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Home/ Questions/Q 8551599
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Editorial Team
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Editorial Team
Asked: June 11, 20262026-06-11T14:13:51+00:00 2026-06-11T14:13:51+00:00

Scenario: User loads a page, image is being generated, show loading bar, notification event

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Scenario: User loads a page, image is being generated, show loading bar, notification event sent to browser.

I am using python code to generate the image. Would it be ideal to have a web server that launches the script or embed a webserver code into the python script? Once the image is finished rendering, the client should receive a message saying it’s successful and display the image.

How can this be architected to support concurrent users as well? Would simply launching the python script for each new user that navigates to the web page suffice?

Would it be overkill to have real-time web application for this scenario? Trying to decide whether simple jQuery AJAX will suffice or Socket.io should be used to have a persistent connection between server and client.

Any libraries out there that fit my needs?

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  1. Editorial Team
    Editorial Team
    2026-06-11T14:13:52+00:00Added an answer on June 11, 2026 at 2:13 pm

    I would recommend not spawning a new child for every request, but rather using some task queue management tool, for example I can reccomend celery.

    You could for example run a threaded python webserver which would spawn one task for each request. Each client could then ask periodically (javascript/jquery) if the task is finished, and if so, server would return proper image address. Also, celery has web-callbacks which could be used in this case. (I think, I have not used this feature myself).

    I would not lose time with writing some ad-hoc solution, since this is simple, easy to deploy, well documented and scales very well.

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