Gurobi with Django on uwsgi on Ubuntu

回答済み

Mike Pham

2020年06月07日 15:48 編集済み

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I have a Django web app that uses Gurobi. I deploy my app on an Ubuntu server running uwsgi with nginx. My app has a virtual environment. So to install Gurobi, I activated the environment and cd to the Gurobi installation directory and run python setup.py install and it seemed like Gurobi was installed successfully to my virtual environment (I could run "from gurobipy import *" in the python shell). However, when I run the app using uwsgi, I get an error saying 

Import error: libgurobi90.so: cannot open shared object file: No such file or directory

I thought that the environment variables (i.e. PATH, LD_LIBRARY_PATH and GUROBI_HOME) were somehow not set up correctly, but when I put a debugging print in, the environment variables seemed correctly set up.

This is the code for the debugging print before the Gurobi import statement

import os
import pprint
pprint.pprint(dict(os.environ))

from gurobipy import *

and this is what I'm getting back

{   'DJANGO_SETTINGS_MODULE': 'app.settings',
    'GUROBI_HOME': '/opt/gurobi902/linux64',
    'LD_LIBRARY_PATH': '/opt/gurobi902/linux64/lib',
    'PATH': '/other/paths:/opt/gurobi902/linux64/bin',
    'TZ': 'Australia/Brisbane',
    'UWSGI_ORIGINAL_PROC_NAME': '/path/to/venv/bin/uwsgi',
    'UWSGI_RELOADS': '0'}

Traceback (most recent call last):
...
ImportError: libgurobi90.so: cannot open shared object file: No such file or directory

So I think the environment variables are already correctly setup? For people who know more about uwsgi, this is how I'm setting up the environment variables in my uwsgi configuration file

[uwsgi]
...
env = GUROBI_HOME=/opt/gurobi902/linux64
env = PATH=$(PATH):/opt/gurobi902/linux64/bin
env = LD_LIBRARY_PATH=/opt/gurobi902/linux64/lib

What might be the cause of the ImportError?

Also please feel free to reply below if you think this question is lacking information.

Thanks all.

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• 正式なコメント

  

  Simranjit Kaur

  • Gurobi Staff

  2025年06月23日 03:12 編集済み

  This post is more than three years old. Some information may not be up to date. For current information, please check the Gurobi Documentation or Knowledge Base. If you need more help, please create a new post in the community forum. Or why not try our AI Gurobot?.
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  Greg Glockner

  • Gurobi Staff

  2020年06月08日 17:47

  Basically, wherever the Django code runs, it needs to see the shared library file libgurobi90.so. To do this with the LD_LIBRARY_PATH variable, you will need to set this as an environment variable so that Linux can access the shared library.

  That said, if you have sudo privileges to this computer, it might be easier just to put the shared library into /usr/local/lib, e.g.:

  sudo ln -s $GUROBI_HOME/lib/libgurobi90.so /usr/local/lib && sudo ldconfig

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