Class DataQualityScanRuleResult (2.3.1)

Version 2.3.1

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• 2.3.1
• 2.2.2
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DataQualityScanRuleResult(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Information about the result of a data quality rule for data quality scan. The monitored resource is 'DataScan'.

Attributes
Name	Description
job_id	str Identifier of the specific data scan job this log entry is for.
data_source	str The data source of the data scan (e.g. BigQuery table name).
column	str The column which this rule is evaluated against.
rule_name	str The name of the data quality rule.
rule_type	google.cloud.dataplex_v1.types.DataQualityScanRuleResult.RuleType The type of the data quality rule.
evalution_type	google.cloud.dataplex_v1.types.DataQualityScanRuleResult.EvaluationType The evaluation type of the data quality rule.
rule_dimension	str The dimension of the data quality rule.
threshold_percent	float The passing threshold ([0.0, 100.0]) of the data quality rule.
result	google.cloud.dataplex_v1.types.DataQualityScanRuleResult.Result The result of the data quality rule.
evaluated_row_count	int The number of rows evaluated against the data quality rule. This field is only valid for rules of PER_ROW evaluation type.
passed_row_count	int The number of rows which passed a rule evaluation. This field is only valid for rules of PER_ROW evaluation type.
null_row_count	int The number of rows with null values in the specified column.
assertion_row_count	int The number of rows returned by the SQL statement in a SQL assertion rule. This field is only valid for SQL assertion rules.

Classes

EvaluationType

EvaluationType(value)

The evaluation type of the data quality rule.

Result

Result(value)

Whether the data quality rule passed or failed.

RuleType

RuleType(value)

The type of the data quality rule.