaskUiRequestRequestTypeDef

HumanTaskUiName

• Type:
• Required: Yes

DeleteHyperParameterTuningJobRequestRequestTypeDef

HyperParameterTuningJobName

• Type:
• Required: Yes

DeleteImageRequestRequestTypeDef

ImageName

• Type:
• Required: Yes

DeleteImageVersionRequestRequestTypeDef

ImageName

• Type:
• Required: Yes

Version

• Type: typing.Optional[int]

Alias

• Type: typing.Optional[str]

DeleteInferenceComponentInputRequestTypeDef

InferenceComponentName

• Type:
• Required: Yes

DeleteInferenceExperimentRequestRequestTypeDef

Name

• Type:
• Required: Yes

DeleteInferenceExperimentResponseTypeDef

InferenceExperimentArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DeleteMlflowTrackingServerRequestRequestTypeDef

TrackingServerName

• Type:
• Required: Yes

DeleteMlflowTrackingServerResponseTypeDef

TrackingServerArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DeleteModelBiasJobDefinitionRequestRequestTypeDef

JobDefinitionName

• Type:
• Required: Yes

DeleteModelCardRequestRequestTypeDef

ModelCardName

• Type:
• Required: Yes

DeleteModelExplainabilityJobDefinitionRequestRequestTypeDef

JobDefinitionName

• Type:
• Required: Yes

DeleteModelInputRequestTypeDef

ModelName

• Type:
• Required: Yes

DeleteModelPackageGroupInputRequestTypeDef

ModelPackageGroupName

• Type:
• Required: Yes

DeleteModelPackageGroupPolicyInputRequestTypeDef

ModelPackageGroupName

• Type:
• Required: Yes

DeleteModelPackageInputRequestTypeDef

ModelPackageName

• Type:
• Required: Yes

DeleteModelQualityJobDefinitionRequestRequestTypeDef

JobDefinitionName

• Type:
• Required: Yes

DeleteMonitoringScheduleRequestRequestTypeDef

MonitoringScheduleName

• Type:
• Required: Yes

DeleteNotebookInstanceInputRequestTypeDef

NotebookInstanceName

• Type:
• Required: Yes

DeleteNotebookInstanceLifecycleConfigInputRequestTypeDef

NotebookInstanceLifecycleConfigName

• Type:
• Required: Yes

DeleteOptimizationJobRequestRequestTypeDef

OptimizationJobName

• Type:
• Required: Yes

DeletePipelineRequestRequestTypeDef

PipelineName

• Type:
• Required: Yes

ClientRequestToken

• Type:
• Required: Yes

DeletePipelineResponseTypeDef

PipelineArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DeleteProjectInputRequestTypeDef

ProjectName

• Type:
• Required: Yes

DeleteSpaceRequestRequestTypeDef

DomainId

• Type:
• Required: Yes

SpaceName

• Type:
• Required: Yes

DeleteStudioLifecycleConfigRequestRequestTypeDef

StudioLifecycleConfigName

• Type:
• Required: Yes

DeleteTagsInputRequestTypeDef

ResourceArn

• Type:
• Required: Yes

TagKeys

• Type: typing.Sequence[str]
• Required: Yes

DeleteTrialComponentRequestRequestTypeDef

TrialComponentName

• Type:
• Required: Yes

DeleteTrialComponentResponseTypeDef

TrialComponentArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DeleteTrialRequestRequestTypeDef

TrialName

• Type:
• Required: Yes

DeleteTrialResponseTypeDef

TrialArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DeleteUserProfileRequestRequestTypeDef

DomainId

• Type:
• Required: Yes

UserProfileName

• Type:
• Required: Yes

DeleteWorkforceRequestRequestTypeDef

WorkforceName

• Type:
• Required: Yes

DeleteWorkteamRequestRequestTypeDef

WorkteamName

• Type:
• Required: Yes

DeleteWorkteamResponseTypeDef

Success

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DeployedImageTypeDef

SpecifiedImage

• Type: typing.Optional[str]

ResolvedImage

• Type: typing.Optional[str]

ResolutionTime

• Type: typing.Optional[datetime.datetime]

DeploymentConfigOutputTypeDef

BlueGreenUpdatePolicy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.BlueGreenUpdatePolicyTypeDef]

RollingUpdatePolicy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RollingUpdatePolicyTypeDef]

AutoRollbackConfiguration

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoRollbackConfigOutputTypeDef]

DeploymentConfigTypeDef

BlueGreenUpdatePolicy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.BlueGreenUpdatePolicyTypeDef]

RollingUpdatePolicy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RollingUpdatePolicyTypeDef]

AutoRollbackConfiguration

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoRollbackConfigTypeDef]

DeploymentRecommendationTypeDef

RecommendationStatus

• Type: typing.Literal['COMPLETED', 'FAILED', 'IN_PROGRESS', 'NOT_APPLICABLE']
• Required: Yes

RealTimeInferenceRecommendations

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.RealTimeInferenceRecommendationTypeDef]]

DeploymentStageStatusSummaryTypeDef

StageName

• Type:
• Required: Yes

DeviceSelectionConfig

• Type:
• Required: Yes

DeploymentConfig

• Type:
• Required: Yes

DeploymentStatus

• Type:
• Required: Yes

DeploymentStageTypeDef

StageName

• Type:
• Required: Yes

DeviceSelectionConfig

• Type:
• Required: Yes

DeploymentConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.EdgeDeploymentConfigTypeDef]

DeregisterDevicesRequestRequestTypeDef

DeviceFleetName

• Type:
• Required: Yes

DeviceNames

• Type: typing.Sequence[str]
• Required: Yes

DerivedInformationTypeDef

DerivedDataInputConfig

• Type: typing.Optional[str]

DescribeActionRequestRequestTypeDef

ActionName

• Type:
• Required: Yes

DescribeActionResponseTypeDef

ActionName

• Type:
• Required: Yes

ActionArn

• Type:
• Required: Yes

Source

• Type:
• Required: Yes

ActionType

• Type:
• Required: Yes

Description

• Type:
• Required: Yes

Status

• Type: typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping', 'Unknown']
• Required: Yes

Properties

• Type: typing.Dict[str, str]
• Required: Yes

CreationTime

• Type:
• Required: Yes

CreatedBy

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

LastModifiedBy

• Type:
• Required: Yes

MetadataProperties

• Type:
• Required: Yes

LineageGroupArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeAlgorithmInputRequestTypeDef

AlgorithmName

• Type:
• Required: Yes

DescribeAlgorithmOutputTypeDef

AlgorithmName

• Type:
• Required: Yes

AlgorithmArn

• Type:
• Required: Yes

AlgorithmDescription

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

TrainingSpecification

• Type:
• Required: Yes

InferenceSpecification

• Type:
• Required: Yes

ValidationSpecification

• Type:
• Required: Yes

AlgorithmStatus

• Type: typing.Literal['Completed', 'Deleting', 'Failed', 'InProgress', 'Pending']
• Required: Yes

AlgorithmStatusDetails

• Type:
• Required: Yes

ProductId

• Type:
• Required: Yes

CertifyForMarketplace

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeAppImageConfigRequestRequestTypeDef

AppImageConfigName

• Type:
• Required: Yes

DescribeAppImageConfigResponseTypeDef

AppImageConfigArn

• Type:
• Required: Yes

AppImageConfigName

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

KernelGatewayImageConfig

• Type:
• Required: Yes

JupyterLabAppImageConfig

• Type:
• Required: Yes

CodeEditorAppImageConfig

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeAppRequestRequestTypeDef

DomainId

• Type:
• Required: Yes

AppType

• Type: typing.Literal['Canvas', 'CodeEditor', 'DetailedProfiler', 'JupyterLab', 'JupyterServer', 'KernelGateway', 'RSessionGateway', 'RStudioServerPro', 'TensorBoard']
• Required: Yes

AppName

• Type:
• Required: Yes

UserProfileName

• Type: typing.Optional[str]

SpaceName

• Type: typing.Optional[str]

DescribeAppResponseTypeDef

AppArn

• Type:
• Required: Yes

AppType

• Type: typing.Literal['Canvas', 'CodeEditor', 'DetailedProfiler', 'JupyterLab', 'JupyterServer', 'KernelGateway', 'RSessionGateway', 'RStudioServerPro', 'TensorBoard']
• Required: Yes

AppName

• Type:
• Required: Yes

DomainId

• Type:
• Required: Yes

UserProfileName

• Type:
• Required: Yes

SpaceName

• Type:
• Required: Yes

Status

• Type: typing.Literal['Deleted', 'Deleting', 'Failed', 'InService', 'Pending']
• Required: Yes

LastHealthCheckTimestamp

• Type:
• Required: Yes

LastUserActivityTimestamp

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

FailureReason

• Type:
• Required: Yes

ResourceSpec

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeArtifactRequestRequestTypeDef

ArtifactArn

• Type:
• Required: Yes

DescribeArtifactResponseTypeDef

ArtifactName

• Type:
• Required: Yes

ArtifactArn

• Type:
• Required: Yes

Source

• Type:
• Required: Yes

ArtifactType

• Type:
• Required: Yes

Properties

• Type: typing.Dict[str, str]
• Required: Yes

CreationTime

• Type:
• Required: Yes

CreatedBy

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

LastModifiedBy

• Type:
• Required: Yes

MetadataProperties

• Type:
• Required: Yes

LineageGroupArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeAutoMLJobRequestRequestTypeDef

AutoMLJobName

• Type:
• Required: Yes

DescribeAutoMLJobResponseTypeDef

AutoMLJobName

• Type:
• Required: Yes

AutoMLJobArn

• Type:
• Required: Yes

InputDataConfig

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLChannelTypeDef]
• Required: Yes

OutputDataConfig

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

AutoMLJobObjective

• Type:
• Required: Yes

ProblemType

• Type: typing.Literal['BinaryClassification', 'MulticlassClassification', 'Regression']
• Required: Yes

AutoMLJobConfig

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

EndTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

FailureReason

• Type:
• Required: Yes

PartialFailureReasons

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLPartialFailureReasonTypeDef]
• Required: Yes

BestCandidate

• Type:
• Required: Yes

AutoMLJobStatus

• Type: typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']
• Required: Yes

AutoMLJobSecondaryStatus

• Type: typing.Literal['AnalyzingData', 'CandidateDefinitionsGenerated', 'Completed', 'DeployingModel', 'ExplainabilityError', 'Failed', 'FeatureEngineering', 'GeneratingExplainabilityReport', 'GeneratingModelInsightsReport', 'MaxAutoMLJobRuntimeReached', 'MaxCandidatesReached', 'ModelDeploymentError', 'ModelInsightsError', 'ModelTuning', 'PreTraining', 'Starting', 'Stopped', 'Stopping', 'TrainingModels']
• Required: Yes

GenerateCandidateDefinitionsOnly

• Type:
• Required: Yes

AutoMLJobArtifacts

• Type:
• Required: Yes

ResolvedAttributes

• Type:
• Required: Yes

ModelDeployConfig

• Type:
• Required: Yes

ModelDeployResult

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeAutoMLJobV2RequestRequestTypeDef

AutoMLJobName

• Type:
• Required: Yes

DescribeAutoMLJobV2ResponseTypeDef

AutoMLJobName

• Type:
• Required: Yes

AutoMLJobArn

• Type:
• Required: Yes

AutoMLJobInputDataConfig

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLJobChannelTypeDef]
• Required: Yes

OutputDataConfig

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

AutoMLJobObjective

• Type:
• Required: Yes

AutoMLProblemTypeConfig

• Type:
• Required: Yes

AutoMLProblemTypeConfigName

• Type: typing.Literal['ImageClassification', 'Tabular', 'TextClassification', 'TextGeneration', 'TimeSeriesForecasting']
• Required: Yes

CreationTime

• Type:
• Required: Yes

EndTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

FailureReason

• Type:
• Required: Yes

PartialFailureReasons

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLPartialFailureReasonTypeDef]
• Required: Yes

BestCandidate

• Type:
• Required: Yes

AutoMLJobStatus

• Type: typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']
• Required: Yes

AutoMLJobSecondaryStatus

• Type: typing.Literal['AnalyzingData', 'CandidateDefinitionsGenerated', 'Completed', 'DeployingModel', 'ExplainabilityError', 'Failed', 'FeatureEngineering', 'GeneratingExplainabilityReport', 'GeneratingModelInsightsReport', 'MaxAutoMLJobRuntimeReached', 'MaxCandidatesReached', 'ModelDeploymentError', 'ModelInsightsError', 'ModelTuning', 'PreTraining', 'Starting', 'Stopped', 'Stopping', 'TrainingModels']
• Required: Yes

AutoMLJobArtifacts

• Type:
• Required: Yes

ResolvedAttributes

• Type:
• Required: Yes

ModelDeployConfig

• Type:
• Required: Yes

ModelDeployResult

• Type:
• Required: Yes

DataSplitConfig

• Type:
• Required: Yes

SecurityConfig

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeClusterNodeRequestRequestTypeDef

ClusterName

• Type:
• Required: Yes

NodeId

• Type:
• Required: Yes

DescribeClusterNodeResponseTypeDef

NodeDetails

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeClusterRequestRequestTypeDef

ClusterName

• Type:
• Required: Yes

DescribeClusterResponseTypeDef

ClusterArn

• Type:
• Required: Yes

ClusterName

• Type:
• Required: Yes

ClusterStatus

• Type: typing.Literal['Creating', 'Deleting', 'Failed', 'InService', 'RollingBack', 'SystemUpdating', 'Updating']
• Required: Yes

CreationTime

• Type:
• Required: Yes

FailureMessage

• Type:
• Required: Yes

InstanceGroups

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ClusterInstanceGroupDetailsTypeDef]
• Required: Yes

VpcConfig

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeCodeRepositoryInputRequestTypeDef

CodeRepositoryName

• Type:
• Required: Yes

DescribeCodeRepositoryOutputTypeDef

CodeRepositoryName

• Type:
• Required: Yes

CodeRepositoryArn

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

GitConfig

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeCompilationJobRequestRequestTypeDef

CompilationJobName

• Type:
• Required: Yes

DescribeCompilationJobResponseTypeDef

CompilationJobName

• Type:
• Required: Yes

CompilationJobArn

• Type:
• Required: Yes

CompilationJobStatus

• Type: typing.Literal['COMPLETED', 'FAILED', 'INPROGRESS', 'STARTING', 'STOPPED', 'STOPPING']
• Required: Yes

CompilationStartTime

• Type:
• Required: Yes

CompilationEndTime

• Type:
• Required: Yes

StoppingCondition

• Type:
• Required: Yes

InferenceImage

• Type:
• Required: Yes

ModelPackageVersionArn

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

FailureReason

• Type:
• Required: Yes

ModelArtifacts

• Type:
• Required: Yes

ModelDigests

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

InputConfig

• Type:
• Required: Yes

OutputConfig

• Type:
• Required: Yes

VpcConfig

• Type:
• Required: Yes

DerivedInformation

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeContextRequestRequestTypeDef

ContextName

• Type:
• Required: Yes

DescribeContextResponseTypeDef

ContextName

• Type:
• Required: Yes

ContextArn

• Type:
• Required: Yes

Source

• Type:
• Required: Yes

ContextType

• Type:
• Required: Yes

Description

• Type:
• Required: Yes

Properties

• Type: typing.Dict[str, str]
• Required: Yes

CreationTime

• Type:
• Required: Yes

CreatedBy

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

LastModifiedBy

• Type:
• Required: Yes

LineageGroupArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeDataQualityJobDefinitionRequestRequestTypeDef

JobDefinitionName

• Type:
• Required: Yes

DescribeDataQualityJobDefinitionResponseTypeDef

JobDefinitionArn

• Type:
• Required: Yes

JobDefinitionName

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

DataQualityBaselineConfig

• Type:
• Required: Yes

DataQualityAppSpecification

• Type:
• Required: Yes

DataQualityJobInput

• Type:
• Required: Yes

DataQualityJobOutputConfig

• Type:
• Required: Yes

JobResources

• Type:
• Required: Yes

NetworkConfig

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

StoppingCondition

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeDeviceFleetRequestRequestTypeDef

DeviceFleetName

• Type:
• Required: Yes

DescribeDeviceFleetResponseTypeDef

DeviceFleetName

• Type:
• Required: Yes

DeviceFleetArn

• Type:
• Required: Yes

OutputConfig

• Type:
• Required: Yes

Description

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

IotRoleAlias

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeDeviceRequestRequestTypeDef

DeviceName

• Type:
• Required: Yes

DeviceFleetName

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

DescribeDeviceResponseTypeDef

DeviceArn

• Type:
• Required: Yes

DeviceName

• Type:
• Required: Yes

Description

• Type:
• Required: Yes

DeviceFleetName

• Type:
• Required: Yes

IotThingName

• Type:
• Required: Yes

RegistrationTime

• Type:
• Required: Yes

LatestHeartbeat

• Type:
• Required: Yes

Models

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.EdgeModelTypeDef]
• Required: Yes

MaxModels

• Type:
• Required: Yes

AgentVersion

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

DescribeDomainRequestRequestTypeDef

DomainId

• Type:
• Required: Yes

DescribeDomainResponseTypeDef

DomainArn

• Type:
• Required: Yes

DomainId

• Type:
• Required: Yes

DomainName

• Type:
• Required: Yes

HomeEfsFileSystemId

• Type:
• Required: Yes

SingleSignOnManagedApplicationInstanceId

• Type:
• Required: Yes

SingleSignOnApplicationArn

• Type:
• Required: Yes

Status

• Type: typing.Literal['Delete_Failed', 'Deleting', 'Failed', 'InService', 'Pending', 'Update_Failed', 'Updating']
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

FailureReason

• Type:
• Required: Yes

SecurityGroupIdForDomainBoundary

• Type:
• Required: Yes

AuthMode

• Type: typing.Literal['IAM', 'SSO']
• Required: Yes

DefaultUserSettings

• Type:
• Required: Yes

DomainSettings

• Type:
• Required: Yes

AppNetworkAccessType

• Type: typing.Literal['PublicInternetOnly', 'VpcOnly']
• Required: Yes

HomeEfsFileSystemKmsKeyId

• Type:
• Required: Yes

SubnetIds

• Type: typing.List[str]
• Required: Yes

Url

• Type:
• Required: Yes

VpcId

• Type:
• Required: Yes

KmsKeyId

• Type:
• Required: Yes

AppSecurityGroupManagement

• Type: typing.Literal['Customer', 'Service']
• Required: Yes

DefaultSpaceSettings

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeEdgeDeploymentPlanRequestRequestTypeDef

EdgeDeploymentPlanName

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

DescribeEdgeDeploymentPlanResponseTypeDef

EdgeDeploymentPlanArn

• Type:
• Required: Yes

EdgeDeploymentPlanName

• Type:
• Required: Yes

ModelConfigs

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.EdgeDeploymentModelConfigTypeDef]
• Required: Yes

DeviceFleetName

• Type:
• Required: Yes

EdgeDeploymentSuccess

• Type:
• Required: Yes

EdgeDeploymentPending

• Type:
• Required: Yes

EdgeDeploymentFailed

• Type:
• Required: Yes

Stages

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.DeploymentStageStatusSummaryTypeDef]
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

DescribeEdgePackagingJobRequestRequestTypeDef

EdgePackagingJobName

• Type:
• Required: Yes

DescribeEdgePackagingJobResponseTypeDef

EdgePackagingJobArn

• Type:
• Required: Yes

EdgePackagingJobName

• Type:
• Required: Yes

CompilationJobName

• Type:
• Required: Yes

ModelName

• Type:
• Required: Yes

ModelVersion

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

OutputConfig

• Type:
• Required: Yes

ResourceKey

• Type:
• Required: Yes

EdgePackagingJobStatus

• Type: typing.Literal['COMPLETED', 'FAILED', 'INPROGRESS', 'STARTING', 'STOPPED', 'STOPPING']
• Required: Yes

EdgePackagingJobStatusMessage

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

ModelArtifact

• Type:
• Required: Yes

ModelSignature

• Type:
• Required: Yes

PresetDeploymentOutput

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeEndpointConfigInputRequestTypeDef

EndpointConfigName

• Type:
• Required: Yes

DescribeEndpointConfigOutputTypeDef

EndpointConfigName

• Type:
• Required: Yes

EndpointConfigArn

• Type:
• Required: Yes

ProductionVariants

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantTypeDef]
• Required: Yes

DataCaptureConfig

• Type:
• Required: Yes

KmsKeyId

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

AsyncInferenceConfig

• Type:
• Required: Yes

ExplainerConfig

• Type:
• Required: Yes

ShadowProductionVariants

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantTypeDef]
• Required: Yes

ExecutionRoleArn

• Type:
• Required: Yes

VpcConfig

• Type:
• Required: Yes

EnableNetworkIsolation

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeEndpointInputEndpointDeletedWaitTypeDef

EndpointName

• Type:
• Required: Yes

WaiterConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.WaiterConfigTypeDef]

DescribeEndpointInputEndpointInServiceWaitTypeDef

EndpointName

• Type:
• Required: Yes

WaiterConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.WaiterConfigTypeDef]

DescribeEndpointInputRequestTypeDef

EndpointName

• Type:
• Required: Yes

DescribeEndpointOutputTypeDef

EndpointName

• Type:
• Required: Yes

EndpointArn

• Type:
• Required: Yes

EndpointConfigName

• Type:
• Required: Yes

ProductionVariants

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantSummaryTypeDef]
• Required: Yes

DataCaptureConfig

• Type:
• Required: Yes

EndpointStatus

• Type: typing.Literal['Creating', 'Deleting', 'Failed', 'InService', 'OutOfService', 'RollingBack', 'SystemUpdating', 'UpdateRollbackFailed', 'Updating']
• Required: Yes

FailureReason

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

LastDeploymentConfig

• Type:
• Required: Yes

AsyncInferenceConfig

• Type:
• Required: Yes

PendingDeploymentSummary

• Type:
• Required: Yes

ExplainerConfig

• Type:
• Required: Yes

ShadowProductionVariants

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeExperimentRequestRequestTypeDef

ExperimentName

• Type:
• Required: Yes

DescribeExperimentResponseTypeDef

ExperimentName

• Type:
• Required: Yes

ExperimentArn

• Type:
• Required: Yes

DisplayName

• Type:
• Required: Yes

Source

• Type:
• Required: Yes

Description

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

CreatedBy

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

LastModifiedBy

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeFeatureGroupRequestRequestTypeDef

FeatureGroupName

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

DescribeFeatureGroupResponseTypeDef

FeatureGroupArn

• Type:
• Required: Yes

FeatureGroupName

• Type:
• Required: Yes

RecordIdentifierFeatureName

• Type:
• Required: Yes

EventTimeFeatureName

• Type:
• Required: Yes

FeatureDefinitions

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.FeatureDefinitionTypeDef]
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

OnlineStoreConfig

• Type:
• Required: Yes

OfflineStoreConfig

• Type:
• Required: Yes

ThroughputConfig

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

FeatureGroupStatus

• Type: typing.Literal['CreateFailed', 'Created', 'Creating', 'DeleteFailed', 'Deleting']
• Required: Yes

OfflineStoreStatus

• Type:
• Required: Yes

LastUpdateStatus

• Type:
• Required: Yes

FailureReason

• Type:
• Required: Yes

Description

• Type:
• Required: Yes

NextToken

• Type:
• Required: Yes

OnlineStoreTotalSizeBytes

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeFeatureMetadataRequestRequestTypeDef

FeatureGroupName

• Type:
• Required: Yes

FeatureName

• Type:
• Required: Yes

DescribeFeatureMetadataResponseTypeDef

FeatureGroupArn

• Type:
• Required: Yes

FeatureGroupName

• Type:
• Required: Yes

FeatureName

• Type:
• Required: Yes

FeatureType

• Type: typing.Literal['Fractional', 'Integral', 'String']
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

Description

• Type:
• Required: Yes

Parameters

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.FeatureParameterTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeFlowDefinitionRequestRequestTypeDef

FlowDefinitionName

• Type:
• Required: Yes

DescribeFlowDefinitionResponseTypeDef

FlowDefinitionArn

• Type:
• Required: Yes

FlowDefinitionName

• Type:
• Required: Yes

FlowDefinitionStatus

• Type: typing.Literal['Active', 'Deleting', 'Failed', 'Initializing']
• Required: Yes

CreationTime

• Type:
• Required: Yes

HumanLoopRequestSource

• Type:
• Required: Yes

HumanLoopActivationConfig

• Type:
• Required: Yes

HumanLoopConfig

• Type:
• Required: Yes

OutputConfig

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

FailureReason

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeHubContentRequestRequestTypeDef

HubName

• Type:
• Required: Yes

HubContentType

• Type: typing.Literal['Model', 'ModelReference', 'Notebook']
• Required: Yes

HubContentName

• Type:
• Required: Yes

HubContentVersion

• Type: typing.Optional[str]

DescribeHubContentResponseTypeDef

HubContentName

• Type:
• Required: Yes

HubContentArn

• Type:
• Required: Yes

HubContentVersion

• Type:
• Required: Yes

HubContentType

• Type: typing.Literal['Model', 'ModelReference', 'Notebook']
• Required: Yes

DocumentSchemaVersion

• Type:
• Required: Yes

HubName

• Type:
• Required: Yes

HubArn

• Type:
• Required: Yes

HubContentDisplayName

• Type:
• Required: Yes

HubContentDescription

• Type:
• Required: Yes

HubContentMarkdown

• Type:
• Required: Yes

HubContentDocument

• Type:
• Required: Yes

SageMakerPublicHubContentArn

• Type:
• Required: Yes

ReferenceMinVersion

• Type:
• Required: Yes

SupportStatus

• Type: typing.Literal['Deprecated', 'Supported']
• Required: Yes

HubContentSearchKeywords

• Type: typing.List[str]
• Required: Yes

HubContentDependencies

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.HubContentDependencyTypeDef]
• Required: Yes

HubContentStatus

• Type: typing.Literal['Available', 'DeleteFailed', 'Deleting', 'ImportFailed', 'Importing']
• Required: Yes

FailureReason

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeHubRequestRequestTypeDef

HubName

• Type:
• Required: Yes

DescribeHubResponseTypeDef

HubName

• Type:
• Required: Yes

HubArn

• Type:
• Required: Yes

HubDisplayName

• Type:
• Required: Yes

HubDescription

• Type:
• Required: Yes

HubSearchKeywords

• Type: typing.List[str]
• Required: Yes

S3StorageConfig

• Type:
• Required: Yes

HubStatus

• Type: typing.Literal['CreateFailed', 'Creating', 'DeleteFailed', 'Deleting', 'InService', 'UpdateFailed', 'Updating']
• Required: Yes

FailureReason

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeHumanTaskUiRequestRequestTypeDef

HumanTaskUiName

• Type:
• Required: Yes

DescribeHumanTaskUiResponseTypeDef

HumanTaskUiArn

• Type:
• Required: Yes

HumanTaskUiName

• Type:
• Required: Yes

HumanTaskUiStatus

• Type: typing.Literal['Active', 'Deleting']
• Required: Yes

CreationTime

• Type:
• Required: Yes

UiTemplate

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeHyperParameterTuningJobRequestRequestTypeDef

HyperParameterTuningJobName

• Type:
• Required: Yes

DescribeHyperParameterTuningJobResponseTypeDef

HyperParameterTuningJobName

• Type:
• Required: Yes

HyperParameterTuningJobArn

• Type:
• Required: Yes

HyperParameterTuningJobConfig

• Type:
• Required: Yes

TrainingJobDefinition

• Type:
• Required: Yes

TrainingJobDefinitions

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTrainingJobDefinitionOutputTypeDef]
• Required: Yes

HyperParameterTuningJobStatus

• Type: typing.Literal['Completed', 'DeleteFailed', 'Deleting', 'Failed', 'InProgress', 'Stopped', 'Stopping']
• Required: Yes

CreationTime

• Type:
• Required: Yes

HyperParameterTuningEndTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

TrainingJobStatusCounters

• Type:
• Required: Yes

ObjectiveStatusCounters

• Type:
• Required: Yes

BestTrainingJob

• Type:
• Required: Yes

OverallBestTrainingJob

• Type:
• Required: Yes

WarmStartConfig

• Type:
• Required: Yes

Autotune

• Type:
• Required: Yes

FailureReason

• Type:
• Required: Yes

TuningJobCompletionDetails

• Type:
• Required: Yes

ConsumedResources

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeImageRequestImageCreatedWaitTypeDef

ImageName

• Type:
• Required: Yes

WaiterConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.WaiterConfigTypeDef]

DescribeImageRequestImageDeletedWaitTypeDef

ImageName

• Type:
• Required: Yes

WaiterConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.WaiterConfigTypeDef]

DescribeImageRequestImageUpdatedWaitTypeDef

ImageName

• Type:
• Required: Yes

WaiterConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.WaiterConfigTypeDef]

DescribeImageRequestRequestTypeDef

ImageName

• Type:
• Required: Yes

DescribeImageResponseTypeDef

CreationTime

• Type:
• Required: Yes

Description

• Type:
• Required: Yes

DisplayName

• Type:
• Required: Yes

FailureReason

• Type:
• Required: Yes

ImageArn

• Type:
• Required: Yes

ImageName

• Type:
• Required: Yes

ImageStatus

• Type: typing.Literal['CREATED', 'CREATE_FAILED', 'CREATING', 'DELETE_FAILED', 'DELETING', 'UPDATE_FAILED', 'UPDATING']
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeImageVersionRequestImageVersionCreatedWaitTypeDef

ImageName

• Type:
• Required: Yes

Version

• Type: typing.Optional[int]

Alias

• Type: typing.Optional[str]

WaiterConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.WaiterConfigTypeDef]

DescribeImageVersionRequestImageVersionDeletedWaitTypeDef

ImageName

• Type:
• Required: Yes

Version

• Type: typing.Optional[int]

Alias

• Type: typing.Optional[str]

WaiterConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.WaiterConfigTypeDef]

DescribeImageVersionRequestRequestTypeDef

ImageName

• Type:
• Required: Yes

Version

• Type: typing.Optional[int]

Alias

• Type: typing.Optional[str]

DescribeImageVersionResponseTypeDef

BaseImage

• Type:
• Required: Yes

ContainerImage

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

FailureReason

• Type:
• Required: Yes

ImageArn

• Type:
• Required: Yes

ImageVersionArn

• Type:
• Required: Yes

ImageVersionStatus

• Type: typing.Literal['CREATED', 'CREATE_FAILED', 'CREATING', 'DELETE_FAILED', 'DELETING']
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

Version

• Type:
• Required: Yes

VendorGuidance

• Type: typing.Literal['ARCHIVED', 'NOT_PROVIDED', 'STABLE', 'TO_BE_ARCHIVED']
• Required: Yes

JobType

• Type: typing.Literal['INFERENCE', 'NOTEBOOK_KERNEL', 'TRAINING']
• Required: Yes

MLFramework

• Type:
• Required: Yes

ProgrammingLang

• Type:
• Required: Yes

Processor

• Type: typing.Literal['CPU', 'GPU']
• Required: Yes

Horovod

• Type:
• Required: Yes

ReleaseNotes

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeInferenceComponentInputRequestTypeDef

InferenceComponentName

• Type:
• Required: Yes

DescribeInferenceComponentOutputTypeDef

InferenceComponentName

• Type:
• Required: Yes

InferenceComponentArn

• Type:
• Required: Yes

EndpointName

• Type:
• Required: Yes

EndpointArn

• Type:
• Required: Yes

VariantName

• Type:
• Required: Yes

FailureReason

• Type:
• Required: Yes

Specification

• Type:
• Required: Yes

RuntimeConfig

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

InferenceComponentStatus

• Type: typing.Literal['Creating', 'Deleting', 'Failed', 'InService', 'Updating']
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeInferenceExperimentRequestRequestTypeDef

Name

• Type:
• Required: Yes

DescribeInferenceExperimentResponseTypeDef

Arn

• Type:
• Required: Yes

Name

• Type:
• Required: Yes

Type

• Type: typing.Literal['ShadowMode']
• Required: Yes

Schedule

• Type:
• Required: Yes

Status

• Type: typing.Literal['Cancelled', 'Completed', 'Created', 'Creating', 'Running', 'Starting', 'Stopping', 'Updating']
• Required: Yes

StatusReason

• Type:
• Required: Yes

Description

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

CompletionTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

EndpointMetadata

• Type:
• Required: Yes

ModelVariants

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ModelVariantConfigSummaryTypeDef]
• Required: Yes

DataStorageConfig

• Type:
• Required: Yes

ShadowModeConfig

• Type:
• Required: Yes

KmsKey

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeInferenceRecommendationsJobRequestRequestTypeDef

JobName

• Type:
• Required: Yes

DescribeInferenceRecommendationsJobResponseTypeDef

JobName

• Type:
• Required: Yes

JobDescription

• Type:
• Required: Yes

JobType

• Type: typing.Literal['Advanced', 'Default']
• Required: Yes

JobArn

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

Status

• Type: typing.Literal['COMPLETED', 'DELETED', 'DELETING', 'FAILED', 'IN_PROGRESS', 'PENDING', 'STOPPED', 'STOPPING']
• Required: Yes

CreationTime

• Type:
• Required: Yes

CompletionTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

FailureReason

• Type:
• Required: Yes

InputConfig

• Type:
• Required: Yes

StoppingConditions

• Type:
• Required: Yes

InferenceRecommendations

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceRecommendationTypeDef]
• Required: Yes

EndpointPerformances

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.EndpointPerformanceTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeLabelingJobRequestRequestTypeDef

LabelingJobName

• Type:
• Required: Yes

DescribeLabelingJobResponseTypeDef

LabelingJobStatus

• Type: typing.Literal['Completed', 'Failed', 'InProgress', 'Initializing', 'Stopped', 'Stopping']
• Required: Yes

LabelCounters

• Type:
• Required: Yes

FailureReason

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

JobReferenceCode

• Type:
• Required: Yes

LabelingJobName

• Type:
• Required: Yes

LabelingJobArn

• Type:
• Required: Yes

LabelAttributeName

• Type:
• Required: Yes

InputConfig

• Type:
• Required: Yes

OutputConfig

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

LabelCategoryConfigS3Uri

• Type:
• Required: Yes

StoppingConditions

• Type:
• Required: Yes

LabelingJobAlgorithmsConfig

• Type:
• Required: Yes

HumanTaskConfig

• Type:
• Required: Yes

Tags

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]
• Required: Yes

LabelingJobOutput

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeLineageGroupRequestRequestTypeDef

LineageGroupName

• Type:
• Required: Yes

DescribeLineageGroupResponseTypeDef

LineageGroupName

• Type:
• Required: Yes

LineageGroupArn

• Type:
• Required: Yes

DisplayName

• Type:
• Required: Yes

Description

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

CreatedBy

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

LastModifiedBy

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeMlflowTrackingServerRequestRequestTypeDef

TrackingServerName

• Type:
• Required: Yes

DescribeMlflowTrackingServerResponseTypeDef

TrackingServerArn

• Type:
• Required: Yes

TrackingServerName

• Type:
• Required: Yes

ArtifactStoreUri

• Type:
• Required: Yes

TrackingServerSize

• Type: typing.Literal['Large', 'Medium', 'Small']
• Required: Yes

MlflowVersion

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

TrackingServerStatus

• Type: typing.Literal['CreateFailed', 'Created', 'Creating', 'DeleteFailed', 'Deleting', 'MaintenanceComplete', 'MaintenanceFailed', 'MaintenanceInProgress', 'StartFailed', 'Started', 'Starting', 'StopFailed', 'Stopped', 'Stopping', 'UpdateFailed', 'Updated', 'Updating']
• Required: Yes

IsActive

• Type: typing.Literal['Active', 'Inactive']
• Required: Yes

TrackingServerUrl

• Type:
• Required: Yes

WeeklyMaintenanceWindowStart

• Type:
• Required: Yes

AutomaticModelRegistration

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

CreatedBy

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

LastModifiedBy

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeModelBiasJobDefinitionRequestRequestTypeDef

JobDefinitionName

• Type:
• Required: Yes

DescribeModelBiasJobDefinitionResponseTypeDef

JobDefinitionArn

• Type:
• Required: Yes

JobDefinitionName

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

ModelBiasBaselineConfig

• Type:
• Required: Yes

ModelBiasAppSpecification

• Type:
• Required: Yes

ModelBiasJobInput

• Type:
• Required: Yes

ModelBiasJobOutputConfig

• Type:
• Required: Yes

JobResources

• Type:
• Required: Yes

NetworkConfig

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

StoppingCondition

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeModelCardExportJobRequestRequestTypeDef

ModelCardExportJobArn

• Type:
• Required: Yes

DescribeModelCardExportJobResponseTypeDef

ModelCardExportJobName

• Type:
• Required: Yes

ModelCardExportJobArn

• Type:
• Required: Yes

Status

• Type: typing.Literal['Completed', 'Failed', 'InProgress']
• Required: Yes

ModelCardName

• Type:
• Required: Yes

ModelCardVersion

• Type:
• Required: Yes

OutputConfig

• Type:
• Required: Yes

CreatedAt

• Type:
• Required: Yes

LastModifiedAt

• Type:
• Required: Yes

FailureReason

• Type:
• Required: Yes

ExportArtifacts

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeModelCardRequestRequestTypeDef

ModelCardName

• Type:
• Required: Yes

ModelCardVersion

• Type: typing.Optional[int]

DescribeModelCardResponseTypeDef

ModelCardArn

• Type:
• Required: Yes

ModelCardName

• Type:
• Required: Yes

ModelCardVersion

• Type:
• Required: Yes

Content

• Type:
• Required: Yes

ModelCardStatus

• Type: typing.Literal['Approved', 'Archived', 'Draft', 'PendingReview']
• Required: Yes

SecurityConfig

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

CreatedBy

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

LastModifiedBy

• Type:
• Required: Yes

ModelCardProcessingStatus

• Type: typing.Literal['ContentDeleted', 'DeleteCompleted', 'DeleteFailed', 'DeleteInProgress', 'DeletePending', 'ExportJobsDeleted']
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeModelExplainabilityJobDefinitionRequestRequestTypeDef

JobDefinitionName

• Type:
• Required: Yes

DescribeModelExplainabilityJobDefinitionResponseTypeDef

JobDefinitionArn

• Type:
• Required: Yes

JobDefinitionName

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

ModelExplainabilityBaselineConfig

• Type:
• Required: Yes

ModelExplainabilityAppSpecification

• Type:
• Required: Yes

ModelExplainabilityJobInput

• Type:
• Required: Yes

ModelExplainabilityJobOutputConfig

• Type:
• Required: Yes

JobResources

• Type:
• Required: Yes

NetworkConfig

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

StoppingCondition

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeModelInputRequestTypeDef

ModelName

• Type:
• Required: Yes

DescribeModelOutputTypeDef

ModelName

• Type:
• Required: Yes

PrimaryContainer

• Type:
• Required: Yes

Containers

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ContainerDefinitionOutputTypeDef]
• Required: Yes

InferenceExecutionConfig

• Type:
• Required: Yes

ExecutionRoleArn

• Type:
• Required: Yes

VpcConfig

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

ModelArn

• Type:
• Required: Yes

EnableNetworkIsolation

• Type:
• Required: Yes

DeploymentRecommendation

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeModelPackageGroupInputRequestTypeDef

ModelPackageGroupName

• Type:
• Required: Yes

DescribeModelPackageGroupOutputTypeDef

ModelPackageGroupName

• Type:
• Required: Yes

ModelPackageGroupArn

• Type:
• Required: Yes

ModelPackageGroupDescription

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

CreatedBy

• Type:
• Required: Yes

ModelPackageGroupStatus

• Type: typing.Literal['Completed', 'DeleteFailed', 'Deleting', 'Failed', 'InProgress', 'Pending']
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeModelPackageInputRequestTypeDef

ModelPackageName

• Type:
• Required: Yes

DescribeModelPackageOutputTypeDef

ModelPackageName

• Type:
• Required: Yes

ModelPackageGroupName

• Type:
• Required: Yes

ModelPackageVersion

• Type:
• Required: Yes

ModelPackageArn

• Type:
• Required: Yes

ModelPackageDescription

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

InferenceSpecification

• Type:
• Required: Yes

SourceAlgorithmSpecification

• Type:
• Required: Yes

ValidationSpecification

• Type:
• Required: Yes

ModelPackageStatus

• Type: typing.Literal['Completed', 'Deleting', 'Failed', 'InProgress', 'Pending']
• Required: Yes

ModelPackageStatusDetails

• Type:
• Required: Yes

CertifyForMarketplace

• Type:
• Required: Yes

ModelApprovalStatus

• Type: typing.Literal['Approved', 'PendingManualApproval', 'Rejected']
• Required: Yes

CreatedBy

• Type:
• Required: Yes

MetadataProperties

• Type:
• Required: Yes

ModelMetrics

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

LastModifiedBy

• Type:
• Required: Yes

ApprovalDescription

• Type:
• Required: Yes

Domain

• Type:
• Required: Yes

Task

• Type:
• Required: Yes

SamplePayloadUrl

• Type:
• Required: Yes

CustomerMetadataProperties

• Type: typing.Dict[str, str]
• Required: Yes

DriftCheckBaselines

• Type:
• Required: Yes

AdditionalInferenceSpecifications

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AdditionalInferenceSpecificationDefinitionOutputTypeDef]
• Required: Yes

SkipModelValidation

• Type: typing.Literal['All', 'None']
• Required: Yes

SourceUri

• Type:
• Required: Yes

SecurityConfig

• Type:
• Required: Yes

ModelCard

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeModelQualityJobDefinitionRequestRequestTypeDef

JobDefinitionName

• Type:
• Required: Yes

DescribeModelQualityJobDefinitionResponseTypeDef

JobDefinitionArn

• Type:
• Required: Yes

JobDefinitionName

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

ModelQualityBaselineConfig

• Type:
• Required: Yes

ModelQualityAppSpecification

• Type:
• Required: Yes

ModelQualityJobInput

• Type:
• Required: Yes

ModelQualityJobOutputConfig

• Type:
• Required: Yes

JobResources

• Type:
• Required: Yes

NetworkConfig

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

StoppingCondition

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeMonitoringScheduleRequestRequestTypeDef

MonitoringScheduleName

• Type:
• Required: Yes

DescribeMonitoringScheduleResponseTypeDef

MonitoringScheduleArn

• Type:
• Required: Yes

MonitoringScheduleName

• Type:
• Required: Yes

MonitoringScheduleStatus

• Type: typing.Literal['Failed', 'Pending', 'Scheduled', 'Stopped']
• Required: Yes

MonitoringType

• Type: typing.Literal['DataQuality', 'ModelBias', 'ModelExplainability', 'ModelQuality']
• Required: Yes

FailureReason

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

MonitoringScheduleConfig

• Type:
• Required: Yes

EndpointName

• Type:
• Required: Yes

LastMonitoringExecutionSummary

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeNotebookInstanceInputNotebookInstanceDeletedWaitTypeDef

NotebookInstanceName

• Type:
• Required: Yes

WaiterConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.WaiterConfigTypeDef]

DescribeNotebookInstanceInputNotebookInstanceInServiceWaitTypeDef

NotebookInstanceName

• Type:
• Required: Yes

WaiterConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.WaiterConfigTypeDef]

DescribeNotebookInstanceInputNotebookInstanceStoppedWaitTypeDef

NotebookInstanceName

• Type:
• Required: Yes

WaiterConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.WaiterConfigTypeDef]

