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Cleanroomsml Classes

AudienceDestination

s3Destination

  • Type:
  • Required: Yes

AudienceExportJobSummary

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

audienceGenerationJobArn

  • Type:
  • Required: Yes

audienceSize

  • Type:
  • Required: Yes

status

  • Type: typing.Literal['ACTIVE', 'CREATE_FAILED', 'CREATE_IN_PROGRESS', 'CREATE_PENDING']
  • Required: Yes

description

  • Type: typing.Optional[str]

statusDetails

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.StatusDetails]

outputLocation

  • Type: typing.Optional[str]

AudienceGenerationJobDataSource

roleArn

  • Type:
  • Required: Yes

dataSource

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.S3ConfigMap]

sqlParameters

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.ProtectedQuerySQLParameters]

sqlComputeConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.ComputeConfiguration]

AudienceGenerationJobDataSourceOutput

roleArn

  • Type:
  • Required: Yes

dataSource

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.S3ConfigMap]

sqlParameters

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.ProtectedQuerySQLParametersOutput]

sqlComputeConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.ComputeConfiguration]

AudienceGenerationJobSummary

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

audienceGenerationJobArn

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

status

  • Type: typing.Literal['ACTIVE', 'CREATE_FAILED', 'CREATE_IN_PROGRESS', 'CREATE_PENDING', 'DELETE_FAILED', 'DELETE_IN_PROGRESS', 'DELETE_PENDING']
  • Required: Yes

configuredAudienceModelArn

  • Type:
  • Required: Yes

description

  • Type: typing.Optional[str]

collaborationId

  • Type: typing.Optional[str]

startedBy

  • Type: typing.Optional[str]

AudienceModelSummary

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

audienceModelArn

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

trainingDatasetArn

  • Type:
  • Required: Yes

status

  • Type: typing.Literal['ACTIVE', 'CREATE_FAILED', 'CREATE_IN_PROGRESS', 'CREATE_PENDING', 'DELETE_FAILED', 'DELETE_IN_PROGRESS', 'DELETE_PENDING']
  • Required: Yes

description

  • Type: typing.Optional[str]

AudienceQualityMetrics

relevanceMetrics

  • Type: typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.RelevanceMetric]
  • Required: Yes

recallMetric

  • Type: typing.Optional[float]

AudienceSize

type

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

value

  • Type:
  • Required: Yes

AudienceSizeConfig

audienceSizeType

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

audienceSizeBins

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

AudienceSizeConfigOutput

audienceSizeType

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

audienceSizeBins

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

BaseValidatorModel

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

CancelTrainedModelInferenceJobRequest

membershipIdentifier

  • Type:
  • Required: Yes

trainedModelInferenceJobArn

  • Type:
  • Required: Yes

CancelTrainedModelRequest

membershipIdentifier

  • Type:
  • Required: Yes

trainedModelArn

  • Type:
  • Required: Yes

CollaborationConfiguredModelAlgorithmAssociationSummary

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

configuredModelAlgorithmAssociationArn

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

membershipIdentifier

  • Type:
  • Required: Yes

collaborationIdentifier

  • Type:
  • Required: Yes

configuredModelAlgorithmArn

  • Type:
  • Required: Yes

creatorAccountId

  • Type:
  • Required: Yes

description

  • Type: typing.Optional[str]

CollaborationMLInputChannelSummary

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

membershipIdentifier

  • Type:
  • Required: Yes

collaborationIdentifier

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

configuredModelAlgorithmAssociations

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

mlInputChannelArn

  • Type:
  • Required: Yes

status

  • Type: typing.Literal['ACTIVE', 'CREATE_FAILED', 'CREATE_IN_PROGRESS', 'CREATE_PENDING', 'DELETE_FAILED', 'DELETE_IN_PROGRESS', 'DELETE_PENDING', 'INACTIVE']
  • Required: Yes

creatorAccountId

  • Type:
  • Required: Yes

description

  • Type: typing.Optional[str]

CollaborationTrainedModelExportJobSummary

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

outputConfiguration

  • Type:
  • Required: Yes

status

  • Type: typing.Literal['ACTIVE', 'CREATE_FAILED', 'CREATE_IN_PROGRESS', 'CREATE_PENDING']
  • Required: Yes

creatorAccountId

  • Type:
  • Required: Yes

trainedModelArn

  • Type:
  • Required: Yes

membershipIdentifier

  • Type:
  • Required: Yes

collaborationIdentifier

  • Type:
  • Required: Yes

statusDetails

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.StatusDetails]

description

  • Type: typing.Optional[str]

CollaborationTrainedModelInferenceJobSummary

trainedModelInferenceJobArn

  • Type:
  • Required: Yes

membershipIdentifier

  • Type:
  • Required: Yes

trainedModelArn

  • Type:
  • Required: Yes

collaborationIdentifier

  • Type:
  • Required: Yes

status

  • Type: typing.Literal['ACTIVE', 'CANCEL_FAILED', 'CANCEL_IN_PROGRESS', 'CANCEL_PENDING', 'CREATE_FAILED', 'CREATE_IN_PROGRESS', 'CREATE_PENDING', 'INACTIVE']
  • Required: Yes

outputConfiguration

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

creatorAccountId

  • Type:
  • Required: Yes

configuredModelAlgorithmAssociationArn

  • Type: typing.Optional[str]

description

  • Type: typing.Optional[str]

metricsStatus

  • Type: typing.Optional[typing.Literal['PUBLISH_FAILED', 'PUBLISH_SUCCEEDED']]

metricsStatusDetails

  • Type: typing.Optional[str]

logsStatus

  • Type: typing.Optional[typing.Literal['PUBLISH_FAILED', 'PUBLISH_SUCCEEDED']]

logsStatusDetails

  • Type: typing.Optional[str]

CollaborationTrainedModelSummary

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

trainedModelArn

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

membershipIdentifier

  • Type:
  • Required: Yes

collaborationIdentifier

  • Type:
  • Required: Yes

status

  • Type: typing.Literal['ACTIVE', 'CANCEL_FAILED', 'CANCEL_IN_PROGRESS', 'CANCEL_PENDING', 'CREATE_FAILED', 'CREATE_IN_PROGRESS', 'CREATE_PENDING', 'DELETE_FAILED', 'DELETE_IN_PROGRESS', 'DELETE_PENDING', 'INACTIVE']
  • Required: Yes

configuredModelAlgorithmAssociationArn

  • Type:
  • Required: Yes

creatorAccountId

  • Type:
  • Required: Yes

description

  • Type: typing.Optional[str]

