You are viewing a plain text version of this content. The canonical link for it is here.
Posted to commits@airflow.apache.org by "alex l (Jira)" <ji...@apache.org> on 2020/01/30 19:46:00 UTC
[jira] [Created] (AIRFLOW-6685) Add operators to improve data
quality testing on data workflows/pipelines
alex l created AIRFLOW-6685:
-------------------------------
Summary: Add operators to improve data quality testing on data workflows/pipelines
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
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.
--
This message was sent by Atlassian Jira
(v8.3.4#803005)