DescribeNotebookInstanceInputRequestTypeDef

NotebookInstanceName

• Type:
• Required: Yes

DescribeNotebookInstanceLifecycleConfigInputRequestTypeDef

NotebookInstanceLifecycleConfigName

• Type:
• Required: Yes

DescribeNotebookInstanceLifecycleConfigOutputTypeDef

NotebookInstanceLifecycleConfigArn

• Type:
• Required: Yes

NotebookInstanceLifecycleConfigName

• Type:
• Required: Yes

OnCreate

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.NotebookInstanceLifecycleHookTypeDef]
• Required: Yes

OnStart

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.NotebookInstanceLifecycleHookTypeDef]
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeNotebookInstanceOutputTypeDef

NotebookInstanceArn

• Type:
• Required: Yes

NotebookInstanceName

• Type:
• Required: Yes

NotebookInstanceStatus

• Type: typing.Literal['Deleting', 'Failed', 'InService', 'Pending', 'Stopped', 'Stopping', 'Updating']
• Required: Yes

FailureReason

• Type:
• Required: Yes

Url

• Type:
• Required: Yes

InstanceType

• Type: typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.c5d.18xlarge', 'ml.c5d.2xlarge', 'ml.c5d.4xlarge', 'ml.c5d.9xlarge', 'ml.c5d.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c6id.12xlarge', 'ml.c6id.16xlarge', 'ml.c6id.24xlarge', 'ml.c6id.2xlarge', 'ml.c6id.32xlarge', 'ml.c6id.4xlarge', 'ml.c6id.8xlarge', 'ml.c6id.large', 'ml.c6id.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.inf1.24xlarge', 'ml.inf1.2xlarge', 'ml.inf1.6xlarge', 'ml.inf1.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.xlarge', 'ml.m5d.12xlarge', 'ml.m5d.16xlarge', 'ml.m5d.24xlarge', 'ml.m5d.2xlarge', 'ml.m5d.4xlarge', 'ml.m5d.8xlarge', 'ml.m5d.large', 'ml.m5d.xlarge', 'ml.m6i.12xlarge', 'ml.m6i.16xlarge', 'ml.m6i.24xlarge', 'ml.m6i.2xlarge', 'ml.m6i.32xlarge', 'ml.m6i.4xlarge', 'ml.m6i.8xlarge', 'ml.m6i.large', 'ml.m6i.xlarge', 'ml.m6id.12xlarge', 'ml.m6id.16xlarge', 'ml.m6id.24xlarge', 'ml.m6id.2xlarge', 'ml.m6id.32xlarge', 'ml.m6id.4xlarge', 'ml.m6id.8xlarge', 'ml.m6id.large', 'ml.m6id.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p3dn.24xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.r5.12xlarge', 'ml.r5.16xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.8xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.r6i.12xlarge', 'ml.r6i.16xlarge', 'ml.r6i.24xlarge', 'ml.r6i.2xlarge', 'ml.r6i.32xlarge', 'ml.r6i.4xlarge', 'ml.r6i.8xlarge', 'ml.r6i.large', 'ml.r6i.xlarge', 'ml.r6id.12xlarge', 'ml.r6id.16xlarge', 'ml.r6id.24xlarge', 'ml.r6id.2xlarge', 'ml.r6id.32xlarge', 'ml.r6id.4xlarge', 'ml.r6id.8xlarge', 'ml.r6id.large', 'ml.r6id.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge']
• Required: Yes

SubnetId

• Type:
• Required: Yes

SecurityGroups

• Type: typing.List[str]
• Required: Yes

RoleArn

• Type:
• Required: Yes

KmsKeyId

• Type:
• Required: Yes

NetworkInterfaceId

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

NotebookInstanceLifecycleConfigName

• Type:
• Required: Yes

DirectInternetAccess

• Type: typing.Literal['Disabled', 'Enabled']
• Required: Yes

VolumeSizeInGB

• Type:
• Required: Yes

AcceleratorTypes

• Type: typing.List[typing.Literal['ml.eia1.large', 'ml.eia1.medium', 'ml.eia1.xlarge', 'ml.eia2.large', 'ml.eia2.medium', 'ml.eia2.xlarge']]
• Required: Yes

DefaultCodeRepository

• Type:
• Required: Yes

AdditionalCodeRepositories

• Type: typing.List[str]
• Required: Yes

RootAccess

• Type: typing.Literal['Disabled', 'Enabled']
• Required: Yes

PlatformIdentifier

• Type:
• Required: Yes

InstanceMetadataServiceConfiguration

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeOptimizationJobRequestRequestTypeDef

OptimizationJobName

• Type:
• Required: Yes

DescribeOptimizationJobResponseTypeDef

OptimizationJobArn

• Type:
• Required: Yes

OptimizationJobStatus

• Type: typing.Literal['COMPLETED', 'FAILED', 'INPROGRESS', 'STARTING', 'STOPPED', 'STOPPING']
• Required: Yes

OptimizationStartTime

• Type:
• Required: Yes

OptimizationEndTime

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

FailureReason

• Type:
• Required: Yes

OptimizationJobName

• Type:
• Required: Yes

ModelSource

• Type:
• Required: Yes

OptimizationEnvironment

• Type: typing.Dict[str, str]
• Required: Yes

DeploymentInstanceType

• Type: typing.Literal['ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.inf2.24xlarge', 'ml.inf2.48xlarge', 'ml.inf2.8xlarge', 'ml.inf2.xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']
• Required: Yes

OptimizationConfigs

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.OptimizationConfigOutputTypeDef]
• Required: Yes

OutputConfig

• Type:
• Required: Yes

OptimizationOutput

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

StoppingCondition

• Type:
• Required: Yes

VpcConfig

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribePipelineDefinitionForExecutionRequestRequestTypeDef

PipelineExecutionArn

• Type:
• Required: Yes

DescribePipelineDefinitionForExecutionResponseTypeDef

PipelineDefinition

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribePipelineExecutionRequestRequestTypeDef

PipelineExecutionArn

• Type:
• Required: Yes

DescribePipelineExecutionResponseTypeDef

PipelineArn

• Type:
• Required: Yes

PipelineExecutionArn

• Type:
• Required: Yes

PipelineExecutionDisplayName

• Type:
• Required: Yes

PipelineExecutionStatus

• Type: typing.Literal['Executing', 'Failed', 'Stopped', 'Stopping', 'Succeeded']
• Required: Yes

PipelineExecutionDescription

• Type:
• Required: Yes

PipelineExperimentConfig

• Type:
• Required: Yes

FailureReason

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

CreatedBy

• Type:
• Required: Yes

LastModifiedBy

• Type:
• Required: Yes

ParallelismConfiguration

• Type:
• Required: Yes

SelectiveExecutionConfig

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribePipelineRequestRequestTypeDef

PipelineName

• Type:
• Required: Yes

DescribePipelineResponseTypeDef

PipelineArn

• Type:
• Required: Yes

PipelineName

• Type:
• Required: Yes

PipelineDisplayName

• Type:
• Required: Yes

PipelineDefinition

• Type:
• Required: Yes

PipelineDescription

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

PipelineStatus

• Type: typing.Literal['Active', 'Deleting']
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

LastRunTime

• Type:
• Required: Yes

CreatedBy

• Type:
• Required: Yes

LastModifiedBy

• Type:
• Required: Yes

ParallelismConfiguration

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeProcessingJobRequestProcessingJobCompletedOrStoppedWaitTypeDef

ProcessingJobName

• Type:
• Required: Yes

WaiterConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.WaiterConfigTypeDef]

DescribeProcessingJobRequestRequestTypeDef

ProcessingJobName

• Type:
• Required: Yes

DescribeProcessingJobResponseTypeDef

ProcessingInputs

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ProcessingInputTypeDef]
• Required: Yes

ProcessingOutputConfig

• Type:
• Required: Yes

ProcessingJobName

• Type:
• Required: Yes

ProcessingResources

• Type:
• Required: Yes

StoppingCondition

• Type:
• Required: Yes

AppSpecification

• Type:
• Required: Yes

Environment

• Type: typing.Dict[str, str]
• Required: Yes

NetworkConfig

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

ExperimentConfig

• Type:
• Required: Yes

ProcessingJobArn

• Type:
• Required: Yes

ProcessingJobStatus

• Type: typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']
• Required: Yes

ExitMessage

• Type:
• Required: Yes

FailureReason

• Type:
• Required: Yes

ProcessingEndTime

• Type:
• Required: Yes

ProcessingStartTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

MonitoringScheduleArn

• Type:
• Required: Yes

AutoMLJobArn

• Type:
• Required: Yes

TrainingJobArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeProjectInputRequestTypeDef

ProjectName

• Type:
• Required: Yes

DescribeProjectOutputTypeDef

ProjectArn

• Type:
• Required: Yes

ProjectName

• Type:
• Required: Yes

ProjectId

• Type:
• Required: Yes

ProjectDescription

• Type:
• Required: Yes

ServiceCatalogProvisioningDetails

• Type:
• Required: Yes

ServiceCatalogProvisionedProductDetails

• Type:
• Required: Yes

ProjectStatus

• Type: typing.Literal['CreateCompleted', 'CreateFailed', 'CreateInProgress', 'DeleteCompleted', 'DeleteFailed', 'DeleteInProgress', 'Pending', 'UpdateCompleted', 'UpdateFailed', 'UpdateInProgress']
• Required: Yes

CreatedBy

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

LastModifiedBy

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeSpaceRequestRequestTypeDef

DomainId

• Type:
• Required: Yes

SpaceName

• Type:
• Required: Yes

DescribeSpaceResponseTypeDef

DomainId

• Type:
• Required: Yes

SpaceArn

• Type:
• Required: Yes

SpaceName

• Type:
• Required: Yes

HomeEfsFileSystemUid

• Type:
• Required: Yes

Status

• Type: typing.Literal['Delete_Failed', 'Deleting', 'Failed', 'InService', 'Pending', 'Update_Failed', 'Updating']
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

FailureReason

• Type:
• Required: Yes

SpaceSettings

• Type:
• Required: Yes

OwnershipSettings

• Type:
• Required: Yes

SpaceSharingSettings

• Type:
• Required: Yes

SpaceDisplayName

• Type:
• Required: Yes

Url

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeStudioLifecycleConfigRequestRequestTypeDef

StudioLifecycleConfigName

• Type:
• Required: Yes

DescribeStudioLifecycleConfigResponseTypeDef

StudioLifecycleConfigArn

• Type:
• Required: Yes

StudioLifecycleConfigName

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

StudioLifecycleConfigContent

• Type:
• Required: Yes

StudioLifecycleConfigAppType

• Type: typing.Literal['CodeEditor', 'JupyterLab', 'JupyterServer', 'KernelGateway']
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeSubscribedWorkteamRequestRequestTypeDef

WorkteamArn

• Type:
• Required: Yes

DescribeSubscribedWorkteamResponseTypeDef

SubscribedWorkteam

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeTrainingJobRequestRequestTypeDef

TrainingJobName

• Type:
• Required: Yes

DescribeTrainingJobRequestTrainingJobCompletedOrStoppedWaitTypeDef

TrainingJobName

• Type:
• Required: Yes

WaiterConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.WaiterConfigTypeDef]

DescribeTrainingJobResponseTypeDef

TrainingJobName

• Type:
• Required: Yes

TrainingJobArn

• Type:
• Required: Yes

TuningJobArn

• Type:
• Required: Yes

LabelingJobArn

• Type:
• Required: Yes

AutoMLJobArn

• Type:
• Required: Yes

ModelArtifacts

• Type:
• Required: Yes

TrainingJobStatus

• Type: typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']
• Required: Yes

SecondaryStatus

• Type: typing.Literal['Completed', 'Downloading', 'DownloadingTrainingImage', 'Failed', 'Interrupted', 'LaunchingMLInstances', 'MaxRuntimeExceeded', 'MaxWaitTimeExceeded', 'Pending', 'PreparingTrainingStack', 'Restarting', 'Starting', 'Stopped', 'Stopping', 'Training', 'Updating', 'Uploading']
• Required: Yes

FailureReason

• Type:
• Required: Yes

HyperParameters

• Type: typing.Dict[str, str]
• Required: Yes

AlgorithmSpecification

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

InputDataConfig

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ChannelOutputTypeDef]
• Required: Yes

OutputDataConfig

• Type:
• Required: Yes

ResourceConfig

• Type:
• Required: Yes

WarmPoolStatus

• Type:
• Required: Yes

VpcConfig

• Type:
• Required: Yes

StoppingCondition

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

TrainingStartTime

• Type:
• Required: Yes

TrainingEndTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

SecondaryStatusTransitions

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.SecondaryStatusTransitionTypeDef]
• Required: Yes

FinalMetricDataList

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.MetricDataTypeDef]
• Required: Yes

EnableNetworkIsolation

• Type:
• Required: Yes

EnableInterContainerTrafficEncryption

• Type:
• Required: Yes

EnableManagedSpotTraining

• Type:
• Required: Yes

CheckpointConfig

• Type:
• Required: Yes

TrainingTimeInSeconds

• Type:
• Required: Yes

BillableTimeInSeconds

• Type:
• Required: Yes

DebugHookConfig

• Type:
• Required: Yes

ExperimentConfig

• Type:
• Required: Yes

DebugRuleConfigurations

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.DebugRuleConfigurationOutputTypeDef]
• Required: Yes

TensorBoardOutputConfig

• Type:
• Required: Yes

DebugRuleEvaluationStatuses

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.DebugRuleEvaluationStatusTypeDef]
• Required: Yes

ProfilerConfig

• Type:
• Required: Yes

ProfilerRuleConfigurations

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ProfilerRuleConfigurationOutputTypeDef]
• Required: Yes

ProfilerRuleEvaluationStatuses

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ProfilerRuleEvaluationStatusTypeDef]
• Required: Yes

ProfilingStatus

• Type: typing.Literal['Disabled', 'Enabled']
• Required: Yes

Environment

• Type: typing.Dict[str, str]
• Required: Yes

RetryStrategy

• Type:
• Required: Yes

RemoteDebugConfig

• Type:
• Required: Yes

InfraCheckConfig

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeTransformJobRequestRequestTypeDef

TransformJobName

• Type:
• Required: Yes

DescribeTransformJobRequestTransformJobCompletedOrStoppedWaitTypeDef

TransformJobName

• Type:
• Required: Yes

WaiterConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.WaiterConfigTypeDef]

DescribeTransformJobResponseTypeDef

TransformJobName

• Type:
• Required: Yes

TransformJobArn

• Type:
• Required: Yes

TransformJobStatus

• Type: typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']
• Required: Yes

FailureReason

• Type:
• Required: Yes

ModelName

• Type:
• Required: Yes

MaxConcurrentTransforms

• Type:
• Required: Yes

ModelClientConfig

• Type:
• Required: Yes

MaxPayloadInMB

• Type:
• Required: Yes

BatchStrategy

• Type: typing.Literal['MultiRecord', 'SingleRecord']
• Required: Yes

Environment

• Type: typing.Dict[str, str]
• Required: Yes

TransformInput

• Type:
• Required: Yes

TransformOutput

• Type:
• Required: Yes

DataCaptureConfig

• Type:
• Required: Yes

TransformResources

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

TransformStartTime

• Type:
• Required: Yes

TransformEndTime

• Type:
• Required: Yes

LabelingJobArn

• Type:
• Required: Yes

AutoMLJobArn

• Type:
• Required: Yes

DataProcessing

• Type:
• Required: Yes

ExperimentConfig

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeTrialComponentRequestRequestTypeDef

TrialComponentName

• Type:
• Required: Yes

DescribeTrialComponentResponseTypeDef

TrialComponentName

• Type:
• Required: Yes

TrialComponentArn

• Type:
• Required: Yes

DisplayName

• Type:
• Required: Yes

Source

• Type:
• Required: Yes

Status

• Type:
• Required: Yes

StartTime

• Type:
• Required: Yes

EndTime

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

CreatedBy

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

LastModifiedBy

• Type:
• Required: Yes

Parameters

• Type: typing.Dict[str, aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentParameterValueTypeDef]
• Required: Yes

InputArtifacts

• Type: typing.Dict[str, aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentArtifactTypeDef]
• Required: Yes

OutputArtifacts

• Type: typing.Dict[str, aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentArtifactTypeDef]
• Required: Yes

MetadataProperties

• Type:
• Required: Yes

Metrics

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentMetricSummaryTypeDef]
• Required: Yes

LineageGroupArn

• Type:
• Required: Yes

Sources

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentSourceTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeTrialRequestRequestTypeDef

TrialName

• Type:
• Required: Yes

DescribeTrialResponseTypeDef

TrialName

• Type:
• Required: Yes

TrialArn

• Type:
• Required: Yes

DisplayName

• Type:
• Required: Yes

ExperimentName

• Type:
• Required: Yes

Source

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

CreatedBy

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

LastModifiedBy

• Type:
• Required: Yes

MetadataProperties

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeUserProfileRequestRequestTypeDef

DomainId

• Type:
• Required: Yes

UserProfileName

• Type:
• Required: Yes

DescribeUserProfileResponseTypeDef

DomainId

• Type:
• Required: Yes

UserProfileArn

• Type:
• Required: Yes

UserProfileName

• Type:
• Required: Yes

HomeEfsFileSystemUid

• Type:
• Required: Yes

Status

• Type: typing.Literal['Delete_Failed', 'Deleting', 'Failed', 'InService', 'Pending', 'Update_Failed', 'Updating']
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

FailureReason

• Type:
• Required: Yes

SingleSignOnUserIdentifier

• Type:
• Required: Yes

SingleSignOnUserValue

• Type:
• Required: Yes

UserSettings

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeWorkforceRequestRequestTypeDef

WorkforceName

• Type:
• Required: Yes

DescribeWorkforceResponseTypeDef

Workforce

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeWorkteamRequestRequestTypeDef

WorkteamName

• Type:
• Required: Yes

DescribeWorkteamResponseTypeDef

Workteam

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DesiredWeightAndCapacityTypeDef

VariantName

• Type:
• Required: Yes

DesiredWeight

• Type: typing.Optional[float]

DesiredInstanceCount

• Type: typing.Optional[int]

ServerlessUpdateConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantServerlessUpdateConfigTypeDef]

DeviceDeploymentSummaryTypeDef

EdgeDeploymentPlanArn

• Type:
• Required: Yes

EdgeDeploymentPlanName

• Type:
• Required: Yes

StageName

• Type:
• Required: Yes

DeviceName

• Type:
• Required: Yes

DeviceArn

• Type:
• Required: Yes

DeployedStageName

• Type: typing.Optional[str]

DeviceFleetName

• Type: typing.Optional[str]

DeviceDeploymentStatus

• Type: typing.Optional[typing.Literal['DEPLOYED', 'FAILED', 'INPROGRESS', 'READYTODEPLOY', 'STOPPED', 'STOPPING']]

DeviceDeploymentStatusMessage

• Type: typing.Optional[str]

Description

• Type: typing.Optional[str]

DeploymentStartTime

• Type: typing.Optional[datetime.datetime]

DeviceFleetSummaryTypeDef

DeviceFleetArn

• Type:
• Required: Yes

DeviceFleetName

• Type:
• Required: Yes

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

DeviceSelectionConfigOutputTypeDef

DeviceSubsetType

• Type: typing.Literal['NAMECONTAINS', 'PERCENTAGE', 'SELECTION']
• Required: Yes

Percentage

• Type: typing.Optional[int]

DeviceNames

• Type: typing.Optional[typing.List[str]]

DeviceNameContains

• Type: typing.Optional[str]

DeviceSelectionConfigTypeDef

DeviceSubsetType

• Type: typing.Literal['NAMECONTAINS', 'PERCENTAGE', 'SELECTION']
• Required: Yes

Percentage

• Type: typing.Optional[int]

DeviceNames

• Type: typing.Optional[typing.Sequence[str]]

DeviceNameContains

• Type: typing.Optional[str]

DeviceStatsTypeDef

ConnectedDeviceCount

• Type:
• Required: Yes

RegisteredDeviceCount

• Type:
• Required: Yes

DeviceSummaryTypeDef

DeviceName

• Type:
• Required: Yes

DeviceArn

• Type:
• Required: Yes

Description

• Type: typing.Optional[str]

DeviceFleetName

• Type: typing.Optional[str]

IotThingName

• Type: typing.Optional[str]

RegistrationTime

• Type: typing.Optional[datetime.datetime]

LatestHeartbeat

• Type: typing.Optional[datetime.datetime]

Models

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.EdgeModelSummaryTypeDef]]

AgentVersion

• Type: typing.Optional[str]

DeviceTypeDef

DeviceName

• Type:
• Required: Yes

Description

• Type: typing.Optional[str]

IotThingName

• Type: typing.Optional[str]

DirectDeploySettingsTypeDef

Status

• Type: typing.Optional[typing.Literal['DISABLED', 'ENABLED']]

DisassociateTrialComponentRequestRequestTypeDef

TrialComponentName

• Type:
• Required: Yes

TrialName

• Type:
• Required: Yes

DisassociateTrialComponentResponseTypeDef

TrialComponentArn

• Type:
• Required: Yes

TrialArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DockerSettingsOutputTypeDef

EnableDockerAccess

• Type: typing.Optional[typing.Literal['DISABLED', 'ENABLED']]

VpcOnlyTrustedAccounts

• Type: typing.Optional[typing.List[str]]

DockerSettingsTypeDef

EnableDockerAccess

• Type: typing.Optional[typing.Literal['DISABLED', 'ENABLED']]

VpcOnlyTrustedAccounts

• Type: typing.Optional[typing.Sequence[str]]

DomainDetailsTypeDef

DomainArn

• Type: typing.Optional[str]

DomainId

• Type: typing.Optional[str]

DomainName

• Type: typing.Optional[str]

Status

• Type: typing.Optional[typing.Literal['Delete_Failed', 'Deleting', 'Failed', 'InService', 'Pending', 'Update_Failed', 'Updating']]

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

Url

• Type: typing.Optional[str]

DomainSettingsForUpdateTypeDef

RStudioServerProDomainSettingsForUpdate

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RStudioServerProDomainSettingsForUpdateTypeDef]

ExecutionRoleIdentityConfig

• Type: typing.Optional[typing.Literal['DISABLED', 'USER_PROFILE_NAME']]

SecurityGroupIds

• Type: typing.Optional[typing.Sequence[str]]

DockerSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DockerSettingsTypeDef]

AmazonQSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AmazonQSettingsTypeDef]

DomainSettingsOutputTypeDef

SecurityGroupIds

• Type: typing.Optional[typing.List[str]]

RStudioServerProDomainSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RStudioServerProDomainSettingsTypeDef]

ExecutionRoleIdentityConfig

• Type: typing.Optional[typing.Literal['DISABLED', 'USER_PROFILE_NAME']]

DockerSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DockerSettingsOutputTypeDef]

AmazonQSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AmazonQSettingsTypeDef]

DomainSettingsTypeDef

SecurityGroupIds

• Type: typing.Optional[typing.Sequence[str]]

RStudioServerProDomainSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RStudioServerProDomainSettingsTypeDef]

ExecutionRoleIdentityConfig

• Type: typing.Optional[typing.Literal['DISABLED', 'USER_PROFILE_NAME']]

DockerSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DockerSettingsTypeDef]

AmazonQSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AmazonQSettingsTypeDef]

DriftCheckBaselinesTypeDef

Bias

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DriftCheckBiasTypeDef]

Explainability

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DriftCheckExplainabilityTypeDef]

ModelQuality

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DriftCheckModelQualityTypeDef]

ModelDataQuality

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DriftCheckModelDataQualityTypeDef]

DriftCheckBiasTypeDef

ConfigFile

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.FileSourceTypeDef]

PreTrainingConstraints

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MetricsSourceTypeDef]

PostTrainingConstraints

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MetricsSourceTypeDef]

DriftCheckExplainabilityTypeDef

Constraints

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MetricsSourceTypeDef]

ConfigFile

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.FileSourceTypeDef]

DriftCheckModelDataQualityTypeDef

Statistics

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MetricsSourceTypeDef]

Constraints

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MetricsSourceTypeDef]

DriftCheckModelQualityTypeDef

Statistics

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MetricsSourceTypeDef]

Constraints

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MetricsSourceTypeDef]

DynamicScalingConfigurationTypeDef

MinCapacity

• Type: typing.Optional[int]

MaxCapacity

• Type: typing.Optional[int]

ScaleInCooldown

• Type: typing.Optional[int]

ScaleOutCooldown

• Type: typing.Optional[int]

ScalingPolicies

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ScalingPolicyTypeDef]]

EFSFileSystemConfigTypeDef

FileSystemId

• Type:
• Required: Yes

FileSystemPath

• Type: typing.Optional[str]

EFSFileSystemTypeDef

FileSystemId

• Type:
• Required: Yes

EMRStepMetadataTypeDef

ClusterId

• Type: typing.Optional[str]

StepId

• Type: typing.Optional[str]

StepName

• Type: typing.Optional[str]

LogFilePath

• Type: typing.Optional[str]

EbsStorageSettingsTypeDef

EbsVolumeSizeInGb

• Type:
• Required: Yes

EdgeDeploymentConfigTypeDef

FailureHandlingPolicy

• Type: typing.Literal['DO_NOTHING', 'ROLLBACK_ON_FAILURE']
• Required: Yes

EdgeDeploymentModelConfigTypeDef

ModelHandle

• Type:
• Required: Yes

EdgePackagingJobName

• Type:
• Required: Yes

EdgeDeploymentPlanSummaryTypeDef

EdgeDeploymentPlanArn

• Type:
• Required: Yes

EdgeDeploymentPlanName

• Type:
• Required: Yes

DeviceFleetName

• Type:
• Required: Yes

EdgeDeploymentSuccess

• Type:
• Required: Yes

EdgeDeploymentPending

• Type:
• Required: Yes

EdgeDeploymentFailed

• Type:
• Required: Yes

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

EdgeDeploymentStatusTypeDef

StageStatus

• Type: typing.Literal['CREATING', 'DEPLOYED', 'FAILED', 'INPROGRESS', 'READYTODEPLOY', 'STARTING', 'STOPPED', 'STOPPING']
• Required: Yes

EdgeDeploymentSuccessInStage

• Type:
• Required: Yes

EdgeDeploymentPendingInStage

• Type:
• Required: Yes

EdgeDeploymentFailedInStage

• Type:
• Required: Yes

EdgeDeploymentStatusMessage

• Type: typing.Optional[str]

EdgeDeploymentStageStartTime

• Type: typing.Optional[datetime.datetime]

EdgeModelStatTypeDef

ModelName

• Type:
• Required: Yes

ModelVersion

• Type:
• Required: Yes

OfflineDeviceCount

• Type:
• Required: Yes

ConnectedDeviceCount

• Type:
• Required: Yes

ActiveDeviceCount

• Type:
• Required: Yes

SamplingDeviceCount

• Type:
• Required: Yes

EdgeModelSummaryTypeDef

ModelName

• Type:
• Required: Yes

ModelVersion

• Type:
• Required: Yes

EdgeModelTypeDef

ModelName

• Type:
• Required: Yes

ModelVersion

• Type:
• Required: Yes

LatestSampleTime

• Type: typing.Optional[datetime.datetime]

LatestInference

• Type: typing.Optional[datetime.datetime]

EdgeOutputConfigTypeDef

S3OutputLocation

• Type:
• Required: Yes

KmsKeyId

• Type: typing.Optional[str]

PresetDeploymentType

• Type: typing.Optional[typing.Literal['GreengrassV2Component']]

PresetDeploymentConfig

• Type: typing.Optional[str]

EdgePackagingJobSummaryTypeDef

EdgePackagingJobArn

• Type:
• Required: Yes

EdgePackagingJobName

• Type:
• Required: Yes

EdgePackagingJobStatus

• Type: typing.Literal['COMPLETED', 'FAILED', 'INPROGRESS', 'STARTING', 'STOPPED', 'STOPPING']
• Required: Yes

CompilationJobName

• Type: typing.Optional[str]

ModelName

• Type: typing.Optional[str]

ModelVersion

• Type: typing.Optional[str]

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

EdgePresetDeploymentOutputTypeDef

Type

• Type: typing.Literal['GreengrassV2Component']
• Required: Yes

Artifact

• Type: typing.Optional[str]

Status

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED']]

StatusMessage

• Type: typing.Optional[str]

EdgeTypeDef

SourceArn

• Type: typing.Optional[str]

DestinationArn

• Type: typing.Optional[str]

AssociationType

• Type: typing.Optional[typing.Literal['AssociatedWith', 'ContributedTo', 'DerivedFrom', 'Produced', 'SameAs']]

EmptyResponseMetadataTypeDef

ResponseMetadata

• Type:
• Required: Yes

EndpointConfigSummaryTypeDef

EndpointConfigName

• Type:
• Required: Yes

EndpointConfigArn

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

EndpointInfoTypeDef

EndpointName

• Type: typing.Optional[str]

EndpointInputConfigurationOutputTypeDef

InstanceType

• Type: typing.Optional[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.large', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.large', 'ml.c5.xlarge', 'ml.c5d.18xlarge', 'ml.c5d.2xlarge', 'ml.c5d.4xlarge', 'ml.c5d.9xlarge', 'ml.c5d.large', 'ml.c5d.xlarge', 'ml.c6g.12xlarge', 'ml.c6g.16xlarge', 'ml.c6g.2xlarge', 'ml.c6g.4xlarge', 'ml.c6g.8xlarge', 'ml.c6g.large', 'ml.c6g.xlarge', 'ml.c6gd.12xlarge', 'ml.c6gd.16xlarge', 'ml.c6gd.2xlarge', 'ml.c6gd.4xlarge', 'ml.c6gd.8xlarge', 'ml.c6gd.large', 'ml.c6gd.xlarge', 'ml.c6gn.12xlarge', 'ml.c6gn.16xlarge', 'ml.c6gn.2xlarge', 'ml.c6gn.4xlarge', 'ml.c6gn.8xlarge', 'ml.c6gn.large', 'ml.c6gn.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c7g.12xlarge', 'ml.c7g.16xlarge', 'ml.c7g.2xlarge', 'ml.c7g.4xlarge', 'ml.c7g.8xlarge', 'ml.c7g.large', 'ml.c7g.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.dl1.24xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.inf1.24xlarge', 'ml.inf1.2xlarge', 'ml.inf1.6xlarge', 'ml.inf1.xlarge', 'ml.inf2.24xlarge', 'ml.inf2.48xlarge', 'ml.inf2.8xlarge', 'ml.inf2.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m5d.12xlarge', 'ml.m5d.24xlarge', 'ml.m5d.2xlarge', 'ml.m5d.4xlarge', 'ml.m5d.large', 'ml.m5d.xlarge', 'ml.m6g.12xlarge', 'ml.m6g.16xlarge', 'ml.m6g.2xlarge', 'ml.m6g.4xlarge', 'ml.m6g.8xlarge', 'ml.m6g.large', 'ml.m6g.xlarge', 'ml.m6gd.12xlarge', 'ml.m6gd.16xlarge', 'ml.m6gd.2xlarge', 'ml.m6gd.4xlarge', 'ml.m6gd.8xlarge', 'ml.m6gd.large', 'ml.m6gd.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.r5.12xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.r5d.12xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.large', 'ml.r5d.xlarge', 'ml.r6g.12xlarge', 'ml.r6g.16xlarge', 'ml.r6g.2xlarge', 'ml.r6g.4xlarge', 'ml.r6g.8xlarge', 'ml.r6g.large', 'ml.r6g.xlarge', 'ml.r6gd.12xlarge', 'ml.r6gd.16xlarge', 'ml.r6gd.2xlarge', 'ml.r6gd.4xlarge', 'ml.r6gd.8xlarge', 'ml.r6gd.large', 'ml.r6gd.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']]

ServerlessConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantServerlessConfigTypeDef]

InferenceSpecificationName

• Type: typing.Optional[str]

EnvironmentParameterRanges

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.EnvironmentParameterRangesOutputTypeDef]

EndpointInputConfigurationTypeDef

InstanceType

• Type: typing.Optional[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.large', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.large', 'ml.c5.xlarge', 'ml.c5d.18xlarge', 'ml.c5d.2xlarge', 'ml.c5d.4xlarge', 'ml.c5d.9xlarge', 'ml.c5d.large', 'ml.c5d.xlarge', 'ml.c6g.12xlarge', 'ml.c6g.16xlarge', 'ml.c6g.2xlarge', 'ml.c6g.4xlarge', 'ml.c6g.8xlarge', 'ml.c6g.large', 'ml.c6g.xlarge', 'ml.c6gd.12xlarge', 'ml.c6gd.16xlarge', 'ml.c6gd.2xlarge', 'ml.c6gd.4xlarge', 'ml.c6gd.8xlarge', 'ml.c6gd.large', 'ml.c6gd.xlarge', 'ml.c6gn.12xlarge', 'ml.c6gn.16xlarge', 'ml.c6gn.2xlarge', 'ml.c6gn.4xlarge', 'ml.c6gn.8xlarge', 'ml.c6gn.large', 'ml.c6gn.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c7g.12xlarge', 'ml.c7g.16xlarge', 'ml.c7g.2xlarge', 'ml.c7g.4xlarge', 'ml.c7g.8xlarge', 'ml.c7g.large', 'ml.c7g.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.dl1.24xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.inf1.24xlarge', 'ml.inf1.2xlarge', 'ml.inf1.6xlarge', 'ml.inf1.xlarge', 'ml.inf2.24xlarge', 'ml.inf2.48xlarge', 'ml.inf2.8xlarge', 'ml.inf2.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m5d.12xlarge', 'ml.m5d.24xlarge', 'ml.m5d.2xlarge', 'ml.m5d.4xlarge', 'ml.m5d.large', 'ml.m5d.xlarge', 'ml.m6g.12xlarge', 'ml.m6g.16xlarge', 'ml.m6g.2xlarge', 'ml.m6g.4xlarge', 'ml.m6g.8xlarge', 'ml.m6g.large', 'ml.m6g.xlarge', 'ml.m6gd.12xlarge', 'ml.m6gd.16xlarge', 'ml.m6gd.2xlarge', 'ml.m6gd.4xlarge', 'ml.m6gd.8xlarge', 'ml.m6gd.large', 'ml.m6gd.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.r5.12xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.r5d.12xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.large', 'ml.r5d.xlarge', 'ml.r6g.12xlarge', 'ml.r6g.16xlarge', 'ml.r6g.2xlarge', 'ml.r6g.4xlarge', 'ml.r6g.8xlarge', 'ml.r6g.large', 'ml.r6g.xlarge', 'ml.r6gd.12xlarge', 'ml.r6gd.16xlarge', 'ml.r6gd.2xlarge', 'ml.r6gd.4xlarge', 'ml.r6gd.8xlarge', 'ml.r6gd.large', 'ml.r6gd.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']]

ServerlessConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantServerlessConfigTypeDef]

InferenceSpecificationName

• Type: typing.Optional[str]

EnvironmentParameterRanges

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.EnvironmentParameterRangesTypeDef]

EndpointInputTypeDef

EndpointName

• Type:
• Required: Yes

LocalPath

• Type:
• Required: Yes

S3InputMode

• Type: typing.Optional[typing.Literal['File', 'Pipe']]

S3DataDistributionType

• Type: typing.Optional[typing.Literal['FullyReplicated', 'ShardedByS3Key']]

FeaturesAttribute

• Type: typing.Optional[str]

InferenceAttribute

• Type: typing.Optional[str]

ProbabilityAttribute

• Type: typing.Optional[str]

ProbabilityThresholdAttribute

• Type: typing.Optional[float]

StartTimeOffset

• Type: typing.Optional[str]

EndTimeOffset

• Type: typing.Optional[str]

ExcludeFeaturesAttribute

• Type: typing.Optional[str]

EndpointMetadataTypeDef

EndpointName

• Type:
• Required: Yes

EndpointConfigName

• Type: typing.Optional[str]

EndpointStatus

• Type: typing.Optional[typing.Literal['Creating', 'Deleting', 'Failed', 'InService', 'OutOfService', 'RollingBack', 'SystemUpdating', 'UpdateRollbackFailed', 'Updating']]

FailureReason

• Type: typing.Optional[str]

EndpointOutputConfigurationTypeDef

EndpointName

• Type:
• Required: Yes

VariantName

• Type:
• Required: Yes

InstanceType

• Type: typing.Optional[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.large', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.large', 'ml.c5.xlarge', 'ml.c5d.18xlarge', 'ml.c5d.2xlarge', 'ml.c5d.4xlarge', 'ml.c5d.9xlarge', 'ml.c5d.large', 'ml.c5d.xlarge', 'ml.c6g.12xlarge', 'ml.c6g.16xlarge', 'ml.c6g.2xlarge', 'ml.c6g.4xlarge', 'ml.c6g.8xlarge', 'ml.c6g.large', 'ml.c6g.xlarge', 'ml.c6gd.12xlarge', 'ml.c6gd.16xlarge', 'ml.c6gd.2xlarge', 'ml.c6gd.4xlarge', 'ml.c6gd.8xlarge', 'ml.c6gd.large', 'ml.c6gd.xlarge', 'ml.c6gn.12xlarge', 'ml.c6gn.16xlarge', 'ml.c6gn.2xlarge', 'ml.c6gn.4xlarge', 'ml.c6gn.8xlarge', 'ml.c6gn.large', 'ml.c6gn.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c7g.12xlarge', 'ml.c7g.16xlarge', 'ml.c7g.2xlarge', 'ml.c7g.4xlarge', 'ml.c7g.8xlarge', 'ml.c7g.large', 'ml.c7g.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.dl1.24xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.inf1.24xlarge', 'ml.inf1.2xlarge', 'ml.inf1.6xlarge', 'ml.inf1.xlarge', 'ml.inf2.24xlarge', 'ml.inf2.48xlarge', 'ml.inf2.8xlarge', 'ml.inf2.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m5d.12xlarge', 'ml.m5d.24xlarge', 'ml.m5d.2xlarge', 'ml.m5d.4xlarge', 'ml.m5d.large', 'ml.m5d.xlarge', 'ml.m6g.12xlarge', 'ml.m6g.16xlarge', 'ml.m6g.2xlarge', 'ml.m6g.4xlarge', 'ml.m6g.8xlarge', 'ml.m6g.large', 'ml.m6g.xlarge', 'ml.m6gd.12xlarge', 'ml.m6gd.16xlarge', 'ml.m6gd.2xlarge', 'ml.m6gd.4xlarge', 'ml.m6gd.8xlarge', 'ml.m6gd.large', 'ml.m6gd.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.r5.12xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.r5d.12xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.large', 'ml.r5d.xlarge', 'ml.r6g.12xlarge', 'ml.r6g.16xlarge', 'ml.r6g.2xlarge', 'ml.r6g.4xlarge', 'ml.r6g.8xlarge', 'ml.r6g.large', 'ml.r6g.xlarge', 'ml.r6gd.12xlarge', 'ml.r6gd.16xlarge', 'ml.r6gd.2xlarge', 'ml.r6gd.4xlarge', 'ml.r6gd.8xlarge', 'ml.r6gd.large', 'ml.r6gd.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']]

InitialInstanceCount

• Type: typing.Optional[int]

ServerlessConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantServerlessConfigTypeDef]

EndpointPerformanceTypeDef

Metrics

• Type:
• Required: Yes

EndpointInfo

• Type:
• Required: Yes

EndpointSummaryTypeDef

EndpointName

• Type:
• Required: Yes

EndpointArn

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

EndpointStatus

• Type: typing.Literal['Creating', 'Deleting', 'Failed', 'InService', 'OutOfService', 'RollingBack', 'SystemUpdating', 'UpdateRollbackFailed', 'Updating']
• Required: Yes

EndpointTypeDef

EndpointName

• Type:
• Required: Yes

EndpointArn

• Type:
• Required: Yes

EndpointConfigName

• Type:
• Required: Yes

EndpointStatus

• Type: typing.Literal['Creating', 'Deleting', 'Failed', 'InService', 'OutOfService', 'RollingBack', 'SystemUpdating', 'UpdateRollbackFailed', 'Updating']
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

ProductionVariants

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantSummaryTypeDef]]

DataCaptureConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DataCaptureConfigSummaryTypeDef]

FailureReason

• Type: typing.Optional[str]

MonitoringSchedules

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringScheduleTypeDef]]

Tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

ShadowProductionVariants

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantSummaryTypeDef]]

EnvironmentParameterRangesOutputTypeDef

CategoricalParameterRanges

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.CategoricalParameterOutputTypeDef]]

EnvironmentParameterRangesTypeDef

CategoricalParameterRanges

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.CategoricalParameterTypeDef]]

EnvironmentParameterTypeDef

Key

• Type:
• Required: Yes

ValueType

• Type:
• Required: Yes

Value

• Type:
• Required: Yes

ExperimentConfigTypeDef

ExperimentName

• Type: typing.Optional[str]

TrialName

• Type: typing.Optional[str]

TrialComponentDisplayName

• Type: typing.Optional[str]

RunName

• Type: typing.Optional[str]

ExperimentSourceTypeDef

SourceArn

• Type:
• Required: Yes

SourceType

• Type: typing.Optional[str]

ExperimentSummaryTypeDef

ExperimentArn

• Type: typing.Optional[str]

ExperimentName

• Type: typing.Optional[str]

DisplayName

• Type: typing.Optional[str]

ExperimentSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ExperimentSourceTypeDef]

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

ExperimentTypeDef

ExperimentName

• Type: typing.Optional[str]

ExperimentArn

• Type: typing.Optional[str]

DisplayName

• Type: typing.Optional[str]

Source

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ExperimentSourceTypeDef]

Description

• Type: typing.Optional[str]

CreationTime

• Type: typing.Optional[datetime.datetime]

CreatedBy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserContextTypeDef]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

LastModifiedBy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserContextTypeDef]

Tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

ExplainabilityTypeDef

Report

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MetricsSourceTypeDef]

ExplainerConfigOutputTypeDef

ClarifyExplainerConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ClarifyExplainerConfigOutputTypeDef]

ExplainerConfigTypeDef

ClarifyExplainerConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ClarifyExplainerConfigTypeDef]

FailStepMetadataTypeDef

ErrorMessage

• Type: typing.Optional[str]

FeatureDefinitionTypeDef

FeatureName

• Type:
• Required: Yes

FeatureType

• Type: typing.Literal['Fractional', 'Integral', 'String']
• Required: Yes

CollectionType

• Type: typing.Optional[typing.Literal['List', 'Set', 'Vector']]

CollectionConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CollectionConfigTypeDef]

FeatureGroupSummaryTypeDef

FeatureGroupName

• Type:
• Required: Yes

FeatureGroupArn

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

FeatureGroupStatus

• Type: typing.Optional[typing.Literal['CreateFailed', 'Created', 'Creating', 'DeleteFailed', 'Deleting']]

OfflineStoreStatus

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.OfflineStoreStatusTypeDef]

FeatureGroupTypeDef

FeatureGroupArn

• Type: typing.Optional[str]

FeatureGroupName

• Type: typing.Optional[str]

RecordIdentifierFeatureName

• Type: typing.Optional[str]

EventTimeFeatureName

• Type: typing.Optional[str]

FeatureDefinitions

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.FeatureDefinitionTypeDef]]

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

OnlineStoreConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.OnlineStoreConfigTypeDef]

OfflineStoreConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.OfflineStoreConfigTypeDef]

RoleArn

• Type: typing.Optional[str]

FeatureGroupStatus

• Type: typing.Optional[typing.Literal['CreateFailed', 'Created', 'Creating', 'DeleteFailed', 'Deleting']]

OfflineStoreStatus

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.OfflineStoreStatusTypeDef]

LastUpdateStatus

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.LastUpdateStatusTypeDef]

FailureReason

• Type: typing.Optional[str]

Description

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

FeatureMetadataTypeDef

FeatureGroupArn

• Type: typing.Optional[str]

