Machinelearning Classes

AddTagsInputRequestTypeDef

Tags

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

ResourceId

• Type:
• Required: Yes

ResourceType

• Type: typing.Literal['BatchPrediction', 'DataSource', 'Evaluation', 'MLModel']
• Required: Yes

AddTagsOutputTypeDef

ResourceId

• Type:
• Required: Yes

ResourceType

• Type: typing.Literal['BatchPrediction', 'DataSource', 'Evaluation', 'MLModel']
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

BaseValidatorModel

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BatchPredictionTypeDef

BatchPredictionId

• Type: typing.Optional[str]

MLModelId

• Type: typing.Optional[str]

BatchPredictionDataSourceId

• Type: typing.Optional[str]

InputDataLocationS3

• Type: typing.Optional[str]

CreatedByIamUser

• Type: typing.Optional[str]

CreatedAt

• Type: typing.Optional[datetime.datetime]

LastUpdatedAt

• Type: typing.Optional[datetime.datetime]

Name

• Type: typing.Optional[str]

Status

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

OutputUri

• Type: typing.Optional[str]

Message

• Type: typing.Optional[str]

ComputeTime

• Type: typing.Optional[int]

FinishedAt

• Type: typing.Optional[datetime.datetime]

StartedAt

• Type: typing.Optional[datetime.datetime]

TotalRecordCount

• Type: typing.Optional[int]

InvalidRecordCount

• Type: typing.Optional[int]

CreateBatchPredictionInputRequestTypeDef

BatchPredictionId

• Type:
• Required: Yes

MLModelId

• Type:
• Required: Yes

BatchPredictionDataSourceId

• Type:
• Required: Yes

OutputUri

• Type:
• Required: Yes

BatchPredictionName

• Type: typing.Optional[str]

CreateBatchPredictionOutputTypeDef

BatchPredictionId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateDataSourceFromRDSInputRequestTypeDef

DataSourceId

• Type:
• Required: Yes

RDSData

• Type:
• Required: Yes

RoleARN

• Type:
• Required: Yes

DataSourceName

• Type: typing.Optional[str]

ComputeStatistics

• Type: typing.Optional[bool]

CreateDataSourceFromRDSOutputTypeDef

DataSourceId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateDataSourceFromRedshiftInputRequestTypeDef

DataSourceId

• Type:
• Required: Yes

DataSpec

• Type:
• Required: Yes

RoleARN

• Type:
• Required: Yes

DataSourceName

• Type: typing.Optional[str]

ComputeStatistics

• Type: typing.Optional[bool]

CreateDataSourceFromRedshiftOutputTypeDef

DataSourceId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateDataSourceFromS3InputRequestTypeDef

DataSourceId

• Type:
• Required: Yes

DataSpec

• Type:
• Required: Yes

DataSourceName

• Type: typing.Optional[str]

ComputeStatistics

• Type: typing.Optional[bool]

CreateDataSourceFromS3OutputTypeDef

DataSourceId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateEvaluationInputRequestTypeDef

EvaluationId

• Type:
• Required: Yes

MLModelId

• Type:
• Required: Yes

EvaluationDataSourceId

• Type:
• Required: Yes

EvaluationName

• Type: typing.Optional[str]

CreateEvaluationOutputTypeDef

EvaluationId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateMLModelInputRequestTypeDef

MLModelId

• Type:
• Required: Yes

MLModelType

• Type: typing.Literal['BINARY', 'MULTICLASS', 'REGRESSION']
• Required: Yes

TrainingDataSourceId

• Type:
• Required: Yes

MLModelName

• Type: typing.Optional[str]

Parameters

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

Recipe

• Type: typing.Optional[str]

RecipeUri

• Type: typing.Optional[str]

CreateMLModelOutputTypeDef

MLModelId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateRealtimeEndpointInputRequestTypeDef

MLModelId

• Type:
• Required: Yes

CreateRealtimeEndpointOutputTypeDef

MLModelId

• Type:
• Required: Yes

RealtimeEndpointInfo

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DataSourceTypeDef

DataSourceId

• Type: typing.Optional[str]

DataLocationS3

• Type: typing.Optional[str]

DataRearrangement

• Type: typing.Optional[str]

