Personalize Classes

Algorithm

name

• Type: typing.Optional[str]

algorithmArn

• Type: typing.Optional[str]

algorithmImage

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.AlgorithmImage]

defaultHyperParameters

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

defaultHyperParameterRanges

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.DefaultHyperParameterRanges]

defaultResourceConfig

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

trainingInputMode

• Type: typing.Optional[str]

roleArn

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

AlgorithmImage

dockerURI

• Type:
• Required: Yes

name

• Type: typing.Optional[str]

AutoMLConfig

metricName

• Type: typing.Optional[str]

recipeList

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

AutoMLConfigOutput

metricName

• Type: typing.Optional[str]

recipeList

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

AutoMLResult

bestRecipeArn

• Type: typing.Optional[str]

AutoTrainingConfig

schedulingExpression

• Type: typing.Optional[str]

BaseValidatorModel

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

BatchInferenceJob

jobName

• Type: typing.Optional[str]

batchInferenceJobArn

• Type: typing.Optional[str]

filterArn

• Type: typing.Optional[str]

failureReason

• Type: typing.Optional[str]

solutionVersionArn

• Type: typing.Optional[str]

numResults

• Type: typing.Optional[int]

jobInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.BatchInferenceJobInput]

jobOutput

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.BatchInferenceJobOutput]

batchInferenceJobConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.BatchInferenceJobConfigOutput]

roleArn

• Type: typing.Optional[str]

batchInferenceJobMode

• Type: typing.Optional[typing.Literal['BATCH_INFERENCE', 'THEME_GENERATION']]

themeGenerationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.ThemeGenerationConfig]

status

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

BatchInferenceJobConfig

itemExplorationConfig

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

BatchInferenceJobConfigOutput

itemExplorationConfig

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

BatchInferenceJobInput

s3DataSource

• Type:
• Required: Yes

BatchInferenceJobOutput

s3DataDestination

• Type:
• Required: Yes

BatchInferenceJobSummary

batchInferenceJobArn

• Type: typing.Optional[str]

jobName

• Type: typing.Optional[str]

status

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

failureReason

• Type: typing.Optional[str]

solutionVersionArn

• Type: typing.Optional[str]

batchInferenceJobMode

• Type: typing.Optional[typing.Literal['BATCH_INFERENCE', 'THEME_GENERATION']]

BatchSegmentJob

jobName

• Type: typing.Optional[str]

batchSegmentJobArn

• Type: typing.Optional[str]

filterArn

• Type: typing.Optional[str]

failureReason

• Type: typing.Optional[str]

solutionVersionArn

• Type: typing.Optional[str]

numResults

• Type: typing.Optional[int]

jobInput

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.BatchSegmentJobInput]

jobOutput

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.BatchSegmentJobOutput]

roleArn

• Type: typing.Optional[str]

status

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

BatchSegmentJobInput

s3DataSource

• Type:
• Required: Yes

BatchSegmentJobOutput

s3DataDestination

• Type:
• Required: Yes

BatchSegmentJobSummary

batchSegmentJobArn

• Type: typing.Optional[str]

jobName

• Type: typing.Optional[str]

status

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

failureReason

• Type: typing.Optional[str]

solutionVersionArn

• Type: typing.Optional[str]

Campaign

name

• Type: typing.Optional[str]

campaignArn

• Type: typing.Optional[str]

solutionVersionArn

• Type: typing.Optional[str]

minProvisionedTPS

• Type: typing.Optional[int]

campaignConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.CampaignConfigOutput]

status

• Type: typing.Optional[str]

failureReason

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

latestCampaignUpdate

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.CampaignUpdateSummary]

CampaignConfig

itemExplorationConfig

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

enableMetadataWithRecommendations

• Type: typing.Optional[bool]

syncWithLatestSolutionVersion

• Type: typing.Optional[bool]

CampaignConfigOutput

itemExplorationConfig

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

enableMetadataWithRecommendations

• Type: typing.Optional[bool]

syncWithLatestSolutionVersion

• Type: typing.Optional[bool]

CampaignSummary

name

• Type: typing.Optional[str]

campaignArn

• Type: typing.Optional[str]

status

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

failureReason

• Type: typing.Optional[str]

CampaignUpdateSummary

solutionVersionArn

• Type: typing.Optional[str]

minProvisionedTPS

• Type: typing.Optional[int]

campaignConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.CampaignConfigOutput]

status

• Type: typing.Optional[str]

failureReason

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

CategoricalHyperParameterRange

name

• Type: typing.Optional[str]

values

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

CategoricalHyperParameterRangeOutput

name

• Type: typing.Optional[str]

values

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

ContinuousHyperParameterRange

name

• Type: typing.Optional[str]

minValue

• Type: typing.Optional[float]

maxValue

• Type: typing.Optional[float]