ColumnSchema

columnName

  • Type:
  • Required: Yes

columnTypes

  • Type: typing.List[typing.Literal['CATEGORICAL_FEATURE', 'ITEM_ID', 'NUMERICAL_FEATURE', 'TIMESTAMP', 'USER_ID']]
  • Required: Yes

ColumnSchemaOutput

columnName

  • Type:
  • Required: Yes

columnTypes

  • Type: typing.List[typing.Literal['CATEGORICAL_FEATURE', 'ITEM_ID', 'NUMERICAL_FEATURE', 'TIMESTAMP', 'USER_ID']]
  • Required: Yes

ComputeConfiguration

worker

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.WorkerComputeConfiguration]

ConfiguredAudienceModelOutputConfig

destination

  • Type:
  • Required: Yes

roleArn

  • Type:
  • Required: Yes

ConfiguredAudienceModelSummary

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

audienceModelArn

  • Type:
  • Required: Yes

outputConfig

  • Type:
  • Required: Yes

configuredAudienceModelArn

  • Type:
  • Required: Yes

status

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

description

  • Type: typing.Optional[str]

ConfiguredModelAlgorithmAssociationSummary

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

configuredModelAlgorithmAssociationArn

  • Type:
  • Required: Yes

configuredModelAlgorithmArn

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

membershipIdentifier

  • Type:
  • Required: Yes

collaborationIdentifier

  • Type:
  • Required: Yes

description

  • Type: typing.Optional[str]

ConfiguredModelAlgorithmSummary

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

configuredModelAlgorithmArn

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

description

  • Type: typing.Optional[str]

ContainerConfig

imageUri

  • Type:
  • Required: Yes

entrypoint

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

arguments

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

metricDefinitions

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.MetricDefinition]]

ContainerConfigOutput

imageUri

  • Type:
  • Required: Yes

entrypoint

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

arguments

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

metricDefinitions

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.MetricDefinition]]

CreateAudienceModelRequest

name

  • Type:
  • Required: Yes

trainingDatasetArn

  • Type:
  • Required: Yes

trainingDataStartTime

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

trainingDataEndTime

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

kmsKeyArn

  • Type: typing.Optional[str]

tags

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

description

  • Type: typing.Optional[str]

CreateAudienceModelResponse

audienceModelArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateConfiguredAudienceModelRequest

name

  • Type:
  • Required: Yes

audienceModelArn

  • Type:
  • Required: Yes

outputConfig

  • Type:
  • Required: Yes

sharedAudienceMetrics

  • Type: typing.List[typing.Literal['ALL', 'NONE']]
  • Required: Yes

description

  • Type: typing.Optional[str]

minMatchingSeedSize

  • Type: typing.Optional[int]

audienceSizeConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.AudienceSizeConfig, aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.AudienceSizeConfigOutput, NoneType]

tags

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

childResourceTagOnCreatePolicy

  • Type: typing.Optional[typing.Literal['FROM_PARENT_RESOURCE', 'NONE']]

CreateConfiguredAudienceModelResponse

configuredAudienceModelArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateConfiguredModelAlgorithmAssociationRequest

membershipIdentifier

  • Type:
  • Required: Yes

configuredModelAlgorithmArn

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

description

  • Type: typing.Optional[str]

privacyConfiguration

  • Type: typing.Union[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.PrivacyConfiguration, aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.PrivacyConfigurationOutput, NoneType]

tags

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

CreateConfiguredModelAlgorithmAssociationResponse

configuredModelAlgorithmAssociationArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateConfiguredModelAlgorithmRequest

name

  • Type:
  • Required: Yes

roleArn

  • Type:
  • Required: Yes

description

  • Type: typing.Optional[str]

trainingContainerConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.ContainerConfig, aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.ContainerConfigOutput, NoneType]

inferenceContainerConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.InferenceContainerConfig]

tags

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

kmsKeyArn

  • Type: typing.Optional[str]

CreateConfiguredModelAlgorithmResponse

configuredModelAlgorithmArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateMLInputChannelRequest

membershipIdentifier

  • Type:
  • Required: Yes

configuredModelAlgorithmAssociations

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

inputChannel

  • Type: typing.Union[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.InputChannel, aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.InputChannelOutput]
  • Required: Yes

name

  • Type:
  • Required: Yes

retentionInDays

  • Type:
  • Required: Yes

description

  • Type: typing.Optional[str]

kmsKeyArn

  • Type: typing.Optional[str]

tags

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

CreateMLInputChannelResponse

mlInputChannelArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateTrainedModelRequest

membershipIdentifier

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

configuredModelAlgorithmAssociationArn

  • Type:
  • Required: Yes

resourceConfig

  • Type:
  • Required: Yes

dataChannels

  • Type: typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.ModelTrainingDataChannel]
  • Required: Yes

hyperparameters

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

environment

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

stoppingCondition

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.StoppingCondition]

description

  • Type: typing.Optional[str]

kmsKeyArn

  • Type: typing.Optional[str]

tags

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

CreateTrainedModelResponse

trainedModelArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

CreateTrainingDatasetRequest

name

  • Type:
  • Required: Yes

roleArn

  • Type:
  • Required: Yes

trainingData

  • Type: typing.List[typing.Union[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.Dataset, aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.DatasetOutput]]
  • Required: Yes

tags

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

description

  • Type: typing.Optional[str]

CreateTrainingDatasetResponse

trainingDatasetArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

DataSource

glueDataSource

  • Type:
  • Required: Yes

Dataset

type

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

inputConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.DatasetInputConfig, aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.DatasetInputConfigOutput]
  • Required: Yes

