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Sagemaker Classes

ActionSource

SourceUri

  • Type:
  • Required: Yes

SourceType

  • Type: typing.Optional[str]

SourceId

  • Type: typing.Optional[str]

ActionSummary

ActionArn

  • Type: typing.Optional[str]

ActionName

  • Type: typing.Optional[str]

Source

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ActionSource]

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]

AddAssociationRequest

SourceArn

  • Type:
  • Required: Yes

DestinationArn

  • Type:
  • Required: Yes

AssociationType

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

AddAssociationResponse

SourceArn

  • Type:
  • Required: Yes

DestinationArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

AddTagsInput

ResourceArn

  • Type:
  • Required: Yes

Tags

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

AddTagsOutput

Tags

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

ResponseMetadata

  • Type:
  • Required: Yes

AdditionalInferenceSpecificationDefinition

Name

  • Type:
  • Required: Yes

Containers

  • Type: typing.List[typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelPackageContainerDefinition, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelPackageContainerDefinitionOutput]]
  • 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.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.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', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge']]]

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.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.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.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.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.p5e.48xlarge', 'ml.p5en.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.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', 'ml.r8g.12xlarge', 'ml.r8g.16xlarge', 'ml.r8g.24xlarge', 'ml.r8g.2xlarge', 'ml.r8g.48xlarge', 'ml.r8g.4xlarge', 'ml.r8g.8xlarge', 'ml.r8g.large', 'ml.r8g.medium', 'ml.r8g.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge', 'ml.trn2.48xlarge']]]

SupportedContentTypes

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

SupportedResponseMIMETypes

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

AdditionalInferenceSpecificationDefinitionOutput

Name

  • Type:
  • Required: Yes

Containers

  • Type: typing.List[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelPackageContainerDefinitionOutput]
  • 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.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.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', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge']]]

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.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.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.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.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.p5e.48xlarge', 'ml.p5en.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.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', 'ml.r8g.12xlarge', 'ml.r8g.16xlarge', 'ml.r8g.24xlarge', 'ml.r8g.2xlarge', 'ml.r8g.48xlarge', 'ml.r8g.4xlarge', 'ml.r8g.8xlarge', 'ml.r8g.large', 'ml.r8g.medium', 'ml.r8g.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge', 'ml.trn2.48xlarge']]]

SupportedContentTypes

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

SupportedResponseMIMETypes

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

AdditionalModelDataSource

ChannelName

  • Type:
  • Required: Yes

S3DataSource

  • Type:
  • Required: Yes

AdditionalS3DataSource

S3DataType

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

S3Uri

  • Type:
  • Required: Yes

CompressionType

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

ETag

  • Type: typing.Optional[str]

AgentVersion

Version

  • Type:
  • Required: Yes

AgentCount

  • Type:
  • Required: Yes

Alarm

AlarmName

  • Type: typing.Optional[str]

AlgorithmSpecification

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.sagemaker_classes.MetricDefinition]]

EnableSageMakerMetricsTimeSeries

  • Type: typing.Optional[bool]

ContainerEntrypoint

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

ContainerArguments

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

TrainingImageConfig

  • Type:

AlgorithmSpecificationOutput

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.sagemaker_classes.MetricDefinition]]

EnableSageMakerMetricsTimeSeries

  • Type: typing.Optional[bool]

ContainerEntrypoint

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

ContainerArguments

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

TrainingImageConfig

  • Type:

AlgorithmStatusDetails

ValidationStatuses

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

ImageScanStatuses

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

AlgorithmStatusItem

Name

  • Type:
  • Required: Yes

Status

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

FailureReason

  • Type: typing.Optional[str]

AlgorithmSummary

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]

AlgorithmValidationProfile

ProfileName

  • Type:
  • Required: Yes

TrainingJobDefinition

  • Type:
  • Required: Yes

TransformJobDefinition

  • Type:

AlgorithmValidationProfileOutput

ProfileName

  • Type:
  • Required: Yes

TrainingJobDefinition

  • Type:
  • Required: Yes

TransformJobDefinition

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TransformJobDefinitionOutput]

AlgorithmValidationSpecification

ValidationRole

  • Type:
  • Required: Yes

ValidationProfiles

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

AlgorithmValidationSpecificationOutput

ValidationRole

  • Type:
  • Required: Yes

ValidationProfiles

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

AmazonQSettings

Status

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

QProfileArn

  • Type: typing.Optional[str]

AnnotationConsolidationConfig

AnnotationConsolidationLambdaArn

  • Type:
  • Required: Yes

AppDetails

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:

AppImageConfigDetails

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.sagemaker_classes.KernelGatewayImageConfigOutput]

JupyterLabAppImageConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.JupyterLabAppImageConfigOutput]

CodeEditorAppImageConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.CodeEditorAppImageConfigOutput]

AppLifecycleManagement

IdleSettings

  • Type:

AppSpecification

ImageUri

  • Type:
  • Required: Yes

ContainerEntrypoint

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

ContainerArguments

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

AppSpecificationOutput

ImageUri

  • Type:
  • Required: Yes

ContainerEntrypoint

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

ContainerArguments

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

ArtifactSource

SourceUri

  • Type:
  • Required: Yes

SourceTypes

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

ArtifactSourceOutput

SourceUri

  • Type:
  • Required: Yes

SourceTypes

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

ArtifactSourceType

SourceIdType

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

Value

  • Type:
  • Required: Yes

ArtifactSummary

ArtifactArn

  • Type: typing.Optional[str]

ArtifactName

  • Type: typing.Optional[str]

Source

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ArtifactSourceOutput]

ArtifactType

  • Type: typing.Optional[str]

CreationTime

  • Type: typing.Optional[datetime.datetime]

LastModifiedTime

  • Type: typing.Optional[datetime.datetime]

AssociateTrialComponentRequest

TrialComponentName

  • Type:
  • Required: Yes

TrialName

  • Type:
  • Required: Yes

AssociateTrialComponentResponse

TrialComponentArn

  • Type:
  • Required: Yes

TrialArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

AssociationSummary

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.sagemaker_classes.UserContext]

AsyncInferenceClientConfig

MaxConcurrentInvocationsPerInstance

  • Type: typing.Optional[int]

AsyncInferenceConfig

OutputConfig

  • Type:
  • Required: Yes

ClientConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AsyncInferenceClientConfig]

AsyncInferenceConfigOutput

OutputConfig

  • Type:
  • Required: Yes

ClientConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AsyncInferenceClientConfig]

AsyncInferenceNotificationConfig

SuccessTopic

  • Type: typing.Optional[str]

ErrorTopic

  • Type: typing.Optional[str]

IncludeInferenceResponseIn

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

AsyncInferenceNotificationConfigOutput

SuccessTopic

  • Type: typing.Optional[str]

ErrorTopic

  • Type: typing.Optional[str]

IncludeInferenceResponseIn

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

AsyncInferenceOutputConfig

KmsKeyId

  • Type: typing.Optional[str]

S3OutputPath

  • Type: typing.Optional[str]

NotificationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AsyncInferenceNotificationConfig]

S3FailurePath

  • Type: typing.Optional[str]

AsyncInferenceOutputConfigOutput

KmsKeyId

  • Type: typing.Optional[str]

S3OutputPath

  • Type: typing.Optional[str]

NotificationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AsyncInferenceNotificationConfigOutput]

S3FailurePath

  • Type: typing.Optional[str]

AthenaDatasetDefinition

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']]

AutoMLAlgorithmConfig

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

AutoMLAlgorithmConfigOutput

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

AutoMLCandidate

CandidateName

  • Type:
  • Required: Yes

ObjectiveStatus

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

CandidateSteps

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

CandidateStatus

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

CreationTime

  • Type:
  • Required: Yes

LastModifiedTime

  • Type:
  • Required: Yes

FinalAutoMLJobObjectiveMetric

  • Type:

InferenceContainers

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

EndTime

  • Type: typing.Optional[datetime.datetime]

FailureReason

  • Type: typing.Optional[str]

CandidateProperties

  • Type:

InferenceContainerDefinitions

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

AutoMLCandidateGenerationConfig

FeatureSpecificationS3Uri

  • Type: typing.Optional[str]

AlgorithmsConfig

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

AutoMLCandidateGenerationConfigOutput

FeatureSpecificationS3Uri

  • Type: typing.Optional[str]

AlgorithmsConfig

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

AutoMLCandidateStep

CandidateStepType

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

CandidateStepArn

  • Type:
  • Required: Yes

CandidateStepName

  • Type:
  • Required: Yes

AutoMLChannel

TargetAttributeName

  • Type:
  • Required: Yes

DataSource

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLDataSource]

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]

AutoMLComputeConfig

EmrServerlessComputeConfig

  • Type:

AutoMLContainerDefinition

Image

  • Type:
  • Required: Yes

ModelDataUrl

  • Type:
  • Required: Yes

Environment

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

AutoMLDataSource

S3DataSource

  • Type:
  • Required: Yes

AutoMLDataSplitConfig

ValidationFraction

  • Type: typing.Optional[float]

AutoMLJobArtifacts

CandidateDefinitionNotebookLocation

  • Type: typing.Optional[str]

DataExplorationNotebookLocation

  • Type: typing.Optional[str]

AutoMLJobChannel

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.sagemaker_classes.AutoMLDataSource]

AutoMLJobCompletionCriteria

MaxCandidates

  • Type: typing.Optional[int]

MaxRuntimePerTrainingJobInSeconds

  • Type: typing.Optional[int]

MaxAutoMLJobRuntimeInSeconds

  • Type: typing.Optional[int]

AutoMLJobConfig

CompletionCriteria

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLJobCompletionCriteria]

SecurityConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLSecurityConfig]

CandidateGenerationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLCandidateGenerationConfig]

DataSplitConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLDataSplitConfig]

Mode

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

AutoMLJobConfigOutput

CompletionCriteria

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLJobCompletionCriteria]

SecurityConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLSecurityConfigOutput]

CandidateGenerationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLCandidateGenerationConfigOutput]

DataSplitConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLDataSplitConfig]

Mode

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

AutoMLJobObjective

MetricName

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

AutoMLJobStepMetadata

Arn

  • Type: typing.Optional[str]

AutoMLJobSummary

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.sagemaker_classes.AutoMLPartialFailureReason]]

AutoMLOutputDataConfig

S3OutputPath

  • Type:
  • Required: Yes

KmsKeyId

  • Type: typing.Optional[str]

AutoMLPartialFailureReason

PartialFailureMessage

  • Type: typing.Optional[str]

AutoMLProblemTypeConfig

ImageClassificationJobConfig

  • Type:

TextClassificationJobConfig

  • Type:

TimeSeriesForecastingJobConfig

  • Type:

TabularJobConfig

  • Type:

TextGenerationJobConfig

  • Type:

AutoMLProblemTypeConfigOutput

ImageClassificationJobConfig

  • Type:

TextClassificationJobConfig

  • Type:

TimeSeriesForecastingJobConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TimeSeriesForecastingJobConfigOutput]

TabularJobConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TabularJobConfigOutput]

TextGenerationJobConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TextGenerationJobConfigOutput]

AutoMLProblemTypeResolvedAttributes

TabularResolvedAttributes

  • Type:

TextGenerationResolvedAttributes

  • Type:

AutoMLResolvedAttributes

AutoMLJobObjective

  • Type:

CompletionCriteria

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLJobCompletionCriteria]

AutoMLProblemTypeResolvedAttributes

  • Type:

AutoMLS3DataSource

S3DataType

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

S3Uri

  • Type:
  • Required: Yes

AutoMLSecurityConfig

VolumeKmsKeyId

  • Type: typing.Optional[str]

EnableInterContainerTrafficEncryption

  • Type: typing.Optional[bool]

VpcConfig

  • Type:

AutoMLSecurityConfigOutput

VolumeKmsKeyId

  • Type: typing.Optional[str]

EnableInterContainerTrafficEncryption

  • Type: typing.Optional[bool]

VpcConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.VpcConfigOutput]

AutoParameter

Name

  • Type:
  • Required: Yes

ValueHint

  • Type:
  • Required: Yes

AutoRollbackConfig

Alarms

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

AutoRollbackConfigOutput

Alarms

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

Autotune

Mode

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

BaseValidatorModel

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

BatchDataCaptureConfig

DestinationS3Uri

  • Type:
  • Required: Yes

KmsKeyId

  • Type: typing.Optional[str]

GenerateInferenceId

  • Type: typing.Optional[bool]

BatchDeleteClusterNodesError

Code

  • Type: typing.Literal['InvalidNodeStatus', 'NodeIdInUse', 'NodeIdNotFound']
  • Required: Yes

Message

  • Type:
  • Required: Yes

NodeId

  • Type:
  • Required: Yes

BatchDeleteClusterNodesRequest

ClusterName

  • Type:
  • Required: Yes

NodeIds

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

BatchDeleteClusterNodesResponse

Failed

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

Successful

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

ResponseMetadata

  • Type:
  • Required: Yes

BatchDescribeModelPackageError

ErrorCode

  • Type:
  • Required: Yes

ErrorResponse

  • Type:
  • Required: Yes

BatchDescribeModelPackageInput

ModelPackageArnList

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

BatchDescribeModelPackageOutput

ModelPackageSummaries

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

BatchDescribeModelPackageErrorMap

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

ResponseMetadata

  • Type:
  • Required: Yes

BatchDescribeModelPackageSummary

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']]

BatchTransformInput

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]

BatchTransformInputOutput

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]

BestObjectiveNotImproving

MaxNumberOfTrainingJobsNotImproving

  • Type: typing.Optional[int]

Bias

Report

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MetricsSource]

PreTrainingReport

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MetricsSource]

PostTrainingReport

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MetricsSource]

BlueGreenUpdatePolicy

TrafficRoutingConfiguration

  • Type:
  • Required: Yes

TerminationWaitInSeconds

  • Type: typing.Optional[int]

MaximumExecutionTimeoutInSeconds

  • Type: typing.Optional[int]

CacheHitResult

SourcePipelineExecutionArn

  • Type: typing.Optional[str]

CallbackStepMetadata

CallbackToken

  • Type: typing.Optional[str]

SqsQueueUrl

  • Type: typing.Optional[str]

OutputParameters

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

CandidateArtifactLocations

Explainability

  • Type:
  • Required: Yes

ModelInsights

  • Type: typing.Optional[str]

BacktestResults

  • Type: typing.Optional[str]

CandidateGenerationConfig

AlgorithmsConfig

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

CandidateGenerationConfigOutput

AlgorithmsConfig

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

CandidateProperties

CandidateArtifactLocations

  • Type:

CandidateMetrics

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

CanvasAppSettings

TimeSeriesForecastingSettings

  • Type:

ModelRegisterSettings

  • Type:

WorkspaceSettings

  • Type:

IdentityProviderOAuthSettings

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

DirectDeploySettings

  • Type:

KendraSettings

  • Type:

GenerativeAiSettings

  • Type:

EmrServerlessSettings

  • Type:

CanvasAppSettingsOutput

TimeSeriesForecastingSettings

  • Type:

ModelRegisterSettings

  • Type:

WorkspaceSettings

  • Type:

IdentityProviderOAuthSettings

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

DirectDeploySettings

  • Type:

KendraSettings

  • Type:

GenerativeAiSettings

  • Type:

EmrServerlessSettings

  • Type:

CapacitySize

Type

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

Value

  • Type:
  • Required: Yes

CaptureContentTypeHeader

CsvContentTypes

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

JsonContentTypes

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

CaptureContentTypeHeaderOutput

CsvContentTypes

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

JsonContentTypes

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

CaptureOption

CaptureMode

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

CategoricalParameter

Name

  • Type:
  • Required: Yes

Value

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

CategoricalParameterOutput

Name

  • Type:
  • Required: Yes

Value

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

CategoricalParameterRange

Name

  • Type:
  • Required: Yes

Values

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

CategoricalParameterRangeOutput

Name

  • Type:
  • Required: Yes

Values

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

CategoricalParameterRangeSpecification

Values

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

CategoricalParameterRangeSpecificationOutput

Values

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

Channel

ChannelName

  • Type:
  • Required: Yes

DataSource

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DataSource, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DataSourceOutput]
  • 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:

ChannelOutput

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:

ChannelSpecification

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']]]

ChannelSpecificationOutput

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']]]

CheckpointConfig

S3Uri

  • Type:
  • Required: Yes

LocalPath

  • Type: typing.Optional[str]

ClarifyCheckStepMetadata

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]

ClarifyExplainerConfig

ShapConfig

  • Type:
  • Required: Yes

EnableExplanations

  • Type: typing.Optional[str]

InferenceConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ClarifyInferenceConfig]

ClarifyExplainerConfigOutput

ShapConfig

  • Type:
  • Required: Yes

EnableExplanations

  • Type: typing.Optional[str]

InferenceConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ClarifyInferenceConfigOutput]

ClarifyInferenceConfig

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']]]

ClarifyInferenceConfigOutput

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']]]

ClarifyShapBaselineConfig

MimeType

  • Type: typing.Optional[str]

ShapBaseline

  • Type: typing.Optional[str]

ShapBaselineUri

  • Type: typing.Optional[str]

ClarifyShapConfig

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.sagemaker_classes.ClarifyTextConfig]

ClarifyTextConfig

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

ClusterEbsVolumeConfig

VolumeSizeInGB

  • Type:
  • Required: Yes

ClusterInstanceGroupDetails

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.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.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.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.xlarge', 'ml.gr6.4xlarge', 'ml.gr6.8xlarge', '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.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.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.p5e.48xlarge', 'ml.p5en.48xlarge', '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.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge', 'ml.trn2.48xlarge']]

LifeCycleConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ClusterLifeCycleConfig]

ExecutionRole

  • Type: typing.Optional[str]

ThreadsPerCore

  • Type: typing.Optional[int]

InstanceStorageConfigs

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

OnStartDeepHealthChecks

  • Type: typing.Optional[typing.List[typing.Literal['InstanceConnectivity', 'InstanceStress']]]

Status

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

TrainingPlanArn

  • Type: typing.Optional[str]

TrainingPlanStatus

  • Type: typing.Optional[str]

OverrideVpcConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.VpcConfigOutput]

ClusterInstanceGroupSpecification

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.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.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.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.xlarge', 'ml.gr6.4xlarge', 'ml.gr6.8xlarge', '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.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.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.p5e.48xlarge', 'ml.p5en.48xlarge', '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.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge', 'ml.trn2.48xlarge']
  • Required: Yes

LifeCycleConfig

  • Type:
  • Required: Yes

ExecutionRole

  • Type:
  • Required: Yes

ThreadsPerCore

  • Type: typing.Optional[int]

InstanceStorageConfigs

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

OnStartDeepHealthChecks

  • Type: typing.Optional[typing.List[typing.Literal['InstanceConnectivity', 'InstanceStress']]]

TrainingPlanArn

  • Type: typing.Optional[str]

OverrideVpcConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.VpcConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.VpcConfigOutput, NoneType]

ClusterInstancePlacement

AvailabilityZone

  • Type: typing.Optional[str]

AvailabilityZoneId

  • Type: typing.Optional[str]

ClusterInstanceStatusDetails

Status

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

Message

  • Type: typing.Optional[str]

ClusterInstanceStorageConfig

EbsVolumeConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ClusterEbsVolumeConfig]

ClusterLifeCycleConfig

SourceS3Uri

  • Type:
  • Required: Yes

OnCreate

  • Type:
  • Required: Yes

ClusterNodeDetails

InstanceGroupName

  • Type: typing.Optional[str]

InstanceId

  • Type: typing.Optional[str]

InstanceStatus

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ClusterInstanceStatusDetails]

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.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.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.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.xlarge', 'ml.gr6.4xlarge', 'ml.gr6.8xlarge', '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.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.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.p5e.48xlarge', 'ml.p5en.48xlarge', '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.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge', 'ml.trn2.48xlarge']]

LaunchTime

  • Type: typing.Optional[datetime.datetime]

LifeCycleConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ClusterLifeCycleConfig]

OverrideVpcConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.VpcConfigOutput]

ThreadsPerCore

  • Type: typing.Optional[int]

InstanceStorageConfigs

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

PrivatePrimaryIp

  • Type: typing.Optional[str]

PrivatePrimaryIpv6

  • Type: typing.Optional[str]

PrivateDnsHostname

  • Type: typing.Optional[str]

Placement

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ClusterInstancePlacement]

ClusterNodeSummary

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.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.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.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.xlarge', 'ml.gr6.4xlarge', 'ml.gr6.8xlarge', '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.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.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.p5e.48xlarge', 'ml.p5en.48xlarge', '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.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge', 'ml.trn2.48xlarge']
  • Required: Yes

LaunchTime

  • Type:
  • Required: Yes

InstanceStatus

  • Type:
  • Required: Yes

ClusterOrchestrator

Eks

  • Type:
  • Required: Yes

ClusterOrchestratorEksConfig

ClusterArn

  • Type:
  • Required: Yes

ClusterSchedulerConfigSummary

ClusterSchedulerConfigArn

  • Type:
  • Required: Yes

ClusterSchedulerConfigId

  • Type:
  • Required: Yes

Name

  • Type:
  • Required: Yes

CreationTime

  • Type:
  • Required: Yes

Status

  • Type: typing.Literal['CreateFailed', 'CreateRollbackFailed', 'Created', 'Creating', 'DeleteFailed', 'DeleteRollbackFailed', 'Deleted', 'Deleting', 'UpdateFailed', 'UpdateRollbackFailed', 'Updated', 'Updating']
  • Required: Yes

ClusterSchedulerConfigVersion

  • Type: typing.Optional[int]

LastModifiedTime

  • Type: typing.Optional[datetime.datetime]

ClusterArn

  • Type: typing.Optional[str]

ClusterSummary

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

TrainingPlanArns

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

CodeEditorAppImageConfig

FileSystemConfig

  • Type:

ContainerConfig

  • Type:

CodeEditorAppImageConfigOutput

FileSystemConfig

  • Type:

ContainerConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ContainerConfigOutput]

CodeEditorAppSettings

DefaultResourceSpec

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ResourceSpec]

CustomImages

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

LifecycleConfigArns

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

AppLifecycleManagement

  • Type:

BuiltInLifecycleConfigArn

  • Type: typing.Optional[str]

CodeEditorAppSettingsOutput

DefaultResourceSpec

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ResourceSpec]

CustomImages

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

LifecycleConfigArns

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

AppLifecycleManagement

  • Type:

BuiltInLifecycleConfigArn

  • Type: typing.Optional[str]

CodeRepository

RepositoryUrl

  • Type:
  • Required: Yes

CodeRepositorySummary

CodeRepositoryName

  • Type:
  • Required: Yes

CodeRepositoryArn

  • Type:
  • Required: Yes

CreationTime

  • Type:
  • Required: Yes

LastModifiedTime

  • Type:
  • Required: Yes

GitConfig

  • Type:

CognitoConfig

UserPool

  • Type:
  • Required: Yes

ClientId

  • Type:
  • Required: Yes

CognitoMemberDefinition

UserPool

  • Type:
  • Required: Yes

UserGroup

  • Type:
  • Required: Yes

ClientId

  • Type:
  • Required: Yes

CollectionConfig

VectorConfig

  • Type:

CollectionConfiguration

CollectionName

  • Type: typing.Optional[str]

CollectionParameters

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

CollectionConfigurationOutput

CollectionName

  • Type: typing.Optional[str]

CollectionParameters

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

CompilationJobSummary

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]

ComputeQuotaConfig

ComputeQuotaResources

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

ResourceSharingConfig

  • Type:

PreemptTeamTasks

  • Type: typing.Optional[typing.Literal['LowerPriority', 'Never']]

ComputeQuotaConfigOutput

ComputeQuotaResources

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

ResourceSharingConfig

  • Type:

PreemptTeamTasks

  • Type: typing.Optional[typing.Literal['LowerPriority', 'Never']]

ComputeQuotaResourceConfig

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.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.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.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.xlarge', 'ml.gr6.4xlarge', 'ml.gr6.8xlarge', '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.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.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.p5e.48xlarge', 'ml.p5en.48xlarge', '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.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge', 'ml.trn2.48xlarge']
  • Required: Yes

Count

  • Type:
  • Required: Yes

ComputeQuotaSummary

ComputeQuotaArn

  • Type:
  • Required: Yes

ComputeQuotaId

  • Type:
  • Required: Yes

Name

  • Type:
  • Required: Yes

Status

  • Type: typing.Literal['CreateFailed', 'CreateRollbackFailed', 'Created', 'Creating', 'DeleteFailed', 'DeleteRollbackFailed', 'Deleted', 'Deleting', 'UpdateFailed', 'UpdateRollbackFailed', 'Updated', 'Updating']
  • Required: Yes

ComputeQuotaTarget

  • Type:
  • Required: Yes

CreationTime

  • Type:
  • Required: Yes

ComputeQuotaVersion

  • Type: typing.Optional[int]

ClusterArn

  • Type: typing.Optional[str]

ComputeQuotaConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ComputeQuotaConfigOutput]

ActivationState

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

LastModifiedTime

  • Type: typing.Optional[datetime.datetime]

ComputeQuotaTarget

TeamName

  • Type:
  • Required: Yes

FairShareWeight

  • Type: typing.Optional[int]

ConditionStepMetadata

Outcome

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

ContainerConfig

ContainerArguments

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

ContainerEntrypoint

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

ContainerEnvironmentVariables

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

ContainerConfigOutput

ContainerArguments

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

ContainerEntrypoint

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

ContainerEnvironmentVariables

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

ContainerDefinition

ContainerHostname

  • Type: typing.Optional[str]

Image

  • Type: typing.Optional[str]

ImageConfig

  • Type:

Mode

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

ModelDataUrl

  • Type: typing.Optional[str]

ModelDataSource

  • Type:

AdditionalModelDataSources

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

Environment

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

ModelPackageName

  • Type: typing.Optional[str]

InferenceSpecificationName

  • Type: typing.Optional[str]

MultiModelConfig

  • Type:

ContainerDefinitionOutput

ContainerHostname

  • Type: typing.Optional[str]

Image

  • Type: typing.Optional[str]

ImageConfig

  • Type:

Mode

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

ModelDataUrl

  • Type: typing.Optional[str]

ModelDataSource

  • Type:

AdditionalModelDataSources

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

Environment

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

ModelPackageName

  • Type: typing.Optional[str]

InferenceSpecificationName

  • Type: typing.Optional[str]

MultiModelConfig

  • Type:

ContextSource

SourceUri

  • Type:
  • Required: Yes

SourceType

  • Type: typing.Optional[str]

SourceId

  • Type: typing.Optional[str]

ContextSummary

ContextArn

  • Type: typing.Optional[str]

ContextName

  • Type: typing.Optional[str]

Source

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ContextSource]

ContextType

  • Type: typing.Optional[str]

CreationTime

  • Type: typing.Optional[datetime.datetime]

LastModifiedTime

  • Type: typing.Optional[datetime.datetime]

ContinuousParameterRange

Name

  • Type:
  • Required: Yes

MinValue

  • Type:
  • Required: Yes

MaxValue

  • Type:
  • Required: Yes

ScalingType

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

ContinuousParameterRangeSpecification

MinValue

  • Type:
  • Required: Yes

MaxValue

  • Type:
  • Required: Yes

ConvergenceDetected

CompleteOnConvergence

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

CreateActionRequest

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.Dict[str, str]]

MetadataProperties

  • Type:

Tags

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

CreateActionResponse

ActionArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateAlgorithmInput

AlgorithmName

  • Type:
  • Required: Yes

TrainingSpecification

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TrainingSpecification, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TrainingSpecificationOutput]
  • Required: Yes

AlgorithmDescription

  • Type: typing.Optional[str]

InferenceSpecification

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceSpecification, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceSpecificationOutput, NoneType]

ValidationSpecification

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AlgorithmValidationSpecification, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AlgorithmValidationSpecificationOutput, NoneType]

CertifyForMarketplace

  • Type: typing.Optional[bool]

Tags

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

CreateAlgorithmOutput

AlgorithmArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateAppImageConfigRequest

AppImageConfigName

  • Type:
  • Required: Yes

Tags

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

KernelGatewayImageConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.KernelGatewayImageConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.KernelGatewayImageConfigOutput, NoneType]

JupyterLabAppImageConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.JupyterLabAppImageConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.JupyterLabAppImageConfigOutput, NoneType]

CodeEditorAppImageConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.CodeEditorAppImageConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.CodeEditorAppImageConfigOutput, NoneType]

CreateAppImageConfigResponse

AppImageConfigArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateAppRequest

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.List[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.Tag]]

ResourceSpec

  • Type:

CreateAppResponse

AppArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateArtifactRequest

Source

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ArtifactSource, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ArtifactSourceOutput]
  • Required: Yes

ArtifactType

  • Type:
  • Required: Yes

ArtifactName

  • Type: typing.Optional[str]

Properties

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

MetadataProperties

  • Type:

Tags

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

CreateArtifactResponse

ArtifactArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateAutoMLJobRequest

