airflow-commits mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From "David Stuck (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (AIRFLOW-1296) DAGs using operators involving cascading skipped tasks fail prematurely
Date Sat, 20 Jan 2018 00:57:00 GMT

    [ https://issues.apache.org/jira/browse/AIRFLOW-1296?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16333074#comment-16333074
] 

David Stuck commented on AIRFLOW-1296:
--------------------------------------

I'm running into an issue where skipped states are not propagating when there are multiple
branching operators. Here's an example that fails for me in 1.8.2: [https://gist.github.com/dstuck/b6f750d0f8f3556b98e04c407a4cb166]

It appears to be a race condition with marking deadlock; removing the deadlock code or just
adding extra dummy nodes after the BRANCH_O operator in the gist above allow the SKIPPED
state to propagate and the dag succeeds.

Note that Tylar's proposed solution of recursively marking states as SKIPPED is not acceptable
since a skipped branch can be upstream from operators that still need to run like in the
example listed [here|[https://airflow.apache.org/concepts.html#branching].] To handle this
properly I think you only want to skip tasks when all their upstream tasks are skipped.

> 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.



--
This message was sent by Atlassian JIRA
(v7.6.3#76005)

Mime
View raw message