gevent threadpool does not work properly

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yulong cui

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Dec 1, 2020, 6:59:38 AM12/1/20
to gevent: coroutine-based Python network library
I'm writing a security vulnerability scanner framework using gevent. The main structure is multiprocess + multi thread + gevent.  It will dynamically load poc and spawn thread to run.

As the poc may import some libs that may be cpu intensive. so I decide to use gevent.threadpool to spawn thread and run poc in it. use gevent.Timeout to stop the poc that run too long.

And I found the following errors.

It seems gevent try to switch a different thread when doing some io task. 
I'm using python 3.8.2 and gevent 20.9.0. Can someone tell me why this happened and how to solve it.

Kevin Tewouda

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Dec 1, 2020, 6:13:30 PM12/1/20
to gev...@googlegroups.com
Hi Yulong,
you didn't print the error and it may be also good to write the general algorithm of what you are doing.

Best regards

Le mar. 1 déc. 2020 à 12:59, yulong cui <cuiyul...@gmail.com> a écrit :
I'm writing a security vulnerability scanner framework using gevent. The main structure is multiprocess + multi thread + gevent.  It will dynamically load poc and spawn thread to run.

As the poc may import some libs that may be cpu intensive. so I decide to use gevent.threadpool to spawn thread and run poc in it. use gevent.Timeout to stop the poc that run too long.

And I found the following errors.
<img 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Tewouda T. R. Kevin
Ingénieur informatique options génie logiciel et réseaux informatiques à 3IL
Titulaire d'un diplôme post master en télécoms à Télécoms Paris Tech
Développeur python à Gandi

Jason Madden

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Dec 1, 2020, 6:22:16 PM12/1/20
to gev...@googlegroups.com
Based on your picture[1], my guess is that you've created a socket in one thread and are then attempting to use it from a different thread. You can't do that. Most gevent objects are bound to the thread they are created in and can only be used in that thread. That includes sockets. (See https://github.com/gevent/gevent/issues/698)

To solve this, you'll probably need to create a redis connection in each thread. Or you could design your program to not do I/O in background threads.


[1] Please don't send pictures of text. Just include the actual text.
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