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