Machinelearning Classes

AddTagsInput

Tags

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

ResourceId

• Type:
• Required: Yes

ResourceType

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

AddTagsOutput

ResourceId

• Type:
• Required: Yes

ResourceType

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

ResponseMetadata

• Type:
• Required: Yes

BaseValidatorModel

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

BatchPrediction

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]

CreateBatchPredictionInput

BatchPredictionId

• Type:
• Required: Yes

MLModelId

• Type:
• Required: Yes

BatchPredictionDataSourceId

• Type:
• Required: Yes

OutputUri

• Type:
• Required: Yes

BatchPredictionName

• Type: typing.Optional[str]

CreateBatchPredictionOutput

BatchPredictionId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateDataSourceFromRDSInput

DataSourceId

• Type:
• Required: Yes

RDSData

• Type:
• Required: Yes

RoleARN

• Type:
• Required: Yes

DataSourceName

• Type: typing.Optional[str]

ComputeStatistics

• Type: typing.Optional[bool]

CreateDataSourceFromRDSOutput

DataSourceId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateDataSourceFromRedshiftInput

DataSourceId

• Type:
• Required: Yes

DataSpec

• Type:
• Required: Yes

RoleARN

• Type:
• Required: Yes

DataSourceName

• Type: typing.Optional[str]

ComputeStatistics

• Type: typing.Optional[bool]

CreateDataSourceFromRedshiftOutput

DataSourceId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateDataSourceFromS3Input

DataSourceId

• Type:
• Required: Yes

DataSpec

• Type:
• Required: Yes

DataSourceName

• Type: typing.Optional[str]

ComputeStatistics

• Type: typing.Optional[bool]

CreateDataSourceFromS3Output

DataSourceId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateEvaluationInput

EvaluationId

• Type:
• Required: Yes

MLModelId

• Type:
• Required: Yes

EvaluationDataSourceId

• Type:
• Required: Yes

EvaluationName

• Type: typing.Optional[str]

CreateEvaluationOutput

EvaluationId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateMLModelInput

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.Dict[str, str]]

Recipe

• Type: typing.Optional[str]

RecipeUri

• Type: typing.Optional[str]

CreateMLModelOutput

MLModelId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

CreateRealtimeEndpointInput

MLModelId

• Type:
• Required: Yes

CreateRealtimeEndpointOutput

MLModelId

• Type:
• Required: Yes

RealtimeEndpointInfo

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DataSource

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:

RDSMetadata

• Type:

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]

DeleteBatchPredictionInput

BatchPredictionId

• Type:
• Required: Yes

DeleteBatchPredictionOutput

BatchPredictionId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DeleteDataSourceInput

DataSourceId

• Type:
• Required: Yes

DeleteDataSourceOutput

DataSourceId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DeleteEvaluationInput

EvaluationId

• Type:
• Required: Yes

DeleteEvaluationOutput

EvaluationId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DeleteMLModelInput

MLModelId

• Type:
• Required: Yes

DeleteMLModelOutput

MLModelId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DeleteRealtimeEndpointInput

MLModelId

• Type:
• Required: Yes

DeleteRealtimeEndpointOutput

MLModelId

• Type:
• Required: Yes

RealtimeEndpointInfo

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

DeleteTagsInput

TagKeys

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

ResourceId

• Type:
• Required: Yes

ResourceType

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

DeleteTagsOutput

ResourceId

• Type:
• Required: Yes

ResourceType

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

ResponseMetadata

• Type:
• Required: Yes

DescribeBatchPredictionsInput

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]

DescribeBatchPredictionsInputPaginate

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.machinelearning_classes.PaginatorConfig]

DescribeBatchPredictionsInputWait

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:

DescribeBatchPredictionsOutput

Results

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

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

DescribeDataSourcesInput

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]

DescribeDataSourcesInputPaginate

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.machinelearning_classes.PaginatorConfig]

DescribeDataSourcesInputWait

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:

DescribeDataSourcesOutput

Results

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

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

DescribeEvaluationsInput

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]

DescribeEvaluationsInputPaginate

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.machinelearning_classes.PaginatorConfig]

DescribeEvaluationsInputWait

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:

DescribeEvaluationsOutput

Results

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

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

DescribeMLModelsInput

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]