FeatureGroupName

• Type: typing.Optional[str]

FeatureName

• Type: typing.Optional[str]

FeatureType

• Type: typing.Optional[typing.Literal['Fractional', 'Integral', 'String']]

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

Description

• Type: typing.Optional[str]

Parameters

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.FeatureParameterTypeDef]]

FeatureParameterTypeDef

Key

• Type: typing.Optional[str]

Value

• Type: typing.Optional[str]

FileSourceTypeDef

S3Uri

• Type:
• Required: Yes

ContentType

• Type: typing.Optional[str]

ContentDigest

• Type: typing.Optional[str]

FileSystemConfigTypeDef

MountPath

• Type: typing.Optional[str]

DefaultUid

• Type: typing.Optional[int]

DefaultGid

• Type: typing.Optional[int]

FileSystemDataSourceTypeDef

FileSystemId

• Type:
• Required: Yes

FileSystemAccessMode

• Type: typing.Literal['ro', 'rw']
• Required: Yes

FileSystemType

• Type: typing.Literal['EFS', 'FSxLustre']
• Required: Yes

DirectoryPath

• Type:
• Required: Yes

FilterTypeDef

Name

• Type:
• Required: Yes

Operator

• Type: typing.Optional[typing.Literal['Contains', 'Equals', 'Exists', 'GreaterThan', 'GreaterThanOrEqualTo', 'In', 'LessThan', 'LessThanOrEqualTo', 'NotEquals', 'NotExists']]

Value

• Type: typing.Optional[str]

FinalAutoMLJobObjectiveMetricTypeDef

MetricName

• Type: typing.Literal['AUC', 'Accuracy', 'AverageWeightedQuantileLoss', 'BalancedAccuracy', 'F1', 'F1macro', 'MAE', 'MAPE', 'MASE', 'MSE', 'Precision', 'PrecisionMacro', 'R2', 'RMSE', 'Recall', 'RecallMacro', 'WAPE']
• Required: Yes

Value

• Type:
• Required: Yes

Type

• Type: typing.Optional[typing.Literal['Maximize', 'Minimize']]

StandardMetricName

• Type: typing.Optional[typing.Literal['AUC', 'Accuracy', 'AverageWeightedQuantileLoss', 'BalancedAccuracy', 'F1', 'F1macro', 'MAE', 'MAPE', 'MASE', 'MSE', 'Precision', 'PrecisionMacro', 'R2', 'RMSE', 'Recall', 'RecallMacro', 'WAPE']]

FinalHyperParameterTuningJobObjectiveMetricTypeDef

MetricName

• Type:
• Required: Yes

Value

• Type:
• Required: Yes

Type

• Type: typing.Optional[typing.Literal['Maximize', 'Minimize']]

FlowDefinitionOutputConfigTypeDef

S3OutputPath

• Type:
• Required: Yes

KmsKeyId

• Type: typing.Optional[str]

FlowDefinitionSummaryTypeDef

FlowDefinitionName

• Type:
• Required: Yes

FlowDefinitionArn

• Type:
• Required: Yes

FlowDefinitionStatus

• Type: typing.Literal['Active', 'Deleting', 'Failed', 'Initializing']
• Required: Yes

CreationTime

• Type:
• Required: Yes

FailureReason

• Type: typing.Optional[str]

GenerativeAiSettingsTypeDef

AmazonBedrockRoleArn

• Type: typing.Optional[str]

GetDeviceFleetReportRequestRequestTypeDef

DeviceFleetName

• Type:
• Required: Yes

GetDeviceFleetReportResponseTypeDef

DeviceFleetArn

• Type:
• Required: Yes

DeviceFleetName

• Type:
• Required: Yes

OutputConfig

• Type:
• Required: Yes

Description

• Type:
• Required: Yes

ReportGenerated

• Type:
• Required: Yes

DeviceStats

• Type:
• Required: Yes

AgentVersions

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AgentVersionTypeDef]
• Required: Yes

ModelStats

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.EdgeModelStatTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

GetLineageGroupPolicyRequestRequestTypeDef

LineageGroupName

• Type:
• Required: Yes

GetLineageGroupPolicyResponseTypeDef

LineageGroupArn

• Type:
• Required: Yes

ResourcePolicy

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

GetModelPackageGroupPolicyInputRequestTypeDef

ModelPackageGroupName

• Type:
• Required: Yes

GetModelPackageGroupPolicyOutputTypeDef

ResourcePolicy

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

GetSagemakerServicecatalogPortfolioStatusOutputTypeDef

Status

• Type: typing.Literal['Disabled', 'Enabled']
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

GetScalingConfigurationRecommendationRequestRequestTypeDef

InferenceRecommendationsJobName

• Type:
• Required: Yes

RecommendationId

• Type: typing.Optional[str]

EndpointName

• Type: typing.Optional[str]

TargetCpuUtilizationPerCore

• Type: typing.Optional[int]

ScalingPolicyObjective

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ScalingPolicyObjectiveTypeDef]

GetScalingConfigurationRecommendationResponseTypeDef

InferenceRecommendationsJobName

• Type:
• Required: Yes

RecommendationId

• Type:
• Required: Yes

EndpointName

• Type:
• Required: Yes

TargetCpuUtilizationPerCore

• Type:
• Required: Yes

ScalingPolicyObjective

• Type:
• Required: Yes

Metric

• Type:
• Required: Yes

DynamicScalingConfiguration

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

GetSearchSuggestionsRequestRequestTypeDef

Resource

• Type: typing.Literal['Endpoint', 'Experiment', 'ExperimentTrial', 'ExperimentTrialComponent', 'FeatureGroup', 'FeatureMetadata', 'HyperParameterTuningJob', 'Image', 'ImageVersion', 'Model', 'ModelCard', 'ModelPackage', 'ModelPackageGroup', 'Pipeline', 'PipelineExecution', 'Project', 'TrainingJob']
• Required: Yes

SuggestionQuery

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SuggestionQueryTypeDef]

GetSearchSuggestionsResponseTypeDef

PropertyNameSuggestions

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.PropertyNameSuggestionTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

GitConfigForUpdateTypeDef

SecretArn

• Type: typing.Optional[str]

GitConfigTypeDef

RepositoryUrl

• Type:
• Required: Yes

Branch

• Type: typing.Optional[str]

SecretArn

• Type: typing.Optional[str]

HolidayConfigAttributesTypeDef

CountryCode

• Type: typing.Optional[str]

HubContentDependencyTypeDef

DependencyOriginPath

• Type: typing.Optional[str]

DependencyCopyPath

• Type: typing.Optional[str]

HubContentInfoTypeDef

HubContentName

• Type:
• Required: Yes

HubContentArn

• Type:
• Required: Yes

HubContentVersion

• Type:
• Required: Yes

HubContentType

• Type: typing.Literal['Model', 'ModelReference', 'Notebook']
• Required: Yes

DocumentSchemaVersion

• Type:
• Required: Yes

HubContentStatus

• Type: typing.Literal['Available', 'DeleteFailed', 'Deleting', 'ImportFailed', 'Importing']
• Required: Yes

CreationTime

• Type:
• Required: Yes

SageMakerPublicHubContentArn

• Type: typing.Optional[str]

HubContentDisplayName

• Type: typing.Optional[str]

HubContentDescription

• Type: typing.Optional[str]

SupportStatus

• Type: typing.Optional[typing.Literal['Deprecated', 'Supported']]

HubContentSearchKeywords

• Type: typing.Optional[typing.List[str]]

OriginalCreationTime

• Type: typing.Optional[datetime.datetime]

HubInfoTypeDef

HubName

• Type:
• Required: Yes

HubArn

• Type:
• Required: Yes

HubStatus

• Type: typing.Literal['CreateFailed', 'Creating', 'DeleteFailed', 'Deleting', 'InService', 'UpdateFailed', 'Updating']
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

HubDisplayName

• Type: typing.Optional[str]

HubDescription

• Type: typing.Optional[str]

HubSearchKeywords

• Type: typing.Optional[typing.List[str]]

HubS3StorageConfigTypeDef

S3OutputPath

• Type: typing.Optional[str]

HumanLoopActivationConditionsConfigTypeDef

HumanLoopActivationConditions

• Type:
• Required: Yes

HumanLoopActivationConfigTypeDef

HumanLoopActivationConditionsConfig

• Type:
• Required: Yes

HumanLoopConfigOutputTypeDef

WorkteamArn

• Type:
• Required: Yes

HumanTaskUiArn

• Type:
• Required: Yes

TaskTitle

• Type:
• Required: Yes

TaskDescription

• Type:
• Required: Yes

TaskCount

• Type:
• Required: Yes

TaskAvailabilityLifetimeInSeconds

• Type: typing.Optional[int]

TaskTimeLimitInSeconds

• Type: typing.Optional[int]

TaskKeywords

• Type: typing.Optional[typing.List[str]]

PublicWorkforceTaskPrice

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PublicWorkforceTaskPriceTypeDef]

HumanLoopConfigTypeDef

WorkteamArn

• Type:
• Required: Yes

HumanTaskUiArn

• Type:
• Required: Yes

TaskTitle

• Type:
• Required: Yes

TaskDescription

• Type:
• Required: Yes

TaskCount

• Type:
• Required: Yes

TaskAvailabilityLifetimeInSeconds

• Type: typing.Optional[int]

TaskTimeLimitInSeconds

• Type: typing.Optional[int]

TaskKeywords

• Type: typing.Optional[typing.Sequence[str]]

PublicWorkforceTaskPrice

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PublicWorkforceTaskPriceTypeDef]

HumanLoopRequestSourceTypeDef

AwsManagedHumanLoopRequestSource

• Type: typing.Literal['AWS/Rekognition/DetectModerationLabels/Image/V3', 'AWS/Textract/AnalyzeDocument/Forms/V1']
• Required: Yes

HumanTaskConfigOutputTypeDef

WorkteamArn

• Type:
• Required: Yes

UiConfig

• Type:
• Required: Yes

PreHumanTaskLambdaArn

• Type:
• Required: Yes

TaskTitle

• Type:
• Required: Yes

TaskDescription

• Type:
• Required: Yes

NumberOfHumanWorkersPerDataObject

• Type:
• Required: Yes

TaskTimeLimitInSeconds

• Type:
• Required: Yes

AnnotationConsolidationConfig

• Type:
• Required: Yes

TaskKeywords

• Type: typing.Optional[typing.List[str]]

TaskAvailabilityLifetimeInSeconds

• Type: typing.Optional[int]

MaxConcurrentTaskCount

• Type: typing.Optional[int]

PublicWorkforceTaskPrice

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PublicWorkforceTaskPriceTypeDef]

HumanTaskConfigTypeDef

WorkteamArn

• Type:
• Required: Yes

UiConfig

• Type:
• Required: Yes

PreHumanTaskLambdaArn

• Type:
• Required: Yes

TaskTitle

• Type:
• Required: Yes

TaskDescription

• Type:
• Required: Yes

NumberOfHumanWorkersPerDataObject

• Type:
• Required: Yes

TaskTimeLimitInSeconds

• Type:
• Required: Yes

AnnotationConsolidationConfig

• Type:
• Required: Yes

TaskKeywords

• Type: typing.Optional[typing.Sequence[str]]

TaskAvailabilityLifetimeInSeconds

• Type: typing.Optional[int]

MaxConcurrentTaskCount

• Type: typing.Optional[int]

PublicWorkforceTaskPrice

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PublicWorkforceTaskPriceTypeDef]

HumanTaskUiSummaryTypeDef

HumanTaskUiName

• Type:
• Required: Yes

HumanTaskUiArn

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

HyperParameterAlgorithmSpecificationExtraOutputTypeDef

TrainingInputMode

• Type: typing.Literal['FastFile', 'File', 'Pipe']
• Required: Yes

TrainingImage

• Type: typing.Optional[str]

AlgorithmName

• Type: typing.Optional[str]

MetricDefinitions

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.MetricDefinitionTypeDef]]

HyperParameterAlgorithmSpecificationOutputTypeDef

TrainingInputMode

• Type: typing.Literal['FastFile', 'File', 'Pipe']
• Required: Yes

TrainingImage

• Type: typing.Optional[str]

AlgorithmName

• Type: typing.Optional[str]

MetricDefinitions

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.MetricDefinitionTypeDef]]

HyperParameterAlgorithmSpecificationTypeDef

TrainingInputMode

• Type: typing.Literal['FastFile', 'File', 'Pipe']
• Required: Yes

TrainingImage

• Type: typing.Optional[str]

AlgorithmName

• Type: typing.Optional[str]

MetricDefinitions

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.MetricDefinitionTypeDef]]

HyperParameterSpecificationOutputTypeDef

Name

• Type:
• Required: Yes

Type

• Type: typing.Literal['Categorical', 'Continuous', 'FreeText', 'Integer']
• Required: Yes

Description

• Type: typing.Optional[str]

Range

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ParameterRangeOutputTypeDef]

IsTunable

• Type: typing.Optional[bool]

IsRequired

• Type: typing.Optional[bool]

DefaultValue

• Type: typing.Optional[str]

HyperParameterSpecificationTypeDef

Name

• Type:
• Required: Yes

Type

• Type: typing.Literal['Categorical', 'Continuous', 'FreeText', 'Integer']
• Required: Yes

Description

• Type: typing.Optional[str]

Range

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ParameterRangeTypeDef]

IsTunable

• Type: typing.Optional[bool]

IsRequired

• Type: typing.Optional[bool]

DefaultValue

• Type: typing.Optional[str]

HyperParameterTrainingJobDefinitionExtraOutputTypeDef

AlgorithmSpecification

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

OutputDataConfig

• Type:
• Required: Yes

StoppingCondition

• Type:
• Required: Yes

DefinitionName

• Type: typing.Optional[str]

TuningObjective

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTuningJobObjectiveTypeDef]

HyperParameterRanges

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ParameterRangesExtraOutputTypeDef]

StaticHyperParameters

• Type: typing.Optional[typing.Dict[str, str]]

InputDataConfig

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ChannelExtraOutputTypeDef]]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.VpcConfigExtraOutputTypeDef]

ResourceConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceConfigExtraOutputTypeDef]

HyperParameterTuningResourceConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTuningResourceConfigExtraOutputTypeDef]

EnableNetworkIsolation

• Type: typing.Optional[bool]

EnableInterContainerTrafficEncryption

• Type: typing.Optional[bool]

EnableManagedSpotTraining

• Type: typing.Optional[bool]

CheckpointConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CheckpointConfigTypeDef]

RetryStrategy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RetryStrategyTypeDef]

Environment

• Type: typing.Optional[typing.Dict[str, str]]

HyperParameterTrainingJobDefinitionOutputTypeDef

AlgorithmSpecification

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

OutputDataConfig

• Type:
• Required: Yes

StoppingCondition

• Type:
• Required: Yes

DefinitionName

• Type: typing.Optional[str]

TuningObjective

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTuningJobObjectiveTypeDef]

HyperParameterRanges

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ParameterRangesOutputTypeDef]

StaticHyperParameters

• Type: typing.Optional[typing.Dict[str, str]]

InputDataConfig

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ChannelOutputTypeDef]]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.VpcConfigOutputTypeDef]

ResourceConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceConfigOutputTypeDef]

HyperParameterTuningResourceConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTuningResourceConfigOutputTypeDef]

EnableNetworkIsolation

• Type: typing.Optional[bool]

EnableInterContainerTrafficEncryption

• Type: typing.Optional[bool]

EnableManagedSpotTraining

• Type: typing.Optional[bool]

CheckpointConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CheckpointConfigTypeDef]

RetryStrategy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RetryStrategyTypeDef]

Environment

• Type: typing.Optional[typing.Dict[str, str]]

HyperParameterTrainingJobDefinitionTypeDef

AlgorithmSpecification

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

OutputDataConfig

• Type:
• Required: Yes

StoppingCondition

• Type:
• Required: Yes

DefinitionName

• Type: typing.Optional[str]

TuningObjective

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTuningJobObjectiveTypeDef]

HyperParameterRanges

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ParameterRangesTypeDef]

StaticHyperParameters

• Type: typing.Optional[typing.Mapping[str, str]]

InputDataConfig

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ChannelTypeDef]]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.VpcConfigTypeDef]

ResourceConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceConfigTypeDef]

HyperParameterTuningResourceConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTuningResourceConfigTypeDef]

EnableNetworkIsolation

• Type: typing.Optional[bool]

EnableInterContainerTrafficEncryption

• Type: typing.Optional[bool]

EnableManagedSpotTraining

• Type: typing.Optional[bool]

CheckpointConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CheckpointConfigTypeDef]

RetryStrategy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RetryStrategyTypeDef]

Environment

• Type: typing.Optional[typing.Mapping[str, str]]

HyperParameterTrainingJobSummaryTypeDef

TrainingJobName

• Type:
• Required: Yes

TrainingJobArn

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

TrainingJobStatus

• Type: typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']
• Required: Yes

TunedHyperParameters

• Type: typing.Dict[str, str]
• Required: Yes

TrainingJobDefinitionName

• Type: typing.Optional[str]

TuningJobName

• Type: typing.Optional[str]

TrainingStartTime

• Type: typing.Optional[datetime.datetime]

TrainingEndTime

• Type: typing.Optional[datetime.datetime]

FailureReason

• Type: typing.Optional[str]

FinalHyperParameterTuningJobObjectiveMetric

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.FinalHyperParameterTuningJobObjectiveMetricTypeDef]

ObjectiveStatus

• Type: typing.Optional[typing.Literal['Failed', 'Pending', 'Succeeded']]

HyperParameterTuningInstanceConfigTypeDef

InstanceType

• Type: typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.c5n.18xlarge', 'ml.c5n.2xlarge', 'ml.c5n.4xlarge', 'ml.c5n.9xlarge', 'ml.c5n.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m6i.12xlarge', 'ml.m6i.16xlarge', 'ml.m6i.24xlarge', 'ml.m6i.2xlarge', 'ml.m6i.32xlarge', 'ml.m6i.4xlarge', 'ml.m6i.8xlarge', 'ml.m6i.large', 'ml.m6i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p3dn.24xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']
• Required: Yes

InstanceCount

• Type:
• Required: Yes

VolumeSizeInGB

• Type:
• Required: Yes

HyperParameterTuningJobCompletionDetailsTypeDef

NumberOfTrainingJobsObjectiveNotImproving

• Type: typing.Optional[int]

ConvergenceDetectedTime

• Type: typing.Optional[datetime.datetime]

HyperParameterTuningJobConfigExtraOutputTypeDef

Strategy

• Type: typing.Literal['Bayesian', 'Grid', 'Hyperband', 'Random']
• Required: Yes

ResourceLimits

• Type:
• Required: Yes

StrategyConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTuningJobStrategyConfigTypeDef]

HyperParameterTuningJobObjective

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTuningJobObjectiveTypeDef]

ParameterRanges

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ParameterRangesExtraOutputTypeDef]

TrainingJobEarlyStoppingType

• Type: typing.Optional[typing.Literal['Auto', 'Off']]

TuningJobCompletionCriteria

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TuningJobCompletionCriteriaTypeDef]

RandomSeed

• Type: typing.Optional[int]

HyperParameterTuningJobConfigOutputTypeDef

Strategy

• Type: typing.Literal['Bayesian', 'Grid', 'Hyperband', 'Random']
• Required: Yes

ResourceLimits

• Type:
• Required: Yes

StrategyConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTuningJobStrategyConfigTypeDef]

HyperParameterTuningJobObjective

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTuningJobObjectiveTypeDef]

ParameterRanges

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ParameterRangesOutputTypeDef]

TrainingJobEarlyStoppingType

• Type: typing.Optional[typing.Literal['Auto', 'Off']]

TuningJobCompletionCriteria

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TuningJobCompletionCriteriaTypeDef]

RandomSeed

• Type: typing.Optional[int]

HyperParameterTuningJobConfigTypeDef

Strategy

• Type: typing.Literal['Bayesian', 'Grid', 'Hyperband', 'Random']
• Required: Yes

ResourceLimits

• Type:
• Required: Yes

StrategyConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTuningJobStrategyConfigTypeDef]

HyperParameterTuningJobObjective

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTuningJobObjectiveTypeDef]

ParameterRanges

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ParameterRangesTypeDef]

TrainingJobEarlyStoppingType

• Type: typing.Optional[typing.Literal['Auto', 'Off']]

TuningJobCompletionCriteria

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TuningJobCompletionCriteriaTypeDef]

RandomSeed

• Type: typing.Optional[int]

HyperParameterTuningJobConsumedResourcesTypeDef

RuntimeInSeconds

• Type: typing.Optional[int]

HyperParameterTuningJobObjectiveTypeDef

Type

• Type: typing.Literal['Maximize', 'Minimize']
• Required: Yes

MetricName

• Type:
• Required: Yes

HyperParameterTuningJobSearchEntityTypeDef

HyperParameterTuningJobName

• Type: typing.Optional[str]

HyperParameterTuningJobArn

• Type: typing.Optional[str]

HyperParameterTuningJobConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTuningJobConfigOutputTypeDef]

TrainingJobDefinition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTrainingJobDefinitionOutputTypeDef]

TrainingJobDefinitions

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTrainingJobDefinitionOutputTypeDef]]

HyperParameterTuningJobStatus

• Type: typing.Optional[typing.Literal['Completed', 'DeleteFailed', 'Deleting', 'Failed', 'InProgress', 'Stopped', 'Stopping']]

CreationTime

• Type: typing.Optional[datetime.datetime]

HyperParameterTuningEndTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

TrainingJobStatusCounters

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TrainingJobStatusCountersTypeDef]

ObjectiveStatusCounters

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ObjectiveStatusCountersTypeDef]

BestTrainingJob

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTrainingJobSummaryTypeDef]

OverallBestTrainingJob

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTrainingJobSummaryTypeDef]

WarmStartConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTuningJobWarmStartConfigOutputTypeDef]

FailureReason

• Type: typing.Optional[str]

TuningJobCompletionDetails

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTuningJobCompletionDetailsTypeDef]

ConsumedResources

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTuningJobConsumedResourcesTypeDef]

Tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

HyperParameterTuningJobStrategyConfigTypeDef

HyperbandStrategyConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HyperbandStrategyConfigTypeDef]

HyperParameterTuningJobSummaryTypeDef

HyperParameterTuningJobName

• Type:
• Required: Yes

HyperParameterTuningJobArn

• Type:
• Required: Yes

HyperParameterTuningJobStatus

• Type: typing.Literal['Completed', 'DeleteFailed', 'Deleting', 'Failed', 'InProgress', 'Stopped', 'Stopping']
• Required: Yes

Strategy

• Type: typing.Literal['Bayesian', 'Grid', 'Hyperband', 'Random']
• Required: Yes

CreationTime

• Type:
• Required: Yes

TrainingJobStatusCounters

• Type:
• Required: Yes

ObjectiveStatusCounters

• Type:
• Required: Yes

HyperParameterTuningEndTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

ResourceLimits

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceLimitsTypeDef]

HyperParameterTuningJobWarmStartConfigExtraOutputTypeDef

ParentHyperParameterTuningJobs

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ParentHyperParameterTuningJobTypeDef]
• Required: Yes

WarmStartType

• Type: typing.Literal['IdenticalDataAndAlgorithm', 'TransferLearning']
• Required: Yes

HyperParameterTuningJobWarmStartConfigOutputTypeDef

ParentHyperParameterTuningJobs

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ParentHyperParameterTuningJobTypeDef]
• Required: Yes

WarmStartType

• Type: typing.Literal['IdenticalDataAndAlgorithm', 'TransferLearning']
• Required: Yes

HyperParameterTuningJobWarmStartConfigTypeDef

ParentHyperParameterTuningJobs

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ParentHyperParameterTuningJobTypeDef]
• Required: Yes

WarmStartType

• Type: typing.Literal['IdenticalDataAndAlgorithm', 'TransferLearning']
• Required: Yes

HyperParameterTuningResourceConfigExtraOutputTypeDef

InstanceType

• Type: typing.Optional[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.c5n.18xlarge', 'ml.c5n.2xlarge', 'ml.c5n.4xlarge', 'ml.c5n.9xlarge', 'ml.c5n.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m6i.12xlarge', 'ml.m6i.16xlarge', 'ml.m6i.24xlarge', 'ml.m6i.2xlarge', 'ml.m6i.32xlarge', 'ml.m6i.4xlarge', 'ml.m6i.8xlarge', 'ml.m6i.large', 'ml.m6i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p3dn.24xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']]

InstanceCount

• Type: typing.Optional[int]

VolumeSizeInGB

• Type: typing.Optional[int]

VolumeKmsKeyId

• Type: typing.Optional[str]

AllocationStrategy

• Type: typing.Optional[typing.Literal['Prioritized']]

InstanceConfigs

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTuningInstanceConfigTypeDef]]

HyperParameterTuningResourceConfigOutputTypeDef

InstanceType

• Type: typing.Optional[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.c5n.18xlarge', 'ml.c5n.2xlarge', 'ml.c5n.4xlarge', 'ml.c5n.9xlarge', 'ml.c5n.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m6i.12xlarge', 'ml.m6i.16xlarge', 'ml.m6i.24xlarge', 'ml.m6i.2xlarge', 'ml.m6i.32xlarge', 'ml.m6i.4xlarge', 'ml.m6i.8xlarge', 'ml.m6i.large', 'ml.m6i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p3dn.24xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']]

InstanceCount

• Type: typing.Optional[int]

VolumeSizeInGB

• Type: typing.Optional[int]

VolumeKmsKeyId

• Type: typing.Optional[str]

AllocationStrategy

• Type: typing.Optional[typing.Literal['Prioritized']]

InstanceConfigs

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTuningInstanceConfigTypeDef]]

HyperParameterTuningResourceConfigTypeDef

InstanceType

• Type: typing.Optional[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.c5n.18xlarge', 'ml.c5n.2xlarge', 'ml.c5n.4xlarge', 'ml.c5n.9xlarge', 'ml.c5n.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m6i.12xlarge', 'ml.m6i.16xlarge', 'ml.m6i.24xlarge', 'ml.m6i.2xlarge', 'ml.m6i.32xlarge', 'ml.m6i.4xlarge', 'ml.m6i.8xlarge', 'ml.m6i.large', 'ml.m6i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p3dn.24xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']]

InstanceCount

• Type: typing.Optional[int]

VolumeSizeInGB

• Type: typing.Optional[int]

VolumeKmsKeyId

• Type: typing.Optional[str]

AllocationStrategy

• Type: typing.Optional[typing.Literal['Prioritized']]

InstanceConfigs

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTuningInstanceConfigTypeDef]]

HyperbandStrategyConfigTypeDef

MinResource

• Type: typing.Optional[int]

MaxResource

• Type: typing.Optional[int]

IamIdentityTypeDef

Arn

• Type: typing.Optional[str]

PrincipalId

• Type: typing.Optional[str]

SourceIdentity

• Type: typing.Optional[str]

IamPolicyConstraintsTypeDef

SourceIp

• Type: typing.Optional[typing.Literal['Disabled', 'Enabled']]

VpcSourceIp

• Type: typing.Optional[typing.Literal['Disabled', 'Enabled']]

IdentityProviderOAuthSettingTypeDef

DataSourceName

• Type: typing.Optional[typing.Literal['SalesforceGenie', 'Snowflake']]

Status

• Type: typing.Optional[typing.Literal['DISABLED', 'ENABLED']]

SecretArn

• Type: typing.Optional[str]

ImageClassificationJobConfigTypeDef

CompletionCriteria

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLJobCompletionCriteriaTypeDef]

ImageConfigTypeDef

RepositoryAccessMode

• Type: typing.Literal['Platform', 'Vpc']
• Required: Yes

RepositoryAuthConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RepositoryAuthConfigTypeDef]

ImageTypeDef

CreationTime

• Type:
• Required: Yes

ImageArn

• Type:
• Required: Yes

ImageName

• Type:
• Required: Yes

ImageStatus

• Type: typing.Literal['CREATED', 'CREATE_FAILED', 'CREATING', 'DELETE_FAILED', 'DELETING', 'UPDATE_FAILED', 'UPDATING']
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

Description

• Type: typing.Optional[str]

DisplayName

• Type: typing.Optional[str]

FailureReason

• Type: typing.Optional[str]

ImageVersionTypeDef

CreationTime

• Type:
• Required: Yes

ImageArn

• Type:
• Required: Yes

ImageVersionArn

• Type:
• Required: Yes

ImageVersionStatus

• Type: typing.Literal['CREATED', 'CREATE_FAILED', 'CREATING', 'DELETE_FAILED', 'DELETING']
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

Version

• Type:
• Required: Yes

FailureReason

• Type: typing.Optional[str]

ImportHubContentRequestRequestTypeDef

HubContentName

• Type:
• Required: Yes

HubContentType

• Type: typing.Literal['Model', 'ModelReference', 'Notebook']
• Required: Yes

DocumentSchemaVersion

• Type:
• Required: Yes

HubName

• Type:
• Required: Yes

HubContentDocument

• Type:
• Required: Yes

HubContentVersion

• Type: typing.Optional[str]

HubContentDisplayName

• Type: typing.Optional[str]

HubContentDescription

• Type: typing.Optional[str]

HubContentMarkdown

• Type: typing.Optional[str]

HubContentSearchKeywords

• Type: typing.Optional[typing.Sequence[str]]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

ImportHubContentResponseTypeDef

HubArn

• Type:
• Required: Yes

HubContentArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

InferenceComponentComputeResourceRequirementsTypeDef

MinMemoryRequiredInMb

• Type:
• Required: Yes

NumberOfCpuCoresRequired

• Type: typing.Optional[float]

NumberOfAcceleratorDevicesRequired

• Type: typing.Optional[float]

MaxMemoryRequiredInMb

• Type: typing.Optional[int]

InferenceComponentContainerSpecificationSummaryTypeDef

DeployedImage

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DeployedImageTypeDef]

ArtifactUrl

• Type: typing.Optional[str]

Environment

• Type: typing.Optional[typing.Dict[str, str]]

InferenceComponentContainerSpecificationTypeDef

Image

• Type: typing.Optional[str]

ArtifactUrl

• Type: typing.Optional[str]

Environment

• Type: typing.Optional[typing.Mapping[str, str]]

InferenceComponentRuntimeConfigSummaryTypeDef

DesiredCopyCount

• Type: typing.Optional[int]

CurrentCopyCount

• Type: typing.Optional[int]

InferenceComponentRuntimeConfigTypeDef

CopyCount

• Type:
• Required: Yes

InferenceComponentSpecificationSummaryTypeDef

ModelName

• Type: typing.Optional[str]

Container

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceComponentContainerSpecificationSummaryTypeDef]

StartupParameters

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceComponentStartupParametersTypeDef]

ComputeResourceRequirements

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceComponentComputeResourceRequirementsTypeDef]

InferenceComponentSpecificationTypeDef

ComputeResourceRequirements

• Type:
• Required: Yes

ModelName

• Type: typing.Optional[str]

Container

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceComponentContainerSpecificationTypeDef]

StartupParameters

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceComponentStartupParametersTypeDef]

InferenceComponentStartupParametersTypeDef

ModelDataDownloadTimeoutInSeconds

• Type: typing.Optional[int]

ContainerStartupHealthCheckTimeoutInSeconds

• Type: typing.Optional[int]

InferenceComponentSummaryTypeDef

CreationTime

• Type:
• Required: Yes

InferenceComponentArn

• Type:
• Required: Yes

InferenceComponentName

• Type:
• Required: Yes

EndpointArn

• Type:
• Required: Yes

EndpointName

• Type:
• Required: Yes

VariantName

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

InferenceComponentStatus

• Type: typing.Optional[typing.Literal['Creating', 'Deleting', 'Failed', 'InService', 'Updating']]

InferenceExecutionConfigTypeDef

Mode

• Type: typing.Literal['Direct', 'Serial']
• Required: Yes

InferenceExperimentDataStorageConfigOutputTypeDef

Destination

• Type:
• Required: Yes

KmsKey

• Type: typing.Optional[str]

ContentType

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CaptureContentTypeHeaderOutputTypeDef]

InferenceExperimentDataStorageConfigTypeDef

Destination

• Type:
• Required: Yes

KmsKey

• Type: typing.Optional[str]

ContentType

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CaptureContentTypeHeaderTypeDef]

InferenceExperimentScheduleExtraOutputTypeDef

StartTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

InferenceExperimentScheduleOutputTypeDef

StartTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

InferenceExperimentScheduleTypeDef

StartTime

• Type: typing.Union[datetime.datetime, str, NoneType]

EndTime

• Type: typing.Union[datetime.datetime, str, NoneType]

InferenceExperimentSummaryTypeDef

Name

• Type:
• Required: Yes

Type

• Type: typing.Literal['ShadowMode']
• Required: Yes

Status

• Type: typing.Literal['Cancelled', 'Completed', 'Created', 'Creating', 'Running', 'Starting', 'Stopping', 'Updating']
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

Schedule

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceExperimentScheduleOutputTypeDef]

StatusReason

• Type: typing.Optional[str]

Description

• Type: typing.Optional[str]

CompletionTime

• Type: typing.Optional[datetime.datetime]

RoleArn

• Type: typing.Optional[str]

InferenceHubAccessConfigTypeDef

HubContentArn

• Type:
• Required: Yes

InferenceMetricsTypeDef

MaxInvocations

• Type:
• Required: Yes

ModelLatency

• Type:
• Required: Yes

InferenceRecommendationTypeDef

EndpointConfiguration

• Type:
• Required: Yes

ModelConfiguration

• Type:
• Required: Yes

RecommendationId

• Type: typing.Optional[str]

Metrics

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RecommendationMetricsTypeDef]

InvocationEndTime

• Type: typing.Optional[datetime.datetime]

InvocationStartTime

• Type: typing.Optional[datetime.datetime]

InferenceRecommendationsJobStepTypeDef

StepType

• Type: typing.Literal['BENCHMARK']
• Required: Yes

JobName

• Type:
• Required: Yes

Status

• Type: typing.Literal['COMPLETED', 'DELETED', 'DELETING', 'FAILED', 'IN_PROGRESS', 'PENDING', 'STOPPED', 'STOPPING']
• Required: Yes

InferenceBenchmark

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RecommendationJobInferenceBenchmarkTypeDef]

InferenceRecommendationsJobTypeDef

JobName

• Type:
• Required: Yes

JobDescription

• Type:
• Required: Yes

JobType

• Type: typing.Literal['Advanced', 'Default']
• Required: Yes

JobArn

• Type:
• Required: Yes

Status

• Type: typing.Literal['COMPLETED', 'DELETED', 'DELETING', 'FAILED', 'IN_PROGRESS', 'PENDING', 'STOPPED', 'STOPPING']
• Required: Yes

CreationTime

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

CompletionTime

• Type: typing.Optional[datetime.datetime]

FailureReason

• Type: typing.Optional[str]

ModelName

• Type: typing.Optional[str]

SamplePayloadUrl

• Type: typing.Optional[str]

ModelPackageVersionArn

• Type: typing.Optional[str]

InferenceSpecificationExtraOutputTypeDef

Containers

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ModelPackageContainerDefinitionExtraOutputTypeDef]
• Required: Yes

SupportedTransformInstanceTypes

• Type: typing.Optional[typing.List[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m6i.12xlarge', 'ml.m6i.16xlarge', 'ml.m6i.24xlarge', 'ml.m6i.2xlarge', 'ml.m6i.32xlarge', 'ml.m6i.4xlarge', 'ml.m6i.8xlarge', 'ml.m6i.large', 'ml.m6i.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.r6i.12xlarge', 'ml.r6i.16xlarge', 'ml.r6i.24xlarge', 'ml.r6i.2xlarge', 'ml.r6i.32xlarge', 'ml.r6i.4xlarge', 'ml.r6i.8xlarge', 'ml.r6i.large', 'ml.r6i.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge']]]

SupportedRealtimeInferenceInstanceTypes

• Type: typing.Optional[typing.List[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.large', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.large', 'ml.c5.xlarge', 'ml.c5d.18xlarge', 'ml.c5d.2xlarge', 'ml.c5d.4xlarge', 'ml.c5d.9xlarge', 'ml.c5d.large', 'ml.c5d.xlarge', 'ml.c6g.12xlarge', 'ml.c6g.16xlarge', 'ml.c6g.2xlarge', 'ml.c6g.4xlarge', 'ml.c6g.8xlarge', 'ml.c6g.large', 'ml.c6g.xlarge', 'ml.c6gd.12xlarge', 'ml.c6gd.16xlarge', 'ml.c6gd.2xlarge', 'ml.c6gd.4xlarge', 'ml.c6gd.8xlarge', 'ml.c6gd.large', 'ml.c6gd.xlarge', 'ml.c6gn.12xlarge', 'ml.c6gn.16xlarge', 'ml.c6gn.2xlarge', 'ml.c6gn.4xlarge', 'ml.c6gn.8xlarge', 'ml.c6gn.large', 'ml.c6gn.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c7g.12xlarge', 'ml.c7g.16xlarge', 'ml.c7g.2xlarge', 'ml.c7g.4xlarge', 'ml.c7g.8xlarge', 'ml.c7g.large', 'ml.c7g.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.dl1.24xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.inf1.24xlarge', 'ml.inf1.2xlarge', 'ml.inf1.6xlarge', 'ml.inf1.xlarge', 'ml.inf2.24xlarge', 'ml.inf2.48xlarge', 'ml.inf2.8xlarge', 'ml.inf2.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m5d.12xlarge', 'ml.m5d.24xlarge', 'ml.m5d.2xlarge', 'ml.m5d.4xlarge', 'ml.m5d.large', 'ml.m5d.xlarge', 'ml.m6g.12xlarge', 'ml.m6g.16xlarge', 'ml.m6g.2xlarge', 'ml.m6g.4xlarge', 'ml.m6g.8xlarge', 'ml.m6g.large', 'ml.m6g.xlarge', 'ml.m6gd.12xlarge', 'ml.m6gd.16xlarge', 'ml.m6gd.2xlarge', 'ml.m6gd.4xlarge', 'ml.m6gd.8xlarge', 'ml.m6gd.large', 'ml.m6gd.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.r5.12xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.r5d.12xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.large', 'ml.r5d.xlarge', 'ml.r6g.12xlarge', 'ml.r6g.16xlarge', 'ml.r6g.2xlarge', 'ml.r6g.4xlarge', 'ml.r6g.8xlarge', 'ml.r6g.large', 'ml.r6g.xlarge', 'ml.r6gd.12xlarge', 'ml.r6gd.16xlarge', 'ml.r6gd.2xlarge', 'ml.r6gd.4xlarge', 'ml.r6gd.8xlarge', 'ml.r6gd.large', 'ml.r6gd.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']]]

SupportedContentTypes

• Type: typing.Optional[typing.List[str]]

SupportedResponseMIMETypes

• Type: typing.Optional[typing.List[str]]

InferenceSpecificationOutputTypeDef

Containers

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ModelPackageContainerDefinitionOutputTypeDef]
• Required: Yes

SupportedTransformInstanceTypes

• Type: typing.Optional[typing.List[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m6i.12xlarge', 'ml.m6i.16xlarge', 'ml.m6i.24xlarge', 'ml.m6i.2xlarge', 'ml.m6i.32xlarge', 'ml.m6i.4xlarge', 'ml.m6i.8xlarge', 'ml.m6i.large', 'ml.m6i.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.r6i.12xlarge', 'ml.r6i.16xlarge', 'ml.r6i.24xlarge', 'ml.r6i.2xlarge', 'ml.r6i.32xlarge', 'ml.r6i.4xlarge', 'ml.r6i.8xlarge', 'ml.r6i.large', 'ml.r6i.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge']]]

SupportedRealtimeInferenceInstanceTypes

• Type: typing.Optional[typing.List[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.large', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.large', 'ml.c5.xlarge', 'ml.c5d.18xlarge', 'ml.c5d.2xlarge', 'ml.c5d.4xlarge', 'ml.c5d.9xlarge', 'ml.c5d.large', 'ml.c5d.xlarge', 'ml.c6g.12xlarge', 'ml.c6g.16xlarge', 'ml.c6g.2xlarge', 'ml.c6g.4xlarge', 'ml.c6g.8xlarge', 'ml.c6g.large', 'ml.c6g.xlarge', 'ml.c6gd.12xlarge', 'ml.c6gd.16xlarge', 'ml.c6gd.2xlarge', 'ml.c6gd.4xlarge', 'ml.c6gd.8xlarge', 'ml.c6gd.large', 'ml.c6gd.xlarge', 'ml.c6gn.12xlarge', 'ml.c6gn.16xlarge', 'ml.c6gn.2xlarge', 'ml.c6gn.4xlarge', 'ml.c6gn.8xlarge', 'ml.c6gn.large', 'ml.c6gn.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c7g.12xlarge', 'ml.c7g.16xlarge', 'ml.c7g.2xlarge', 'ml.c7g.4xlarge', 'ml.c7g.8xlarge', 'ml.c7g.large', 'ml.c7g.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.dl1.24xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.inf1.24xlarge', 'ml.inf1.2xlarge', 'ml.inf1.6xlarge', 'ml.inf1.xlarge', 'ml.inf2.24xlarge', 'ml.inf2.48xlarge', 'ml.inf2.8xlarge', 'ml.inf2.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m5d.12xlarge', 'ml.m5d.24xlarge', 'ml.m5d.2xlarge', 'ml.m5d.4xlarge', 'ml.m5d.large', 'ml.m5d.xlarge', 'ml.m6g.12xlarge', 'ml.m6g.16xlarge', 'ml.m6g.2xlarge', 'ml.m6g.4xlarge', 'ml.m6g.8xlarge', 'ml.m6g.large', 'ml.m6g.xlarge', 'ml.m6gd.12xlarge', 'ml.m6gd.16xlarge', 'ml.m6gd.2xlarge', 'ml.m6gd.4xlarge', 'ml.m6gd.8xlarge', 'ml.m6gd.large', 'ml.m6gd.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.r5.12xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.r5d.12xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.large', 'ml.r5d.xlarge', 'ml.r6g.12xlarge', 'ml.r6g.16xlarge', 'ml.r6g.2xlarge', 'ml.r6g.4xlarge', 'ml.r6g.8xlarge', 'ml.r6g.large', 'ml.r6g.xlarge', 'ml.r6gd.12xlarge', 'ml.r6gd.16xlarge', 'ml.r6gd.2xlarge', 'ml.r6gd.4xlarge', 'ml.r6gd.8xlarge', 'ml.r6gd.large', 'ml.r6gd.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']]]

SupportedContentTypes

• Type: typing.Optional[typing.List[str]]

SupportedResponseMIMETypes

• Type: typing.Optional[typing.List[str]]

InferenceSpecificationTypeDef

Containers

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ModelPackageContainerDefinitionTypeDef]
• Required: Yes

SupportedTransformInstanceTypes

• Type: typing.Optional[typing.Sequence[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m6i.12xlarge', 'ml.m6i.16xlarge', 'ml.m6i.24xlarge', 'ml.m6i.2xlarge', 'ml.m6i.32xlarge', 'ml.m6i.4xlarge', 'ml.m6i.8xlarge', 'ml.m6i.large', 'ml.m6i.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.r6i.12xlarge', 'ml.r6i.16xlarge', 'ml.r6i.24xlarge', 'ml.r6i.2xlarge', 'ml.r6i.32xlarge', 'ml.r6i.4xlarge', 'ml.r6i.8xlarge', 'ml.r6i.large', 'ml.r6i.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge']]]