CreatedByIamUser

• Type: typing.Optional[str]

CreatedAt

• Type: typing.Optional[datetime.datetime]

LastUpdatedAt

• Type: typing.Optional[datetime.datetime]

DataSizeInBytes

• Type: typing.Optional[int]

NumberOfFiles

• Type: typing.Optional[int]

Name

• Type: typing.Optional[str]

Status

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

Message

• Type: typing.Optional[str]

RedshiftMetadata

• Type: typing.Optional[aws_resource_validator.pydantic_models.machinelearning_classes.RedshiftMetadataTypeDef]

RDSMetadata

• Type: typing.Optional[aws_resource_validator.pydantic_models.machinelearning_classes.RDSMetadataTypeDef]

RoleARN

• Type: typing.Optional[str]

ComputeStatistics

• Type: typing.Optional[bool]

ComputeTime

• Type: typing.Optional[int]

FinishedAt

• Type: typing.Optional[datetime.datetime]

StartedAt

• Type: typing.Optional[datetime.datetime]

DeleteBatchPredictionInputRequestTypeDef

BatchPredictionId

• Type:
• Required: Yes

DeleteBatchPredictionOutputTypeDef

BatchPredictionId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DeleteDataSourceInputRequestTypeDef

DataSourceId

• Type:
• Required: Yes

DeleteDataSourceOutputTypeDef

DataSourceId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DeleteEvaluationInputRequestTypeDef

EvaluationId

• Type:
• Required: Yes

DeleteEvaluationOutputTypeDef

EvaluationId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DeleteMLModelInputRequestTypeDef

MLModelId

• Type:
• Required: Yes

DeleteMLModelOutputTypeDef

MLModelId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DeleteRealtimeEndpointInputRequestTypeDef

MLModelId

• Type:
• Required: Yes

DeleteRealtimeEndpointOutputTypeDef

MLModelId

• Type:
• Required: Yes

RealtimeEndpointInfo

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DeleteTagsInputRequestTypeDef

TagKeys

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

ResourceId

• Type:
• Required: Yes

ResourceType

• Type: typing.Literal['BatchPrediction', 'DataSource', 'Evaluation', 'MLModel']
• Required: Yes

DeleteTagsOutputTypeDef

ResourceId

• Type:
• Required: Yes

ResourceType

• Type: typing.Literal['BatchPrediction', 'DataSource', 'Evaluation', 'MLModel']
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeBatchPredictionsInputBatchPredictionAvailableWaitTypeDef

FilterVariable

• Type: typing.Optional[typing.Literal['CreatedAt', 'DataSourceId', 'DataURI', 'IAMUser', 'LastUpdatedAt', 'MLModelId', 'Name', 'Status']]

EQ

• Type: typing.Optional[str]

GT

• Type: typing.Optional[str]

LT

• Type: typing.Optional[str]

GE

• Type: typing.Optional[str]

LE

• Type: typing.Optional[str]

NE

• Type: typing.Optional[str]

Prefix

• Type: typing.Optional[str]

SortOrder

• Type: typing.Optional[typing.Literal['asc', 'dsc']]

NextToken

• Type: typing.Optional[str]

Limit

• Type: typing.Optional[int]

WaiterConfig

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

DescribeBatchPredictionsInputDescribeBatchPredictionsPaginateTypeDef

FilterVariable

• Type: typing.Optional[typing.Literal['CreatedAt', 'DataSourceId', 'DataURI', 'IAMUser', 'LastUpdatedAt', 'MLModelId', 'Name', 'Status']]

EQ

• Type: typing.Optional[str]

GT

• Type: typing.Optional[str]

LT

• Type: typing.Optional[str]

GE

• Type: typing.Optional[str]

LE

• Type: typing.Optional[str]

NE

• Type: typing.Optional[str]

Prefix

• Type: typing.Optional[str]

SortOrder

• Type: typing.Optional[typing.Literal['asc', 'dsc']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.machinelearning_classes.PaginatorConfigTypeDef]

DescribeBatchPredictionsInputRequestTypeDef

FilterVariable

• Type: typing.Optional[typing.Literal['CreatedAt', 'DataSourceId', 'DataURI', 'IAMUser', 'LastUpdatedAt', 'MLModelId', 'Name', 'Status']]