AutoMLJobName

  • Type:
  • Required: Yes

InputDataConfig

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

OutputDataConfig

  • Type:
  • Required: Yes

RoleArn

  • Type:
  • Required: Yes

ProblemType

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

AutoMLJobObjective

  • Type:

AutoMLJobConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLJobConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLJobConfigOutput, NoneType]

GenerateCandidateDefinitionsOnly

  • Type: typing.Optional[bool]

Tags

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

ModelDeployConfig

  • Type:

CreateAutoMLJobResponse

AutoMLJobArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateAutoMLJobV2Request

AutoMLJobName

  • Type:
  • Required: Yes

AutoMLJobInputDataConfig

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

OutputDataConfig

  • Type:
  • Required: Yes

AutoMLProblemTypeConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLProblemTypeConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLProblemTypeConfigOutput]
  • Required: Yes

RoleArn

  • Type:
  • Required: Yes

Tags

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

SecurityConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLSecurityConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLSecurityConfigOutput, NoneType]

AutoMLJobObjective

  • Type:

ModelDeployConfig

  • Type:

DataSplitConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLDataSplitConfig]

AutoMLComputeConfig

  • Type:

CreateAutoMLJobV2Response

AutoMLJobArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateClusterRequest

ClusterName

  • Type:
  • Required: Yes

InstanceGroups

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

VpcConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.VpcConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.VpcConfigOutput, NoneType]

Tags

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

Orchestrator

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ClusterOrchestrator]

NodeRecovery

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

CreateClusterResponse

ClusterArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateClusterSchedulerConfigRequest

Name

  • Type:
  • Required: Yes

ClusterArn

  • Type:
  • Required: Yes

SchedulerConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SchedulerConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SchedulerConfigOutput]
  • Required: Yes

Description

  • Type: typing.Optional[str]

Tags

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

CreateClusterSchedulerConfigResponse

ClusterSchedulerConfigArn

  • Type:
  • Required: Yes

ClusterSchedulerConfigId

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateCodeRepositoryInput

CodeRepositoryName

  • Type:
  • Required: Yes

GitConfig

  • Type:
  • Required: Yes

Tags

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

CreateCodeRepositoryOutput

CodeRepositoryArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateCompilationJobRequest

CompilationJobName

  • Type:
  • Required: Yes

RoleArn

  • Type:
  • Required: Yes

OutputConfig

  • Type:
  • Required: Yes

StoppingCondition

  • Type:
  • Required: Yes

ModelPackageVersionArn

  • Type: typing.Optional[str]

InputConfig

  • Type:

VpcConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.NeoVpcConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.NeoVpcConfigOutput, NoneType]

Tags

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

CreateCompilationJobResponse

CompilationJobArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateComputeQuotaRequest

Name

  • Type:
  • Required: Yes

ClusterArn

  • Type:
  • Required: Yes

ComputeQuotaConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ComputeQuotaConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ComputeQuotaConfigOutput]
  • Required: Yes

ComputeQuotaTarget

  • Type:
  • Required: Yes

Description

  • Type: typing.Optional[str]

ActivationState

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

Tags

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

CreateComputeQuotaResponse

ComputeQuotaArn

  • Type:
  • Required: Yes

ComputeQuotaId

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateContextRequest

ContextName

  • Type:
  • Required: Yes

Source

  • Type:
  • Required: Yes

ContextType

  • Type:
  • Required: Yes

Description

  • Type: typing.Optional[str]

Properties

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

Tags

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

CreateContextResponse

ContextArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateDataQualityJobDefinitionRequest

JobDefinitionName

  • Type:
  • Required: Yes

DataQualityAppSpecification

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DataQualityAppSpecification, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DataQualityAppSpecificationOutput]
  • Required: Yes

DataQualityJobInput

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DataQualityJobInput, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DataQualityJobInputOutput]
  • Required: Yes

DataQualityJobOutputConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringOutputConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringOutputConfigOutput]
  • Required: Yes

JobResources

  • Type:
  • Required: Yes

RoleArn

  • Type:
  • Required: Yes

DataQualityBaselineConfig

  • Type:

NetworkConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringNetworkConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringNetworkConfigOutput, NoneType]

StoppingCondition

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringStoppingCondition]

Tags

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

CreateDataQualityJobDefinitionResponse

JobDefinitionArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateDeviceFleetRequest

DeviceFleetName

  • Type:
  • Required: Yes

OutputConfig

  • Type:
  • Required: Yes

RoleArn

  • Type: typing.Optional[str]

Description

  • Type: typing.Optional[str]

Tags

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

EnableIotRoleAlias

  • Type: typing.Optional[bool]

CreateDomainRequest

DomainName

  • Type:
  • Required: Yes

AuthMode

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

DefaultUserSettings

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.UserSettings, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.UserSettingsOutput]
  • Required: Yes

SubnetIds

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

VpcId

  • Type:
  • Required: Yes

DomainSettings

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DomainSettings, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DomainSettingsOutput, NoneType]

Tags

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

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']]

TagPropagation

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

DefaultSpaceSettings

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DefaultSpaceSettings, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DefaultSpaceSettingsOutput, NoneType]

CreateDomainResponse

DomainArn

  • Type:
  • Required: Yes

DomainId

  • Type:
  • Required: Yes

Url

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateEdgeDeploymentPlanRequest

EdgeDeploymentPlanName

  • Type:
  • Required: Yes

ModelConfigs

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

DeviceFleetName

  • Type:
  • Required: Yes

Stages

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

Tags

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

CreateEdgeDeploymentPlanResponse

EdgeDeploymentPlanArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateEdgeDeploymentStageRequest

EdgeDeploymentPlanName

  • Type:
  • Required: Yes

Stages

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

CreateEdgePackagingJobRequest

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.List[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.Tag]]

CreateEndpointConfigInput

EndpointConfigName

  • Type:
  • Required: Yes

ProductionVariants

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

DataCaptureConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DataCaptureConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DataCaptureConfigOutput, NoneType]

Tags

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

KmsKeyId

  • Type: typing.Optional[str]

AsyncInferenceConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AsyncInferenceConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AsyncInferenceConfigOutput, NoneType]

ExplainerConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ExplainerConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ExplainerConfigOutput, NoneType]

ShadowProductionVariants

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

ExecutionRoleArn

  • Type: typing.Optional[str]

VpcConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.VpcConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.VpcConfigOutput, NoneType]

EnableNetworkIsolation

  • Type: typing.Optional[bool]

CreateEndpointConfigOutput

EndpointConfigArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateEndpointInput

EndpointName

  • Type:
  • Required: Yes

EndpointConfigName

  • Type:
  • Required: Yes

DeploymentConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DeploymentConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DeploymentConfigOutput, NoneType]

Tags

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

CreateEndpointOutput

EndpointArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateExperimentRequest

ExperimentName

  • Type:
  • Required: Yes

DisplayName

  • Type: typing.Optional[str]

Description

  • Type: typing.Optional[str]

Tags

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

CreateExperimentResponse

ExperimentArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateFeatureGroupRequest

FeatureGroupName

  • Type:
  • Required: Yes

RecordIdentifierFeatureName

  • Type:
  • Required: Yes

EventTimeFeatureName

  • Type:
  • Required: Yes

FeatureDefinitions

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

OnlineStoreConfig

  • Type:

OfflineStoreConfig

  • Type:

ThroughputConfig

  • Type:

RoleArn

  • Type: typing.Optional[str]

Description

  • Type: typing.Optional[str]

Tags

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

CreateFeatureGroupResponse

FeatureGroupArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateFlowDefinitionRequest

FlowDefinitionName

  • Type:
  • Required: Yes

OutputConfig

  • Type:
  • Required: Yes

RoleArn

  • Type:
  • Required: Yes

HumanLoopRequestSource

  • Type:

HumanLoopActivationConfig

  • Type:

HumanLoopConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HumanLoopConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HumanLoopConfigOutput, NoneType]

Tags

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

CreateFlowDefinitionResponse

FlowDefinitionArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateHubContentReferenceRequest

HubName

  • Type:
  • Required: Yes

SageMakerPublicHubContentArn

  • Type:
  • Required: Yes

HubContentName

  • Type: typing.Optional[str]

MinVersion

  • Type: typing.Optional[str]

Tags

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

CreateHubContentReferenceResponse

HubArn

  • Type:
  • Required: Yes

HubContentArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateHubRequest

HubName

  • Type:
  • Required: Yes

HubDescription

  • Type:
  • Required: Yes

HubDisplayName

  • Type: typing.Optional[str]

HubSearchKeywords

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

S3StorageConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HubS3StorageConfig]

Tags

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

CreateHubResponse

HubArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateHumanTaskUiRequest

HumanTaskUiName

  • Type:
  • Required: Yes

UiTemplate

  • Type:
  • Required: Yes

Tags

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

CreateHumanTaskUiResponse

HumanTaskUiArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateHyperParameterTuningJobRequest

HyperParameterTuningJobName

  • Type:
  • Required: Yes

HyperParameterTuningJobConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HyperParameterTuningJobConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HyperParameterTuningJobConfigOutput]
  • Required: Yes

TrainingJobDefinition

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HyperParameterTrainingJobDefinition, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HyperParameterTrainingJobDefinitionOutput, NoneType]

TrainingJobDefinitions

  • Type: typing.Optional[typing.List[typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HyperParameterTrainingJobDefinition, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HyperParameterTrainingJobDefinitionOutput]]]

WarmStartConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HyperParameterTuningJobWarmStartConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HyperParameterTuningJobWarmStartConfigOutput, NoneType]

Tags

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

Autotune

  • Type:

CreateHyperParameterTuningJobResponse

HyperParameterTuningJobArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateImageRequest

ImageName

  • Type:
  • Required: Yes

RoleArn

  • Type:
  • Required: Yes

Description

  • Type: typing.Optional[str]

DisplayName

  • Type: typing.Optional[str]

Tags

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

CreateImageResponse

ImageArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateImageVersionRequest

BaseImage

  • Type:
  • Required: Yes

ClientToken

  • Type:
  • Required: Yes

ImageName

  • Type:
  • Required: Yes

Aliases

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

CreateImageVersionResponse

ImageVersionArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateInferenceComponentInput

InferenceComponentName

  • Type:
  • Required: Yes

EndpointName

  • Type:
  • Required: Yes

Specification

  • Type:
  • Required: Yes

VariantName

  • Type: typing.Optional[str]

RuntimeConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceComponentRuntimeConfig]

Tags

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

CreateInferenceComponentOutput

InferenceComponentArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateInferenceExperimentRequest

Name

  • Type:
  • Required: Yes

Type

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

RoleArn

  • Type:
  • Required: Yes

EndpointName

  • Type:
  • Required: Yes

ModelVariants

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

ShadowModeConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ShadowModeConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ShadowModeConfigOutput]
  • Required: Yes

Schedule

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceExperimentSchedule, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceExperimentScheduleOutput, NoneType]

Description

  • Type: typing.Optional[str]

DataStorageConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceExperimentDataStorageConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceExperimentDataStorageConfigOutput, NoneType]

KmsKey

  • Type: typing.Optional[str]

Tags

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

CreateInferenceExperimentResponse

InferenceExperimentArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateInferenceRecommendationsJobRequest

JobName

  • Type:
  • Required: Yes

JobType

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

RoleArn

  • Type:
  • Required: Yes

InputConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.RecommendationJobInputConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.RecommendationJobInputConfigOutput]
  • Required: Yes

JobDescription

  • Type: typing.Optional[str]

StoppingConditions

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.RecommendationJobStoppingConditions, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.RecommendationJobStoppingConditionsOutput, NoneType]

OutputConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.RecommendationJobOutputConfig]

Tags

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

CreateInferenceRecommendationsJobResponse

JobArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateLabelingJobRequest

LabelingJobName

  • Type:
  • Required: Yes

LabelAttributeName

  • Type:
  • Required: Yes

InputConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.LabelingJobInputConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.LabelingJobInputConfigOutput]
  • Required: Yes

OutputConfig

  • Type:
  • Required: Yes

RoleArn

  • Type:
  • Required: Yes

HumanTaskConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HumanTaskConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HumanTaskConfigOutput]
  • Required: Yes

LabelCategoryConfigS3Uri

  • Type: typing.Optional[str]

StoppingConditions

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.LabelingJobStoppingConditions]

LabelingJobAlgorithmsConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.LabelingJobAlgorithmsConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.LabelingJobAlgorithmsConfigOutput, NoneType]

Tags

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

CreateLabelingJobResponse

LabelingJobArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateMlflowTrackingServerRequest

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.List[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.Tag]]

CreateMlflowTrackingServerResponse

TrackingServerArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateModelBiasJobDefinitionRequest

JobDefinitionName

  • Type:
  • Required: Yes

ModelBiasAppSpecification

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelBiasAppSpecification, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelBiasAppSpecificationOutput]
  • Required: Yes

ModelBiasJobInput

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelBiasJobInput, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelBiasJobInputOutput]
  • Required: Yes

ModelBiasJobOutputConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringOutputConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringOutputConfigOutput]
  • Required: Yes

JobResources

  • Type:
  • Required: Yes

RoleArn

  • Type:
  • Required: Yes

ModelBiasBaselineConfig

  • Type:

NetworkConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringNetworkConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringNetworkConfigOutput, NoneType]

StoppingCondition

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringStoppingCondition]

Tags

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

CreateModelBiasJobDefinitionResponse

JobDefinitionArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateModelCardExportJobRequest

ModelCardName

  • Type:
  • Required: Yes

ModelCardExportJobName

  • Type:
  • Required: Yes

OutputConfig

  • Type:
  • Required: Yes

ModelCardVersion

  • Type: typing.Optional[int]

CreateModelCardExportJobResponse

ModelCardExportJobArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateModelCardRequest

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.sagemaker_classes.ModelCardSecurityConfig]

Tags

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

CreateModelCardResponse

ModelCardArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateModelExplainabilityJobDefinitionRequest

JobDefinitionName

  • Type:
  • Required: Yes

ModelExplainabilityAppSpecification

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelExplainabilityAppSpecification, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelExplainabilityAppSpecificationOutput]
  • Required: Yes

ModelExplainabilityJobInput

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelExplainabilityJobInput, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelExplainabilityJobInputOutput]
  • Required: Yes

ModelExplainabilityJobOutputConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringOutputConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringOutputConfigOutput]
  • Required: Yes

JobResources

  • Type:
  • Required: Yes

RoleArn

  • Type:
  • Required: Yes

ModelExplainabilityBaselineConfig

  • Type:

NetworkConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringNetworkConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringNetworkConfigOutput, NoneType]

StoppingCondition

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringStoppingCondition]

Tags

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

CreateModelExplainabilityJobDefinitionResponse

JobDefinitionArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateModelInput

ModelName

  • Type:
  • Required: Yes

PrimaryContainer

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ContainerDefinition, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ContainerDefinitionOutput, NoneType]

Containers

  • Type: typing.Optional[typing.List[typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ContainerDefinition, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ContainerDefinitionOutput]]]

InferenceExecutionConfig

  • Type:

ExecutionRoleArn

  • Type: typing.Optional[str]

Tags

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

VpcConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.VpcConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.VpcConfigOutput, NoneType]

EnableNetworkIsolation

  • Type: typing.Optional[bool]

CreateModelOutput

ModelArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateModelPackageGroupInput

ModelPackageGroupName

  • Type:
  • Required: Yes

ModelPackageGroupDescription

  • Type: typing.Optional[str]

Tags

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

CreateModelPackageGroupOutput

ModelPackageGroupArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateModelPackageInput

ModelPackageName

  • Type: typing.Optional[str]

ModelPackageGroupName

  • Type: typing.Optional[str]

ModelPackageDescription

  • Type: typing.Optional[str]

InferenceSpecification

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceSpecification, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceSpecificationOutput, NoneType]

ValidationSpecification

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelPackageValidationSpecification, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelPackageValidationSpecificationOutput, NoneType]

SourceAlgorithmSpecification

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SourceAlgorithmSpecification, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SourceAlgorithmSpecificationOutput, NoneType]

CertifyForMarketplace

  • Type: typing.Optional[bool]

Tags

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

ModelApprovalStatus

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

MetadataProperties

  • Type:

ModelMetrics

  • Type:

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.Dict[str, str]]

DriftCheckBaselines

  • Type:

AdditionalInferenceSpecifications

  • Type: typing.Optional[typing.List[typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AdditionalInferenceSpecificationDefinition, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AdditionalInferenceSpecificationDefinitionOutput]]]

SkipModelValidation

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

SourceUri

  • Type: typing.Optional[str]

SecurityConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelPackageSecurityConfig]

ModelCard

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelPackageModelCard]

ModelLifeCycle

  • Type:

CreateModelPackageOutput

ModelPackageArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateModelQualityJobDefinitionRequest

JobDefinitionName

  • Type:
  • Required: Yes

ModelQualityAppSpecification

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelQualityAppSpecification, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelQualityAppSpecificationOutput]
  • Required: Yes

ModelQualityJobInput

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelQualityJobInput, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelQualityJobInputOutput]
  • Required: Yes

ModelQualityJobOutputConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringOutputConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringOutputConfigOutput]
  • Required: Yes

JobResources

  • Type:
  • Required: Yes

RoleArn

  • Type:
  • Required: Yes

ModelQualityBaselineConfig

  • Type:

NetworkConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringNetworkConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringNetworkConfigOutput, NoneType]

StoppingCondition

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringStoppingCondition]

Tags

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

CreateModelQualityJobDefinitionResponse

JobDefinitionArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateMonitoringScheduleRequest

MonitoringScheduleName

  • Type:
  • Required: Yes

MonitoringScheduleConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringScheduleConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringScheduleConfigOutput]
  • Required: Yes

Tags

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

CreateMonitoringScheduleResponse

MonitoringScheduleArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateNotebookInstanceInput

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.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.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', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']
  • Required: Yes

RoleArn

  • Type:
  • Required: Yes

SubnetId

  • Type: typing.Optional[str]

SecurityGroupIds

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

KmsKeyId

  • Type: typing.Optional[str]

Tags

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

LifecycleConfigName

  • Type: typing.Optional[str]

DirectInternetAccess

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

VolumeSizeInGB

  • Type: typing.Optional[int]

AcceleratorTypes

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

RootAccess

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

PlatformIdentifier

  • Type: typing.Optional[str]

InstanceMetadataServiceConfiguration

  • Type:

CreateNotebookInstanceLifecycleConfigInput

NotebookInstanceLifecycleConfigName

  • Type:
  • Required: Yes

OnCreate

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

OnStart

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

CreateNotebookInstanceLifecycleConfigOutput

NotebookInstanceLifecycleConfigArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateNotebookInstanceOutput

NotebookInstanceArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateOptimizationJobRequest

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.List[typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.OptimizationConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.OptimizationConfigOutput]]
  • Required: Yes

OutputConfig

  • Type:
  • Required: Yes

StoppingCondition

  • Type:
  • Required: Yes

OptimizationEnvironment

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

Tags

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

VpcConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.OptimizationVpcConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.OptimizationVpcConfigOutput, NoneType]

CreateOptimizationJobResponse

OptimizationJobArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreatePartnerAppPresignedUrlRequest

Arn

  • Type:
  • Required: Yes

ExpiresInSeconds

  • Type: typing.Optional[int]

SessionExpirationDurationInSeconds

  • Type: typing.Optional[int]

CreatePartnerAppPresignedUrlResponse

Url

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreatePartnerAppRequest

Name

  • Type:
  • Required: Yes

Type

  • Type: typing.Literal['comet', 'deepchecks-llm-evaluation', 'fiddler', 'lakera-guard']
  • Required: Yes

ExecutionRoleArn

  • Type:
  • Required: Yes

Tier

  • Type:
  • Required: Yes

AuthType

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

MaintenanceConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.PartnerAppMaintenanceConfig]

ApplicationConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.PartnerAppConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.PartnerAppConfigOutput, NoneType]

EnableIamSessionBasedIdentity

  • Type: typing.Optional[bool]

ClientToken

  • Type: typing.Optional[str]

Tags

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

CreatePartnerAppResponse

Arn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreatePipelineRequest

PipelineName

  • Type:
  • Required: Yes

ClientRequestToken

  • Type:
  • Required: Yes

RoleArn

  • Type:
  • Required: Yes

PipelineDisplayName

  • Type: typing.Optional[str]

PipelineDefinition

  • Type: typing.Optional[str]

PipelineDefinitionS3Location

  • Type:

PipelineDescription

  • Type: typing.Optional[str]

Tags

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

ParallelismConfiguration

  • Type:

CreatePipelineResponse

PipelineArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreatePresignedDomainUrlRequest

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]

CreatePresignedDomainUrlResponse

AuthorizedUrl

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreatePresignedMlflowTrackingServerUrlRequest

TrackingServerName

  • Type:
  • Required: Yes

ExpiresInSeconds

  • Type: typing.Optional[int]

SessionExpirationDurationInSeconds

  • Type: typing.Optional[int]

CreatePresignedMlflowTrackingServerUrlResponse

AuthorizedUrl

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreatePresignedNotebookInstanceUrlInput

NotebookInstanceName

  • Type:
  • Required: Yes

SessionExpirationDurationInSeconds

  • Type: typing.Optional[int]

CreatePresignedNotebookInstanceUrlOutput

AuthorizedUrl

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateProcessingJobRequest

ProcessingJobName

  • Type:
  • Required: Yes

ProcessingResources

  • Type:
  • Required: Yes

AppSpecification

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AppSpecification, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AppSpecificationOutput]
  • Required: Yes

RoleArn

  • Type:
  • Required: Yes

ProcessingInputs

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

ProcessingOutputConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProcessingOutputConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProcessingOutputConfigOutput, NoneType]

StoppingCondition

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProcessingStoppingCondition]

Environment

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

NetworkConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.NetworkConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.NetworkConfigOutput, NoneType]

Tags

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

ExperimentConfig

  • Type:

CreateProcessingJobResponse

ProcessingJobArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateProjectInput

ProjectName

  • Type:
  • Required: Yes

ServiceCatalogProvisioningDetails

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ServiceCatalogProvisioningDetails, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ServiceCatalogProvisioningDetailsOutput]
  • Required: Yes

ProjectDescription

  • Type: typing.Optional[str]

Tags

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

CreateProjectOutput

ProjectArn

  • Type:
  • Required: Yes

ProjectId

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateSpaceRequest

DomainId

  • Type:
  • Required: Yes

SpaceName

  • Type:
  • Required: Yes

Tags

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

SpaceSettings

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SpaceSettings, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SpaceSettingsOutput, NoneType]

OwnershipSettings

  • Type:

SpaceSharingSettings

  • Type:

SpaceDisplayName

  • Type: typing.Optional[str]

CreateSpaceResponse

SpaceArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateStudioLifecycleConfigRequest

StudioLifecycleConfigName

  • Type:
  • Required: Yes

StudioLifecycleConfigContent

  • Type:
  • Required: Yes

StudioLifecycleConfigAppType

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

Tags

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

CreateStudioLifecycleConfigResponse

StudioLifecycleConfigArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateTrainingJobRequest

TrainingJobName

  • Type:
  • Required: Yes

AlgorithmSpecification

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AlgorithmSpecification, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AlgorithmSpecificationOutput]
  • Required: Yes

RoleArn

  • Type:
  • Required: Yes

OutputDataConfig

  • Type:
  • Required: Yes

ResourceConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ResourceConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ResourceConfigOutput]
  • Required: Yes

StoppingCondition

  • Type:
  • Required: Yes

HyperParameters

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

InputDataConfig

  • Type: typing.Optional[typing.List[typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.Channel, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ChannelOutput]]]

VpcConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.VpcConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.VpcConfigOutput, NoneType]

Tags

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

EnableNetworkIsolation

  • Type: typing.Optional[bool]

EnableInterContainerTrafficEncryption

  • Type: typing.Optional[bool]

EnableManagedSpotTraining

  • Type: typing.Optional[bool]

CheckpointConfig

  • Type:

DebugHookConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DebugHookConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DebugHookConfigOutput, NoneType]

DebugRuleConfigurations

  • Type: typing.Optional[typing.List[typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DebugRuleConfiguration, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DebugRuleConfigurationOutput]]]

TensorBoardOutputConfig

  • Type:

ExperimentConfig

  • Type:

ProfilerConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProfilerConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProfilerConfigOutput, NoneType]

ProfilerRuleConfigurations

  • Type: typing.Optional[typing.List[typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProfilerRuleConfiguration, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProfilerRuleConfigurationOutput]]]

Environment

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

RetryStrategy

  • Type:

RemoteDebugConfig

  • Type:

InfraCheckConfig

  • Type:

SessionChainingConfig

  • Type:

CreateTrainingJobResponse

TrainingJobArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateTrainingPlanRequest

TrainingPlanName

  • Type:
  • Required: Yes

TrainingPlanOfferingId

  • Type:
  • Required: Yes

Tags

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

CreateTrainingPlanResponse

TrainingPlanArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateTransformJobRequest

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:

MaxPayloadInMB

  • Type: typing.Optional[int]

BatchStrategy

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

Environment

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

DataCaptureConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.BatchDataCaptureConfig]

DataProcessing

  • Type:

Tags

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

ExperimentConfig

  • Type:

CreateTransformJobResponse

TransformJobArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateTrialComponentRequest

TrialComponentName

  • Type:
  • Required: Yes

DisplayName

  • Type: typing.Optional[str]

Status

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TrialComponentStatus]

StartTime

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

EndTime

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

Parameters

  • Type: typing.Optional[typing.Dict[str, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TrialComponentParameterValue]]

InputArtifacts

  • Type: typing.Optional[typing.Dict[str, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TrialComponentArtifact]]

OutputArtifacts

  • Type: typing.Optional[typing.Dict[str, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TrialComponentArtifact]]

MetadataProperties

  • Type:

Tags

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

CreateTrialComponentResponse

TrialComponentArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateTrialRequest

TrialName

  • Type:
  • Required: Yes

ExperimentName

  • Type:
  • Required: Yes

DisplayName

  • Type: typing.Optional[str]

MetadataProperties

  • Type:

Tags

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

CreateTrialResponse

TrialArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateUserProfileRequest

DomainId

  • Type:
  • Required: Yes

UserProfileName

  • Type:
  • Required: Yes

SingleSignOnUserIdentifier

  • Type: typing.Optional[str]

SingleSignOnUserValue

  • Type: typing.Optional[str]

Tags

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

UserSettings

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.UserSettings, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.UserSettingsOutput, NoneType]

CreateUserProfileResponse

UserProfileArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateWorkforceRequest

WorkforceName

  • Type:
  • Required: Yes

CognitoConfig

  • Type:

OidcConfig

  • Type:

SourceIpConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SourceIpConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SourceIpConfigOutput, NoneType]

Tags

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

WorkforceVpcConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.WorkforceVpcConfigRequest]

CreateWorkforceResponse

WorkforceArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateWorkteamRequest

WorkteamName

  • Type:
  • Required: Yes

MemberDefinitions

  • Type: typing.List[typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MemberDefinition, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MemberDefinitionOutput]]
  • Required: Yes

Description

  • Type:
  • Required: Yes

WorkforceName

  • Type: typing.Optional[str]

NotificationConfiguration

  • Type:

WorkerAccessConfiguration

  • Type:

Tags

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

CreateWorkteamResponse

WorkteamArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CustomFileSystem

EFSFileSystem

  • Type:

FSxLustreFileSystem

  • Type:

CustomFileSystemConfig

EFSFileSystemConfig

  • Type:

FSxLustreFileSystemConfig

  • Type:

CustomImage

ImageName

  • Type:
  • Required: Yes

AppImageConfigName

  • Type:
  • Required: Yes

ImageVersionNumber

  • Type: typing.Optional[int]

CustomPosixUserConfig

Uid

  • Type:
  • Required: Yes

Gid

  • Type:
  • Required: Yes

CustomizedMetricSpecification

MetricName

  • Type: typing.Optional[str]

Namespace

  • Type: typing.Optional[str]

Statistic

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

DataCaptureConfig

InitialSamplingPercentage

  • Type:
  • Required: Yes

DestinationS3Uri

  • Type:
  • Required: Yes

CaptureOptions

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

EnableCapture

  • Type: typing.Optional[bool]

KmsKeyId

  • Type: typing.Optional[str]

CaptureContentTypeHeader

  • Type:

DataCaptureConfigOutput

InitialSamplingPercentage

  • Type:
  • Required: Yes

DestinationS3Uri

  • Type:
  • Required: Yes

CaptureOptions

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

EnableCapture

  • Type: typing.Optional[bool]

KmsKeyId

  • Type: typing.Optional[str]

CaptureContentTypeHeader

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.CaptureContentTypeHeaderOutput]

