[jira] [Closed] (AIRFLOW-513) ExternalTaskSensor tasks should not count towards parallelism limit

["Kevin Yuen (JIRA)" <ji...@apache.org>]

     [ https://issues.apache.org/jira/browse/AIRFLOW-513?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Kevin Yuen closed AIRFLOW-513.
------------------------------
    Resolution: Not A Problem

Gone with work around

> ExternalTaskSensor tasks should not count towards parallelism limit
> -------------------------------------------------------------------
>
>                 Key: AIRFLOW-513
>                 URL: https://issues.apache.org/jira/browse/AIRFLOW-513
>             Project: Apache Airflow
>          Issue Type: Improvement
>         Environment: Ubuntu 14.04
> Version 1.7.0
>            Reporter: Kevin Yuen
>
> Hi, 
> We are using airflow version 1.7.0 and we are using `ExternalTaskSensor` pretty heavily to manage dependencies between our DAGs. 
> We have recently experienced a case where the external task sensors are causing the DAGs to go into limbo state because they took up all the execution slots defined via `AIRFLOW__CORE__PARALLELISM`. 
> For example: 
>     Given we have 2 DAGs: 
>     first one with 16 python operator tasks, and the other with 16 sensors. We set `PARALLELISM` to 16. 
>     If the scheduler choses to schedule all 16 sensors first, the dag runs will never complete. 
> There are a couple of work around to this:
> # staggering the DAGs so that the first dag with python operator runs first
> # lowering the TaskSensor timeout thresholds and relying on retries
> Both of these options seems less then ideal to us. We wonder if `ExternalTaskSensor` should really be counting towards the `PARALLELISM` limit?
> Cheers, 
> Kevin



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