you *should* have one different db for each environment. Each scheduler 
tied to the same db will process incoming tasks, and it doesn't matter what 
app effectively pushes them.
This is good if you want to have a single scheduler (which can be composed 
by several workers) serving many apps, but *generally* you don't want to 
*merge* prod and beta apps.

The is_ticker bit is fine: only one worker tied to a db is elegible to be a 
ticker, which is the one process than manages asssigning tasks (to itself 
AND to other available workers).
Locking, once in a while, can happen and is self-healed. Continuous locking 
is not good: either you have too many workers tied to the db OR your db 
isn't processing concurrency at the rate that it needs. 
SQLite can handle at most 2 or 3 workers. All the other "solid" backends 
can manage up to 10, 15 at most.
If you wanna go higher, you need to turn to the redis-backed scheduler.

On Tuesday, January 24, 2017 at 10:59:31 PM UTC+1, Jason Solack wrote:
>
> Hello all, 
>
> I'm having some re-occurring issue with the scheduler.  We are currently 
> running multiple environments (production, beta) and have several nodes in 
> each environment.  If we have scheduler services running on all machines on 
> each node we get a lot of deadlock errors.  If we drop each environment 
> down to one node we get no deadlock errors.  I am noticing the field 
> "is_ticker" in the worker table will only have one ticker across all the 
> workers (spanning environments).  Is that the expected behavior?  I don't 
> see any documentation about the ticker field so i'm not sure what to expect 
> from that.
>
> Also is there any best practices about running the scheduler in an 
> environment that i've described?  
>
> Thanks in advance
>
> Jason
>

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