DatasetInputConfig

schema

  • Type: typing.List[typing.Union[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.ColumnSchema, aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.ColumnSchemaOutput]]
  • Default: >

dataSource

  • Type:
  • Required: Yes

DatasetInputConfigOutput

schema

  • Type: typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.ColumnSchemaOutput]
  • Default: >

dataSource

  • Type:
  • Required: Yes

DatasetOutput

type

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

inputConfig

  • Type:
  • Required: Yes

DeleteAudienceGenerationJobRequest

audienceGenerationJobArn

  • Type:
  • Required: Yes

DeleteAudienceModelRequest

audienceModelArn

  • Type:
  • Required: Yes

DeleteConfiguredAudienceModelPolicyRequest

configuredAudienceModelArn

  • Type:
  • Required: Yes

DeleteConfiguredAudienceModelRequest

configuredAudienceModelArn

  • Type:
  • Required: Yes

DeleteConfiguredModelAlgorithmAssociationRequest

configuredModelAlgorithmAssociationArn

  • Type:
  • Required: Yes

membershipIdentifier

  • Type:
  • Required: Yes

DeleteConfiguredModelAlgorithmRequest

configuredModelAlgorithmArn

  • Type:
  • Required: Yes

DeleteMLConfigurationRequest

membershipIdentifier

  • Type:
  • Required: Yes

DeleteMLInputChannelDataRequest

mlInputChannelArn

  • Type:
  • Required: Yes

membershipIdentifier

  • Type:
  • Required: Yes

DeleteTrainedModelOutputRequest

trainedModelArn

  • Type:
  • Required: Yes

membershipIdentifier

  • Type:
  • Required: Yes

DeleteTrainingDatasetRequest

trainingDatasetArn

  • Type:
  • Required: Yes

Destination

s3Destination

  • Type:
  • Required: Yes

EmptyResponseMetadata

ResponseMetadata

  • Type:
  • Required: Yes

GetAudienceGenerationJobRequest

audienceGenerationJobArn

  • Type:
  • Required: Yes

GetAudienceGenerationJobResponse

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

audienceGenerationJobArn

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

description

  • Type:
  • Required: Yes

status

  • Type: typing.Literal['ACTIVE', 'CREATE_FAILED', 'CREATE_IN_PROGRESS', 'CREATE_PENDING', 'DELETE_FAILED', 'DELETE_IN_PROGRESS', 'DELETE_PENDING']
  • Required: Yes

statusDetails

  • Type:
  • Required: Yes

configuredAudienceModelArn

  • Type:
  • Required: Yes

seedAudience

  • Type:
  • Required: Yes

includeSeedInOutput

  • Type:
  • Required: Yes

collaborationId

  • Type:
  • Required: Yes

metrics

  • Type:
  • Required: Yes

startedBy

  • Type:
  • Required: Yes

tags

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

protectedQueryIdentifier

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

GetAudienceModelRequest

audienceModelArn

  • Type:
  • Required: Yes

GetAudienceModelResponse

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

trainingDataStartTime

  • Type:
  • Required: Yes

trainingDataEndTime

  • Type:
  • Required: Yes

audienceModelArn

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

trainingDatasetArn

  • Type:
  • Required: Yes

status

  • Type: typing.Literal['ACTIVE', 'CREATE_FAILED', 'CREATE_IN_PROGRESS', 'CREATE_PENDING', 'DELETE_FAILED', 'DELETE_IN_PROGRESS', 'DELETE_PENDING']
  • Required: Yes

statusDetails

  • Type:
  • Required: Yes

kmsKeyArn

  • Type:
  • Required: Yes

tags

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

description

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

GetCollaborationConfiguredModelAlgorithmAssociationRequest

configuredModelAlgorithmAssociationArn

  • Type:
  • Required: Yes

collaborationIdentifier

  • Type:
  • Required: Yes

GetCollaborationConfiguredModelAlgorithmAssociationResponse

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

configuredModelAlgorithmAssociationArn

  • Type:
  • Required: Yes

membershipIdentifier

  • Type:
  • Required: Yes

collaborationIdentifier

  • Type:
  • Required: Yes

configuredModelAlgorithmArn

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

description

  • Type:
  • Required: Yes

creatorAccountId

  • Type:
  • Required: Yes

privacyConfiguration

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

GetCollaborationMLInputChannelRequest

mlInputChannelArn

  • Type:
  • Required: Yes

collaborationIdentifier

  • Type:
  • Required: Yes

GetCollaborationMLInputChannelResponse

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

creatorAccountId

  • Type:
  • Required: Yes

membershipIdentifier

  • Type:
  • Required: Yes

collaborationIdentifier

  • Type:
  • Required: Yes

mlInputChannelArn

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

configuredModelAlgorithmAssociations

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

status

  • Type: typing.Literal['ACTIVE', 'CREATE_FAILED', 'CREATE_IN_PROGRESS', 'CREATE_PENDING', 'DELETE_FAILED', 'DELETE_IN_PROGRESS', 'DELETE_PENDING', 'INACTIVE']
  • Required: Yes

statusDetails

  • Type:
  • Required: Yes

retentionInDays

  • Type:
  • Required: Yes

numberOfRecords

  • Type:
  • Required: Yes

description

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

GetCollaborationTrainedModelRequest

trainedModelArn

  • Type:
  • Required: Yes

collaborationIdentifier

  • Type:
  • Required: Yes

GetCollaborationTrainedModelResponse

membershipIdentifier

  • Type:
  • Required: Yes

collaborationIdentifier

  • Type:
  • Required: Yes

trainedModelArn

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

description

  • Type:
  • Required: Yes

status

  • Type: typing.Literal['ACTIVE', 'CANCEL_FAILED', 'CANCEL_IN_PROGRESS', 'CANCEL_PENDING', 'CREATE_FAILED', 'CREATE_IN_PROGRESS', 'CREATE_PENDING', 'DELETE_FAILED', 'DELETE_IN_PROGRESS', 'DELETE_PENDING', 'INACTIVE']
  • Required: Yes

