If it is a minor quick running script that does something simple it should be 
okay. It is just having long running processes would be more concerned about.

> On 11 Aug 2020, at 3:18 pm, Paul Royik <[email protected]> wrote:
> 
> You are absolutely correct. Need to change the architecture.
> One more question. I also use subprocess.check_output from django. Is it also 
> bad idea? I'm trying to run a script (non-python) and get it output.
> 
> On Tuesday, August 11, 2020 at 1:55:51 AM UTC+3, Graham Dumpleton wrote:
> Personally I would be concerned about the architecture you are using if you 
> have long running tasks like you describe. It is not usually a good idea to 
> use 'multiprocessing.Process' to create sub processes directly from a web 
> server process to perform work. A better architecture would be to off load 
> the work into a queue using something like Celery and have the separate job 
> processing system pull the jobs from the queue and process them. You would 
> also be better off to model the interaction from the front end as queueing 
> the job and immediately responding with an acknowledgement to say is queued. 
> The front end can then start polling periodically to see if the job has 
> finished, and when it has it would get the response back. The front end can 
> then display the data or save it locally as needed.
> 
> This model avoids the problem of requests being parked doing nothing for a 
> long time, which with your server configuration is going to be hugely 
> expensive on memory and not scale very well because of limitations of using 
> WSGI process/threading model. You might even consider not using a WSGI 
> application at all. Instead, use an async web application paired with Celery 
> for execution of the jobs. Using an async web application means you can 
> handle as many parked requests as you want and they can quite happily sit 
> there waiting for Celery to finish the job and don't need to use polling. 
> Only thing am not sure about in that is what async clients there are for 
> Celery.
> 
> Graham
> 
>> On 10 Aug 2020, at 9:09 pm, Paul Royik <distan...@ <>gmail.com 
>> <http://gmail.com/>> wrote:
>> 
>> My django app makes heavy calculations which can be infinite.
>> That's why, when user enters the site, i.e. makes a request, heavy 
>> calculations are wrapped into multiprocessing.Process which runs at most 7 
>> seconds.
>> I can't use threads, because third-party packages are not thread-safe.
>> 
>> So, I have around 30 concurrent requests per second. If each request can 
>> take up to 7 seconds, then it is 30*7=210 concurrent requests in the worst 
>> case.
>> Each of these concurrent requests opens  multiprocessing.Process, which 
>> gives (I guess) 210*2=420 (close to 500) concurrent requests in the worst 
>> case.
>> That' how I got 500 requests. Possibly, my calculations are incorrect.
>> 
>> Average page load time (average response times) is 10 seconds. 
>> 
>> I use MPM worker.
>> 
>> I set WSGIProcessGroup
>> 
>> StartServers 100
>> ServerLimit 500
>> 
>> ThreadsPerChild 1
>> ThreadLimit 1
>> 
>> MaxRequestWorkers 500
>> MaxConnectionsPerChild 10000
>> 
>> WSGIApplicationGroup %{GLOBAL}
>> WSGIDaemonProcess django_app processes=75 threads=1 python-path='...' 
>> maximum-requests=10000 request-timeout=20
>> WSGIProcessGroup django_app
>> WSGIRestrictEmbedded On
>> WSGILazyInitialization On
>> 
>> 
>> On Monday, August 10, 2020 at 1:12:30 PM UTC+3, Graham Dumpleton wrote:
>> What sort of application are you running?
>> 
>> What is your average response times?
>> 
>> Do you have long running requests, if yes, how long?
>> 
>> What Apache MPM are you actually using?
>> 
>> My initial impression is that is a quite poor configuration which is only 
>> going to chew up huge amounts of memory for no good reason, but I don't know 
>> your application requirements.
>> 
>> Also, are you even setting WSGIProcessGroup?  If it isn't set it makes the 
>> whole daemon process configuration moot as it isn't even being used.
>> 
>>> On 10 Aug 2020, at 7:24 pm, Paul Royik <distan...@ <>gmail.com 
>>> <http://gmail.com/>> wrote:
>>> 
>>> StartServers 50
>>> ServerLimit 200
>>> 
>>> ThreadsPerChild 1
>>> ThreadLimit 1
>>> 
>>> MaxRequestWorkers 200
>>> MaxConnectionsPerChild 10000
>>> 
>>> WSGIApplicationGroup %{GLOBAL}
>>> WSGIDaemonProcess process processes=75 threads=1
>>> 
>>> 
>>> Is it enough? Or can it handle only 75 concurrent requests? I don't know 
>>> how to synchronize apache and mod_wsgi settings. 
>>> 
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