DataCaptureConfigSummary

EnableCapture

  • Type:
  • Required: Yes

CaptureStatus

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

CurrentSamplingPercentage

  • Type:
  • Required: Yes

DestinationS3Uri

  • Type:
  • Required: Yes

KmsKeyId

  • Type:
  • Required: Yes

DataCatalogConfig

TableName

  • Type:
  • Required: Yes

Catalog

  • Type:
  • Required: Yes

Database

  • Type:
  • Required: Yes

DataProcessing

InputFilter

  • Type: typing.Optional[str]

OutputFilter

  • Type: typing.Optional[str]

JoinSource

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

DataQualityAppSpecification

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]]

DataQualityAppSpecificationOutput

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]]

DataQualityBaselineConfig

BaseliningJobName

  • Type: typing.Optional[str]

ConstraintsResource

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringConstraintsResource]

StatisticsResource

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringStatisticsResource]

DataQualityJobInput

EndpointInput

  • Type:

BatchTransformInput

  • Type:

DataQualityJobInputOutput

EndpointInput

  • Type:

BatchTransformInput

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.BatchTransformInputOutput]

DataSource

S3DataSource

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.S3DataSource, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.S3DataSourceOutput, NoneType]

FileSystemDataSource

  • Type:

DataSourceOutput

S3DataSource

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.S3DataSourceOutput]

FileSystemDataSource

  • Type:

DatasetDefinition

AthenaDatasetDefinition

  • Type:

RedshiftDatasetDefinition

  • Type:

LocalPath

  • Type: typing.Optional[str]

DataDistributionType

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

InputMode

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

DebugHookConfig

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.sagemaker_classes.CollectionConfiguration]]

DebugHookConfigOutput

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.sagemaker_classes.CollectionConfigurationOutput]]

DebugRuleConfiguration

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.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.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.r5d.12xlarge', 'ml.r5d.16xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.8xlarge', 'ml.r5d.large', 'ml.r5d.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]]

DebugRuleConfigurationOutput

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.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.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.r5d.12xlarge', 'ml.r5d.16xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.8xlarge', 'ml.r5d.large', 'ml.r5d.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]]

DebugRuleEvaluationStatus

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]

DefaultEbsStorageSettings

DefaultEbsVolumeSizeInGb

  • Type:
  • Required: Yes

MaximumEbsVolumeSizeInGb

  • Type:
  • Required: Yes

DefaultSpaceSettings

ExecutionRole

  • Type: typing.Optional[str]

SecurityGroups

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

JupyterServerAppSettings

  • Type:

KernelGatewayAppSettings

  • Type:

JupyterLabAppSettings

  • Type:

SpaceStorageSettings

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DefaultSpaceStorageSettings]

CustomPosixUserConfig

  • Type:

CustomFileSystemConfigs

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

DefaultSpaceSettingsOutput

ExecutionRole

  • Type: typing.Optional[str]

SecurityGroups

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

JupyterServerAppSettings

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.JupyterServerAppSettingsOutput]

KernelGatewayAppSettings

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.KernelGatewayAppSettingsOutput]

JupyterLabAppSettings

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.JupyterLabAppSettingsOutput]

SpaceStorageSettings

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DefaultSpaceStorageSettings]

CustomPosixUserConfig

  • Type:

CustomFileSystemConfigs

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

DefaultSpaceStorageSettings

DefaultEbsStorageSettings

  • Type:

DeleteActionRequest

ActionName

  • Type:
  • Required: Yes

DeleteActionResponse

ActionArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DeleteAlgorithmInput

AlgorithmName

  • Type:
  • Required: Yes

DeleteAppImageConfigRequest

AppImageConfigName

  • Type:
  • Required: Yes

DeleteAppRequest

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]

DeleteArtifactRequest

ArtifactArn

  • Type: typing.Optional[str]

Source

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ArtifactSource, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ArtifactSourceOutput, NoneType]

DeleteArtifactResponse

ArtifactArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DeleteAssociationRequest

SourceArn

  • Type:
  • Required: Yes

DestinationArn

  • Type:
  • Required: Yes

DeleteAssociationResponse

SourceArn

  • Type:
  • Required: Yes

DestinationArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DeleteClusterRequest

ClusterName

  • Type:
  • Required: Yes

DeleteClusterResponse

ClusterArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DeleteClusterSchedulerConfigRequest

ClusterSchedulerConfigId

  • Type:
  • Required: Yes

DeleteCodeRepositoryInput

CodeRepositoryName

  • Type:
  • Required: Yes

DeleteCompilationJobRequest

CompilationJobName

  • Type:
  • Required: Yes

DeleteComputeQuotaRequest

ComputeQuotaId

  • Type:
  • Required: Yes

DeleteContextRequest

ContextName

  • Type:
  • Required: Yes

DeleteContextResponse

ContextArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DeleteDataQualityJobDefinitionRequest

JobDefinitionName

  • Type:
  • Required: Yes

DeleteDeviceFleetRequest

DeviceFleetName

  • Type:
  • Required: Yes

DeleteDomainRequest

DomainId

  • Type:
  • Required: Yes

RetentionPolicy

  • Type:

DeleteEdgeDeploymentPlanRequest

EdgeDeploymentPlanName

  • Type:
  • Required: Yes

DeleteEdgeDeploymentStageRequest

EdgeDeploymentPlanName

  • Type:
  • Required: Yes

StageName

  • Type:
  • Required: Yes

DeleteEndpointConfigInput

EndpointConfigName

  • Type:
  • Required: Yes

DeleteEndpointInput

EndpointName

  • Type:
  • Required: Yes

DeleteExperimentRequest

ExperimentName

  • Type:
  • Required: Yes

DeleteExperimentResponse

ExperimentArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DeleteFeatureGroupRequest

FeatureGroupName

  • Type:
  • Required: Yes

DeleteFlowDefinitionRequest

FlowDefinitionName

  • Type:
  • Required: Yes

DeleteHubContentReferenceRequest

HubName

  • Type:
  • Required: Yes

HubContentType

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

HubContentName

  • Type:
  • Required: Yes

DeleteHubContentRequest

HubName

  • Type:
  • Required: Yes

HubContentType

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

HubContentName

  • Type:
  • Required: Yes

HubContentVersion

  • Type:
  • Required: Yes

DeleteHubRequest

HubName

  • Type:
  • Required: Yes

DeleteHumanTaskUiRequest

HumanTaskUiName

  • Type:
  • Required: Yes

DeleteHyperParameterTuningJobRequest

HyperParameterTuningJobName

  • Type:
  • Required: Yes

DeleteImageRequest

ImageName

  • Type:
  • Required: Yes

DeleteImageVersionRequest

ImageName

  • Type:
  • Required: Yes

Version

  • Type: typing.Optional[int]

Alias

  • Type: typing.Optional[str]

DeleteInferenceComponentInput

InferenceComponentName

  • Type:
  • Required: Yes

DeleteInferenceExperimentRequest

Name

  • Type:
  • Required: Yes

DeleteInferenceExperimentResponse

InferenceExperimentArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DeleteMlflowTrackingServerRequest

TrackingServerName

  • Type:
  • Required: Yes

DeleteMlflowTrackingServerResponse

TrackingServerArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DeleteModelBiasJobDefinitionRequest

JobDefinitionName

  • Type:
  • Required: Yes

DeleteModelCardRequest

ModelCardName

  • Type:
  • Required: Yes

DeleteModelExplainabilityJobDefinitionRequest

JobDefinitionName

  • Type:
  • Required: Yes

DeleteModelInput

ModelName

  • Type:
  • Required: Yes

DeleteModelPackageGroupInput

ModelPackageGroupName

  • Type:
  • Required: Yes

DeleteModelPackageGroupPolicyInput

ModelPackageGroupName

  • Type:
  • Required: Yes

DeleteModelPackageInput

ModelPackageName

  • Type:
  • Required: Yes

DeleteModelQualityJobDefinitionRequest

JobDefinitionName

  • Type:
  • Required: Yes

DeleteMonitoringScheduleRequest

MonitoringScheduleName

  • Type:
  • Required: Yes

DeleteNotebookInstanceInput

NotebookInstanceName

  • Type:
  • Required: Yes

DeleteNotebookInstanceLifecycleConfigInput

NotebookInstanceLifecycleConfigName

  • Type:
  • Required: Yes

DeleteOptimizationJobRequest

OptimizationJobName

  • Type:
  • Required: Yes

DeletePartnerAppRequest

Arn

  • Type:
  • Required: Yes

ClientToken

  • Type: typing.Optional[str]

DeletePartnerAppResponse

Arn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DeletePipelineRequest

PipelineName

  • Type:
  • Required: Yes

ClientRequestToken

  • Type:
  • Required: Yes

DeletePipelineResponse

PipelineArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DeleteProjectInput

ProjectName

  • Type:
  • Required: Yes

DeleteSpaceRequest

DomainId

  • Type:
  • Required: Yes

SpaceName

  • Type:
  • Required: Yes

DeleteStudioLifecycleConfigRequest

StudioLifecycleConfigName

  • Type:
  • Required: Yes

DeleteTagsInput

ResourceArn

  • Type:
  • Required: Yes

TagKeys

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

DeleteTrialComponentRequest

TrialComponentName

  • Type:
  • Required: Yes

DeleteTrialComponentResponse

TrialComponentArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DeleteTrialRequest

TrialName

  • Type:
  • Required: Yes

DeleteTrialResponse

TrialArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DeleteUserProfileRequest

DomainId

  • Type:
  • Required: Yes

UserProfileName

  • Type:
  • Required: Yes

DeleteWorkforceRequest

WorkforceName

  • Type:
  • Required: Yes

DeleteWorkteamRequest

WorkteamName

  • Type:
  • Required: Yes

DeleteWorkteamResponse

Success

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DeployedImage

SpecifiedImage

  • Type: typing.Optional[str]

ResolvedImage

  • Type: typing.Optional[str]

ResolutionTime

  • Type: typing.Optional[datetime.datetime]

DeploymentConfig

BlueGreenUpdatePolicy

  • Type:

RollingUpdatePolicy

  • Type:

AutoRollbackConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoRollbackConfig]

DeploymentConfigOutput

BlueGreenUpdatePolicy

  • Type:

RollingUpdatePolicy

  • Type:

AutoRollbackConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoRollbackConfigOutput]

DeploymentRecommendation

RecommendationStatus

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

RealTimeInferenceRecommendations

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

DeploymentStage

StageName

  • Type:
  • Required: Yes

DeviceSelectionConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DeviceSelectionConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DeviceSelectionConfigOutput]
  • Required: Yes

DeploymentConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.EdgeDeploymentConfig]

DeploymentStageStatusSummary

StageName

  • Type:
  • Required: Yes

DeviceSelectionConfig

  • Type:
  • Required: Yes

DeploymentConfig

  • Type:
  • Required: Yes

DeploymentStatus

  • Type:
  • Required: Yes

DeregisterDevicesRequest

DeviceFleetName

  • Type:
  • Required: Yes

DeviceNames

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

DerivedInformation

DerivedDataInputConfig

  • Type: typing.Optional[str]

DescribeActionRequest

ActionName

  • Type:
  • Required: Yes

DescribeActionResponse

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

DescribeAlgorithmInput

AlgorithmName

  • Type:
  • Required: Yes

DescribeAlgorithmOutput

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

DescribeAppImageConfigRequest

AppImageConfigName

  • Type:
  • Required: Yes

DescribeAppImageConfigResponse

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

DescribeAppRequest

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]

DescribeAppResponse

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

BuiltInLifecycleConfigArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeArtifactRequest

ArtifactArn

  • Type:
  • Required: Yes

DescribeArtifactResponse

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

DescribeAutoMLJobRequest

AutoMLJobName

  • Type:
  • Required: Yes

DescribeAutoMLJobResponse

AutoMLJobName

  • Type:
  • Required: Yes

AutoMLJobArn

  • Type:
  • Required: Yes

InputDataConfig

  • Type: typing.List[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLChannel]
  • 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.sagemaker_classes.AutoMLPartialFailureReason]
  • 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

DescribeAutoMLJobV2Request

AutoMLJobName

  • Type:
  • Required: Yes

DescribeAutoMLJobV2Response

AutoMLJobName

  • Type:
  • Required: Yes

AutoMLJobArn

  • Type:
  • Required: Yes

AutoMLJobInputDataConfig

  • Type: typing.List[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLJobChannel]
  • 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.sagemaker_classes.AutoMLPartialFailureReason]
  • 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

AutoMLComputeConfig

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeClusterNodeRequest

ClusterName

  • Type:
  • Required: Yes

NodeId

  • Type:
  • Required: Yes

DescribeClusterNodeResponse

NodeDetails

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeClusterRequest

ClusterName

  • Type:
  • Required: Yes

DescribeClusterResponse

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.sagemaker_classes.ClusterInstanceGroupDetails]
  • Required: Yes

VpcConfig

  • Type:
  • Required: Yes

Orchestrator

  • Type:
  • Required: Yes

NodeRecovery

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

ResponseMetadata

  • Type:
  • Required: Yes

DescribeClusterSchedulerConfigRequest

ClusterSchedulerConfigId

  • Type:
  • Required: Yes

ClusterSchedulerConfigVersion

  • Type: typing.Optional[int]

DescribeClusterSchedulerConfigResponse

ClusterSchedulerConfigArn

  • Type:
  • Required: Yes

ClusterSchedulerConfigId

  • Type:
  • Required: Yes

Name

  • Type:
  • Required: Yes

ClusterSchedulerConfigVersion

  • Type:
  • Required: Yes

Status

  • Type: typing.Literal['CreateFailed', 'CreateRollbackFailed', 'Created', 'Creating', 'DeleteFailed', 'DeleteRollbackFailed', 'Deleted', 'Deleting', 'UpdateFailed', 'UpdateRollbackFailed', 'Updated', 'Updating']
  • Required: Yes

FailureReason

  • Type:
  • Required: Yes

ClusterArn

  • Type:
  • Required: Yes

SchedulerConfig

  • 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

DescribeCodeRepositoryInput

CodeRepositoryName

  • Type:
  • Required: Yes

DescribeCodeRepositoryOutput

CodeRepositoryName

  • Type:
  • Required: Yes

CodeRepositoryArn

  • Type:
  • Required: Yes

CreationTime

  • Type:
  • Required: Yes

LastModifiedTime

  • Type:
  • Required: Yes

GitConfig

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeCompilationJobRequest

CompilationJobName

  • Type:
  • Required: Yes

DescribeCompilationJobResponse

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

DescribeComputeQuotaRequest

ComputeQuotaId

  • Type:
  • Required: Yes

ComputeQuotaVersion

  • Type: typing.Optional[int]

DescribeComputeQuotaResponse

ComputeQuotaArn

  • Type:
  • Required: Yes

ComputeQuotaId

  • Type:
  • Required: Yes

Name

  • Type:
  • Required: Yes

Description

  • Type:
  • Required: Yes

ComputeQuotaVersion

  • Type:
  • Required: Yes

Status

  • Type: typing.Literal['CreateFailed', 'CreateRollbackFailed', 'Created', 'Creating', 'DeleteFailed', 'DeleteRollbackFailed', 'Deleted', 'Deleting', 'UpdateFailed', 'UpdateRollbackFailed', 'Updated', 'Updating']
  • Required: Yes

FailureReason

  • Type:
  • Required: Yes

ClusterArn

  • Type:
  • Required: Yes

ComputeQuotaConfig

  • Type:
  • Required: Yes

ComputeQuotaTarget

  • Type:
  • Required: Yes

ActivationState

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

CreationTime

  • Type:
  • Required: Yes

CreatedBy

  • Type:
  • Required: Yes

LastModifiedTime

  • Type:
  • Required: Yes

LastModifiedBy

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeContextRequest

ContextName

  • Type:
  • Required: Yes

DescribeContextResponse

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

DescribeDataQualityJobDefinitionRequest

JobDefinitionName

  • Type:
  • Required: Yes

DescribeDataQualityJobDefinitionResponse

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

DescribeDeviceFleetRequest

DeviceFleetName

  • Type:
  • Required: Yes

DescribeDeviceFleetResponse

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

DescribeDeviceRequest

DeviceName

  • Type:
  • Required: Yes

DeviceFleetName

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

DescribeDeviceResponse

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.sagemaker_classes.EdgeModel]
  • Required: Yes

MaxModels

  • Type:
  • Required: Yes

AgentVersion

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

DescribeDomainRequest

DomainId

  • Type:
  • Required: Yes

DescribeDomainResponse

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

TagPropagation

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

DefaultSpaceSettings

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeEdgeDeploymentPlanRequest

EdgeDeploymentPlanName

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

DescribeEdgeDeploymentPlanResponse

EdgeDeploymentPlanArn

  • Type:
  • Required: Yes

EdgeDeploymentPlanName

  • Type:
  • Required: Yes

ModelConfigs

  • Type: typing.List[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.EdgeDeploymentModelConfig]
  • 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.sagemaker_classes.DeploymentStageStatusSummary]
  • Required: Yes

CreationTime

  • Type:
  • Required: Yes

LastModifiedTime

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

DescribeEdgePackagingJobRequest

EdgePackagingJobName

  • Type:
  • Required: Yes

DescribeEdgePackagingJobResponse

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

DescribeEndpointConfigInput

EndpointConfigName

  • Type:
  • Required: Yes

DescribeEndpointConfigOutput

EndpointConfigName

  • Type:
  • Required: Yes

EndpointConfigArn

  • Type:
  • Required: Yes

ProductionVariants

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

ExecutionRoleArn

  • Type:
  • Required: Yes

VpcConfig

  • Type:
  • Required: Yes

EnableNetworkIsolation

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeEndpointInput

EndpointName

  • Type:
  • Required: Yes

DescribeEndpointInputWait

EndpointName

  • Type:
  • Required: Yes

WaiterConfig

  • Type:

DescribeEndpointInputWaitExtra

EndpointName

  • Type:
  • Required: Yes

WaiterConfig

  • Type:

DescribeEndpointOutput

EndpointName

  • Type:
  • Required: Yes

EndpointArn

  • Type:
  • Required: Yes

EndpointConfigName

  • Type:
  • Required: Yes

ProductionVariants

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

ResponseMetadata

  • Type:
  • Required: Yes

DescribeExperimentRequest

ExperimentName

  • Type:
  • Required: Yes

DescribeExperimentResponse

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

DescribeFeatureGroupRequest

FeatureGroupName

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

DescribeFeatureGroupResponse

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.sagemaker_classes.FeatureDefinition]
  • 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

DescribeFeatureMetadataRequest

FeatureGroupName

  • Type:
  • Required: Yes

FeatureName

  • Type:
  • Required: Yes

DescribeFeatureMetadataResponse

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.sagemaker_classes.FeatureParameter]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeFlowDefinitionRequest

FlowDefinitionName

  • Type:
  • Required: Yes

DescribeFlowDefinitionResponse

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

DescribeHubContentRequest

HubName

  • Type:
  • Required: Yes

HubContentType

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

HubContentName

  • Type:
  • Required: Yes

HubContentVersion

  • Type: typing.Optional[str]

DescribeHubContentResponse

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', 'Restricted', 'Supported']
  • Required: Yes

HubContentSearchKeywords

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

HubContentDependencies

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

HubContentStatus

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

FailureReason

  • Type:
  • Required: Yes

CreationTime

  • Type:
  • Required: Yes

LastModifiedTime

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeHubRequest

HubName

  • Type:
  • Required: Yes

DescribeHubResponse

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

DescribeHumanTaskUiRequest

HumanTaskUiName

  • Type:
  • Required: Yes

DescribeHumanTaskUiResponse

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

DescribeHyperParameterTuningJobRequest

HyperParameterTuningJobName

  • Type:
  • Required: Yes

DescribeHyperParameterTuningJobResponse

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.sagemaker_classes.HyperParameterTrainingJobDefinitionOutput]
  • 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

DescribeImageRequest

ImageName

  • Type:
  • Required: Yes

DescribeImageRequestWait

ImageName

  • Type:
  • Required: Yes

WaiterConfig

  • Type:

DescribeImageRequestWaitExtra

ImageName

  • Type:
  • Required: Yes

WaiterConfig

  • Type:

DescribeImageRequestWaitExtraExtra

ImageName

  • Type:
  • Required: Yes

WaiterConfig

  • Type:

DescribeImageResponse

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

DescribeImageVersionRequest

ImageName

  • Type:
  • Required: Yes

Version

  • Type: typing.Optional[int]

Alias

  • Type: typing.Optional[str]

DescribeImageVersionRequestWait

ImageName

  • Type:
  • Required: Yes

Version

  • Type: typing.Optional[int]

Alias

  • Type: typing.Optional[str]

WaiterConfig

  • Type:

DescribeImageVersionRequestWaitExtra

ImageName

  • Type:
  • Required: Yes

Version

  • Type: typing.Optional[int]

Alias

  • Type: typing.Optional[str]

WaiterConfig

  • Type:

DescribeImageVersionResponse

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

DescribeInferenceComponentInput

InferenceComponentName

  • Type:
  • Required: Yes

DescribeInferenceComponentOutput

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

LastDeploymentConfig

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeInferenceExperimentRequest

Name

  • Type:
  • Required: Yes

DescribeInferenceExperimentResponse

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.sagemaker_classes.ModelVariantConfigSummary]
  • Required: Yes

DataStorageConfig

  • Type:
  • Required: Yes

ShadowModeConfig

  • Type:
  • Required: Yes

KmsKey

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeInferenceRecommendationsJobRequest

JobName

  • Type:
  • Required: Yes

DescribeInferenceRecommendationsJobResponse

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.sagemaker_classes.InferenceRecommendation]
  • Required: Yes

EndpointPerformances

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

ResponseMetadata

  • Type:
  • Required: Yes

DescribeLabelingJobRequest

LabelingJobName

  • Type:
  • Required: Yes

DescribeLabelingJobResponse

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.sagemaker_classes.Tag]
  • Required: Yes

LabelingJobOutput

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeLineageGroupRequest

LineageGroupName

  • Type:
  • Required: Yes

DescribeLineageGroupResponse

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

DescribeMlflowTrackingServerRequest

TrackingServerName

  • Type:
  • Required: Yes

DescribeMlflowTrackingServerResponse

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

DescribeModelBiasJobDefinitionRequest

JobDefinitionName

  • Type:
  • Required: Yes

DescribeModelBiasJobDefinitionResponse

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

DescribeModelCardExportJobRequest

ModelCardExportJobArn

  • Type:
  • Required: Yes

DescribeModelCardExportJobResponse

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

DescribeModelCardRequest

ModelCardName

  • Type:
  • Required: Yes

ModelCardVersion

  • Type: typing.Optional[int]

DescribeModelCardResponse

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

DescribeModelExplainabilityJobDefinitionRequest

JobDefinitionName

  • Type:
  • Required: Yes

DescribeModelExplainabilityJobDefinitionResponse

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

DescribeModelInput

ModelName

  • Type:
  • Required: Yes

DescribeModelOutput

ModelName

  • Type:
  • Required: Yes

PrimaryContainer

  • Type:
  • Required: Yes

Containers

  • Type: typing.List[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ContainerDefinitionOutput]
  • 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

DescribeModelPackageGroupInput

ModelPackageGroupName

  • Type:
  • Required: Yes

DescribeModelPackageGroupOutput

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

DescribeModelPackageInput

ModelPackageName

  • Type:
  • Required: Yes

DescribeModelPackageOutput

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.sagemaker_classes.AdditionalInferenceSpecificationDefinitionOutput]
  • Required: Yes

SkipModelValidation

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

SourceUri

  • Type:
  • Required: Yes

SecurityConfig

  • Type:
  • Required: Yes

ModelCard

  • Type:
  • Required: Yes

ModelLifeCycle

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeModelQualityJobDefinitionRequest

JobDefinitionName

  • Type:
  • Required: Yes

DescribeModelQualityJobDefinitionResponse

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

DescribeMonitoringScheduleRequest

MonitoringScheduleName

  • Type:
  • Required: Yes

DescribeMonitoringScheduleResponse

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

DescribeNotebookInstanceInput

NotebookInstanceName

  • Type:
  • Required: Yes

DescribeNotebookInstanceInputWait

NotebookInstanceName

  • Type:
  • Required: Yes

WaiterConfig

  • Type:

DescribeNotebookInstanceInputWaitExtra

NotebookInstanceName

  • Type:
  • Required: Yes

WaiterConfig

  • Type:

DescribeNotebookInstanceInputWaitExtraExtra

NotebookInstanceName

  • Type:
  • Required: Yes

WaiterConfig

  • Type:

DescribeNotebookInstanceLifecycleConfigInput

NotebookInstanceLifecycleConfigName

  • Type:
  • Required: Yes

DescribeNotebookInstanceLifecycleConfigOutput

NotebookInstanceLifecycleConfigArn

  • Type:
  • Required: Yes

NotebookInstanceLifecycleConfigName

  • Type:
  • Required: Yes

OnCreate

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

OnStart

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

LastModifiedTime

  • Type:
  • Required: Yes

CreationTime

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeNotebookInstanceOutput

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.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.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', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']
  • 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

DescribeOptimizationJobRequest

OptimizationJobName

  • Type:
  • Required: Yes

DescribeOptimizationJobResponse

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.sagemaker_classes.OptimizationConfigOutput]
  • 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

DescribePartnerAppRequest

Arn

  • Type:
  • Required: Yes

DescribePartnerAppResponse

Arn

  • Type:
  • Required: Yes

Name

  • Type:
  • Required: Yes

Type

  • Type: typing.Literal['comet', 'deepchecks-llm-evaluation', 'fiddler', 'lakera-guard']
  • Required: Yes

Status

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

CreationTime

  • Type:
  • Required: Yes

ExecutionRoleArn

  • Type:
  • Required: Yes

BaseUrl

  • Type:
  • Required: Yes

MaintenanceConfig

  • Type:
  • Required: Yes

Tier

  • Type:
  • Required: Yes

Version

  • Type:
  • Required: Yes

ApplicationConfig

  • Type:
  • Required: Yes

AuthType

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

EnableIamSessionBasedIdentity

  • Type:
  • Required: Yes

Error

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribePipelineDefinitionForExecutionRequest

PipelineExecutionArn

  • Type:
  • Required: Yes

DescribePipelineDefinitionForExecutionResponse

PipelineDefinition

  • Type:
  • Required: Yes

CreationTime

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribePipelineExecutionRequest

PipelineExecutionArn

  • Type:
  • Required: Yes

DescribePipelineExecutionResponse

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

DescribePipelineRequest

PipelineName

  • Type:
  • Required: Yes

DescribePipelineResponse

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

DescribeProcessingJobRequest

ProcessingJobName

  • Type:
  • Required: Yes

DescribeProcessingJobRequestWait

ProcessingJobName

  • Type:
  • Required: Yes

WaiterConfig

  • Type:

DescribeProcessingJobResponse

ProcessingInputs

  • Type: typing.List[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProcessingInput]
  • 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

DescribeProjectInput

ProjectName

  • Type:
  • Required: Yes

DescribeProjectOutput

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

DescribeSpaceRequest

DomainId

  • Type:
  • Required: Yes

SpaceName

  • Type:
  • Required: Yes

DescribeSpaceResponse

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

DescribeStudioLifecycleConfigRequest

StudioLifecycleConfigName

  • Type:
  • Required: Yes

DescribeStudioLifecycleConfigResponse

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

DescribeSubscribedWorkteamRequest

WorkteamArn

  • Type:
  • Required: Yes

DescribeSubscribedWorkteamResponse

SubscribedWorkteam

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeTrainingJobRequest

TrainingJobName

  • Type:
  • Required: Yes

DescribeTrainingJobRequestWait

TrainingJobName

  • Type:
  • Required: Yes

WaiterConfig

  • Type:

DescribeTrainingJobResponse

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.sagemaker_classes.ChannelOutput]
  • 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.sagemaker_classes.SecondaryStatusTransition]
  • Required: Yes

FinalMetricDataList

  • Type: typing.List[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MetricData]
  • 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.sagemaker_classes.DebugRuleConfigurationOutput]
  • Required: Yes

TensorBoardOutputConfig

  • Type:
  • Required: Yes

DebugRuleEvaluationStatuses

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

ProfilerConfig

  • Type:
  • Required: Yes

ProfilerRuleConfigurations

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

ProfilerRuleEvaluationStatuses

  • Type: typing.List[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProfilerRuleEvaluationStatus]
  • 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

DescribeTrainingPlanRequest

TrainingPlanName

  • Type:
  • Required: Yes

DescribeTrainingPlanResponse

TrainingPlanArn

  • Type:
  • Required: Yes

TrainingPlanName

  • Type:
  • Required: Yes

Status

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

StatusMessage

  • Type:
  • Required: Yes

DurationHours

  • Type:
  • Required: Yes

DurationMinutes

  • Type:
  • Required: Yes

StartTime

  • Type:
  • Required: Yes

EndTime

  • Type:
  • Required: Yes

UpfrontFee

  • Type:
  • Required: Yes

CurrencyCode

  • Type:
  • Required: Yes

TotalInstanceCount

  • Type:
  • Required: Yes

AvailableInstanceCount

  • Type:
  • Required: Yes

InUseInstanceCount

  • Type:
  • Required: Yes

TargetResources

  • Type: typing.List[typing.Literal['hyperpod-cluster', 'training-job']]
  • Required: Yes

ReservedCapacitySummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

DescribeTransformJobRequest

TransformJobName

  • Type:
  • Required: Yes

DescribeTransformJobRequestWait

TransformJobName

  • Type:
  • Required: Yes

WaiterConfig

  • Type:

DescribeTransformJobResponse

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

DescribeTrialComponentRequest

TrialComponentName

  • Type:
  • Required: Yes

DescribeTrialComponentResponse

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.sagemaker_classes.TrialComponentParameterValue]
  • Required: Yes

InputArtifacts

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

OutputArtifacts

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

MetadataProperties

  • Type:
  • Required: Yes

Metrics

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

LineageGroupArn

  • Type:
  • Required: Yes

Sources

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

ResponseMetadata

  • Type:
  • Required: Yes

DescribeTrialRequest

TrialName

  • Type:
  • Required: Yes

DescribeTrialResponse

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

DescribeUserProfileRequest

DomainId

  • Type:
  • Required: Yes

UserProfileName

  • Type:
  • Required: Yes

DescribeUserProfileResponse

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

DescribeWorkforceRequest

WorkforceName

  • Type:
  • Required: Yes

DescribeWorkforceResponse

Workforce

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DescribeWorkteamRequest

WorkteamName

  • Type:
  • Required: Yes

DescribeWorkteamResponse

Workteam

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DesiredWeightAndCapacity

VariantName

  • Type:
  • Required: Yes

DesiredWeight

  • Type: typing.Optional[float]

DesiredInstanceCount

  • Type: typing.Optional[int]

ServerlessUpdateConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProductionVariantServerlessUpdateConfig]

Device

DeviceName

  • Type:
  • Required: Yes

Description

  • Type: typing.Optional[str]

IotThingName

  • Type: typing.Optional[str]

DeviceDeploymentSummary

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]

DeviceFleetSummary

DeviceFleetArn

  • Type:
  • Required: Yes

DeviceFleetName

  • Type:
  • Required: Yes

CreationTime

  • Type: typing.Optional[datetime.datetime]

LastModifiedTime

  • Type: typing.Optional[datetime.datetime]

DeviceSelectionConfig

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]

DeviceSelectionConfigOutput

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]

DeviceStats

ConnectedDeviceCount

  • Type:
  • Required: Yes

RegisteredDeviceCount

  • Type:
  • Required: Yes

DeviceSummary

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.sagemaker_classes.EdgeModelSummary]]

AgentVersion

  • Type: typing.Optional[str]

DirectDeploySettings

Status

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

DisassociateTrialComponentRequest

TrialComponentName

  • Type:
  • Required: Yes

TrialName

  • Type:
  • Required: Yes

DisassociateTrialComponentResponse

TrialComponentArn

  • Type:
  • Required: Yes

TrialArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DockerSettings

EnableDockerAccess

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

VpcOnlyTrustedAccounts

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

DockerSettingsOutput

EnableDockerAccess

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

VpcOnlyTrustedAccounts

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

DomainDetails

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]

DomainSettings

SecurityGroupIds

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

RStudioServerProDomainSettings

  • Type:

ExecutionRoleIdentityConfig

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

DockerSettings

  • Type:

AmazonQSettings

  • Type:

DomainSettingsForUpdate

RStudioServerProDomainSettingsForUpdate

  • Type:

ExecutionRoleIdentityConfig

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

SecurityGroupIds

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

DockerSettings

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DockerSettings, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DockerSettingsOutput, NoneType]

AmazonQSettings

  • Type:

DomainSettingsOutput

SecurityGroupIds

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

RStudioServerProDomainSettings

  • Type:

ExecutionRoleIdentityConfig

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

DockerSettings

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DockerSettingsOutput]

AmazonQSettings

  • Type:

DriftCheckBaselines

Bias

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DriftCheckBias]

Explainability

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DriftCheckExplainability]

ModelQuality

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DriftCheckModelQuality]

ModelDataQuality

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DriftCheckModelDataQuality]

DriftCheckBias

ConfigFile

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.FileSource]

PreTrainingConstraints

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MetricsSource]

PostTrainingConstraints

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MetricsSource]

DriftCheckExplainability

Constraints

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MetricsSource]

ConfigFile

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.FileSource]

DriftCheckModelDataQuality

Statistics

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MetricsSource]

Constraints

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MetricsSource]

DriftCheckModelQuality

Statistics

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MetricsSource]

Constraints

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MetricsSource]

DynamicScalingConfiguration

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.sagemaker_classes.ScalingPolicy]]

EFSFileSystem

FileSystemId

  • Type:
  • Required: Yes

EFSFileSystemConfig

FileSystemId

  • Type:
  • Required: Yes

FileSystemPath

  • Type: typing.Optional[str]

EMRStepMetadata

ClusterId

  • Type: typing.Optional[str]

StepId

  • Type: typing.Optional[str]

StepName

  • Type: typing.Optional[str]

LogFilePath

  • Type: typing.Optional[str]

EbsStorageSettings

EbsVolumeSizeInGb

  • Type:
  • Required: Yes

Edge

SourceArn

  • Type: typing.Optional[str]

DestinationArn

  • Type: typing.Optional[str]

AssociationType

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

EdgeDeploymentConfig

FailureHandlingPolicy

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

EdgeDeploymentModelConfig

ModelHandle

  • Type:
  • Required: Yes

EdgePackagingJobName

  • Type:
  • Required: Yes

EdgeDeploymentPlanSummary

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]

EdgeDeploymentStatus

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]

EdgeModel

ModelName

  • Type:
  • Required: Yes

ModelVersion

  • Type:
  • Required: Yes

LatestSampleTime

  • Type: typing.Optional[datetime.datetime]

LatestInference

  • Type: typing.Optional[datetime.datetime]

EdgeModelStat

ModelName

  • Type:
  • Required: Yes

ModelVersion

  • Type:
  • Required: Yes

OfflineDeviceCount

  • Type:
  • Required: Yes

ConnectedDeviceCount

  • Type:
  • Required: Yes

ActiveDeviceCount

  • Type:
  • Required: Yes

SamplingDeviceCount

  • Type:
  • Required: Yes

EdgeModelSummary

ModelName

  • Type:
  • Required: Yes

ModelVersion

  • Type:
  • Required: Yes

EdgeOutputConfig

S3OutputLocation

  • Type:
  • Required: Yes

KmsKeyId

  • Type: typing.Optional[str]

PresetDeploymentType

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

PresetDeploymentConfig

  • Type: typing.Optional[str]

EdgePackagingJobSummary

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]

EdgePresetDeploymentOutput

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]

EmptyResponseMetadata

ResponseMetadata

  • Type:
  • Required: Yes

EmrServerlessComputeConfig

ExecutionRoleARN

  • Type:
  • Required: Yes

EmrServerlessSettings

ExecutionRoleArn

  • Type: typing.Optional[str]

Status

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

EmrSettings

AssumableRoleArns

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

ExecutionRoleArns

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

EmrSettingsOutput

AssumableRoleArns

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

ExecutionRoleArns

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

Endpoint

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.sagemaker_classes.ProductionVariantSummary]]

DataCaptureConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DataCaptureConfigSummary]

FailureReason

  • Type: typing.Optional[str]

MonitoringSchedules

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

Tags

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

ShadowProductionVariants

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

EndpointConfigStepMetadata

Arn

  • Type: typing.Optional[str]

EndpointConfigSummary

EndpointConfigName

  • Type:
  • Required: Yes

EndpointConfigArn

  • Type:
  • Required: Yes

CreationTime

  • Type:
  • Required: Yes

EndpointInfo

EndpointName

  • Type: typing.Optional[str]

EndpointInput

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]

EndpointInputConfiguration

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.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.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.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.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.p5e.48xlarge', 'ml.p5en.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.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', 'ml.r8g.12xlarge', 'ml.r8g.16xlarge', 'ml.r8g.24xlarge', 'ml.r8g.2xlarge', 'ml.r8g.48xlarge', 'ml.r8g.4xlarge', 'ml.r8g.8xlarge', 'ml.r8g.large', 'ml.r8g.medium', 'ml.r8g.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge', 'ml.trn2.48xlarge']]

ServerlessConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProductionVariantServerlessConfig]

InferenceSpecificationName

  • Type: typing.Optional[str]

EnvironmentParameterRanges

  • Type:

EndpointInputConfigurationOutput

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.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.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.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.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.p5e.48xlarge', 'ml.p5en.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.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', 'ml.r8g.12xlarge', 'ml.r8g.16xlarge', 'ml.r8g.24xlarge', 'ml.r8g.2xlarge', 'ml.r8g.48xlarge', 'ml.r8g.4xlarge', 'ml.r8g.8xlarge', 'ml.r8g.large', 'ml.r8g.medium', 'ml.r8g.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge', 'ml.trn2.48xlarge']]

ServerlessConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProductionVariantServerlessConfig]

InferenceSpecificationName

  • Type: typing.Optional[str]

EnvironmentParameterRanges

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.EnvironmentParameterRangesOutput]

EndpointMetadata

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]

EndpointOutputConfiguration

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.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.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.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.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.p5e.48xlarge', 'ml.p5en.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.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', 'ml.r8g.12xlarge', 'ml.r8g.16xlarge', 'ml.r8g.24xlarge', 'ml.r8g.2xlarge', 'ml.r8g.48xlarge', 'ml.r8g.4xlarge', 'ml.r8g.8xlarge', 'ml.r8g.large', 'ml.r8g.medium', 'ml.r8g.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge', 'ml.trn2.48xlarge']]

InitialInstanceCount

  • Type: typing.Optional[int]

ServerlessConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProductionVariantServerlessConfig]

EndpointPerformance

Metrics

  • Type:
  • Required: Yes

EndpointInfo

  • Type:
  • Required: Yes

EndpointStepMetadata

Arn

  • Type: typing.Optional[str]

EndpointSummary

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

EnvironmentParameter

Key

  • Type:
  • Required: Yes

ValueType

  • Type:
  • Required: Yes

Value

  • Type:
  • Required: Yes

EnvironmentParameterRanges

CategoricalParameterRanges

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

EnvironmentParameterRangesOutput

CategoricalParameterRanges

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

ErrorInfo

Code

  • Type: typing.Optional[str]

Reason

  • Type: typing.Optional[str]

Experiment

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.sagemaker_classes.ExperimentSource]

Description

  • Type: typing.Optional[str]

CreationTime

  • Type: typing.Optional[datetime.datetime]

CreatedBy

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.UserContext]

LastModifiedTime

  • Type: typing.Optional[datetime.datetime]

LastModifiedBy

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.UserContext]

Tags

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

ExperimentConfig

ExperimentName

  • Type: typing.Optional[str]

TrialName

  • Type: typing.Optional[str]

TrialComponentDisplayName

  • Type: typing.Optional[str]

RunName

  • Type: typing.Optional[str]

ExperimentSource

SourceArn

  • Type:
  • Required: Yes

SourceType

  • Type: typing.Optional[str]

ExperimentSummary

ExperimentArn

  • Type: typing.Optional[str]

ExperimentName

  • Type: typing.Optional[str]

DisplayName

  • Type: typing.Optional[str]

ExperimentSource

  • Type:

CreationTime

  • Type: typing.Optional[datetime.datetime]

LastModifiedTime

  • Type: typing.Optional[datetime.datetime]

Explainability

Report

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MetricsSource]

ExplainerConfig

ClarifyExplainerConfig

  • Type:

ExplainerConfigOutput

ClarifyExplainerConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ClarifyExplainerConfigOutput]

FSxLustreFileSystem

FileSystemId

  • Type:
  • Required: Yes

FSxLustreFileSystemConfig

FileSystemId

  • Type:
  • Required: Yes

FileSystemPath

  • Type: typing.Optional[str]

FailStepMetadata

ErrorMessage

  • Type: typing.Optional[str]

FeatureDefinition

FeatureName

  • Type:
  • Required: Yes

FeatureType

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

CollectionType

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

CollectionConfig

  • Type:

FeatureGroup

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.sagemaker_classes.FeatureDefinition]]

CreationTime

  • Type: typing.Optional[datetime.datetime]

LastModifiedTime

  • Type: typing.Optional[datetime.datetime]

OnlineStoreConfig

  • Type:

OfflineStoreConfig

  • Type:

RoleArn

  • Type: typing.Optional[str]

FeatureGroupStatus

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

OfflineStoreStatus

  • Type:

LastUpdateStatus

  • Type:

FailureReason

  • Type: typing.Optional[str]

Description

  • Type: typing.Optional[str]

Tags

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

FeatureGroupSummary

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:

FeatureMetadata

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.sagemaker_classes.FeatureParameter]]

FeatureParameter

Key

  • Type: typing.Optional[str]

Value

  • Type: typing.Optional[str]

FileSource

S3Uri

  • Type:
  • Required: Yes

ContentType

  • Type: typing.Optional[str]

ContentDigest

  • Type: typing.Optional[str]

FileSystemConfig

MountPath

  • Type: typing.Optional[str]

DefaultUid

  • Type: typing.Optional[int]

DefaultGid

  • Type: typing.Optional[int]

FileSystemDataSource

FileSystemId

  • Type:
  • Required: Yes

FileSystemAccessMode

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

FileSystemType

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

DirectoryPath

  • Type:
  • Required: Yes

Filter

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]

FinalAutoMLJobObjectiveMetric

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']]

FinalHyperParameterTuningJobObjectiveMetric

MetricName

  • Type:
  • Required: Yes

Value

  • Type:
  • Required: Yes

Type

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

FlowDefinitionOutputConfig

S3OutputPath

  • Type:
  • Required: Yes

KmsKeyId

  • Type: typing.Optional[str]

FlowDefinitionSummary

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]

GenerativeAiSettings

AmazonBedrockRoleArn

  • Type: typing.Optional[str]

GetDeviceFleetReportRequest

DeviceFleetName

  • Type:
  • Required: Yes

GetDeviceFleetReportResponse

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.sagemaker_classes.AgentVersion]
  • Required: Yes

ModelStats

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

ResponseMetadata

  • Type:
  • Required: Yes

GetLineageGroupPolicyRequest

LineageGroupName

  • Type:
  • Required: Yes

GetLineageGroupPolicyResponse

LineageGroupArn

  • Type:
  • Required: Yes

ResourcePolicy

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

GetModelPackageGroupPolicyInput

ModelPackageGroupName

  • Type:
  • Required: Yes

GetModelPackageGroupPolicyOutput

ResourcePolicy

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

GetSagemakerServicecatalogPortfolioStatusOutput

Status

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

ResponseMetadata

  • Type:
  • Required: Yes

GetScalingConfigurationRecommendationRequest

InferenceRecommendationsJobName

  • Type:
  • Required: Yes

RecommendationId

  • Type: typing.Optional[str]

EndpointName

  • Type: typing.Optional[str]

TargetCpuUtilizationPerCore

  • Type: typing.Optional[int]

ScalingPolicyObjective

  • Type:

GetScalingConfigurationRecommendationResponse

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

GetSearchSuggestionsRequest

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:

GetSearchSuggestionsResponse

PropertyNameSuggestions

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

ResponseMetadata

  • Type:
  • Required: Yes

GitConfig

RepositoryUrl

  • Type:
  • Required: Yes

Branch

  • Type: typing.Optional[str]

SecretArn

  • Type: typing.Optional[str]

GitConfigForUpdate

SecretArn

  • Type: typing.Optional[str]

HiddenSageMakerImage

SageMakerImageName

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

VersionAliases

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

HiddenSageMakerImageOutput

SageMakerImageName

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

VersionAliases

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

HolidayConfigAttributes

CountryCode

  • Type: typing.Optional[str]

HubAccessConfig

HubContentArn

  • Type:
  • Required: Yes

HubContentDependency

DependencyOriginPath

  • Type: typing.Optional[str]

DependencyCopyPath

  • Type: typing.Optional[str]

HubContentInfo

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', 'Restricted', 'Supported']]

HubContentSearchKeywords

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

OriginalCreationTime

  • Type: typing.Optional[datetime.datetime]

HubInfo

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]]

HubS3StorageConfig

S3OutputPath

  • Type: typing.Optional[str]

HumanLoopActivationConditionsConfig

HumanLoopActivationConditions

  • Type:
  • Required: Yes

HumanLoopActivationConfig

HumanLoopActivationConditionsConfig

  • Type:
  • Required: Yes

HumanLoopConfig

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:

HumanLoopConfigOutput

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:

HumanLoopRequestSource

AwsManagedHumanLoopRequestSource

  • Type: typing.Literal['AWS/Rekognition/DetectModerationLabels/Image/V3', 'AWS/Textract/AnalyzeDocument/Forms/V1']
  • Required: Yes

HumanTaskConfig

WorkteamArn

  • Type:
  • Required: Yes

UiConfig

  • Type:
  • Required: Yes

TaskTitle

  • Type:
  • Required: Yes

TaskDescription

  • Type:
  • Required: Yes

NumberOfHumanWorkersPerDataObject

  • Type:
  • Required: Yes

TaskTimeLimitInSeconds

  • Type:
  • Required: Yes

PreHumanTaskLambdaArn

  • Type: typing.Optional[str]

TaskKeywords

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

TaskAvailabilityLifetimeInSeconds

  • Type: typing.Optional[int]

MaxConcurrentTaskCount

  • Type: typing.Optional[int]

AnnotationConsolidationConfig

  • Type:

PublicWorkforceTaskPrice

  • Type:

HumanTaskConfigOutput

WorkteamArn

  • Type:
  • Required: Yes

UiConfig

  • Type:
  • Required: Yes

TaskTitle

  • Type:
  • Required: Yes

TaskDescription

  • Type:
  • Required: Yes

NumberOfHumanWorkersPerDataObject

  • Type:
  • Required: Yes

TaskTimeLimitInSeconds

  • Type:
  • Required: Yes

PreHumanTaskLambdaArn

  • Type: typing.Optional[str]

TaskKeywords

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

TaskAvailabilityLifetimeInSeconds

  • Type: typing.Optional[int]

MaxConcurrentTaskCount

  • Type: typing.Optional[int]

AnnotationConsolidationConfig

  • Type:

PublicWorkforceTaskPrice

  • Type:

HumanTaskUiSummary

HumanTaskUiName

  • Type:
  • Required: Yes

HumanTaskUiArn

  • Type:
  • Required: Yes

CreationTime

  • Type:
  • Required: Yes

HyperParameterAlgorithmSpecification

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.sagemaker_classes.MetricDefinition]]

HyperParameterAlgorithmSpecificationOutput

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.sagemaker_classes.MetricDefinition]]

HyperParameterSpecification

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.sagemaker_classes.ParameterRange]

IsTunable

  • Type: typing.Optional[bool]

IsRequired

  • Type: typing.Optional[bool]

DefaultValue

  • Type: typing.Optional[str]

HyperParameterSpecificationOutput

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.sagemaker_classes.ParameterRangeOutput]

IsTunable

  • Type: typing.Optional[bool]

IsRequired

  • Type: typing.Optional[bool]

DefaultValue

  • Type: typing.Optional[str]

HyperParameterTrainingJobDefinition

AlgorithmSpecification

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HyperParameterAlgorithmSpecification, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HyperParameterAlgorithmSpecificationOutput]
  • 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.sagemaker_classes.HyperParameterTuningJobObjective]

HyperParameterRanges

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ParameterRanges, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ParameterRangesOutput, NoneType]

StaticHyperParameters

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

InputDataConfig

  • Type: typing.Optional[typing.List[typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.Channel, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ChannelOutput]]]

VpcConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.VpcConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.VpcConfigOutput, NoneType]

ResourceConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ResourceConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ResourceConfigOutput, NoneType]

HyperParameterTuningResourceConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HyperParameterTuningResourceConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HyperParameterTuningResourceConfigOutput, NoneType]

EnableNetworkIsolation

  • Type: typing.Optional[bool]

EnableInterContainerTrafficEncryption

  • Type: typing.Optional[bool]

EnableManagedSpotTraining

  • Type: typing.Optional[bool]

CheckpointConfig

  • Type:

RetryStrategy

  • Type:

Environment

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

HyperParameterTrainingJobDefinitionOutput

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.sagemaker_classes.HyperParameterTuningJobObjective]

HyperParameterRanges

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ParameterRangesOutput]

StaticHyperParameters

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

InputDataConfig

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

VpcConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.VpcConfigOutput]

ResourceConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ResourceConfigOutput]

HyperParameterTuningResourceConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HyperParameterTuningResourceConfigOutput]

EnableNetworkIsolation

  • Type: typing.Optional[bool]

EnableInterContainerTrafficEncryption

  • Type: typing.Optional[bool]

EnableManagedSpotTraining

  • Type: typing.Optional[bool]

CheckpointConfig

  • Type:

RetryStrategy

  • Type:

Environment

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

HyperParameterTrainingJobSummary

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:

ObjectiveStatus

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

HyperParameterTuningInstanceConfig

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.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.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.p5e.48xlarge', 'ml.p5en.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.r5d.12xlarge', 'ml.r5d.16xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.8xlarge', 'ml.r5d.large', 'ml.r5d.xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge', 'ml.trn2.48xlarge']
  • Required: Yes

InstanceCount

  • Type:
  • Required: Yes

VolumeSizeInGB

  • Type:
  • Required: Yes

HyperParameterTuningJobCompletionDetails

NumberOfTrainingJobsObjectiveNotImproving

  • Type: typing.Optional[int]

ConvergenceDetectedTime

  • Type: typing.Optional[datetime.datetime]

HyperParameterTuningJobConfig

Strategy

  • Type: typing.Literal['Bayesian', 'Grid', 'Hyperband', 'Random']
  • Required: Yes

ResourceLimits

  • Type:
  • Required: Yes

StrategyConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HyperParameterTuningJobStrategyConfig]

HyperParameterTuningJobObjective

  • Type:

ParameterRanges

  • Type:

TrainingJobEarlyStoppingType

  • Type: typing.Optional[typing.Literal['Auto', 'Off']]

TuningJobCompletionCriteria

  • Type:

RandomSeed

  • Type: typing.Optional[int]

HyperParameterTuningJobConfigOutput

Strategy

  • Type: typing.Literal['Bayesian', 'Grid', 'Hyperband', 'Random']
  • Required: Yes

ResourceLimits

  • Type:
  • Required: Yes

StrategyConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HyperParameterTuningJobStrategyConfig]

HyperParameterTuningJobObjective

  • Type:

ParameterRanges

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ParameterRangesOutput]

TrainingJobEarlyStoppingType

  • Type: typing.Optional[typing.Literal['Auto', 'Off']]

TuningJobCompletionCriteria

  • Type:

RandomSeed

  • Type: typing.Optional[int]

HyperParameterTuningJobConsumedResources

RuntimeInSeconds

  • Type: typing.Optional[int]

HyperParameterTuningJobObjective

Type

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

MetricName

  • Type:
  • Required: Yes

HyperParameterTuningJobSearchEntity

HyperParameterTuningJobName

  • Type: typing.Optional[str]

HyperParameterTuningJobArn

  • Type: typing.Optional[str]

HyperParameterTuningJobConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HyperParameterTuningJobConfigOutput]

TrainingJobDefinition

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HyperParameterTrainingJobDefinitionOutput]

TrainingJobDefinitions

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

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:

ObjectiveStatusCounters

  • Type:

BestTrainingJob

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HyperParameterTrainingJobSummary]

OverallBestTrainingJob

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HyperParameterTrainingJobSummary]

WarmStartConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HyperParameterTuningJobWarmStartConfigOutput]

FailureReason

  • Type: typing.Optional[str]

TuningJobCompletionDetails

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HyperParameterTuningJobCompletionDetails]

ConsumedResources

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HyperParameterTuningJobConsumedResources]

Tags

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

HyperParameterTuningJobStrategyConfig

HyperbandStrategyConfig

  • Type:

HyperParameterTuningJobSummary

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:

HyperParameterTuningJobWarmStartConfig

ParentHyperParameterTuningJobs

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

WarmStartType

  • Type: typing.Literal['IdenticalDataAndAlgorithm', 'TransferLearning']
  • Required: Yes

HyperParameterTuningJobWarmStartConfigOutput

ParentHyperParameterTuningJobs

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

WarmStartType

  • Type: typing.Literal['IdenticalDataAndAlgorithm', 'TransferLearning']
  • Required: Yes

HyperParameterTuningResourceConfig

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.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.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.p5e.48xlarge', 'ml.p5en.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.r5d.12xlarge', 'ml.r5d.16xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.8xlarge', 'ml.r5d.large', 'ml.r5d.xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge', 'ml.trn2.48xlarge']]

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.sagemaker_classes.HyperParameterTuningInstanceConfig]]

HyperParameterTuningResourceConfigOutput

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.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.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.p5e.48xlarge', 'ml.p5en.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.r5d.12xlarge', 'ml.r5d.16xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.8xlarge', 'ml.r5d.large', 'ml.r5d.xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge', 'ml.trn2.48xlarge']]

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.sagemaker_classes.HyperParameterTuningInstanceConfig]]

HyperbandStrategyConfig

MinResource

  • Type: typing.Optional[int]

MaxResource

  • Type: typing.Optional[int]

IamIdentity

Arn

  • Type: typing.Optional[str]

PrincipalId

  • Type: typing.Optional[str]

SourceIdentity

  • Type: typing.Optional[str]

IamPolicyConstraints

SourceIp

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

VpcSourceIp

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

IdentityProviderOAuthSetting

DataSourceName

  • Type: typing.Optional[typing.Literal['SalesforceGenie', 'Snowflake']]

Status

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

SecretArn

  • Type: typing.Optional[str]

IdleSettings

LifecycleManagement

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

IdleTimeoutInMinutes

  • Type: typing.Optional[int]

MinIdleTimeoutInMinutes

  • Type: typing.Optional[int]

MaxIdleTimeoutInMinutes

  • Type: typing.Optional[int]

Image

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]

ImageClassificationJobConfig

CompletionCriteria

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLJobCompletionCriteria]

ImageConfig

RepositoryAccessMode

  • Type: typing.Literal['Platform', 'Vpc']
  • Required: Yes

RepositoryAuthConfig

  • Type:

ImageVersion

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]

ImportHubContentRequest

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]

SupportStatus

  • Type: typing.Optional[typing.Literal['Deprecated', 'Restricted', 'Supported']]

HubContentSearchKeywords

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

Tags

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

ImportHubContentResponse

HubArn

  • Type:
  • Required: Yes

HubContentArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

InferenceComponentCapacitySize

Type

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

Value

  • Type:
  • Required: Yes

InferenceComponentComputeResourceRequirements

MinMemoryRequiredInMb

  • Type:
  • Required: Yes

NumberOfCpuCoresRequired

  • Type: typing.Optional[float]

NumberOfAcceleratorDevicesRequired

  • Type: typing.Optional[float]

MaxMemoryRequiredInMb

  • Type: typing.Optional[int]

InferenceComponentContainerSpecification

Image

  • Type: typing.Optional[str]

ArtifactUrl

  • Type: typing.Optional[str]

Environment

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

InferenceComponentContainerSpecificationSummary

DeployedImage

  • Type:

ArtifactUrl

  • Type: typing.Optional[str]

Environment

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

InferenceComponentDeploymentConfig

RollingUpdatePolicy

  • Type:
  • Required: Yes

AutoRollbackConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoRollbackConfig]

InferenceComponentDeploymentConfigOutput

RollingUpdatePolicy

  • Type:
  • Required: Yes

AutoRollbackConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoRollbackConfigOutput]

InferenceComponentRollingUpdatePolicy

MaximumBatchSize

  • Type:
  • Required: Yes

WaitIntervalInSeconds

  • Type:
  • Required: Yes

MaximumExecutionTimeoutInSeconds

  • Type: typing.Optional[int]

RollbackMaximumBatchSize

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceComponentCapacitySize]

InferenceComponentRuntimeConfig

CopyCount

  • Type:
  • Required: Yes

InferenceComponentRuntimeConfigSummary

DesiredCopyCount

  • Type: typing.Optional[int]

CurrentCopyCount

  • Type: typing.Optional[int]

InferenceComponentSpecification

ModelName

  • Type: typing.Optional[str]

Container

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceComponentContainerSpecification]

StartupParameters

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceComponentStartupParameters]

ComputeResourceRequirements

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceComponentComputeResourceRequirements]

BaseInferenceComponentName

  • Type: typing.Optional[str]

InferenceComponentSpecificationSummary

ModelName

  • Type: typing.Optional[str]

Container

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceComponentContainerSpecificationSummary]

StartupParameters

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceComponentStartupParameters]

ComputeResourceRequirements

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceComponentComputeResourceRequirements]

BaseInferenceComponentName

  • Type: typing.Optional[str]

InferenceComponentStartupParameters

ModelDataDownloadTimeoutInSeconds

  • Type: typing.Optional[int]

ContainerStartupHealthCheckTimeoutInSeconds

  • Type: typing.Optional[int]

