It is 1.8.x specific in this case (for backfills). 

Sent from my iPhone

> On 7 Jun 2017, at 21:35, Russell Pierce <[email protected]> wrote:
> 
> Probably more of a configuration constellation issue than version specific
> or even an 'issue' per se. As noted, on restart the scheduler reschedules
> everything. I had a heavy SubDAG that when rescheduled could produce many
> extra tasks and a small fixed number of Celery workers. So, the scheduled
> tasks wouldn't be done by the time of the scheduler restart and then the
> scheduler would reschedule the SubDAG... debugging hilarity followed from
> there.
> 
>> On Wed, Jun 7, 2017, 10:57 AM Jason Chen <[email protected]> wrote:
>> 
>> I am using Airflow 1.7.1.3 with CeleryExecutor, but not run into this
>> issue.
>> I am wondering if this issue is only for 1.8.x ?
>> 
>> On Wed, Jun 7, 2017 at 8:34 AM, Russell Pierce <[email protected]
>>> 
>> wrote:
>> 
>>> Depending on how fast you can clear down your queue, -n can be harmful
>> and
>>> really stack up your celery queue. Keep an eye on your queue depth of you
>>> see a ton of messages about the task already having been run.
>>> 
>>> On Mon, Jun 5, 2017, 9:18 AM Josef Samanek <[email protected]>
>> wrote:
>>> 
>>>> Hey. Thanks for the answer. I previously also tried to run scheduler -n
>>>> 10, but it was back when I was still using LocalExecutor. And it did
>> not
>>>> help. I have not yet tried to do it with CeleryExecutor, so I might.
>>>> 
>>>> Still, I would prefer to find an actual solution for the underlying
>>>> problem, not just a workaround (eventhough a working workaround is also
>>>> appreciated).
>>>> 
>>>> Best regards,
>>>> Joe
>>>> 
>>>> On 2017-06-02 00:10 (+0200), Alex Guziel <[email protected].
>>> INVALID>
>>>> wrote:
>>>>> We've noticed this with celery, relating to this
>>>>> https://github.com/celery/celery/issues/3765
>>>>> 
>>>>> We also use `-n 5` option on the scheduler so it restarts every 5
>> runs,
>>>>> which will reset all queued tasks.
>>>>> 
>>>>> Best,
>>>>> Alex
>>>>> 
>>>>> On Thu, Jun 1, 2017 at 2:18 PM, Josef Samanek <
>> [email protected]
>>>> 
>>>>> wrote:
>>>>> 
>>>>>> Hi!
>>>>>> 
>>>>>> We have a problem with our airflow. Sometimes, several tasks get
>>> queued
>>>>>> but they never get run and remain in Queud state forever. Other
>> tasks
>>>> from
>>>>>> the same schedule interval run. And next schedule interval runs
>>>> normally
>>>>>> too. But these several tasks remain queued.
>>>>>> 
>>>>>> We are using Airflow 1.8.1. Currently with CeleryExecutor and
>> redis,
>>>> but
>>>>>> we had the same problem with LocalExecutor as well (actually
>>> switching
>>>> to
>>>>>> Celery helped quite a bit, the problem now happens way less often,
>>> but
>>>>>> still it happens). We have 18 DAGs total, 13 active. Some have just
>>> 1-2
>>>>>> tasks, but some are more complex, like 8 tasks or so and with
>>>> upstreams.
>>>>>> There are also ExternalTaskSensor tasks used.
>>>>>> 
>>>>>> I tried playing around with DAG configurations (limiting
>> concurrency,
>>>>>> max_active_runs, ...), tried switching off some DAGs completely
>> (not
>>>> all
>>>>>> but most) etc., so far nothing helped. Right now, I am not really
>>> sure,
>>>>>> what else to try to identify a solve the issue.
>>>>>> 
>>>>>> I am getting a bit desperate, so I would really appreciate any help
>>>> with
>>>>>> this. Thank you all in advance!
>>>>>> 
>>>>>> Joe
>>>>>> 
>>>>> 
>>>> 
>>> 
>> 

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