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Posted to commits@airflow.apache.org by "ASF subversion and git services (JIRA)" <ji...@apache.org> on 2017/06/21 08:13:00 UTC

[jira] [Commented] (AIRFLOW-1296) DAGs using operators involving cascading skipped tasks fail prematurely

    [ https://issues.apache.org/jira/browse/AIRFLOW-1296?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16057145#comment-16057145 ] 

ASF subversion and git services commented on AIRFLOW-1296:
----------------------------------------------------------

Commit a45e2d1888ffb19dab8401e07b10724090bf20f0 in incubator-airflow's branch refs/heads/master from [~bolke]
[ https://git-wip-us.apache.org/repos/asf?p=incubator-airflow.git;h=a45e2d1 ]

[AIRFLOW-1296] Propagate SKIPPED to all downstream tasks

The ShortCircuitOperator and LatestOnlyOperator
did not mark
all downstream tasks as skipped, but only direct
downstream
tasks.

Closes #2365 from bolkedebruin/AIRFLOW-719-3


> DAGs using operators involving cascading skipped tasks fail prematurely
> -----------------------------------------------------------------------
>
>                 Key: AIRFLOW-1296
>                 URL: https://issues.apache.org/jira/browse/AIRFLOW-1296
>             Project: Apache Airflow
>          Issue Type: Bug
>          Components: scheduler
>    Affects Versions: 1.8.1
>            Reporter: Daniel Huang
>            Assignee: Bolke de Bruin
>            Priority: Blocker
>             Fix For: 1.8.2
>
>
> So this is basically the same issue as AIRFLOW-872 and AIRFLOW-719. A workaround had fixed this (https://github.com/apache/incubator-airflow/pull/2125), but was later reverted (https://github.com/apache/incubator-airflow/pull/2195). I totally agree with the reason for reverting, but I still think this is an issue. 
> The issue is related to any operators that involves cascading skipped tasks, like ShortCircuitOperator or LatestOnlyOperator. These operators mark only their *direct* downstream task as SKIPPED, but additional downstream tasks from that skipped task is left up to the scheduler to cascade the SKIPPED state (see latest only op docs about this expected behavior https://airflow.incubator.apache.org/concepts.html#latest-run-only). However, instead the scheduler marks the DAG run as FAILED prematurely before the DAG has a chance to skip all downstream tasks.
> This example DAG should reproduce the issue: https://gist.github.com/dhuang/61d38fb001c3a917edf4817bb0c915f9. 
> Expected result: DAG succeeds with tasks - latest_only (success) -> dummy1 (skipped) -> dummy2 (skipped) -> dummy3 (skipped)
> Actual result: DAG fails with tasks - latest_only (success) -> dummy1 (skipped) -> dummy2 (none) -> dummy3 (none)
> I believe the results I'm seeing are because of this deadlock prevention logic, https://github.com/apache/incubator-airflow/blob/1.8.1/airflow/models.py#L4182. While that actual result shown above _could_ mean a deadlock, in this case it shouldn't be. Since this {{update_state}} logic is reached first in each scheduler run, dummy2/dummy3 don't get a chance to cascade the SKIPPED state. Commenting out that block gives me the results I expect.
> [~bolke] I know you spent awhile trying to reproduce my issue and weren't able to, but I'm still hitting this on a fresh environment, default configs, sqlite/mysql dbs, local/sequential/celery executors, and 1.8.1/master.



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