EQ

• Type: typing.Optional[str]

GT

• Type: typing.Optional[str]

LT

• Type: typing.Optional[str]

GE

• Type: typing.Optional[str]

LE

• Type: typing.Optional[str]

NE

• Type: typing.Optional[str]

Prefix

• Type: typing.Optional[str]

SortOrder

• Type: typing.Optional[typing.Literal['asc', 'dsc']]

NextToken

• Type: typing.Optional[str]

Limit

• Type: typing.Optional[int]

DescribeBatchPredictionsOutputTypeDef

Results

• Type: typing.List[aws_resource_validator.pydantic_models.machinelearning_classes.BatchPredictionTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeDataSourcesInputDataSourceAvailableWaitTypeDef

FilterVariable

• Type: typing.Optional[typing.Literal['CreatedAt', 'DataLocationS3', 'IAMUser', 'LastUpdatedAt', 'Name', 'Status']]

EQ

• Type: typing.Optional[str]

GT

• Type: typing.Optional[str]

LT

• Type: typing.Optional[str]

GE

• Type: typing.Optional[str]

LE

• Type: typing.Optional[str]

NE

• Type: typing.Optional[str]

Prefix

• Type: typing.Optional[str]

SortOrder

• Type: typing.Optional[typing.Literal['asc', 'dsc']]

NextToken

• Type: typing.Optional[str]

Limit

• Type: typing.Optional[int]

WaiterConfig

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

DescribeDataSourcesInputDescribeDataSourcesPaginateTypeDef

FilterVariable

• Type: typing.Optional[typing.Literal['CreatedAt', 'DataLocationS3', 'IAMUser', 'LastUpdatedAt', 'Name', 'Status']]

EQ

• Type: typing.Optional[str]

GT

• Type: typing.Optional[str]

LT

• Type: typing.Optional[str]

GE

• Type: typing.Optional[str]

LE

• Type: typing.Optional[str]

NE

• Type: typing.Optional[str]

Prefix

• Type: typing.Optional[str]

SortOrder

• Type: typing.Optional[typing.Literal['asc', 'dsc']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.machinelearning_classes.PaginatorConfigTypeDef]

DescribeDataSourcesInputRequestTypeDef

FilterVariable

• Type: typing.Optional[typing.Literal['CreatedAt', 'DataLocationS3', 'IAMUser', 'LastUpdatedAt', 'Name', 'Status']]

EQ

• Type: typing.Optional[str]

GT

• Type: typing.Optional[str]

LT

• Type: typing.Optional[str]

GE

• Type: typing.Optional[str]

LE

• Type: typing.Optional[str]

NE

• Type: typing.Optional[str]

Prefix

• Type: typing.Optional[str]

SortOrder

• Type: typing.Optional[typing.Literal['asc', 'dsc']]

NextToken

• Type: typing.Optional[str]

Limit

• Type: typing.Optional[int]

DescribeDataSourcesOutputTypeDef

Results

• Type: typing.List[aws_resource_validator.pydantic_models.machinelearning_classes.DataSourceTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeEvaluationsInputDescribeEvaluationsPaginateTypeDef

FilterVariable

• Type: typing.Optional[typing.Literal['CreatedAt', 'DataSourceId', 'DataURI', 'IAMUser', 'LastUpdatedAt', 'MLModelId', 'Name', 'Status']]

EQ

• Type: typing.Optional[str]

GT

• Type: typing.Optional[str]

LT

• Type: typing.Optional[str]

GE

• Type: typing.Optional[str]

LE

• Type: typing.Optional[str]

NE

• Type: typing.Optional[str]

Prefix

• Type: typing.Optional[str]

SortOrder

• Type: typing.Optional[typing.Literal['asc', 'dsc']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.machinelearning_classes.PaginatorConfigTypeDef]

DescribeEvaluationsInputEvaluationAvailableWaitTypeDef

FilterVariable

• Type: typing.Optional[typing.Literal['CreatedAt', 'DataSourceId', 'DataURI', 'IAMUser', 'LastUpdatedAt', 'MLModelId', 'Name', 'Status']]

EQ

• Type: typing.Optional[str]

