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https://issues.apache.org/jira/browse/AIRFLOW-363?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16442170#comment-16442170
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Daniel Lamblin commented on AIRFLOW-363:
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I'm not sure, but I think #3 was done, right [~criccomini]?

> Celery Queue becoming too huge when worker unavailable
> ------------------------------------------------------
>
>                 Key: AIRFLOW-363
>                 URL: https://issues.apache.org/jira/browse/AIRFLOW-363
>             Project: Apache Airflow
>          Issue Type: Bug
>          Components: celery
>    Affects Versions: Airflow 1.7.1.3
>            Reporter: Vineet Goel
>            Priority: Major
>
> The scheduler currently queues executable tasks every run of the scheduler. I 
> ran into an issue where I was using a single worker and my dag was composed 
> of a bunch of tasks that could run simultaneously. I was setting a 
> concurrency on the worker to control how many of those tasks could run at the 
> same time. However, my scheduler kept queueing more and more tasks. This can 
> cause a HUGE back pressure on the celery queue, which becomes unmanageable at 
> times. 
> We should set the 
> http://docs.celeryproject.org/en/latest/configuration.html#celery-event-queue-ttl
> configuration to handle this. 



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