DataQualityResultV2Item
¶
Source code in docs_src/capo_glue/types/data_quality_result_v2_item.py
aggregated_metrics
instance-attribute
¶
aggregated_metrics: NotRequired[DataQualityAggregatedMetrics]
A summary of DataQualityAggregatedMetrics objects showing the total counts of processed rows and rules, including their pass/fail statistics based on row-level results.
analyzer_results
instance-attribute
¶
analyzer_results: NotRequired[DataQualityAnalyzerResults]
A list of DataQualityAnalyzerResult objects representing the results for each analyzer.
data_source
instance-attribute
¶
data_source: NotRequired[DataSource]
The table associated with the data quality result, if any.
descriptors
instance-attribute
¶
descriptors: NotRequired[PublishDataQualityResultDescriptors]
A map of user-provided descriptors that add contextual metadata and configuration to the data quality result, such as database name, table name, team, or environment.
dimensions
instance-attribute
¶
dimensions: NotRequired[PublishDataQualityResultDimensions]
A map of platform-specific identifiers, such as cluster, application, workgroup, or project IDs, that identify where the data quality evaluation ran.
evaluation_context
instance-attribute
¶
evaluation_context: NotRequired[NameString]
The evaluation context for the data quality result. This value identifies a specific data quality result, or a series of related results, within a run.
execution_completed_on
instance-attribute
¶
execution_completed_on: NotRequired[Timestamp]
The date and time when this data quality run completed.
execution_started_on
instance-attribute
¶
execution_started_on: NotRequired[Timestamp]
The date and time when this data quality run started.
observations
instance-attribute
¶
observations: NotRequired[DataQualityObservations]
A list of DataQualityObservation objects representing the anomaly detection observations generated after evaluating the rules and analyzers.
result_id
instance-attribute
¶
result_id: HashString
A unique result ID for the data quality result.
result_published_on
instance-attribute
¶
result_published_on: NotRequired[Timestamp]
The date and time when this data quality result was published.
rule_results
instance-attribute
¶
rule_results: NotRequired[DataQualityRuleResults]
A list of DataQualityRuleResult objects representing the results for each rule.
ruleset_name
instance-attribute
¶
ruleset_name: NotRequired[NameString]
The name of the ruleset associated with the data quality result.
score
instance-attribute
¶
score: NotRequired[GenericBoundedDouble]
An aggregate data quality score. Represents the ratio of rules that passed to the total number of rules.
tags
instance-attribute
¶
tags: NotRequired[PublishDataQualityResultTags]
A map of tags associated with the data quality result.