SupportedRealtimeInferenceInstanceTypes

• Type: typing.Optional[typing.Sequence[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.large', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.large', 'ml.c5.xlarge', 'ml.c5d.18xlarge', 'ml.c5d.2xlarge', 'ml.c5d.4xlarge', 'ml.c5d.9xlarge', 'ml.c5d.large', 'ml.c5d.xlarge', 'ml.c6g.12xlarge', 'ml.c6g.16xlarge', 'ml.c6g.2xlarge', 'ml.c6g.4xlarge', 'ml.c6g.8xlarge', 'ml.c6g.large', 'ml.c6g.xlarge', 'ml.c6gd.12xlarge', 'ml.c6gd.16xlarge', 'ml.c6gd.2xlarge', 'ml.c6gd.4xlarge', 'ml.c6gd.8xlarge', 'ml.c6gd.large', 'ml.c6gd.xlarge', 'ml.c6gn.12xlarge', 'ml.c6gn.16xlarge', 'ml.c6gn.2xlarge', 'ml.c6gn.4xlarge', 'ml.c6gn.8xlarge', 'ml.c6gn.large', 'ml.c6gn.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c7g.12xlarge', 'ml.c7g.16xlarge', 'ml.c7g.2xlarge', 'ml.c7g.4xlarge', 'ml.c7g.8xlarge', 'ml.c7g.large', 'ml.c7g.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.dl1.24xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.inf1.24xlarge', 'ml.inf1.2xlarge', 'ml.inf1.6xlarge', 'ml.inf1.xlarge', 'ml.inf2.24xlarge', 'ml.inf2.48xlarge', 'ml.inf2.8xlarge', 'ml.inf2.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m5d.12xlarge', 'ml.m5d.24xlarge', 'ml.m5d.2xlarge', 'ml.m5d.4xlarge', 'ml.m5d.large', 'ml.m5d.xlarge', 'ml.m6g.12xlarge', 'ml.m6g.16xlarge', 'ml.m6g.2xlarge', 'ml.m6g.4xlarge', 'ml.m6g.8xlarge', 'ml.m6g.large', 'ml.m6g.xlarge', 'ml.m6gd.12xlarge', 'ml.m6gd.16xlarge', 'ml.m6gd.2xlarge', 'ml.m6gd.4xlarge', 'ml.m6gd.8xlarge', 'ml.m6gd.large', 'ml.m6gd.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.r5.12xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.r5d.12xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.large', 'ml.r5d.xlarge', 'ml.r6g.12xlarge', 'ml.r6g.16xlarge', 'ml.r6g.2xlarge', 'ml.r6g.4xlarge', 'ml.r6g.8xlarge', 'ml.r6g.large', 'ml.r6g.xlarge', 'ml.r6gd.12xlarge', 'ml.r6gd.16xlarge', 'ml.r6gd.2xlarge', 'ml.r6gd.4xlarge', 'ml.r6gd.8xlarge', 'ml.r6gd.large', 'ml.r6gd.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']]]

SupportedContentTypes

• Type: typing.Optional[typing.Sequence[str]]

SupportedResponseMIMETypes

• Type: typing.Optional[typing.Sequence[str]]

InfraCheckConfigTypeDef

EnableInfraCheck

• Type: typing.Optional[bool]

InputConfigTypeDef

S3Uri

• Type:
• Required: Yes

Framework

• Type: typing.Literal['DARKNET', 'KERAS', 'MXNET', 'ONNX', 'PYTORCH', 'SKLEARN', 'TENSORFLOW', 'TFLITE', 'XGBOOST']
• Required: Yes

DataInputConfig

• Type: typing.Optional[str]

FrameworkVersion

• Type: typing.Optional[str]

InstanceGroupTypeDef

InstanceType

• Type: typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.c5n.18xlarge', 'ml.c5n.2xlarge', 'ml.c5n.4xlarge', 'ml.c5n.9xlarge', 'ml.c5n.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m6i.12xlarge', 'ml.m6i.16xlarge', 'ml.m6i.24xlarge', 'ml.m6i.2xlarge', 'ml.m6i.32xlarge', 'ml.m6i.4xlarge', 'ml.m6i.8xlarge', 'ml.m6i.large', 'ml.m6i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p3dn.24xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']
• Required: Yes

InstanceCount

• Type:
• Required: Yes

InstanceGroupName

• Type:
• Required: Yes

InstanceMetadataServiceConfigurationTypeDef

MinimumInstanceMetadataServiceVersion

• Type:
• Required: Yes

IntegerParameterRangeSpecificationTypeDef

MinValue

• Type:
• Required: Yes

MaxValue

• Type:
• Required: Yes

IntegerParameterRangeTypeDef

Name

• Type:
• Required: Yes

MinValue

• Type:
• Required: Yes

MaxValue

• Type:
• Required: Yes

ScalingType

• Type: typing.Optional[typing.Literal['Auto', 'Linear', 'Logarithmic', 'ReverseLogarithmic']]

JupyterLabAppImageConfigExtraOutputTypeDef

FileSystemConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.FileSystemConfigTypeDef]

ContainerConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ContainerConfigExtraOutputTypeDef]

JupyterLabAppImageConfigOutputTypeDef

FileSystemConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.FileSystemConfigTypeDef]

ContainerConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ContainerConfigOutputTypeDef]

JupyterLabAppImageConfigTypeDef

FileSystemConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.FileSystemConfigTypeDef]

ContainerConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ContainerConfigTypeDef]

JupyterLabAppSettingsOutputTypeDef

DefaultResourceSpec

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceSpecTypeDef]

CustomImages

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.CustomImageTypeDef]]

LifecycleConfigArns

• Type: typing.Optional[typing.List[str]]

CodeRepositories

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.CodeRepositoryTypeDef]]

JupyterLabAppSettingsTypeDef

DefaultResourceSpec

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceSpecTypeDef]

CustomImages

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.CustomImageTypeDef]]

LifecycleConfigArns

• Type: typing.Optional[typing.Sequence[str]]

CodeRepositories

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.CodeRepositoryTypeDef]]

JupyterServerAppSettingsOutputTypeDef

DefaultResourceSpec

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceSpecTypeDef]

LifecycleConfigArns

• Type: typing.Optional[typing.List[str]]

CodeRepositories

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.CodeRepositoryTypeDef]]

JupyterServerAppSettingsTypeDef

DefaultResourceSpec

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceSpecTypeDef]

LifecycleConfigArns

• Type: typing.Optional[typing.Sequence[str]]

CodeRepositories

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.CodeRepositoryTypeDef]]

KendraSettingsTypeDef

Status

• Type: typing.Optional[typing.Literal['DISABLED', 'ENABLED']]

KernelGatewayAppSettingsOutputTypeDef

DefaultResourceSpec

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceSpecTypeDef]

CustomImages

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.CustomImageTypeDef]]

LifecycleConfigArns

• Type: typing.Optional[typing.List[str]]

KernelGatewayAppSettingsTypeDef

DefaultResourceSpec

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceSpecTypeDef]

CustomImages

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.CustomImageTypeDef]]

LifecycleConfigArns

• Type: typing.Optional[typing.Sequence[str]]

KernelGatewayImageConfigExtraOutputTypeDef

KernelSpecs

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.KernelSpecTypeDef]
• Required: Yes

FileSystemConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.FileSystemConfigTypeDef]

KernelGatewayImageConfigOutputTypeDef

KernelSpecs

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.KernelSpecTypeDef]
• Required: Yes

FileSystemConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.FileSystemConfigTypeDef]

KernelGatewayImageConfigTypeDef

KernelSpecs

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.KernelSpecTypeDef]
• Required: Yes

FileSystemConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.FileSystemConfigTypeDef]

KernelSpecTypeDef

Name

• Type:
• Required: Yes

DisplayName

• Type: typing.Optional[str]

LabelCountersForWorkteamTypeDef

HumanLabeled

• Type: typing.Optional[int]

PendingHuman

• Type: typing.Optional[int]

Total

• Type: typing.Optional[int]

LabelCountersTypeDef

TotalLabeled

• Type: typing.Optional[int]

HumanLabeled

• Type: typing.Optional[int]

MachineLabeled

• Type: typing.Optional[int]

FailedNonRetryableError

• Type: typing.Optional[int]

Unlabeled

• Type: typing.Optional[int]

LabelingJobAlgorithmsConfigOutputTypeDef

LabelingJobAlgorithmSpecificationArn

• Type:
• Required: Yes

InitialActiveLearningModelArn

• Type: typing.Optional[str]

LabelingJobResourceConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.LabelingJobResourceConfigOutputTypeDef]

LabelingJobAlgorithmsConfigTypeDef

LabelingJobAlgorithmSpecificationArn

• Type:
• Required: Yes

InitialActiveLearningModelArn

• Type: typing.Optional[str]

LabelingJobResourceConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.LabelingJobResourceConfigTypeDef]

LabelingJobDataAttributesExtraOutputTypeDef

ContentClassifiers

• Type: typing.Optional[typing.List[typing.Literal['FreeOfAdultContent', 'FreeOfPersonallyIdentifiableInformation']]]

LabelingJobDataAttributesOutputTypeDef

ContentClassifiers

• Type: typing.Optional[typing.List[typing.Literal['FreeOfAdultContent', 'FreeOfPersonallyIdentifiableInformation']]]

LabelingJobDataAttributesTypeDef

ContentClassifiers

• Type: typing.Optional[typing.Sequence[typing.Literal['FreeOfAdultContent', 'FreeOfPersonallyIdentifiableInformation']]]

LabelingJobDataSourceTypeDef

S3DataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.LabelingJobS3DataSourceTypeDef]

SnsDataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.LabelingJobSnsDataSourceTypeDef]

LabelingJobForWorkteamSummaryTypeDef

JobReferenceCode

• Type:
• Required: Yes

WorkRequesterAccountId

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

LabelingJobName

• Type: typing.Optional[str]

LabelCounters

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.LabelCountersForWorkteamTypeDef]

NumberOfHumanWorkersPerDataObject

• Type: typing.Optional[int]

LabelingJobInputConfigExtraOutputTypeDef

DataSource

• Type:
• Required: Yes

DataAttributes

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.LabelingJobDataAttributesExtraOutputTypeDef]

LabelingJobInputConfigOutputTypeDef

DataSource

• Type:
• Required: Yes

DataAttributes

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.LabelingJobDataAttributesOutputTypeDef]

LabelingJobInputConfigTypeDef

DataSource

• Type:
• Required: Yes

DataAttributes

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.LabelingJobDataAttributesTypeDef]

LabelingJobOutputConfigTypeDef

S3OutputPath

• Type:
• Required: Yes

KmsKeyId

• Type: typing.Optional[str]

SnsTopicArn

• Type: typing.Optional[str]

LabelingJobOutputTypeDef

OutputDatasetS3Uri

• Type:
• Required: Yes

FinalActiveLearningModelArn

• Type: typing.Optional[str]

LabelingJobResourceConfigOutputTypeDef

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.VpcConfigOutputTypeDef]

LabelingJobResourceConfigTypeDef

VolumeKmsKeyId

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.VpcConfigTypeDef]

LabelingJobS3DataSourceTypeDef

ManifestS3Uri

• Type:
• Required: Yes

LabelingJobSnsDataSourceTypeDef

SnsTopicArn

• Type:
• Required: Yes

LabelingJobStoppingConditionsTypeDef

MaxHumanLabeledObjectCount

• Type: typing.Optional[int]

MaxPercentageOfInputDatasetLabeled

• Type: typing.Optional[int]

LabelingJobSummaryTypeDef

LabelingJobName

• Type:
• Required: Yes

LabelingJobArn

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

LabelingJobStatus

• Type: typing.Literal['Completed', 'Failed', 'InProgress', 'Initializing', 'Stopped', 'Stopping']
• Required: Yes

LabelCounters

• Type:
• Required: Yes

WorkteamArn

• Type:
• Required: Yes

PreHumanTaskLambdaArn

• Type:
• Required: Yes

AnnotationConsolidationLambdaArn

• Type: typing.Optional[str]

FailureReason

• Type: typing.Optional[str]

LabelingJobOutput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.LabelingJobOutputTypeDef]

InputConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.LabelingJobInputConfigOutputTypeDef]

LambdaStepMetadataTypeDef

Arn

• Type: typing.Optional[str]

OutputParameters

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.OutputParameterTypeDef]]

LastUpdateStatusTypeDef

Status

• Type: typing.Literal['Failed', 'InProgress', 'Successful']
• Required: Yes

FailureReason

• Type: typing.Optional[str]

LineageGroupSummaryTypeDef

LineageGroupArn

• Type: typing.Optional[str]

LineageGroupName

• Type: typing.Optional[str]

DisplayName

• Type: typing.Optional[str]

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

ListActionsRequestListActionsPaginateTypeDef

SourceUri

• Type: typing.Optional[str]

ActionType

• Type: typing.Optional[str]

CreatedAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreatedBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListActionsRequestRequestTypeDef

SourceUri

• Type: typing.Optional[str]

ActionType

• Type: typing.Optional[str]

CreatedAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreatedBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListActionsResponseTypeDef

ActionSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ActionSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListAlgorithmsInputListAlgorithmsPaginateTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListAlgorithmsInputRequestTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

MaxResults

• Type: typing.Optional[int]

NameContains

• Type: typing.Optional[str]

NextToken

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

ListAlgorithmsOutputTypeDef

AlgorithmSummaryList

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AlgorithmSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListAliasesRequestListAliasesPaginateTypeDef

ImageName

• Type:
• Required: Yes

Alias

• Type: typing.Optional[str]

Version

• Type: typing.Optional[int]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListAliasesRequestRequestTypeDef

ImageName

• Type:
• Required: Yes

Alias

• Type: typing.Optional[str]

Version

• Type: typing.Optional[int]

MaxResults

• Type: typing.Optional[int]

NextToken

• Type: typing.Optional[str]

ListAliasesResponseTypeDef

SageMakerImageVersionAliases

• Type: typing.List[str]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListAppImageConfigsRequestListAppImageConfigsPaginateTypeDef

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

ModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

ModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'LastModifiedTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListAppImageConfigsRequestRequestTypeDef

MaxResults

• Type: typing.Optional[int]

NextToken

• Type: typing.Optional[str]

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

ModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

ModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'LastModifiedTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

ListAppImageConfigsResponseTypeDef

AppImageConfigs

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AppImageConfigDetailsTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListAppsRequestListAppsPaginateTypeDef

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime']]

DomainIdEquals

• Type: typing.Optional[str]

UserProfileNameEquals

• Type: typing.Optional[str]

SpaceNameEquals

• Type: typing.Optional[str]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListAppsRequestRequestTypeDef

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime']]

DomainIdEquals

• Type: typing.Optional[str]

UserProfileNameEquals

• Type: typing.Optional[str]

SpaceNameEquals

• Type: typing.Optional[str]

ListAppsResponseTypeDef

Apps

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AppDetailsTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListArtifactsRequestListArtifactsPaginateTypeDef

SourceUri

• Type: typing.Optional[str]

ArtifactType

• Type: typing.Optional[str]

CreatedAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreatedBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListArtifactsRequestRequestTypeDef

SourceUri

• Type: typing.Optional[str]

ArtifactType

• Type: typing.Optional[str]

CreatedAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreatedBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListArtifactsResponseTypeDef

ArtifactSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ArtifactSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListAssociationsRequestListAssociationsPaginateTypeDef

SourceArn

• Type: typing.Optional[str]

DestinationArn

• Type: typing.Optional[str]

SourceType

• Type: typing.Optional[str]

DestinationType

• Type: typing.Optional[str]

AssociationType

• Type: typing.Optional[typing.Literal['AssociatedWith', 'ContributedTo', 'DerivedFrom', 'Produced', 'SameAs']]

CreatedAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreatedBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'DestinationArn', 'DestinationType', 'SourceArn', 'SourceType']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListAssociationsRequestRequestTypeDef

SourceArn

• Type: typing.Optional[str]

DestinationArn

• Type: typing.Optional[str]

SourceType

• Type: typing.Optional[str]

DestinationType

• Type: typing.Optional[str]

AssociationType

• Type: typing.Optional[typing.Literal['AssociatedWith', 'ContributedTo', 'DerivedFrom', 'Produced', 'SameAs']]

CreatedAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreatedBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'DestinationArn', 'DestinationType', 'SourceArn', 'SourceType']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListAssociationsResponseTypeDef

AssociationSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AssociationSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListAutoMLJobsRequestListAutoMLJobsPaginateTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

StatusEquals

• Type: typing.Optional[typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListAutoMLJobsRequestRequestTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

StatusEquals

• Type: typing.Optional[typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

MaxResults

• Type: typing.Optional[int]

NextToken

• Type: typing.Optional[str]

ListAutoMLJobsResponseTypeDef

AutoMLJobSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLJobSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListCandidatesForAutoMLJobRequestListCandidatesForAutoMLJobPaginateTypeDef

AutoMLJobName

• Type:
• Required: Yes

StatusEquals

• Type: typing.Optional[typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']]

CandidateNameEquals

• Type: typing.Optional[str]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'FinalObjectiveMetricValue', 'Status']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListCandidatesForAutoMLJobRequestRequestTypeDef

AutoMLJobName

• Type:
• Required: Yes

StatusEquals

• Type: typing.Optional[typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']]

CandidateNameEquals

• Type: typing.Optional[str]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'FinalObjectiveMetricValue', 'Status']]

MaxResults

• Type: typing.Optional[int]

NextToken

• Type: typing.Optional[str]

ListCandidatesForAutoMLJobResponseTypeDef

Candidates

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLCandidateTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListClusterNodesRequestListClusterNodesPaginateTypeDef

ClusterName

• Type:
• Required: Yes

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

InstanceGroupNameContains

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CREATION_TIME', 'NAME']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListClusterNodesRequestRequestTypeDef

ClusterName

• Type:
• Required: Yes

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

InstanceGroupNameContains

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

NextToken

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CREATION_TIME', 'NAME']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

ListClusterNodesResponseTypeDef

NextToken

• Type:
• Required: Yes

ClusterNodeSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ClusterNodeSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListClustersRequestListClustersPaginateTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CREATION_TIME', 'NAME']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListClustersRequestRequestTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

MaxResults

• Type: typing.Optional[int]

NameContains

• Type: typing.Optional[str]

NextToken

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CREATION_TIME', 'NAME']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

ListClustersResponseTypeDef

NextToken

• Type:
• Required: Yes

ClusterSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ClusterSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ListCodeRepositoriesInputListCodeRepositoriesPaginateTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'LastModifiedTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListCodeRepositoriesInputRequestTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

MaxResults

• Type: typing.Optional[int]

NameContains

• Type: typing.Optional[str]

NextToken

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'LastModifiedTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

ListCodeRepositoriesOutputTypeDef

CodeRepositorySummaryList

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.CodeRepositorySummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListCompilationJobsRequestListCompilationJobsPaginateTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

StatusEquals

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'INPROGRESS', 'STARTING', 'STOPPED', 'STOPPING']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListCompilationJobsRequestRequestTypeDef

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

StatusEquals

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'INPROGRESS', 'STARTING', 'STOPPED', 'STOPPING']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

ListCompilationJobsResponseTypeDef

CompilationJobSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.CompilationJobSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListContextsRequestListContextsPaginateTypeDef

SourceUri

• Type: typing.Optional[str]

ContextType

• Type: typing.Optional[str]

CreatedAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreatedBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListContextsRequestRequestTypeDef

SourceUri

• Type: typing.Optional[str]

ContextType

• Type: typing.Optional[str]

CreatedAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreatedBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListContextsResponseTypeDef

ContextSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ContextSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListDataQualityJobDefinitionsRequestListDataQualityJobDefinitionsPaginateTypeDef

EndpointName

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListDataQualityJobDefinitionsRequestRequestTypeDef

EndpointName

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

ListDataQualityJobDefinitionsResponseTypeDef

JobDefinitionSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringJobDefinitionSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListDeviceFleetsRequestListDeviceFleetsPaginateTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CREATION_TIME', 'LAST_MODIFIED_TIME', 'NAME']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListDeviceFleetsRequestRequestTypeDef

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CREATION_TIME', 'LAST_MODIFIED_TIME', 'NAME']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

ListDeviceFleetsResponseTypeDef

DeviceFleetSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.DeviceFleetSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListDevicesRequestListDevicesPaginateTypeDef

LatestHeartbeatAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

ModelName

• Type: typing.Optional[str]

DeviceFleetName

• Type: typing.Optional[str]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListDevicesRequestRequestTypeDef

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

LatestHeartbeatAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

ModelName

• Type: typing.Optional[str]

DeviceFleetName

• Type: typing.Optional[str]

ListDevicesResponseTypeDef

DeviceSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.DeviceSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListDomainsRequestListDomainsPaginateTypeDef

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListDomainsRequestRequestTypeDef

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListDomainsResponseTypeDef

Domains

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.DomainDetailsTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListEdgeDeploymentPlansRequestListEdgeDeploymentPlansPaginateTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

DeviceFleetNameContains

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CREATION_TIME', 'DEVICE_FLEET_NAME', 'LAST_MODIFIED_TIME', 'NAME']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListEdgeDeploymentPlansRequestRequestTypeDef

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

DeviceFleetNameContains

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CREATION_TIME', 'DEVICE_FLEET_NAME', 'LAST_MODIFIED_TIME', 'NAME']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

ListEdgeDeploymentPlansResponseTypeDef

EdgeDeploymentPlanSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.EdgeDeploymentPlanSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListEdgePackagingJobsRequestListEdgePackagingJobsPaginateTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

ModelNameContains

• Type: typing.Optional[str]

StatusEquals

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'INPROGRESS', 'STARTING', 'STOPPED', 'STOPPING']]

SortBy

• Type: typing.Optional[typing.Literal['CREATION_TIME', 'LAST_MODIFIED_TIME', 'MODEL_NAME', 'NAME', 'STATUS']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListEdgePackagingJobsRequestRequestTypeDef

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

ModelNameContains

• Type: typing.Optional[str]

StatusEquals

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'INPROGRESS', 'STARTING', 'STOPPED', 'STOPPING']]

SortBy

• Type: typing.Optional[typing.Literal['CREATION_TIME', 'LAST_MODIFIED_TIME', 'MODEL_NAME', 'NAME', 'STATUS']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

ListEdgePackagingJobsResponseTypeDef

EdgePackagingJobSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.EdgePackagingJobSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListEndpointConfigsInputListEndpointConfigsPaginateTypeDef

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListEndpointConfigsInputRequestTypeDef

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

ListEndpointConfigsOutputTypeDef

EndpointConfigs

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.EndpointConfigSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListEndpointsInputListEndpointsPaginateTypeDef

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

StatusEquals

• Type: typing.Optional[typing.Literal['Creating', 'Deleting', 'Failed', 'InService', 'OutOfService', 'RollingBack', 'SystemUpdating', 'UpdateRollbackFailed', 'Updating']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListEndpointsInputRequestTypeDef

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

StatusEquals

• Type: typing.Optional[typing.Literal['Creating', 'Deleting', 'Failed', 'InService', 'OutOfService', 'RollingBack', 'SystemUpdating', 'UpdateRollbackFailed', 'Updating']]

ListEndpointsOutputTypeDef

Endpoints

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.EndpointSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListExperimentsRequestListExperimentsPaginateTypeDef

CreatedAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreatedBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListExperimentsRequestRequestTypeDef

CreatedAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreatedBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListExperimentsResponseTypeDef

ExperimentSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ExperimentSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListFeatureGroupsRequestListFeatureGroupsPaginateTypeDef

NameContains

• Type: typing.Optional[str]

FeatureGroupStatusEquals

• Type: typing.Optional[typing.Literal['CreateFailed', 'Created', 'Creating', 'DeleteFailed', 'Deleting']]

OfflineStoreStatusEquals

• Type: typing.Optional[typing.Literal['Active', 'Blocked', 'Disabled']]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'FeatureGroupStatus', 'Name', 'OfflineStoreStatus']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListFeatureGroupsRequestRequestTypeDef

NameContains

• Type: typing.Optional[str]

FeatureGroupStatusEquals

• Type: typing.Optional[typing.Literal['CreateFailed', 'Created', 'Creating', 'DeleteFailed', 'Deleting']]

OfflineStoreStatusEquals

• Type: typing.Optional[typing.Literal['Active', 'Blocked', 'Disabled']]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'FeatureGroupStatus', 'Name', 'OfflineStoreStatus']]

MaxResults

• Type: typing.Optional[int]

NextToken

• Type: typing.Optional[str]

ListFeatureGroupsResponseTypeDef

FeatureGroupSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.FeatureGroupSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListFlowDefinitionsRequestListFlowDefinitionsPaginateTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListFlowDefinitionsRequestRequestTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListFlowDefinitionsResponseTypeDef

FlowDefinitionSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.FlowDefinitionSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListHubContentVersionsRequestRequestTypeDef

HubName

• Type:
• Required: Yes

HubContentType

• Type: typing.Literal['Model', 'ModelReference', 'Notebook']
• Required: Yes

HubContentName

• Type:
• Required: Yes

MinVersion

• Type: typing.Optional[str]

MaxSchemaVersion

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'HubContentName', 'HubContentStatus']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

MaxResults

• Type: typing.Optional[int]

NextToken

• Type: typing.Optional[str]

ListHubContentVersionsResponseTypeDef

HubContentSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.HubContentInfoTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListHubContentsRequestRequestTypeDef

HubName

• Type:
• Required: Yes

HubContentType

• Type: typing.Literal['Model', 'ModelReference', 'Notebook']
• Required: Yes

NameContains

• Type: typing.Optional[str]

MaxSchemaVersion

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'HubContentName', 'HubContentStatus']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

MaxResults

• Type: typing.Optional[int]

NextToken

• Type: typing.Optional[str]

ListHubContentsResponseTypeDef

HubContentSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.HubContentInfoTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListHubsRequestRequestTypeDef

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['AccountIdOwner', 'CreationTime', 'HubName', 'HubStatus']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

MaxResults

• Type: typing.Optional[int]

NextToken

• Type: typing.Optional[str]

ListHubsResponseTypeDef

HubSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.HubInfoTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListHumanTaskUisRequestListHumanTaskUisPaginateTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListHumanTaskUisRequestRequestTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListHumanTaskUisResponseTypeDef

HumanTaskUiSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.HumanTaskUiSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListHyperParameterTuningJobsRequestListHyperParameterTuningJobsPaginateTypeDef

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NameContains

• Type: typing.Optional[str]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

StatusEquals

• Type: typing.Optional[typing.Literal['Completed', 'DeleteFailed', 'Deleting', 'Failed', 'InProgress', 'Stopped', 'Stopping']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListHyperParameterTuningJobsRequestRequestTypeDef

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NameContains

• Type: typing.Optional[str]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

StatusEquals

• Type: typing.Optional[typing.Literal['Completed', 'DeleteFailed', 'Deleting', 'Failed', 'InProgress', 'Stopped', 'Stopping']]

ListHyperParameterTuningJobsResponseTypeDef

HyperParameterTuningJobSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTuningJobSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListImageVersionsRequestListImageVersionsPaginateTypeDef

ImageName

• Type:
• Required: Yes

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CREATION_TIME', 'LAST_MODIFIED_TIME', 'VERSION']]

SortOrder

• Type: typing.Optional[typing.Literal['ASCENDING', 'DESCENDING']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListImageVersionsRequestRequestTypeDef

ImageName

• Type:
• Required: Yes

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

MaxResults

• Type: typing.Optional[int]

NextToken

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CREATION_TIME', 'LAST_MODIFIED_TIME', 'VERSION']]

SortOrder

• Type: typing.Optional[typing.Literal['ASCENDING', 'DESCENDING']]

ListImageVersionsResponseTypeDef

ImageVersions

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ImageVersionTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListImagesRequestListImagesPaginateTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CREATION_TIME', 'IMAGE_NAME', 'LAST_MODIFIED_TIME']]

SortOrder

• Type: typing.Optional[typing.Literal['ASCENDING', 'DESCENDING']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListImagesRequestRequestTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

MaxResults

• Type: typing.Optional[int]

NameContains

• Type: typing.Optional[str]

NextToken

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CREATION_TIME', 'IMAGE_NAME', 'LAST_MODIFIED_TIME']]

SortOrder

• Type: typing.Optional[typing.Literal['ASCENDING', 'DESCENDING']]

ListImagesResponseTypeDef

Images

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ImageTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListInferenceComponentsInputListInferenceComponentsPaginateTypeDef

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

StatusEquals

• Type: typing.Optional[typing.Literal['Creating', 'Deleting', 'Failed', 'InService', 'Updating']]

EndpointNameEquals

• Type: typing.Optional[str]

VariantNameEquals

• Type: typing.Optional[str]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListInferenceComponentsInputRequestTypeDef

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

StatusEquals

• Type: typing.Optional[typing.Literal['Creating', 'Deleting', 'Failed', 'InService', 'Updating']]

EndpointNameEquals

• Type: typing.Optional[str]

VariantNameEquals

• Type: typing.Optional[str]

ListInferenceComponentsOutputTypeDef

InferenceComponents

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceComponentSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListInferenceExperimentsRequestListInferenceExperimentsPaginateTypeDef

NameContains

• Type: typing.Optional[str]

Type

• Type: typing.Optional[typing.Literal['ShadowMode']]

StatusEquals

• Type: typing.Optional[typing.Literal['Cancelled', 'Completed', 'Created', 'Creating', 'Running', 'Starting', 'Stopping', 'Updating']]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListInferenceExperimentsRequestRequestTypeDef

NameContains

• Type: typing.Optional[str]

Type

• Type: typing.Optional[typing.Literal['ShadowMode']]

StatusEquals

• Type: typing.Optional[typing.Literal['Cancelled', 'Completed', 'Created', 'Creating', 'Running', 'Starting', 'Stopping', 'Updating']]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListInferenceExperimentsResponseTypeDef

InferenceExperiments

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceExperimentSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListInferenceRecommendationsJobStepsRequestListInferenceRecommendationsJobStepsPaginateTypeDef

JobName

• Type:
• Required: Yes

Status

• Type: typing.Optional[typing.Literal['COMPLETED', 'DELETED', 'DELETING', 'FAILED', 'IN_PROGRESS', 'PENDING', 'STOPPED', 'STOPPING']]

StepType

• Type: typing.Optional[typing.Literal['BENCHMARK']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListInferenceRecommendationsJobStepsRequestRequestTypeDef

JobName

• Type:
• Required: Yes

Status

• Type: typing.Optional[typing.Literal['COMPLETED', 'DELETED', 'DELETING', 'FAILED', 'IN_PROGRESS', 'PENDING', 'STOPPED', 'STOPPING']]

StepType

• Type: typing.Optional[typing.Literal['BENCHMARK']]

MaxResults

• Type: typing.Optional[int]

NextToken

• Type: typing.Optional[str]

ListInferenceRecommendationsJobStepsResponseTypeDef

Steps

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceRecommendationsJobStepTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListInferenceRecommendationsJobsRequestListInferenceRecommendationsJobsPaginateTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

StatusEquals

• Type: typing.Optional[typing.Literal['COMPLETED', 'DELETED', 'DELETING', 'FAILED', 'IN_PROGRESS', 'PENDING', 'STOPPED', 'STOPPING']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

ModelNameEquals

• Type: typing.Optional[str]

ModelPackageVersionArnEquals

• Type: typing.Optional[str]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListInferenceRecommendationsJobsRequestRequestTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

StatusEquals

• Type: typing.Optional[typing.Literal['COMPLETED', 'DELETED', 'DELETING', 'FAILED', 'IN_PROGRESS', 'PENDING', 'STOPPED', 'STOPPING']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ModelNameEquals

• Type: typing.Optional[str]

ModelPackageVersionArnEquals

• Type: typing.Optional[str]

ListInferenceRecommendationsJobsResponseTypeDef

InferenceRecommendationsJobs

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceRecommendationsJobTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListLabelingJobsForWorkteamRequestListLabelingJobsForWorkteamPaginateTypeDef

WorkteamArn

• Type:
• Required: Yes

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

JobReferenceCodeContains

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListLabelingJobsForWorkteamRequestRequestTypeDef

WorkteamArn

• Type:
• Required: Yes

MaxResults

• Type: typing.Optional[int]

NextToken

• Type: typing.Optional[str]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

JobReferenceCodeContains

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

ListLabelingJobsForWorkteamResponseTypeDef

LabelingJobSummaryList

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.LabelingJobForWorkteamSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListLabelingJobsRequestListLabelingJobsPaginateTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

StatusEquals

• Type: typing.Optional[typing.Literal['Completed', 'Failed', 'InProgress', 'Initializing', 'Stopped', 'Stopping']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListLabelingJobsRequestRequestTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

MaxResults

• Type: typing.Optional[int]

NextToken

• Type: typing.Optional[str]

NameContains

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

StatusEquals

• Type: typing.Optional[typing.Literal['Completed', 'Failed', 'InProgress', 'Initializing', 'Stopped', 'Stopping']]

ListLabelingJobsResponseTypeDef

LabelingJobSummaryList

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.LabelingJobSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListLineageGroupsRequestListLineageGroupsPaginateTypeDef

CreatedAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreatedBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListLineageGroupsRequestRequestTypeDef

CreatedAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreatedBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListLineageGroupsResponseTypeDef

LineageGroupSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.LineageGroupSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListMlflowTrackingServersRequestListMlflowTrackingServersPaginateTypeDef

CreatedAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreatedBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

TrackingServerStatus

• Type: typing.Optional[typing.Literal['CreateFailed', 'Created', 'Creating', 'DeleteFailed', 'Deleting', 'MaintenanceComplete', 'MaintenanceFailed', 'MaintenanceInProgress', 'StartFailed', 'Started', 'Starting', 'StopFailed', 'Stopped', 'Stopping', 'UpdateFailed', 'Updated', 'Updating']]

MlflowVersion

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListMlflowTrackingServersRequestRequestTypeDef

CreatedAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreatedBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

TrackingServerStatus

• Type: typing.Optional[typing.Literal['CreateFailed', 'Created', 'Creating', 'DeleteFailed', 'Deleting', 'MaintenanceComplete', 'MaintenanceFailed', 'MaintenanceInProgress', 'StartFailed', 'Started', 'Starting', 'StopFailed', 'Stopped', 'Stopping', 'UpdateFailed', 'Updated', 'Updating']]

MlflowVersion

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListMlflowTrackingServersResponseTypeDef

TrackingServerSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TrackingServerSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListModelBiasJobDefinitionsRequestListModelBiasJobDefinitionsPaginateTypeDef

EndpointName

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListModelBiasJobDefinitionsRequestRequestTypeDef

EndpointName

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

ListModelBiasJobDefinitionsResponseTypeDef

JobDefinitionSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringJobDefinitionSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListModelCardExportJobsRequestListModelCardExportJobsPaginateTypeDef

ModelCardName

• Type:
• Required: Yes

ModelCardVersion

• Type: typing.Optional[int]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

ModelCardExportJobNameContains

• Type: typing.Optional[str]

StatusEquals

• Type: typing.Optional[typing.Literal['Completed', 'Failed', 'InProgress']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListModelCardExportJobsRequestRequestTypeDef

ModelCardName

• Type:
• Required: Yes

ModelCardVersion

• Type: typing.Optional[int]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

ModelCardExportJobNameContains

• Type: typing.Optional[str]

StatusEquals

• Type: typing.Optional[typing.Literal['Completed', 'Failed', 'InProgress']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListModelCardExportJobsResponseTypeDef

ModelCardExportJobSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ModelCardExportJobSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListModelCardVersionsRequestListModelCardVersionsPaginateTypeDef

ModelCardName

• Type:
• Required: Yes

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

ModelCardStatus

• Type: typing.Optional[typing.Literal['Approved', 'Archived', 'Draft', 'PendingReview']]

SortBy

• Type: typing.Optional[typing.Literal['Version']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListModelCardVersionsRequestRequestTypeDef

ModelCardName

• Type:
• Required: Yes

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

MaxResults

• Type: typing.Optional[int]

ModelCardStatus

• Type: typing.Optional[typing.Literal['Approved', 'Archived', 'Draft', 'PendingReview']]

NextToken

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['Version']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

ListModelCardVersionsResponseTypeDef

ModelCardVersionSummaryList

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ModelCardVersionSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListModelCardsRequestListModelCardsPaginateTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

ModelCardStatus

• Type: typing.Optional[typing.Literal['Approved', 'Archived', 'Draft', 'PendingReview']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListModelCardsRequestRequestTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

MaxResults

• Type: typing.Optional[int]

NameContains

• Type: typing.Optional[str]

ModelCardStatus

• Type: typing.Optional[typing.Literal['Approved', 'Archived', 'Draft', 'PendingReview']]

NextToken

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

ListModelCardsResponseTypeDef

ModelCardSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ModelCardSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListModelExplainabilityJobDefinitionsRequestListModelExplainabilityJobDefinitionsPaginateTypeDef

EndpointName

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListModelExplainabilityJobDefinitionsRequestRequestTypeDef

EndpointName

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

ListModelExplainabilityJobDefinitionsResponseTypeDef

JobDefinitionSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringJobDefinitionSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListModelMetadataRequestListModelMetadataPaginateTypeDef

SearchExpression

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelMetadataSearchExpressionTypeDef]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListModelMetadataRequestRequestTypeDef

SearchExpression

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelMetadataSearchExpressionTypeDef]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListModelMetadataResponseTypeDef

ModelMetadataSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ModelMetadataSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListModelPackageGroupsInputListModelPackageGroupsPaginateTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

CrossAccountFilterOption

• Type: typing.Optional[typing.Literal['CrossAccount', 'SameAccount']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListModelPackageGroupsInputRequestTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

MaxResults

• Type: typing.Optional[int]

NameContains

• Type: typing.Optional[str]

NextToken

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

CrossAccountFilterOption

• Type: typing.Optional[typing.Literal['CrossAccount', 'SameAccount']]

ListModelPackageGroupsOutputTypeDef

ModelPackageGroupSummaryList

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ModelPackageGroupSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListModelPackagesInputListModelPackagesPaginateTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

ModelApprovalStatus

• Type: typing.Optional[typing.Literal['Approved', 'PendingManualApproval', 'Rejected']]

ModelPackageGroupName

• Type: typing.Optional[str]

ModelPackageType

• Type: typing.Optional[typing.Literal['Both', 'Unversioned', 'Versioned']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListModelPackagesInputRequestTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

MaxResults

• Type: typing.Optional[int]

NameContains

• Type: typing.Optional[str]

ModelApprovalStatus

• Type: typing.Optional[typing.Literal['Approved', 'PendingManualApproval', 'Rejected']]

ModelPackageGroupName

• Type: typing.Optional[str]

ModelPackageType

• Type: typing.Optional[typing.Literal['Both', 'Unversioned', 'Versioned']]

NextToken

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

ListModelPackagesOutputTypeDef

ModelPackageSummaryList

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ModelPackageSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListModelQualityJobDefinitionsRequestListModelQualityJobDefinitionsPaginateTypeDef

EndpointName

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListModelQualityJobDefinitionsRequestRequestTypeDef

EndpointName

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

ListModelQualityJobDefinitionsResponseTypeDef

JobDefinitionSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringJobDefinitionSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListModelsInputListModelsPaginateTypeDef

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListModelsInputRequestTypeDef

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

ListModelsOutputTypeDef

Models

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ModelSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListMonitoringAlertHistoryRequestListMonitoringAlertHistoryPaginateTypeDef

MonitoringScheduleName

• Type: typing.Optional[str]

MonitoringAlertName

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

StatusEquals

• Type: typing.Optional[typing.Literal['InAlert', 'OK']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListMonitoringAlertHistoryRequestRequestTypeDef

MonitoringScheduleName

• Type: typing.Optional[str]

MonitoringAlertName

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

StatusEquals

• Type: typing.Optional[typing.Literal['InAlert', 'OK']]

ListMonitoringAlertHistoryResponseTypeDef

MonitoringAlertHistory

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringAlertHistorySummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListMonitoringAlertsRequestListMonitoringAlertsPaginateTypeDef

MonitoringScheduleName

• Type:
• Required: Yes

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListMonitoringAlertsRequestRequestTypeDef

MonitoringScheduleName

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListMonitoringAlertsResponseTypeDef

MonitoringAlertSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringAlertSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListMonitoringExecutionsRequestListMonitoringExecutionsPaginateTypeDef

MonitoringScheduleName

• Type: typing.Optional[str]

EndpointName

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'ScheduledTime', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

ScheduledTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

ScheduledTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

StatusEquals

• Type: typing.Optional[typing.Literal['Completed', 'CompletedWithViolations', 'Failed', 'InProgress', 'Pending', 'Stopped', 'Stopping']]

MonitoringJobDefinitionName

• Type: typing.Optional[str]

MonitoringTypeEquals

• Type: typing.Optional[typing.Literal['DataQuality', 'ModelBias', 'ModelExplainability', 'ModelQuality']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListMonitoringExecutionsRequestRequestTypeDef

MonitoringScheduleName

• Type: typing.Optional[str]

EndpointName

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'ScheduledTime', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ScheduledTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

ScheduledTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

StatusEquals

• Type: typing.Optional[typing.Literal['Completed', 'CompletedWithViolations', 'Failed', 'InProgress', 'Pending', 'Stopped', 'Stopping']]

MonitoringJobDefinitionName

• Type: typing.Optional[str]

MonitoringTypeEquals

• Type: typing.Optional[typing.Literal['DataQuality', 'ModelBias', 'ModelExplainability', 'ModelQuality']]

ListMonitoringExecutionsResponseTypeDef

MonitoringExecutionSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringExecutionSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListMonitoringSchedulesRequestListMonitoringSchedulesPaginateTypeDef

EndpointName

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

StatusEquals

• Type: typing.Optional[typing.Literal['Failed', 'Pending', 'Scheduled', 'Stopped']]

MonitoringJobDefinitionName

• Type: typing.Optional[str]

MonitoringTypeEquals

• Type: typing.Optional[typing.Literal['DataQuality', 'ModelBias', 'ModelExplainability', 'ModelQuality']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListMonitoringSchedulesRequestRequestTypeDef

EndpointName

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

StatusEquals

• Type: typing.Optional[typing.Literal['Failed', 'Pending', 'Scheduled', 'Stopped']]

MonitoringJobDefinitionName

• Type: typing.Optional[str]

MonitoringTypeEquals

• Type: typing.Optional[typing.Literal['DataQuality', 'ModelBias', 'ModelExplainability', 'ModelQuality']]

ListMonitoringSchedulesResponseTypeDef

MonitoringScheduleSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringScheduleSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListNotebookInstanceLifecycleConfigsInputListNotebookInstanceLifecycleConfigsPaginateTypeDef

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'LastModifiedTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListNotebookInstanceLifecycleConfigsInputRequestTypeDef

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'LastModifiedTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

ListNotebookInstanceLifecycleConfigsOutputTypeDef

NotebookInstanceLifecycleConfigs

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.NotebookInstanceLifecycleConfigSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListNotebookInstancesInputListNotebookInstancesPaginateTypeDef

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

StatusEquals

• Type: typing.Optional[typing.Literal['Deleting', 'Failed', 'InService', 'Pending', 'Stopped', 'Stopping', 'Updating']]

NotebookInstanceLifecycleConfigNameContains

• Type: typing.Optional[str]

DefaultCodeRepositoryContains

• Type: typing.Optional[str]

AdditionalCodeRepositoryEquals

• Type: typing.Optional[str]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListNotebookInstancesInputRequestTypeDef

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NameContains

• Type: typing.Optional[str]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

StatusEquals

• Type: typing.Optional[typing.Literal['Deleting', 'Failed', 'InService', 'Pending', 'Stopped', 'Stopping', 'Updating']]

NotebookInstanceLifecycleConfigNameContains

• Type: typing.Optional[str]

DefaultCodeRepositoryContains

• Type: typing.Optional[str]

AdditionalCodeRepositoryEquals

• Type: typing.Optional[str]

ListNotebookInstancesOutputTypeDef

NotebookInstances

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.NotebookInstanceSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListOptimizationJobsRequestListOptimizationJobsPaginateTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

OptimizationContains

• Type: typing.Optional[str]

NameContains

• Type: typing.Optional[str]

StatusEquals

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'INPROGRESS', 'STARTING', 'STOPPED', 'STOPPING']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListOptimizationJobsRequestRequestTypeDef

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

OptimizationContains

• Type: typing.Optional[str]

NameContains

• Type: typing.Optional[str]

StatusEquals

• Type: typing.Optional[typing.Literal['COMPLETED', 'FAILED', 'INPROGRESS', 'STARTING', 'STOPPED', 'STOPPING']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

ListOptimizationJobsResponseTypeDef

OptimizationJobSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.OptimizationJobSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListPipelineExecutionStepsRequestListPipelineExecutionStepsPaginateTypeDef

PipelineExecutionArn

• Type: typing.Optional[str]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListPipelineExecutionStepsRequestRequestTypeDef

PipelineExecutionArn

• Type: typing.Optional[str]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

ListPipelineExecutionStepsResponseTypeDef

PipelineExecutionSteps

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.PipelineExecutionStepTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListPipelineExecutionsRequestListPipelineExecutionsPaginateTypeDef

PipelineName

• Type:
• Required: Yes

CreatedAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreatedBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'PipelineExecutionArn']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListPipelineExecutionsRequestRequestTypeDef

PipelineName

• Type:
• Required: Yes

CreatedAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreatedBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'PipelineExecutionArn']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListPipelineExecutionsResponseTypeDef

PipelineExecutionSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.PipelineExecutionSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListPipelineParametersForExecutionRequestListPipelineParametersForExecutionPaginateTypeDef

PipelineExecutionArn

• Type:
• Required: Yes

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListPipelineParametersForExecutionRequestRequestTypeDef

PipelineExecutionArn

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListPipelineParametersForExecutionResponseTypeDef

PipelineParameters

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ParameterTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListPipelinesRequestListPipelinesPaginateTypeDef

PipelineNamePrefix

• Type: typing.Optional[str]

CreatedAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreatedBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListPipelinesRequestRequestTypeDef

PipelineNamePrefix

• Type: typing.Optional[str]

CreatedAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreatedBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListPipelinesResponseTypeDef

PipelineSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.PipelineSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListProcessingJobsRequestListProcessingJobsPaginateTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

StatusEquals

• Type: typing.Optional[typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListProcessingJobsRequestRequestTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

StatusEquals

• Type: typing.Optional[typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListProcessingJobsResponseTypeDef

ProcessingJobSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ProcessingJobSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListProjectsInputRequestTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

MaxResults

• Type: typing.Optional[int]

NameContains

• Type: typing.Optional[str]

NextToken

• Type: typing.Optional[str]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

ListProjectsOutputTypeDef

ProjectSummaryList

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ProjectSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListResourceCatalogsRequestListResourceCatalogsPaginateTypeDef

NameContains

• Type: typing.Optional[str]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListResourceCatalogsRequestRequestTypeDef

NameContains

• Type: typing.Optional[str]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime']]

MaxResults

• Type: typing.Optional[int]

NextToken

• Type: typing.Optional[str]

ListResourceCatalogsResponseTypeDef

ResourceCatalogs

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceCatalogTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListSpacesRequestListSpacesPaginateTypeDef

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'LastModifiedTime']]

DomainIdEquals

• Type: typing.Optional[str]

SpaceNameContains

• Type: typing.Optional[str]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListSpacesRequestRequestTypeDef

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'LastModifiedTime']]

DomainIdEquals

• Type: typing.Optional[str]

SpaceNameContains

• Type: typing.Optional[str]

ListSpacesResponseTypeDef

Spaces

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.SpaceDetailsTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListStageDevicesRequestListStageDevicesPaginateTypeDef

EdgeDeploymentPlanName

• Type:
• Required: Yes

StageName

• Type:
• Required: Yes

ExcludeDevicesDeployedInOtherStage

• Type: typing.Optional[bool]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListStageDevicesRequestRequestTypeDef

EdgeDeploymentPlanName

• Type:
• Required: Yes

StageName

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ExcludeDevicesDeployedInOtherStage

• Type: typing.Optional[bool]

ListStageDevicesResponseTypeDef

DeviceDeploymentSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.DeviceDeploymentSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListStudioLifecycleConfigsRequestListStudioLifecycleConfigsPaginateTypeDef

NameContains

• Type: typing.Optional[str]

AppTypeEquals

• Type: typing.Optional[typing.Literal['CodeEditor', 'JupyterLab', 'JupyterServer', 'KernelGateway']]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

ModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

ModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'LastModifiedTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListStudioLifecycleConfigsRequestRequestTypeDef

MaxResults

• Type: typing.Optional[int]

NextToken

• Type: typing.Optional[str]

NameContains

• Type: typing.Optional[str]

AppTypeEquals

• Type: typing.Optional[typing.Literal['CodeEditor', 'JupyterLab', 'JupyterServer', 'KernelGateway']]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

ModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

ModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'LastModifiedTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

ListStudioLifecycleConfigsResponseTypeDef

StudioLifecycleConfigs

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.StudioLifecycleConfigDetailsTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListSubscribedWorkteamsRequestListSubscribedWorkteamsPaginateTypeDef

NameContains

• Type: typing.Optional[str]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListSubscribedWorkteamsRequestRequestTypeDef

NameContains

• Type: typing.Optional[str]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListSubscribedWorkteamsResponseTypeDef

SubscribedWorkteams

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.SubscribedWorkteamTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListTagsInputListTagsPaginateTypeDef

ResourceArn

• Type:
• Required: Yes

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListTagsInputRequestTypeDef

ResourceArn

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListTagsOutputTypeDef

Tags

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListTrainingJobsForHyperParameterTuningJobRequestListTrainingJobsForHyperParameterTuningJobPaginateTypeDef

HyperParameterTuningJobName

• Type:
• Required: Yes

StatusEquals

• Type: typing.Optional[typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'FinalObjectiveMetricValue', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListTrainingJobsForHyperParameterTuningJobRequestRequestTypeDef

HyperParameterTuningJobName

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

StatusEquals

• Type: typing.Optional[typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'FinalObjectiveMetricValue', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

ListTrainingJobsForHyperParameterTuningJobResponseTypeDef

TrainingJobSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTrainingJobSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListTrainingJobsRequestListTrainingJobsPaginateTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

StatusEquals

• Type: typing.Optional[typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

WarmPoolStatusEquals

• Type: typing.Optional[typing.Literal['Available', 'InUse', 'Reused', 'Terminated']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListTrainingJobsRequestRequestTypeDef

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

StatusEquals

• Type: typing.Optional[typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

WarmPoolStatusEquals

• Type: typing.Optional[typing.Literal['Available', 'InUse', 'Reused', 'Terminated']]

ListTrainingJobsResponseTypeDef

TrainingJobSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TrainingJobSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListTransformJobsRequestListTransformJobsPaginateTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

StatusEquals

• Type: typing.Optional[typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListTransformJobsRequestRequestTypeDef

CreationTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreationTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

LastModifiedTimeBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

NameContains

• Type: typing.Optional[str]

StatusEquals

• Type: typing.Optional[typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name', 'Status']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListTransformJobsResponseTypeDef

TransformJobSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TransformJobSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListTrialComponentsRequestListTrialComponentsPaginateTypeDef

ExperimentName

• Type: typing.Optional[str]

TrialName

• Type: typing.Optional[str]

SourceArn

• Type: typing.Optional[str]

CreatedAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreatedBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListTrialComponentsRequestRequestTypeDef

ExperimentName

• Type: typing.Optional[str]

TrialName

• Type: typing.Optional[str]

SourceArn

• Type: typing.Optional[str]

CreatedAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreatedBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

MaxResults

• Type: typing.Optional[int]

NextToken

• Type: typing.Optional[str]

ListTrialComponentsResponseTypeDef

TrialComponentSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListTrialsRequestListTrialsPaginateTypeDef

ExperimentName

• Type: typing.Optional[str]

TrialComponentName

• Type: typing.Optional[str]

CreatedAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreatedBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListTrialsRequestRequestTypeDef

ExperimentName

• Type: typing.Optional[str]

TrialComponentName

• Type: typing.Optional[str]

CreatedAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

CreatedBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

MaxResults

• Type: typing.Optional[int]

NextToken

• Type: typing.Optional[str]

ListTrialsResponseTypeDef

TrialSummaries

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TrialSummaryTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListUserProfilesRequestListUserProfilesPaginateTypeDef

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'LastModifiedTime']]

DomainIdEquals

• Type: typing.Optional[str]

UserProfileNameContains

• Type: typing.Optional[str]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListUserProfilesRequestRequestTypeDef

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

SortBy

• Type: typing.Optional[typing.Literal['CreationTime', 'LastModifiedTime']]

DomainIdEquals

• Type: typing.Optional[str]

UserProfileNameContains

• Type: typing.Optional[str]

ListUserProfilesResponseTypeDef

UserProfiles

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.UserProfileDetailsTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListWorkforcesRequestListWorkforcesPaginateTypeDef

SortBy

• Type: typing.Optional[typing.Literal['CreateDate', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NameContains

• Type: typing.Optional[str]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListWorkforcesRequestRequestTypeDef

SortBy

• Type: typing.Optional[typing.Literal['CreateDate', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NameContains

• Type: typing.Optional[str]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListWorkforcesResponseTypeDef

Workforces

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.WorkforceTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

ListWorkteamsRequestListWorkteamsPaginateTypeDef

SortBy

• Type: typing.Optional[typing.Literal['CreateDate', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NameContains

• Type: typing.Optional[str]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

ListWorkteamsRequestRequestTypeDef

SortBy

• Type: typing.Optional[typing.Literal['CreateDate', 'Name']]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NameContains

• Type: typing.Optional[str]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

ListWorkteamsResponseTypeDef

Workteams

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.WorkteamTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

MemberDefinitionExtraOutputTypeDef

CognitoMemberDefinition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CognitoMemberDefinitionTypeDef]

OidcMemberDefinition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.OidcMemberDefinitionExtraOutputTypeDef]

MemberDefinitionOutputTypeDef

CognitoMemberDefinition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CognitoMemberDefinitionTypeDef]

OidcMemberDefinition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.OidcMemberDefinitionOutputTypeDef]

MemberDefinitionTypeDef

CognitoMemberDefinition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CognitoMemberDefinitionTypeDef]

OidcMemberDefinition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.OidcMemberDefinitionTypeDef]

MetadataPropertiesTypeDef

CommitId

• Type: typing.Optional[str]

Repository

• Type: typing.Optional[str]

GeneratedBy

• Type: typing.Optional[str]

ProjectId

• Type: typing.Optional[str]

MetricDataTypeDef

MetricName

• Type: typing.Optional[str]

Value

• Type: typing.Optional[float]

Timestamp

• Type: typing.Optional[datetime.datetime]

MetricDatumTypeDef

MetricName

• Type: typing.Optional[typing.Literal['AUC', 'Accuracy', 'AverageWeightedQuantileLoss', 'BalancedAccuracy', 'F1', 'F1macro', 'MAE', 'MAPE', 'MASE', 'MSE', 'Precision', 'PrecisionMacro', 'R2', 'RMSE', 'Recall', 'RecallMacro', 'WAPE']]

Value

• Type: typing.Optional[float]

Set

• Type: typing.Optional[typing.Literal['Test', 'Train', 'Validation']]

StandardMetricName

• Type: typing.Optional[typing.Literal['AUC', 'Accuracy', 'AverageWeightedQuantileLoss', 'BalancedAccuracy', 'F1', 'F1macro', 'InferenceLatency', 'LogLoss', 'MAE', 'MAPE', 'MASE', 'MSE', 'Perplexity', 'Precision', 'PrecisionMacro', 'R2', 'RMSE', 'Recall', 'RecallMacro', 'Rouge1', 'Rouge2', 'RougeL', 'RougeLSum', 'TrainingLoss', 'ValidationLoss', 'WAPE']]

MetricDefinitionTypeDef

Name

• Type:
• Required: Yes

Regex

• Type:
• Required: Yes

MetricSpecificationTypeDef

Predefined

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PredefinedMetricSpecificationTypeDef]

Customized

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CustomizedMetricSpecificationTypeDef]

MetricsSourceTypeDef

ContentType

• Type:
• Required: Yes

S3Uri

• Type:
• Required: Yes

ContentDigest

• Type: typing.Optional[str]

ModelAccessConfigTypeDef

AcceptEula

• Type:
• Required: Yes

ModelArtifactsTypeDef

S3ModelArtifacts

• Type:
• Required: Yes

ModelBiasAppSpecificationOutputTypeDef

ImageUri

• Type:
• Required: Yes

ConfigUri

• Type:
• Required: Yes

Environment

• Type: typing.Optional[typing.Dict[str, str]]

ModelBiasAppSpecificationTypeDef

ImageUri

• Type:
• Required: Yes

ConfigUri

• Type:
• Required: Yes

Environment

• Type: typing.Optional[typing.Mapping[str, str]]

ModelBiasBaselineConfigTypeDef

BaseliningJobName

• Type: typing.Optional[str]

ConstraintsResource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringConstraintsResourceTypeDef]

ModelBiasJobInputOutputTypeDef

GroundTruthS3Input

• Type:
• Required: Yes

EndpointInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.EndpointInputTypeDef]

BatchTransformInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.BatchTransformInputOutputTypeDef]

ModelBiasJobInputTypeDef

GroundTruthS3Input

• Type:
• Required: Yes

EndpointInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.EndpointInputTypeDef]

BatchTransformInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.BatchTransformInputTypeDef]

ModelCardExportArtifactsTypeDef

S3ExportArtifacts

• Type:
• Required: Yes

ModelCardExportJobSummaryTypeDef

ModelCardExportJobName

• Type:
• Required: Yes

ModelCardExportJobArn

• Type:
• Required: Yes

Status

• Type: typing.Literal['Completed', 'Failed', 'InProgress']
• Required: Yes

ModelCardName

• Type:
• Required: Yes

ModelCardVersion

• Type:
• Required: Yes

CreatedAt

• Type:
• Required: Yes

LastModifiedAt

• Type:
• Required: Yes

ModelCardExportOutputConfigTypeDef

S3OutputPath

• Type:
• Required: Yes

ModelCardSecurityConfigTypeDef

KmsKeyId

• Type: typing.Optional[str]

ModelCardSummaryTypeDef

ModelCardName

• Type:
• Required: Yes

ModelCardArn

• Type:
• Required: Yes

ModelCardStatus

• Type: typing.Literal['Approved', 'Archived', 'Draft', 'PendingReview']
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

ModelCardTypeDef

ModelCardArn

• Type: typing.Optional[str]

ModelCardName

• Type: typing.Optional[str]

ModelCardVersion

• Type: typing.Optional[int]

Content

• Type: typing.Optional[str]

ModelCardStatus

• Type: typing.Optional[typing.Literal['Approved', 'Archived', 'Draft', 'PendingReview']]

SecurityConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelCardSecurityConfigTypeDef]

CreationTime

• Type: typing.Optional[datetime.datetime]

CreatedBy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserContextTypeDef]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

LastModifiedBy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserContextTypeDef]

Tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

ModelId

• Type: typing.Optional[str]

RiskRating

• Type: typing.Optional[str]

ModelPackageGroupName

• Type: typing.Optional[str]

ModelCardVersionSummaryTypeDef

ModelCardName

• Type:
• Required: Yes

ModelCardArn

• Type:
• Required: Yes

ModelCardStatus

• Type: typing.Literal['Approved', 'Archived', 'Draft', 'PendingReview']
• Required: Yes

ModelCardVersion

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

ModelClientConfigTypeDef

InvocationsTimeoutInSeconds

• Type: typing.Optional[int]

InvocationsMaxRetries

• Type: typing.Optional[int]

ModelCompilationConfigOutputTypeDef

Image

• Type: typing.Optional[str]

OverrideEnvironment

• Type: typing.Optional[typing.Dict[str, str]]

ModelCompilationConfigTypeDef

Image

• Type: typing.Optional[str]

OverrideEnvironment

• Type: typing.Optional[typing.Mapping[str, str]]

ModelConfigurationTypeDef

InferenceSpecificationName

• Type: typing.Optional[str]

EnvironmentParameters

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.EnvironmentParameterTypeDef]]

CompilationJobName

• Type: typing.Optional[str]

ModelDashboardEndpointTypeDef

EndpointName

• Type:
• Required: Yes

EndpointArn

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

EndpointStatus

• Type: typing.Literal['Creating', 'Deleting', 'Failed', 'InService', 'OutOfService', 'RollingBack', 'SystemUpdating', 'UpdateRollbackFailed', 'Updating']
• Required: Yes

ModelDashboardIndicatorActionTypeDef

Enabled

• Type: typing.Optional[bool]

ModelDashboardModelCardTypeDef

ModelCardArn

• Type: typing.Optional[str]

ModelCardName

• Type: typing.Optional[str]

ModelCardVersion

• Type: typing.Optional[int]

ModelCardStatus

• Type: typing.Optional[typing.Literal['Approved', 'Archived', 'Draft', 'PendingReview']]

SecurityConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelCardSecurityConfigTypeDef]

CreationTime

• Type: typing.Optional[datetime.datetime]

CreatedBy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserContextTypeDef]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

LastModifiedBy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserContextTypeDef]

Tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

ModelId

• Type: typing.Optional[str]

RiskRating

• Type: typing.Optional[str]

ModelDashboardModelTypeDef

Model

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelTypeDef]

Endpoints

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ModelDashboardEndpointTypeDef]]

LastBatchTransformJob

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TransformJobTypeDef]

MonitoringSchedules

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ModelDashboardMonitoringScheduleTypeDef]]

ModelCard

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelDashboardModelCardTypeDef]

ModelDashboardMonitoringScheduleTypeDef

MonitoringScheduleArn

• Type: typing.Optional[str]

MonitoringScheduleName

• Type: typing.Optional[str]

MonitoringScheduleStatus

• Type: typing.Optional[typing.Literal['Failed', 'Pending', 'Scheduled', 'Stopped']]

MonitoringType

• Type: typing.Optional[typing.Literal['DataQuality', 'ModelBias', 'ModelExplainability', 'ModelQuality']]

FailureReason

• Type: typing.Optional[str]

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

MonitoringScheduleConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringScheduleConfigOutputTypeDef]

EndpointName

• Type: typing.Optional[str]

MonitoringAlertSummaries

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringAlertSummaryTypeDef]]

LastMonitoringExecutionSummary

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringExecutionSummaryTypeDef]

BatchTransformInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.BatchTransformInputOutputTypeDef]

ModelDataQualityTypeDef

Statistics

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MetricsSourceTypeDef]

Constraints

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MetricsSourceTypeDef]

ModelDataSourceTypeDef

S3DataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.S3ModelDataSourceTypeDef]

ModelDeployConfigTypeDef

AutoGenerateEndpointName

• Type: typing.Optional[bool]

EndpointName

• Type: typing.Optional[str]

ModelDeployResultTypeDef

EndpointName

• Type: typing.Optional[str]

ModelDigestsTypeDef

ArtifactDigest

• Type: typing.Optional[str]

ModelExplainabilityAppSpecificationOutputTypeDef

ImageUri

• Type:
• Required: Yes

ConfigUri

• Type:
• Required: Yes

Environment

• Type: typing.Optional[typing.Dict[str, str]]

ModelExplainabilityAppSpecificationTypeDef

ImageUri

• Type:
• Required: Yes

ConfigUri

• Type:
• Required: Yes

Environment

• Type: typing.Optional[typing.Mapping[str, str]]

ModelExplainabilityBaselineConfigTypeDef

BaseliningJobName

• Type: typing.Optional[str]

ConstraintsResource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringConstraintsResourceTypeDef]

ModelExplainabilityJobInputOutputTypeDef

EndpointInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.EndpointInputTypeDef]

BatchTransformInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.BatchTransformInputOutputTypeDef]

ModelExplainabilityJobInputTypeDef

EndpointInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.EndpointInputTypeDef]

BatchTransformInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.BatchTransformInputTypeDef]

ModelInfrastructureConfigTypeDef

InfrastructureType

• Type: typing.Literal['RealTimeInference']
• Required: Yes

RealTimeInferenceConfig

• Type:
• Required: Yes

ModelInputTypeDef

DataInputConfig

• Type:
• Required: Yes

ModelLatencyThresholdTypeDef

Percentile

• Type: typing.Optional[str]

ValueInMilliseconds

• Type: typing.Optional[int]

ModelMetadataFilterTypeDef

Name

• Type: typing.Literal['Domain', 'Framework', 'FrameworkVersion', 'Task']
• Required: Yes

Value

• Type:
• Required: Yes

ModelMetadataSearchExpressionTypeDef

Filters

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ModelMetadataFilterTypeDef]]

ModelMetadataSummaryTypeDef

Domain

• Type:
• Required: Yes

Framework

• Type:
• Required: Yes

Task

• Type:
• Required: Yes

Model

• Type:
• Required: Yes

FrameworkVersion

• Type:
• Required: Yes

ModelMetricsTypeDef

ModelQuality

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelQualityTypeDef]

ModelDataQuality

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelDataQualityTypeDef]

Bias

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.BiasTypeDef]

Explainability

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ExplainabilityTypeDef]

ModelPackageContainerDefinitionExtraOutputTypeDef

Image

• Type:
• Required: Yes

ContainerHostname

• Type: typing.Optional[str]

ImageDigest

• Type: typing.Optional[str]

ModelDataUrl

• Type: typing.Optional[str]

ModelDataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelDataSourceTypeDef]

ProductId

• Type: typing.Optional[str]

Environment

• Type: typing.Optional[typing.Dict[str, str]]

ModelInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelInputTypeDef]

Framework

• Type: typing.Optional[str]

FrameworkVersion

• Type: typing.Optional[str]

NearestModelName

• Type: typing.Optional[str]

AdditionalS3DataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AdditionalS3DataSourceTypeDef]

ModelPackageContainerDefinitionOutputTypeDef

Image

• Type:
• Required: Yes

ContainerHostname

• Type: typing.Optional[str]

ImageDigest

• Type: typing.Optional[str]

ModelDataUrl

• Type: typing.Optional[str]

ModelDataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelDataSourceTypeDef]

ProductId

• Type: typing.Optional[str]

Environment

• Type: typing.Optional[typing.Dict[str, str]]

ModelInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelInputTypeDef]

Framework

• Type: typing.Optional[str]

FrameworkVersion

• Type: typing.Optional[str]

NearestModelName

• Type: typing.Optional[str]

AdditionalS3DataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AdditionalS3DataSourceTypeDef]

ModelPackageContainerDefinitionTypeDef

Image

• Type:
• Required: Yes

ContainerHostname

• Type: typing.Optional[str]

ImageDigest

• Type: typing.Optional[str]

ModelDataUrl

• Type: typing.Optional[str]

ModelDataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelDataSourceTypeDef]

ProductId

• Type: typing.Optional[str]

Environment

• Type: typing.Optional[typing.Mapping[str, str]]

ModelInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelInputTypeDef]

Framework

• Type: typing.Optional[str]

FrameworkVersion

• Type: typing.Optional[str]

NearestModelName

• Type: typing.Optional[str]

AdditionalS3DataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AdditionalS3DataSourceTypeDef]

ModelPackageGroupSummaryTypeDef

ModelPackageGroupName

• Type:
• Required: Yes

ModelPackageGroupArn

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

ModelPackageGroupStatus

• Type: typing.Literal['Completed', 'DeleteFailed', 'Deleting', 'Failed', 'InProgress', 'Pending']
• Required: Yes

ModelPackageGroupDescription

• Type: typing.Optional[str]

ModelPackageGroupTypeDef

ModelPackageGroupName

• Type: typing.Optional[str]

ModelPackageGroupArn

• Type: typing.Optional[str]

ModelPackageGroupDescription

• Type: typing.Optional[str]

CreationTime

• Type: typing.Optional[datetime.datetime]

CreatedBy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserContextTypeDef]

ModelPackageGroupStatus

• Type: typing.Optional[typing.Literal['Completed', 'DeleteFailed', 'Deleting', 'Failed', 'InProgress', 'Pending']]

Tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

ModelPackageModelCardTypeDef

ModelCardContent

• Type: typing.Optional[str]

ModelCardStatus

• Type: typing.Optional[typing.Literal['Approved', 'Archived', 'Draft', 'PendingReview']]

ModelPackageSecurityConfigTypeDef

KmsKeyId

• Type:
• Required: Yes

ModelPackageStatusDetailsTypeDef

ValidationStatuses

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ModelPackageStatusItemTypeDef]
• Required: Yes

ImageScanStatuses

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ModelPackageStatusItemTypeDef]]

ModelPackageStatusItemTypeDef

Name

• Type:
• Required: Yes

Status

• Type: typing.Literal['Completed', 'Failed', 'InProgress', 'NotStarted']
• Required: Yes

FailureReason

• Type: typing.Optional[str]

ModelPackageSummaryTypeDef

ModelPackageArn

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

ModelPackageStatus

• Type: typing.Literal['Completed', 'Deleting', 'Failed', 'InProgress', 'Pending']
• Required: Yes

ModelPackageName

• Type: typing.Optional[str]

ModelPackageGroupName

• Type: typing.Optional[str]

ModelPackageVersion

• Type: typing.Optional[int]

ModelPackageDescription

• Type: typing.Optional[str]

ModelApprovalStatus

• Type: typing.Optional[typing.Literal['Approved', 'PendingManualApproval', 'Rejected']]

ModelPackageTypeDef

ModelPackageName

• Type: typing.Optional[str]

ModelPackageGroupName

• Type: typing.Optional[str]

ModelPackageVersion

• Type: typing.Optional[int]

ModelPackageArn

• Type: typing.Optional[str]

ModelPackageDescription

• Type: typing.Optional[str]

CreationTime

• Type: typing.Optional[datetime.datetime]

InferenceSpecification

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceSpecificationOutputTypeDef]

SourceAlgorithmSpecification

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SourceAlgorithmSpecificationOutputTypeDef]

ValidationSpecification

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelPackageValidationSpecificationOutputTypeDef]

ModelPackageStatus

• Type: typing.Optional[typing.Literal['Completed', 'Deleting', 'Failed', 'InProgress', 'Pending']]

ModelPackageStatusDetails

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelPackageStatusDetailsTypeDef]

CertifyForMarketplace

• Type: typing.Optional[bool]

ModelApprovalStatus

• Type: typing.Optional[typing.Literal['Approved', 'PendingManualApproval', 'Rejected']]

CreatedBy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserContextTypeDef]

MetadataProperties

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MetadataPropertiesTypeDef]

ModelMetrics

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelMetricsTypeDef]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

LastModifiedBy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserContextTypeDef]

ApprovalDescription

• Type: typing.Optional[str]

Domain

• Type: typing.Optional[str]

Task

• Type: typing.Optional[str]

SamplePayloadUrl

• Type: typing.Optional[str]

AdditionalInferenceSpecifications

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AdditionalInferenceSpecificationDefinitionOutputTypeDef]]

SourceUri

• Type: typing.Optional[str]

SecurityConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelPackageSecurityConfigTypeDef]

ModelCard

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelPackageModelCardTypeDef]

Tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

CustomerMetadataProperties

• Type: typing.Optional[typing.Dict[str, str]]

DriftCheckBaselines

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DriftCheckBaselinesTypeDef]

SkipModelValidation

• Type: typing.Optional[typing.Literal['All', 'None']]

ModelPackageValidationProfileExtraOutputTypeDef

ProfileName

• Type:
• Required: Yes

TransformJobDefinition

• Type:
• Required: Yes

ModelPackageValidationProfileOutputTypeDef

ProfileName

• Type:
• Required: Yes

TransformJobDefinition

• Type:
• Required: Yes

ModelPackageValidationProfileTypeDef

ProfileName

• Type:
• Required: Yes

TransformJobDefinition

• Type:
• Required: Yes

ModelPackageValidationSpecificationExtraOutputTypeDef

ValidationRole

• Type:
• Required: Yes

ValidationProfiles

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ModelPackageValidationProfileExtraOutputTypeDef]
• Required: Yes

ModelPackageValidationSpecificationOutputTypeDef

ValidationRole

• Type:
• Required: Yes

ValidationProfiles

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ModelPackageValidationProfileOutputTypeDef]
• Required: Yes

ModelPackageValidationSpecificationTypeDef

ValidationRole

• Type:
• Required: Yes

ValidationProfiles

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ModelPackageValidationProfileTypeDef]
• Required: Yes

ModelQualityAppSpecificationOutputTypeDef

ImageUri

• Type:
• Required: Yes

ContainerEntrypoint

• Type: typing.Optional[typing.List[str]]

ContainerArguments

• Type: typing.Optional[typing.List[str]]

RecordPreprocessorSourceUri

• Type: typing.Optional[str]

PostAnalyticsProcessorSourceUri

• Type: typing.Optional[str]

ProblemType

• Type: typing.Optional[typing.Literal['BinaryClassification', 'MulticlassClassification', 'Regression']]

Environment

• Type: typing.Optional[typing.Dict[str, str]]

ModelQualityAppSpecificationTypeDef

ImageUri

• Type:
• Required: Yes

ContainerEntrypoint

• Type: typing.Optional[typing.Sequence[str]]

ContainerArguments

• Type: typing.Optional[typing.Sequence[str]]

RecordPreprocessorSourceUri

• Type: typing.Optional[str]

PostAnalyticsProcessorSourceUri

• Type: typing.Optional[str]

ProblemType

• Type: typing.Optional[typing.Literal['BinaryClassification', 'MulticlassClassification', 'Regression']]

Environment

• Type: typing.Optional[typing.Mapping[str, str]]

ModelQualityBaselineConfigTypeDef

BaseliningJobName

• Type: typing.Optional[str]

ConstraintsResource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringConstraintsResourceTypeDef]

ModelQualityJobInputOutputTypeDef

GroundTruthS3Input

• Type:
• Required: Yes

EndpointInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.EndpointInputTypeDef]

BatchTransformInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.BatchTransformInputOutputTypeDef]

ModelQualityJobInputTypeDef

GroundTruthS3Input

• Type:
• Required: Yes

EndpointInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.EndpointInputTypeDef]

BatchTransformInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.BatchTransformInputTypeDef]

ModelQualityTypeDef

Statistics

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MetricsSourceTypeDef]

Constraints

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MetricsSourceTypeDef]

ModelQuantizationConfigOutputTypeDef

Image

• Type: typing.Optional[str]

OverrideEnvironment

• Type: typing.Optional[typing.Dict[str, str]]

ModelQuantizationConfigTypeDef

Image

• Type: typing.Optional[str]

OverrideEnvironment

• Type: typing.Optional[typing.Mapping[str, str]]

ModelRegisterSettingsTypeDef

Status

• Type: typing.Optional[typing.Literal['DISABLED', 'ENABLED']]

CrossAccountModelRegisterRoleArn

• Type: typing.Optional[str]

ModelStepMetadataTypeDef

Arn

• Type: typing.Optional[str]

ModelSummaryTypeDef

ModelName

• Type:
• Required: Yes

ModelArn

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

ModelTypeDef

ModelName

• Type: typing.Optional[str]

PrimaryContainer

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ContainerDefinitionOutputTypeDef]

Containers

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ContainerDefinitionOutputTypeDef]]

InferenceExecutionConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceExecutionConfigTypeDef]

ExecutionRoleArn

• Type: typing.Optional[str]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.VpcConfigOutputTypeDef]

CreationTime

• Type: typing.Optional[datetime.datetime]

ModelArn

• Type: typing.Optional[str]

EnableNetworkIsolation

• Type: typing.Optional[bool]

Tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

DeploymentRecommendation

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DeploymentRecommendationTypeDef]

ModelVariantConfigSummaryTypeDef

ModelName

• Type:
• Required: Yes

VariantName

• Type:
• Required: Yes

InfrastructureConfig

• Type:
• Required: Yes

Status

• Type: typing.Literal['Creating', 'Deleted', 'Deleting', 'InService', 'Updating']
• Required: Yes

ModelVariantConfigTypeDef

ModelName

• Type:
• Required: Yes

VariantName

• Type:
• Required: Yes

InfrastructureConfig

• Type:
• Required: Yes

MonitoringAlertActionsTypeDef

ModelDashboardIndicator

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelDashboardIndicatorActionTypeDef]

MonitoringAlertHistorySummaryTypeDef

MonitoringScheduleName

• Type:
• Required: Yes

MonitoringAlertName

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

AlertStatus

• Type: typing.Literal['InAlert', 'OK']
• Required: Yes

MonitoringAlertSummaryTypeDef

MonitoringAlertName

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

AlertStatus

• Type: typing.Literal['InAlert', 'OK']
• Required: Yes

DatapointsToAlert

• Type:
• Required: Yes

EvaluationPeriod

• Type:
• Required: Yes

Actions

• Type:
• Required: Yes

MonitoringAppSpecificationExtraOutputTypeDef

ImageUri

• Type:
• Required: Yes

ContainerEntrypoint

• Type: typing.Optional[typing.List[str]]

ContainerArguments

• Type: typing.Optional[typing.List[str]]

RecordPreprocessorSourceUri

• Type: typing.Optional[str]

PostAnalyticsProcessorSourceUri

• Type: typing.Optional[str]

MonitoringAppSpecificationOutputTypeDef

ImageUri

• Type:
• Required: Yes

ContainerEntrypoint

• Type: typing.Optional[typing.List[str]]

ContainerArguments

• Type: typing.Optional[typing.List[str]]

RecordPreprocessorSourceUri

• Type: typing.Optional[str]

PostAnalyticsProcessorSourceUri

• Type: typing.Optional[str]

MonitoringAppSpecificationTypeDef

ImageUri

• Type:
• Required: Yes

ContainerEntrypoint

• Type: typing.Optional[typing.Sequence[str]]

ContainerArguments

• Type: typing.Optional[typing.Sequence[str]]

RecordPreprocessorSourceUri

• Type: typing.Optional[str]

PostAnalyticsProcessorSourceUri

• Type: typing.Optional[str]

MonitoringBaselineConfigTypeDef

BaseliningJobName

• Type: typing.Optional[str]

ConstraintsResource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringConstraintsResourceTypeDef]

StatisticsResource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringStatisticsResourceTypeDef]

MonitoringClusterConfigTypeDef

InstanceCount

• Type:
• Required: Yes

InstanceType

• Type: typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.r5.12xlarge', 'ml.r5.16xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.8xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge']
• Required: Yes

VolumeSizeInGB

• Type:
• Required: Yes

VolumeKmsKeyId

• Type: typing.Optional[str]

MonitoringConstraintsResourceTypeDef

S3Uri

• Type: typing.Optional[str]

MonitoringCsvDatasetFormatTypeDef

Header

• Type: typing.Optional[bool]

MonitoringDatasetFormatExtraOutputTypeDef

Csv

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringCsvDatasetFormatTypeDef]

Json

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringJsonDatasetFormatTypeDef]

Parquet

• Type: typing.Optional[typing.Dict[str, typing.Any]]

MonitoringDatasetFormatOutputTypeDef

Csv

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringCsvDatasetFormatTypeDef]

Json

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringJsonDatasetFormatTypeDef]

Parquet

• Type: typing.Optional[typing.Dict[str, typing.Any]]

MonitoringDatasetFormatTypeDef

Csv

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringCsvDatasetFormatTypeDef]

Json

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringJsonDatasetFormatTypeDef]

Parquet

• Type: typing.Optional[typing.Mapping[str, typing.Any]]

MonitoringExecutionSummaryTypeDef

MonitoringScheduleName

• Type:
• Required: Yes

ScheduledTime

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

MonitoringExecutionStatus

• Type: typing.Literal['Completed', 'CompletedWithViolations', 'Failed', 'InProgress', 'Pending', 'Stopped', 'Stopping']
• Required: Yes

ProcessingJobArn

• Type: typing.Optional[str]

EndpointName

• Type: typing.Optional[str]

FailureReason

• Type: typing.Optional[str]

MonitoringJobDefinitionName

• Type: typing.Optional[str]

MonitoringType

• Type: typing.Optional[typing.Literal['DataQuality', 'ModelBias', 'ModelExplainability', 'ModelQuality']]

MonitoringGroundTruthS3InputTypeDef

S3Uri

• Type: typing.Optional[str]

MonitoringInputExtraOutputTypeDef

EndpointInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.EndpointInputTypeDef]

BatchTransformInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.BatchTransformInputExtraOutputTypeDef]

MonitoringInputOutputTypeDef

EndpointInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.EndpointInputTypeDef]

BatchTransformInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.BatchTransformInputOutputTypeDef]

MonitoringInputTypeDef

EndpointInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.EndpointInputTypeDef]

BatchTransformInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.BatchTransformInputTypeDef]

MonitoringJobDefinitionExtraOutputTypeDef

MonitoringInputs

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringInputExtraOutputTypeDef]
• Required: Yes

MonitoringOutputConfig

• Type:
• Required: Yes

MonitoringResources

• Type:
• Required: Yes

MonitoringAppSpecification

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

BaselineConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringBaselineConfigTypeDef]

StoppingCondition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringStoppingConditionTypeDef]

Environment

• Type: typing.Optional[typing.Dict[str, str]]

NetworkConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.NetworkConfigExtraOutputTypeDef]

MonitoringJobDefinitionOutputTypeDef

MonitoringInputs

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringInputOutputTypeDef]
• Required: Yes

MonitoringOutputConfig

• Type:
• Required: Yes

MonitoringResources

• Type:
• Required: Yes

MonitoringAppSpecification

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

BaselineConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringBaselineConfigTypeDef]

StoppingCondition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringStoppingConditionTypeDef]

Environment

• Type: typing.Optional[typing.Dict[str, str]]

NetworkConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.NetworkConfigOutputTypeDef]

MonitoringJobDefinitionSummaryTypeDef

MonitoringJobDefinitionName

• Type:
• Required: Yes

MonitoringJobDefinitionArn

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

EndpointName

• Type:
• Required: Yes

MonitoringJobDefinitionTypeDef

MonitoringInputs

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringInputTypeDef]
• Required: Yes

MonitoringOutputConfig

• Type:
• Required: Yes

MonitoringResources

• Type:
• Required: Yes

MonitoringAppSpecification

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

BaselineConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringBaselineConfigTypeDef]

StoppingCondition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringStoppingConditionTypeDef]

Environment

• Type: typing.Optional[typing.Mapping[str, str]]

NetworkConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.NetworkConfigTypeDef]

MonitoringJsonDatasetFormatTypeDef

Line

• Type: typing.Optional[bool]

MonitoringNetworkConfigOutputTypeDef

EnableInterContainerTrafficEncryption

• Type: typing.Optional[bool]

EnableNetworkIsolation

• Type: typing.Optional[bool]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.VpcConfigOutputTypeDef]

MonitoringNetworkConfigTypeDef

EnableInterContainerTrafficEncryption

• Type: typing.Optional[bool]

EnableNetworkIsolation

• Type: typing.Optional[bool]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.VpcConfigTypeDef]

MonitoringOutputConfigExtraOutputTypeDef

MonitoringOutputs

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringOutputTypeDef]
• Required: Yes

KmsKeyId

• Type: typing.Optional[str]

MonitoringOutputConfigOutputTypeDef

MonitoringOutputs

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringOutputTypeDef]
• Required: Yes

KmsKeyId

• Type: typing.Optional[str]

MonitoringOutputConfigTypeDef

MonitoringOutputs

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringOutputTypeDef]
• Required: Yes

KmsKeyId

• Type: typing.Optional[str]

MonitoringOutputTypeDef

S3Output

• Type:
• Required: Yes

MonitoringResourcesTypeDef

ClusterConfig

• Type:
• Required: Yes

MonitoringS3OutputTypeDef

S3Uri

• Type:
• Required: Yes

LocalPath

• Type:
• Required: Yes

S3UploadMode

• Type: typing.Optional[typing.Literal['Continuous', 'EndOfJob']]

MonitoringScheduleConfigExtraOutputTypeDef

ScheduleConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ScheduleConfigTypeDef]

MonitoringJobDefinition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringJobDefinitionExtraOutputTypeDef]

MonitoringJobDefinitionName

• Type: typing.Optional[str]

MonitoringType

• Type: typing.Optional[typing.Literal['DataQuality', 'ModelBias', 'ModelExplainability', 'ModelQuality']]

MonitoringScheduleConfigOutputTypeDef

ScheduleConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ScheduleConfigTypeDef]

MonitoringJobDefinition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringJobDefinitionOutputTypeDef]

MonitoringJobDefinitionName

• Type: typing.Optional[str]

MonitoringType

• Type: typing.Optional[typing.Literal['DataQuality', 'ModelBias', 'ModelExplainability', 'ModelQuality']]

MonitoringScheduleConfigTypeDef

ScheduleConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ScheduleConfigTypeDef]

MonitoringJobDefinition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringJobDefinitionTypeDef]

MonitoringJobDefinitionName

• Type: typing.Optional[str]

MonitoringType

• Type: typing.Optional[typing.Literal['DataQuality', 'ModelBias', 'ModelExplainability', 'ModelQuality']]

MonitoringScheduleSummaryTypeDef

MonitoringScheduleName

• Type:
• Required: Yes

MonitoringScheduleArn

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

LastModifiedTime

• Type:
• Required: Yes

MonitoringScheduleStatus

• Type: typing.Literal['Failed', 'Pending', 'Scheduled', 'Stopped']
• Required: Yes

EndpointName

• Type: typing.Optional[str]

MonitoringJobDefinitionName

• Type: typing.Optional[str]

MonitoringType

• Type: typing.Optional[typing.Literal['DataQuality', 'ModelBias', 'ModelExplainability', 'ModelQuality']]

MonitoringScheduleTypeDef

MonitoringScheduleArn

• Type: typing.Optional[str]

MonitoringScheduleName

• Type: typing.Optional[str]

MonitoringScheduleStatus

• Type: typing.Optional[typing.Literal['Failed', 'Pending', 'Scheduled', 'Stopped']]

MonitoringType

• Type: typing.Optional[typing.Literal['DataQuality', 'ModelBias', 'ModelExplainability', 'ModelQuality']]

FailureReason

• Type: typing.Optional[str]

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

MonitoringScheduleConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringScheduleConfigOutputTypeDef]

EndpointName

• Type: typing.Optional[str]

LastMonitoringExecutionSummary

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MonitoringExecutionSummaryTypeDef]

Tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

MonitoringStatisticsResourceTypeDef

S3Uri

• Type: typing.Optional[str]

MonitoringStoppingConditionTypeDef

MaxRuntimeInSeconds

• Type:
• Required: Yes

MultiModelConfigTypeDef

ModelCacheSetting

• Type: typing.Optional[typing.Literal['Disabled', 'Enabled']]

