Glue / Client / get_data_quality_model_result

get_data_quality_model_result

Glue.Client.get_data_quality_model_result(**kwargs)

Retrieve a statistic’s predictions for a given Profile ID.

See also: AWS API Documentation

Request Syntax

response = client.get_data_quality_model_result(
    StatisticId='string',
    ProfileId='string'
)

Parameters:

• StatisticId (string) –

  [REQUIRED]

  The Statistic ID.

• ProfileId (string) –

  [REQUIRED]

  The Profile ID.

Return type:

dict

Returns:

Response Syntax

{
    'CompletedOn': datetime(2015, 1, 1),
    'Model': [
        {
            'LowerBound': 123.0,
            'UpperBound': 123.0,
            'PredictedValue': 123.0,
            'ActualValue': 123.0,
            'Date': datetime(2015, 1, 1),
            'InclusionAnnotation': 'INCLUDE'|'EXCLUDE'
        },
    ]
}

Response Structure

• (dict) –

  • CompletedOn (datetime) –

    The timestamp when the data quality model training completed.

  • Model (list) –

    A list of StatisticModelResult

    • (dict) –

      The statistic model result.

      • LowerBound (float) –

        The lower bound.

      • UpperBound (float) –

        The upper bound.

      • PredictedValue (float) –

        The predicted value.

      • ActualValue (float) –

        The actual value.

      • Date (datetime) –

        The date.

      • InclusionAnnotation (string) –

        The inclusion annotation.

Exceptions

• Glue.Client.exceptions.EntityNotFoundException

• Glue.Client.exceptions.InvalidInputException

• Glue.Client.exceptions.OperationTimeoutException

• Glue.Client.exceptions.InternalServiceException