Glue / Client / start_data_quality_rule_recommendation_run

start_data_quality_rule_recommendation_run#

Glue.Client.start_data_quality_rule_recommendation_run(**kwargs)#

Starts a recommendation run that is used to generate rules when you don’t know what rules to write. Glue Data Quality analyzes the data and comes up with recommendations for a potential ruleset. You can then triage the ruleset and modify the generated ruleset to your liking.

Recommendation runs are automatically deleted after 90 days.

See also: AWS API Documentation

Request Syntax

response = client.start_data_quality_rule_recommendation_run(
    DataSource={
        'GlueTable': {
            'DatabaseName': 'string',
            'TableName': 'string',
            'CatalogId': 'string',
            'ConnectionName': 'string',
            'AdditionalOptions': {
                'string': 'string'
            }
        }
    },
    Role='string',
    NumberOfWorkers=123,
    Timeout=123,
    CreatedRulesetName='string',
    DataQualitySecurityConfiguration='string',
    ClientToken='string'
)
Parameters:

  • DataSource (dict) –

    [REQUIRED]

    The data source (Glue table) associated with this run.

    • GlueTable (dict) – [REQUIRED]

      An Glue table.

      • DatabaseName (string) – [REQUIRED]

        A database name in the Glue Data Catalog.

      • TableName (string) – [REQUIRED]

        A table name in the Glue Data Catalog.

      • CatalogId (string) –

        A unique identifier for the Glue Data Catalog.

      • ConnectionName (string) –

        The name of the connection to the Glue Data Catalog.

      • AdditionalOptions (dict) –

        Additional options for the table. Currently there are two keys supported:

        • pushDownPredicate: to filter on partitions without having to list and read all the files in your dataset.

        • catalogPartitionPredicate: to use server-side partition pruning using partition indexes in the Glue Data Catalog.

        • (string) –

          • (string) –

  • Role (string) –

    [REQUIRED]

    An IAM role supplied to encrypt the results of the run.

  • NumberOfWorkers (integer) – The number of G.1X workers to be used in the run. The default is 5.

  • Timeout (integer) – The timeout for a run in minutes. This is the maximum time that a run can consume resources before it is terminated and enters TIMEOUT status. The default is 2,880 minutes (48 hours).

  • CreatedRulesetName (string) – A name for the ruleset.

  • DataQualitySecurityConfiguration (string) – The name of the security configuration created with the data quality encryption option.

  • ClientToken (string) – Used for idempotency and is recommended to be set to a random ID (such as a UUID) to avoid creating or starting multiple instances of the same resource.

Return type:

dict

Returns:

Response Syntax

{
    'RunId': 'string'
}

Response Structure

  • (dict) –

    • RunId (string) –

      The unique run identifier associated with this run.

Exceptions

  • Glue.Client.exceptions.InvalidInputException

  • Glue.Client.exceptions.OperationTimeoutException

  • Glue.Client.exceptions.InternalServiceException

  • Glue.Client.exceptions.ConflictException