NeoVpcConfigOutputTypeDef

SecurityGroupIds

• Type: typing.List[str]
• Required: Yes

Subnets

• Type: typing.List[str]
• Required: Yes

NeoVpcConfigTypeDef

SecurityGroupIds

• Type: typing.Sequence[str]
• Required: Yes

Subnets

• Type: typing.Sequence[str]
• Required: Yes

NestedFiltersTypeDef

NestedPropertyName

• Type:
• Required: Yes

Filters

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.FilterTypeDef]
• Required: Yes

NetworkConfigExtraOutputTypeDef

EnableInterContainerTrafficEncryption

• Type: typing.Optional[bool]

EnableNetworkIsolation

• Type: typing.Optional[bool]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.VpcConfigExtraOutputTypeDef]

NetworkConfigOutputTypeDef

EnableInterContainerTrafficEncryption

• Type: typing.Optional[bool]

EnableNetworkIsolation

• Type: typing.Optional[bool]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.VpcConfigOutputTypeDef]

NetworkConfigTypeDef

EnableInterContainerTrafficEncryption

• Type: typing.Optional[bool]

EnableNetworkIsolation

• Type: typing.Optional[bool]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.VpcConfigTypeDef]

NotebookInstanceLifecycleConfigSummaryTypeDef

NotebookInstanceLifecycleConfigName

• Type:
• Required: Yes

NotebookInstanceLifecycleConfigArn

• Type:
• Required: Yes

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

NotebookInstanceLifecycleHookTypeDef

Content

• Type: typing.Optional[str]

NotebookInstanceSummaryTypeDef

NotebookInstanceName

• Type:
• Required: Yes

NotebookInstanceArn

• Type:
• Required: Yes

NotebookInstanceStatus

• Type: typing.Optional[typing.Literal['Deleting', 'Failed', 'InService', 'Pending', 'Stopped', 'Stopping', 'Updating']]

Url

• Type: typing.Optional[str]

InstanceType

• Type: typing.Optional[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.c5d.18xlarge', 'ml.c5d.2xlarge', 'ml.c5d.4xlarge', 'ml.c5d.9xlarge', 'ml.c5d.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c6id.12xlarge', 'ml.c6id.16xlarge', 'ml.c6id.24xlarge', 'ml.c6id.2xlarge', 'ml.c6id.32xlarge', 'ml.c6id.4xlarge', 'ml.c6id.8xlarge', 'ml.c6id.large', 'ml.c6id.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.inf1.24xlarge', 'ml.inf1.2xlarge', 'ml.inf1.6xlarge', 'ml.inf1.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.xlarge', 'ml.m5d.12xlarge', 'ml.m5d.16xlarge', 'ml.m5d.24xlarge', 'ml.m5d.2xlarge', 'ml.m5d.4xlarge', 'ml.m5d.8xlarge', 'ml.m5d.large', 'ml.m5d.xlarge', 'ml.m6i.12xlarge', 'ml.m6i.16xlarge', 'ml.m6i.24xlarge', 'ml.m6i.2xlarge', 'ml.m6i.32xlarge', 'ml.m6i.4xlarge', 'ml.m6i.8xlarge', 'ml.m6i.large', 'ml.m6i.xlarge', 'ml.m6id.12xlarge', 'ml.m6id.16xlarge', 'ml.m6id.24xlarge', 'ml.m6id.2xlarge', 'ml.m6id.32xlarge', 'ml.m6id.4xlarge', 'ml.m6id.8xlarge', 'ml.m6id.large', 'ml.m6id.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p3dn.24xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.r5.12xlarge', 'ml.r5.16xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.8xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.r6i.12xlarge', 'ml.r6i.16xlarge', 'ml.r6i.24xlarge', 'ml.r6i.2xlarge', 'ml.r6i.32xlarge', 'ml.r6i.4xlarge', 'ml.r6i.8xlarge', 'ml.r6i.large', 'ml.r6i.xlarge', 'ml.r6id.12xlarge', 'ml.r6id.16xlarge', 'ml.r6id.24xlarge', 'ml.r6id.2xlarge', 'ml.r6id.32xlarge', 'ml.r6id.4xlarge', 'ml.r6id.8xlarge', 'ml.r6id.large', 'ml.r6id.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge']]

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

NotebookInstanceLifecycleConfigName

• Type: typing.Optional[str]

DefaultCodeRepository

• Type: typing.Optional[str]

AdditionalCodeRepositories

• Type: typing.Optional[typing.List[str]]

NotificationConfigurationTypeDef

NotificationTopicArn

• Type: typing.Optional[str]

ObjectiveStatusCountersTypeDef

Succeeded

• Type: typing.Optional[int]

Pending

• Type: typing.Optional[int]

Failed

• Type: typing.Optional[int]

OfflineStoreConfigTypeDef

S3StorageConfig

• Type:
• Required: Yes

DisableGlueTableCreation

• Type: typing.Optional[bool]

DataCatalogConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DataCatalogConfigTypeDef]

TableFormat

• Type: typing.Optional[typing.Literal['Default', 'Glue', 'Iceberg']]

OfflineStoreStatusTypeDef

Status

• Type: typing.Literal['Active', 'Blocked', 'Disabled']
• Required: Yes

BlockedReason

• Type: typing.Optional[str]

OidcConfigForResponseTypeDef

ClientId

• Type: typing.Optional[str]

Issuer

• Type: typing.Optional[str]

AuthorizationEndpoint

• Type: typing.Optional[str]

TokenEndpoint

• Type: typing.Optional[str]

UserInfoEndpoint

• Type: typing.Optional[str]

LogoutEndpoint

• Type: typing.Optional[str]

JwksUri

• Type: typing.Optional[str]

Scope

• Type: typing.Optional[str]

AuthenticationRequestExtraParams

• Type: typing.Optional[typing.Dict[str, str]]

OidcConfigTypeDef

ClientId

• Type:
• Required: Yes

ClientSecret

• Type:
• Required: Yes

Issuer

• Type:
• Required: Yes

AuthorizationEndpoint

• Type:
• Required: Yes

TokenEndpoint

• Type:
• Required: Yes

UserInfoEndpoint

• Type:
• Required: Yes

LogoutEndpoint

• Type:
• Required: Yes

JwksUri

• Type:
• Required: Yes

Scope

• Type: typing.Optional[str]

AuthenticationRequestExtraParams

• Type: typing.Optional[typing.Mapping[str, str]]

OidcMemberDefinitionExtraOutputTypeDef

Groups

• Type: typing.Optional[typing.List[str]]

OidcMemberDefinitionOutputTypeDef

Groups

• Type: typing.Optional[typing.List[str]]

OidcMemberDefinitionTypeDef

Groups

• Type: typing.Optional[typing.Sequence[str]]

OnlineStoreConfigTypeDef

SecurityConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.OnlineStoreSecurityConfigTypeDef]

EnableOnlineStore

• Type: typing.Optional[bool]

TtlDuration

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TtlDurationTypeDef]

StorageType

• Type: typing.Optional[typing.Literal['InMemory', 'Standard']]

OnlineStoreConfigUpdateTypeDef

TtlDuration

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TtlDurationTypeDef]

OnlineStoreSecurityConfigTypeDef

KmsKeyId

• Type: typing.Optional[str]

OptimizationConfigOutputTypeDef

ModelQuantizationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelQuantizationConfigOutputTypeDef]

ModelCompilationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelCompilationConfigOutputTypeDef]

OptimizationConfigTypeDef

ModelQuantizationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelQuantizationConfigTypeDef]

ModelCompilationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelCompilationConfigTypeDef]

OptimizationJobModelSourceS3TypeDef

S3Uri

• Type: typing.Optional[str]

ModelAccessConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.OptimizationModelAccessConfigTypeDef]

OptimizationJobModelSourceTypeDef

S3

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.OptimizationJobModelSourceS3TypeDef]

OptimizationJobOutputConfigTypeDef

S3OutputLocation

• Type:
• Required: Yes

KmsKeyId

• Type: typing.Optional[str]

OptimizationJobSummaryTypeDef

OptimizationJobName

• Type:
• Required: Yes

OptimizationJobArn

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

OptimizationJobStatus

• Type: typing.Literal['COMPLETED', 'FAILED', 'INPROGRESS', 'STARTING', 'STOPPED', 'STOPPING']
• Required: Yes

DeploymentInstanceType

• Type: typing.Literal['ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.inf2.24xlarge', 'ml.inf2.48xlarge', 'ml.inf2.8xlarge', 'ml.inf2.xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']
• Required: Yes

OptimizationTypes

• Type: typing.List[str]
• Required: Yes

OptimizationStartTime

• Type: typing.Optional[datetime.datetime]

OptimizationEndTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

OptimizationModelAccessConfigTypeDef

AcceptEula

• Type:
• Required: Yes

OptimizationOutputTypeDef

RecommendedInferenceImage

• Type: typing.Optional[str]

OptimizationVpcConfigOutputTypeDef

SecurityGroupIds

• Type: typing.List[str]
• Required: Yes

Subnets

• Type: typing.List[str]
• Required: Yes

OptimizationVpcConfigTypeDef

SecurityGroupIds

• Type: typing.Sequence[str]
• Required: Yes

Subnets

• Type: typing.Sequence[str]
• Required: Yes

OutputConfigTypeDef

S3OutputLocation

• Type:
• Required: Yes

TargetDevice

• Type: typing.Optional[typing.Literal['aisage', 'amba_cv2', 'amba_cv22', 'amba_cv25', 'coreml', 'deeplens', 'imx8mplus', 'imx8qm', 'jacinto_tda4vm', 'jetson_nano', 'jetson_tx1', 'jetson_tx2', 'jetson_xavier', 'lambda', 'ml_c4', 'ml_c5', 'ml_c6g', 'ml_eia2', 'ml_g4dn', 'ml_inf1', 'ml_inf2', 'ml_m4', 'ml_m5', 'ml_m6g', 'ml_p2', 'ml_p3', 'ml_trn1', 'qcs603', 'qcs605', 'rasp3b', 'rasp4b', 'rk3288', 'rk3399', 'sbe_c', 'sitara_am57x', 'x86_win32', 'x86_win64']]

TargetPlatform

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TargetPlatformTypeDef]

CompilerOptions

• Type: typing.Optional[str]

KmsKeyId

• Type: typing.Optional[str]

OutputDataConfigTypeDef

S3OutputPath

• Type:
• Required: Yes

KmsKeyId

• Type: typing.Optional[str]

CompressionType

• Type: typing.Optional[typing.Literal['GZIP', 'NONE']]

OutputParameterTypeDef

Name

• Type:
• Required: Yes

Value

• Type:
• Required: Yes

OwnershipSettingsSummaryTypeDef

OwnerUserProfileName

• Type: typing.Optional[str]

OwnershipSettingsTypeDef

OwnerUserProfileName

• Type:
• Required: Yes

PaginatorConfigTypeDef

MaxItems

• Type: typing.Optional[int]

PageSize

• Type: typing.Optional[int]

StartingToken

• Type: typing.Optional[str]

ParallelismConfigurationTypeDef

MaxParallelExecutionSteps

• Type:
• Required: Yes

ParameterRangeOutputTypeDef

IntegerParameterRangeSpecification

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.IntegerParameterRangeSpecificationTypeDef]

ContinuousParameterRangeSpecification

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ContinuousParameterRangeSpecificationTypeDef]

CategoricalParameterRangeSpecification

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CategoricalParameterRangeSpecificationOutputTypeDef]

ParameterRangeTypeDef

IntegerParameterRangeSpecification

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.IntegerParameterRangeSpecificationTypeDef]

ContinuousParameterRangeSpecification

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ContinuousParameterRangeSpecificationTypeDef]

CategoricalParameterRangeSpecification

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CategoricalParameterRangeSpecificationTypeDef]

ParameterRangesExtraOutputTypeDef

IntegerParameterRanges

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.IntegerParameterRangeTypeDef]]

ContinuousParameterRanges

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ContinuousParameterRangeTypeDef]]

CategoricalParameterRanges

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.CategoricalParameterRangeExtraOutputTypeDef]]

AutoParameters

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AutoParameterTypeDef]]

ParameterRangesOutputTypeDef

IntegerParameterRanges

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.IntegerParameterRangeTypeDef]]

ContinuousParameterRanges

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ContinuousParameterRangeTypeDef]]

CategoricalParameterRanges

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.CategoricalParameterRangeOutputTypeDef]]

AutoParameters

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.AutoParameterTypeDef]]

ParameterRangesTypeDef

IntegerParameterRanges

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.IntegerParameterRangeTypeDef]]

ContinuousParameterRanges

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ContinuousParameterRangeTypeDef]]

CategoricalParameterRanges

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.CategoricalParameterRangeTypeDef]]

AutoParameters

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.AutoParameterTypeDef]]

ParameterTypeDef

Name

• Type:
• Required: Yes

Value

• Type:
• Required: Yes

ParentHyperParameterTuningJobTypeDef

HyperParameterTuningJobName

• Type: typing.Optional[str]

ParentTypeDef

TrialName

• Type: typing.Optional[str]

ExperimentName

• Type: typing.Optional[str]

PendingDeploymentSummaryTypeDef

EndpointConfigName

• Type:
• Required: Yes

ProductionVariants

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.PendingProductionVariantSummaryTypeDef]]

StartTime

• Type: typing.Optional[datetime.datetime]

ShadowProductionVariants

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.PendingProductionVariantSummaryTypeDef]]

PendingProductionVariantSummaryTypeDef

VariantName

• Type:
• Required: Yes

DeployedImages

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.DeployedImageTypeDef]]

CurrentWeight

• Type: typing.Optional[float]

DesiredWeight

• Type: typing.Optional[float]

CurrentInstanceCount

• Type: typing.Optional[int]

DesiredInstanceCount

• Type: typing.Optional[int]

InstanceType

• Type: typing.Optional[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.large', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.large', 'ml.c5.xlarge', 'ml.c5d.18xlarge', 'ml.c5d.2xlarge', 'ml.c5d.4xlarge', 'ml.c5d.9xlarge', 'ml.c5d.large', 'ml.c5d.xlarge', 'ml.c6g.12xlarge', 'ml.c6g.16xlarge', 'ml.c6g.2xlarge', 'ml.c6g.4xlarge', 'ml.c6g.8xlarge', 'ml.c6g.large', 'ml.c6g.xlarge', 'ml.c6gd.12xlarge', 'ml.c6gd.16xlarge', 'ml.c6gd.2xlarge', 'ml.c6gd.4xlarge', 'ml.c6gd.8xlarge', 'ml.c6gd.large', 'ml.c6gd.xlarge', 'ml.c6gn.12xlarge', 'ml.c6gn.16xlarge', 'ml.c6gn.2xlarge', 'ml.c6gn.4xlarge', 'ml.c6gn.8xlarge', 'ml.c6gn.large', 'ml.c6gn.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c7g.12xlarge', 'ml.c7g.16xlarge', 'ml.c7g.2xlarge', 'ml.c7g.4xlarge', 'ml.c7g.8xlarge', 'ml.c7g.large', 'ml.c7g.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.dl1.24xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.inf1.24xlarge', 'ml.inf1.2xlarge', 'ml.inf1.6xlarge', 'ml.inf1.xlarge', 'ml.inf2.24xlarge', 'ml.inf2.48xlarge', 'ml.inf2.8xlarge', 'ml.inf2.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m5d.12xlarge', 'ml.m5d.24xlarge', 'ml.m5d.2xlarge', 'ml.m5d.4xlarge', 'ml.m5d.large', 'ml.m5d.xlarge', 'ml.m6g.12xlarge', 'ml.m6g.16xlarge', 'ml.m6g.2xlarge', 'ml.m6g.4xlarge', 'ml.m6g.8xlarge', 'ml.m6g.large', 'ml.m6g.xlarge', 'ml.m6gd.12xlarge', 'ml.m6gd.16xlarge', 'ml.m6gd.2xlarge', 'ml.m6gd.4xlarge', 'ml.m6gd.8xlarge', 'ml.m6gd.large', 'ml.m6gd.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.r5.12xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.r5d.12xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.large', 'ml.r5d.xlarge', 'ml.r6g.12xlarge', 'ml.r6g.16xlarge', 'ml.r6g.2xlarge', 'ml.r6g.4xlarge', 'ml.r6g.8xlarge', 'ml.r6g.large', 'ml.r6g.xlarge', 'ml.r6gd.12xlarge', 'ml.r6gd.16xlarge', 'ml.r6gd.2xlarge', 'ml.r6gd.4xlarge', 'ml.r6gd.8xlarge', 'ml.r6gd.large', 'ml.r6gd.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']]

AcceleratorType

• Type: typing.Optional[typing.Literal['ml.eia1.large', 'ml.eia1.medium', 'ml.eia1.xlarge', 'ml.eia2.large', 'ml.eia2.medium', 'ml.eia2.xlarge']]

VariantStatus

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantStatusTypeDef]]

CurrentServerlessConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantServerlessConfigTypeDef]

DesiredServerlessConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantServerlessConfigTypeDef]

ManagedInstanceScaling

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantManagedInstanceScalingTypeDef]

RoutingConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantRoutingConfigTypeDef]

PhaseTypeDef

InitialNumberOfUsers

• Type: typing.Optional[int]

SpawnRate

• Type: typing.Optional[int]

DurationInSeconds

• Type: typing.Optional[int]

PipelineDefinitionS3LocationTypeDef

Bucket

• Type:
• Required: Yes

ObjectKey

• Type:
• Required: Yes

VersionId

• Type: typing.Optional[str]

PipelineExecutionStepMetadataTypeDef

TrainingJob

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TrainingJobStepMetadataTypeDef]

ProcessingJob

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProcessingJobStepMetadataTypeDef]

TransformJob

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TransformJobStepMetadataTypeDef]

TuningJob

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TuningJobStepMetaDataTypeDef]

Model

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelStepMetadataTypeDef]

RegisterModel

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RegisterModelStepMetadataTypeDef]

Condition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ConditionStepMetadataTypeDef]

Callback

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CallbackStepMetadataTypeDef]

Lambda

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.LambdaStepMetadataTypeDef]

EMR

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.EMRStepMetadataTypeDef]

QualityCheck

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.QualityCheckStepMetadataTypeDef]

ClarifyCheck

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ClarifyCheckStepMetadataTypeDef]

Fail

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.FailStepMetadataTypeDef]

AutoMLJob

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLJobStepMetadataTypeDef]

PipelineExecutionStepTypeDef

StepName

• Type: typing.Optional[str]

StepDisplayName

• Type: typing.Optional[str]

StepDescription

• Type: typing.Optional[str]

StartTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

StepStatus

• Type: typing.Optional[typing.Literal['Executing', 'Failed', 'Starting', 'Stopped', 'Stopping', 'Succeeded']]

CacheHitResult

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CacheHitResultTypeDef]

FailureReason

• Type: typing.Optional[str]

Metadata

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PipelineExecutionStepMetadataTypeDef]

AttemptCount

• Type: typing.Optional[int]

SelectiveExecutionResult

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SelectiveExecutionResultTypeDef]

PipelineExecutionSummaryTypeDef

PipelineExecutionArn

• Type: typing.Optional[str]

StartTime

• Type: typing.Optional[datetime.datetime]

PipelineExecutionStatus

• Type: typing.Optional[typing.Literal['Executing', 'Failed', 'Stopped', 'Stopping', 'Succeeded']]

PipelineExecutionDescription

• Type: typing.Optional[str]

PipelineExecutionDisplayName

• Type: typing.Optional[str]

PipelineExecutionFailureReason

• Type: typing.Optional[str]

PipelineExecutionTypeDef

PipelineArn

• Type: typing.Optional[str]

PipelineExecutionArn

• Type: typing.Optional[str]

PipelineExecutionDisplayName

• Type: typing.Optional[str]

PipelineExecutionStatus

• Type: typing.Optional[typing.Literal['Executing', 'Failed', 'Stopped', 'Stopping', 'Succeeded']]

PipelineExecutionDescription

• Type: typing.Optional[str]

PipelineExperimentConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PipelineExperimentConfigTypeDef]

FailureReason

• Type: typing.Optional[str]

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

CreatedBy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserContextTypeDef]

LastModifiedBy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserContextTypeDef]

ParallelismConfiguration

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ParallelismConfigurationTypeDef]

SelectiveExecutionConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SelectiveExecutionConfigOutputTypeDef]

PipelineParameters

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ParameterTypeDef]]

PipelineExperimentConfigTypeDef

ExperimentName

• Type: typing.Optional[str]

TrialName

• Type: typing.Optional[str]

PipelineSummaryTypeDef

PipelineArn

• Type: typing.Optional[str]

PipelineName

• Type: typing.Optional[str]

PipelineDisplayName

• Type: typing.Optional[str]

PipelineDescription

• Type: typing.Optional[str]

RoleArn

• Type: typing.Optional[str]

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

LastExecutionTime

• Type: typing.Optional[datetime.datetime]

PipelineTypeDef

PipelineArn

• Type: typing.Optional[str]

PipelineName

• Type: typing.Optional[str]

PipelineDisplayName

• Type: typing.Optional[str]

PipelineDescription

• Type: typing.Optional[str]

RoleArn

• Type: typing.Optional[str]

PipelineStatus

• Type: typing.Optional[typing.Literal['Active', 'Deleting']]

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

LastRunTime

• Type: typing.Optional[datetime.datetime]

CreatedBy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserContextTypeDef]

LastModifiedBy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserContextTypeDef]

ParallelismConfiguration

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ParallelismConfigurationTypeDef]

Tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

PredefinedMetricSpecificationTypeDef

PredefinedMetricType

• Type: typing.Optional[str]

ProcessingClusterConfigTypeDef

InstanceCount

• Type:
• Required: Yes

InstanceType

• Type: typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.r5.12xlarge', 'ml.r5.16xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.8xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge']
• Required: Yes

VolumeSizeInGB

• Type:
• Required: Yes

VolumeKmsKeyId

• Type: typing.Optional[str]

ProcessingFeatureStoreOutputTypeDef

FeatureGroupName

• Type:
• Required: Yes

ProcessingInputTypeDef

InputName

• Type:
• Required: Yes

AppManaged

• Type: typing.Optional[bool]

S3Input

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProcessingS3InputTypeDef]

DatasetDefinition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DatasetDefinitionTypeDef]

ProcessingJobStepMetadataTypeDef

Arn

• Type: typing.Optional[str]

ProcessingJobSummaryTypeDef

ProcessingJobName

• Type:
• Required: Yes

ProcessingJobArn

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

ProcessingJobStatus

• Type: typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']
• Required: Yes

ProcessingEndTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

FailureReason

• Type: typing.Optional[str]

ExitMessage

• Type: typing.Optional[str]

ProcessingJobTypeDef

ProcessingInputs

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ProcessingInputTypeDef]]

ProcessingOutputConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProcessingOutputConfigOutputTypeDef]

ProcessingJobName

• Type: typing.Optional[str]

ProcessingResources

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProcessingResourcesTypeDef]

StoppingCondition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProcessingStoppingConditionTypeDef]

AppSpecification

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AppSpecificationOutputTypeDef]

Environment

• Type: typing.Optional[typing.Dict[str, str]]

NetworkConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.NetworkConfigOutputTypeDef]

RoleArn

• Type: typing.Optional[str]

ExperimentConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ExperimentConfigTypeDef]

ProcessingJobArn

• Type: typing.Optional[str]

ProcessingJobStatus

• Type: typing.Optional[typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']]

ExitMessage

• Type: typing.Optional[str]

FailureReason

• Type: typing.Optional[str]

ProcessingEndTime

• Type: typing.Optional[datetime.datetime]

ProcessingStartTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

CreationTime

• Type: typing.Optional[datetime.datetime]

MonitoringScheduleArn

• Type: typing.Optional[str]

AutoMLJobArn

• Type: typing.Optional[str]

TrainingJobArn

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

ProcessingOutputConfigExtraOutputTypeDef

Outputs

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ProcessingOutputTypeDef]
• Required: Yes

KmsKeyId

• Type: typing.Optional[str]

ProcessingOutputConfigOutputTypeDef

Outputs

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ProcessingOutputTypeDef]
• Required: Yes

KmsKeyId

• Type: typing.Optional[str]

ProcessingOutputConfigTypeDef

Outputs

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ProcessingOutputTypeDef]
• Required: Yes

KmsKeyId

• Type: typing.Optional[str]

ProcessingOutputTypeDef

OutputName

• Type:
• Required: Yes

S3Output

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProcessingS3OutputTypeDef]

FeatureStoreOutput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProcessingFeatureStoreOutputTypeDef]

AppManaged

• Type: typing.Optional[bool]

ProcessingResourcesTypeDef

ClusterConfig

• Type:
• Required: Yes

ProcessingS3InputTypeDef

S3Uri

• Type:
• Required: Yes

S3DataType

• Type: typing.Literal['ManifestFile', 'S3Prefix']
• Required: Yes

LocalPath

• Type: typing.Optional[str]

S3InputMode

• Type: typing.Optional[typing.Literal['File', 'Pipe']]

S3DataDistributionType

• Type: typing.Optional[typing.Literal['FullyReplicated', 'ShardedByS3Key']]

S3CompressionType

• Type: typing.Optional[typing.Literal['Gzip', 'None']]

ProcessingS3OutputTypeDef

S3Uri

• Type:
• Required: Yes

LocalPath

• Type:
• Required: Yes

S3UploadMode

• Type: typing.Literal['Continuous', 'EndOfJob']
• Required: Yes

ProcessingStoppingConditionTypeDef

MaxRuntimeInSeconds

• Type:
• Required: Yes

ProductionVariantCoreDumpConfigTypeDef

DestinationS3Uri

• Type:
• Required: Yes

KmsKeyId

• Type: typing.Optional[str]

ProductionVariantManagedInstanceScalingTypeDef

Status

• Type: typing.Optional[typing.Literal['DISABLED', 'ENABLED']]

MinInstanceCount

• Type: typing.Optional[int]

MaxInstanceCount

• Type: typing.Optional[int]

ProductionVariantRoutingConfigTypeDef

RoutingStrategy

• Type: typing.Literal['LEAST_OUTSTANDING_REQUESTS', 'RANDOM']
• Required: Yes

ProductionVariantServerlessConfigTypeDef

MemorySizeInMB

• Type:
• Required: Yes

MaxConcurrency

• Type:
• Required: Yes

ProvisionedConcurrency

• Type: typing.Optional[int]

ProductionVariantServerlessUpdateConfigTypeDef

MaxConcurrency

• Type: typing.Optional[int]

ProvisionedConcurrency

• Type: typing.Optional[int]

ProductionVariantStatusTypeDef

Status

• Type: typing.Literal['ActivatingTraffic', 'Baking', 'Creating', 'Deleting', 'Updating']
• Required: Yes

StatusMessage

• Type: typing.Optional[str]

StartTime

• Type: typing.Optional[datetime.datetime]

ProductionVariantSummaryTypeDef

VariantName

• Type:
• Required: Yes

DeployedImages

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.DeployedImageTypeDef]]

CurrentWeight

• Type: typing.Optional[float]

DesiredWeight

• Type: typing.Optional[float]

CurrentInstanceCount

• Type: typing.Optional[int]

DesiredInstanceCount

• Type: typing.Optional[int]

VariantStatus

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantStatusTypeDef]]

CurrentServerlessConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantServerlessConfigTypeDef]

DesiredServerlessConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantServerlessConfigTypeDef]

ManagedInstanceScaling

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantManagedInstanceScalingTypeDef]

RoutingConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantRoutingConfigTypeDef]

ProductionVariantTypeDef

VariantName

• Type:
• Required: Yes

ModelName

• Type: typing.Optional[str]

InitialInstanceCount

• Type: typing.Optional[int]

InstanceType

• Type: typing.Optional[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.large', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.large', 'ml.c5.xlarge', 'ml.c5d.18xlarge', 'ml.c5d.2xlarge', 'ml.c5d.4xlarge', 'ml.c5d.9xlarge', 'ml.c5d.large', 'ml.c5d.xlarge', 'ml.c6g.12xlarge', 'ml.c6g.16xlarge', 'ml.c6g.2xlarge', 'ml.c6g.4xlarge', 'ml.c6g.8xlarge', 'ml.c6g.large', 'ml.c6g.xlarge', 'ml.c6gd.12xlarge', 'ml.c6gd.16xlarge', 'ml.c6gd.2xlarge', 'ml.c6gd.4xlarge', 'ml.c6gd.8xlarge', 'ml.c6gd.large', 'ml.c6gd.xlarge', 'ml.c6gn.12xlarge', 'ml.c6gn.16xlarge', 'ml.c6gn.2xlarge', 'ml.c6gn.4xlarge', 'ml.c6gn.8xlarge', 'ml.c6gn.large', 'ml.c6gn.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c7g.12xlarge', 'ml.c7g.16xlarge', 'ml.c7g.2xlarge', 'ml.c7g.4xlarge', 'ml.c7g.8xlarge', 'ml.c7g.large', 'ml.c7g.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.dl1.24xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.inf1.24xlarge', 'ml.inf1.2xlarge', 'ml.inf1.6xlarge', 'ml.inf1.xlarge', 'ml.inf2.24xlarge', 'ml.inf2.48xlarge', 'ml.inf2.8xlarge', 'ml.inf2.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m5d.12xlarge', 'ml.m5d.24xlarge', 'ml.m5d.2xlarge', 'ml.m5d.4xlarge', 'ml.m5d.large', 'ml.m5d.xlarge', 'ml.m6g.12xlarge', 'ml.m6g.16xlarge', 'ml.m6g.2xlarge', 'ml.m6g.4xlarge', 'ml.m6g.8xlarge', 'ml.m6g.large', 'ml.m6g.xlarge', 'ml.m6gd.12xlarge', 'ml.m6gd.16xlarge', 'ml.m6gd.2xlarge', 'ml.m6gd.4xlarge', 'ml.m6gd.8xlarge', 'ml.m6gd.large', 'ml.m6gd.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.r5.12xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.r5d.12xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.large', 'ml.r5d.xlarge', 'ml.r6g.12xlarge', 'ml.r6g.16xlarge', 'ml.r6g.2xlarge', 'ml.r6g.4xlarge', 'ml.r6g.8xlarge', 'ml.r6g.large', 'ml.r6g.xlarge', 'ml.r6gd.12xlarge', 'ml.r6gd.16xlarge', 'ml.r6gd.2xlarge', 'ml.r6gd.4xlarge', 'ml.r6gd.8xlarge', 'ml.r6gd.large', 'ml.r6gd.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']]

InitialVariantWeight

• Type: typing.Optional[float]

AcceleratorType

• Type: typing.Optional[typing.Literal['ml.eia1.large', 'ml.eia1.medium', 'ml.eia1.xlarge', 'ml.eia2.large', 'ml.eia2.medium', 'ml.eia2.xlarge']]

CoreDumpConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantCoreDumpConfigTypeDef]

ServerlessConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantServerlessConfigTypeDef]

VolumeSizeInGB

• Type: typing.Optional[int]

ModelDataDownloadTimeoutInSeconds

• Type: typing.Optional[int]

ContainerStartupHealthCheckTimeoutInSeconds

• Type: typing.Optional[int]

EnableSSMAccess

• Type: typing.Optional[bool]

ManagedInstanceScaling

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantManagedInstanceScalingTypeDef]

RoutingConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProductionVariantRoutingConfigTypeDef]

InferenceAmiVersion

• Type: typing.Optional[typing.Literal['al2-ami-sagemaker-inference-gpu-2']]

ProfilerConfigExtraOutputTypeDef

S3OutputPath

• Type: typing.Optional[str]

ProfilingIntervalInMilliseconds

• Type: typing.Optional[int]

ProfilingParameters

• Type: typing.Optional[typing.Dict[str, str]]

DisableProfiler

• Type: typing.Optional[bool]

ProfilerConfigForUpdateTypeDef

S3OutputPath

• Type: typing.Optional[str]

ProfilingIntervalInMilliseconds

• Type: typing.Optional[int]

ProfilingParameters

• Type: typing.Optional[typing.Mapping[str, str]]

DisableProfiler

• Type: typing.Optional[bool]

ProfilerConfigOutputTypeDef

S3OutputPath

• Type: typing.Optional[str]

ProfilingIntervalInMilliseconds

• Type: typing.Optional[int]

ProfilingParameters

• Type: typing.Optional[typing.Dict[str, str]]

DisableProfiler

• Type: typing.Optional[bool]

ProfilerConfigTypeDef

S3OutputPath

• Type: typing.Optional[str]

ProfilingIntervalInMilliseconds

• Type: typing.Optional[int]

ProfilingParameters

• Type: typing.Optional[typing.Mapping[str, str]]

DisableProfiler

• Type: typing.Optional[bool]

ProfilerRuleConfigurationOutputTypeDef

RuleConfigurationName

• Type:
• Required: Yes

RuleEvaluatorImage

• Type:
• Required: Yes

LocalPath

• Type: typing.Optional[str]

S3OutputPath

• Type: typing.Optional[str]

InstanceType

• Type: typing.Optional[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.r5.12xlarge', 'ml.r5.16xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.8xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge']]

VolumeSizeInGB

• Type: typing.Optional[int]

RuleParameters

• Type: typing.Optional[typing.Dict[str, str]]

ProfilerRuleConfigurationTypeDef

RuleConfigurationName

• Type:
• Required: Yes

RuleEvaluatorImage

• Type:
• Required: Yes

LocalPath

• Type: typing.Optional[str]

S3OutputPath

• Type: typing.Optional[str]

InstanceType

• Type: typing.Optional[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.r5.12xlarge', 'ml.r5.16xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.8xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge']]

VolumeSizeInGB

• Type: typing.Optional[int]

RuleParameters

• Type: typing.Optional[typing.Mapping[str, str]]

ProfilerRuleEvaluationStatusTypeDef

RuleConfigurationName

• Type: typing.Optional[str]

RuleEvaluationJobArn

• Type: typing.Optional[str]

RuleEvaluationStatus

• Type: typing.Optional[typing.Literal['Error', 'InProgress', 'IssuesFound', 'NoIssuesFound', 'Stopped', 'Stopping']]

StatusDetails

• Type: typing.Optional[str]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

ProjectSummaryTypeDef

ProjectName

• Type:
• Required: Yes

ProjectArn

• Type:
• Required: Yes

ProjectId

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

ProjectStatus

• Type: typing.Literal['CreateCompleted', 'CreateFailed', 'CreateInProgress', 'DeleteCompleted', 'DeleteFailed', 'DeleteInProgress', 'Pending', 'UpdateCompleted', 'UpdateFailed', 'UpdateInProgress']
• Required: Yes

ProjectDescription

• Type: typing.Optional[str]

ProjectTypeDef

ProjectArn

• Type: typing.Optional[str]

ProjectName

• Type: typing.Optional[str]

ProjectId

• Type: typing.Optional[str]

ProjectDescription

• Type: typing.Optional[str]

ServiceCatalogProvisioningDetails

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ServiceCatalogProvisioningDetailsOutputTypeDef]

ServiceCatalogProvisionedProductDetails

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ServiceCatalogProvisionedProductDetailsTypeDef]

ProjectStatus

• Type: typing.Optional[typing.Literal['CreateCompleted', 'CreateFailed', 'CreateInProgress', 'DeleteCompleted', 'DeleteFailed', 'DeleteInProgress', 'Pending', 'UpdateCompleted', 'UpdateFailed', 'UpdateInProgress']]

CreatedBy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserContextTypeDef]

CreationTime

• Type: typing.Optional[datetime.datetime]

Tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

LastModifiedBy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserContextTypeDef]

PropertyNameQueryTypeDef

PropertyNameHint

• Type:
• Required: Yes

PropertyNameSuggestionTypeDef

PropertyName

• Type: typing.Optional[str]

ProvisioningParameterTypeDef

Key

• Type: typing.Optional[str]

Value

• Type: typing.Optional[str]

PublicWorkforceTaskPriceTypeDef

AmountInUsd

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.USDTypeDef]

PutModelPackageGroupPolicyInputRequestTypeDef

ModelPackageGroupName

• Type:
• Required: Yes

ResourcePolicy

• Type:
• Required: Yes

PutModelPackageGroupPolicyOutputTypeDef

ModelPackageGroupArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

QualityCheckStepMetadataTypeDef

CheckType

• Type: typing.Optional[str]

BaselineUsedForDriftCheckStatistics

• Type: typing.Optional[str]

BaselineUsedForDriftCheckConstraints

• Type: typing.Optional[str]

CalculatedBaselineStatistics

• Type: typing.Optional[str]

CalculatedBaselineConstraints

• Type: typing.Optional[str]

ModelPackageGroupName

• Type: typing.Optional[str]

ViolationReport

• Type: typing.Optional[str]

CheckJobArn

• Type: typing.Optional[str]

SkipCheck

• Type: typing.Optional[bool]

RegisterNewBaseline

• Type: typing.Optional[bool]

QueryFiltersTypeDef

Types

• Type: typing.Optional[typing.Sequence[str]]

LineageTypes

• Type: typing.Optional[typing.Sequence[typing.Literal['Action', 'Artifact', 'Context', 'TrialComponent']]]

CreatedBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

CreatedAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

ModifiedBefore

• Type: typing.Union[datetime.datetime, str, NoneType]

ModifiedAfter

• Type: typing.Union[datetime.datetime, str, NoneType]

Properties

• Type: typing.Optional[typing.Mapping[str, str]]

QueryLineageRequestRequestTypeDef

StartArns

• Type: typing.Optional[typing.Sequence[str]]

Direction

• Type: typing.Optional[typing.Literal['Ascendants', 'Both', 'Descendants']]

IncludeEdges

• Type: typing.Optional[bool]

Filters

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.QueryFiltersTypeDef]

MaxDepth

• Type: typing.Optional[int]

MaxResults

• Type: typing.Optional[int]

NextToken

• Type: typing.Optional[str]

QueryLineageResponseTypeDef

Vertices

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.VertexTypeDef]
• Required: Yes

Edges

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.EdgeTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

RSessionAppSettingsOutputTypeDef

DefaultResourceSpec

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceSpecTypeDef]

CustomImages

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.CustomImageTypeDef]]

RSessionAppSettingsTypeDef

DefaultResourceSpec

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceSpecTypeDef]

CustomImages

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.CustomImageTypeDef]]

RStudioServerProAppSettingsTypeDef

AccessStatus

• Type: typing.Optional[typing.Literal['DISABLED', 'ENABLED']]

UserGroup

• Type: typing.Optional[typing.Literal['R_STUDIO_ADMIN', 'R_STUDIO_USER']]

RStudioServerProDomainSettingsForUpdateTypeDef

DomainExecutionRoleArn

• Type:
• Required: Yes

DefaultResourceSpec

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceSpecTypeDef]

RStudioConnectUrl

• Type: typing.Optional[str]

RStudioPackageManagerUrl

• Type: typing.Optional[str]

RStudioServerProDomainSettingsTypeDef

DomainExecutionRoleArn

• Type:
• Required: Yes

RStudioConnectUrl

• Type: typing.Optional[str]

RStudioPackageManagerUrl

• Type: typing.Optional[str]

DefaultResourceSpec

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceSpecTypeDef]

RealTimeInferenceConfigTypeDef

InstanceType

• Type: typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.c5d.18xlarge', 'ml.c5d.2xlarge', 'ml.c5d.4xlarge', 'ml.c5d.9xlarge', 'ml.c5d.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c6id.12xlarge', 'ml.c6id.16xlarge', 'ml.c6id.24xlarge', 'ml.c6id.2xlarge', 'ml.c6id.32xlarge', 'ml.c6id.4xlarge', 'ml.c6id.8xlarge', 'ml.c6id.large', 'ml.c6id.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.inf1.24xlarge', 'ml.inf1.2xlarge', 'ml.inf1.6xlarge', 'ml.inf1.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.xlarge', 'ml.m5d.12xlarge', 'ml.m5d.16xlarge', 'ml.m5d.24xlarge', 'ml.m5d.2xlarge', 'ml.m5d.4xlarge', 'ml.m5d.8xlarge', 'ml.m5d.large', 'ml.m5d.xlarge', 'ml.m6i.12xlarge', 'ml.m6i.16xlarge', 'ml.m6i.24xlarge', 'ml.m6i.2xlarge', 'ml.m6i.32xlarge', 'ml.m6i.4xlarge', 'ml.m6i.8xlarge', 'ml.m6i.large', 'ml.m6i.xlarge', 'ml.m6id.12xlarge', 'ml.m6id.16xlarge', 'ml.m6id.24xlarge', 'ml.m6id.2xlarge', 'ml.m6id.32xlarge', 'ml.m6id.4xlarge', 'ml.m6id.8xlarge', 'ml.m6id.large', 'ml.m6id.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p3dn.24xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.r5.12xlarge', 'ml.r5.16xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.8xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.r6i.12xlarge', 'ml.r6i.16xlarge', 'ml.r6i.24xlarge', 'ml.r6i.2xlarge', 'ml.r6i.32xlarge', 'ml.r6i.4xlarge', 'ml.r6i.8xlarge', 'ml.r6i.large', 'ml.r6i.xlarge', 'ml.r6id.12xlarge', 'ml.r6id.16xlarge', 'ml.r6id.24xlarge', 'ml.r6id.2xlarge', 'ml.r6id.32xlarge', 'ml.r6id.4xlarge', 'ml.r6id.8xlarge', 'ml.r6id.large', 'ml.r6id.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge']
• Required: Yes

InstanceCount

• Type:
• Required: Yes

RealTimeInferenceRecommendationTypeDef

RecommendationId

• Type:
• Required: Yes

InstanceType

• Type: typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.large', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.large', 'ml.c5.xlarge', 'ml.c5d.18xlarge', 'ml.c5d.2xlarge', 'ml.c5d.4xlarge', 'ml.c5d.9xlarge', 'ml.c5d.large', 'ml.c5d.xlarge', 'ml.c6g.12xlarge', 'ml.c6g.16xlarge', 'ml.c6g.2xlarge', 'ml.c6g.4xlarge', 'ml.c6g.8xlarge', 'ml.c6g.large', 'ml.c6g.xlarge', 'ml.c6gd.12xlarge', 'ml.c6gd.16xlarge', 'ml.c6gd.2xlarge', 'ml.c6gd.4xlarge', 'ml.c6gd.8xlarge', 'ml.c6gd.large', 'ml.c6gd.xlarge', 'ml.c6gn.12xlarge', 'ml.c6gn.16xlarge', 'ml.c6gn.2xlarge', 'ml.c6gn.4xlarge', 'ml.c6gn.8xlarge', 'ml.c6gn.large', 'ml.c6gn.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c7g.12xlarge', 'ml.c7g.16xlarge', 'ml.c7g.2xlarge', 'ml.c7g.4xlarge', 'ml.c7g.8xlarge', 'ml.c7g.large', 'ml.c7g.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.dl1.24xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.inf1.24xlarge', 'ml.inf1.2xlarge', 'ml.inf1.6xlarge', 'ml.inf1.xlarge', 'ml.inf2.24xlarge', 'ml.inf2.48xlarge', 'ml.inf2.8xlarge', 'ml.inf2.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m5d.12xlarge', 'ml.m5d.24xlarge', 'ml.m5d.2xlarge', 'ml.m5d.4xlarge', 'ml.m5d.large', 'ml.m5d.xlarge', 'ml.m6g.12xlarge', 'ml.m6g.16xlarge', 'ml.m6g.2xlarge', 'ml.m6g.4xlarge', 'ml.m6g.8xlarge', 'ml.m6g.large', 'ml.m6g.xlarge', 'ml.m6gd.12xlarge', 'ml.m6gd.16xlarge', 'ml.m6gd.2xlarge', 'ml.m6gd.4xlarge', 'ml.m6gd.8xlarge', 'ml.m6gd.large', 'ml.m6gd.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.r5.12xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.r5d.12xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.large', 'ml.r5d.xlarge', 'ml.r6g.12xlarge', 'ml.r6g.16xlarge', 'ml.r6g.2xlarge', 'ml.r6g.4xlarge', 'ml.r6g.8xlarge', 'ml.r6g.large', 'ml.r6g.xlarge', 'ml.r6gd.12xlarge', 'ml.r6gd.16xlarge', 'ml.r6gd.2xlarge', 'ml.r6gd.4xlarge', 'ml.r6gd.8xlarge', 'ml.r6gd.large', 'ml.r6gd.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']
• Required: Yes