CreateBatchInferenceJobRequest

jobName

• Type:
• Required: Yes

solutionVersionArn

• Type:
• Required: Yes

jobInput

• Type:
• Required: Yes

jobOutput

• Type:
• Required: Yes

roleArn

• Type:
• Required: Yes

filterArn

• Type: typing.Optional[str]

numResults

• Type: typing.Optional[int]

batchInferenceJobConfig

• Type: typing.Union[aws_resource_validator.pydantic_models.personalize.personalize_classes.BatchInferenceJobConfig, aws_resource_validator.pydantic_models.personalize.personalize_classes.BatchInferenceJobConfigOutput, NoneType]

tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.Tag]]

batchInferenceJobMode

• Type: typing.Optional[typing.Literal['BATCH_INFERENCE', 'THEME_GENERATION']]

themeGenerationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.ThemeGenerationConfig]

CreateBatchInferenceJobResponse

batchInferenceJobArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateBatchSegmentJobRequest

jobName

• Type:
• Required: Yes

solutionVersionArn

• Type:
• Required: Yes

jobInput

• Type:
• Required: Yes

jobOutput

• Type:
• Required: Yes

roleArn

• Type:
• Required: Yes

filterArn

• Type: typing.Optional[str]

numResults

• Type: typing.Optional[int]

tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.Tag]]

CreateBatchSegmentJobResponse

batchSegmentJobArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateCampaignRequest

name

• Type:
• Required: Yes

solutionVersionArn

• Type:
• Required: Yes

minProvisionedTPS

• Type: typing.Optional[int]

campaignConfig

• Type: typing.Union[aws_resource_validator.pydantic_models.personalize.personalize_classes.CampaignConfig, aws_resource_validator.pydantic_models.personalize.personalize_classes.CampaignConfigOutput, NoneType]

tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.Tag]]

CreateCampaignResponse

campaignArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateDataDeletionJobRequest

jobName

• Type:
• Required: Yes

datasetGroupArn

• Type:
• Required: Yes

dataSource

• Type:
• Required: Yes

roleArn

• Type:
• Required: Yes

tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.Tag]]

CreateDataDeletionJobResponse

dataDeletionJobArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateDatasetExportJobRequest

jobName

• Type:
• Required: Yes

datasetArn

• Type:
• Required: Yes

roleArn

• Type:
• Required: Yes

jobOutput

• Type:
• Required: Yes

ingestionMode

• Type: typing.Optional[typing.Literal['ALL', 'BULK', 'PUT']]

tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.Tag]]

CreateDatasetExportJobResponse

datasetExportJobArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateDatasetGroupRequest

name

• Type:
• Required: Yes

roleArn

• Type: typing.Optional[str]

kmsKeyArn

• Type: typing.Optional[str]

domain

• Type: typing.Optional[typing.Literal['ECOMMERCE', 'VIDEO_ON_DEMAND']]

tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.Tag]]

CreateDatasetGroupResponse

datasetGroupArn

• Type:
• Required: Yes

domain

• Type: typing.Literal['ECOMMERCE', 'VIDEO_ON_DEMAND']
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateDatasetImportJobRequest

jobName

• Type:
• Required: Yes

datasetArn

• Type:
• Required: Yes

dataSource

• Type:
• Required: Yes

roleArn

• Type:
• Required: Yes

tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.Tag]]

importMode

• Type: typing.Optional[typing.Literal['FULL', 'INCREMENTAL']]

publishAttributionMetricsToS3

• Type: typing.Optional[bool]

CreateDatasetImportJobResponse

datasetImportJobArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateDatasetRequest

name

• Type:
• Required: Yes

schemaArn

• Type:
• Required: Yes

datasetGroupArn

• Type:
• Required: Yes

datasetType

• Type:
• Required: Yes

tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.Tag]]

CreateDatasetResponse

datasetArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateEventTrackerRequest

name

• Type:
• Required: Yes

datasetGroupArn

• Type:
• Required: Yes

tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.Tag]]

CreateEventTrackerResponse

eventTrackerArn

• Type:
• Required: Yes

trackingId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateFilterRequest

name

• Type:
• Required: Yes

datasetGroupArn

• Type:
• Required: Yes

filterExpression

• Type:
• Required: Yes

tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.Tag]]

CreateFilterResponse

filterArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateMetricAttributionRequest

name

• Type:
• Required: Yes

datasetGroupArn

• Type:
• Required: Yes

metrics

• Type: typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.MetricAttribute]
• Required: Yes

metricsOutputConfig

• Type:
• Required: Yes

CreateMetricAttributionResponse

metricAttributionArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateRecommenderRequest

name

• Type:
• Required: Yes

datasetGroupArn

• Type:
• Required: Yes

recipeArn

• Type:
• Required: Yes

recommenderConfig

• Type: typing.Union[aws_resource_validator.pydantic_models.personalize.personalize_classes.RecommenderConfig, aws_resource_validator.pydantic_models.personalize.personalize_classes.RecommenderConfigOutput, NoneType]

tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.Tag]]

