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Posted to commits@airflow.apache.org by "ASF GitHub Bot (Jira)" <ji...@apache.org> on 2020/02/03 21:55:01 UTC
[jira] [Commented] (AIRFLOW-6685) Add Data Quality Operators
[ https://issues.apache.org/jira/browse/AIRFLOW-6685?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17029324#comment-17029324 ]
ASF GitHub Bot commented on AIRFLOW-6685:
-----------------------------------------
alexzlue commented on pull request #7353: [AIRFLOW-6685] Data Quality Check operators
URL: https://github.com/apache/airflow/pull/7353
This PR 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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Issue link: WILL BE INSERTED BY [boring-cyborg](https://github.com/kaxil/boring-cyborg)
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> 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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