Environment

• Type: typing.Optional[typing.Dict[str, str]]

RecommendationJobCompiledOutputConfigTypeDef

S3OutputUri

• Type: typing.Optional[str]

RecommendationJobContainerConfigOutputTypeDef

Domain

• Type: typing.Optional[str]

Task

• Type: typing.Optional[str]

Framework

• Type: typing.Optional[str]

FrameworkVersion

• Type: typing.Optional[str]

PayloadConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RecommendationJobPayloadConfigOutputTypeDef]

NearestModelName

• Type: typing.Optional[str]

SupportedInstanceTypes

• Type: typing.Optional[typing.List[str]]

SupportedEndpointType

• Type: typing.Optional[typing.Literal['RealTime', 'Serverless']]

DataInputConfig

• Type: typing.Optional[str]

SupportedResponseMIMETypes

• Type: typing.Optional[typing.List[str]]

RecommendationJobContainerConfigTypeDef

Domain

• Type: typing.Optional[str]

Task

• Type: typing.Optional[str]

Framework

• Type: typing.Optional[str]

FrameworkVersion

• Type: typing.Optional[str]

PayloadConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RecommendationJobPayloadConfigTypeDef]

NearestModelName

• Type: typing.Optional[str]

SupportedInstanceTypes

• Type: typing.Optional[typing.Sequence[str]]

SupportedEndpointType

• Type: typing.Optional[typing.Literal['RealTime', 'Serverless']]

DataInputConfig

• Type: typing.Optional[str]

SupportedResponseMIMETypes

• Type: typing.Optional[typing.Sequence[str]]

RecommendationJobInferenceBenchmarkTypeDef

ModelConfiguration

• Type:
• Required: Yes

Metrics

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RecommendationMetricsTypeDef]

EndpointMetrics

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceMetricsTypeDef]

EndpointConfiguration

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.EndpointOutputConfigurationTypeDef]

FailureReason

• Type: typing.Optional[str]

InvocationEndTime

• Type: typing.Optional[datetime.datetime]

InvocationStartTime

• Type: typing.Optional[datetime.datetime]

RecommendationJobInputConfigOutputTypeDef

ModelPackageVersionArn

• Type: typing.Optional[str]

ModelName

• Type: typing.Optional[str]

JobDurationInSeconds

• Type: typing.Optional[int]

TrafficPattern

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TrafficPatternOutputTypeDef]

ResourceLimit

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RecommendationJobResourceLimitTypeDef]

EndpointConfigurations

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.EndpointInputConfigurationOutputTypeDef]]

VolumeKmsKeyId

• Type: typing.Optional[str]

ContainerConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RecommendationJobContainerConfigOutputTypeDef]

Endpoints

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.EndpointInfoTypeDef]]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RecommendationJobVpcConfigOutputTypeDef]

RecommendationJobInputConfigTypeDef

ModelPackageVersionArn

• Type: typing.Optional[str]

ModelName

• Type: typing.Optional[str]

JobDurationInSeconds

• Type: typing.Optional[int]

TrafficPattern

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TrafficPatternTypeDef]

ResourceLimit

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RecommendationJobResourceLimitTypeDef]

EndpointConfigurations

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.EndpointInputConfigurationTypeDef]]

VolumeKmsKeyId

• Type: typing.Optional[str]

ContainerConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RecommendationJobContainerConfigTypeDef]

Endpoints

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.EndpointInfoTypeDef]]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RecommendationJobVpcConfigTypeDef]

RecommendationJobOutputConfigTypeDef

KmsKeyId

• Type: typing.Optional[str]

CompiledOutputConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RecommendationJobCompiledOutputConfigTypeDef]

RecommendationJobPayloadConfigOutputTypeDef

SamplePayloadUrl

• Type: typing.Optional[str]

SupportedContentTypes

• Type: typing.Optional[typing.List[str]]

RecommendationJobPayloadConfigTypeDef

SamplePayloadUrl

• Type: typing.Optional[str]

SupportedContentTypes

• Type: typing.Optional[typing.Sequence[str]]

RecommendationJobResourceLimitTypeDef

MaxNumberOfTests

• Type: typing.Optional[int]

MaxParallelOfTests

• Type: typing.Optional[int]

RecommendationJobStoppingConditionsOutputTypeDef

MaxInvocations

• Type: typing.Optional[int]

ModelLatencyThresholds

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ModelLatencyThresholdTypeDef]]

FlatInvocations

• Type: typing.Optional[typing.Literal['Continue', 'Stop']]

RecommendationJobStoppingConditionsTypeDef

MaxInvocations

• Type: typing.Optional[int]

ModelLatencyThresholds

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ModelLatencyThresholdTypeDef]]

FlatInvocations

• Type: typing.Optional[typing.Literal['Continue', 'Stop']]

RecommendationJobVpcConfigOutputTypeDef

SecurityGroupIds

• Type: typing.List[str]
• Required: Yes

Subnets

• Type: typing.List[str]
• Required: Yes

RecommendationJobVpcConfigTypeDef

SecurityGroupIds

• Type: typing.Sequence[str]
• Required: Yes

Subnets

• Type: typing.Sequence[str]
• Required: Yes

RecommendationMetricsTypeDef

CostPerHour

• Type: typing.Optional[float]

CostPerInference

• Type: typing.Optional[float]

MaxInvocations

• Type: typing.Optional[int]

ModelLatency

• Type: typing.Optional[int]

CpuUtilization

• Type: typing.Optional[float]

MemoryUtilization

• Type: typing.Optional[float]

ModelSetupTime

• Type: typing.Optional[int]

RedshiftDatasetDefinitionTypeDef

ClusterId

• Type:
• Required: Yes

Database

• Type:
• Required: Yes

DbUser

• Type:
• Required: Yes

QueryString

• Type:
• Required: Yes

ClusterRoleArn

• Type:
• Required: Yes

OutputS3Uri

• Type:
• Required: Yes

OutputFormat

• Type: typing.Literal['CSV', 'PARQUET']
• Required: Yes

KmsKeyId

• Type: typing.Optional[str]

OutputCompression

• Type: typing.Optional[typing.Literal['BZIP2', 'GZIP', 'None', 'SNAPPY', 'ZSTD']]

RegisterDevicesRequestRequestTypeDef

DeviceFleetName

• Type:
• Required: Yes

Devices

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.DeviceTypeDef]
• Required: Yes

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

RegisterModelStepMetadataTypeDef

Arn

• Type: typing.Optional[str]

RemoteDebugConfigForUpdateTypeDef

EnableRemoteDebug

• Type: typing.Optional[bool]

RemoteDebugConfigTypeDef

EnableRemoteDebug

• Type: typing.Optional[bool]

RenderUiTemplateRequestRequestTypeDef

Task

• Type:
• Required: Yes

RoleArn

• Type:
• Required: Yes

UiTemplate

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UiTemplateTypeDef]

HumanTaskUiArn

• Type: typing.Optional[str]

RenderUiTemplateResponseTypeDef

RenderedContent

• Type:
• Required: Yes

Errors

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.RenderingErrorTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

RenderableTaskTypeDef

Input

• Type:
• Required: Yes

RenderingErrorTypeDef

Code

• Type:
• Required: Yes

Message

• Type:
• Required: Yes

RepositoryAuthConfigTypeDef

RepositoryCredentialsProviderArn

• Type:
• Required: Yes

ResolvedAttributesTypeDef

AutoMLJobObjective

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLJobObjectiveTypeDef]

ProblemType

• Type: typing.Optional[typing.Literal['BinaryClassification', 'MulticlassClassification', 'Regression']]

CompletionCriteria

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLJobCompletionCriteriaTypeDef]

ResourceCatalogTypeDef

ResourceCatalogArn

• Type:
• Required: Yes

ResourceCatalogName

• Type:
• Required: Yes

Description

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

ResourceConfigExtraOutputTypeDef

VolumeSizeInGB

• Type:
• Required: Yes

InstanceType

• Type: typing.Optional[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.c5n.18xlarge', 'ml.c5n.2xlarge', 'ml.c5n.4xlarge', 'ml.c5n.9xlarge', 'ml.c5n.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m6i.12xlarge', 'ml.m6i.16xlarge', 'ml.m6i.24xlarge', 'ml.m6i.2xlarge', 'ml.m6i.32xlarge', 'ml.m6i.4xlarge', 'ml.m6i.8xlarge', 'ml.m6i.large', 'ml.m6i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p3dn.24xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']]

InstanceCount

• Type: typing.Optional[int]

VolumeKmsKeyId

• Type: typing.Optional[str]

KeepAlivePeriodInSeconds

• Type: typing.Optional[int]

InstanceGroups

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.InstanceGroupTypeDef]]

ResourceConfigForUpdateTypeDef

KeepAlivePeriodInSeconds

• Type:
• Required: Yes

ResourceConfigOutputTypeDef

VolumeSizeInGB

• Type:
• Required: Yes

InstanceType

• Type: typing.Optional[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.c5n.18xlarge', 'ml.c5n.2xlarge', 'ml.c5n.4xlarge', 'ml.c5n.9xlarge', 'ml.c5n.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m6i.12xlarge', 'ml.m6i.16xlarge', 'ml.m6i.24xlarge', 'ml.m6i.2xlarge', 'ml.m6i.32xlarge', 'ml.m6i.4xlarge', 'ml.m6i.8xlarge', 'ml.m6i.large', 'ml.m6i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p3dn.24xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']]

InstanceCount

• Type: typing.Optional[int]

VolumeKmsKeyId

• Type: typing.Optional[str]

KeepAlivePeriodInSeconds

• Type: typing.Optional[int]

InstanceGroups

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.InstanceGroupTypeDef]]

ResourceConfigTypeDef

VolumeSizeInGB

• Type:
• Required: Yes

InstanceType

• Type: typing.Optional[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.c5n.18xlarge', 'ml.c5n.2xlarge', 'ml.c5n.4xlarge', 'ml.c5n.9xlarge', 'ml.c5n.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m6i.12xlarge', 'ml.m6i.16xlarge', 'ml.m6i.24xlarge', 'ml.m6i.2xlarge', 'ml.m6i.32xlarge', 'ml.m6i.4xlarge', 'ml.m6i.8xlarge', 'ml.m6i.large', 'ml.m6i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p3dn.24xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']]

InstanceCount

• Type: typing.Optional[int]

VolumeKmsKeyId

• Type: typing.Optional[str]

KeepAlivePeriodInSeconds

• Type: typing.Optional[int]

InstanceGroups

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.InstanceGroupTypeDef]]

ResourceLimitsTypeDef

MaxParallelTrainingJobs

• Type:
• Required: Yes

MaxNumberOfTrainingJobs

• Type: typing.Optional[int]

MaxRuntimeInSeconds

• Type: typing.Optional[int]

ResourceSpecTypeDef

SageMakerImageArn

• Type: typing.Optional[str]

SageMakerImageVersionArn

• Type: typing.Optional[str]

SageMakerImageVersionAlias

• Type: typing.Optional[str]

InstanceType

• Type: typing.Optional[typing.Literal['ml.c5.12xlarge', 'ml.c5.18xlarge', 'ml.c5.24xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.large', 'ml.c5.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c6id.12xlarge', 'ml.c6id.16xlarge', 'ml.c6id.24xlarge', 'ml.c6id.2xlarge', 'ml.c6id.32xlarge', 'ml.c6id.4xlarge', 'ml.c6id.8xlarge', 'ml.c6id.large', 'ml.c6id.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.geospatial.interactive', 'ml.m5.12xlarge', 'ml.m5.16xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.8xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m5d.12xlarge', 'ml.m5d.16xlarge', 'ml.m5d.24xlarge', 'ml.m5d.2xlarge', 'ml.m5d.4xlarge', 'ml.m5d.8xlarge', 'ml.m5d.large', 'ml.m5d.xlarge', 'ml.m6i.12xlarge', 'ml.m6i.16xlarge', 'ml.m6i.24xlarge', 'ml.m6i.2xlarge', 'ml.m6i.32xlarge', 'ml.m6i.4xlarge', 'ml.m6i.8xlarge', 'ml.m6i.large', 'ml.m6i.xlarge', 'ml.m6id.12xlarge', 'ml.m6id.16xlarge', 'ml.m6id.24xlarge', 'ml.m6id.2xlarge', 'ml.m6id.32xlarge', 'ml.m6id.4xlarge', 'ml.m6id.8xlarge', 'ml.m6id.large', 'ml.m6id.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p3dn.24xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.r5.12xlarge', 'ml.r5.16xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.8xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.r6i.12xlarge', 'ml.r6i.16xlarge', 'ml.r6i.24xlarge', 'ml.r6i.2xlarge', 'ml.r6i.32xlarge', 'ml.r6i.4xlarge', 'ml.r6i.8xlarge', 'ml.r6i.large', 'ml.r6i.xlarge', 'ml.r6id.12xlarge', 'ml.r6id.16xlarge', 'ml.r6id.24xlarge', 'ml.r6id.2xlarge', 'ml.r6id.32xlarge', 'ml.r6id.4xlarge', 'ml.r6id.8xlarge', 'ml.r6id.large', 'ml.r6id.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.micro', 'ml.t3.small', 'ml.t3.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge', 'system']]

LifecycleConfigArn

• Type: typing.Optional[str]

ResponseMetadataTypeDef

RequestId

• Type:
• Required: Yes

HTTPStatusCode

• Type:
• Required: Yes

HTTPHeaders

• Type: typing.Dict[str, str]
• Required: Yes

RetryAttempts

• Type:
• Required: Yes

HostId

• Type: typing.Optional[str]

RetentionPolicyTypeDef

HomeEfsFileSystem

• Type: typing.Optional[typing.Literal['Delete', 'Retain']]

RetryPipelineExecutionRequestRequestTypeDef

PipelineExecutionArn

• Type:
• Required: Yes

ClientRequestToken

• Type:
• Required: Yes

ParallelismConfiguration

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ParallelismConfigurationTypeDef]

RetryPipelineExecutionResponseTypeDef

PipelineExecutionArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

RetryStrategyTypeDef

MaximumRetryAttempts

• Type:
• Required: Yes

RollingUpdatePolicyTypeDef

MaximumBatchSize

• Type:
• Required: Yes

WaitIntervalInSeconds

• Type:
• Required: Yes

MaximumExecutionTimeoutInSeconds

• Type: typing.Optional[int]

RollbackMaximumBatchSize

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CapacitySizeTypeDef]

S3DataSourceExtraOutputTypeDef

S3DataType

• Type: typing.Literal['AugmentedManifestFile', 'ManifestFile', 'S3Prefix']
• Required: Yes

S3Uri

• Type:
• Required: Yes

S3DataDistributionType

• Type:

AttributeNames

• Type: typing.Optional[typing.List[str]]

InstanceGroupNames

• Type: typing.Optional[typing.List[str]]

S3DataSourceOutputTypeDef

S3DataType

• Type: typing.Literal['AugmentedManifestFile', 'ManifestFile', 'S3Prefix']
• Required: Yes

S3Uri

• Type:
• Required: Yes

S3DataDistributionType

• Type:

AttributeNames

• Type: typing.Optional[typing.List[str]]

InstanceGroupNames

• Type: typing.Optional[typing.List[str]]

S3DataSourceTypeDef

S3DataType

• Type: typing.Literal['AugmentedManifestFile', 'ManifestFile', 'S3Prefix']
• Required: Yes

S3Uri

• Type:
• Required: Yes

S3DataDistributionType

• Type:

AttributeNames

• Type: typing.Optional[typing.Sequence[str]]

InstanceGroupNames

• Type: typing.Optional[typing.Sequence[str]]

S3ModelDataSourceTypeDef

S3Uri

• Type:
• Required: Yes

S3DataType

• Type: typing.Literal['S3Object', 'S3Prefix']
• Required: Yes

CompressionType

• Type: typing.Literal['Gzip', 'None']
• Required: Yes

ModelAccessConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelAccessConfigTypeDef]

HubAccessConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceHubAccessConfigTypeDef]

S3PresignTypeDef

IamPolicyConstraints

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.IamPolicyConstraintsTypeDef]

S3StorageConfigTypeDef

S3Uri

• Type:
• Required: Yes

KmsKeyId

• Type: typing.Optional[str]

ResolvedOutputS3Uri

• Type: typing.Optional[str]

ScalingPolicyMetricTypeDef

InvocationsPerInstance

• Type: typing.Optional[int]

ModelLatency

• Type: typing.Optional[int]

ScalingPolicyObjectiveTypeDef

MinInvocationsPerMinute

• Type: typing.Optional[int]

MaxInvocationsPerMinute

• Type: typing.Optional[int]

ScalingPolicyTypeDef

TargetTracking

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TargetTrackingScalingPolicyConfigurationTypeDef]

ScheduleConfigTypeDef

ScheduleExpression

• Type:
• Required: Yes

DataAnalysisStartTime

• Type: typing.Optional[str]

DataAnalysisEndTime

• Type: typing.Optional[str]

SearchExpressionTypeDef

Filters

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.FilterTypeDef]]

NestedFilters

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.NestedFiltersTypeDef]]

SubExpressions

• Type: typing.Optional[typing.Sequence[typing.Dict[str, typing.Any]]]

Operator

• Type: typing.Optional[typing.Literal['And', 'Or']]

SearchRecordTypeDef

TrainingJob

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TrainingJobTypeDef]

Experiment

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ExperimentTypeDef]

Trial

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TrialTypeDef]

TrialComponent

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentTypeDef]

Endpoint

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.EndpointTypeDef]

ModelPackage

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelPackageTypeDef]

ModelPackageGroup

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelPackageGroupTypeDef]

Pipeline

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PipelineTypeDef]

PipelineExecution

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PipelineExecutionTypeDef]

FeatureGroup

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.FeatureGroupTypeDef]

FeatureMetadata

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.FeatureMetadataTypeDef]

Project

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProjectTypeDef]

HyperParameterTuningJob

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTuningJobSearchEntityTypeDef]

ModelCard

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelCardTypeDef]

Model

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelDashboardModelTypeDef]

SearchRequestRequestTypeDef

Resource

• Type: typing.Literal['Endpoint', 'Experiment', 'ExperimentTrial', 'ExperimentTrialComponent', 'FeatureGroup', 'FeatureMetadata', 'HyperParameterTuningJob', 'Image', 'ImageVersion', 'Model', 'ModelCard', 'ModelPackage', 'ModelPackageGroup', 'Pipeline', 'PipelineExecution', 'Project', 'TrainingJob']
• Required: Yes

SearchExpression

• Type: typing.Optional[ForwardRef('SearchExpressionTypeDef')]

SortBy

• Type: typing.Optional[str]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

• Type: typing.Optional[str]

MaxResults

• Type: typing.Optional[int]

CrossAccountFilterOption

• Type: typing.Optional[typing.Literal['CrossAccount', 'SameAccount']]

VisibilityConditions

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.VisibilityConditionsTypeDef]]

SearchRequestSearchPaginateTypeDef

Resource

• Type: typing.Literal['Endpoint', 'Experiment', 'ExperimentTrial', 'ExperimentTrialComponent', 'FeatureGroup', 'FeatureMetadata', 'HyperParameterTuningJob', 'Image', 'ImageVersion', 'Model', 'ModelCard', 'ModelPackage', 'ModelPackageGroup', 'Pipeline', 'PipelineExecution', 'Project', 'TrainingJob']
• Required: Yes

SearchExpression

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SearchExpressionTypeDef]

SortBy

• Type: typing.Optional[str]

SortOrder

• Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

CrossAccountFilterOption

• Type: typing.Optional[typing.Literal['CrossAccount', 'SameAccount']]

VisibilityConditions

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.VisibilityConditionsTypeDef]]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PaginatorConfigTypeDef]

SearchResponseTypeDef

Results

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.SearchRecordTypeDef]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

SecondaryStatusTransitionTypeDef

Status

• Type: typing.Literal['Completed', 'Downloading', 'DownloadingTrainingImage', 'Failed', 'Interrupted', 'LaunchingMLInstances', 'MaxRuntimeExceeded', 'MaxWaitTimeExceeded', 'Pending', 'PreparingTrainingStack', 'Restarting', 'Starting', 'Stopped', 'Stopping', 'Training', 'Updating', 'Uploading']
• Required: Yes

StartTime

• Type:
• Required: Yes

EndTime

• Type: typing.Optional[datetime.datetime]

StatusMessage

• Type: typing.Optional[str]

SelectedStepTypeDef

StepName

• Type:
• Required: Yes

SelectiveExecutionConfigExtraOutputTypeDef

SelectedSteps

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.SelectedStepTypeDef]
• Required: Yes

SourcePipelineExecutionArn

• Type: typing.Optional[str]

SelectiveExecutionConfigOutputTypeDef

SelectedSteps

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.SelectedStepTypeDef]
• Required: Yes

SourcePipelineExecutionArn

• Type: typing.Optional[str]

SelectiveExecutionConfigTypeDef

SelectedSteps

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.SelectedStepTypeDef]
• Required: Yes

SourcePipelineExecutionArn

• Type: typing.Optional[str]

SelectiveExecutionResultTypeDef

SourcePipelineExecutionArn

• Type: typing.Optional[str]

SendPipelineExecutionStepFailureRequestRequestTypeDef

CallbackToken

• Type:
• Required: Yes

FailureReason

• Type: typing.Optional[str]

ClientRequestToken

• Type: typing.Optional[str]

SendPipelineExecutionStepFailureResponseTypeDef

PipelineExecutionArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

SendPipelineExecutionStepSuccessRequestRequestTypeDef

CallbackToken

• Type:
• Required: Yes

OutputParameters

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.OutputParameterTypeDef]]

ClientRequestToken

• Type: typing.Optional[str]

SendPipelineExecutionStepSuccessResponseTypeDef

PipelineExecutionArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

ServiceCatalogProvisionedProductDetailsTypeDef

ProvisionedProductId

• Type: typing.Optional[str]

ProvisionedProductStatusMessage

• Type: typing.Optional[str]

ServiceCatalogProvisioningDetailsExtraOutputTypeDef

ProductId

• Type:
• Required: Yes

ProvisioningArtifactId

• Type: typing.Optional[str]

PathId

• Type: typing.Optional[str]

ProvisioningParameters

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ProvisioningParameterTypeDef]]

ServiceCatalogProvisioningDetailsOutputTypeDef

ProductId

• Type:
• Required: Yes

ProvisioningArtifactId

• Type: typing.Optional[str]

PathId

• Type: typing.Optional[str]

ProvisioningParameters

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ProvisioningParameterTypeDef]]

ServiceCatalogProvisioningDetailsTypeDef

ProductId

• Type:
• Required: Yes

ProvisioningArtifactId

• Type: typing.Optional[str]

PathId

• Type: typing.Optional[str]

ProvisioningParameters

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ProvisioningParameterTypeDef]]

ServiceCatalogProvisioningUpdateDetailsTypeDef

ProvisioningArtifactId

• Type: typing.Optional[str]

ProvisioningParameters

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ProvisioningParameterTypeDef]]

SessionChainingConfigTypeDef

EnableSessionTagChaining

• Type: typing.Optional[bool]

ShadowModeConfigOutputTypeDef

SourceModelVariantName

• Type:
• Required: Yes

ShadowModelVariants

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ShadowModelVariantConfigTypeDef]
• Required: Yes

ShadowModeConfigTypeDef

SourceModelVariantName

• Type:
• Required: Yes

ShadowModelVariants

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ShadowModelVariantConfigTypeDef]
• Required: Yes

ShadowModelVariantConfigTypeDef

ShadowModelVariantName

• Type:
• Required: Yes

SamplingPercentage

• Type:
• Required: Yes

SharingSettingsTypeDef

NotebookOutputOption

• Type: typing.Optional[typing.Literal['Allowed', 'Disabled']]

S3OutputPath

• Type: typing.Optional[str]

S3KmsKeyId

• Type: typing.Optional[str]

ShuffleConfigTypeDef

Seed

• Type:
• Required: Yes

SourceAlgorithmSpecificationExtraOutputTypeDef

SourceAlgorithms

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.SourceAlgorithmTypeDef]
• Required: Yes

SourceAlgorithmSpecificationOutputTypeDef

SourceAlgorithms

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.SourceAlgorithmTypeDef]
• Required: Yes

SourceAlgorithmSpecificationTypeDef

SourceAlgorithms

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.SourceAlgorithmTypeDef]
• Required: Yes

SourceAlgorithmTypeDef

AlgorithmName

• Type:
• Required: Yes

ModelDataUrl

• Type: typing.Optional[str]

ModelDataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelDataSourceTypeDef]

SourceIpConfigExtraOutputTypeDef

Cidrs

• Type: typing.List[str]
• Required: Yes

SourceIpConfigOutputTypeDef

Cidrs

• Type: typing.List[str]
• Required: Yes

SourceIpConfigTypeDef

Cidrs

• Type: typing.Sequence[str]
• Required: Yes

SpaceCodeEditorAppSettingsTypeDef

DefaultResourceSpec

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceSpecTypeDef]

SpaceDetailsTypeDef

DomainId

• Type: typing.Optional[str]

SpaceName

• Type: typing.Optional[str]

Status

• Type: typing.Optional[typing.Literal['Delete_Failed', 'Deleting', 'Failed', 'InService', 'Pending', 'Update_Failed', 'Updating']]

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

SpaceSettingsSummary

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SpaceSettingsSummaryTypeDef]

SpaceSharingSettingsSummary

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SpaceSharingSettingsSummaryTypeDef]

OwnershipSettingsSummary

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.OwnershipSettingsSummaryTypeDef]

SpaceDisplayName

• Type: typing.Optional[str]

SpaceJupyterLabAppSettingsOutputTypeDef

DefaultResourceSpec

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceSpecTypeDef]

CodeRepositories

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.CodeRepositoryTypeDef]]

SpaceJupyterLabAppSettingsTypeDef

DefaultResourceSpec

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceSpecTypeDef]

CodeRepositories

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.CodeRepositoryTypeDef]]

SpaceSettingsOutputTypeDef

JupyterServerAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.JupyterServerAppSettingsOutputTypeDef]

KernelGatewayAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.KernelGatewayAppSettingsOutputTypeDef]

CodeEditorAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SpaceCodeEditorAppSettingsTypeDef]

JupyterLabAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SpaceJupyterLabAppSettingsOutputTypeDef]

AppType

• Type: typing.Optional[typing.Literal['Canvas', 'CodeEditor', 'DetailedProfiler', 'JupyterLab', 'JupyterServer', 'KernelGateway', 'RSessionGateway', 'RStudioServerPro', 'TensorBoard']]

SpaceStorageSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SpaceStorageSettingsTypeDef]

CustomFileSystems

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.CustomFileSystemTypeDef]]

SpaceSettingsSummaryTypeDef

AppType

• Type: typing.Optional[typing.Literal['Canvas', 'CodeEditor', 'DetailedProfiler', 'JupyterLab', 'JupyterServer', 'KernelGateway', 'RSessionGateway', 'RStudioServerPro', 'TensorBoard']]

SpaceStorageSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SpaceStorageSettingsTypeDef]

SpaceSettingsTypeDef

JupyterServerAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.JupyterServerAppSettingsTypeDef]

KernelGatewayAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.KernelGatewayAppSettingsTypeDef]

CodeEditorAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SpaceCodeEditorAppSettingsTypeDef]

JupyterLabAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SpaceJupyterLabAppSettingsTypeDef]

AppType

• Type: typing.Optional[typing.Literal['Canvas', 'CodeEditor', 'DetailedProfiler', 'JupyterLab', 'JupyterServer', 'KernelGateway', 'RSessionGateway', 'RStudioServerPro', 'TensorBoard']]

SpaceStorageSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SpaceStorageSettingsTypeDef]

CustomFileSystems

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.CustomFileSystemTypeDef]]

SpaceSharingSettingsSummaryTypeDef

SharingType

• Type: typing.Optional[typing.Literal['Private', 'Shared']]

SpaceSharingSettingsTypeDef

SharingType

• Type: typing.Literal['Private', 'Shared']
• Required: Yes

SpaceStorageSettingsTypeDef

EbsStorageSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.EbsStorageSettingsTypeDef]

StairsTypeDef

DurationInSeconds

• Type: typing.Optional[int]

NumberOfSteps

• Type: typing.Optional[int]

UsersPerStep

• Type: typing.Optional[int]

StartEdgeDeploymentStageRequestRequestTypeDef

EdgeDeploymentPlanName

• Type:
• Required: Yes

StageName

• Type:
• Required: Yes

StartInferenceExperimentRequestRequestTypeDef

Name

• Type:
• Required: Yes

StartInferenceExperimentResponseTypeDef

InferenceExperimentArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StartMlflowTrackingServerRequestRequestTypeDef

TrackingServerName

• Type:
• Required: Yes

StartMlflowTrackingServerResponseTypeDef

TrackingServerArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StartMonitoringScheduleRequestRequestTypeDef

MonitoringScheduleName

• Type:
• Required: Yes

StartNotebookInstanceInputRequestTypeDef

NotebookInstanceName

• Type:
• Required: Yes

StartPipelineExecutionRequestRequestTypeDef

PipelineName

• Type:
• Required: Yes

ClientRequestToken

• Type:
• Required: Yes

PipelineExecutionDisplayName

• Type: typing.Optional[str]

PipelineParameters

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ParameterTypeDef]]

PipelineExecutionDescription

• Type: typing.Optional[str]

ParallelismConfiguration

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ParallelismConfigurationTypeDef]

SelectiveExecutionConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SelectiveExecutionConfigTypeDef]

StartPipelineExecutionResponseTypeDef

PipelineExecutionArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StopAutoMLJobRequestRequestTypeDef

AutoMLJobName

• Type:
• Required: Yes

StopCompilationJobRequestRequestTypeDef

CompilationJobName

• Type:
• Required: Yes

StopEdgeDeploymentStageRequestRequestTypeDef

EdgeDeploymentPlanName

• Type:
• Required: Yes

StageName

• Type:
• Required: Yes

StopEdgePackagingJobRequestRequestTypeDef

EdgePackagingJobName

• Type:
• Required: Yes

StopHyperParameterTuningJobRequestRequestTypeDef

HyperParameterTuningJobName

• Type:
• Required: Yes

StopInferenceExperimentRequestRequestTypeDef

Name

• Type:
• Required: Yes

ModelVariantActions

• Type: typing.Mapping[str, typing.Literal['Promote', 'Remove', 'Retain']]
• Required: Yes

DesiredModelVariants

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ModelVariantConfigTypeDef]]

DesiredState

• Type: typing.Optional[typing.Literal['Cancelled', 'Completed']]

Reason

• Type: typing.Optional[str]

StopInferenceExperimentResponseTypeDef

InferenceExperimentArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StopInferenceRecommendationsJobRequestRequestTypeDef

JobName

• Type:
• Required: Yes

StopLabelingJobRequestRequestTypeDef

LabelingJobName

• Type:
• Required: Yes

StopMlflowTrackingServerRequestRequestTypeDef

TrackingServerName

• Type:
• Required: Yes

StopMlflowTrackingServerResponseTypeDef

TrackingServerArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StopMonitoringScheduleRequestRequestTypeDef

MonitoringScheduleName

• Type:
• Required: Yes

StopNotebookInstanceInputRequestTypeDef

NotebookInstanceName

• Type:
• Required: Yes

StopOptimizationJobRequestRequestTypeDef

OptimizationJobName

• Type:
• Required: Yes

StopPipelineExecutionRequestRequestTypeDef

PipelineExecutionArn

• Type:
• Required: Yes

ClientRequestToken

• Type:
• Required: Yes

StopPipelineExecutionResponseTypeDef

PipelineExecutionArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StopProcessingJobRequestRequestTypeDef

ProcessingJobName

• Type:
• Required: Yes

StopTrainingJobRequestRequestTypeDef

TrainingJobName

• Type:
• Required: Yes

StopTransformJobRequestRequestTypeDef

TransformJobName

• Type:
• Required: Yes

StoppingConditionTypeDef

MaxRuntimeInSeconds

• Type: typing.Optional[int]

MaxWaitTimeInSeconds

• Type: typing.Optional[int]

MaxPendingTimeInSeconds

• Type: typing.Optional[int]

StudioLifecycleConfigDetailsTypeDef

StudioLifecycleConfigArn

• Type: typing.Optional[str]

StudioLifecycleConfigName

• Type: typing.Optional[str]

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

StudioLifecycleConfigAppType

• Type: typing.Optional[typing.Literal['CodeEditor', 'JupyterLab', 'JupyterServer', 'KernelGateway']]

StudioWebPortalSettingsOutputTypeDef

HiddenMlTools

• Type: typing.Optional[typing.List[typing.Literal['AutoMl', 'DataWrangler', 'EmrClusters', 'Endpoints', 'Experiments', 'FeatureStore', 'InferenceRecommender', 'JumpStart', 'ModelEvaluation', 'Models', 'Pipelines', 'Projects', 'Training']]]

HiddenAppTypes

• Type: typing.Optional[typing.List[typing.Literal['Canvas', 'CodeEditor', 'DetailedProfiler', 'JupyterLab', 'JupyterServer', 'KernelGateway', 'RSessionGateway', 'RStudioServerPro', 'TensorBoard']]]

StudioWebPortalSettingsTypeDef

HiddenMlTools

• Type: typing.Optional[typing.Sequence[typing.Literal['AutoMl', 'DataWrangler', 'EmrClusters', 'Endpoints', 'Experiments', 'FeatureStore', 'InferenceRecommender', 'JumpStart', 'ModelEvaluation', 'Models', 'Pipelines', 'Projects', 'Training']]]

HiddenAppTypes

• Type: typing.Optional[typing.Sequence[typing.Literal['Canvas', 'CodeEditor', 'DetailedProfiler', 'JupyterLab', 'JupyterServer', 'KernelGateway', 'RSessionGateway', 'RStudioServerPro', 'TensorBoard']]]

SubscribedWorkteamTypeDef

WorkteamArn

• Type:
• Required: Yes

MarketplaceTitle

• Type: typing.Optional[str]

SellerName

• Type: typing.Optional[str]

MarketplaceDescription

• Type: typing.Optional[str]

ListingId

• Type: typing.Optional[str]

SuggestionQueryTypeDef

PropertyNameQuery

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PropertyNameQueryTypeDef]

TabularJobConfigOutputTypeDef

TargetAttributeName

• Type:
• Required: Yes

CandidateGenerationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CandidateGenerationConfigOutputTypeDef]

CompletionCriteria

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLJobCompletionCriteriaTypeDef]

FeatureSpecificationS3Uri

• Type: typing.Optional[str]

Mode

• Type: typing.Optional[typing.Literal['AUTO', 'ENSEMBLING', 'HYPERPARAMETER_TUNING']]

GenerateCandidateDefinitionsOnly

• Type: typing.Optional[bool]

ProblemType

• Type: typing.Optional[typing.Literal['BinaryClassification', 'MulticlassClassification', 'Regression']]

SampleWeightAttributeName

• Type: typing.Optional[str]

TabularJobConfigTypeDef

TargetAttributeName

• Type:
• Required: Yes

CandidateGenerationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CandidateGenerationConfigTypeDef]

CompletionCriteria

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLJobCompletionCriteriaTypeDef]

FeatureSpecificationS3Uri

• Type: typing.Optional[str]

Mode

• Type: typing.Optional[typing.Literal['AUTO', 'ENSEMBLING', 'HYPERPARAMETER_TUNING']]

GenerateCandidateDefinitionsOnly

• Type: typing.Optional[bool]

ProblemType

• Type: typing.Optional[typing.Literal['BinaryClassification', 'MulticlassClassification', 'Regression']]

SampleWeightAttributeName

• Type: typing.Optional[str]

TabularResolvedAttributesTypeDef

ProblemType

• Type: typing.Optional[typing.Literal['BinaryClassification', 'MulticlassClassification', 'Regression']]

TagTypeDef

Key

• Type:
• Required: Yes

Value

• Type:
• Required: Yes

TargetPlatformTypeDef

Os

• Type: typing.Literal['ANDROID', 'LINUX']
• Required: Yes

Arch

• Type: typing.Literal['ARM64', 'ARM_EABI', 'ARM_EABIHF', 'X86', 'X86_64']
• Required: Yes

Accelerator

• Type: typing.Optional[typing.Literal['INTEL_GRAPHICS', 'MALI', 'NNA', 'NVIDIA']]

TargetTrackingScalingPolicyConfigurationTypeDef

MetricSpecification

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MetricSpecificationTypeDef]

TargetValue

• Type: typing.Optional[float]

TensorBoardAppSettingsTypeDef

DefaultResourceSpec

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceSpecTypeDef]

TensorBoardOutputConfigTypeDef

S3OutputPath

• Type:
• Required: Yes

LocalPath

• Type: typing.Optional[str]

TextClassificationJobConfigTypeDef

ContentColumn

• Type:
• Required: Yes

TargetLabelColumn

• Type:
• Required: Yes

CompletionCriteria

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLJobCompletionCriteriaTypeDef]

TextGenerationJobConfigOutputTypeDef

CompletionCriteria

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLJobCompletionCriteriaTypeDef]

BaseValidatorModelName

• Type: typing.Optional[str]

TextGenerationHyperParameters

• Type: typing.Optional[typing.Dict[str, str]]

ModelAccessConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelAccessConfigTypeDef]

TextGenerationJobConfigTypeDef

CompletionCriteria

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLJobCompletionCriteriaTypeDef]

BaseValidatorModelName

• Type: typing.Optional[str]

TextGenerationHyperParameters

• Type: typing.Optional[typing.Mapping[str, str]]

ModelAccessConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelAccessConfigTypeDef]

TextGenerationResolvedAttributesTypeDef

BaseValidatorModelName

• Type: typing.Optional[str]

ThroughputConfigDescriptionTypeDef

ThroughputMode

• Type: typing.Literal['OnDemand', 'Provisioned']
• Required: Yes

ProvisionedReadCapacityUnits

• Type: typing.Optional[int]

ProvisionedWriteCapacityUnits

• Type: typing.Optional[int]

ThroughputConfigTypeDef

ThroughputMode

• Type: typing.Literal['OnDemand', 'Provisioned']
• Required: Yes

ProvisionedReadCapacityUnits

• Type: typing.Optional[int]

ProvisionedWriteCapacityUnits

• Type: typing.Optional[int]

ThroughputConfigUpdateTypeDef

ThroughputMode

• Type: typing.Optional[typing.Literal['OnDemand', 'Provisioned']]

ProvisionedReadCapacityUnits

• Type: typing.Optional[int]

ProvisionedWriteCapacityUnits

• Type: typing.Optional[int]

TimeSeriesConfigOutputTypeDef

TargetAttributeName

• Type:
• Required: Yes

TimestampAttributeName

• Type:
• Required: Yes

ItemIdentifierAttributeName

• Type:
• Required: Yes

GroupingAttributeNames

• Type: typing.Optional[typing.List[str]]

TimeSeriesConfigTypeDef

TargetAttributeName

• Type:
• Required: Yes

TimestampAttributeName

• Type:
• Required: Yes

ItemIdentifierAttributeName

• Type:
• Required: Yes

GroupingAttributeNames

• Type: typing.Optional[typing.Sequence[str]]

TimeSeriesForecastingJobConfigOutputTypeDef

ForecastFrequency

• Type:
• Required: Yes

ForecastHorizon

• Type:
• Required: Yes

TimeSeriesConfig

• Type:
• Required: Yes

FeatureSpecificationS3Uri

• Type: typing.Optional[str]

CompletionCriteria

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLJobCompletionCriteriaTypeDef]

ForecastQuantiles

• Type: typing.Optional[typing.List[str]]

Transformations

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TimeSeriesTransformationsOutputTypeDef]

HolidayConfig

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.HolidayConfigAttributesTypeDef]]

CandidateGenerationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CandidateGenerationConfigOutputTypeDef]

TimeSeriesForecastingJobConfigTypeDef

ForecastFrequency

• Type:
• Required: Yes

ForecastHorizon

• Type:
• Required: Yes

TimeSeriesConfig

• Type:
• Required: Yes

FeatureSpecificationS3Uri

• Type: typing.Optional[str]

CompletionCriteria

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AutoMLJobCompletionCriteriaTypeDef]

ForecastQuantiles

• Type: typing.Optional[typing.Sequence[str]]

Transformations

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TimeSeriesTransformationsTypeDef]

HolidayConfig

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.HolidayConfigAttributesTypeDef]]

CandidateGenerationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CandidateGenerationConfigTypeDef]

TimeSeriesForecastingSettingsTypeDef

Status

• Type: typing.Optional[typing.Literal['DISABLED', 'ENABLED']]

AmazonForecastRoleArn

• Type: typing.Optional[str]

TimeSeriesTransformationsOutputTypeDef

Filling

• Type: typing.Optional[typing.Dict[str, typing.Dict[typing.Literal['backfill', 'backfill_value', 'frontfill', 'frontfill_value', 'futurefill', 'futurefill_value', 'middlefill', 'middlefill_value'], str]]]

Aggregation

• Type: typing.Optional[typing.Dict[str, typing.Literal['avg', 'first', 'max', 'min', 'sum']]]

TimeSeriesTransformationsTypeDef

Filling

• Type: typing.Optional[typing.Mapping[str, typing.Mapping[typing.Literal['backfill', 'backfill_value', 'frontfill', 'frontfill_value', 'futurefill', 'futurefill_value', 'middlefill', 'middlefill_value'], str]]]

Aggregation

• Type: typing.Optional[typing.Mapping[str, typing.Literal['avg', 'first', 'max', 'min', 'sum']]]

TrackingServerSummaryTypeDef

TrackingServerArn

• Type: typing.Optional[str]

TrackingServerName

• Type: typing.Optional[str]

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

TrackingServerStatus

• Type: typing.Optional[typing.Literal['CreateFailed', 'Created', 'Creating', 'DeleteFailed', 'Deleting', 'MaintenanceComplete', 'MaintenanceFailed', 'MaintenanceInProgress', 'StartFailed', 'Started', 'Starting', 'StopFailed', 'Stopped', 'Stopping', 'UpdateFailed', 'Updated', 'Updating']]

IsActive

• Type: typing.Optional[typing.Literal['Active', 'Inactive']]

MlflowVersion

• Type: typing.Optional[str]

TrafficPatternOutputTypeDef

TrafficType

• Type: typing.Optional[typing.Literal['PHASES', 'STAIRS']]

Phases

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.PhaseTypeDef]]

Stairs

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.StairsTypeDef]

TrafficPatternTypeDef

TrafficType

• Type: typing.Optional[typing.Literal['PHASES', 'STAIRS']]

Phases

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.PhaseTypeDef]]

Stairs

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.StairsTypeDef]

TrafficRoutingConfigTypeDef

Type

• Type: typing.Literal['ALL_AT_ONCE', 'CANARY', 'LINEAR']
• Required: Yes

WaitIntervalInSeconds

• Type:
• Required: Yes

CanarySize

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CapacitySizeTypeDef]

LinearStepSize

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CapacitySizeTypeDef]

