saLeox opened a new issue, #19816:
URL: https://github.com/apache/superset/issues/19816

   It's known that the Redis cache is already applied in query for 
query_context and viz, but there is a situation that makes it doesn’t work 
well, that’s when multi concurrent query requests to one dashboard or chart, 
come in at the same time, from different users. It will cause duplicated query 
request to our query engine, because the cache is not ready yet. As a result, 
it brings burden to cluster and waste resources.
   
   Since the superset is natively distributed, and the async task is supposed 
to run in multiple celery works, we come up with an assumption that, maybe the 
distributed lock can help, which should be acquired before cache retrieve and 
released after query complete, to make the queries with the same cache key 
execute in a serial way, instead of a concurrent way.
   
   ### Checklist
   
   Make sure to follow these steps before submitting your issue - thank you!
   
   - [x] I have checked the superset logs for python stacktraces and included 
it here as text if there are any.
   - [x] I have reproduced the issue with at least the latest released version 
of superset.
   - [x] I have checked the issue tracker for the same issue and I haven't 
found one similar.
   


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