statusDetails

  • Type:
  • Required: Yes

configuredModelAlgorithmAssociationArn

  • Type:
  • Required: Yes

resourceConfig

  • Type:
  • Required: Yes

stoppingCondition

  • Type:
  • Required: Yes

metricsStatus

  • Type: typing.Literal['PUBLISH_FAILED', 'PUBLISH_SUCCEEDED']
  • Required: Yes

metricsStatusDetails

  • Type:
  • Required: Yes

logsStatus

  • Type: typing.Literal['PUBLISH_FAILED', 'PUBLISH_SUCCEEDED']
  • Required: Yes

logsStatusDetails

  • Type:
  • Required: Yes

trainingContainerImageDigest

  • Type:
  • Required: Yes

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

creatorAccountId

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

GetConfiguredAudienceModelPolicyRequest

configuredAudienceModelArn

  • Type:
  • Required: Yes

GetConfiguredAudienceModelPolicyResponse

configuredAudienceModelArn

  • Type:
  • Required: Yes

configuredAudienceModelPolicy

  • Type:
  • Required: Yes

policyHash

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

GetConfiguredAudienceModelRequest

configuredAudienceModelArn

  • Type:
  • Required: Yes

GetConfiguredAudienceModelResponse

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

configuredAudienceModelArn

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

audienceModelArn

  • Type:
  • Required: Yes

outputConfig

  • Type:
  • Required: Yes

description

  • Type:
  • Required: Yes

status

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

sharedAudienceMetrics

  • Type: typing.List[typing.Literal['ALL', 'NONE']]
  • Required: Yes

minMatchingSeedSize

  • Type:
  • Required: Yes

audienceSizeConfig

  • Type:
  • Required: Yes

tags

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

childResourceTagOnCreatePolicy

  • Type: typing.Literal['FROM_PARENT_RESOURCE', 'NONE']
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

GetConfiguredModelAlgorithmAssociationRequest

configuredModelAlgorithmAssociationArn

  • Type:
  • Required: Yes

membershipIdentifier

  • Type:
  • Required: Yes

GetConfiguredModelAlgorithmAssociationResponse

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

configuredModelAlgorithmAssociationArn

  • Type:
  • Required: Yes

membershipIdentifier

  • Type:
  • Required: Yes

collaborationIdentifier

  • Type:
  • Required: Yes

configuredModelAlgorithmArn

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

privacyConfiguration

  • Type:
  • Required: Yes

description

  • Type:
  • Required: Yes

tags

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

ResponseMetadata

  • Type:
  • Required: Yes

GetConfiguredModelAlgorithmRequest

configuredModelAlgorithmArn

  • Type:
  • Required: Yes

GetConfiguredModelAlgorithmResponse

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

configuredModelAlgorithmArn

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

trainingContainerConfig

  • Type:
  • Required: Yes

inferenceContainerConfig

  • Type:
  • Required: Yes

roleArn

  • Type:
  • Required: Yes

description

  • Type:
  • Required: Yes

tags

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

kmsKeyArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

GetMLConfigurationRequest

membershipIdentifier

  • Type:
  • Required: Yes

GetMLConfigurationResponse

membershipIdentifier

  • Type:
  • Required: Yes

defaultOutputLocation

  • Type:
  • Required: Yes

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

GetMLInputChannelRequest

mlInputChannelArn

  • Type:
  • Required: Yes

membershipIdentifier

  • Type:
  • Required: Yes

GetMLInputChannelResponse

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

membershipIdentifier

  • Type:
  • Required: Yes

collaborationIdentifier

  • Type:
  • Required: Yes

inputChannel

  • Type:
  • Required: Yes

protectedQueryIdentifier

  • Type:
  • Required: Yes

mlInputChannelArn

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

configuredModelAlgorithmAssociations

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

status

  • Type: typing.Literal['ACTIVE', 'CREATE_FAILED', 'CREATE_IN_PROGRESS', 'CREATE_PENDING', 'DELETE_FAILED', 'DELETE_IN_PROGRESS', 'DELETE_PENDING', 'INACTIVE']
  • Required: Yes

statusDetails

  • Type:
  • Required: Yes

retentionInDays

  • Type:
  • Required: Yes

numberOfRecords

  • Type:
  • Required: Yes

numberOfFiles

  • Type:
  • Required: Yes

sizeInGb

  • Type:
  • Required: Yes

description

  • Type:
  • Required: Yes

kmsKeyArn

  • Type:
  • Required: Yes

tags

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

ResponseMetadata

  • Type:
  • Required: Yes

GetTrainedModelInferenceJobRequest

membershipIdentifier

  • Type:
  • Required: Yes

trainedModelInferenceJobArn

  • Type:
  • Required: Yes

GetTrainedModelInferenceJobResponse

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

trainedModelInferenceJobArn

  • Type:
  • Required: Yes

configuredModelAlgorithmAssociationArn

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

status

  • Type: typing.Literal['ACTIVE', 'CANCEL_FAILED', 'CANCEL_IN_PROGRESS', 'CANCEL_PENDING', 'CREATE_FAILED', 'CREATE_IN_PROGRESS', 'CREATE_PENDING', 'INACTIVE']
  • Required: Yes

trainedModelArn

  • Type:
  • Required: Yes

resourceConfig

  • Type:
  • Required: Yes

outputConfiguration

  • Type:
  • Required: Yes

membershipIdentifier

  • Type:
  • Required: Yes

dataSource

  • Type:
  • Required: Yes

containerExecutionParameters

  • Type:
  • Required: Yes

statusDetails

  • Type:
  • Required: Yes

description

  • Type:
  • Required: Yes

inferenceContainerImageDigest

  • Type:
  • Required: Yes

environment

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

kmsKeyArn

  • Type:
  • Required: Yes

metricsStatus

  • Type: typing.Literal['PUBLISH_FAILED', 'PUBLISH_SUCCEEDED']
  • Required: Yes

metricsStatusDetails

  • Type:
  • Required: Yes

logsStatus

  • Type: typing.Literal['PUBLISH_FAILED', 'PUBLISH_SUCCEEDED']
  • Required: Yes

logsStatusDetails

  • Type:
  • Required: Yes

tags

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

ResponseMetadata

  • Type:
  • Required: Yes

GetTrainedModelRequest

trainedModelArn

  • Type:
  • Required: Yes

membershipIdentifier

  • Type:
  • Required: Yes

GetTrainedModelResponse

membershipIdentifier

  • Type:
  • Required: Yes

collaborationIdentifier

  • Type:
  • Required: Yes

trainedModelArn

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

description

  • Type:
  • Required: Yes

status

  • Type: typing.Literal['ACTIVE', 'CANCEL_FAILED', 'CANCEL_IN_PROGRESS', 'CANCEL_PENDING', 'CREATE_FAILED', 'CREATE_IN_PROGRESS', 'CREATE_PENDING', 'DELETE_FAILED', 'DELETE_IN_PROGRESS', 'DELETE_PENDING', 'INACTIVE']
  • Required: Yes

