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ASF GitHub Bot commented on AIRFLOW-2325: ----------------------------------------- feluelle commented on pull request #7437: [AIRFLOW-2325] Add CloudwatchTaskHandler option for remote task loggi… URL: https://github.com/apache/airflow/pull/7437 ---------------------------------------------------------------- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: us...@infra.apache.org > Task logging with AWS Cloud watch > --------------------------------- > > Key: AIRFLOW-2325 > URL: https://issues.apache.org/jira/browse/AIRFLOW-2325 > Project: Apache Airflow > Issue Type: New Feature > Components: logging > Reporter: Fang-Pen Lin > Assignee: Daniel Hegberg > Priority: Minor > > In many cases, it's ideal to use remote logging while running Airflow in > production, as the worker could be easily scale down or scale up. Or the > worker is running in containers, where the local storage is not meant to be > there forever. In that case, the S3 task logging handler could be used > [https://github.com/apache/incubator-airflow/blob/master/airflow/utils/log/s3_task_handler.py] > However, it comes with drawback. S3 logging handler only uploads the log when > the task completed or failed. For long running tasks, it's hard to know > what's going on with the process until it finishes. > To make more real-time logging, I built a logging handler based on AWS > CloudWatch. It uses a third party python package `watchtower` > > [https://github.com/kislyuk/watchtower/tree/master/watchtower] > > I created a PR here [https://github.com/apache/incubator-airflow/pull/3229], > basically I just copy-pasted the code I wrote for my own project, it works > fine with 1.9 release, but never tested with master branch. Also, there is a > bug in watchtower causing task runner to hang forever when it completes. I > created an issue in their repo > [https://github.com/kislyuk/watchtower/issues/57] > And a PR for addressing that issue > [https://github.com/kislyuk/watchtower/pull/58] > > The PR is still far from ready to be reviewed, but I just want to get some > feedback before I spend more time on it. I would like to see if youguys want > this cloudwatch handler goes into the main repo, or do youguys prefer it to > be a standalone third-party module. If it's that case, I can close this > ticket and create a standalone repo on my own. If the PR is welcome, then I > can spend more time on polishing it based on your feedback, add tests / > documents and other stuff. > -- This message was sent by Atlassian Jira (v8.3.4#803005)