InferenceComponentSummary

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']]

InferenceExecutionConfig

Mode

  • Type: typing.Literal['Direct', 'Serial']
  • Required: Yes

InferenceExperimentDataStorageConfig

Destination

  • Type:
  • Required: Yes

KmsKey

  • Type: typing.Optional[str]

ContentType

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.CaptureContentTypeHeader]

InferenceExperimentDataStorageConfigOutput

Destination

  • Type:
  • Required: Yes

KmsKey

  • Type: typing.Optional[str]

ContentType

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.CaptureContentTypeHeaderOutput]

InferenceExperimentSchedule

StartTime

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

EndTime

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

InferenceExperimentScheduleOutput

StartTime

  • Type: typing.Optional[datetime.datetime]

EndTime

  • Type: typing.Optional[datetime.datetime]

InferenceExperimentSummary

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.sagemaker_classes.InferenceExperimentScheduleOutput]

StatusReason

  • Type: typing.Optional[str]

Description

  • Type: typing.Optional[str]

CompletionTime

  • Type: typing.Optional[datetime.datetime]

RoleArn

  • Type: typing.Optional[str]

InferenceHubAccessConfig

HubContentArn

  • Type:
  • Required: Yes

InferenceMetrics

MaxInvocations

  • Type:
  • Required: Yes

ModelLatency

  • Type:
  • Required: Yes

InferenceRecommendation

EndpointConfiguration

  • Type:
  • Required: Yes

ModelConfiguration

  • Type:
  • Required: Yes

RecommendationId

  • Type: typing.Optional[str]

Metrics

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.RecommendationMetrics]

InvocationEndTime

  • Type: typing.Optional[datetime.datetime]

InvocationStartTime

  • Type: typing.Optional[datetime.datetime]

InferenceRecommendationsJob

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]

InferenceRecommendationsJobStep

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.sagemaker_classes.RecommendationJobInferenceBenchmark]

InferenceSpecification

Containers

  • Type: typing.List[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelPackageContainerDefinition]
  • 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.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.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', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge']]]

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.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.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.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.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.p5e.48xlarge', 'ml.p5en.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.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', 'ml.r8g.12xlarge', 'ml.r8g.16xlarge', 'ml.r8g.24xlarge', 'ml.r8g.2xlarge', 'ml.r8g.48xlarge', 'ml.r8g.4xlarge', 'ml.r8g.8xlarge', 'ml.r8g.large', 'ml.r8g.medium', 'ml.r8g.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge', 'ml.trn2.48xlarge']]]

SupportedContentTypes

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

SupportedResponseMIMETypes

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

InferenceSpecificationOutput

Containers

  • Type: typing.List[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelPackageContainerDefinitionOutput]
  • 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.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.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', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge']]]

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.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.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.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.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.p5e.48xlarge', 'ml.p5en.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.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', 'ml.r8g.12xlarge', 'ml.r8g.16xlarge', 'ml.r8g.24xlarge', 'ml.r8g.2xlarge', 'ml.r8g.48xlarge', 'ml.r8g.4xlarge', 'ml.r8g.8xlarge', 'ml.r8g.large', 'ml.r8g.medium', 'ml.r8g.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge', 'ml.trn2.48xlarge']]]

SupportedContentTypes

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

SupportedResponseMIMETypes

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

InfraCheckConfig

EnableInfraCheck

  • Type: typing.Optional[bool]

InputConfig

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]

InstanceGroup

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.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.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.p5e.48xlarge', 'ml.p5en.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.r5d.12xlarge', 'ml.r5d.16xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.8xlarge', 'ml.r5d.large', 'ml.r5d.xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge', 'ml.trn2.48xlarge']
  • Required: Yes

InstanceCount

  • Type:
  • Required: Yes

InstanceGroupName

  • Type:
  • Required: Yes

InstanceMetadataServiceConfiguration

MinimumInstanceMetadataServiceVersion

  • Type:
  • Required: Yes

IntegerParameterRange

Name

  • Type:
  • Required: Yes

MinValue

  • Type:
  • Required: Yes

MaxValue

  • Type:
  • Required: Yes

ScalingType

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

IntegerParameterRangeSpecification

MinValue

  • Type:
  • Required: Yes

MaxValue

  • Type:
  • Required: Yes

JupyterLabAppImageConfig

FileSystemConfig

  • Type:

ContainerConfig

  • Type:

JupyterLabAppImageConfigOutput

FileSystemConfig

  • Type:

ContainerConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ContainerConfigOutput]

JupyterLabAppSettings

DefaultResourceSpec

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ResourceSpec]

CustomImages

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

LifecycleConfigArns

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

CodeRepositories

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

AppLifecycleManagement

  • Type:

EmrSettings

  • Type:

BuiltInLifecycleConfigArn

  • Type: typing.Optional[str]

JupyterLabAppSettingsOutput

DefaultResourceSpec

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ResourceSpec]

CustomImages

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

LifecycleConfigArns

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

CodeRepositories

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

AppLifecycleManagement

  • Type:

EmrSettings

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.EmrSettingsOutput]

BuiltInLifecycleConfigArn

  • Type: typing.Optional[str]

JupyterServerAppSettings

DefaultResourceSpec

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ResourceSpec]

LifecycleConfigArns

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

CodeRepositories

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

JupyterServerAppSettingsOutput

DefaultResourceSpec

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ResourceSpec]

LifecycleConfigArns

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

CodeRepositories

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

KendraSettings

Status

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

KernelGatewayAppSettings

DefaultResourceSpec

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ResourceSpec]

CustomImages

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

LifecycleConfigArns

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

KernelGatewayAppSettingsOutput

DefaultResourceSpec

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ResourceSpec]

CustomImages

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

LifecycleConfigArns

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

KernelGatewayImageConfig

KernelSpecs

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

FileSystemConfig

  • Type:

KernelGatewayImageConfigOutput

KernelSpecs

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

FileSystemConfig

  • Type:

KernelSpec

Name

  • Type:
  • Required: Yes

DisplayName

  • Type: typing.Optional[str]

LabelCounters

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]

LabelCountersForWorkteam

HumanLabeled

  • Type: typing.Optional[int]

PendingHuman

  • Type: typing.Optional[int]

Total

  • Type: typing.Optional[int]

LabelingJobAlgorithmsConfig

LabelingJobAlgorithmSpecificationArn

  • Type:
  • Required: Yes

InitialActiveLearningModelArn

  • Type: typing.Optional[str]

LabelingJobResourceConfig

  • Type:

LabelingJobAlgorithmsConfigOutput

LabelingJobAlgorithmSpecificationArn

  • Type:
  • Required: Yes

InitialActiveLearningModelArn

  • Type: typing.Optional[str]

LabelingJobResourceConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.LabelingJobResourceConfigOutput]

LabelingJobDataAttributes

ContentClassifiers

  • Type: typing.Optional[typing.List[typing.Literal['FreeOfAdultContent', 'FreeOfPersonallyIdentifiableInformation']]]

LabelingJobDataAttributesOutput

ContentClassifiers

  • Type: typing.Optional[typing.List[typing.Literal['FreeOfAdultContent', 'FreeOfPersonallyIdentifiableInformation']]]

LabelingJobDataSource

S3DataSource

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.LabelingJobS3DataSource]

SnsDataSource

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.LabelingJobSnsDataSource]

LabelingJobForWorkteamSummary

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.sagemaker_classes.LabelCountersForWorkteam]

NumberOfHumanWorkersPerDataObject

  • Type: typing.Optional[int]

LabelingJobInputConfig

DataSource

  • Type:
  • Required: Yes

DataAttributes

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.LabelingJobDataAttributes]

LabelingJobInputConfigOutput

DataSource

  • Type:
  • Required: Yes

DataAttributes

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.LabelingJobDataAttributesOutput]

LabelingJobOutput

OutputDatasetS3Uri

  • Type:
  • Required: Yes

FinalActiveLearningModelArn

  • Type: typing.Optional[str]

LabelingJobOutputConfig

S3OutputPath

  • Type:
  • Required: Yes

KmsKeyId

  • Type: typing.Optional[str]

SnsTopicArn

  • Type: typing.Optional[str]

LabelingJobResourceConfig

VolumeKmsKeyId

  • Type: typing.Optional[str]

VpcConfig

  • Type:

LabelingJobResourceConfigOutput

VolumeKmsKeyId

  • Type: typing.Optional[str]

VpcConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.VpcConfigOutput]

LabelingJobS3DataSource

ManifestS3Uri

  • Type:
  • Required: Yes

LabelingJobSnsDataSource

SnsTopicArn

  • Type:
  • Required: Yes

LabelingJobStoppingConditions

MaxHumanLabeledObjectCount

  • Type: typing.Optional[int]

MaxPercentageOfInputDatasetLabeled

  • Type: typing.Optional[int]

LabelingJobSummary

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: typing.Optional[str]

AnnotationConsolidationLambdaArn

  • Type: typing.Optional[str]

FailureReason

  • Type: typing.Optional[str]

LabelingJobOutput

  • Type:

InputConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.LabelingJobInputConfigOutput]

LambdaStepMetadata

Arn

  • Type: typing.Optional[str]

OutputParameters

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

LastUpdateStatus

Status

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

FailureReason

  • Type: typing.Optional[str]

LineageGroupSummary

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]

ListActionsRequest

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]

ListActionsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListActionsResponse

ActionSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListAlgorithmsInput

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']]

ListAlgorithmsInputPaginate

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.sagemaker_classes.PaginatorConfig]

ListAlgorithmsOutput

AlgorithmSummaryList

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListAliasesRequest

ImageName

  • Type:
  • Required: Yes

Alias

  • Type: typing.Optional[str]

Version

  • Type: typing.Optional[int]

MaxResults

  • Type: typing.Optional[int]

NextToken

  • Type: typing.Optional[str]

ListAliasesRequestPaginate

ImageName

  • Type:
  • Required: Yes

Alias

  • Type: typing.Optional[str]

Version

  • Type: typing.Optional[int]

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.PaginatorConfig]

ListAliasesResponse

SageMakerImageVersionAliases

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListAppImageConfigsRequest

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']]

ListAppImageConfigsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListAppImageConfigsResponse

AppImageConfigs

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListAppsRequest

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]

ListAppsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListAppsResponse

Apps

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListArtifactsRequest

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]

ListArtifactsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListArtifactsResponse

ArtifactSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListAssociationsRequest

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]

ListAssociationsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListAssociationsResponse

AssociationSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListAutoMLJobsRequest

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]

ListAutoMLJobsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListAutoMLJobsResponse

AutoMLJobSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListCandidatesForAutoMLJobRequest

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]

ListCandidatesForAutoMLJobRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListCandidatesForAutoMLJobResponse

Candidates

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListClusterNodesRequest

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']]

ListClusterNodesRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListClusterNodesResponse

NextToken

  • Type:
  • Required: Yes

ClusterNodeSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

ListClusterSchedulerConfigsRequest

CreatedAfter

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

CreatedBefore

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

NameContains

  • Type: typing.Optional[str]

ClusterArn

  • Type: typing.Optional[str]

Status

  • Type: typing.Optional[typing.Literal['CreateFailed', 'CreateRollbackFailed', 'Created', 'Creating', 'DeleteFailed', 'DeleteRollbackFailed', 'Deleted', 'Deleting', 'UpdateFailed', 'UpdateRollbackFailed', 'Updated', 'Updating']]

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]

ListClusterSchedulerConfigsRequestPaginate

CreatedAfter

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

CreatedBefore

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

NameContains

  • Type: typing.Optional[str]

ClusterArn

  • Type: typing.Optional[str]

Status

  • Type: typing.Optional[typing.Literal['CreateFailed', 'CreateRollbackFailed', 'Created', 'Creating', 'DeleteFailed', 'DeleteRollbackFailed', 'Deleted', 'Deleting', 'UpdateFailed', 'UpdateRollbackFailed', 'Updated', 'Updating']]

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.sagemaker_classes.PaginatorConfig]

ListClusterSchedulerConfigsResponse

ClusterSchedulerConfigSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListClustersRequest

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']]

TrainingPlanArn

  • Type: typing.Optional[str]

ListClustersRequestPaginate

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']]

TrainingPlanArn

  • Type: typing.Optional[str]

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.PaginatorConfig]

ListClustersResponse

NextToken

  • Type:
  • Required: Yes

ClusterSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

ListCodeRepositoriesInput

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']]

ListCodeRepositoriesInputPaginate

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.sagemaker_classes.PaginatorConfig]

ListCodeRepositoriesOutput

CodeRepositorySummaryList

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListCompilationJobsRequest

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']]

ListCompilationJobsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListCompilationJobsResponse

CompilationJobSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListComputeQuotasRequest

CreatedAfter

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

CreatedBefore

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

NameContains

  • Type: typing.Optional[str]

Status

  • Type: typing.Optional[typing.Literal['CreateFailed', 'CreateRollbackFailed', 'Created', 'Creating', 'DeleteFailed', 'DeleteRollbackFailed', 'Deleted', 'Deleting', 'UpdateFailed', 'UpdateRollbackFailed', 'Updated', 'Updating']]

ClusterArn

  • Type: typing.Optional[str]

SortBy

  • Type: typing.Optional[typing.Literal['ClusterArn', 'CreationTime', 'Name', 'Status']]

SortOrder

  • Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

ListComputeQuotasRequestPaginate

CreatedAfter

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

CreatedBefore

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

NameContains

  • Type: typing.Optional[str]

Status

  • Type: typing.Optional[typing.Literal['CreateFailed', 'CreateRollbackFailed', 'Created', 'Creating', 'DeleteFailed', 'DeleteRollbackFailed', 'Deleted', 'Deleting', 'UpdateFailed', 'UpdateRollbackFailed', 'Updated', 'Updating']]

ClusterArn

  • Type: typing.Optional[str]

SortBy

  • Type: typing.Optional[typing.Literal['ClusterArn', 'CreationTime', 'Name', 'Status']]

SortOrder

  • Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.PaginatorConfig]

ListComputeQuotasResponse

ComputeQuotaSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListContextsRequest

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]

ListContextsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListContextsResponse

ContextSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListDataQualityJobDefinitionsRequest

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]

ListDataQualityJobDefinitionsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListDataQualityJobDefinitionsResponse

JobDefinitionSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListDeviceFleetsRequest

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']]

ListDeviceFleetsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListDeviceFleetsResponse

DeviceFleetSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListDevicesRequest

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]

ListDevicesRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListDevicesResponse

DeviceSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListDomainsRequest

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

ListDomainsRequestPaginate

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.PaginatorConfig]

ListDomainsResponse

Domains

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListEdgeDeploymentPlansRequest

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']]

ListEdgeDeploymentPlansRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListEdgeDeploymentPlansResponse

EdgeDeploymentPlanSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListEdgePackagingJobsRequest

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']]

ListEdgePackagingJobsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListEdgePackagingJobsResponse

EdgePackagingJobSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListEndpointConfigsInput

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]

ListEndpointConfigsInputPaginate

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.sagemaker_classes.PaginatorConfig]

ListEndpointConfigsOutput

EndpointConfigs

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListEndpointsInput

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']]

ListEndpointsInputPaginate

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.sagemaker_classes.PaginatorConfig]

ListEndpointsOutput

Endpoints

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListExperimentsRequest

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]

ListExperimentsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListExperimentsResponse

ExperimentSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListFeatureGroupsRequest

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]

ListFeatureGroupsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListFeatureGroupsResponse

FeatureGroupSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListFlowDefinitionsRequest

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]

ListFlowDefinitionsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListFlowDefinitionsResponse

FlowDefinitionSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListHubContentVersionsRequest

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]

ListHubContentVersionsResponse

HubContentSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListHubContentsRequest

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]

ListHubContentsResponse

HubContentSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListHubsRequest

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]

ListHubsResponse

HubSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListHumanTaskUisRequest

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]

ListHumanTaskUisRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListHumanTaskUisResponse

HumanTaskUiSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListHyperParameterTuningJobsRequest

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']]

ListHyperParameterTuningJobsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListHyperParameterTuningJobsResponse

HyperParameterTuningJobSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListImageVersionsRequest

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']]

ListImageVersionsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListImageVersionsResponse

ImageVersions

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListImagesRequest

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']]

ListImagesRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListImagesResponse

Images

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListInferenceComponentsInput

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]

ListInferenceComponentsInputPaginate

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.sagemaker_classes.PaginatorConfig]

ListInferenceComponentsOutput

InferenceComponents

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListInferenceExperimentsRequest

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]

ListInferenceExperimentsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListInferenceExperimentsResponse

InferenceExperiments

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListInferenceRecommendationsJobStepsRequest

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]

ListInferenceRecommendationsJobStepsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListInferenceRecommendationsJobStepsResponse

Steps

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListInferenceRecommendationsJobsRequest

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]

ListInferenceRecommendationsJobsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListInferenceRecommendationsJobsResponse

InferenceRecommendationsJobs

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListLabelingJobsForWorkteamRequest

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']]

ListLabelingJobsForWorkteamRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListLabelingJobsForWorkteamResponse

LabelingJobSummaryList

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListLabelingJobsRequest

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']]

ListLabelingJobsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListLabelingJobsResponse

LabelingJobSummaryList

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListLineageGroupsRequest

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]

ListLineageGroupsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListLineageGroupsResponse

LineageGroupSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListMlflowTrackingServersRequest

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]

ListMlflowTrackingServersRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListMlflowTrackingServersResponse

TrackingServerSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListModelBiasJobDefinitionsRequest

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]

ListModelBiasJobDefinitionsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListModelBiasJobDefinitionsResponse

JobDefinitionSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListModelCardExportJobsRequest

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]

ListModelCardExportJobsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListModelCardExportJobsResponse

ModelCardExportJobSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListModelCardVersionsRequest

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']]

ListModelCardVersionsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListModelCardVersionsResponse

ModelCardVersionSummaryList

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListModelCardsRequest

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']]

ListModelCardsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListModelCardsResponse

ModelCardSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListModelExplainabilityJobDefinitionsRequest

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]

ListModelExplainabilityJobDefinitionsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListModelExplainabilityJobDefinitionsResponse

JobDefinitionSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListModelMetadataRequest

SearchExpression

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelMetadataSearchExpression]

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

ListModelMetadataRequestPaginate

SearchExpression

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelMetadataSearchExpression]

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.PaginatorConfig]

ListModelMetadataResponse

ModelMetadataSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListModelPackageGroupsInput

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']]

ListModelPackageGroupsInputPaginate

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.sagemaker_classes.PaginatorConfig]

ListModelPackageGroupsOutput

ModelPackageGroupSummaryList

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListModelPackagesInput

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']]

ListModelPackagesInputPaginate

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.sagemaker_classes.PaginatorConfig]

ListModelPackagesOutput

ModelPackageSummaryList

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListModelQualityJobDefinitionsRequest

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]

ListModelQualityJobDefinitionsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListModelQualityJobDefinitionsResponse

JobDefinitionSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListModelsInput

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]

ListModelsInputPaginate

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.sagemaker_classes.PaginatorConfig]

ListModelsOutput

Models

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListMonitoringAlertHistoryRequest

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']]

ListMonitoringAlertHistoryRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListMonitoringAlertHistoryResponse

MonitoringAlertHistory

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListMonitoringAlertsRequest

MonitoringScheduleName

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

ListMonitoringAlertsRequestPaginate

MonitoringScheduleName

  • Type:
  • Required: Yes

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.PaginatorConfig]

ListMonitoringAlertsResponse

MonitoringAlertSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListMonitoringExecutionsRequest

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']]

ListMonitoringExecutionsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListMonitoringExecutionsResponse

MonitoringExecutionSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListMonitoringSchedulesRequest

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']]

ListMonitoringSchedulesRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListMonitoringSchedulesResponse

MonitoringScheduleSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListNotebookInstanceLifecycleConfigsInput

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]

ListNotebookInstanceLifecycleConfigsInputPaginate

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.sagemaker_classes.PaginatorConfig]

ListNotebookInstanceLifecycleConfigsOutput

NotebookInstanceLifecycleConfigs

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListNotebookInstancesInput

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]

ListNotebookInstancesInputPaginate

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.sagemaker_classes.PaginatorConfig]

ListNotebookInstancesOutput

NotebookInstances

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListOptimizationJobsRequest

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']]

ListOptimizationJobsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListOptimizationJobsResponse

OptimizationJobSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListPartnerAppsRequest

MaxResults

  • Type: typing.Optional[int]

NextToken

  • Type: typing.Optional[str]

ListPartnerAppsRequestPaginate

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.PaginatorConfig]

ListPartnerAppsResponse

Summaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListPipelineExecutionStepsRequest

PipelineExecutionArn

  • Type: typing.Optional[str]

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

SortOrder

  • Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

ListPipelineExecutionStepsRequestPaginate

PipelineExecutionArn

  • Type: typing.Optional[str]

SortOrder

  • Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.PaginatorConfig]

ListPipelineExecutionStepsResponse

PipelineExecutionSteps

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListPipelineExecutionsRequest

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]

ListPipelineExecutionsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListPipelineExecutionsResponse

PipelineExecutionSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListPipelineParametersForExecutionRequest

PipelineExecutionArn

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

ListPipelineParametersForExecutionRequestPaginate

PipelineExecutionArn

  • Type:
  • Required: Yes

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.PaginatorConfig]

ListPipelineParametersForExecutionResponse

PipelineParameters

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListPipelinesRequest

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]

ListPipelinesRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListPipelinesResponse

PipelineSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListProcessingJobsRequest

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]

ListProcessingJobsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListProcessingJobsResponse

ProcessingJobSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListProjectsInput

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']]

ListProjectsOutput

ProjectSummaryList

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListResourceCatalogsRequest

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]

ListResourceCatalogsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListResourceCatalogsResponse

ResourceCatalogs

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListSpacesRequest

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]

ListSpacesRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListSpacesResponse

Spaces

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListStageDevicesRequest

EdgeDeploymentPlanName

  • Type:
  • Required: Yes

StageName

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

ExcludeDevicesDeployedInOtherStage

  • Type: typing.Optional[bool]

ListStageDevicesRequestPaginate

EdgeDeploymentPlanName

  • Type:
  • Required: Yes

StageName

  • Type:
  • Required: Yes

ExcludeDevicesDeployedInOtherStage

  • Type: typing.Optional[bool]

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.PaginatorConfig]

ListStageDevicesResponse

DeviceDeploymentSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListStudioLifecycleConfigsRequest

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']]

ListStudioLifecycleConfigsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListStudioLifecycleConfigsResponse

StudioLifecycleConfigs

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListSubscribedWorkteamsRequest

NameContains

  • Type: typing.Optional[str]

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

ListSubscribedWorkteamsRequestPaginate

NameContains

  • Type: typing.Optional[str]

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.PaginatorConfig]

ListSubscribedWorkteamsResponse

SubscribedWorkteams

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListTagsInput

ResourceArn

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

ListTagsInputPaginate

ResourceArn

  • Type:
  • Required: Yes

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.PaginatorConfig]

ListTagsOutput

Tags

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListTrainingJobsForHyperParameterTuningJobRequest

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']]

ListTrainingJobsForHyperParameterTuningJobRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListTrainingJobsForHyperParameterTuningJobResponse

TrainingJobSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListTrainingJobsRequest

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']]

TrainingPlanArnEquals

  • Type: typing.Optional[str]

ListTrainingJobsRequestPaginate

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']]

TrainingPlanArnEquals

  • Type: typing.Optional[str]

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.PaginatorConfig]

ListTrainingJobsResponse

TrainingJobSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListTrainingPlansRequest

NextToken

  • Type: typing.Optional[str]

MaxResults

  • Type: typing.Optional[int]

StartTimeAfter

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

StartTimeBefore

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

SortBy

  • Type: typing.Optional[typing.Literal['StartTime', 'Status', 'TrainingPlanName']]

SortOrder

  • Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

Filters

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

ListTrainingPlansRequestPaginate

StartTimeAfter

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

StartTimeBefore

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

SortBy

  • Type: typing.Optional[typing.Literal['StartTime', 'Status', 'TrainingPlanName']]

SortOrder

  • Type: typing.Optional[typing.Literal['Ascending', 'Descending']]

Filters

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

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.PaginatorConfig]

ListTrainingPlansResponse

TrainingPlanSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListTransformJobsRequest

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]

ListTransformJobsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListTransformJobsResponse

TransformJobSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListTrialComponentsRequest

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]

ListTrialComponentsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListTrialComponentsResponse

TrialComponentSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListTrialsRequest

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]

ListTrialsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListTrialsResponse

TrialSummaries

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListUserProfilesRequest

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]

ListUserProfilesRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListUserProfilesResponse

UserProfiles

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListWorkforcesRequest

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]

ListWorkforcesRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListWorkforcesResponse

Workforces

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

ListWorkteamsRequest

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]

ListWorkteamsRequestPaginate

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.sagemaker_classes.PaginatorConfig]

ListWorkteamsResponse

Workteams

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

MemberDefinition

CognitoMemberDefinition

  • Type:

OidcMemberDefinition

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.OidcMemberDefinition, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.OidcMemberDefinitionOutput, NoneType]

MemberDefinitionOutput

CognitoMemberDefinition

  • Type:

OidcMemberDefinition

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.OidcMemberDefinitionOutput]

MetadataProperties

CommitId

  • Type: typing.Optional[str]

Repository

  • Type: typing.Optional[str]

GeneratedBy

  • Type: typing.Optional[str]

ProjectId

  • Type: typing.Optional[str]

MetricData

MetricName

  • Type: typing.Optional[str]

Value

  • Type: typing.Optional[float]

Timestamp

  • Type: typing.Optional[datetime.datetime]

MetricDatum

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']]

MetricDefinition

Name

  • Type:
  • Required: Yes

Regex

  • Type:
  • Required: Yes

MetricSpecification

Predefined

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.PredefinedMetricSpecification]

Customized

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.CustomizedMetricSpecification]

MetricsSource

ContentType

  • Type:
  • Required: Yes

S3Uri

  • Type:
  • Required: Yes

ContentDigest

  • Type: typing.Optional[str]

Model

ModelName

  • Type: typing.Optional[str]

PrimaryContainer

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ContainerDefinitionOutput]

Containers

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

InferenceExecutionConfig

  • Type:

ExecutionRoleArn

  • Type: typing.Optional[str]

VpcConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.VpcConfigOutput]

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.sagemaker_classes.Tag]]

DeploymentRecommendation

  • Type:

ModelAccessConfig

AcceptEula

  • Type:
  • Required: Yes

ModelArtifacts

S3ModelArtifacts

  • Type:
  • Required: Yes

ModelBiasAppSpecification

ImageUri

  • Type:
  • Required: Yes

ConfigUri

  • Type:
  • Required: Yes

Environment

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

ModelBiasAppSpecificationOutput

ImageUri

  • Type:
  • Required: Yes

ConfigUri

  • Type:
  • Required: Yes

Environment

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

ModelBiasBaselineConfig

BaseliningJobName

  • Type: typing.Optional[str]

ConstraintsResource

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringConstraintsResource]

ModelBiasJobInput

GroundTruthS3Input

  • Type:
  • Required: Yes

EndpointInput

  • Type:

BatchTransformInput

  • Type:

ModelBiasJobInputOutput

GroundTruthS3Input

  • Type:
  • Required: Yes

EndpointInput

  • Type:

BatchTransformInput

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.BatchTransformInputOutput]

ModelCard

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.sagemaker_classes.ModelCardSecurityConfig]

CreationTime

  • Type: typing.Optional[datetime.datetime]

CreatedBy

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.UserContext]

LastModifiedTime

  • Type: typing.Optional[datetime.datetime]

LastModifiedBy

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.UserContext]

Tags

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

ModelId

  • Type: typing.Optional[str]

RiskRating

  • Type: typing.Optional[str]

ModelPackageGroupName

  • Type: typing.Optional[str]

ModelCardExportArtifacts

S3ExportArtifacts

  • Type:
  • Required: Yes

ModelCardExportJobSummary

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

ModelCardExportOutputConfig

S3OutputPath

  • Type:
  • Required: Yes

ModelCardSecurityConfig

KmsKeyId

  • Type: typing.Optional[str]

ModelCardSummary

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]

ModelCardVersionSummary

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]

ModelClientConfig

InvocationsTimeoutInSeconds

  • Type: typing.Optional[int]

InvocationsMaxRetries

  • Type: typing.Optional[int]

ModelCompilationConfig

Image

  • Type: typing.Optional[str]

OverrideEnvironment

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

ModelCompilationConfigOutput

Image

  • Type: typing.Optional[str]

OverrideEnvironment

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

ModelConfiguration

InferenceSpecificationName

  • Type: typing.Optional[str]

EnvironmentParameters

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

CompilationJobName

  • Type: typing.Optional[str]

ModelDashboardEndpoint

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

ModelDashboardIndicatorAction

Enabled

  • Type: typing.Optional[bool]

ModelDashboardModel

Model

  • Type:

Endpoints

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

LastBatchTransformJob

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TransformJob]

MonitoringSchedules

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

ModelCard

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelDashboardModelCard]

ModelDashboardModelCard

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.sagemaker_classes.ModelCardSecurityConfig]

CreationTime

  • Type: typing.Optional[datetime.datetime]

CreatedBy

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.UserContext]

LastModifiedTime

  • Type: typing.Optional[datetime.datetime]

LastModifiedBy

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.UserContext]

Tags

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

ModelId

  • Type: typing.Optional[str]

RiskRating

  • Type: typing.Optional[str]

ModelDashboardMonitoringSchedule

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.sagemaker_classes.MonitoringScheduleConfigOutput]

EndpointName

  • Type: typing.Optional[str]

MonitoringAlertSummaries

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

LastMonitoringExecutionSummary

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringExecutionSummary]

BatchTransformInput

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.BatchTransformInputOutput]

ModelDataQuality

Statistics

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MetricsSource]

Constraints

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MetricsSource]

ModelDataSource

S3DataSource

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.S3ModelDataSource]

ModelDeployConfig

AutoGenerateEndpointName

  • Type: typing.Optional[bool]

EndpointName

  • Type: typing.Optional[str]

ModelDeployResult

EndpointName

  • Type: typing.Optional[str]

ModelDigests

ArtifactDigest

  • Type: typing.Optional[str]

ModelExplainabilityAppSpecification

ImageUri

  • Type:
  • Required: Yes

ConfigUri

  • Type:
  • Required: Yes

Environment

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

ModelExplainabilityAppSpecificationOutput

ImageUri

  • Type:
  • Required: Yes

ConfigUri

  • Type:
  • Required: Yes

Environment

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

ModelExplainabilityBaselineConfig

BaseliningJobName

  • Type: typing.Optional[str]

ConstraintsResource

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringConstraintsResource]

ModelExplainabilityJobInput

EndpointInput

  • Type:

BatchTransformInput

  • Type:

ModelExplainabilityJobInputOutput

EndpointInput

  • Type:

BatchTransformInput

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.BatchTransformInputOutput]

ModelInfrastructureConfig

InfrastructureType

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

RealTimeInferenceConfig

  • Type:
  • Required: Yes

ModelInput

DataInputConfig

  • Type:
  • Required: Yes

ModelLatencyThreshold

Percentile

  • Type: typing.Optional[str]

ValueInMilliseconds

  • Type: typing.Optional[int]

ModelLifeCycle

Stage

  • Type:
  • Required: Yes

StageStatus

  • Type:
  • Required: Yes

StageDescription

  • Type: typing.Optional[str]

ModelMetadataFilter

Name

  • Type: typing.Literal['Domain', 'Framework', 'FrameworkVersion', 'Task']
  • Required: Yes

Value

  • Type:
  • Required: Yes

ModelMetadataSearchExpression

Filters

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

ModelMetadataSummary

Domain

  • Type:
  • Required: Yes

Framework

  • Type:
  • Required: Yes

Task

  • Type:
  • Required: Yes

Model

  • Type:
  • Required: Yes

FrameworkVersion

  • Type:
  • Required: Yes

ModelMetrics

ModelQuality

  • Type:

ModelDataQuality

  • Type:

Bias

  • Type:

Explainability

  • Type:

ModelPackage

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.sagemaker_classes.InferenceSpecificationOutput]

SourceAlgorithmSpecification

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SourceAlgorithmSpecificationOutput]

ValidationSpecification

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelPackageValidationSpecificationOutput]

ModelPackageStatus

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

ModelPackageStatusDetails

  • Type:

CertifyForMarketplace

  • Type: typing.Optional[bool]

ModelApprovalStatus

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

CreatedBy

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.UserContext]

MetadataProperties

  • Type:

ModelMetrics

  • Type:

LastModifiedTime

  • Type: typing.Optional[datetime.datetime]

LastModifiedBy

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.UserContext]

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.sagemaker_classes.AdditionalInferenceSpecificationDefinitionOutput]]

SourceUri

  • Type: typing.Optional[str]

SecurityConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelPackageSecurityConfig]

ModelCard

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelPackageModelCard]

ModelLifeCycle

  • Type:

Tags

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

CustomerMetadataProperties

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

DriftCheckBaselines

  • Type:

SkipModelValidation

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

ModelPackageContainerDefinition

Image

  • Type:
  • Required: Yes

ContainerHostname

  • Type: typing.Optional[str]

ImageDigest

  • Type: typing.Optional[str]

ModelDataUrl

  • Type: typing.Optional[str]

ModelDataSource

  • Type:

ProductId

  • Type: typing.Optional[str]

Environment

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

ModelInput

  • Type:

Framework

  • Type: typing.Optional[str]

FrameworkVersion

  • Type: typing.Optional[str]

NearestModelName

  • Type: typing.Optional[str]

AdditionalS3DataSource

  • Type:

ModelDataETag

  • Type: typing.Optional[str]

ModelPackageContainerDefinitionOutput

Image

  • Type:
  • Required: Yes

ContainerHostname

  • Type: typing.Optional[str]

ImageDigest

  • Type: typing.Optional[str]

ModelDataUrl

  • Type: typing.Optional[str]

ModelDataSource

  • Type:

ProductId

  • Type: typing.Optional[str]

Environment

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

ModelInput

  • Type:

Framework

  • Type: typing.Optional[str]

FrameworkVersion

  • Type: typing.Optional[str]

NearestModelName

  • Type: typing.Optional[str]

AdditionalS3DataSource

  • Type:

ModelDataETag

  • Type: typing.Optional[str]

ModelPackageGroup

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.sagemaker_classes.UserContext]

ModelPackageGroupStatus

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

Tags

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

ModelPackageGroupSummary

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]

ModelPackageModelCard

ModelCardContent

  • Type: typing.Optional[str]

ModelCardStatus

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

ModelPackageSecurityConfig

KmsKeyId

  • Type:
  • Required: Yes

ModelPackageStatusDetails

ValidationStatuses

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

ImageScanStatuses

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

ModelPackageStatusItem

Name

  • Type:
  • Required: Yes

Status

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

FailureReason

  • Type: typing.Optional[str]

ModelPackageSummary

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']]

ModelPackageValidationProfile

ProfileName

  • Type:
  • Required: Yes

TransformJobDefinition

  • Type:
  • Required: Yes

ModelPackageValidationProfileOutput

ProfileName

  • Type:
  • Required: Yes

TransformJobDefinition

  • Type:
  • Required: Yes

ModelPackageValidationSpecification

ValidationRole

  • Type:
  • Required: Yes

ValidationProfiles

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

ModelPackageValidationSpecificationOutput

ValidationRole

  • Type:
  • Required: Yes

ValidationProfiles

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

ModelQuality

Statistics

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MetricsSource]

Constraints

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MetricsSource]

ModelQualityAppSpecification

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]]

ModelQualityAppSpecificationOutput

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]]

ModelQualityBaselineConfig

BaseliningJobName

  • Type: typing.Optional[str]

ConstraintsResource

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringConstraintsResource]

ModelQualityJobInput

GroundTruthS3Input

  • Type:
  • Required: Yes

EndpointInput

  • Type:

BatchTransformInput

  • Type:

ModelQualityJobInputOutput

GroundTruthS3Input

  • Type:
  • Required: Yes

EndpointInput

  • Type:

BatchTransformInput

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.BatchTransformInputOutput]

ModelQuantizationConfig

Image

  • Type: typing.Optional[str]

OverrideEnvironment

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

ModelQuantizationConfigOutput

Image

  • Type: typing.Optional[str]

OverrideEnvironment

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

ModelRegisterSettings

Status

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

CrossAccountModelRegisterRoleArn

  • Type: typing.Optional[str]

ModelShardingConfig

Image

  • Type: typing.Optional[str]

OverrideEnvironment

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

ModelShardingConfigOutput

Image

  • Type: typing.Optional[str]

OverrideEnvironment

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

ModelStepMetadata

Arn

  • Type: typing.Optional[str]

ModelSummary

ModelName

  • Type:
  • Required: Yes

ModelArn

  • Type:
  • Required: Yes

CreationTime

  • Type:
  • Required: Yes

ModelVariantConfig

ModelName

  • Type:
  • Required: Yes

VariantName

  • Type:
  • Required: Yes

InfrastructureConfig

  • Type:
  • Required: Yes

ModelVariantConfigSummary

ModelName

  • Type:
  • Required: Yes

VariantName

  • Type:
  • Required: Yes

InfrastructureConfig

  • Type:
  • Required: Yes

Status

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

MonitoringAlertActions

ModelDashboardIndicator

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelDashboardIndicatorAction]

MonitoringAlertHistorySummary

MonitoringScheduleName

  • Type:
  • Required: Yes

MonitoringAlertName

  • Type:
  • Required: Yes

CreationTime

  • Type:
  • Required: Yes

AlertStatus

  • Type: typing.Literal['InAlert', 'OK']
  • Required: Yes

MonitoringAlertSummary

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

MonitoringAppSpecification

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]

MonitoringAppSpecificationOutput

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]

MonitoringBaselineConfig

BaseliningJobName

  • Type: typing.Optional[str]

ConstraintsResource

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringConstraintsResource]

StatisticsResource

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringStatisticsResource]

MonitoringClusterConfig

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.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.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.r5d.12xlarge', 'ml.r5d.16xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.8xlarge', 'ml.r5d.large', 'ml.r5d.xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge']
  • Required: Yes

VolumeSizeInGB

  • Type:
  • Required: Yes

VolumeKmsKeyId

  • Type: typing.Optional[str]

MonitoringConstraintsResource

S3Uri

  • Type: typing.Optional[str]

MonitoringCsvDatasetFormat

  • Type: typing.Optional[bool]

MonitoringDatasetFormat

Csv

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringCsvDatasetFormat]

Json

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringJsonDatasetFormat]

Parquet

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

MonitoringDatasetFormatOutput

Csv

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringCsvDatasetFormat]

Json

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringJsonDatasetFormat]

Parquet

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

MonitoringExecutionSummary

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']]

MonitoringGroundTruthS3Input

S3Uri

  • Type: typing.Optional[str]

MonitoringInput

EndpointInput

  • Type:

BatchTransformInput

  • Type:

MonitoringInputOutput

EndpointInput

  • Type:

BatchTransformInput

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.BatchTransformInputOutput]

MonitoringJobDefinition

MonitoringInputs

  • Type: typing.List[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringInput]
  • 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.sagemaker_classes.MonitoringBaselineConfig]

StoppingCondition

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringStoppingCondition]

Environment

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

NetworkConfig

  • Type:

MonitoringJobDefinitionOutput

MonitoringInputs

  • Type: typing.List[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringInputOutput]
  • 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.sagemaker_classes.MonitoringBaselineConfig]

StoppingCondition

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringStoppingCondition]

Environment

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

NetworkConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.NetworkConfigOutput]

MonitoringJobDefinitionSummary

MonitoringJobDefinitionName

  • Type:
  • Required: Yes

MonitoringJobDefinitionArn

  • Type:
  • Required: Yes

CreationTime

  • Type:
  • Required: Yes

EndpointName

  • Type:
  • Required: Yes

MonitoringJsonDatasetFormat

Line

  • Type: typing.Optional[bool]

MonitoringNetworkConfig

EnableInterContainerTrafficEncryption

  • Type: typing.Optional[bool]

EnableNetworkIsolation

  • Type: typing.Optional[bool]

VpcConfig

  • Type:

MonitoringNetworkConfigOutput

EnableInterContainerTrafficEncryption

  • Type: typing.Optional[bool]

EnableNetworkIsolation

  • Type: typing.Optional[bool]

VpcConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.VpcConfigOutput]

MonitoringOutput

S3Output

  • Type:
  • Required: Yes

MonitoringOutputConfig

MonitoringOutputs

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

KmsKeyId

  • Type: typing.Optional[str]

MonitoringOutputConfigOutput

MonitoringOutputs

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

KmsKeyId

  • Type: typing.Optional[str]

MonitoringResources

ClusterConfig

  • Type:
  • Required: Yes

MonitoringS3Output

S3Uri

  • Type:
  • Required: Yes

LocalPath

  • Type:
  • Required: Yes

S3UploadMode

  • Type: typing.Optional[typing.Literal['Continuous', 'EndOfJob']]

MonitoringSchedule

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.sagemaker_classes.MonitoringScheduleConfigOutput]

EndpointName

  • Type: typing.Optional[str]

LastMonitoringExecutionSummary

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringExecutionSummary]

Tags

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

MonitoringScheduleConfig

ScheduleConfig

  • Type:

MonitoringJobDefinition

  • Type:

MonitoringJobDefinitionName

  • Type: typing.Optional[str]

MonitoringType

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

MonitoringScheduleConfigOutput

ScheduleConfig

  • Type:

MonitoringJobDefinition

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringJobDefinitionOutput]

MonitoringJobDefinitionName

  • Type: typing.Optional[str]

MonitoringType

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

MonitoringScheduleSummary

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']]

MonitoringStatisticsResource

S3Uri

  • Type: typing.Optional[str]

MonitoringStoppingCondition

MaxRuntimeInSeconds

  • Type:
  • Required: Yes

MultiModelConfig

ModelCacheSetting

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

NeoVpcConfig

SecurityGroupIds

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

Subnets

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

NeoVpcConfigOutput

SecurityGroupIds

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

Subnets

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

NestedFilters

NestedPropertyName

  • Type:
  • Required: Yes

Filters

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

NetworkConfig

EnableInterContainerTrafficEncryption

  • Type: typing.Optional[bool]

EnableNetworkIsolation

  • Type: typing.Optional[bool]

VpcConfig

  • Type:

NetworkConfigOutput

EnableInterContainerTrafficEncryption

  • Type: typing.Optional[bool]

EnableNetworkIsolation

  • Type: typing.Optional[bool]

VpcConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.VpcConfigOutput]

NotebookInstanceLifecycleConfigSummary

NotebookInstanceLifecycleConfigName

  • Type:
  • Required: Yes

NotebookInstanceLifecycleConfigArn

  • Type:
  • Required: Yes

CreationTime

  • Type: typing.Optional[datetime.datetime]

LastModifiedTime

  • Type: typing.Optional[datetime.datetime]

NotebookInstanceLifecycleHook

Content

  • Type: typing.Optional[str]

NotebookInstanceSummary

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.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.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', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']]

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]]

NotificationConfiguration

NotificationTopicArn

  • Type: typing.Optional[str]

ObjectiveStatusCounters

Succeeded

  • Type: typing.Optional[int]

Pending

  • Type: typing.Optional[int]

Failed

  • Type: typing.Optional[int]

OfflineStoreConfig

S3StorageConfig

  • Type:
  • Required: Yes

DisableGlueTableCreation

  • Type: typing.Optional[bool]

DataCatalogConfig

  • Type:

TableFormat

  • Type: typing.Optional[typing.Literal['Default', 'Glue', 'Iceberg']]

OfflineStoreStatus

Status

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

BlockedReason

  • Type: typing.Optional[str]

OidcConfig

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.Dict[str, str]]

OidcConfigForResponse

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]]

OidcMemberDefinition

Groups

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

OidcMemberDefinitionOutput

Groups

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

OnlineStoreConfig

SecurityConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.OnlineStoreSecurityConfig]

EnableOnlineStore

  • Type: typing.Optional[bool]

TtlDuration

  • Type:

StorageType

  • Type: typing.Optional[typing.Literal['InMemory', 'Standard']]

OnlineStoreConfigUpdate

TtlDuration

  • Type:

OnlineStoreSecurityConfig

KmsKeyId

  • Type: typing.Optional[str]

OptimizationConfig

ModelQuantizationConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelQuantizationConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelQuantizationConfigOutput, NoneType]

ModelCompilationConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelCompilationConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelCompilationConfigOutput, NoneType]

ModelShardingConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelShardingConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelShardingConfigOutput, NoneType]

OptimizationConfigOutput

ModelQuantizationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelQuantizationConfigOutput]

ModelCompilationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelCompilationConfigOutput]

ModelShardingConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelShardingConfigOutput]

OptimizationJobModelSource

S3

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.OptimizationJobModelSourceS3]

OptimizationJobModelSourceS3

S3Uri

  • Type: typing.Optional[str]

ModelAccessConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.OptimizationModelAccessConfig]

OptimizationJobOutputConfig

S3OutputLocation

  • Type:
  • Required: Yes

KmsKeyId

  • Type: typing.Optional[str]

OptimizationJobSummary

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]

OptimizationModelAccessConfig

AcceptEula

  • Type:
  • Required: Yes

OptimizationOutput

RecommendedInferenceImage

  • Type: typing.Optional[str]

OptimizationVpcConfig

SecurityGroupIds

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

Subnets

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

OptimizationVpcConfigOutput

SecurityGroupIds

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

Subnets

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

OutputConfig

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:

CompilerOptions

  • Type: typing.Optional[str]

KmsKeyId

  • Type: typing.Optional[str]

OutputDataConfig

S3OutputPath

  • Type:
  • Required: Yes

KmsKeyId

  • Type: typing.Optional[str]

CompressionType

  • Type: typing.Optional[typing.Literal['GZIP', 'NONE']]

OutputParameter

Name

  • Type:
  • Required: Yes

Value

  • Type:
  • Required: Yes

OwnershipSettings

OwnerUserProfileName

  • Type:
  • Required: Yes

OwnershipSettingsSummary

OwnerUserProfileName

  • Type: typing.Optional[str]

PaginatorConfig

MaxItems

  • Type: typing.Optional[int]

PageSize

  • Type: typing.Optional[int]

StartingToken

  • Type: typing.Optional[str]

ParallelismConfiguration

MaxParallelExecutionSteps

  • Type:
  • Required: Yes

Parameter

Name

  • Type:
  • Required: Yes

Value

  • Type:
  • Required: Yes

ParameterRange

IntegerParameterRangeSpecification

  • Type:

ContinuousParameterRangeSpecification

  • Type:

CategoricalParameterRangeSpecification

  • Type:

ParameterRangeOutput

IntegerParameterRangeSpecification

  • Type:

ContinuousParameterRangeSpecification

  • Type:

CategoricalParameterRangeSpecification

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.CategoricalParameterRangeSpecificationOutput]

ParameterRanges

IntegerParameterRanges

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

ContinuousParameterRanges

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

CategoricalParameterRanges

  • Type: typing.Optional[typing.List[typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.CategoricalParameterRange, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.CategoricalParameterRangeOutput]]]

AutoParameters

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

ParameterRangesOutput

IntegerParameterRanges

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

ContinuousParameterRanges

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

CategoricalParameterRanges

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

AutoParameters

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

Parent

TrialName

  • Type: typing.Optional[str]

ExperimentName

  • Type: typing.Optional[str]

ParentHyperParameterTuningJob

HyperParameterTuningJobName

  • Type: typing.Optional[str]

PartnerAppConfig

AdminUsers

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

Arguments

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

PartnerAppConfigOutput

AdminUsers

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

Arguments

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

PartnerAppMaintenanceConfig

MaintenanceWindowStart

  • Type: typing.Optional[str]

PartnerAppSummary

Arn

  • Type: typing.Optional[str]

Name

  • Type: typing.Optional[str]

Type

  • Type: typing.Optional[typing.Literal['comet', 'deepchecks-llm-evaluation', 'fiddler', 'lakera-guard']]

Status

  • Type: typing.Optional[typing.Literal['Available', 'Creating', 'Deleted', 'Deleting', 'Failed', 'UpdateFailed', 'Updating']]

CreationTime

  • Type: typing.Optional[datetime.datetime]

PendingDeploymentSummary

EndpointConfigName

  • Type:
  • Required: Yes

ProductionVariants

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

StartTime

  • Type: typing.Optional[datetime.datetime]

ShadowProductionVariants

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

PendingProductionVariantSummary

VariantName

  • Type:
  • Required: Yes

DeployedImages

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

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.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.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.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.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.p5e.48xlarge', 'ml.p5en.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.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', 'ml.r8g.12xlarge', 'ml.r8g.16xlarge', 'ml.r8g.24xlarge', 'ml.r8g.2xlarge', 'ml.r8g.48xlarge', 'ml.r8g.4xlarge', 'ml.r8g.8xlarge', 'ml.r8g.large', 'ml.r8g.medium', 'ml.r8g.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge', 'ml.trn2.48xlarge']]

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.sagemaker_classes.ProductionVariantStatus]]

CurrentServerlessConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProductionVariantServerlessConfig]

DesiredServerlessConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProductionVariantServerlessConfig]

ManagedInstanceScaling

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProductionVariantManagedInstanceScaling]

RoutingConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProductionVariantRoutingConfig]

Phase

InitialNumberOfUsers

  • Type: typing.Optional[int]

SpawnRate

  • Type: typing.Optional[int]

DurationInSeconds

  • Type: typing.Optional[int]

Pipeline

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.sagemaker_classes.UserContext]

LastModifiedBy

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.UserContext]

ParallelismConfiguration

  • Type:

Tags

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

PipelineDefinitionS3Location

Bucket

  • Type:
  • Required: Yes

ObjectKey

  • Type:
  • Required: Yes

VersionId

  • Type: typing.Optional[str]

PipelineExecution

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:

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.sagemaker_classes.UserContext]

LastModifiedBy

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.UserContext]

ParallelismConfiguration

  • Type:

SelectiveExecutionConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SelectiveExecutionConfigOutput]

PipelineParameters

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

PipelineExecutionStep

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:

FailureReason

  • Type: typing.Optional[str]

Metadata

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.PipelineExecutionStepMetadata]

AttemptCount

  • Type: typing.Optional[int]

SelectiveExecutionResult

  • Type:

PipelineExecutionStepMetadata

TrainingJob

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TrainingJobStepMetadata]

ProcessingJob

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProcessingJobStepMetadata]

TransformJob

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TransformJobStepMetadata]

TuningJob

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TuningJobStepMetaData]

Model

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelStepMetadata]

RegisterModel

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.RegisterModelStepMetadata]

Condition

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ConditionStepMetadata]

Callback

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.CallbackStepMetadata]

Lambda

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.LambdaStepMetadata]

EMR

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.EMRStepMetadata]

QualityCheck

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.QualityCheckStepMetadata]

ClarifyCheck

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ClarifyCheckStepMetadata]

Fail

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.FailStepMetadata]

AutoMLJob

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLJobStepMetadata]

Endpoint

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.EndpointStepMetadata]

EndpointConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.EndpointConfigStepMetadata]

PipelineExecutionSummary

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]

PipelineExperimentConfig

ExperimentName

  • Type: typing.Optional[str]

TrialName

  • Type: typing.Optional[str]

PipelineSummary

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]

PredefinedMetricSpecification

PredefinedMetricType

  • Type: typing.Optional[str]

PriorityClass

Name

  • Type:
  • Required: Yes

Weight

  • Type:
  • Required: Yes

ProcessingClusterConfig

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.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.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.r5d.12xlarge', 'ml.r5d.16xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.8xlarge', 'ml.r5d.large', 'ml.r5d.xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge']
  • Required: Yes

VolumeSizeInGB

  • Type:
  • Required: Yes

VolumeKmsKeyId

  • Type: typing.Optional[str]

ProcessingFeatureStoreOutput

FeatureGroupName

  • Type:
  • Required: Yes

ProcessingInput

InputName

  • Type:
  • Required: Yes

AppManaged

  • Type: typing.Optional[bool]

S3Input

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProcessingS3Input]

DatasetDefinition

  • Type:

ProcessingJob

ProcessingInputs

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

ProcessingOutputConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProcessingOutputConfigOutput]

ProcessingJobName

  • Type: typing.Optional[str]

ProcessingResources

  • Type:

StoppingCondition

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProcessingStoppingCondition]

AppSpecification

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AppSpecificationOutput]

Environment

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

NetworkConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.NetworkConfigOutput]

RoleArn

  • Type: typing.Optional[str]

ExperimentConfig

  • Type:

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.sagemaker_classes.Tag]]

ProcessingJobStepMetadata

Arn

  • Type: typing.Optional[str]

ProcessingJobSummary

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]

ProcessingOutput

OutputName

  • Type:
  • Required: Yes

S3Output

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProcessingS3Output]

FeatureStoreOutput

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProcessingFeatureStoreOutput]

AppManaged

  • Type: typing.Optional[bool]

ProcessingOutputConfig

Outputs

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

KmsKeyId

  • Type: typing.Optional[str]

ProcessingOutputConfigOutput

Outputs

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

KmsKeyId

  • Type: typing.Optional[str]

ProcessingResources

ClusterConfig

  • Type:
  • Required: Yes

ProcessingS3Input

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']]

ProcessingS3Output

S3Uri

  • Type:
  • Required: Yes

S3UploadMode

  • Type: typing.Literal['Continuous', 'EndOfJob']
  • Required: Yes

LocalPath

  • Type: typing.Optional[str]

ProcessingStoppingCondition

MaxRuntimeInSeconds

  • Type:
  • Required: Yes

ProductionVariant

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.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.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.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.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.p5e.48xlarge', 'ml.p5en.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.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', 'ml.r8g.12xlarge', 'ml.r8g.16xlarge', 'ml.r8g.24xlarge', 'ml.r8g.2xlarge', 'ml.r8g.48xlarge', 'ml.r8g.4xlarge', 'ml.r8g.8xlarge', 'ml.r8g.large', 'ml.r8g.medium', 'ml.r8g.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge', 'ml.trn2.48xlarge']]

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.sagemaker_classes.ProductionVariantCoreDumpConfig]

ServerlessConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProductionVariantServerlessConfig]

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.sagemaker_classes.ProductionVariantManagedInstanceScaling]

RoutingConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProductionVariantRoutingConfig]

InferenceAmiVersion

  • Type: typing.Optional[typing.Literal['al2-ami-sagemaker-inference-gpu-2', 'al2-ami-sagemaker-inference-gpu-2-1', 'al2-ami-sagemaker-inference-gpu-3-1']]

ProductionVariantCoreDumpConfig

DestinationS3Uri

  • Type:
  • Required: Yes

KmsKeyId

  • Type: typing.Optional[str]

ProductionVariantManagedInstanceScaling

Status

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

MinInstanceCount

  • Type: typing.Optional[int]

MaxInstanceCount

  • Type: typing.Optional[int]

ProductionVariantRoutingConfig

RoutingStrategy

  • Type: typing.Literal['LEAST_OUTSTANDING_REQUESTS', 'RANDOM']
  • Required: Yes

ProductionVariantServerlessConfig

MemorySizeInMB

  • Type:
  • Required: Yes

MaxConcurrency

  • Type:
  • Required: Yes

ProvisionedConcurrency

  • Type: typing.Optional[int]

ProductionVariantServerlessUpdateConfig

MaxConcurrency

  • Type: typing.Optional[int]

ProvisionedConcurrency

  • Type: typing.Optional[int]

ProductionVariantStatus

Status

  • Type: typing.Literal['ActivatingTraffic', 'Baking', 'Creating', 'Deleting', 'Updating']
  • Required: Yes

StatusMessage

  • Type: typing.Optional[str]

StartTime

  • Type: typing.Optional[datetime.datetime]

ProductionVariantSummary

VariantName

  • Type:
  • Required: Yes

DeployedImages

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

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.sagemaker_classes.ProductionVariantStatus]]

CurrentServerlessConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProductionVariantServerlessConfig]

DesiredServerlessConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProductionVariantServerlessConfig]

ManagedInstanceScaling

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProductionVariantManagedInstanceScaling]

RoutingConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProductionVariantRoutingConfig]

ProfilerConfig

S3OutputPath

  • Type: typing.Optional[str]

ProfilingIntervalInMilliseconds

  • Type: typing.Optional[int]

ProfilingParameters

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

DisableProfiler

  • Type: typing.Optional[bool]

ProfilerConfigForUpdate

S3OutputPath

  • Type: typing.Optional[str]

ProfilingIntervalInMilliseconds

  • Type: typing.Optional[int]

ProfilingParameters

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

DisableProfiler

  • Type: typing.Optional[bool]

ProfilerConfigOutput

S3OutputPath

  • Type: typing.Optional[str]

ProfilingIntervalInMilliseconds

  • Type: typing.Optional[int]

ProfilingParameters

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

DisableProfiler

  • Type: typing.Optional[bool]

ProfilerRuleConfiguration

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.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.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.r5d.12xlarge', 'ml.r5d.16xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.8xlarge', 'ml.r5d.large', 'ml.r5d.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]]

ProfilerRuleConfigurationOutput

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.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.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.r5d.12xlarge', 'ml.r5d.16xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.8xlarge', 'ml.r5d.large', 'ml.r5d.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]]

ProfilerRuleEvaluationStatus

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]

Project

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.sagemaker_classes.ServiceCatalogProvisioningDetailsOutput]

ServiceCatalogProvisionedProductDetails

  • Type:

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.sagemaker_classes.UserContext]

CreationTime

  • Type: typing.Optional[datetime.datetime]

Tags

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

LastModifiedTime

  • Type: typing.Optional[datetime.datetime]