CreateRecommenderResponse

recommenderArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateSchemaRequest

name

• Type:
• Required: Yes

schema

• Type:
• Default: >

domain

• Type: typing.Optional[typing.Literal['ECOMMERCE', 'VIDEO_ON_DEMAND']]

CreateSchemaResponse

schemaArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateSolutionRequest

name

• Type:
• Required: Yes

datasetGroupArn

• Type:
• Required: Yes

performHPO

• Type: typing.Optional[bool]

performAutoML

• Type: typing.Optional[bool]

performAutoTraining

• Type: typing.Optional[bool]

recipeArn

• Type: typing.Optional[str]

eventType

• Type: typing.Optional[str]

solutionConfig

• Type: typing.Union[aws_resource_validator.pydantic_models.personalize.personalize_classes.SolutionConfig, aws_resource_validator.pydantic_models.personalize.personalize_classes.SolutionConfigOutput, NoneType]

tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.Tag]]

CreateSolutionResponse

solutionArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateSolutionVersionRequest

solutionArn

• Type:
• Required: Yes

name

• Type: typing.Optional[str]

trainingMode

• Type: typing.Optional[typing.Literal['AUTOTRAIN', 'FULL', 'UPDATE']]

tags

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.Tag]]

CreateSolutionVersionResponse

solutionVersionArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DataDeletionJob

jobName

• Type: typing.Optional[str]

dataDeletionJobArn

• Type: typing.Optional[str]

datasetGroupArn

• Type: typing.Optional[str]

dataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.DataSource]

roleArn

• Type: typing.Optional[str]

status

• Type: typing.Optional[str]

numDeleted

• Type: typing.Optional[int]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

failureReason

• Type: typing.Optional[str]

DataDeletionJobSummary

dataDeletionJobArn

• Type: typing.Optional[str]

datasetGroupArn

• Type: typing.Optional[str]

jobName

• Type: typing.Optional[str]

status

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

failureReason

• Type: typing.Optional[str]

DataSource

dataLocation

• Type: typing.Optional[str]

Dataset

name

• Type: typing.Optional[str]

datasetArn

• Type: typing.Optional[str]

datasetGroupArn

• Type: typing.Optional[str]

datasetType

• Type: typing.Optional[str]

schemaArn

• Type: typing.Optional[str]

status

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

latestDatasetUpdate

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.DatasetUpdateSummary]

trackingId

• Type: typing.Optional[str]

DatasetExportJob

jobName

• Type: typing.Optional[str]

datasetExportJobArn

• Type: typing.Optional[str]

datasetArn

• Type: typing.Optional[str]

ingestionMode

• Type: typing.Optional[typing.Literal['ALL', 'BULK', 'PUT']]

roleArn

• Type: typing.Optional[str]

status

• Type: typing.Optional[str]

jobOutput

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.DatasetExportJobOutput]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

failureReason

• Type: typing.Optional[str]

DatasetExportJobOutput

s3DataDestination

• Type:
• Required: Yes

DatasetExportJobSummary

datasetExportJobArn

• Type: typing.Optional[str]

jobName

• Type: typing.Optional[str]

status

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

failureReason

• Type: typing.Optional[str]

DatasetGroup

name

• Type: typing.Optional[str]

datasetGroupArn

• Type: typing.Optional[str]

status

• Type: typing.Optional[str]

roleArn

• Type: typing.Optional[str]

kmsKeyArn

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

failureReason

• Type: typing.Optional[str]

domain

• Type: typing.Optional[typing.Literal['ECOMMERCE', 'VIDEO_ON_DEMAND']]

DatasetGroupSummary

name

• Type: typing.Optional[str]

datasetGroupArn

• Type: typing.Optional[str]

status

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

failureReason

• Type: typing.Optional[str]

domain

• Type: typing.Optional[typing.Literal['ECOMMERCE', 'VIDEO_ON_DEMAND']]

DatasetImportJob

jobName

• Type: typing.Optional[str]

datasetImportJobArn

• Type: typing.Optional[str]

datasetArn

• Type: typing.Optional[str]

dataSource

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.DataSource]

roleArn

• Type: typing.Optional[str]

status

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

failureReason

• Type: typing.Optional[str]

importMode

• Type: typing.Optional[typing.Literal['FULL', 'INCREMENTAL']]

publishAttributionMetricsToS3

• Type: typing.Optional[bool]

DatasetImportJobSummary

datasetImportJobArn

• Type: typing.Optional[str]

jobName

• Type: typing.Optional[str]

status

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

failureReason

• Type: typing.Optional[str]

importMode

• Type: typing.Optional[typing.Literal['FULL', 'INCREMENTAL']]

DatasetSchema

name

• Type: typing.Optional[str]

schemaArn

• Type: typing.Optional[str]

schema

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

domain

• Type: typing.Optional[typing.Literal['ECOMMERCE', 'VIDEO_ON_DEMAND']]

