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Editorial Team
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Editorial Team
Asked: June 10, 20262026-06-10T02:15:32+00:00 2026-06-10T02:15:32+00:00

Tornado is non-blocking webserver. However, all of the operations are run in a single

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Tornado is non-blocking webserver.

However, all of the operations are run in a single thread.
How does it stay non-blocking if it is handled by single thread?

If there is a long operation, will it block new coming request?

Is downloading a large file from Tornado a long blocking process?

Please kindly correct me if my understanding is not accurate.

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  1. Editorial Team
    Editorial Team
    2026-06-10T02:15:33+00:00Added an answer on June 10, 2026 at 2:15 am

    If there is a long operation, will it block new coming request?

    Yes. No. It depends.

    Anything which happens inside Tornado itself blocks. So if you do “time.sleep(10)” or do a computationally intensive operation, it will block.

    What Tornado (and Twisted, and node.js) can do well is request data from another service (like Amazon, or Facebook, or a subprocess, or a database with an async library) then serve other requests while it’s waiting for a reply. See http://www.tornadoweb.org/documentation/overview.html#non-blocking-asynchronous-requests

    To do this, you need the server in front to be async too (so Nginx, not Apache).

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