GT

• Type: typing.Optional[str]

LT

• Type: typing.Optional[str]

GE

• Type: typing.Optional[str]

LE

• Type: typing.Optional[str]

NE

• Type: typing.Optional[str]

Prefix

• Type: typing.Optional[str]

SortOrder

• Type: typing.Optional[typing.Literal['asc', 'dsc']]

NextToken

• Type: typing.Optional[str]

Limit

• Type: typing.Optional[int]

WaiterConfig

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

DescribeEvaluationsInputRequestTypeDef

FilterVariable

• Type: typing.Optional[typing.Literal['CreatedAt', 'DataSourceId', 'DataURI', 'IAMUser', 'LastUpdatedAt', 'MLModelId', 'Name', 'Status']]

EQ

• Type: typing.Optional[str]

GT

• Type: typing.Optional[str]

LT

• Type: typing.Optional[str]

GE

• Type: typing.Optional[str]

LE

• Type: typing.Optional[str]

NE

• Type: typing.Optional[str]

Prefix

• Type: typing.Optional[str]

SortOrder

• Type: typing.Optional[typing.Literal['asc', 'dsc']]

NextToken

• Type: typing.Optional[str]

Limit

• Type: typing.Optional[int]

DescribeEvaluationsOutputTypeDef

Results

• Type: typing.List[aws_resource_validator.pydantic_models.machinelearning_classes.EvaluationTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeMLModelsInputDescribeMLModelsPaginateTypeDef

FilterVariable

• Type: typing.Optional[typing.Literal['Algorithm', 'CreatedAt', 'IAMUser', 'LastUpdatedAt', 'MLModelType', 'Name', 'RealtimeEndpointStatus', 'Status', 'TrainingDataSourceId', 'TrainingDataURI']]

EQ

• Type: typing.Optional[str]

GT

• Type: typing.Optional[str]

LT

• Type: typing.Optional[str]

GE

• Type: typing.Optional[str]

LE

• Type: typing.Optional[str]

NE

• Type: typing.Optional[str]

Prefix

• Type: typing.Optional[str]

SortOrder

• Type: typing.Optional[typing.Literal['asc', 'dsc']]

PaginationConfig

• Type: typing.Optional[aws_resource_validator.pydantic_models.machinelearning_classes.PaginatorConfigTypeDef]

DescribeMLModelsInputMLModelAvailableWaitTypeDef

FilterVariable

• Type: typing.Optional[typing.Literal['Algorithm', 'CreatedAt', 'IAMUser', 'LastUpdatedAt', 'MLModelType', 'Name', 'RealtimeEndpointStatus', 'Status', 'TrainingDataSourceId', 'TrainingDataURI']]

EQ

• Type: typing.Optional[str]

GT

• Type: typing.Optional[str]

LT

• Type: typing.Optional[str]

GE

• Type: typing.Optional[str]

LE

• Type: typing.Optional[str]

NE

• Type: typing.Optional[str]

Prefix

• Type: typing.Optional[str]

SortOrder

• Type: typing.Optional[typing.Literal['asc', 'dsc']]

NextToken

• Type: typing.Optional[str]

Limit

• Type: typing.Optional[int]

WaiterConfig

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

DescribeMLModelsInputRequestTypeDef

FilterVariable

• Type: typing.Optional[typing.Literal['Algorithm', 'CreatedAt', 'IAMUser', 'LastUpdatedAt', 'MLModelType', 'Name', 'RealtimeEndpointStatus', 'Status', 'TrainingDataSourceId', 'TrainingDataURI']]

EQ

• Type: typing.Optional[str]

GT

• Type: typing.Optional[str]

LT

• Type: typing.Optional[str]

GE

• Type: typing.Optional[str]

LE

• Type: typing.Optional[str]

NE

• Type: typing.Optional[str]

Prefix

• Type: typing.Optional[str]

SortOrder

• Type: typing.Optional[typing.Literal['asc', 'dsc']]

NextToken

• Type: typing.Optional[str]

Limit

• Type: typing.Optional[int]

DescribeMLModelsOutputTypeDef

Results

• Type: typing.List[aws_resource_validator.pydantic_models.machinelearning_classes.MLModelTypeDef]
• Required: Yes

