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https://issues.apache.org/jira/browse/AIRFLOW-6233?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17015492#comment-17015492
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Robert Conroy commented on AIRFLOW-6233:
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[~BrechtDeVlieger] I've been unable to reproduce this locally. Do you see this 
on the first DAG run, or should I be waiting for a future run?

> Task get stuck on scheduled on LocalExecutor
> --------------------------------------------
>
>                 Key: AIRFLOW-6233
>                 URL: https://issues.apache.org/jira/browse/AIRFLOW-6233
>             Project: Apache Airflow
>          Issue Type: Bug
>          Components: scheduler
>    Affects Versions: 1.10.6
>            Reporter: Brecht De Vlieger
>            Priority: Blocker
>         Attachments: DAG.png, airflow.cfg, expected_gantt.png, logs.tar.gz, 
> observed_gantt.png, test.py
>
>
> Use case description:
> One DAG with a sequence of tasks run by the LocalExecutor. The number of 
> parallel tasks (6) to be run is higher than the concurrency limit (3) 
> (parallelism and dag_concurrency). An image of the DAG layout is attached 
> below.
> Expected behaviour:
> Scheduler uses the three available slots to run as many tasks concurrently as 
> possible. The DAG finishes in some finite time without restarting the 
> scheduler. Example Gantt chart attached below.
> Observed behaviour:
> The tasks are not optimally scheduled and after a while the tasks no longer 
> move from the 'scheduled' state to 'queued'.  When the scheduler is restarted 
> the tasks are picked up again as expected. The Gantt chart is also in the 
> attachments. Note that the chart does not show the tasks that never get 
> scheduled. You can find the logs in the attachments.
> How to reproduce:
> Install vanilla airflow version 1.10.6 and run with LocalExecutor (I used a 
> mysql database). The airflow.cfg and dag file are added to the attachments. 
> The problem does not exist in 1.10.5.



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