TrainingImageConfigTypeDef

TrainingRepositoryAccessMode

• Type: typing.Literal['Platform', 'Vpc']
• Required: Yes

TrainingRepositoryAuthConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TrainingRepositoryAuthConfigTypeDef]

TrainingJobDefinitionOutputTypeDef

TrainingInputMode

• Type: typing.Literal['FastFile', 'File', 'Pipe']
• Required: Yes

InputDataConfig

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ChannelOutputTypeDef]
• Required: Yes

OutputDataConfig

• Type:
• Required: Yes

ResourceConfig

• Type:
• Required: Yes

StoppingCondition

• Type:
• Required: Yes

HyperParameters

• Type: typing.Optional[typing.Dict[str, str]]

TrainingJobDefinitionTypeDef

TrainingInputMode

• Type: typing.Literal['FastFile', 'File', 'Pipe']
• Required: Yes

InputDataConfig

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ChannelTypeDef]
• Required: Yes

OutputDataConfig

• Type:
• Required: Yes

ResourceConfig

• Type:
• Required: Yes

StoppingCondition

• Type:
• Required: Yes

HyperParameters

• Type: typing.Optional[typing.Mapping[str, str]]

TrainingJobStatusCountersTypeDef

Completed

• Type: typing.Optional[int]

InProgress

• Type: typing.Optional[int]

RetryableError

• Type: typing.Optional[int]

NonRetryableError

• Type: typing.Optional[int]

Stopped

• Type: typing.Optional[int]

TrainingJobStepMetadataTypeDef

Arn

• Type: typing.Optional[str]

TrainingJobSummaryTypeDef

TrainingJobName

• Type:
• Required: Yes

TrainingJobArn

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

TrainingJobStatus

• Type: typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']
• Required: Yes

TrainingEndTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

WarmPoolStatus

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.WarmPoolStatusTypeDef]

TrainingJobTypeDef

TrainingJobName

• Type: typing.Optional[str]

TrainingJobArn

• Type: typing.Optional[str]

TuningJobArn

• Type: typing.Optional[str]

LabelingJobArn

• Type: typing.Optional[str]

AutoMLJobArn

• Type: typing.Optional[str]

ModelArtifacts

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelArtifactsTypeDef]

TrainingJobStatus

• Type: typing.Optional[typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']]

SecondaryStatus

• Type: typing.Optional[typing.Literal['Completed', 'Downloading', 'DownloadingTrainingImage', 'Failed', 'Interrupted', 'LaunchingMLInstances', 'MaxRuntimeExceeded', 'MaxWaitTimeExceeded', 'Pending', 'PreparingTrainingStack', 'Restarting', 'Starting', 'Stopped', 'Stopping', 'Training', 'Updating', 'Uploading']]

FailureReason

• Type: typing.Optional[str]

HyperParameters

• Type: typing.Optional[typing.Dict[str, str]]

AlgorithmSpecification

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AlgorithmSpecificationOutputTypeDef]

RoleArn

• Type: typing.Optional[str]

InputDataConfig

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ChannelOutputTypeDef]]

OutputDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.OutputDataConfigTypeDef]

ResourceConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceConfigOutputTypeDef]

VpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.VpcConfigOutputTypeDef]

StoppingCondition

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.StoppingConditionTypeDef]

CreationTime

• Type: typing.Optional[datetime.datetime]

TrainingStartTime

• Type: typing.Optional[datetime.datetime]

TrainingEndTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

SecondaryStatusTransitions

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.SecondaryStatusTransitionTypeDef]]

FinalMetricDataList

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.MetricDataTypeDef]]

EnableNetworkIsolation

• Type: typing.Optional[bool]

EnableInterContainerTrafficEncryption

• Type: typing.Optional[bool]

EnableManagedSpotTraining

• Type: typing.Optional[bool]

CheckpointConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CheckpointConfigTypeDef]

TrainingTimeInSeconds

• Type: typing.Optional[int]

BillableTimeInSeconds

• Type: typing.Optional[int]

DebugHookConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DebugHookConfigOutputTypeDef]

ExperimentConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ExperimentConfigTypeDef]

DebugRuleConfigurations

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.DebugRuleConfigurationOutputTypeDef]]

TensorBoardOutputConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TensorBoardOutputConfigTypeDef]

DebugRuleEvaluationStatuses

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.DebugRuleEvaluationStatusTypeDef]]

ProfilerConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProfilerConfigOutputTypeDef]

Environment

• Type: typing.Optional[typing.Dict[str, str]]

RetryStrategy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RetryStrategyTypeDef]

Tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

TrainingRepositoryAuthConfigTypeDef

TrainingRepositoryCredentialsProviderArn

• Type:
• Required: Yes

TrainingSpecificationOutputTypeDef

TrainingImage

• Type:
• Required: Yes

SupportedTrainingInstanceTypes

• Type: typing.List[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.c5n.18xlarge', 'ml.c5n.2xlarge', 'ml.c5n.4xlarge', 'ml.c5n.9xlarge', 'ml.c5n.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m6i.12xlarge', 'ml.m6i.16xlarge', 'ml.m6i.24xlarge', 'ml.m6i.2xlarge', 'ml.m6i.32xlarge', 'ml.m6i.4xlarge', 'ml.m6i.8xlarge', 'ml.m6i.large', 'ml.m6i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p3dn.24xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']]
• Required: Yes

TrainingChannels

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ChannelSpecificationOutputTypeDef]
• Required: Yes

TrainingImageDigest

• Type: typing.Optional[str]

SupportedHyperParameters

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterSpecificationOutputTypeDef]]

SupportsDistributedTraining

• Type: typing.Optional[bool]

MetricDefinitions

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.MetricDefinitionTypeDef]]

SupportedTuningJobObjectiveMetrics

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTuningJobObjectiveTypeDef]]

AdditionalS3DataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AdditionalS3DataSourceTypeDef]

TrainingSpecificationTypeDef

TrainingImage

• Type:
• Required: Yes

SupportedTrainingInstanceTypes

• Type: typing.Sequence[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.c5n.18xlarge', 'ml.c5n.2xlarge', 'ml.c5n.4xlarge', 'ml.c5n.9xlarge', 'ml.c5n.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m6i.12xlarge', 'ml.m6i.16xlarge', 'ml.m6i.24xlarge', 'ml.m6i.2xlarge', 'ml.m6i.32xlarge', 'ml.m6i.4xlarge', 'ml.m6i.8xlarge', 'ml.m6i.large', 'ml.m6i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p3dn.24xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']]
• Required: Yes

TrainingChannels

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ChannelSpecificationTypeDef]
• Required: Yes

TrainingImageDigest

• Type: typing.Optional[str]

SupportedHyperParameters

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterSpecificationTypeDef]]

SupportsDistributedTraining

• Type: typing.Optional[bool]

MetricDefinitions

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.MetricDefinitionTypeDef]]

SupportedTuningJobObjectiveMetrics

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.HyperParameterTuningJobObjectiveTypeDef]]

AdditionalS3DataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.AdditionalS3DataSourceTypeDef]

TransformDataSourceTypeDef

S3DataSource

• Type:
• Required: Yes

TransformInputTypeDef

DataSource

• Type:
• Required: Yes

ContentType

• Type: typing.Optional[str]

CompressionType

• Type: typing.Optional[typing.Literal['Gzip', 'None']]

SplitType

• Type: typing.Optional[typing.Literal['Line', 'None', 'RecordIO', 'TFRecord']]

TransformJobDefinitionExtraOutputTypeDef

TransformInput

• Type:
• Required: Yes

TransformOutput

• Type:
• Required: Yes

TransformResources

• Type:
• Required: Yes

MaxConcurrentTransforms

• Type: typing.Optional[int]

MaxPayloadInMB

• Type: typing.Optional[int]

BatchStrategy

• Type: typing.Optional[typing.Literal['MultiRecord', 'SingleRecord']]

Environment

• Type: typing.Optional[typing.Dict[str, str]]

TransformJobDefinitionOutputTypeDef

TransformInput

• Type:
• Required: Yes

TransformOutput

• Type:
• Required: Yes

TransformResources

• Type:
• Required: Yes

MaxConcurrentTransforms

• Type: typing.Optional[int]

MaxPayloadInMB

• Type: typing.Optional[int]

BatchStrategy

• Type: typing.Optional[typing.Literal['MultiRecord', 'SingleRecord']]

Environment

• Type: typing.Optional[typing.Dict[str, str]]

TransformJobDefinitionTypeDef

TransformInput

• Type:
• Required: Yes

TransformOutput

• Type:
• Required: Yes

TransformResources

• Type:
• Required: Yes

MaxConcurrentTransforms

• Type: typing.Optional[int]

MaxPayloadInMB

• Type: typing.Optional[int]

BatchStrategy

• Type: typing.Optional[typing.Literal['MultiRecord', 'SingleRecord']]

Environment

• Type: typing.Optional[typing.Mapping[str, str]]

TransformJobStepMetadataTypeDef

Arn

• Type: typing.Optional[str]

TransformJobSummaryTypeDef

TransformJobName

• Type:
• Required: Yes

TransformJobArn

• Type:
• Required: Yes

CreationTime

• Type:
• Required: Yes

TransformJobStatus

• Type: typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']
• Required: Yes

TransformEndTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

FailureReason

• Type: typing.Optional[str]

TransformJobTypeDef

TransformJobName

• Type: typing.Optional[str]

TransformJobArn

• Type: typing.Optional[str]

TransformJobStatus

• Type: typing.Optional[typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']]

FailureReason

• Type: typing.Optional[str]

ModelName

• Type: typing.Optional[str]

MaxConcurrentTransforms

• Type: typing.Optional[int]

ModelClientConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelClientConfigTypeDef]

MaxPayloadInMB

• Type: typing.Optional[int]

BatchStrategy

• Type: typing.Optional[typing.Literal['MultiRecord', 'SingleRecord']]

Environment

• Type: typing.Optional[typing.Dict[str, str]]

TransformInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TransformInputTypeDef]

TransformOutput

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TransformOutputTypeDef]

DataCaptureConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.BatchDataCaptureConfigTypeDef]

TransformResources

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TransformResourcesTypeDef]

CreationTime

• Type: typing.Optional[datetime.datetime]

TransformStartTime

• Type: typing.Optional[datetime.datetime]

TransformEndTime

• Type: typing.Optional[datetime.datetime]

LabelingJobArn

• Type: typing.Optional[str]

AutoMLJobArn

• Type: typing.Optional[str]

DataProcessing

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DataProcessingTypeDef]

ExperimentConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ExperimentConfigTypeDef]

Tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

TransformOutputTypeDef

S3OutputPath

• Type:
• Required: Yes

Accept

• Type: typing.Optional[str]

AssembleWith

• Type: typing.Optional[typing.Literal['Line', 'None']]

KmsKeyId

• Type: typing.Optional[str]

TransformResourcesTypeDef

InstanceType

• Type: typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m6i.12xlarge', 'ml.m6i.16xlarge', 'ml.m6i.24xlarge', 'ml.m6i.2xlarge', 'ml.m6i.32xlarge', 'ml.m6i.4xlarge', 'ml.m6i.8xlarge', 'ml.m6i.large', 'ml.m6i.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.r6i.12xlarge', 'ml.r6i.16xlarge', 'ml.r6i.24xlarge', 'ml.r6i.2xlarge', 'ml.r6i.32xlarge', 'ml.r6i.4xlarge', 'ml.r6i.8xlarge', 'ml.r6i.large', 'ml.r6i.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge']
• Required: Yes

InstanceCount

• Type:
• Required: Yes

VolumeKmsKeyId

• Type: typing.Optional[str]

TransformS3DataSourceTypeDef

S3DataType

• Type: typing.Literal['AugmentedManifestFile', 'ManifestFile', 'S3Prefix']
• Required: Yes

S3Uri

• Type:
• Required: Yes

TrialComponentArtifactTypeDef

Value

• Type:
• Required: Yes

MediaType

• Type: typing.Optional[str]

TrialComponentMetricSummaryTypeDef

MetricName

• Type: typing.Optional[str]

SourceArn

• Type: typing.Optional[str]

TimeStamp

• Type: typing.Optional[datetime.datetime]

Max

• Type: typing.Optional[float]

Min

• Type: typing.Optional[float]

Last

• Type: typing.Optional[float]

Count

• Type: typing.Optional[int]

Avg

• Type: typing.Optional[float]

StdDev

• Type: typing.Optional[float]

TrialComponentParameterValueTypeDef

StringValue

• Type: typing.Optional[str]

NumberValue

• Type: typing.Optional[float]

TrialComponentSimpleSummaryTypeDef

TrialComponentName

• Type: typing.Optional[str]

TrialComponentArn

• Type: typing.Optional[str]

TrialComponentSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentSourceTypeDef]

CreationTime

• Type: typing.Optional[datetime.datetime]

CreatedBy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserContextTypeDef]

TrialComponentSourceDetailTypeDef

SourceArn

• Type: typing.Optional[str]

TrainingJob

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TrainingJobTypeDef]

ProcessingJob

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProcessingJobTypeDef]

TransformJob

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TransformJobTypeDef]

TrialComponentSourceTypeDef

SourceArn

• Type:
• Required: Yes

SourceType

• Type: typing.Optional[str]

TrialComponentStatusTypeDef

PrimaryStatus

• Type: typing.Optional[typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping']]

Message

• Type: typing.Optional[str]

TrialComponentSummaryTypeDef

TrialComponentName

• Type: typing.Optional[str]

TrialComponentArn

• Type: typing.Optional[str]

DisplayName

• Type: typing.Optional[str]

TrialComponentSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentSourceTypeDef]

Status

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentStatusTypeDef]

StartTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

CreationTime

• Type: typing.Optional[datetime.datetime]

CreatedBy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserContextTypeDef]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

LastModifiedBy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserContextTypeDef]

TrialComponentTypeDef

TrialComponentName

• Type: typing.Optional[str]

DisplayName

• Type: typing.Optional[str]

TrialComponentArn

• Type: typing.Optional[str]

Source

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentSourceTypeDef]

Status

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentStatusTypeDef]

StartTime

• Type: typing.Optional[datetime.datetime]

EndTime

• Type: typing.Optional[datetime.datetime]

CreationTime

• Type: typing.Optional[datetime.datetime]

CreatedBy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserContextTypeDef]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

LastModifiedBy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserContextTypeDef]

Parameters

• Type: typing.Optional[typing.Dict[str, aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentParameterValueTypeDef]]

InputArtifacts

• Type: typing.Optional[typing.Dict[str, aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentArtifactTypeDef]]

OutputArtifacts

• Type: typing.Optional[typing.Dict[str, aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentArtifactTypeDef]]

Metrics

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentMetricSummaryTypeDef]]

MetadataProperties

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MetadataPropertiesTypeDef]

SourceDetail

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentSourceDetailTypeDef]

LineageGroupArn

• Type: typing.Optional[str]

Tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

Parents

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.ParentTypeDef]]

RunName

• Type: typing.Optional[str]

TrialSourceTypeDef

SourceArn

• Type:
• Required: Yes

SourceType

• Type: typing.Optional[str]

TrialSummaryTypeDef

TrialArn

• Type: typing.Optional[str]

TrialName

• Type: typing.Optional[str]

DisplayName

• Type: typing.Optional[str]

TrialSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TrialSourceTypeDef]

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

TrialTypeDef

TrialName

• Type: typing.Optional[str]

TrialArn

• Type: typing.Optional[str]

DisplayName

• Type: typing.Optional[str]

ExperimentName

• Type: typing.Optional[str]

Source

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TrialSourceTypeDef]

CreationTime

• Type: typing.Optional[datetime.datetime]

CreatedBy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserContextTypeDef]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

LastModifiedBy

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserContextTypeDef]

MetadataProperties

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.MetadataPropertiesTypeDef]

Tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

TrialComponentSummaries

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentSimpleSummaryTypeDef]]

TtlDurationTypeDef

Unit

• Type: typing.Optional[typing.Literal['Days', 'Hours', 'Minutes', 'Seconds', 'Weeks']]

Value

• Type: typing.Optional[int]

TuningJobCompletionCriteriaTypeDef

TargetObjectiveMetricValue

• Type: typing.Optional[float]

BestObjectiveNotImproving

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.BestObjectiveNotImprovingTypeDef]

ConvergenceDetected

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ConvergenceDetectedTypeDef]

TuningJobStepMetaDataTypeDef

Arn

• Type: typing.Optional[str]

USDTypeDef

Dollars

• Type: typing.Optional[int]

Cents

• Type: typing.Optional[int]

TenthFractionsOfACent

• Type: typing.Optional[int]

UiConfigTypeDef

UiTemplateS3Uri

• Type: typing.Optional[str]

HumanTaskUiArn

• Type: typing.Optional[str]

UiTemplateInfoTypeDef

Url

• Type: typing.Optional[str]

ContentSha256

• Type: typing.Optional[str]

UiTemplateTypeDef

Content

• Type:
• Required: Yes

UpdateActionRequestRequestTypeDef

ActionName

• Type:
• Required: Yes

Description

• Type: typing.Optional[str]

Status

• Type: typing.Optional[typing.Literal['Completed', 'Failed', 'InProgress', 'Stopped', 'Stopping', 'Unknown']]

Properties

• Type: typing.Optional[typing.Mapping[str, str]]

PropertiesToRemove

• Type: typing.Optional[typing.Sequence[str]]

UpdateActionResponseTypeDef

ActionArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateAppImageConfigRequestRequestTypeDef

AppImageConfigName

• Type:
• Required: Yes

KernelGatewayImageConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.KernelGatewayImageConfigTypeDef]

JupyterLabAppImageConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.JupyterLabAppImageConfigTypeDef]

CodeEditorAppImageConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CodeEditorAppImageConfigTypeDef]

UpdateAppImageConfigResponseTypeDef

AppImageConfigArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateArtifactRequestRequestTypeDef

ArtifactArn

• Type:
• Required: Yes

ArtifactName

• Type: typing.Optional[str]

Properties

• Type: typing.Optional[typing.Mapping[str, str]]

PropertiesToRemove

• Type: typing.Optional[typing.Sequence[str]]

UpdateArtifactResponseTypeDef

ArtifactArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateClusterRequestRequestTypeDef

ClusterName

• Type:
• Required: Yes

InstanceGroups

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ClusterInstanceGroupSpecificationTypeDef]
• Required: Yes

UpdateClusterResponseTypeDef

ClusterArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateClusterSoftwareRequestRequestTypeDef

ClusterName

• Type:
• Required: Yes

UpdateClusterSoftwareResponseTypeDef

ClusterArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateCodeRepositoryInputRequestTypeDef

CodeRepositoryName

• Type:
• Required: Yes

GitConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.GitConfigForUpdateTypeDef]

UpdateCodeRepositoryOutputTypeDef

CodeRepositoryArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateContextRequestRequestTypeDef

ContextName

• Type:
• Required: Yes

Description

• Type: typing.Optional[str]

Properties

• Type: typing.Optional[typing.Mapping[str, str]]

PropertiesToRemove

• Type: typing.Optional[typing.Sequence[str]]

UpdateContextResponseTypeDef

ContextArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateDeviceFleetRequestRequestTypeDef

DeviceFleetName

• Type:
• Required: Yes

OutputConfig

• Type:
• Required: Yes

RoleArn

• Type: typing.Optional[str]

Description

• Type: typing.Optional[str]

EnableIotRoleAlias

• Type: typing.Optional[bool]

UpdateDevicesRequestRequestTypeDef

DeviceFleetName

• Type:
• Required: Yes

Devices

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.DeviceTypeDef]
• Required: Yes

UpdateDomainRequestRequestTypeDef

DomainId

• Type:
• Required: Yes

DefaultUserSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserSettingsTypeDef]

DomainSettingsForUpdate

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DomainSettingsForUpdateTypeDef]

AppSecurityGroupManagement

• Type: typing.Optional[typing.Literal['Customer', 'Service']]

DefaultSpaceSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DefaultSpaceSettingsTypeDef]

SubnetIds

• Type: typing.Optional[typing.Sequence[str]]

AppNetworkAccessType

• Type: typing.Optional[typing.Literal['PublicInternetOnly', 'VpcOnly']]

UpdateDomainResponseTypeDef

DomainArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateEndpointInputRequestTypeDef

EndpointName

• Type:
• Required: Yes

EndpointConfigName

• Type:
• Required: Yes

RetainAllVariantProperties

• Type: typing.Optional[bool]

ExcludeRetainedVariantProperties

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.VariantPropertyTypeDef]]

DeploymentConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DeploymentConfigTypeDef]

RetainDeploymentConfig

• Type: typing.Optional[bool]

UpdateEndpointOutputTypeDef

EndpointArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateEndpointWeightsAndCapacitiesInputRequestTypeDef

EndpointName

• Type:
• Required: Yes

DesiredWeightsAndCapacities

• Type: typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.DesiredWeightAndCapacityTypeDef]
• Required: Yes

UpdateEndpointWeightsAndCapacitiesOutputTypeDef

EndpointArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateExperimentRequestRequestTypeDef

ExperimentName

• Type:
• Required: Yes

DisplayName

• Type: typing.Optional[str]

Description

• Type: typing.Optional[str]

UpdateExperimentResponseTypeDef

ExperimentArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateFeatureGroupRequestRequestTypeDef

FeatureGroupName

• Type:
• Required: Yes

FeatureAdditions

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.FeatureDefinitionTypeDef]]

OnlineStoreConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.OnlineStoreConfigUpdateTypeDef]

ThroughputConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ThroughputConfigUpdateTypeDef]

UpdateFeatureGroupResponseTypeDef

FeatureGroupArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateFeatureMetadataRequestRequestTypeDef

FeatureGroupName

• Type:
• Required: Yes

FeatureName

• Type:
• Required: Yes

Description

• Type: typing.Optional[str]

ParameterAdditions

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.FeatureParameterTypeDef]]

ParameterRemovals

• Type: typing.Optional[typing.Sequence[str]]

UpdateHubRequestRequestTypeDef

HubName

• Type:
• Required: Yes

HubDescription

• Type: typing.Optional[str]

HubDisplayName

• Type: typing.Optional[str]

HubSearchKeywords

• Type: typing.Optional[typing.Sequence[str]]

UpdateHubResponseTypeDef

HubArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateImageRequestRequestTypeDef

ImageName

• Type:
• Required: Yes

DeleteProperties

• Type: typing.Optional[typing.Sequence[str]]

Description

• Type: typing.Optional[str]

DisplayName

• Type: typing.Optional[str]

RoleArn

• Type: typing.Optional[str]

UpdateImageResponseTypeDef

ImageArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateImageVersionRequestRequestTypeDef

ImageName

• Type:
• Required: Yes

Alias

• Type: typing.Optional[str]

Version

• Type: typing.Optional[int]

AliasesToAdd

• Type: typing.Optional[typing.Sequence[str]]

AliasesToDelete

• Type: typing.Optional[typing.Sequence[str]]

VendorGuidance

• Type: typing.Optional[typing.Literal['ARCHIVED', 'NOT_PROVIDED', 'STABLE', 'TO_BE_ARCHIVED']]

JobType

• Type: typing.Optional[typing.Literal['INFERENCE', 'NOTEBOOK_KERNEL', 'TRAINING']]

MLFramework

• Type: typing.Optional[str]

ProgrammingLang

• Type: typing.Optional[str]

Processor

• Type: typing.Optional[typing.Literal['CPU', 'GPU']]

Horovod

• Type: typing.Optional[bool]

ReleaseNotes

• Type: typing.Optional[str]

UpdateImageVersionResponseTypeDef

ImageVersionArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateInferenceComponentInputRequestTypeDef

InferenceComponentName

• Type:
• Required: Yes

Specification

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceComponentSpecificationTypeDef]

RuntimeConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceComponentRuntimeConfigTypeDef]

UpdateInferenceComponentOutputTypeDef

InferenceComponentArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateInferenceComponentRuntimeConfigInputRequestTypeDef

InferenceComponentName

• Type:
• Required: Yes

DesiredRuntimeConfig

• Type:
• Required: Yes

UpdateInferenceComponentRuntimeConfigOutputTypeDef

InferenceComponentArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateInferenceExperimentRequestRequestTypeDef

Name

• Type:
• Required: Yes

Schedule

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceExperimentScheduleTypeDef]

Description

• Type: typing.Optional[str]

ModelVariants

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.ModelVariantConfigTypeDef]]

DataStorageConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceExperimentDataStorageConfigTypeDef]

ShadowModeConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ShadowModeConfigTypeDef]

UpdateInferenceExperimentResponseTypeDef

InferenceExperimentArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateMlflowTrackingServerRequestRequestTypeDef

TrackingServerName

• Type:
• Required: Yes

ArtifactStoreUri

• Type: typing.Optional[str]

TrackingServerSize

• Type: typing.Optional[typing.Literal['Large', 'Medium', 'Small']]

AutomaticModelRegistration

• Type: typing.Optional[bool]

WeeklyMaintenanceWindowStart

• Type: typing.Optional[str]

UpdateMlflowTrackingServerResponseTypeDef

TrackingServerArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateModelCardRequestRequestTypeDef

ModelCardName

• Type:
• Required: Yes

Content

• Type: typing.Optional[str]

ModelCardStatus

• Type: typing.Optional[typing.Literal['Approved', 'Archived', 'Draft', 'PendingReview']]

UpdateModelCardResponseTypeDef

ModelCardArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateModelPackageInputRequestTypeDef

ModelPackageArn

• Type:
• Required: Yes

ModelApprovalStatus

• Type: typing.Optional[typing.Literal['Approved', 'PendingManualApproval', 'Rejected']]

ApprovalDescription

• Type: typing.Optional[str]

CustomerMetadataProperties

• Type: typing.Optional[typing.Mapping[str, str]]

CustomerMetadataPropertiesToRemove

• Type: typing.Optional[typing.Sequence[str]]

AdditionalInferenceSpecificationsToAdd

• Type: typing.Optional[typing.Sequence[typing.Union[aws_resource_validator.pydantic_models.sagemaker_classes.AdditionalInferenceSpecificationDefinitionTypeDef, aws_resource_validator.pydantic_models.sagemaker_classes.AdditionalInferenceSpecificationDefinitionExtraOutputTypeDef]]]

InferenceSpecification

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.InferenceSpecificationTypeDef]

SourceUri

• Type: typing.Optional[str]

ModelCard

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ModelPackageModelCardTypeDef]

UpdateModelPackageOutputTypeDef

ModelPackageArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateMonitoringAlertRequestRequestTypeDef

MonitoringScheduleName

• Type:
• Required: Yes

MonitoringAlertName

• Type:
• Required: Yes

DatapointsToAlert

• Type:
• Required: Yes

EvaluationPeriod

• Type:
• Required: Yes

UpdateMonitoringAlertResponseTypeDef

MonitoringScheduleArn

• Type:
• Required: Yes

MonitoringAlertName

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateMonitoringScheduleRequestRequestTypeDef

MonitoringScheduleName

• Type:
• Required: Yes

MonitoringScheduleConfig

• Type:
• Required: Yes

UpdateMonitoringScheduleResponseTypeDef

MonitoringScheduleArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateNotebookInstanceInputRequestTypeDef

NotebookInstanceName

• Type:
• Required: Yes

InstanceType

• Type: typing.Optional[typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.c5d.18xlarge', 'ml.c5d.2xlarge', 'ml.c5d.4xlarge', 'ml.c5d.9xlarge', 'ml.c5d.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.large', 'ml.c6i.xlarge', 'ml.c6id.12xlarge', 'ml.c6id.16xlarge', 'ml.c6id.24xlarge', 'ml.c6id.2xlarge', 'ml.c6id.32xlarge', 'ml.c6id.4xlarge', 'ml.c6id.8xlarge', 'ml.c6id.large', 'ml.c6id.xlarge', 'ml.c7i.12xlarge', 'ml.c7i.16xlarge', 'ml.c7i.24xlarge', 'ml.c7i.2xlarge', 'ml.c7i.48xlarge', 'ml.c7i.4xlarge', 'ml.c7i.8xlarge', 'ml.c7i.large', 'ml.c7i.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.inf1.24xlarge', 'ml.inf1.2xlarge', 'ml.inf1.6xlarge', 'ml.inf1.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.xlarge', 'ml.m5d.12xlarge', 'ml.m5d.16xlarge', 'ml.m5d.24xlarge', 'ml.m5d.2xlarge', 'ml.m5d.4xlarge', 'ml.m5d.8xlarge', 'ml.m5d.large', 'ml.m5d.xlarge', 'ml.m6i.12xlarge', 'ml.m6i.16xlarge', 'ml.m6i.24xlarge', 'ml.m6i.2xlarge', 'ml.m6i.32xlarge', 'ml.m6i.4xlarge', 'ml.m6i.8xlarge', 'ml.m6i.large', 'ml.m6i.xlarge', 'ml.m6id.12xlarge', 'ml.m6id.16xlarge', 'ml.m6id.24xlarge', 'ml.m6id.2xlarge', 'ml.m6id.32xlarge', 'ml.m6id.4xlarge', 'ml.m6id.8xlarge', 'ml.m6id.large', 'ml.m6id.xlarge', 'ml.m7i.12xlarge', 'ml.m7i.16xlarge', 'ml.m7i.24xlarge', 'ml.m7i.2xlarge', 'ml.m7i.48xlarge', 'ml.m7i.4xlarge', 'ml.m7i.8xlarge', 'ml.m7i.large', 'ml.m7i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p3dn.24xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.r5.12xlarge', 'ml.r5.16xlarge', 'ml.r5.24xlarge', 'ml.r5.2xlarge', 'ml.r5.4xlarge', 'ml.r5.8xlarge', 'ml.r5.large', 'ml.r5.xlarge', 'ml.r6i.12xlarge', 'ml.r6i.16xlarge', 'ml.r6i.24xlarge', 'ml.r6i.2xlarge', 'ml.r6i.32xlarge', 'ml.r6i.4xlarge', 'ml.r6i.8xlarge', 'ml.r6i.large', 'ml.r6i.xlarge', 'ml.r6id.12xlarge', 'ml.r6id.16xlarge', 'ml.r6id.24xlarge', 'ml.r6id.2xlarge', 'ml.r6id.32xlarge', 'ml.r6id.4xlarge', 'ml.r6id.8xlarge', 'ml.r6id.large', 'ml.r6id.xlarge', 'ml.r7i.12xlarge', 'ml.r7i.16xlarge', 'ml.r7i.24xlarge', 'ml.r7i.2xlarge', 'ml.r7i.48xlarge', 'ml.r7i.4xlarge', 'ml.r7i.8xlarge', 'ml.r7i.large', 'ml.r7i.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge']]

RoleArn

• Type: typing.Optional[str]

LifecycleConfigName

• Type: typing.Optional[str]

DisassociateLifecycleConfig

• Type: typing.Optional[bool]

VolumeSizeInGB

• Type: typing.Optional[int]

DefaultCodeRepository

• Type: typing.Optional[str]

AdditionalCodeRepositories

• Type: typing.Optional[typing.Sequence[str]]

AcceleratorTypes

• Type: typing.Optional[typing.Sequence[typing.Literal['ml.eia1.large', 'ml.eia1.medium', 'ml.eia1.xlarge', 'ml.eia2.large', 'ml.eia2.medium', 'ml.eia2.xlarge']]]

DisassociateAcceleratorTypes

• Type: typing.Optional[bool]

DisassociateDefaultCodeRepository

• Type: typing.Optional[bool]

DisassociateAdditionalCodeRepositories

• Type: typing.Optional[bool]

RootAccess

• Type: typing.Optional[typing.Literal['Disabled', 'Enabled']]

InstanceMetadataServiceConfiguration

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.InstanceMetadataServiceConfigurationTypeDef]

UpdateNotebookInstanceLifecycleConfigInputRequestTypeDef

NotebookInstanceLifecycleConfigName

• Type:
• Required: Yes

OnCreate

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.NotebookInstanceLifecycleHookTypeDef]]

OnStart

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.NotebookInstanceLifecycleHookTypeDef]]

UpdatePipelineExecutionRequestRequestTypeDef

PipelineExecutionArn

• Type:
• Required: Yes

PipelineExecutionDescription

• Type: typing.Optional[str]

PipelineExecutionDisplayName

• Type: typing.Optional[str]

ParallelismConfiguration

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ParallelismConfigurationTypeDef]

UpdatePipelineExecutionResponseTypeDef

PipelineExecutionArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdatePipelineRequestRequestTypeDef

PipelineName

• Type:
• Required: Yes

PipelineDisplayName

• Type: typing.Optional[str]

PipelineDefinition

• Type: typing.Optional[str]

PipelineDefinitionS3Location

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.PipelineDefinitionS3LocationTypeDef]

PipelineDescription

• Type: typing.Optional[str]

RoleArn

• Type: typing.Optional[str]

ParallelismConfiguration

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ParallelismConfigurationTypeDef]

UpdatePipelineResponseTypeDef

PipelineArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateProjectInputRequestTypeDef

ProjectName

• Type:
• Required: Yes

ProjectDescription

• Type: typing.Optional[str]

ServiceCatalogProvisioningUpdateDetails

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ServiceCatalogProvisioningUpdateDetailsTypeDef]

Tags

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.TagTypeDef]]

UpdateProjectOutputTypeDef

ProjectArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateSpaceRequestRequestTypeDef

DomainId

• Type:
• Required: Yes

SpaceName

• Type:
• Required: Yes

SpaceSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SpaceSettingsTypeDef]

SpaceDisplayName

• Type: typing.Optional[str]

UpdateSpaceResponseTypeDef

SpaceArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateTrainingJobRequestRequestTypeDef

TrainingJobName

• Type:
• Required: Yes

ProfilerConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ProfilerConfigForUpdateTypeDef]

ProfilerRuleConfigurations

• Type: typing.Optional[typing.Sequence[typing.Union[aws_resource_validator.pydantic_models.sagemaker_classes.ProfilerRuleConfigurationTypeDef, aws_resource_validator.pydantic_models.sagemaker_classes.ProfilerRuleConfigurationOutputTypeDef]]]

ResourceConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.ResourceConfigForUpdateTypeDef]

RemoteDebugConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RemoteDebugConfigForUpdateTypeDef]

UpdateTrainingJobResponseTypeDef

TrainingJobArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateTrialComponentRequestRequestTypeDef

TrialComponentName

• Type:
• Required: Yes

DisplayName

• Type: typing.Optional[str]

Status

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentStatusTypeDef]

StartTime

• Type: typing.Union[datetime.datetime, str, NoneType]

EndTime

• Type: typing.Union[datetime.datetime, str, NoneType]

Parameters

• Type: typing.Optional[typing.Mapping[str, aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentParameterValueTypeDef]]

ParametersToRemove

• Type: typing.Optional[typing.Sequence[str]]

InputArtifacts

• Type: typing.Optional[typing.Mapping[str, aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentArtifactTypeDef]]

InputArtifactsToRemove

• Type: typing.Optional[typing.Sequence[str]]

OutputArtifacts

• Type: typing.Optional[typing.Mapping[str, aws_resource_validator.pydantic_models.sagemaker_classes.TrialComponentArtifactTypeDef]]

OutputArtifactsToRemove

• Type: typing.Optional[typing.Sequence[str]]

UpdateTrialComponentResponseTypeDef

TrialComponentArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateTrialRequestRequestTypeDef

TrialName

• Type:
• Required: Yes

DisplayName

• Type: typing.Optional[str]

UpdateTrialResponseTypeDef

TrialArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateUserProfileRequestRequestTypeDef

DomainId

• Type:
• Required: Yes

UserProfileName

• Type:
• Required: Yes

UserSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.UserSettingsTypeDef]

UpdateUserProfileResponseTypeDef

UserProfileArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateWorkforceRequestRequestTypeDef

WorkforceName

• Type:
• Required: Yes

SourceIpConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SourceIpConfigTypeDef]

OidcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.OidcConfigTypeDef]

WorkforceVpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.WorkforceVpcConfigRequestTypeDef]

UpdateWorkforceResponseTypeDef

Workforce

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateWorkteamRequestRequestTypeDef

WorkteamName

• Type:
• Required: Yes

MemberDefinitions

• Type: typing.Optional[typing.Sequence[typing.Union[aws_resource_validator.pydantic_models.sagemaker_classes.MemberDefinitionTypeDef, aws_resource_validator.pydantic_models.sagemaker_classes.MemberDefinitionExtraOutputTypeDef]]]

Description

• Type: typing.Optional[str]

NotificationConfiguration

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.NotificationConfigurationTypeDef]

WorkerAccessConfiguration

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.WorkerAccessConfigurationTypeDef]

UpdateWorkteamResponseTypeDef

Workteam

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UserContextTypeDef

UserProfileArn

• Type: typing.Optional[str]

UserProfileName

• Type: typing.Optional[str]

DomainId

• Type: typing.Optional[str]

IamIdentity

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.IamIdentityTypeDef]

UserProfileDetailsTypeDef

DomainId

• Type: typing.Optional[str]

UserProfileName

• Type: typing.Optional[str]

Status

• Type: typing.Optional[typing.Literal['Delete_Failed', 'Deleting', 'Failed', 'InService', 'Pending', 'Update_Failed', 'Updating']]

CreationTime

• Type: typing.Optional[datetime.datetime]

LastModifiedTime

• Type: typing.Optional[datetime.datetime]

UserSettingsOutputTypeDef

ExecutionRole

• Type: typing.Optional[str]

SecurityGroups

• Type: typing.Optional[typing.List[str]]

SharingSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SharingSettingsTypeDef]

JupyterServerAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.JupyterServerAppSettingsOutputTypeDef]

KernelGatewayAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.KernelGatewayAppSettingsOutputTypeDef]

TensorBoardAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TensorBoardAppSettingsTypeDef]

RStudioServerProAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RStudioServerProAppSettingsTypeDef]

RSessionAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RSessionAppSettingsOutputTypeDef]

CanvasAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CanvasAppSettingsOutputTypeDef]

CodeEditorAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CodeEditorAppSettingsOutputTypeDef]

JupyterLabAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.JupyterLabAppSettingsOutputTypeDef]

SpaceStorageSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DefaultSpaceStorageSettingsTypeDef]

DefaultLandingUri

• Type: typing.Optional[str]

StudioWebPortal

• Type: typing.Optional[typing.Literal['DISABLED', 'ENABLED']]

CustomPosixUserConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CustomPosixUserConfigTypeDef]

CustomFileSystemConfigs

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.CustomFileSystemConfigTypeDef]]

StudioWebPortalSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.StudioWebPortalSettingsOutputTypeDef]

UserSettingsTypeDef

ExecutionRole

• Type: typing.Optional[str]

SecurityGroups

• Type: typing.Optional[typing.Sequence[str]]

SharingSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SharingSettingsTypeDef]

JupyterServerAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.JupyterServerAppSettingsTypeDef]

KernelGatewayAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.KernelGatewayAppSettingsTypeDef]

TensorBoardAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.TensorBoardAppSettingsTypeDef]

RStudioServerProAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RStudioServerProAppSettingsTypeDef]

RSessionAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.RSessionAppSettingsTypeDef]

CanvasAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CanvasAppSettingsTypeDef]

CodeEditorAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CodeEditorAppSettingsTypeDef]

JupyterLabAppSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.JupyterLabAppSettingsTypeDef]

SpaceStorageSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.DefaultSpaceStorageSettingsTypeDef]

DefaultLandingUri

• Type: typing.Optional[str]

StudioWebPortal

• Type: typing.Optional[typing.Literal['DISABLED', 'ENABLED']]

CustomPosixUserConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CustomPosixUserConfigTypeDef]

CustomFileSystemConfigs

• Type: typing.Optional[typing.Sequence[aws_resource_validator.pydantic_models.sagemaker_classes.CustomFileSystemConfigTypeDef]]

StudioWebPortalSettings

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.StudioWebPortalSettingsTypeDef]

VariantPropertyTypeDef

VariantPropertyType

• Type: typing.Literal['DataCaptureConfig', 'DesiredInstanceCount', 'DesiredWeight']
• Required: Yes

VectorConfigTypeDef

Dimension

• Type:
• Required: Yes

VertexTypeDef

Arn

• Type: typing.Optional[str]

Type

• Type: typing.Optional[str]

LineageType

• Type: typing.Optional[typing.Literal['Action', 'Artifact', 'Context', 'TrialComponent']]

VisibilityConditionsTypeDef

Key

• Type: typing.Optional[str]

Value

• Type: typing.Optional[str]

VpcConfigExtraOutputTypeDef

SecurityGroupIds

• Type: typing.List[str]
• Required: Yes

Subnets

• Type: typing.List[str]
• Required: Yes

VpcConfigOutputTypeDef

SecurityGroupIds

• Type: typing.List[str]
• Required: Yes

Subnets

• Type: typing.List[str]
• Required: Yes

VpcConfigTypeDef

SecurityGroupIds

• Type: typing.Sequence[str]
• Required: Yes

Subnets

• Type: typing.Sequence[str]
• Required: Yes

WaiterConfigTypeDef

Delay

• Type: typing.Optional[int]

MaxAttempts

• Type: typing.Optional[int]

WarmPoolStatusTypeDef

Status

• Type: typing.Literal['Available', 'InUse', 'Reused', 'Terminated']
• Required: Yes

ResourceRetainedBillableTimeInSeconds

• Type: typing.Optional[int]

ReusedByJob

• Type: typing.Optional[str]

WorkerAccessConfigurationTypeDef

S3Presign

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.S3PresignTypeDef]

WorkforceTypeDef

WorkforceName

• Type:
• Required: Yes

WorkforceArn

• Type:
• Required: Yes

LastUpdatedDate

• Type: typing.Optional[datetime.datetime]

SourceIpConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.SourceIpConfigOutputTypeDef]

SubDomain

• Type: typing.Optional[str]

CognitoConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.CognitoConfigTypeDef]

OidcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.OidcConfigForResponseTypeDef]

CreateDate

• Type: typing.Optional[datetime.datetime]

WorkforceVpcConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.WorkforceVpcConfigResponseTypeDef]

Status

• Type: typing.Optional[typing.Literal['Active', 'Deleting', 'Failed', 'Initializing', 'Updating']]

FailureReason

• Type: typing.Optional[str]

WorkforceVpcConfigRequestTypeDef

VpcId

• Type: typing.Optional[str]

SecurityGroupIds

• Type: typing.Optional[typing.Sequence[str]]

Subnets

• Type: typing.Optional[typing.Sequence[str]]

WorkforceVpcConfigResponseTypeDef

VpcId

• Type:
• Required: Yes

SecurityGroupIds

• Type: typing.List[str]
• Required: Yes

Subnets

• Type: typing.List[str]
• Required: Yes

VpcEndpointId

• Type: typing.Optional[str]

WorkspaceSettingsTypeDef

S3ArtifactPath

• Type: typing.Optional[str]

S3KmsKeyId

• Type: typing.Optional[str]

WorkteamTypeDef

WorkteamName

• Type:
• Required: Yes

MemberDefinitions

• Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_classes.MemberDefinitionOutputTypeDef]
• Required: Yes

WorkteamArn

• Type:
• Required: Yes

Description

• Type:
• Required: Yes

WorkforceArn

• Type: typing.Optional[str]

ProductListingIds

• Type: typing.Optional[typing.List[str]]

SubDomain

• Type: typing.Optional[str]

CreateDate

• Type: typing.Optional[datetime.datetime]

LastUpdatedDate

• Type: typing.Optional[datetime.datetime]

NotificationConfiguration

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.NotificationConfigurationTypeDef]

WorkerAccessConfiguration

• Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker_classes.WorkerAccessConfigurationTypeDef]