Glue / Client / list_data_quality_statistics

list_data_quality_statistics

Glue.Client.list_data_quality_statistics(**kwargs)

Retrieves a list of data quality statistics.

See also: AWS API Documentation

Request Syntax

response = client.list_data_quality_statistics(
    StatisticId='string',
    ProfileId='string',
    TimestampFilter={
        'RecordedBefore': datetime(2015, 1, 1),
        'RecordedAfter': datetime(2015, 1, 1)
    },
    MaxResults=123,
    NextToken='string'
)

Parameters:

• StatisticId (string) – The Statistic ID.

• ProfileId (string) – The Profile ID.

• TimestampFilter (dict) –

  A timestamp filter.

  • RecordedBefore (datetime) –

    The timestamp before which statistics should be included in the results.

  • RecordedAfter (datetime) –

    The timestamp after which statistics should be included in the results.

• MaxResults (integer) – The maximum number of results to return in this request.

• NextToken (string) – A pagination token to request the next page of results.

Return type:

dict

Returns:

Response Syntax

{
    'Statistics': [
        {
            'StatisticId': 'string',
            'ProfileId': 'string',
            'RunIdentifier': {
                'RunId': 'string',
                'JobRunId': 'string'
            },
            'StatisticName': 'string',
            'DoubleValue': 123.0,
            'EvaluationLevel': 'Dataset'|'Column'|'Multicolumn',
            'ColumnsReferenced': [
                'string',
            ],
            'ReferencedDatasets': [
                'string',
            ],
            'StatisticProperties': {
                'string': 'string'
            },
            'RecordedOn': datetime(2015, 1, 1),
            'InclusionAnnotation': {
                'Value': 'INCLUDE'|'EXCLUDE',
                'LastModifiedOn': datetime(2015, 1, 1)
            }
        },
    ],
    'NextToken': 'string'
}

Response Structure

• (dict) –

  • Statistics (list) –

    A StatisticSummaryList.

    • (dict) –

      Summary information about a statistic.

      • StatisticId (string) –

        The Statistic ID.

      • ProfileId (string) –

        The Profile ID.

      • RunIdentifier (dict) –

        The Run Identifier

        • RunId (string) –

          The Run ID.

        • JobRunId (string) –

          The Job Run ID.

      • StatisticName (string) –

        The name of the statistic.

      • DoubleValue (float) –

        The value of the statistic.

      • EvaluationLevel (string) –

        The evaluation level of the statistic. Possible values: Dataset, Column, Multicolumn.

      • ColumnsReferenced (list) –

        The list of columns referenced by the statistic.

        • (string) –

      • ReferencedDatasets (list) –

        The list of datasets referenced by the statistic.

        • (string) –

      • StatisticProperties (dict) –

        A StatisticPropertiesMap, which contains a NameString and DescriptionString

        • (string) –

          • (string) –

      • RecordedOn (datetime) –

        The timestamp when the statistic was recorded.

      • InclusionAnnotation (dict) –

        The inclusion annotation for the statistic.

        • Value (string) –

          The inclusion annotation value.

        • LastModifiedOn (datetime) –

          The timestamp when the inclusion annotation was last modified.

  • NextToken (string) –

    A pagination token to request the next page of results.

Exceptions

• Glue.Client.exceptions.EntityNotFoundException

• Glue.Client.exceptions.InvalidInputException

• Glue.Client.exceptions.InternalServiceException