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Sagemaker Metrics Classes

BaseValidatorModel

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BatchGetMetricsRequest

MetricQueries

  • Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_metrics.sagemaker_metrics_classes.MetricQuery]
  • Required: Yes

BatchGetMetricsResponse

MetricQueryResults

  • Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_metrics.sagemaker_metrics_classes.MetricQueryResult]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

BatchPutMetricsError

Code

  • Type: typing.Optional[typing.Literal['CONFLICT_ERROR', 'INTERNAL_ERROR', 'METRIC_LIMIT_EXCEEDED', 'VALIDATION_ERROR']]

MetricIndex

  • Type: typing.Optional[int]

BatchPutMetricsRequest

TrialComponentName

  • Type:
  • Required: Yes

MetricData

  • Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_metrics.sagemaker_metrics_classes.RawMetricData]
  • Required: Yes

BatchPutMetricsResponse

Errors

  • Type: typing.List[aws_resource_validator.pydantic_models.sagemaker_metrics.sagemaker_metrics_classes.BatchPutMetricsError]
  • Required: Yes

ResponseMetadata

  • Type:
  • Required: Yes

MetricQuery

MetricName

  • Type:
  • Required: Yes

ResourceArn

  • Type:
  • Required: Yes

MetricStat

  • Type: typing.Literal['Avg', 'Count', 'Last', 'Max', 'Min', 'StdDev']
  • Required: Yes

Period

  • Type: typing.Literal['FiveMinute', 'IterationNumber', 'OneHour', 'OneMinute']
  • Required: Yes

XAxisType

  • Type: typing.Literal['IterationNumber', 'Timestamp']
  • Required: Yes

Start

  • Type: typing.Optional[int]

End

  • Type: typing.Optional[int]

MetricQueryResult

Status

  • Type: typing.Literal['Complete', 'InternalError', 'Truncated', 'ValidationError']
  • Required: Yes

XAxisValues

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

MetricValues

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

Message

  • Type: typing.Optional[str]

RawMetricData

MetricName

  • Type:
  • Required: Yes

Timestamp

  • Type: typing.Union[datetime.datetime, str]
  • Required: Yes

Value

  • Type:
  • Required: Yes

Step

  • Type: typing.Optional[int]

ResponseMetadata

RequestId

  • Type:
  • Required: Yes

HTTPStatusCode

  • Type:
  • Required: Yes

HTTPHeaders

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

RetryAttempts

  • Type:
  • Required: Yes

HostId

  • Type: typing.Optional[str]