LastModifiedBy

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.UserContext]

ProjectSummary

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]

PropertyNameQuery

PropertyNameHint

  • Type:
  • Required: Yes

PropertyNameSuggestion

PropertyName

  • Type: typing.Optional[str]

ProvisioningParameter

Key

  • Type: typing.Optional[str]

Value

  • Type: typing.Optional[str]

PublicWorkforceTaskPrice

AmountInUsd

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.USD]

PutModelPackageGroupPolicyInput

ModelPackageGroupName

  • Type:
  • Required: Yes

ResourcePolicy

  • Type:
  • Required: Yes

PutModelPackageGroupPolicyOutput

ModelPackageGroupArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

QualityCheckStepMetadata

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]

QueryFilters

Types

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

LineageTypes

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

QueryLineageRequest

StartArns

  • Type: typing.Optional[typing.List[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.sagemaker_classes.QueryFilters]

MaxDepth

  • Type: typing.Optional[int]

MaxResults

  • Type: typing.Optional[int]

NextToken

  • Type: typing.Optional[str]

QueryLineageResponse

Vertices

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

Edges

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

RSessionAppSettings

DefaultResourceSpec

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ResourceSpec]

CustomImages

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

RSessionAppSettingsOutput

DefaultResourceSpec

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ResourceSpec]

CustomImages

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

RStudioServerProAppSettings

AccessStatus

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

UserGroup

  • Type: typing.Optional[typing.Literal['R_STUDIO_ADMIN', 'R_STUDIO_USER']]

RStudioServerProDomainSettings

DomainExecutionRoleArn

  • Type:
  • Required: Yes

RStudioConnectUrl

  • Type: typing.Optional[str]

RStudioPackageManagerUrl

  • Type: typing.Optional[str]

DefaultResourceSpec

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ResourceSpec]

RStudioServerProDomainSettingsForUpdate

DomainExecutionRoleArn

  • Type:
  • Required: Yes

DefaultResourceSpec

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ResourceSpec]

RStudioConnectUrl

  • Type: typing.Optional[str]

RStudioPackageManagerUrl

  • Type: typing.Optional[str]

RealTimeInferenceConfig

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.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.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', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']
  • Required: Yes

InstanceCount

  • Type:
  • Required: Yes

RealTimeInferenceRecommendation

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.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.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.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.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.p5e.48xlarge', 'ml.p5en.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.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', 'ml.r8g.12xlarge', 'ml.r8g.16xlarge', 'ml.r8g.24xlarge', 'ml.r8g.2xlarge', 'ml.r8g.48xlarge', 'ml.r8g.4xlarge', 'ml.r8g.8xlarge', 'ml.r8g.large', 'ml.r8g.medium', 'ml.r8g.xlarge', 'ml.t2.2xlarge', 'ml.t2.large', 'ml.t2.medium', 'ml.t2.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge', 'ml.trn2.48xlarge']
  • Required: Yes

Environment

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

RecommendationJobCompiledOutputConfig

S3OutputUri

  • Type: typing.Optional[str]

RecommendationJobContainerConfig

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.sagemaker_classes.RecommendationJobPayloadConfig]

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]]

RecommendationJobContainerConfigOutput

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.sagemaker_classes.RecommendationJobPayloadConfigOutput]

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]]

RecommendationJobInferenceBenchmark

ModelConfiguration

  • Type:
  • Required: Yes

Metrics

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.RecommendationMetrics]

EndpointMetrics

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceMetrics]

EndpointConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.EndpointOutputConfiguration]

FailureReason

  • Type: typing.Optional[str]

InvocationEndTime

  • Type: typing.Optional[datetime.datetime]

InvocationStartTime

  • Type: typing.Optional[datetime.datetime]

RecommendationJobInputConfig

ModelPackageVersionArn

  • Type: typing.Optional[str]

ModelName

  • Type: typing.Optional[str]

JobDurationInSeconds

  • Type: typing.Optional[int]

TrafficPattern

  • Type:

ResourceLimit

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.RecommendationJobResourceLimit]

EndpointConfigurations

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

VolumeKmsKeyId

  • Type: typing.Optional[str]

ContainerConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.RecommendationJobContainerConfig]

Endpoints

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

VpcConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.RecommendationJobVpcConfig]

RecommendationJobInputConfigOutput

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.sagemaker_classes.TrafficPatternOutput]

ResourceLimit

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.RecommendationJobResourceLimit]

EndpointConfigurations

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

VolumeKmsKeyId

  • Type: typing.Optional[str]

ContainerConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.RecommendationJobContainerConfigOutput]

Endpoints

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

VpcConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.RecommendationJobVpcConfigOutput]

RecommendationJobOutputConfig

KmsKeyId

  • Type: typing.Optional[str]

CompiledOutputConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.RecommendationJobCompiledOutputConfig]

RecommendationJobPayloadConfig

SamplePayloadUrl

  • Type: typing.Optional[str]

SupportedContentTypes

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

RecommendationJobPayloadConfigOutput

SamplePayloadUrl

  • Type: typing.Optional[str]

SupportedContentTypes

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

RecommendationJobResourceLimit

MaxNumberOfTests

  • Type: typing.Optional[int]

MaxParallelOfTests

  • Type: typing.Optional[int]

RecommendationJobStoppingConditions

MaxInvocations

  • Type: typing.Optional[int]

ModelLatencyThresholds

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

FlatInvocations

  • Type: typing.Optional[typing.Literal['Continue', 'Stop']]

RecommendationJobStoppingConditionsOutput

MaxInvocations

  • Type: typing.Optional[int]

ModelLatencyThresholds

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

FlatInvocations

  • Type: typing.Optional[typing.Literal['Continue', 'Stop']]

RecommendationJobVpcConfig

SecurityGroupIds

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

Subnets

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

RecommendationJobVpcConfigOutput

SecurityGroupIds

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

Subnets

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

RecommendationMetrics

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]

RedshiftDatasetDefinition

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']]

RegisterDevicesRequest

DeviceFleetName

  • Type:
  • Required: Yes

Devices

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

Tags

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

RegisterModelStepMetadata

Arn

  • Type: typing.Optional[str]

RemoteDebugConfig

EnableRemoteDebug

  • Type: typing.Optional[bool]

RemoteDebugConfigForUpdate

EnableRemoteDebug

  • Type: typing.Optional[bool]

RenderUiTemplateRequest

Task

  • Type:
  • Required: Yes

RoleArn

  • Type:
  • Required: Yes

UiTemplate

  • Type:

HumanTaskUiArn

  • Type: typing.Optional[str]

RenderUiTemplateResponse

RenderedContent

  • Type:
  • Required: Yes

Errors

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

ResponseMetadata

  • Type:
  • Required: Yes

RenderableTask

Input

  • Type:
  • Required: Yes

RenderingError

Code

  • Type:
  • Required: Yes

Message

  • Type:
  • Required: Yes

RepositoryAuthConfig

RepositoryCredentialsProviderArn

  • Type:
  • Required: Yes

ReservedCapacityOffering

InstanceType

  • Type: typing.Literal['ml.p4d.24xlarge', 'ml.p5.48xlarge', 'ml.p5e.48xlarge', 'ml.p5en.48xlarge', 'ml.trn1.32xlarge', 'ml.trn2.48xlarge']
  • Required: Yes

InstanceCount

  • Type:
  • Required: Yes

AvailabilityZone

  • Type: typing.Optional[str]

DurationHours

  • Type: typing.Optional[int]

DurationMinutes

  • Type: typing.Optional[int]

StartTime

  • Type: typing.Optional[datetime.datetime]

EndTime

  • Type: typing.Optional[datetime.datetime]

ReservedCapacitySummary

ReservedCapacityArn

  • Type:
  • Required: Yes

InstanceType

  • Type: typing.Literal['ml.p4d.24xlarge', 'ml.p5.48xlarge', 'ml.p5e.48xlarge', 'ml.p5en.48xlarge', 'ml.trn1.32xlarge', 'ml.trn2.48xlarge']
  • Required: Yes

TotalInstanceCount

  • Type:
  • Required: Yes

Status

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

AvailabilityZone

  • Type: typing.Optional[str]

DurationHours

  • Type: typing.Optional[int]

DurationMinutes

  • Type: typing.Optional[int]

StartTime

  • Type: typing.Optional[datetime.datetime]

EndTime

  • Type: typing.Optional[datetime.datetime]

ResolvedAttributes

AutoMLJobObjective

  • Type:

ProblemType

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

CompletionCriteria

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLJobCompletionCriteria]

ResourceCatalog

ResourceCatalogArn

  • Type:
  • Required: Yes

ResourceCatalogName

  • Type:
  • Required: Yes

Description

  • Type:
  • Required: Yes

CreationTime

  • Type:
  • Required: Yes

ResourceConfig

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.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.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.p5e.48xlarge', 'ml.p5en.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.r5d.12xlarge', 'ml.r5d.16xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.8xlarge', 'ml.r5d.large', 'ml.r5d.xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge', 'ml.trn2.48xlarge']]

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.sagemaker_classes.InstanceGroup]]

TrainingPlanArn

  • Type: typing.Optional[str]

ResourceConfigForUpdate

KeepAlivePeriodInSeconds

  • Type:
  • Required: Yes

ResourceConfigOutput

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.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.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.p5e.48xlarge', 'ml.p5en.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.r5d.12xlarge', 'ml.r5d.16xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.8xlarge', 'ml.r5d.large', 'ml.r5d.xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge', 'ml.trn2.48xlarge']]

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.sagemaker_classes.InstanceGroup]]

TrainingPlanArn

  • Type: typing.Optional[str]

ResourceLimits

MaxParallelTrainingJobs

  • Type:
  • Required: Yes

MaxNumberOfTrainingJobs

  • Type: typing.Optional[int]

MaxRuntimeInSeconds

  • Type: typing.Optional[int]

ResourceSharingConfig

Strategy

  • Type: typing.Literal['DontLend', 'Lend', 'LendAndBorrow']
  • Required: Yes

BorrowLimit

  • Type: typing.Optional[int]

ResourceSpec

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.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.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]

ResponseMetadata

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]

RetentionPolicy

HomeEfsFileSystem

  • Type: typing.Optional[typing.Literal['Delete', 'Retain']]

RetryPipelineExecutionRequest

PipelineExecutionArn

  • Type:
  • Required: Yes

ClientRequestToken

  • Type:
  • Required: Yes

ParallelismConfiguration

  • Type:

RetryPipelineExecutionResponse

PipelineExecutionArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

RetryStrategy

MaximumRetryAttempts

  • Type:
  • Required: Yes

RollingUpdatePolicy

MaximumBatchSize

  • Type:
  • Required: Yes

WaitIntervalInSeconds

  • Type:
  • Required: Yes

MaximumExecutionTimeoutInSeconds

  • Type: typing.Optional[int]

RollbackMaximumBatchSize

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.CapacitySize]

S3DataSource

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]]

ModelAccessConfig

  • Type:

HubAccessConfig

  • Type:

S3DataSourceOutput

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]]

ModelAccessConfig

  • Type:

HubAccessConfig

  • Type:

S3ModelDataSource

S3Uri

  • Type:
  • Required: Yes

S3DataType

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

CompressionType

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

ModelAccessConfig

  • Type:

HubAccessConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceHubAccessConfig]

ManifestS3Uri

  • Type: typing.Optional[str]

ETag

  • Type: typing.Optional[str]

ManifestEtag

  • Type: typing.Optional[str]

S3Presign

IamPolicyConstraints

  • Type:

S3StorageConfig

S3Uri

  • Type:
  • Required: Yes

KmsKeyId

  • Type: typing.Optional[str]

ResolvedOutputS3Uri

  • Type: typing.Optional[str]

ScalingPolicy

TargetTracking

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TargetTrackingScalingPolicyConfiguration]

ScalingPolicyMetric

InvocationsPerInstance

  • Type: typing.Optional[int]

ModelLatency

  • Type: typing.Optional[int]

ScalingPolicyObjective

MinInvocationsPerMinute

  • Type: typing.Optional[int]

MaxInvocationsPerMinute

  • Type: typing.Optional[int]

ScheduleConfig

ScheduleExpression

  • Type:
  • Required: Yes

DataAnalysisStartTime

  • Type: typing.Optional[str]

DataAnalysisEndTime

  • Type: typing.Optional[str]

SchedulerConfig

PriorityClasses

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

FairShare

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

SchedulerConfigOutput

PriorityClasses

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

FairShare

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

SearchExpression

Filters

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

NestedFilters

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

SubExpressions

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

Operator

  • Type: typing.Optional[typing.Literal['And', 'Or']]

SearchExpressionPaginator

Filters

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

NestedFilters

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

SubExpressions

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

Operator

  • Type: typing.Optional[typing.Literal['And', 'Or']]

SearchRecord

TrainingJob

  • Type:

Experiment

  • Type:

Trial

  • Type:

TrialComponent

  • Type:

Endpoint

  • Type:

ModelPackage

  • Type:

ModelPackageGroup

  • Type:

Pipeline

  • Type:

PipelineExecution

  • Type:

FeatureGroup

  • Type:

FeatureMetadata

  • Type:

Project

  • Type:

HyperParameterTuningJob

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.HyperParameterTuningJobSearchEntity]

ModelCard

  • Type:

Model

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelDashboardModel]

SearchRequest

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:

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.List[NoneType]]

SearchRequestPaginate

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.sagemaker_classes.SearchExpressionPaginator]

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.List[NoneType]]

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.PaginatorConfig]

SearchResponse

Results

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

ResponseMetadata

  • Type:
  • Required: Yes

NextToken

  • Type: typing.Optional[str]

SearchTrainingPlanOfferingsRequest

InstanceType

  • Type: typing.Literal['ml.p4d.24xlarge', 'ml.p5.48xlarge', 'ml.p5e.48xlarge', 'ml.p5en.48xlarge', 'ml.trn1.32xlarge', 'ml.trn2.48xlarge']
  • Required: Yes

InstanceCount

  • Type:
  • Required: Yes

TargetResources

  • Type: typing.List[typing.Literal['hyperpod-cluster', 'training-job']]
  • Required: Yes

StartTimeAfter

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

EndTimeBefore

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

DurationHours

  • Type: typing.Optional[int]

SearchTrainingPlanOfferingsResponse

TrainingPlanOfferings

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

ResponseMetadata

  • Type:
  • Required: Yes

SecondaryStatusTransition

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]

SelectedStep

StepName

  • Type:
  • Required: Yes

SelectiveExecutionConfig

SelectedSteps

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

SourcePipelineExecutionArn

  • Type: typing.Optional[str]

SelectiveExecutionConfigOutput

SelectedSteps

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

SourcePipelineExecutionArn

  • Type: typing.Optional[str]

SelectiveExecutionResult

SourcePipelineExecutionArn

  • Type: typing.Optional[str]

SendPipelineExecutionStepFailureRequest

CallbackToken

  • Type:
  • Required: Yes

FailureReason

  • Type: typing.Optional[str]

ClientRequestToken

  • Type: typing.Optional[str]

SendPipelineExecutionStepFailureResponse

PipelineExecutionArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

SendPipelineExecutionStepSuccessRequest

CallbackToken

  • Type:
  • Required: Yes

OutputParameters

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

ClientRequestToken

  • Type: typing.Optional[str]

SendPipelineExecutionStepSuccessResponse

PipelineExecutionArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

ServiceCatalogProvisionedProductDetails

ProvisionedProductId

  • Type: typing.Optional[str]

ProvisionedProductStatusMessage

  • Type: typing.Optional[str]

ServiceCatalogProvisioningDetails

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.sagemaker_classes.ProvisioningParameter]]

ServiceCatalogProvisioningDetailsOutput

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.sagemaker_classes.ProvisioningParameter]]

ServiceCatalogProvisioningUpdateDetails

ProvisioningArtifactId

  • Type: typing.Optional[str]

ProvisioningParameters

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

SessionChainingConfig

EnableSessionTagChaining

  • Type: typing.Optional[bool]

ShadowModeConfig

SourceModelVariantName

  • Type:
  • Required: Yes

ShadowModelVariants

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

ShadowModeConfigOutput

SourceModelVariantName

  • Type:
  • Required: Yes

ShadowModelVariants

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

ShadowModelVariantConfig

ShadowModelVariantName

  • Type:
  • Required: Yes

SamplingPercentage

  • Type:
  • Required: Yes

SharingSettings

NotebookOutputOption

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

S3OutputPath

  • Type: typing.Optional[str]

S3KmsKeyId

  • Type: typing.Optional[str]

ShuffleConfig

Seed

  • Type:
  • Required: Yes

SourceAlgorithm

AlgorithmName

  • Type:
  • Required: Yes

ModelDataUrl

  • Type: typing.Optional[str]

ModelDataSource

  • Type:

ModelDataETag

  • Type: typing.Optional[str]

SourceAlgorithmSpecification

SourceAlgorithms

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

SourceAlgorithmSpecificationOutput

SourceAlgorithms

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

SourceIpConfig

Cidrs

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

SourceIpConfigOutput

Cidrs

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

SpaceAppLifecycleManagement

IdleSettings

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SpaceIdleSettings]

SpaceCodeEditorAppSettings

DefaultResourceSpec

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ResourceSpec]

AppLifecycleManagement

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SpaceAppLifecycleManagement]

SpaceDetails

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:

SpaceSharingSettingsSummary

  • Type:

OwnershipSettingsSummary

  • Type:

SpaceDisplayName

  • Type: typing.Optional[str]

SpaceIdleSettings

IdleTimeoutInMinutes

  • Type: typing.Optional[int]

SpaceJupyterLabAppSettings

DefaultResourceSpec

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ResourceSpec]

CodeRepositories

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

AppLifecycleManagement

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SpaceAppLifecycleManagement]

SpaceJupyterLabAppSettingsOutput

DefaultResourceSpec

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ResourceSpec]

CodeRepositories

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

AppLifecycleManagement

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SpaceAppLifecycleManagement]

SpaceSettings

JupyterServerAppSettings

  • Type:

KernelGatewayAppSettings

  • Type:

CodeEditorAppSettings

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SpaceCodeEditorAppSettings]

JupyterLabAppSettings

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SpaceJupyterLabAppSettings]

AppType

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

SpaceStorageSettings

  • Type:

CustomFileSystems

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

SpaceSettingsOutput

JupyterServerAppSettings

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.JupyterServerAppSettingsOutput]

KernelGatewayAppSettings

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.KernelGatewayAppSettingsOutput]

CodeEditorAppSettings

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SpaceCodeEditorAppSettings]

JupyterLabAppSettings

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SpaceJupyterLabAppSettingsOutput]

AppType

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

SpaceStorageSettings

  • Type:

CustomFileSystems

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

SpaceSettingsSummary

AppType

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

SpaceStorageSettings

  • Type:

SpaceSharingSettings

SharingType

  • Type: typing.Literal['Private', 'Shared']
  • Required: Yes

SpaceSharingSettingsSummary

SharingType

  • Type: typing.Optional[typing.Literal['Private', 'Shared']]

SpaceStorageSettings

EbsStorageSettings

  • Type:

Stairs

DurationInSeconds

  • Type: typing.Optional[int]

NumberOfSteps

  • Type: typing.Optional[int]

UsersPerStep

  • Type: typing.Optional[int]

StartEdgeDeploymentStageRequest

EdgeDeploymentPlanName

  • Type:
  • Required: Yes

StageName

  • Type:
  • Required: Yes

StartInferenceExperimentRequest

Name

  • Type:
  • Required: Yes

StartInferenceExperimentResponse

InferenceExperimentArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

StartMlflowTrackingServerRequest

TrackingServerName

  • Type:
  • Required: Yes

StartMlflowTrackingServerResponse

TrackingServerArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

StartMonitoringScheduleRequest

MonitoringScheduleName

  • Type:
  • Required: Yes

StartNotebookInstanceInput

NotebookInstanceName

  • Type:
  • Required: Yes

StartPipelineExecutionRequest

PipelineName

  • Type:
  • Required: Yes

ClientRequestToken

  • Type:
  • Required: Yes

PipelineExecutionDisplayName

  • Type: typing.Optional[str]

PipelineParameters

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

PipelineExecutionDescription

  • Type: typing.Optional[str]

ParallelismConfiguration

  • Type:

SelectiveExecutionConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SelectiveExecutionConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SelectiveExecutionConfigOutput, NoneType]

StartPipelineExecutionResponse

PipelineExecutionArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

StopAutoMLJobRequest

AutoMLJobName

  • Type:
  • Required: Yes

StopCompilationJobRequest

CompilationJobName

  • Type:
  • Required: Yes

StopEdgeDeploymentStageRequest

EdgeDeploymentPlanName

  • Type:
  • Required: Yes

StageName

  • Type:
  • Required: Yes

StopEdgePackagingJobRequest

EdgePackagingJobName

  • Type:
  • Required: Yes

StopHyperParameterTuningJobRequest

HyperParameterTuningJobName

  • Type:
  • Required: Yes

StopInferenceExperimentRequest

Name

  • Type:
  • Required: Yes

ModelVariantActions

  • Type: typing.Dict[str, typing.Literal['Promote', 'Remove', 'Retain']]
  • Required: Yes

DesiredModelVariants

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

DesiredState

  • Type: typing.Optional[typing.Literal['Cancelled', 'Completed']]

Reason

  • Type: typing.Optional[str]

StopInferenceExperimentResponse

InferenceExperimentArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

StopInferenceRecommendationsJobRequest

JobName

  • Type:
  • Required: Yes

StopLabelingJobRequest

LabelingJobName

  • Type:
  • Required: Yes

StopMlflowTrackingServerRequest

TrackingServerName

  • Type:
  • Required: Yes

StopMlflowTrackingServerResponse

TrackingServerArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

StopMonitoringScheduleRequest

MonitoringScheduleName

  • Type:
  • Required: Yes

StopNotebookInstanceInput

NotebookInstanceName

  • Type:
  • Required: Yes

StopOptimizationJobRequest

OptimizationJobName

  • Type:
  • Required: Yes

StopPipelineExecutionRequest

PipelineExecutionArn

  • Type:
  • Required: Yes

ClientRequestToken

  • Type:
  • Required: Yes

StopPipelineExecutionResponse

PipelineExecutionArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

StopProcessingJobRequest

ProcessingJobName

  • Type:
  • Required: Yes

StopTrainingJobRequest

TrainingJobName

  • Type:
  • Required: Yes

StopTransformJobRequest

TransformJobName

  • Type:
  • Required: Yes

StoppingCondition

MaxRuntimeInSeconds

  • Type: typing.Optional[int]

MaxWaitTimeInSeconds

  • Type: typing.Optional[int]

MaxPendingTimeInSeconds

  • Type: typing.Optional[int]

StudioLifecycleConfigDetails

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']]

StudioWebPortalSettings

HiddenMlTools

  • Type: typing.Optional[typing.List[typing.Literal['AutoMl', 'Comet', 'DataWrangler', 'DeepchecksLLMEvaluation', 'EmrClusters', 'Endpoints', 'Experiments', 'FeatureStore', 'Fiddler', 'HyperPodClusters', 'InferenceOptimization', 'InferenceRecommender', 'JumpStart', 'LakeraGuard', 'ModelEvaluation', 'Models', 'PerformanceEvaluation', 'Pipelines', 'Projects', 'Training']]]

HiddenAppTypes

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

HiddenInstanceTypes

  • Type: typing.Optional[typing.List[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.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.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']]]

HiddenSageMakerImageVersionAliases

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

StudioWebPortalSettingsOutput

HiddenMlTools

  • Type: typing.Optional[typing.List[typing.Literal['AutoMl', 'Comet', 'DataWrangler', 'DeepchecksLLMEvaluation', 'EmrClusters', 'Endpoints', 'Experiments', 'FeatureStore', 'Fiddler', 'HyperPodClusters', 'InferenceOptimization', 'InferenceRecommender', 'JumpStart', 'LakeraGuard', 'ModelEvaluation', 'Models', 'PerformanceEvaluation', 'Pipelines', 'Projects', 'Training']]]

HiddenAppTypes

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

HiddenInstanceTypes

  • Type: typing.Optional[typing.List[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.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.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']]]

HiddenSageMakerImageVersionAliases

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

SubscribedWorkteam

WorkteamArn

  • Type:
  • Required: Yes

MarketplaceTitle

  • Type: typing.Optional[str]

SellerName

  • Type: typing.Optional[str]

MarketplaceDescription

  • Type: typing.Optional[str]

ListingId

  • Type: typing.Optional[str]

SuggestionQuery

PropertyNameQuery

  • Type:

TabularJobConfig

TargetAttributeName

  • Type:
  • Required: Yes

CandidateGenerationConfig

  • Type:

CompletionCriteria

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLJobCompletionCriteria]

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]

TabularJobConfigOutput

TargetAttributeName

  • Type:
  • Required: Yes

CandidateGenerationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.CandidateGenerationConfigOutput]

CompletionCriteria

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLJobCompletionCriteria]

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]

TabularResolvedAttributes

ProblemType

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

Tag

Key

  • Type:
  • Required: Yes

Value

  • Type:
  • Required: Yes

TargetPlatform

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']]

TargetTrackingScalingPolicyConfiguration

MetricSpecification

  • Type:

TargetValue

  • Type: typing.Optional[float]

TensorBoardAppSettings

DefaultResourceSpec

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ResourceSpec]

TensorBoardOutputConfig

S3OutputPath

  • Type:
  • Required: Yes

LocalPath

  • Type: typing.Optional[str]

TextClassificationJobConfig

ContentColumn

  • Type:
  • Required: Yes

TargetLabelColumn

  • Type:
  • Required: Yes

CompletionCriteria

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLJobCompletionCriteria]

TextGenerationJobConfig

CompletionCriteria

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLJobCompletionCriteria]

BaseModelName

  • Type: typing.Optional[str]

TextGenerationHyperParameters

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

ModelAccessConfig

  • Type:

TextGenerationJobConfigOutput

CompletionCriteria

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AutoMLJobCompletionCriteria]

BaseModelName

  • Type: typing.Optional[str]

TextGenerationHyperParameters

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

ModelAccessConfig

  • Type:

TextGenerationResolvedAttributes

BaseModelName

  • Type: typing.Optional[str]

ThroughputConfig

ThroughputMode

  • Type: typing.Literal['OnDemand', 'Provisioned']
  • Required: Yes

ProvisionedReadCapacityUnits

  • Type: typing.Optional[int]

ProvisionedWriteCapacityUnits

  • Type: typing.Optional[int]

ThroughputConfigDescription

ThroughputMode

  • Type: typing.Literal['OnDemand', 'Provisioned']
  • Required: Yes

ProvisionedReadCapacityUnits

  • Type: typing.Optional[int]

ProvisionedWriteCapacityUnits

  • Type: typing.Optional[int]

ThroughputConfigUpdate

ThroughputMode

  • Type: typing.Optional[typing.Literal['OnDemand', 'Provisioned']]

ProvisionedReadCapacityUnits

  • Type: typing.Optional[int]

ProvisionedWriteCapacityUnits

  • Type: typing.Optional[int]

TimeSeriesConfig

TargetAttributeName

  • Type:
  • Required: Yes

TimestampAttributeName

  • Type:
  • Required: Yes

ItemIdentifierAttributeName

  • Type:
  • Required: Yes

GroupingAttributeNames

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

TimeSeriesConfigOutput

TargetAttributeName

  • Type:
  • Required: Yes

TimestampAttributeName

  • Type:
  • Required: Yes

ItemIdentifierAttributeName

  • Type:
  • Required: Yes

GroupingAttributeNames

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

TimeSeriesForecastingJobConfig

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.sagemaker_classes.AutoMLJobCompletionCriteria]

ForecastQuantiles

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

Transformations

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TimeSeriesTransformations]

HolidayConfig

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

CandidateGenerationConfig

  • Type:

TimeSeriesForecastingJobConfigOutput

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.sagemaker_classes.AutoMLJobCompletionCriteria]

ForecastQuantiles

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

Transformations

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TimeSeriesTransformationsOutput]

HolidayConfig

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

CandidateGenerationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.CandidateGenerationConfigOutput]

TimeSeriesForecastingSettings

Status

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

AmazonForecastRoleArn

  • Type: typing.Optional[str]

TimeSeriesTransformations

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']]]

TimeSeriesTransformationsOutput

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']]]

TrackingServerSummary

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]

TrafficPattern

TrafficType

  • Type: typing.Optional[typing.Literal['PHASES', 'STAIRS']]

Phases

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

Stairs

  • Type:

TrafficPatternOutput

TrafficType

  • Type: typing.Optional[typing.Literal['PHASES', 'STAIRS']]

Phases

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

Stairs

  • Type:

TrafficRoutingConfig

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.sagemaker_classes.CapacitySize]

LinearStepSize

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.CapacitySize]

TrainingImageConfig

TrainingRepositoryAccessMode

  • Type: typing.Literal['Platform', 'Vpc']
  • Required: Yes

TrainingRepositoryAuthConfig

  • Type:

TrainingJob

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:

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.sagemaker_classes.AlgorithmSpecificationOutput]

RoleArn

  • Type: typing.Optional[str]

InputDataConfig

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

OutputDataConfig

  • Type:

ResourceConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ResourceConfigOutput]

VpcConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.VpcConfigOutput]

StoppingCondition

  • Type:

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.sagemaker_classes.SecondaryStatusTransition]]

FinalMetricDataList

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

EnableNetworkIsolation

  • Type: typing.Optional[bool]

EnableInterContainerTrafficEncryption

  • Type: typing.Optional[bool]

EnableManagedSpotTraining

  • Type: typing.Optional[bool]

CheckpointConfig

  • Type:

TrainingTimeInSeconds

  • Type: typing.Optional[int]

BillableTimeInSeconds

  • Type: typing.Optional[int]

DebugHookConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DebugHookConfigOutput]

ExperimentConfig

  • Type:

DebugRuleConfigurations

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

TensorBoardOutputConfig

  • Type:

DebugRuleEvaluationStatuses

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

ProfilerConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProfilerConfigOutput]

Environment

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

RetryStrategy

  • Type:

Tags

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

TrainingJobDefinition

TrainingInputMode

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

InputDataConfig

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

OutputDataConfig

  • Type:
  • Required: Yes

ResourceConfig

  • Type:
  • Required: Yes

StoppingCondition

  • Type:
  • Required: Yes

HyperParameters

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

TrainingJobDefinitionOutput

TrainingInputMode

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

InputDataConfig

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

OutputDataConfig

  • Type:
  • Required: Yes

ResourceConfig

  • Type:
  • Required: Yes

StoppingCondition

  • Type:
  • Required: Yes

HyperParameters

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

TrainingJobStatusCounters

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]

TrainingJobStepMetadata

Arn

  • Type: typing.Optional[str]

TrainingJobSummary

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]

SecondaryStatus

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

WarmPoolStatus

  • Type:

TrainingPlanArn

  • Type: typing.Optional[str]

TrainingPlanFilter

Name

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

Value

  • Type:
  • Required: Yes

TrainingPlanOffering

TrainingPlanOfferingId

  • Type:
  • Required: Yes

TargetResources

  • Type: typing.List[typing.Literal['hyperpod-cluster', 'training-job']]
  • Required: Yes

RequestedStartTimeAfter

  • Type: typing.Optional[datetime.datetime]

RequestedEndTimeBefore

  • Type: typing.Optional[datetime.datetime]

DurationHours

  • Type: typing.Optional[int]

DurationMinutes

  • Type: typing.Optional[int]

UpfrontFee

  • Type: typing.Optional[str]

CurrencyCode

  • Type: typing.Optional[str]

ReservedCapacityOfferings

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

TrainingPlanSummary

TrainingPlanArn

  • Type:
  • Required: Yes

TrainingPlanName

  • Type:
  • Required: Yes

Status

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

StatusMessage

  • Type: typing.Optional[str]

DurationHours

  • Type: typing.Optional[int]

DurationMinutes

  • Type: typing.Optional[int]

StartTime

  • Type: typing.Optional[datetime.datetime]

EndTime

  • Type: typing.Optional[datetime.datetime]

UpfrontFee

  • Type: typing.Optional[str]

CurrencyCode

  • Type: typing.Optional[str]

TotalInstanceCount

  • Type: typing.Optional[int]

AvailableInstanceCount

  • Type: typing.Optional[int]

InUseInstanceCount

  • Type: typing.Optional[int]

TargetResources

  • Type: typing.Optional[typing.List[typing.Literal['hyperpod-cluster', 'training-job']]]

ReservedCapacitySummaries

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

TrainingRepositoryAuthConfig

TrainingRepositoryCredentialsProviderArn

  • Type:
  • Required: Yes

TrainingSpecification

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.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.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.p5e.48xlarge', 'ml.p5en.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.r5d.12xlarge', 'ml.r5d.16xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.8xlarge', 'ml.r5d.large', 'ml.r5d.xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge', 'ml.trn2.48xlarge']]
  • Required: Yes

TrainingChannels

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

TrainingImageDigest

  • Type: typing.Optional[str]

SupportedHyperParameters

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

SupportsDistributedTraining

  • Type: typing.Optional[bool]

MetricDefinitions

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

SupportedTuningJobObjectiveMetrics

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

AdditionalS3DataSource

  • Type:

TrainingSpecificationOutput

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.g6.12xlarge', 'ml.g6.16xlarge', 'ml.g6.24xlarge', 'ml.g6.2xlarge', 'ml.g6.48xlarge', 'ml.g6.4xlarge', 'ml.g6.8xlarge', 'ml.g6.xlarge', 'ml.g6e.12xlarge', 'ml.g6e.16xlarge', 'ml.g6e.24xlarge', 'ml.g6e.2xlarge', 'ml.g6e.48xlarge', 'ml.g6e.4xlarge', 'ml.g6e.8xlarge', 'ml.g6e.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.p5e.48xlarge', 'ml.p5en.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.r5d.12xlarge', 'ml.r5d.16xlarge', 'ml.r5d.24xlarge', 'ml.r5d.2xlarge', 'ml.r5d.4xlarge', 'ml.r5d.8xlarge', 'ml.r5d.large', 'ml.r5d.xlarge', 'ml.t3.2xlarge', 'ml.t3.large', 'ml.t3.medium', 'ml.t3.xlarge', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge', 'ml.trn2.48xlarge']]
  • Required: Yes

TrainingChannels

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

TrainingImageDigest

  • Type: typing.Optional[str]

SupportedHyperParameters

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

SupportsDistributedTraining

  • Type: typing.Optional[bool]

MetricDefinitions

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

SupportedTuningJobObjectiveMetrics

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

AdditionalS3DataSource

  • Type:

TransformDataSource

S3DataSource

  • Type:
  • Required: Yes

TransformInput

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']]

TransformJob

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:

MaxPayloadInMB

  • Type: typing.Optional[int]

BatchStrategy

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

Environment

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

TransformInput

  • Type:

TransformOutput

  • Type:

DataCaptureConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.BatchDataCaptureConfig]

TransformResources

  • Type:

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:

ExperimentConfig

  • Type:

Tags

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

TransformJobDefinition

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]]

TransformJobDefinitionOutput

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]]

TransformJobStepMetadata

Arn

  • Type: typing.Optional[str]

TransformJobSummary

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]

TransformOutput

S3OutputPath

  • Type:
  • Required: Yes

Accept

  • Type: typing.Optional[str]

AssembleWith

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

KmsKeyId

  • Type: typing.Optional[str]

TransformResources

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.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.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', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge']
  • Required: Yes

InstanceCount

  • Type:
  • Required: Yes

VolumeKmsKeyId

  • Type: typing.Optional[str]

TransformS3DataSource

S3DataType

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

S3Uri

  • Type:
  • Required: Yes

Trial

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.sagemaker_classes.TrialSource]

CreationTime

  • Type: typing.Optional[datetime.datetime]

CreatedBy

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.UserContext]

LastModifiedTime

  • Type: typing.Optional[datetime.datetime]

LastModifiedBy

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.UserContext]

MetadataProperties

  • Type:

Tags

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

TrialComponentSummaries

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

TrialComponent

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.sagemaker_classes.TrialComponentSource]

Status

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TrialComponentStatus]

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.sagemaker_classes.UserContext]

LastModifiedTime

  • Type: typing.Optional[datetime.datetime]

LastModifiedBy

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.UserContext]

Parameters

  • Type: typing.Optional[typing.Dict[str, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TrialComponentParameterValue]]

InputArtifacts

  • Type: typing.Optional[typing.Dict[str, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TrialComponentArtifact]]

OutputArtifacts

  • Type: typing.Optional[typing.Dict[str, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TrialComponentArtifact]]

Metrics

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

MetadataProperties

  • Type:

SourceDetail

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TrialComponentSourceDetail]

LineageGroupArn

  • Type: typing.Optional[str]

Tags

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

Parents

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

RunName

  • Type: typing.Optional[str]

TrialComponentArtifact

Value

  • Type:
  • Required: Yes

MediaType

  • Type: typing.Optional[str]

TrialComponentMetricSummary

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]

TrialComponentParameterValue

StringValue

  • Type: typing.Optional[str]

NumberValue

  • Type: typing.Optional[float]

TrialComponentSimpleSummary

TrialComponentName

  • Type: typing.Optional[str]

TrialComponentArn

  • Type: typing.Optional[str]

TrialComponentSource

  • Type:

CreationTime

  • Type: typing.Optional[datetime.datetime]

CreatedBy

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.UserContext]

TrialComponentSource

SourceArn

  • Type:
  • Required: Yes

SourceType

  • Type: typing.Optional[str]

TrialComponentSourceDetail

SourceArn

  • Type: typing.Optional[str]

TrainingJob

  • Type:

ProcessingJob

  • Type:

TransformJob

  • Type:

TrialComponentStatus

PrimaryStatus

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

Message

  • Type: typing.Optional[str]

TrialComponentSummary

TrialComponentName

  • Type: typing.Optional[str]

TrialComponentArn

  • Type: typing.Optional[str]

DisplayName

  • Type: typing.Optional[str]

TrialComponentSource

  • Type:

Status

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TrialComponentStatus]

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.sagemaker_classes.UserContext]

LastModifiedTime

  • Type: typing.Optional[datetime.datetime]

LastModifiedBy

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.UserContext]

TrialSource

SourceArn

  • Type:
  • Required: Yes

SourceType

  • Type: typing.Optional[str]

TrialSummary

TrialArn

  • Type: typing.Optional[str]

TrialName

  • Type: typing.Optional[str]

DisplayName

  • Type: typing.Optional[str]

TrialSource

  • Type:

CreationTime

  • Type: typing.Optional[datetime.datetime]

LastModifiedTime

  • Type: typing.Optional[datetime.datetime]

TtlDuration

Unit

  • Type: typing.Optional[typing.Literal['Days', 'Hours', 'Minutes', 'Seconds', 'Weeks']]

Value

  • Type: typing.Optional[int]

TuningJobCompletionCriteria

TargetObjectiveMetricValue

  • Type: typing.Optional[float]

BestObjectiveNotImproving

  • Type:

ConvergenceDetected

  • Type:

TuningJobStepMetaData

Arn

  • Type: typing.Optional[str]

USD

Dollars

  • Type: typing.Optional[int]

Cents

  • Type: typing.Optional[int]

TenthFractionsOfACent

  • Type: typing.Optional[int]

UiConfig

UiTemplateS3Uri

  • Type: typing.Optional[str]

HumanTaskUiArn

  • Type: typing.Optional[str]

UiTemplate

Content

  • Type:
  • Required: Yes

UiTemplateInfo

Url

  • Type: typing.Optional[str]

ContentSha256

  • Type: typing.Optional[str]

UpdateActionRequest

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.Dict[str, str]]

PropertiesToRemove

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

UpdateActionResponse

ActionArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateAppImageConfigRequest

AppImageConfigName

  • Type:
  • Required: Yes

KernelGatewayImageConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.KernelGatewayImageConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.KernelGatewayImageConfigOutput, NoneType]

JupyterLabAppImageConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.JupyterLabAppImageConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.JupyterLabAppImageConfigOutput, NoneType]

CodeEditorAppImageConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.CodeEditorAppImageConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.CodeEditorAppImageConfigOutput, NoneType]

UpdateAppImageConfigResponse

AppImageConfigArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateArtifactRequest

ArtifactArn

  • Type:
  • Required: Yes

ArtifactName

  • Type: typing.Optional[str]

Properties

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

PropertiesToRemove

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

UpdateArtifactResponse

ArtifactArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateClusterRequest

ClusterName

  • Type:
  • Required: Yes

InstanceGroups

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

NodeRecovery

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

InstanceGroupsToDelete

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

UpdateClusterResponse

ClusterArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateClusterSchedulerConfigRequest

ClusterSchedulerConfigId

  • Type:
  • Required: Yes

TargetVersion

  • Type:
  • Required: Yes

SchedulerConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SchedulerConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SchedulerConfigOutput, NoneType]

Description

  • Type: typing.Optional[str]

UpdateClusterSchedulerConfigResponse

ClusterSchedulerConfigArn

  • Type:
  • Required: Yes

ClusterSchedulerConfigVersion

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateClusterSoftwareRequest

ClusterName

  • Type:
  • Required: Yes

UpdateClusterSoftwareResponse

ClusterArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateCodeRepositoryInput

CodeRepositoryName

  • Type:
  • Required: Yes

GitConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.GitConfigForUpdate]

UpdateCodeRepositoryOutput

CodeRepositoryArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateComputeQuotaRequest

ComputeQuotaId

  • Type:
  • Required: Yes

TargetVersion

  • Type:
  • Required: Yes

ComputeQuotaConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ComputeQuotaConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ComputeQuotaConfigOutput, NoneType]

ComputeQuotaTarget

  • Type:

ActivationState

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

Description

  • Type: typing.Optional[str]

UpdateComputeQuotaResponse

ComputeQuotaArn

  • Type:
  • Required: Yes

ComputeQuotaVersion

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateContextRequest

ContextName

  • Type:
  • Required: Yes

Description

  • Type: typing.Optional[str]

Properties

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

PropertiesToRemove

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

UpdateContextResponse

ContextArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateDeviceFleetRequest

DeviceFleetName

  • Type:
  • Required: Yes

OutputConfig

  • Type:
  • Required: Yes

RoleArn

  • Type: typing.Optional[str]

Description

  • Type: typing.Optional[str]

EnableIotRoleAlias

  • Type: typing.Optional[bool]

UpdateDevicesRequest

DeviceFleetName

  • Type:
  • Required: Yes

Devices

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

UpdateDomainRequest

DomainId

  • Type:
  • Required: Yes

DefaultUserSettings

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.UserSettings, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.UserSettingsOutput, NoneType]

DomainSettingsForUpdate

  • Type:

AppSecurityGroupManagement

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

DefaultSpaceSettings

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DefaultSpaceSettings, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DefaultSpaceSettingsOutput, NoneType]

SubnetIds

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

AppNetworkAccessType

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

TagPropagation

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

UpdateDomainResponse

DomainArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateEndpointInput

EndpointName

  • Type:
  • Required: Yes

EndpointConfigName

  • Type:
  • Required: Yes

RetainAllVariantProperties

  • Type: typing.Optional[bool]

ExcludeRetainedVariantProperties

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

DeploymentConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DeploymentConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DeploymentConfigOutput, NoneType]

RetainDeploymentConfig

  • Type: typing.Optional[bool]

UpdateEndpointOutput

EndpointArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateEndpointWeightsAndCapacitiesInput

EndpointName

  • Type:
  • Required: Yes

DesiredWeightsAndCapacities

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

UpdateEndpointWeightsAndCapacitiesOutput

EndpointArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateExperimentRequest

ExperimentName

  • Type:
  • Required: Yes

DisplayName

  • Type: typing.Optional[str]

Description

  • Type: typing.Optional[str]

UpdateExperimentResponse

ExperimentArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateFeatureGroupRequest

FeatureGroupName

  • Type:
  • Required: Yes

FeatureAdditions

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

OnlineStoreConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.OnlineStoreConfigUpdate]

ThroughputConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ThroughputConfigUpdate]

UpdateFeatureGroupResponse

FeatureGroupArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateFeatureMetadataRequest

FeatureGroupName

  • Type:
  • Required: Yes

FeatureName

  • Type:
  • Required: Yes

Description

  • Type: typing.Optional[str]

ParameterAdditions

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

ParameterRemovals

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

UpdateHubContentReferenceRequest

HubName

  • Type:
  • Required: Yes

HubContentName

  • Type:
  • Required: Yes

HubContentType

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

MinVersion

  • Type: typing.Optional[str]

UpdateHubContentReferenceResponse

HubArn

  • Type:
  • Required: Yes

HubContentArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateHubContentRequest

HubName

  • Type:
  • Required: Yes

HubContentName

  • Type:
  • Required: Yes

HubContentType

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

HubContentVersion

  • Type:
  • Required: Yes

HubContentDisplayName

  • Type: typing.Optional[str]

HubContentDescription

  • Type: typing.Optional[str]

HubContentMarkdown

  • Type: typing.Optional[str]

HubContentSearchKeywords

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

SupportStatus

  • Type: typing.Optional[typing.Literal['Deprecated', 'Restricted', 'Supported']]

UpdateHubContentResponse

HubArn

  • Type:
  • Required: Yes

HubContentArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateHubRequest

HubName

  • Type:
  • Required: Yes

HubDescription

  • Type: typing.Optional[str]

HubDisplayName

  • Type: typing.Optional[str]

HubSearchKeywords

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

UpdateHubResponse

HubArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateImageRequest

ImageName

  • Type:
  • Required: Yes

DeleteProperties

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

Description

  • Type: typing.Optional[str]

DisplayName

  • Type: typing.Optional[str]

RoleArn

  • Type: typing.Optional[str]

UpdateImageResponse

ImageArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateImageVersionRequest

ImageName

  • Type:
  • Required: Yes

Alias

  • Type: typing.Optional[str]

Version

  • Type: typing.Optional[int]

AliasesToAdd

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

AliasesToDelete

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

UpdateImageVersionResponse

ImageVersionArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateInferenceComponentInput

InferenceComponentName

  • Type:
  • Required: Yes

Specification

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceComponentSpecification]

RuntimeConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceComponentRuntimeConfig]

DeploymentConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceComponentDeploymentConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceComponentDeploymentConfigOutput, NoneType]

UpdateInferenceComponentOutput

InferenceComponentArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateInferenceComponentRuntimeConfigInput

InferenceComponentName

  • Type:
  • Required: Yes

DesiredRuntimeConfig

  • Type:
  • Required: Yes

UpdateInferenceComponentRuntimeConfigOutput

InferenceComponentArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateInferenceExperimentRequest

Name

  • Type:
  • Required: Yes

Schedule

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceExperimentSchedule, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceExperimentScheduleOutput, NoneType]

Description

  • Type: typing.Optional[str]

ModelVariants

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

DataStorageConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceExperimentDataStorageConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceExperimentDataStorageConfigOutput, NoneType]

ShadowModeConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ShadowModeConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ShadowModeConfigOutput, NoneType]

UpdateInferenceExperimentResponse

InferenceExperimentArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateMlflowTrackingServerRequest

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]

UpdateMlflowTrackingServerResponse

TrackingServerArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateModelCardRequest

ModelCardName

  • Type:
  • Required: Yes

Content

  • Type: typing.Optional[str]

ModelCardStatus

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

UpdateModelCardResponse

ModelCardArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateModelPackageInput

ModelPackageArn

  • Type:
  • Required: Yes

ModelApprovalStatus

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

ApprovalDescription

  • Type: typing.Optional[str]

CustomerMetadataProperties

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

CustomerMetadataPropertiesToRemove

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

AdditionalInferenceSpecificationsToAdd

  • Type: typing.Optional[typing.List[typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AdditionalInferenceSpecificationDefinition, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.AdditionalInferenceSpecificationDefinitionOutput]]]

InferenceSpecification

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceSpecification, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.InferenceSpecificationOutput, NoneType]

SourceUri

  • Type: typing.Optional[str]

ModelCard

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ModelPackageModelCard]

ModelLifeCycle

  • Type:

ClientToken

  • Type: typing.Optional[str]

UpdateModelPackageOutput

ModelPackageArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateMonitoringAlertRequest

MonitoringScheduleName

  • Type:
  • Required: Yes

MonitoringAlertName

  • Type:
  • Required: Yes

DatapointsToAlert

  • Type:
  • Required: Yes

EvaluationPeriod

  • Type:
  • Required: Yes

UpdateMonitoringAlertResponse

MonitoringScheduleArn

  • Type:
  • Required: Yes

MonitoringAlertName

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateMonitoringScheduleRequest

MonitoringScheduleName

  • Type:
  • Required: Yes

MonitoringScheduleConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringScheduleConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MonitoringScheduleConfigOutput]
  • Required: Yes

UpdateMonitoringScheduleResponse

MonitoringScheduleArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateNotebookInstanceInput

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.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.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', 'ml.trn1.2xlarge', 'ml.trn1.32xlarge', 'ml.trn1n.32xlarge']]

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.List[str]]

AcceleratorTypes

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

UpdateNotebookInstanceLifecycleConfigInput

NotebookInstanceLifecycleConfigName

  • Type:
  • Required: Yes

OnCreate

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

OnStart

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

UpdatePartnerAppRequest

Arn

  • Type:
  • Required: Yes

MaintenanceConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.PartnerAppMaintenanceConfig]

Tier

  • Type: typing.Optional[str]

ApplicationConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.PartnerAppConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.PartnerAppConfigOutput, NoneType]

EnableIamSessionBasedIdentity

  • Type: typing.Optional[bool]

ClientToken

  • Type: typing.Optional[str]

Tags

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

UpdatePartnerAppResponse

Arn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdatePipelineExecutionRequest

PipelineExecutionArn

  • Type:
  • Required: Yes

PipelineExecutionDescription

  • Type: typing.Optional[str]

PipelineExecutionDisplayName

  • Type: typing.Optional[str]

ParallelismConfiguration

  • Type:

UpdatePipelineExecutionResponse

PipelineExecutionArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdatePipelineRequest

PipelineName

  • Type:
  • Required: Yes

PipelineDisplayName

  • Type: typing.Optional[str]

PipelineDefinition

  • Type: typing.Optional[str]

PipelineDefinitionS3Location

  • Type:

PipelineDescription

  • Type: typing.Optional[str]

RoleArn

  • Type: typing.Optional[str]

ParallelismConfiguration

  • Type:

UpdatePipelineResponse

PipelineArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateProjectInput

ProjectName

  • Type:
  • Required: Yes

ProjectDescription

  • Type: typing.Optional[str]

ServiceCatalogProvisioningUpdateDetails

  • Type:

Tags

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

UpdateProjectOutput

ProjectArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateSpaceRequest

DomainId

  • Type:
  • Required: Yes

SpaceName

  • Type:
  • Required: Yes

SpaceSettings

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SpaceSettings, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SpaceSettingsOutput, NoneType]

SpaceDisplayName

  • Type: typing.Optional[str]

UpdateSpaceResponse

SpaceArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateTrainingJobRequest

TrainingJobName

  • Type:
  • Required: Yes

ProfilerConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProfilerConfigForUpdate]

ProfilerRuleConfigurations

  • Type: typing.Optional[typing.List[typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProfilerRuleConfiguration, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ProfilerRuleConfigurationOutput]]]

ResourceConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.ResourceConfigForUpdate]

RemoteDebugConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.RemoteDebugConfigForUpdate]

UpdateTrainingJobResponse

TrainingJobArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateTrialComponentRequest

TrialComponentName

  • Type:
  • Required: Yes

DisplayName

  • Type: typing.Optional[str]

Status

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TrialComponentStatus]

StartTime

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

EndTime

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

Parameters

  • Type: typing.Optional[typing.Dict[str, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TrialComponentParameterValue]]

ParametersToRemove

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

InputArtifacts

  • Type: typing.Optional[typing.Dict[str, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TrialComponentArtifact]]

InputArtifactsToRemove

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

OutputArtifacts

  • Type: typing.Optional[typing.Dict[str, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.TrialComponentArtifact]]

OutputArtifactsToRemove

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

UpdateTrialComponentResponse

TrialComponentArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateTrialRequest

TrialName

  • Type:
  • Required: Yes

DisplayName

  • Type: typing.Optional[str]

UpdateTrialResponse

TrialArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateUserProfileRequest

DomainId

  • Type:
  • Required: Yes

UserProfileName

  • Type:
  • Required: Yes

UserSettings

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.UserSettings, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.UserSettingsOutput, NoneType]

UpdateUserProfileResponse

UserProfileArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateWorkforceRequest

WorkforceName

  • Type:
  • Required: Yes

SourceIpConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SourceIpConfig, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SourceIpConfigOutput, NoneType]

OidcConfig

  • Type:

WorkforceVpcConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.WorkforceVpcConfigRequest]

UpdateWorkforceResponse

Workforce

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UpdateWorkteamRequest

WorkteamName

  • Type:
  • Required: Yes

MemberDefinitions

  • Type: typing.Optional[typing.List[typing.Union[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MemberDefinition, aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MemberDefinitionOutput]]]

Description

  • Type: typing.Optional[str]

NotificationConfiguration

  • Type:

WorkerAccessConfiguration

  • Type:

UpdateWorkteamResponse

Workteam

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

UserContext

UserProfileArn

  • Type: typing.Optional[str]

UserProfileName

  • Type: typing.Optional[str]

DomainId

  • Type: typing.Optional[str]

IamIdentity

  • Type:

UserProfileDetails

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]

UserSettings

ExecutionRole

  • Type: typing.Optional[str]

SecurityGroups

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

SharingSettings

  • Type:

JupyterServerAppSettings

  • Type:

KernelGatewayAppSettings

  • Type:

TensorBoardAppSettings

  • Type:

RStudioServerProAppSettings

  • Type:

RSessionAppSettings

  • Type:

CanvasAppSettings

  • Type:

CodeEditorAppSettings

  • Type:

JupyterLabAppSettings

  • Type:

SpaceStorageSettings

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DefaultSpaceStorageSettings]

DefaultLandingUri

  • Type: typing.Optional[str]

StudioWebPortal

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

CustomPosixUserConfig

  • Type:

CustomFileSystemConfigs

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

StudioWebPortalSettings

  • Type:

AutoMountHomeEFS

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

UserSettingsOutput

ExecutionRole

  • Type: typing.Optional[str]

SecurityGroups

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

SharingSettings

  • Type:

JupyterServerAppSettings

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.JupyterServerAppSettingsOutput]

KernelGatewayAppSettings

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.KernelGatewayAppSettingsOutput]

TensorBoardAppSettings

  • Type:

RStudioServerProAppSettings

  • Type:

RSessionAppSettings

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.RSessionAppSettingsOutput]

CanvasAppSettings

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.CanvasAppSettingsOutput]

CodeEditorAppSettings

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.CodeEditorAppSettingsOutput]

JupyterLabAppSettings

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.JupyterLabAppSettingsOutput]

SpaceStorageSettings

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.DefaultSpaceStorageSettings]

DefaultLandingUri

  • Type: typing.Optional[str]

StudioWebPortal

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

CustomPosixUserConfig

  • Type:

CustomFileSystemConfigs

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

StudioWebPortalSettings

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.StudioWebPortalSettingsOutput]

AutoMountHomeEFS

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

VariantProperty

VariantPropertyType

  • Type: typing.Literal['DataCaptureConfig', 'DesiredInstanceCount', 'DesiredWeight']
  • Required: Yes

VectorConfig

Dimension

  • Type:
  • Required: Yes

Vertex

Arn

  • Type: typing.Optional[str]

Type

  • Type: typing.Optional[str]

LineageType

  • Type: typing.Optional[typing.Literal['Action', 'Artifact', 'Context', 'TrialComponent']]

VisibilityConditions

Key

  • Type: typing.Optional[str]

Value

  • Type: typing.Optional[str]

VpcConfig

SecurityGroupIds

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

Subnets

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

VpcConfigOutput

SecurityGroupIds

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

Subnets

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

WaiterConfig

Delay

  • Type: typing.Optional[int]

MaxAttempts

  • Type: typing.Optional[int]

WarmPoolStatus

Status

  • Type: typing.Literal['Available', 'InUse', 'Reused', 'Terminated']
  • Required: Yes

ResourceRetainedBillableTimeInSeconds

  • Type: typing.Optional[int]

ReusedByJob

  • Type: typing.Optional[str]

WorkerAccessConfiguration

S3Presign

  • Type:

Workforce

WorkforceName

  • Type:
  • Required: Yes

WorkforceArn

  • Type:
  • Required: Yes

LastUpdatedDate

  • Type: typing.Optional[datetime.datetime]

SourceIpConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.SourceIpConfigOutput]

SubDomain

  • Type: typing.Optional[str]

CognitoConfig

  • Type:

OidcConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.OidcConfigForResponse]

CreateDate

  • Type: typing.Optional[datetime.datetime]

WorkforceVpcConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.WorkforceVpcConfigResponse]

Status

  • Type: typing.Optional[typing.Literal['Active', 'Deleting', 'Failed', 'Initializing', 'Updating']]

FailureReason

  • Type: typing.Optional[str]

WorkforceVpcConfigRequest

VpcId

  • Type: typing.Optional[str]

SecurityGroupIds

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

Subnets

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

WorkforceVpcConfigResponse

VpcId

  • Type:
  • Required: Yes

SecurityGroupIds

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

Subnets

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

VpcEndpointId

  • Type: typing.Optional[str]

WorkspaceSettings

S3ArtifactPath

  • Type: typing.Optional[str]

S3KmsKeyId

  • Type: typing.Optional[str]

Workteam

WorkteamName

  • Type:
  • Required: Yes

MemberDefinitions

  • Type: typing.List[aws_resource_validator.pydantic_models.sagemaker.sagemaker_classes.MemberDefinitionOutput]
  • 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:

WorkerAccessConfiguration

  • Type: