apache / paimon-webui

Web ui for Apache Paimon.
https://paimon.apache.org/
Apache License 2.0
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[Feature] Data Quality Management #525

Open hiliuxg opened 2 months ago

hiliuxg commented 2 months ago

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Motivation

Monitor and alert on the quality of data entering the lake.

  1. Collect a variety of metrics, such as the number of records per second, the number of bytes per second at the source and the sink end, the data ingestion time at the source end, the send time and the time write to paimon at the sink end etc.
  2. Configure data quality monitoring dimensions (completeness (not null, length, type), consistency (the number of records at the sink matches the source), timeliness (no latency), compliance (legal, secure, no sensitive information), uniqueness).
  3. set thresholds, issue alerts, and then take actions (stop the job, alert to target person).

Solution

No response

Anything else?

No response

Are you willing to submit a PR?