DescribeMLModelsInputPaginate

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.machinelearning_classes.PaginatorConfig]

DescribeMLModelsInputWait

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:

DescribeMLModelsOutput

Results

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

ResponseMetadata

• Type:
• Required: Yes

NextToken

• Type: typing.Optional[str]

DescribeTagsInput

ResourceId

• Type:
• Required: Yes

ResourceType

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

DescribeTagsOutput

ResourceId

• Type:
• Required: Yes

ResourceType

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

Tags

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

ResponseMetadata

• Type:
• Required: Yes

Evaluation

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:

Message

• Type: typing.Optional[str]

ComputeTime

• Type: typing.Optional[int]

FinishedAt

• Type: typing.Optional[datetime.datetime]

StartedAt

• Type: typing.Optional[datetime.datetime]

GetBatchPredictionInput

BatchPredictionId

• Type:
• Required: Yes

GetBatchPredictionOutput

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

GetDataSourceInput

DataSourceId

• Type:
• Required: Yes

Verbose

• Type: typing.Optional[bool]

GetDataSourceOutput

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

GetEvaluationInput

EvaluationId

• Type:
• Required: Yes

GetEvaluationOutput

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

GetMLModelInput

MLModelId

• Type:
• Required: Yes

Verbose

• Type: typing.Optional[bool]

GetMLModelOutput

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

MLModel

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.machinelearning_classes.RealtimeEndpointInfo]

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]

PaginatorConfig

MaxItems

• Type: typing.Optional[int]

PageSize

• Type: typing.Optional[int]

StartingToken

• Type: typing.Optional[str]

PerformanceMetrics

Properties

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

PredictInput

MLModelId

• Type:
• Required: Yes

Record

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

PredictEndpoint

• Type:
• Required: Yes

PredictOutput

Prediction

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

Prediction

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]]

RDSDataSpec

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.List[str]
• Required: Yes

DataRearrangement

• Type: typing.Optional[str]

DataSchema

• Type: typing.Optional[str]

DataSchemaUri

• Type: typing.Optional[str]

RDSDatabase

InstanceIdentifier

• Type:
• Required: Yes

DatabaseName

• Type:
• Required: Yes

RDSDatabaseCredentials

Username

• Type:
• Required: Yes

Password

• Type:
• Required: Yes

RDSMetadata

Database

• Type: typing.Optional[aws_resource_validator.pydantic_models.machinelearning.machinelearning_classes.RDSDatabase]

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]

RealtimeEndpointInfo

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']]

RedshiftDataSpec

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]

RedshiftDatabase

DatabaseName

• Type:
• Required: Yes

ClusterIdentifier

• Type:
• Required: Yes

RedshiftDatabaseCredentials

Username

• Type:
• Required: Yes

Password

• Type:
• Required: Yes

RedshiftMetadata

RedshiftDatabase

• Type:

DatabaseUserName

• Type: typing.Optional[str]

SelectSqlQuery

• 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]

S3DataSpec

DataLocationS3

• Type:
• Required: Yes

DataRearrangement

• Type: typing.Optional[str]

DataSchema

• Type: typing.Optional[str]

DataSchemaLocationS3

• Type: typing.Optional[str]

Tag

Key

• Type: typing.Optional[str]

Value

• Type: typing.Optional[str]

UpdateBatchPredictionInput

BatchPredictionId

• Type:
• Required: Yes

BatchPredictionName

• Type:
• Required: Yes

UpdateBatchPredictionOutput

BatchPredictionId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateDataSourceInput

DataSourceId

• Type:
• Required: Yes

DataSourceName

• Type:
• Required: Yes

UpdateDataSourceOutput

DataSourceId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateEvaluationInput

EvaluationId

• Type:
• Required: Yes

EvaluationName

• Type:
• Required: Yes

UpdateEvaluationOutput

EvaluationId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

UpdateMLModelInput

MLModelId

• Type:
• Required: Yes

MLModelName

• Type: typing.Optional[str]

ScoreThreshold

• Type: typing.Optional[float]

UpdateMLModelOutput

MLModelId

• Type:
• Required: Yes

ResponseMetadata

• Type:
• Required: Yes

WaiterConfig

Delay

• Type: typing.Optional[int]

MaxAttempts

• Type: typing.Optional[int]