DatasetSchemaSummary

name

• Type: typing.Optional[str]

schemaArn

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

domain

• Type: typing.Optional[typing.Literal['ECOMMERCE', 'VIDEO_ON_DEMAND']]

DatasetSummary

name

• Type: typing.Optional[str]

datasetArn

• Type: typing.Optional[str]

datasetType

• Type: typing.Optional[str]

status

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

DatasetUpdateSummary

schemaArn

• Type: typing.Optional[str]

status

• Type: typing.Optional[str]

failureReason

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

DefaultCategoricalHyperParameterRange

name

• Type: typing.Optional[str]

values

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

isTunable

• Type: typing.Optional[bool]

DefaultContinuousHyperParameterRange

name

• Type: typing.Optional[str]

minValue

• Type: typing.Optional[float]

maxValue

• Type: typing.Optional[float]

isTunable

• Type: typing.Optional[bool]

DefaultHyperParameterRanges

integerHyperParameterRanges

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.DefaultIntegerHyperParameterRange]]

continuousHyperParameterRanges

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.DefaultContinuousHyperParameterRange]]

categoricalHyperParameterRanges

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.DefaultCategoricalHyperParameterRange]]

DefaultIntegerHyperParameterRange

name

• Type: typing.Optional[str]

minValue

• Type: typing.Optional[int]

maxValue

• Type: typing.Optional[int]

isTunable

• Type: typing.Optional[bool]

DeleteCampaignRequest

campaignArn

• Type:
• Required: Yes

DeleteDatasetGroupRequest

datasetGroupArn

• Type:
• Required: Yes

DeleteDatasetRequest

datasetArn

• Type:
• Required: Yes

DeleteEventTrackerRequest

eventTrackerArn

• Type:
• Required: Yes

DeleteFilterRequest

filterArn

• Type:
• Required: Yes

DeleteMetricAttributionRequest

metricAttributionArn

• Type:
• Required: Yes

DeleteRecommenderRequest

recommenderArn

• Type:
• Required: Yes

DeleteSchemaRequest

schemaArn

• Type:
• Required: Yes

DeleteSolutionRequest

solutionArn

• Type:
• Required: Yes

DescribeAlgorithmRequest

algorithmArn

• Type:
• Required: Yes

DescribeAlgorithmResponse

algorithm

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeBatchInferenceJobRequest

batchInferenceJobArn

• Type:
• Required: Yes

DescribeBatchInferenceJobResponse

batchInferenceJob

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeBatchSegmentJobRequest

batchSegmentJobArn

• Type:
• Required: Yes

DescribeBatchSegmentJobResponse

batchSegmentJob

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeCampaignRequest

campaignArn

• Type:
• Required: Yes

DescribeCampaignResponse

campaign

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeDataDeletionJobRequest

dataDeletionJobArn

• Type:
• Required: Yes

DescribeDataDeletionJobResponse

dataDeletionJob

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeDatasetExportJobRequest

datasetExportJobArn

• Type:
• Required: Yes

DescribeDatasetExportJobResponse

datasetExportJob

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeDatasetGroupRequest

datasetGroupArn

• Type:
• Required: Yes

DescribeDatasetGroupResponse

datasetGroup

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeDatasetImportJobRequest

datasetImportJobArn

• Type:
• Required: Yes

DescribeDatasetImportJobResponse

datasetImportJob

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeDatasetRequest

datasetArn

• Type:
• Required: Yes

DescribeDatasetResponse

dataset

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeEventTrackerRequest

eventTrackerArn

• Type:
• Required: Yes

DescribeEventTrackerResponse

eventTracker

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeFeatureTransformationRequest

featureTransformationArn

• Type:
• Required: Yes

DescribeFeatureTransformationResponse

featureTransformation

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeFilterRequest

filterArn

• Type:
• Required: Yes

DescribeFilterResponse

filter

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeMetricAttributionRequest

metricAttributionArn

• Type:
• Required: Yes

DescribeMetricAttributionResponse

metricAttribution

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeRecipeRequest

recipeArn

• Type:
• Required: Yes

DescribeRecipeResponse

recipe

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeRecommenderRequest

recommenderArn

• Type:
• Required: Yes

DescribeRecommenderResponse

recommender

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeSchemaRequest

schemaArn

• Type:
• Required: Yes

DescribeSchemaResponse

schema

• Type:
• Default: >

ResponseMetadata

• Type:
• Required: Yes

DescribeSolutionRequest

solutionArn

• Type:
• Required: Yes

DescribeSolutionResponse

solution

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeSolutionVersionRequest

solutionVersionArn

• Type:
• Required: Yes

DescribeSolutionVersionResponse

solutionVersion

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

EmptyResponseMetadata

ResponseMetadata

• Type:
• Required: Yes

EventTracker

name

• Type: typing.Optional[str]

eventTrackerArn

• Type: typing.Optional[str]

accountId

• Type: typing.Optional[str]

trackingId

• Type: typing.Optional[str]

datasetGroupArn

• Type: typing.Optional[str]

status

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

EventTrackerSummary

name

• Type: typing.Optional[str]

eventTrackerArn

• Type: typing.Optional[str]

status

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

FeatureTransformation

name

• Type: typing.Optional[str]

featureTransformationArn

• Type: typing.Optional[str]

defaultParameters

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

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

status

• Type: typing.Optional[str]

