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Identify and improve debug logging in core and providers. Debug logs should include all the information used to make the request/invocation, especially when interacting with external systems.
Use case/motivation
It helps identify the data used when interacting with external systems and response data. This can be very helpful in case of failures. Many providers already do this. But, goal of this issue is to identify gaps and fill them
@Prab-27 , feel free to create issues and refer them to this one. We can use this as an Issue to track progress. I'll start tracking them here once you link the issue.
Sure thanks for picking it up @Prab-27, feel free to create a new issue for the Scheduler debug logging improvements and link it to this issue (as @rawwar suggested above).
Also in case you'd like to discuss or brainstorm something quickly, you can drop a message on #sig-improving-debugging channel on Airflow community Slack, link here.
All the items tracked here are now closed or merged. Can this be closed, or is there remaining work it should track?
@kaxil Thanks for closing this. I think Airflow's debug logging has improved significantly in releases 3.0 and above, which is great. I suppose we as a community could now focus on sustaining the quality of Airflow's debug logging for new features etc. along side improving debug logs which can be done as and when we receive user feedback.
Activity
Prab-27 commentedon Dec 19, 2024
@omkar-foss, I'd like to work on this issue. I would like to start with the scheduler
rawwar commentedon Dec 19, 2024
@Prab-27 , feel free to create issues and refer them to this one. We can use this as an Issue to track progress. I'll start tracking them here once you link the issue.
omkar-foss commentedon Dec 20, 2024
Sure thanks for picking it up @Prab-27, feel free to create a new issue for the Scheduler debug logging improvements and link it to this issue (as @rawwar suggested above).
Also in case you'd like to discuss or brainstorm something quickly, you can drop a message on
#sig-improving-debuggingchannel on Airflow community Slack, link here.kaxil commentedon Oct 1, 2026
All the items tracked here are now closed or merged. Can this be closed, or is there remaining work it should track?
omkar-foss commentedon Oct 2, 2026
@kaxil Thanks for closing this. I think Airflow's debug logging has improved significantly in releases 3.0 and above, which is great. I suppose we as a community could now focus on sustaining the quality of Airflow's debug logging for new features etc. along side improving debug logs which can be done as and when we receive user feedback.