NextToken

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DescribeTagsInputRequestTypeDef

ResourceId

• Type:
• Required: Yes

ResourceType

• Type: typing.Literal['BatchPrediction', 'DataSource', 'Evaluation', 'MLModel']
• Required: Yes

DescribeTagsOutputTypeDef

ResourceId

• Type:
• Required: Yes

ResourceType

• Type: typing.Literal['BatchPrediction', 'DataSource', 'Evaluation', 'MLModel']
• Required: Yes

Tags

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

ResponseMetadata

• Type:
• Required: Yes

EvaluationTypeDef

EvaluationId

• Type: typing.Optional[str]

MLModelId

• Type: typing.Optional[str]

EvaluationDataSourceId

• Type: typing.Optional[str]

InputDataLocationS3

• Type: typing.Optional[str]

CreatedByIamUser

• Type: typing.Optional[str]

CreatedAt

• Type: typing.Optional[datetime.datetime]

LastUpdatedAt

• Type: typing.Optional[datetime.datetime]

Name

• Type: typing.Optional[str]

Status

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

PerformanceMetrics

• Type: typing.Optional[aws_resource_validator.pydantic_models.machinelearning_classes.PerformanceMetricsTypeDef]

Message

• Type: typing.Optional[str]

ComputeTime

• Type: typing.Optional[int]

FinishedAt

• Type: typing.Optional[datetime.datetime]

StartedAt

• Type: typing.Optional[datetime.datetime]

GetBatchPredictionInputRequestTypeDef

BatchPredictionId

• Type:
• Required: Yes

GetBatchPredictionOutputTypeDef

BatchPredictionId

• Type:
• Required: Yes

MLModelId

• Type:
• Required: Yes

BatchPredictionDataSourceId

• Type:
• Required: Yes

InputDataLocationS3

• Type:
• Required: Yes

CreatedByIamUser

• Type:
• Required: Yes

CreatedAt

• Type:
• Required: Yes

LastUpdatedAt

• Type:
• Required: Yes

Name

• Type:
• Required: Yes

Status

• Type: typing.Literal['COMPLETED', 'DELETED', 'FAILED', 'INPROGRESS', 'PENDING']
• Required: Yes

OutputUri

• Type:
• Required: Yes

LogUri

• Type:
• Required: Yes

Message

• Type:
• Required: Yes

ComputeTime

• Type:
• Required: Yes

FinishedAt

• Type:
• Required: Yes

StartedAt

• Type:
• Required: Yes

TotalRecordCount

• Type:
• Required: Yes

InvalidRecordCount

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

GetDataSourceInputRequestTypeDef

DataSourceId

• Type:
• Required: Yes

Verbose

• Type: typing.Optional[bool]

GetDataSourceOutputTypeDef

DataSourceId

• Type:
• Required: Yes

DataLocationS3

• Type:
• Required: Yes

DataRearrangement

• Type:
• Required: Yes

CreatedByIamUser

• Type:
• Required: Yes

CreatedAt

• Type:
• Required: Yes

LastUpdatedAt

• Type:
• Required: Yes

DataSizeInBytes

• Type:
• Required: Yes

NumberOfFiles

• Type:
• Required: Yes

Name

• Type:
• Required: Yes

Status

• Type: typing.Literal['COMPLETED', 'DELETED', 'FAILED', 'INPROGRESS', 'PENDING']
• Required: Yes

LogUri

• Type:
• Required: Yes

Message

• Type:
• Required: Yes

RedshiftMetadata

• Type:
• Required: Yes

RDSMetadata

• Type:
• Required: Yes

RoleARN

• Type:
• Required: Yes

ComputeStatistics

• Type:
• Required: Yes

ComputeTime

• Type:
• Required: Yes

FinishedAt

• Type:
• Required: Yes

StartedAt

• Type:
• Required: Yes

DataSourceSchema

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

GetEvaluationInputRequestTypeDef

EvaluationId

• Type:
• Required: Yes

GetEvaluationOutputTypeDef

EvaluationId

• Type:
• Required: Yes

MLModelId

• Type:
• Required: Yes

EvaluationDataSourceId

• Type:
• Required: Yes

InputDataLocationS3

• Type:
• Required: Yes

CreatedByIamUser

• Type:
• Required: Yes

CreatedAt

• Type:
• Required: Yes

LastUpdatedAt

• Type:
• Required: Yes

Name

• Type:
• Required: Yes

Status

• Type: typing.Literal['COMPLETED', 'DELETED', 'FAILED', 'INPROGRESS', 'PENDING']
• Required: Yes

