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https://issues.apache.org/jira/browse/AIRFLOW-6685?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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alex l updated AIRFLOW-6685:
----------------------------
Description:
Add Data Quality Operators to improve data quality testing on data
workflows/pipelines. This includes 3 operators:
* BaseDataQualityOperator
** contains shared attributes and methods that data quality check operators
utilize
** a base class that can be used to create other dq operators
* DataQualityThresholdCheckOperator
** will check a single value, sql result against a threshold range, and will
fail a task if it is outside this range.
* DataQulaityThresholdSQLCheckOperator
** Similar to DataQualityThresholdCheckOperator, but thresholds are
sql-evaluated values, for dynamic threshold ranging.
was:
Adding plugins to allow better data quality testing within a dag. This includes
3 operators:
* BaseDataQualityOperator
** contains shared attributes and methods that data quality check operators
utilize
** a base class that can be used to create other dq operators
* DataQualityThresholdCheckOperator
** will check a single value, sql result against a threshold range, and will
fail a task if it is outside this range.
* DataQulaityThresholdSQLCheckOperator
** Similar to DataQualityThresholdCheckOperator, but thresholds are
sql-evaluated values, for dynamic threshold ranging.
> Add Data Quality Operators
> ---------------------------
>
> Key: AIRFLOW-6685
> URL: https://issues.apache.org/jira/browse/AIRFLOW-6685
> Project: Apache Airflow
> Issue Type: New Feature
> Components: operators
> Affects Versions: 2.0.0
> Reporter: alex l
> Assignee: alex l
> Priority: Major
>
> Add Data Quality Operators to improve data quality testing on data
> workflows/pipelines. This includes 3 operators:
> * BaseDataQualityOperator
> ** contains shared attributes and methods that data quality check operators
> utilize
> ** a base class that can be used to create other dq operators
> * DataQualityThresholdCheckOperator
> ** will check a single value, sql result against a threshold range, and will
> fail a task if it is outside this range.
> * DataQulaityThresholdSQLCheckOperator
> ** Similar to DataQualityThresholdCheckOperator, but thresholds are
> sql-evaluated values, for dynamic threshold ranging.
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