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https://issues.apache.org/jira/browse/AIRFLOW-2203?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16398220#comment-16398220
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ASF subversion and git services commented on AIRFLOW-2203:
----------------------------------------------------------

Commit 781c5bf6967473701e4812d72ace4f675f5b5c94 in incubator-airflow's branch 
refs/heads/master from [~wongwill]
[ https://git-wip-us.apache.org/repos/asf?p=incubator-airflow.git;h=781c5bf ]

[AIRFLOW-2203] Store task ids as sets not lists

Massively improve performance by using sets to represent a task's
upstream and downstream task ids.


> Dag import too slow for very large dags
> ---------------------------------------
>
>                 Key: AIRFLOW-2203
>                 URL: https://issues.apache.org/jira/browse/AIRFLOW-2203
>             Project: Apache Airflow
>          Issue Type: Improvement
>          Components: DAG
>    Affects Versions: 1.8.1, 1.8.0, 1.9.0, 1.9.1
>            Reporter: Will Wong
>            Assignee: Will Wong
>            Priority: Major
>              Labels: performance, usability
>
> Dag import for large dags is too slow. It is very easy to timeout very large 
> dags with < 500 tasks.



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