FieldsForThemeGeneration

itemName

• Type:
• Required: Yes

Filter

name

• Type: typing.Optional[str]

filterArn

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

datasetGroupArn

• Type: typing.Optional[str]

failureReason

• Type: typing.Optional[str]

filterExpression

• Type: typing.Optional[str]

status

• Type: typing.Optional[str]

FilterSummary

name

• Type: typing.Optional[str]

filterArn

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

datasetGroupArn

• Type: typing.Optional[str]

failureReason

• Type: typing.Optional[str]

status

• Type: typing.Optional[str]

GetSolutionMetricsRequest

solutionVersionArn

• Type:
• Required: Yes

GetSolutionMetricsResponse

solutionVersionArn

• Type:
• Required: Yes

metrics

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

ResponseMetadata

• Type:
• Required: Yes

HPOConfig

hpoObjective

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.HPOObjective]

hpoResourceConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.HPOResourceConfig]

algorithmHyperParameterRanges

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.HyperParameterRanges]

HPOConfigOutput

hpoObjective

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.HPOObjective]

hpoResourceConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.HPOResourceConfig]

algorithmHyperParameterRanges

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.HyperParameterRangesOutput]

HPOObjective

type

• Type: typing.Optional[str]

metricName

• Type: typing.Optional[str]

metricRegex

• Type: typing.Optional[str]

HPOResourceConfig

maxNumberOfTrainingJobs

• Type: typing.Optional[str]

maxParallelTrainingJobs

• Type: typing.Optional[str]

HyperParameterRanges

integerHyperParameterRanges

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.IntegerHyperParameterRange]]

continuousHyperParameterRanges

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.ContinuousHyperParameterRange]]

categoricalHyperParameterRanges

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.CategoricalHyperParameterRange]]

HyperParameterRangesOutput

integerHyperParameterRanges

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.IntegerHyperParameterRange]]

continuousHyperParameterRanges

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.ContinuousHyperParameterRange]]

categoricalHyperParameterRanges

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.CategoricalHyperParameterRangeOutput]]

IntegerHyperParameterRange

name

• Type: typing.Optional[str]

minValue

• Type: typing.Optional[int]

maxValue

• Type: typing.Optional[int]

ListBatchInferenceJobsRequest

solutionVersionArn

• Type: typing.Optional[str]

nextToken

• Type: typing.Optional[str]

maxResults

• Type: typing.Optional[int]

ListBatchInferenceJobsRequestPaginate

solutionVersionArn

• Type: typing.Optional[str]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.PaginatorConfig]

ListBatchInferenceJobsResponse

batchInferenceJobs

• Type: typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.BatchInferenceJobSummary]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

nextToken

• Type: typing.Optional[str]

ListBatchSegmentJobsRequest

solutionVersionArn

• Type: typing.Optional[str]

nextToken

• Type: typing.Optional[str]

maxResults

• Type: typing.Optional[int]

ListBatchSegmentJobsRequestPaginate

solutionVersionArn

• Type: typing.Optional[str]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.PaginatorConfig]

ListBatchSegmentJobsResponse

batchSegmentJobs

• Type: typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.BatchSegmentJobSummary]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

nextToken

• Type: typing.Optional[str]

ListCampaignsRequest

solutionArn

• Type: typing.Optional[str]

nextToken

• Type: typing.Optional[str]

maxResults

• Type: typing.Optional[int]

ListCampaignsRequestPaginate

solutionArn

• Type: typing.Optional[str]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.PaginatorConfig]

ListCampaignsResponse

campaigns

• Type: typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.CampaignSummary]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

nextToken

• Type: typing.Optional[str]

ListDataDeletionJobsRequest

datasetGroupArn

• Type: typing.Optional[str]

nextToken

• Type: typing.Optional[str]

maxResults

• Type: typing.Optional[int]

ListDataDeletionJobsResponse

dataDeletionJobs

• Type: typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.DataDeletionJobSummary]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

nextToken

• Type: typing.Optional[str]

ListDatasetExportJobsRequest

datasetArn

• Type: typing.Optional[str]

nextToken

• Type: typing.Optional[str]

maxResults

• Type: typing.Optional[int]

ListDatasetExportJobsRequestPaginate

datasetArn

• Type: typing.Optional[str]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.PaginatorConfig]

ListDatasetExportJobsResponse

datasetExportJobs

• Type: typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.DatasetExportJobSummary]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

nextToken

• Type: typing.Optional[str]