statusDetails

  • Type:
  • Required: Yes

configuredModelAlgorithmAssociationArn

  • Type:
  • Required: Yes

resourceConfig

  • Type:
  • Required: Yes

stoppingCondition

  • Type:
  • Required: Yes

metricsStatus

  • Type: typing.Literal['PUBLISH_FAILED', 'PUBLISH_SUCCEEDED']
  • Required: Yes

metricsStatusDetails

  • Type:
  • Required: Yes

logsStatus

  • Type: typing.Literal['PUBLISH_FAILED', 'PUBLISH_SUCCEEDED']
  • Required: Yes

logsStatusDetails

  • Type:
  • Required: Yes

trainingContainerImageDigest

  • Type:
  • Required: Yes

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

hyperparameters

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

environment

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

kmsKeyArn

  • Type:
  • Required: Yes

tags

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

dataChannels

  • Type: typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.ModelTrainingDataChannel]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

GetTrainingDatasetRequest

trainingDatasetArn

  • Type:
  • Required: Yes

GetTrainingDatasetResponse

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

trainingDatasetArn

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

trainingData

  • Type: typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.DatasetOutput]
  • Required: Yes

status

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

roleArn

  • Type:
  • Required: Yes

tags

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

description

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

GlueDataSource

tableName

  • Type:
  • Required: Yes

databaseName

  • Type:
  • Required: Yes

catalogId

  • Type: typing.Optional[str]

InferenceContainerConfig

imageUri

  • Type:
  • Required: Yes

InferenceContainerExecutionParameters

maxPayloadInMB

  • Type: typing.Optional[int]

InferenceOutputConfiguration

members

  • Type: typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.InferenceReceiverMember]
  • Required: Yes

accept

  • Type: typing.Optional[str]

InferenceOutputConfigurationOutput

members

  • Type: typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.InferenceReceiverMember]
  • Required: Yes

accept

  • Type: typing.Optional[str]

InferenceReceiverMember

accountId

  • Type:
  • Required: Yes

InferenceResourceConfig

instanceType

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

instanceCount

  • Type: typing.Optional[int]

InputChannel

dataSource

  • Type:
  • Required: Yes

roleArn

  • Type:
  • Required: Yes

InputChannelDataSource

protectedQueryInputParameters

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.ProtectedQueryInputParameters]

InputChannelDataSourceOutput

protectedQueryInputParameters

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.ProtectedQueryInputParametersOutput]

InputChannelOutput

dataSource

  • Type:
  • Required: Yes

roleArn

  • Type:
  • Required: Yes

ListAudienceExportJobsRequest

nextToken

  • Type: typing.Optional[str]

maxResults

  • Type: typing.Optional[int]

audienceGenerationJobArn

  • Type: typing.Optional[str]

ListAudienceExportJobsRequestPaginate

audienceGenerationJobArn

  • Type: typing.Optional[str]

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.PaginatorConfig]

ListAudienceExportJobsResponse

audienceExportJobs

  • Type: typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.AudienceExportJobSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

nextToken

  • Type: typing.Optional[str]

ListAudienceGenerationJobsRequest

nextToken

  • Type: typing.Optional[str]

maxResults

  • Type: typing.Optional[int]

configuredAudienceModelArn

  • Type: typing.Optional[str]

collaborationId

  • Type: typing.Optional[str]

ListAudienceGenerationJobsRequestPaginate

configuredAudienceModelArn

  • Type: typing.Optional[str]

collaborationId

  • Type: typing.Optional[str]

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.PaginatorConfig]

ListAudienceGenerationJobsResponse

audienceGenerationJobs

  • Type: typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.AudienceGenerationJobSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

nextToken

  • Type: typing.Optional[str]

ListAudienceModelsRequest

nextToken

  • Type: typing.Optional[str]

maxResults

  • Type: typing.Optional[int]

ListAudienceModelsRequestPaginate

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.PaginatorConfig]

ListAudienceModelsResponse

audienceModels

  • Type: typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.AudienceModelSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

nextToken

  • Type: typing.Optional[str]

ListCollaborationConfiguredModelAlgorithmAssociationsRequest

collaborationIdentifier

  • Type:
  • Required: Yes

nextToken

  • Type: typing.Optional[str]

maxResults

  • Type: typing.Optional[int]

ListCollaborationConfiguredModelAlgorithmAssociationsRequestPaginate

collaborationIdentifier

  • Type:
  • Required: Yes

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.PaginatorConfig]

ListCollaborationConfiguredModelAlgorithmAssociationsResponse

collaborationConfiguredModelAlgorithmAssociations

  • Type: typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.CollaborationConfiguredModelAlgorithmAssociationSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

nextToken

  • Type: typing.Optional[str]

ListCollaborationMLInputChannelsRequest

collaborationIdentifier

  • Type:
  • Required: Yes

nextToken

  • Type: typing.Optional[str]

maxResults

  • Type: typing.Optional[int]

ListCollaborationMLInputChannelsRequestPaginate

collaborationIdentifier

  • Type:
  • Required: Yes

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.PaginatorConfig]

ListCollaborationMLInputChannelsResponse

collaborationMLInputChannelsList

  • Type: typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.CollaborationMLInputChannelSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

nextToken

  • Type: typing.Optional[str]

ListCollaborationTrainedModelExportJobsRequest

collaborationIdentifier

  • Type:
  • Required: Yes

trainedModelArn

  • Type:
  • Required: Yes

nextToken

  • Type: typing.Optional[str]

maxResults

  • Type: typing.Optional[int]

ListCollaborationTrainedModelExportJobsRequestPaginate

collaborationIdentifier

  • Type:
  • Required: Yes

trainedModelArn

  • Type:
  • Required: Yes

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.PaginatorConfig]

ListCollaborationTrainedModelExportJobsResponse

collaborationTrainedModelExportJobs

  • Type: typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.CollaborationTrainedModelExportJobSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

nextToken

  • Type: typing.Optional[str]

