Class DataQualityScanRuleResult (1.8.1)

Version 1.8.1

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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.

Classes

EvaluationType

EvaluationType(value)

The evaluation type of the data quality rule.

Values: EVALUATION_TYPE_UNSPECIFIED (0): An unspecified evaluation type. PER_ROW (1): The rule evaluation is done at per row level. AGGREGATE (2): The rule evaluation is done for an aggregate of rows.

Result

Result(value)

Whether the data quality rule passed or failed.

Values: RESULT_UNSPECIFIED (0): An unspecified result. PASSED (1): The data quality rule passed. FAILED (2): The data quality rule failed.

RuleType

RuleType(value)

The type of the data quality rule.

Values: RULE_TYPE_UNSPECIFIED (0): An unspecified rule type. NON_NULL_EXPECTATION (1): Please see https://cloud.google.com/dataplex/docs/reference/rest/v1/DataQualityRule#nonnullexpectation. RANGE_EXPECTATION (2): Please see https://cloud.google.com/dataplex/docs/reference/rest/v1/DataQualityRule#rangeexpectation. REGEX_EXPECTATION (3): Please see https://cloud.google.com/dataplex/docs/reference/rest/v1/DataQualityRule#regexexpectation. ROW_CONDITION_EXPECTATION (4): Please see https://cloud.google.com/dataplex/docs/reference/rest/v1/DataQualityRule#rowconditionexpectation. SET_EXPECTATION (5): Please see https://cloud.google.com/dataplex/docs/reference/rest/v1/DataQualityRule#setexpectation. STATISTIC_RANGE_EXPECTATION (6): Please see https://cloud.google.com/dataplex/docs/reference/rest/v1/DataQualityRule#statisticrangeexpectation. TABLE_CONDITION_EXPECTATION (7): Please see https://cloud.google.com/dataplex/docs/reference/rest/v1/DataQualityRule#tableconditionexpectation. UNIQUENESS_EXPECTATION (8): Please see https://cloud.google.com/dataplex/docs/reference/rest/v1/DataQualityRule#uniquenessexpectation.