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apache / incubator-devlake

Apache DevLake is an open-source dev data platform to ingest, analyze, and visualize the fragmented data from DevOps tools, extracting insights for engineering excellence, developer experience, and community growth.
https://devlake.apache.org/
Apache License 2.0
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[Question][Module Name] The question of metrics #7423

Closed FrankBai811 closed 4 days ago

FrankBai811 commented 2 months ago

Question

Does the devlake dashboard have metrics for data quality such as success rate, latency, etc.?

github-actions[bot] commented 1 week ago

This issue has been automatically marked as stale because it has been inactive for 60 days. It will be closed in next 7 days if no further activity occurs.

dosubot[bot] commented 1 week ago

Hey there, @FrankBai811! I'm a bot designed to assist you with bugs, questions, and contributions. Feel free to ask me anything while waiting for a human maintainer to join the conversation.

Yes, the DevLake dashboard includes metrics for data quality such as success rate and latency.

  1. Success Rate: DevLake measures and reports the success rate of data ingestion processes using a specific SQL query. This query calculates the success rate as the number of successful workflow runs divided by the total number of workflow runs [1].

  2. Latency: The DevLake dashboard includes a visualization for latency metrics related to data processing. Specifically, the "PR Deploy Time" panel displays latency metrics for pull request deployment times [2].

These metrics help in monitoring and ensuring the quality of data being ingested and processed by DevLake.

To continue talking to Dosu, mention @dosu.

github-actions[bot] commented 4 days ago

This issue has been closed because it has been inactive for a long time. You can reopen it if you encounter the similar problem in the future.