ListCollaborationTrainedModelInferenceJobsRequest

collaborationIdentifier

  • Type:
  • Required: Yes

nextToken

  • Type: typing.Optional[str]

maxResults

  • Type: typing.Optional[int]

trainedModelArn

  • Type: typing.Optional[str]

ListCollaborationTrainedModelInferenceJobsRequestPaginate

collaborationIdentifier

  • Type:
  • Required: Yes

trainedModelArn

  • Type: typing.Optional[str]

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.PaginatorConfig]

ListCollaborationTrainedModelInferenceJobsResponse

collaborationTrainedModelInferenceJobs

  • Type: typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.CollaborationTrainedModelInferenceJobSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

nextToken

  • Type: typing.Optional[str]

ListCollaborationTrainedModelsRequest

collaborationIdentifier

  • Type:
  • Required: Yes

nextToken

  • Type: typing.Optional[str]

maxResults

  • Type: typing.Optional[int]

ListCollaborationTrainedModelsRequestPaginate

collaborationIdentifier

  • Type:
  • Required: Yes

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.PaginatorConfig]

ListCollaborationTrainedModelsResponse

collaborationTrainedModels

  • Type: typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.CollaborationTrainedModelSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

nextToken

  • Type: typing.Optional[str]

ListConfiguredAudienceModelsRequest

nextToken

  • Type: typing.Optional[str]

maxResults

  • Type: typing.Optional[int]

ListConfiguredAudienceModelsRequestPaginate

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.PaginatorConfig]

ListConfiguredAudienceModelsResponse

configuredAudienceModels

  • Type: typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.ConfiguredAudienceModelSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

nextToken

  • Type: typing.Optional[str]

ListConfiguredModelAlgorithmAssociationsRequest

membershipIdentifier

  • Type:
  • Required: Yes

nextToken

  • Type: typing.Optional[str]

maxResults

  • Type: typing.Optional[int]

ListConfiguredModelAlgorithmAssociationsRequestPaginate

membershipIdentifier

  • Type:
  • Required: Yes

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.PaginatorConfig]

ListConfiguredModelAlgorithmAssociationsResponse

configuredModelAlgorithmAssociations

  • Type: typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.ConfiguredModelAlgorithmAssociationSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

nextToken

  • Type: typing.Optional[str]

ListConfiguredModelAlgorithmsRequest

nextToken

  • Type: typing.Optional[str]

maxResults

  • Type: typing.Optional[int]

ListConfiguredModelAlgorithmsRequestPaginate

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.PaginatorConfig]

ListConfiguredModelAlgorithmsResponse

configuredModelAlgorithms

  • Type: typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.ConfiguredModelAlgorithmSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

nextToken

  • Type: typing.Optional[str]

ListMLInputChannelsRequest

membershipIdentifier

  • Type:
  • Required: Yes

nextToken

  • Type: typing.Optional[str]

maxResults

  • Type: typing.Optional[int]

ListMLInputChannelsRequestPaginate

membershipIdentifier

  • Type:
  • Required: Yes

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.PaginatorConfig]

ListMLInputChannelsResponse

mlInputChannelsList

  • Type: typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.MLInputChannelSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

nextToken

  • Type: typing.Optional[str]

ListTagsForResourceRequest

resourceArn

  • Type:
  • Required: Yes

ListTagsForResourceResponse

tags

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

ResponseMetadata

  • Type:
  • Required: Yes

ListTrainedModelInferenceJobsRequest

membershipIdentifier

  • Type:
  • Required: Yes

nextToken

  • Type: typing.Optional[str]

maxResults

  • Type: typing.Optional[int]

trainedModelArn

  • Type: typing.Optional[str]

ListTrainedModelInferenceJobsRequestPaginate

membershipIdentifier

  • Type:
  • Required: Yes

trainedModelArn

  • Type: typing.Optional[str]

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.PaginatorConfig]

ListTrainedModelInferenceJobsResponse

trainedModelInferenceJobs

  • Type: typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.TrainedModelInferenceJobSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

nextToken

  • Type: typing.Optional[str]

ListTrainedModelsRequest

membershipIdentifier

  • Type:
  • Required: Yes

nextToken

  • Type: typing.Optional[str]

maxResults

  • Type: typing.Optional[int]

ListTrainedModelsRequestPaginate

membershipIdentifier

  • Type:
  • Required: Yes

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.PaginatorConfig]

ListTrainedModelsResponse

trainedModels

  • Type: typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.TrainedModelSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

nextToken

  • Type: typing.Optional[str]

ListTrainingDatasetsRequest

nextToken

  • Type: typing.Optional[str]

maxResults

  • Type: typing.Optional[int]

ListTrainingDatasetsRequestPaginate

PaginationConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.PaginatorConfig]

ListTrainingDatasetsResponse

trainingDatasets

  • Type: typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.TrainingDatasetSummary]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

nextToken

  • Type: typing.Optional[str]

LogsConfigurationPolicy

allowedAccountIds

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

filterPattern

  • Type: typing.Optional[str]

LogsConfigurationPolicyOutput

allowedAccountIds

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

filterPattern

  • Type: typing.Optional[str]

MLInputChannelSummary

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

membershipIdentifier

  • Type:
  • Required: Yes

collaborationIdentifier

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

configuredModelAlgorithmAssociations

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

mlInputChannelArn

  • Type:
  • Required: Yes

status

  • Type: typing.Literal['ACTIVE', 'CREATE_FAILED', 'CREATE_IN_PROGRESS', 'CREATE_PENDING', 'DELETE_FAILED', 'DELETE_IN_PROGRESS', 'DELETE_PENDING', 'INACTIVE']
  • Required: Yes

protectedQueryIdentifier

  • Type: typing.Optional[str]

description

  • Type: typing.Optional[str]

MLOutputConfiguration

roleArn

  • Type:
  • Required: Yes

destination

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.Destination]

MetricDefinition

name

  • Type:
  • Required: Yes

regex

  • Type:
  • Required: Yes

MetricsConfigurationPolicy

noiseLevel

  • Type: typing.Literal['HIGH', 'LOW', 'MEDIUM', 'NONE']
  • Required: Yes

ModelInferenceDataSource

mlInputChannelArn

  • Type:
  • Required: Yes

ModelTrainingDataChannel

mlInputChannelArn

  • Type:
  • Required: Yes

channelName

  • Type:
  • Required: Yes

PaginatorConfig

MaxItems

  • Type: typing.Optional[int]