ListDatasetGroupsRequest

nextToken

• Type: typing.Optional[str]

maxResults

• Type: typing.Optional[int]

ListDatasetGroupsRequestPaginate

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.PaginatorConfig]

ListDatasetGroupsResponse

datasetGroups

• Type: typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.DatasetGroupSummary]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

nextToken

• Type: typing.Optional[str]

ListDatasetImportJobsRequest

datasetArn

• Type: typing.Optional[str]

nextToken

• Type: typing.Optional[str]

maxResults

• Type: typing.Optional[int]

ListDatasetImportJobsRequestPaginate

datasetArn

• Type: typing.Optional[str]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.PaginatorConfig]

ListDatasetImportJobsResponse

datasetImportJobs

• Type: typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.DatasetImportJobSummary]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

nextToken

• Type: typing.Optional[str]

ListDatasetsRequest

datasetGroupArn

• Type: typing.Optional[str]

nextToken

• Type: typing.Optional[str]

maxResults

• Type: typing.Optional[int]

ListDatasetsRequestPaginate

datasetGroupArn

• Type: typing.Optional[str]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.PaginatorConfig]

ListDatasetsResponse

datasets

• Type: typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.DatasetSummary]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

nextToken

• Type: typing.Optional[str]

ListEventTrackersRequest

datasetGroupArn

• Type: typing.Optional[str]

nextToken

• Type: typing.Optional[str]

maxResults

• Type: typing.Optional[int]

ListEventTrackersRequestPaginate

datasetGroupArn

• Type: typing.Optional[str]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.PaginatorConfig]

ListEventTrackersResponse

eventTrackers

• Type: typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.EventTrackerSummary]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

nextToken

• Type: typing.Optional[str]

ListFiltersRequest

datasetGroupArn

• Type: typing.Optional[str]

nextToken

• Type: typing.Optional[str]

maxResults

• Type: typing.Optional[int]

ListFiltersRequestPaginate

datasetGroupArn

• Type: typing.Optional[str]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.PaginatorConfig]

ListFiltersResponse

Filters

• Type: typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.FilterSummary]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

nextToken

• Type: typing.Optional[str]

ListMetricAttributionMetricsRequest

metricAttributionArn

• Type: typing.Optional[str]

nextToken

• Type: typing.Optional[str]

maxResults

• Type: typing.Optional[int]

ListMetricAttributionMetricsRequestPaginate

metricAttributionArn

• Type: typing.Optional[str]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.PaginatorConfig]

ListMetricAttributionMetricsResponse

metrics

• Type: typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.MetricAttribute]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

nextToken

• Type: typing.Optional[str]

ListMetricAttributionsRequest

datasetGroupArn

• Type: typing.Optional[str]

nextToken

• Type: typing.Optional[str]

maxResults

• Type: typing.Optional[int]

ListMetricAttributionsRequestPaginate

datasetGroupArn

• Type: typing.Optional[str]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.PaginatorConfig]

ListMetricAttributionsResponse

metricAttributions

• Type: typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.MetricAttributionSummary]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

nextToken

• Type: typing.Optional[str]

ListRecipesRequest

recipeProvider

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

nextToken

• Type: typing.Optional[str]

maxResults

• Type: typing.Optional[int]

domain

• Type: typing.Optional[typing.Literal['ECOMMERCE', 'VIDEO_ON_DEMAND']]

ListRecipesRequestPaginate

recipeProvider

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

domain

• Type: typing.Optional[typing.Literal['ECOMMERCE', 'VIDEO_ON_DEMAND']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.PaginatorConfig]

ListRecipesResponse

recipes

• Type: typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.RecipeSummary]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

nextToken

• Type: typing.Optional[str]

ListRecommendersRequest

datasetGroupArn

• Type: typing.Optional[str]

nextToken

• Type: typing.Optional[str]

maxResults

• Type: typing.Optional[int]

ListRecommendersRequestPaginate

datasetGroupArn

• Type: typing.Optional[str]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.PaginatorConfig]

ListRecommendersResponse

recommenders

• Type: typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.RecommenderSummary]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

nextToken

• Type: typing.Optional[str]

ListSchemasRequest

nextToken

• Type: typing.Optional[str]

maxResults

• Type: typing.Optional[int]

ListSchemasRequestPaginate

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.PaginatorConfig]

ListSchemasResponse

schemas

• Type: typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.DatasetSchemaSummary]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

nextToken

• Type: typing.Optional[str]

ListSolutionVersionsRequest

solutionArn

• Type: typing.Optional[str]

nextToken

• Type: typing.Optional[str]

maxResults

• Type: typing.Optional[int]

ListSolutionVersionsRequestPaginate

solutionArn

• Type: typing.Optional[str]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.PaginatorConfig]

ListSolutionVersionsResponse

solutionVersions

• Type: typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.SolutionVersionSummary]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

nextToken

• Type: typing.Optional[str]

