GlueDataBrew / Client / update_ruleset

update_ruleset

GlueDataBrew.Client.update_ruleset(**kwargs)

Updates specified ruleset.

See also: AWS API Documentation

Request Syntax

response = client.update_ruleset(
    Name='string',
    Description='string',
    Rules=[
        {
            'Name': 'string',
            'Disabled': True|False,
            'CheckExpression': 'string',
            'SubstitutionMap': {
                'string': 'string'
            },
            'Threshold': {
                'Value': 123.0,
                'Type': 'GREATER_THAN_OR_EQUAL'|'LESS_THAN_OR_EQUAL'|'GREATER_THAN'|'LESS_THAN',
                'Unit': 'COUNT'|'PERCENTAGE'
            },
            'ColumnSelectors': [
                {
                    'Regex': 'string',
                    'Name': 'string'
                },
            ]
        },
    ]
)

Parameters:

• Name (string) –

  [REQUIRED]

  The name of the ruleset to be updated.

• Description (string) – The description of the ruleset.

• Rules (list) –

  [REQUIRED]

  A list of rules that are defined with the ruleset. A rule includes one or more checks to be validated on a DataBrew dataset.

  • (dict) –

    Represents a single data quality requirement that should be validated in the scope of this dataset.

    • Name (string) – [REQUIRED]

      The name of the rule.

    • Disabled (boolean) –

      A value that specifies whether the rule is disabled. Once a rule is disabled, a profile job will not validate it during a job run. Default value is false.

    • CheckExpression (string) – [REQUIRED]

      The expression which includes column references, condition names followed by variable references, possibly grouped and combined with other conditions. For example, (:col1 starts_with :prefix1 or :col1 starts_with :prefix2) and (:col1 ends_with :suffix1 or :col1 ends_with :suffix2). Column and value references are substitution variables that should start with the ‘:’ symbol. Depending on the context, substitution variables’ values can be either an actual value or a column name. These values are defined in the SubstitutionMap. If a CheckExpression starts with a column reference, then ColumnSelectors in the rule should be null. If ColumnSelectors has been defined, then there should be no column reference in the left side of a condition, for example, is_between :val1 and :val2.

      For more information, see Available checks

    • SubstitutionMap (dict) –

      The map of substitution variable names to their values used in a check expression. Variable names should start with a ‘:’ (colon). Variable values can either be actual values or column names. To differentiate between the two, column names should be enclosed in backticks, for example, ":col1": "`Column A`".

      • (string) –

        • (string) –

    • Threshold (dict) –

      The threshold used with a non-aggregate check expression. Non-aggregate check expressions will be applied to each row in a specific column, and the threshold will be used to determine whether the validation succeeds.

      • Value (float) – [REQUIRED]

        The value of a threshold.

      • Type (string) –

        The type of a threshold. Used for comparison of an actual count of rows that satisfy the rule to the threshold value.

      • Unit (string) –

        Unit of threshold value. Can be either a COUNT or PERCENTAGE of the full sample size used for validation.

    • ColumnSelectors (list) –

      List of column selectors. Selectors can be used to select columns using a name or regular expression from the dataset. Rule will be applied to selected columns.

      • (dict) –

        Selector of a column from a dataset for profile job configuration. One selector includes either a column name or a regular expression.

        • Regex (string) –

          A regular expression for selecting a column from a dataset.

        • Name (string) –

          The name of a column from a dataset.

Return type:

dict

Returns:

Response Syntax

{
    'Name': 'string'
}

Response Structure

• (dict) –

  • Name (string) –

    The name of the updated ruleset.

Exceptions

• GlueDataBrew.Client.exceptions.ResourceNotFoundException

• GlueDataBrew.Client.exceptions.ValidationException