Have a look at this: https://github.com/apache/incubator-airflow/pull/1509


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> On 30 mei 2016, at 14:03, Ryabchuk, Pavlo <[email protected]> wrote:
> 
> Hi all,
> 
> Maybe I am misusing airflow a bit, because I am using it as on demand 
> (triggered) complex data processing system, but still, the question is, what 
> are the actual parameters I should play around with in order to speedup 
> execution?
> I have around 250 Dummy tasks (which do nothing) in my DAG and running it 
> locally with celery executor takes around 1000 sec, which is pretty strange.  
> I've noticed that a single Dummy task takes some milliseconds. I've tried 
> playing around with celery concurrency, airflow executor parallelism and 
> heartbeat, but with almost no result... it's really strange, what am I doing 
> wrong :)
> 
> Best,
> Pavlo
> 
> 

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