ListSolutionsRequest

datasetGroupArn

• Type: typing.Optional[str]

nextToken

• Type: typing.Optional[str]

maxResults

• Type: typing.Optional[int]

ListSolutionsRequestPaginate

datasetGroupArn

• Type: typing.Optional[str]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.PaginatorConfig]

ListSolutionsResponse

solutions

• Type: typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.SolutionSummary]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

nextToken

• Type: typing.Optional[str]

ListTagsForResourceRequest

resourceArn

• Type:
• Required: Yes

ListTagsForResourceResponse

tags

• Type: typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.Tag]
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

MetricAttribute

eventType

• Type:
• Required: Yes

metricName

• Type:
• Required: Yes

expression

• Type:
• Required: Yes

MetricAttribution

name

• Type: typing.Optional[str]

metricAttributionArn

• Type: typing.Optional[str]

datasetGroupArn

• Type: typing.Optional[str]

metricsOutputConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.MetricAttributionOutput]

status

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

failureReason

• Type: typing.Optional[str]

MetricAttributionOutput

roleArn

• Type:
• Required: Yes

s3DataDestination

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.S3DataConfig]

MetricAttributionSummary

name

• Type: typing.Optional[str]

metricAttributionArn

• Type: typing.Optional[str]

status

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

failureReason

• Type: typing.Optional[str]

OptimizationObjective

itemAttribute

• Type: typing.Optional[str]

objectiveSensitivity

• Type: typing.Optional[typing.Literal['HIGH', 'LOW', 'MEDIUM', 'OFF']]

PaginatorConfig

MaxItems

• Type: typing.Optional[int]

PageSize

• Type: typing.Optional[int]

StartingToken

• Type: typing.Optional[str]

Recipe

name

• Type: typing.Optional[str]

recipeArn

• Type: typing.Optional[str]

algorithmArn

• Type: typing.Optional[str]

featureTransformationArn

• Type: typing.Optional[str]

status

• Type: typing.Optional[str]

description

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

recipeType

• Type: typing.Optional[str]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

RecipeSummary

name

• Type: typing.Optional[str]

recipeArn

• Type: typing.Optional[str]

status

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

domain

• Type: typing.Optional[typing.Literal['ECOMMERCE', 'VIDEO_ON_DEMAND']]

Recommender

recommenderArn

• Type: typing.Optional[str]

datasetGroupArn

• Type: typing.Optional[str]

name

• Type: typing.Optional[str]

recipeArn

• Type: typing.Optional[str]

recommenderConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.RecommenderConfigOutput]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

status

• Type: typing.Optional[str]

failureReason

• Type: typing.Optional[str]

latestRecommenderUpdate

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.RecommenderUpdateSummary]

modelMetrics

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

RecommenderConfig

itemExplorationConfig

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

minRecommendationRequestsPerSecond

• Type: typing.Optional[int]

trainingDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.TrainingDataConfig]

enableMetadataWithRecommendations

• Type: typing.Optional[bool]

RecommenderConfigOutput

itemExplorationConfig

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

minRecommendationRequestsPerSecond

• Type: typing.Optional[int]

trainingDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.TrainingDataConfigOutput]

enableMetadataWithRecommendations

• Type: typing.Optional[bool]

RecommenderSummary

name

• Type: typing.Optional[str]

recommenderArn

• Type: typing.Optional[str]

datasetGroupArn

• Type: typing.Optional[str]

recipeArn

• Type: typing.Optional[str]

recommenderConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.RecommenderConfigOutput]

status

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

RecommenderUpdateSummary

recommenderConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.RecommenderConfigOutput]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

status

• Type: typing.Optional[str]

failureReason

• 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]

S3DataConfig

path

• Type:
• Required: Yes

kmsKeyArn

• Type: typing.Optional[str]

Solution

name

• Type: typing.Optional[str]

solutionArn

• Type: typing.Optional[str]

performHPO

• Type: typing.Optional[bool]

performAutoML

• Type: typing.Optional[bool]

performAutoTraining

• Type: typing.Optional[bool]

recipeArn

• Type: typing.Optional[str]

datasetGroupArn

• Type: typing.Optional[str]

eventType

• Type: typing.Optional[str]

solutionConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.SolutionConfigOutput]

autoMLResult

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.AutoMLResult]

status

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

latestSolutionVersion

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.SolutionVersionSummary]

latestSolutionUpdate

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.SolutionUpdateSummary]

SolutionConfig

eventValueThreshold

• Type: typing.Optional[str]

hpoConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.HPOConfig]

algorithmHyperParameters

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

featureTransformationParameters

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

autoMLConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.AutoMLConfig]

optimizationObjective

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.OptimizationObjective]

trainingDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.TrainingDataConfig]

autoTrainingConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.AutoTrainingConfig]