PageSize

  • Type: typing.Optional[int]

StartingToken

  • Type: typing.Optional[str]

PrivacyConfiguration

policies

  • Type:
  • Required: Yes

PrivacyConfigurationOutput

policies

  • Type:
  • Required: Yes

PrivacyConfigurationPolicies

trainedModels

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.TrainedModelsConfigurationPolicy]

trainedModelExports

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.TrainedModelExportsConfigurationPolicy]

trainedModelInferenceJobs

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.TrainedModelInferenceJobsConfigurationPolicy]

PrivacyConfigurationPoliciesOutput

trainedModels

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.TrainedModelsConfigurationPolicyOutput]

trainedModelExports

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.TrainedModelExportsConfigurationPolicyOutput]

trainedModelInferenceJobs

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.TrainedModelInferenceJobsConfigurationPolicyOutput]

ProtectedQueryInputParameters

sqlParameters

  • Type:
  • Required: Yes

computeConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.ComputeConfiguration]

ProtectedQueryInputParametersOutput

sqlParameters

  • Type:
  • Required: Yes

computeConfiguration

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.ComputeConfiguration]

ProtectedQuerySQLParameters

queryString

  • Type: typing.Optional[str]

analysisTemplateArn

  • Type: typing.Optional[str]

parameters

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

ProtectedQuerySQLParametersOutput

queryString

  • Type: typing.Optional[str]

analysisTemplateArn

  • Type: typing.Optional[str]

parameters

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

PutConfiguredAudienceModelPolicyRequest

configuredAudienceModelArn

  • Type:
  • Required: Yes

configuredAudienceModelPolicy

  • Type:
  • Required: Yes

previousPolicyHash

  • Type: typing.Optional[str]

policyExistenceCondition

  • Type: typing.Optional[typing.Literal['POLICY_MUST_EXIST', 'POLICY_MUST_NOT_EXIST']]

PutConfiguredAudienceModelPolicyResponse

configuredAudienceModelPolicy

  • Type:
  • Required: Yes

policyHash

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

PutMLConfigurationRequest

membershipIdentifier

  • Type:
  • Required: Yes

defaultOutputLocation

  • Type:
  • Required: Yes

RelevanceMetric

audienceSize

  • Type:
  • Required: Yes

score

  • Type: typing.Optional[float]

ResourceConfig

instanceType

  • Type: typing.Literal['ml.c4.2xlarge', 'ml.c4.4xlarge', 'ml.c4.8xlarge', 'ml.c4.xlarge', 'ml.c5.18xlarge', 'ml.c5.2xlarge', 'ml.c5.4xlarge', 'ml.c5.9xlarge', 'ml.c5.xlarge', 'ml.c5n.18xlarge', 'ml.c5n.2xlarge', 'ml.c5n.4xlarge', 'ml.c5n.9xlarge', 'ml.c5n.xlarge', 'ml.c6i.12xlarge', 'ml.c6i.16xlarge', 'ml.c6i.24xlarge', 'ml.c6i.2xlarge', 'ml.c6i.32xlarge', 'ml.c6i.4xlarge', 'ml.c6i.8xlarge', 'ml.c6i.xlarge', 'ml.g4dn.12xlarge', 'ml.g4dn.16xlarge', 'ml.g4dn.2xlarge', 'ml.g4dn.4xlarge', 'ml.g4dn.8xlarge', 'ml.g4dn.xlarge', 'ml.g5.12xlarge', 'ml.g5.16xlarge', 'ml.g5.24xlarge', 'ml.g5.2xlarge', 'ml.g5.48xlarge', 'ml.g5.4xlarge', 'ml.g5.8xlarge', 'ml.g5.xlarge', 'ml.m4.10xlarge', 'ml.m4.16xlarge', 'ml.m4.2xlarge', 'ml.m4.4xlarge', 'ml.m4.xlarge', 'ml.m5.12xlarge', 'ml.m5.24xlarge', 'ml.m5.2xlarge', 'ml.m5.4xlarge', 'ml.m5.large', 'ml.m5.xlarge', 'ml.m6i.12xlarge', 'ml.m6i.16xlarge', 'ml.m6i.24xlarge', 'ml.m6i.2xlarge', 'ml.m6i.32xlarge', 'ml.m6i.4xlarge', 'ml.m6i.8xlarge', 'ml.m6i.large', 'ml.m6i.xlarge', 'ml.p2.16xlarge', 'ml.p2.8xlarge', 'ml.p2.xlarge', 'ml.p3.16xlarge', 'ml.p3.2xlarge', 'ml.p3.8xlarge', 'ml.p3dn.24xlarge', 'ml.p4d.24xlarge', 'ml.p4de.24xlarge', 'ml.p5.48xlarge', 'ml.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']
  • Required: Yes

volumeSizeInGB

  • Type:
  • Required: Yes

instanceCount

  • Type: typing.Optional[int]

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]

S3ConfigMap

s3Uri

  • Type:
  • Required: Yes

StartAudienceExportJobRequest

name

  • Type:
  • Required: Yes

audienceGenerationJobArn

  • Type:
  • Required: Yes

audienceSize

  • Type:
  • Required: Yes

description

  • Type: typing.Optional[str]

StartAudienceGenerationJobRequest

name

  • Type:
  • Required: Yes

configuredAudienceModelArn

  • Type:
  • Required: Yes

seedAudience

  • Type: typing.Union[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.AudienceGenerationJobDataSource, aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.AudienceGenerationJobDataSourceOutput]
  • Required: Yes

includeSeedInOutput

  • Type: typing.Optional[bool]

collaborationId

  • Type: typing.Optional[str]

description

  • Type: typing.Optional[str]

tags

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

StartAudienceGenerationJobResponse

audienceGenerationJobArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

StartTrainedModelExportJobRequest

name

  • Type:
  • Required: Yes

trainedModelArn

  • Type:
  • Required: Yes

membershipIdentifier

  • Type:
  • Required: Yes

outputConfiguration

  • Type: typing.Union[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.TrainedModelExportOutputConfiguration, aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.TrainedModelExportOutputConfigurationOutput]
  • Required: Yes

description

  • Type: typing.Optional[str]

StartTrainedModelInferenceJobRequest

membershipIdentifier

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

trainedModelArn

  • Type:
  • Required: Yes

resourceConfig

  • Type:
  • Required: Yes

outputConfiguration

  • Type: typing.Union[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.InferenceOutputConfiguration, aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.InferenceOutputConfigurationOutput]
  • Required: Yes

dataSource

  • Type:
  • Required: Yes

configuredModelAlgorithmAssociationArn

  • Type: typing.Optional[str]

description

  • Type: typing.Optional[str]

containerExecutionParameters

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.InferenceContainerExecutionParameters]

environment

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

kmsKeyArn

  • Type: typing.Optional[str]

tags

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

StartTrainedModelInferenceJobResponse

trainedModelInferenceJobArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

StatusDetails

statusCode

  • Type: typing.Optional[str]

message

  • Type: typing.Optional[str]

StoppingCondition

maxRuntimeInSeconds

  • Type: typing.Optional[int]

TagResourceRequest

resourceArn

  • Type:
  • Required: Yes

tags

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

TrainedModelExportOutputConfiguration

members

  • Type: typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.TrainedModelExportReceiverMember]
  • Required: Yes

TrainedModelExportOutputConfigurationOutput

members

  • Type: typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.TrainedModelExportReceiverMember]
  • Required: Yes

TrainedModelExportReceiverMember

accountId

  • Type:
  • Required: Yes

TrainedModelExportsConfigurationPolicy

maxSize

  • Type:
  • Required: Yes

filesToExport

  • Type: typing.List[typing.Literal['MODEL', 'OUTPUT']]
  • Required: Yes

TrainedModelExportsConfigurationPolicyOutput

maxSize

  • Type:
  • Required: Yes

filesToExport

  • Type: typing.List[typing.Literal['MODEL', 'OUTPUT']]
  • Required: Yes

TrainedModelExportsMaxSize

unit

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

value

  • Type:
  • Required: Yes

TrainedModelInferenceJobSummary

trainedModelInferenceJobArn

  • Type:
  • Required: Yes

membershipIdentifier

  • Type:
  • Required: Yes

trainedModelArn

  • Type:
  • Required: Yes

collaborationIdentifier

  • Type:
  • Required: Yes

status

  • Type: typing.Literal['ACTIVE', 'CANCEL_FAILED', 'CANCEL_IN_PROGRESS', 'CANCEL_PENDING', 'CREATE_FAILED', 'CREATE_IN_PROGRESS', 'CREATE_PENDING', 'INACTIVE']
  • Required: Yes

outputConfiguration

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

configuredModelAlgorithmAssociationArn

  • Type: typing.Optional[str]

description

  • Type: typing.Optional[str]

metricsStatus

  • Type: typing.Optional[typing.Literal['PUBLISH_FAILED', 'PUBLISH_SUCCEEDED']]

metricsStatusDetails

  • Type: typing.Optional[str]

logsStatus

  • Type: typing.Optional[typing.Literal['PUBLISH_FAILED', 'PUBLISH_SUCCEEDED']]

logsStatusDetails

  • Type: typing.Optional[str]

TrainedModelInferenceJobsConfigurationPolicy

containerLogs

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.LogsConfigurationPolicy]]

maxOutputSize

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.TrainedModelInferenceMaxOutputSize]

TrainedModelInferenceJobsConfigurationPolicyOutput

containerLogs

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.LogsConfigurationPolicyOutput]]

maxOutputSize

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.TrainedModelInferenceMaxOutputSize]

TrainedModelInferenceMaxOutputSize

unit

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

value

  • Type:
  • Required: Yes

TrainedModelSummary

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

trainedModelArn

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

membershipIdentifier

  • Type:
  • Required: Yes

collaborationIdentifier

  • Type:
  • Required: Yes

status

  • Type: typing.Literal['ACTIVE', 'CANCEL_FAILED', 'CANCEL_IN_PROGRESS', 'CANCEL_PENDING', 'CREATE_FAILED', 'CREATE_IN_PROGRESS', 'CREATE_PENDING', 'DELETE_FAILED', 'DELETE_IN_PROGRESS', 'DELETE_PENDING', 'INACTIVE']
  • Required: Yes

configuredModelAlgorithmAssociationArn

  • Type:
  • Required: Yes

description

  • Type: typing.Optional[str]

TrainedModelsConfigurationPolicy

containerLogs

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.LogsConfigurationPolicy]]

containerMetrics

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.MetricsConfigurationPolicy]

TrainedModelsConfigurationPolicyOutput

containerLogs

  • Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.LogsConfigurationPolicyOutput]]

containerMetrics

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.MetricsConfigurationPolicy]

TrainingDatasetSummary

createTime

  • Type:
  • Required: Yes

updateTime

  • Type:
  • Required: Yes

trainingDatasetArn

  • Type:
  • Required: Yes

name

  • Type:
  • Required: Yes

status

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

description

  • Type: typing.Optional[str]

UntagResourceRequest

resourceArn

  • Type:
  • Required: Yes

tagKeys

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

UpdateConfiguredAudienceModelRequest

configuredAudienceModelArn

  • Type:
  • Required: Yes

outputConfig

  • Type: typing.Optional[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.ConfiguredAudienceModelOutputConfig]

audienceModelArn

  • Type: typing.Optional[str]

sharedAudienceMetrics

  • Type: typing.Optional[typing.List[typing.Literal['ALL', 'NONE']]]

minMatchingSeedSize

  • Type: typing.Optional[int]

audienceSizeConfig

  • Type: typing.Union[aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.AudienceSizeConfig, aws_resource_validator.pydantic_models.cleanroomsml.cleanroomsml_classes.AudienceSizeConfigOutput, NoneType]

description

  • Type: typing.Optional[str]

UpdateConfiguredAudienceModelResponse

configuredAudienceModelArn

  • Type:
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

WorkerComputeConfiguration

type

  • Type: typing.Optional[typing.Literal['CR.1X', 'CR.4X']]

number

  • Type: typing.Optional[int]