PerformanceMetrics

• Type:
• Required: Yes

LogUri

• Type:
• Required: Yes

Message

• Type:
• Required: Yes

ComputeTime

• Type:
• Required: Yes

FinishedAt

• Type:
• Required: Yes

StartedAt

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

GetMLModelInputRequestTypeDef

MLModelId

• Type:
• Required: Yes

Verbose

• Type: typing.Optional[bool]

GetMLModelOutputTypeDef

MLModelId

• Type:
• Required: Yes

TrainingDataSourceId

• Type:
• Required: Yes

CreatedByIamUser

• Type:
• Required: Yes

CreatedAt

• Type:
• Required: Yes

LastUpdatedAt

• Type:
• Required: Yes

Name

• Type:
• Required: Yes

Status

• Type: typing.Literal['COMPLETED', 'DELETED', 'FAILED', 'INPROGRESS', 'PENDING']
• Required: Yes

SizeInBytes

• Type:
• Required: Yes

EndpointInfo

• Type:
• Required: Yes

TrainingParameters

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

InputDataLocationS3

• Type:
• Required: Yes

MLModelType

• Type: typing.Literal['BINARY', 'MULTICLASS', 'REGRESSION']
• Required: Yes

ScoreThreshold

• Type:
• Required: Yes

ScoreThresholdLastUpdatedAt

• Type:
• Required: Yes

LogUri

• Type:
• Required: Yes

Message

• Type:
• Required: Yes

ComputeTime

• Type:
• Required: Yes

FinishedAt

• Type:
• Required: Yes

StartedAt

• Type:
• Required: Yes

Recipe

• Type:
• Required: Yes

Schema

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

MLModelTypeDef

MLModelId

• Type: typing.Optional[str]

TrainingDataSourceId

• Type: typing.Optional[str]

CreatedByIamUser

• Type: typing.Optional[str]

CreatedAt

• Type: typing.Optional[datetime.datetime]

LastUpdatedAt

• Type: typing.Optional[datetime.datetime]

Name

• Type: typing.Optional[str]

Status

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

SizeInBytes

• Type: typing.Optional[int]

EndpointInfo

• Type: typing.Optional[aws_resource_validator.pydantic_models.machinelearning_classes.RealtimeEndpointInfoTypeDef]

TrainingParameters

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

InputDataLocationS3

• Type: typing.Optional[str]

Algorithm

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

MLModelType

• Type: typing.Optional[typing.Literal['BINARY', 'MULTICLASS', 'REGRESSION']]

ScoreThreshold

• Type: typing.Optional[float]

ScoreThresholdLastUpdatedAt

• Type: typing.Optional[datetime.datetime]

Message

• Type: typing.Optional[str]

ComputeTime

• Type: typing.Optional[int]

FinishedAt

• Type: typing.Optional[datetime.datetime]

StartedAt

• Type: typing.Optional[datetime.datetime]

PaginatorConfigTypeDef

MaxItems

• Type: typing.Optional[int]

PageSize

• Type: typing.Optional[int]

StartingToken

• Type: typing.Optional[str]

PerformanceMetricsTypeDef

Properties

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

PredictInputRequestTypeDef

MLModelId

• Type:
• Required: Yes

Record

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

PredictEndpoint

• Type:
• Required: Yes

PredictOutputTypeDef

Prediction

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

PredictionTypeDef

predictedLabel

• Type: typing.Optional[str]

predictedValue

• Type: typing.Optional[float]

predictedScores

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

details

• Type: typing.Optional[typing.Dict[typing.Literal['Algorithm', 'PredictiveModelType'], str]]

RDSDataSpecTypeDef

DatabaseInformation

• Type:
• Required: Yes

SelectSqlQuery

• Type:
• Required: Yes

DatabaseCredentials

• Type:
• Required: Yes

S3StagingLocation

• Type:
• Required: Yes

ResourceRole

• Type:
• Required: Yes

ServiceRole

• Type:
• Required: Yes

SubnetId

• Type:
• Required: Yes

SecurityGroupIds

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

DataRearrangement

• Type: typing.Optional[str]

DataSchema

• Type: typing.Optional[str]

DataSchemaUri

• Type: typing.Optional[str]

RDSDatabaseCredentialsTypeDef

Username

• Type:
• Required: Yes

Password

• Type:
• Required: Yes

RDSDatabaseTypeDef

InstanceIdentifier

• Type:
• Required: Yes

DatabaseName

• Type:
• Required: Yes

RDSMetadataTypeDef

Database

• Type: typing.Optional[aws_resource_validator.pydantic_models.machinelearning_classes.RDSDatabaseTypeDef]

DatabaseUserName

• Type: typing.Optional[str]

SelectSqlQuery

• Type: typing.Optional[str]

ResourceRole

• Type: typing.Optional[str]

ServiceRole

• Type: typing.Optional[str]

DataPipelineId

• Type: typing.Optional[str]

RealtimeEndpointInfoTypeDef

PeakRequestsPerSecond

• Type: typing.Optional[int]

CreatedAt

• Type: typing.Optional[datetime.datetime]

EndpointUrl

• Type: typing.Optional[str]

EndpointStatus

• Type: typing.Optional[typing.Literal['FAILED', 'NONE', 'READY', 'UPDATING']]

RedshiftDataSpecTypeDef

DatabaseInformation

• Type:
• Required: Yes

SelectSqlQuery

• Type:
• Required: Yes

DatabaseCredentials

• Type:
• Required: Yes

S3StagingLocation

• Type:
• Required: Yes

DataRearrangement

• Type: typing.Optional[str]

DataSchema

• Type: typing.Optional[str]

DataSchemaUri

• Type: typing.Optional[str]

RedshiftDatabaseCredentialsTypeDef

Username

• Type:
• Required: Yes

Password

• Type:
• Required: Yes

RedshiftDatabaseTypeDef

DatabaseName

• Type:
• Required: Yes

ClusterIdentifier

• Type:
• Required: Yes

RedshiftMetadataTypeDef

RedshiftDatabase

• Type: typing.Optional[aws_resource_validator.pydantic_models.machinelearning_classes.RedshiftDatabaseTypeDef]

DatabaseUserName

• Type: typing.Optional[str]

SelectSqlQuery

• Type: typing.Optional[str]

ResponseMetadataTypeDef

RequestId

• Type:
• Required: Yes

HostId

• Type:
• Required: Yes

HTTPStatusCode

• Type:
• Required: Yes

HTTPHeaders

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

RetryAttempts

• Type:
• Required: Yes

S3DataSpecTypeDef

DataLocationS3

• Type:
• Required: Yes

DataRearrangement

• Type: typing.Optional[str]

DataSchema

• Type: typing.Optional[str]

DataSchemaLocationS3

• Type: typing.Optional[str]

TagTypeDef

Key

• Type: typing.Optional[str]

Value

• Type: typing.Optional[str]

UpdateBatchPredictionInputRequestTypeDef

BatchPredictionId

• Type:
• Required: Yes

BatchPredictionName

• Type:
• Required: Yes

UpdateBatchPredictionOutputTypeDef

BatchPredictionId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateDataSourceInputRequestTypeDef

DataSourceId

• Type:
• Required: Yes

DataSourceName

• Type:
• Required: Yes

UpdateDataSourceOutputTypeDef

DataSourceId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateEvaluationInputRequestTypeDef

EvaluationId

• Type:
• Required: Yes

EvaluationName

• Type:
• Required: Yes

UpdateEvaluationOutputTypeDef

EvaluationId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateMLModelInputRequestTypeDef

MLModelId

• Type:
• Required: Yes

MLModelName

• Type: typing.Optional[str]

ScoreThreshold

• Type: typing.Optional[float]

UpdateMLModelOutputTypeDef

MLModelId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

WaiterConfigTypeDef

Delay

• Type: typing.Optional[int]

MaxAttempts

• Type: typing.Optional[int]