SolutionConfigOutput

eventValueThreshold

• Type: typing.Optional[str]

hpoConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.HPOConfigOutput]

algorithmHyperParameters

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

featureTransformationParameters

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

autoMLConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.AutoMLConfigOutput]

optimizationObjective

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.OptimizationObjective]

trainingDataConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.TrainingDataConfigOutput]

autoTrainingConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.AutoTrainingConfig]

SolutionSummary

name

• Type: typing.Optional[str]

solutionArn

• Type: typing.Optional[str]

status

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

recipeArn

• Type: typing.Optional[str]

SolutionUpdateConfig

autoTrainingConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.AutoTrainingConfig]

SolutionUpdateSummary

solutionUpdateConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.SolutionUpdateConfig]

status

• Type: typing.Optional[str]

performAutoTraining

• Type: typing.Optional[bool]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

failureReason

• Type: typing.Optional[str]

SolutionVersion

name

• Type: typing.Optional[str]

solutionVersionArn

• Type: typing.Optional[str]

solutionArn

• Type: typing.Optional[str]

performHPO

• Type: typing.Optional[bool]

performAutoML

• Type: typing.Optional[bool]

recipeArn

• Type: typing.Optional[str]

eventType

• Type: typing.Optional[str]

datasetGroupArn

• Type: typing.Optional[str]

solutionConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.SolutionConfigOutput]

trainingHours

• Type: typing.Optional[float]

trainingMode

• Type: typing.Optional[typing.Literal['AUTOTRAIN', 'FULL', 'UPDATE']]

tunedHPOParams

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.TunedHPOParams]

status

• Type: typing.Optional[str]

failureReason

• Type: typing.Optional[str]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

trainingType

• Type: typing.Optional[typing.Literal['AUTOMATIC', 'MANUAL']]

SolutionVersionSummary

solutionVersionArn

• Type: typing.Optional[str]

status

• Type: typing.Optional[str]

trainingMode

• Type: typing.Optional[typing.Literal['AUTOTRAIN', 'FULL', 'UPDATE']]

trainingType

• Type: typing.Optional[typing.Literal['AUTOMATIC', 'MANUAL']]

creationDateTime

• Type: typing.Optional[datetime.datetime]

lastUpdatedDateTime

• Type: typing.Optional[datetime.datetime]

failureReason

• Type: typing.Optional[str]

StartRecommenderRequest

recommenderArn

• Type:
• Required: Yes

StartRecommenderResponse

recommenderArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StopRecommenderRequest

recommenderArn

• Type:
• Required: Yes

StopRecommenderResponse

recommenderArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

StopSolutionVersionCreationRequest

solutionVersionArn

• Type:
• Required: Yes

Tag

tagKey

• Type:
• Required: Yes

tagValue

• Type:
• Required: Yes

TagResourceRequest

resourceArn

• Type:
• Required: Yes

tags

• Type: typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.Tag]
• Required: Yes

ThemeGenerationConfig

fieldsForThemeGeneration

• Type:
• Required: Yes

TrainingDataConfig

excludedDatasetColumns

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

TrainingDataConfigOutput

excludedDatasetColumns

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

TunedHPOParams

algorithmHyperParameters

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

UntagResourceRequest

resourceArn

• Type:
• Required: Yes

tagKeys

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

UpdateCampaignRequest

campaignArn

• Type:
• Required: Yes

solutionVersionArn

• Type: typing.Optional[str]

minProvisionedTPS

• Type: typing.Optional[int]

campaignConfig

• Type: typing.Union[aws_resource_validator.pydantic_models.personalize.personalize_classes.CampaignConfig, aws_resource_validator.pydantic_models.personalize.personalize_classes.CampaignConfigOutput, NoneType]

UpdateCampaignResponse

campaignArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateDatasetRequest

datasetArn

• Type:
• Required: Yes

schemaArn

• Type:
• Required: Yes

UpdateDatasetResponse

datasetArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateMetricAttributionRequest

addMetrics

• Type: typing.Optional[typing.List[aws_resource_validator.pydantic_models.personalize.personalize_classes.MetricAttribute]]

removeMetrics

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

metricsOutputConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.MetricAttributionOutput]

metricAttributionArn

• Type: typing.Optional[str]

UpdateMetricAttributionResponse

metricAttributionArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateRecommenderRequest

recommenderArn

• Type:
• Required: Yes

recommenderConfig

• Type: typing.Union[aws_resource_validator.pydantic_models.personalize.personalize_classes.RecommenderConfig, aws_resource_validator.pydantic_models.personalize.personalize_classes.RecommenderConfigOutput]
• Required: Yes

UpdateRecommenderResponse

recommenderArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateSolutionRequest

solutionArn

• Type:
• Required: Yes

performAutoTraining

• Type: typing.Optional[bool]

solutionUpdateConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.personalize.personalize_classes.SolutionUpdateConfig]

UpdateSolutionResponse

solutionArn

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes