sagemath / sage-numerical-backends-gurobi

Gurobi mixed integer linear programming backend for SageMath. Source repository for https://pypi.org/project/sage-numerical-backends-gurobi/, can be installed on top of distributions providing SageMath. See also https://github.com/sagemath/sage-numerical-backends-cplex and https://github.com/sagemath/sage-numerical-backends-coin
GNU General Public License v2.0
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fatal error: 'gurobi_c.h' file not found #1

Closed dcoudert closed 4 years ago

dcoudert commented 4 years ago

I have an error when trying to install the gurobi backend that is now a separate optional package. I followed the instructions for installing the gurobi backend with sage 9.1.beta0 and macOS Mojave 10.14.6. I have gurobi 8.11 and gurobi.sh is in my path (so no need to set GUROBI_HOME). (note that I successfully installed the cplex backend).

confetti:sage dcoudert$ ./sage -python -m pip install sage-numerical-backends-gurobi
Collecting sage-numerical-backends-gurobi
  Downloading https://files.pythonhosted.org/packages/2c/5c/e1532bb6cde28cf86ebffd408ccb500d7b846bc29bbd1c5e479a2f18acb6/sage_numerical_backends_gurobi-9.0b12.tar.gz
Requirement already satisfied: sphinx in ./local/lib/python3.7/site-packages (from sage-numerical-backends-gurobi) (1.8.5)
Requirement already satisfied: six>=1.5 in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi) (1.12.0)
Requirement already satisfied: Jinja2>=2.3 in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi) (2.10)
Requirement already satisfied: Pygments>=2.0 in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi) (2.3.1)
Requirement already satisfied: docutils>=0.11 in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi) (0.14)
Requirement already satisfied: snowballstemmer>=1.1 in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi) (1.2.1)
Requirement already satisfied: babel!=2.0,>=1.3 in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi) (2.6.0)
Requirement already satisfied: alabaster<0.8,>=0.7 in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi) (0.7.12)
Requirement already satisfied: imagesize in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi) (1.1.0)
Requirement already satisfied: requests>=2.0.0 in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi) (2.13.0)
Requirement already satisfied: setuptools in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi) (40.6.3)
Requirement already satisfied: packaging in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi) (18.0)
Requirement already satisfied: sphinxcontrib-websupport in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi) (1.1.0)
Requirement already satisfied: MarkupSafe>=0.23 in ./local/lib/python3.7/site-packages (from Jinja2>=2.3->sphinx->sage-numerical-backends-gurobi) (1.1.0)
Requirement already satisfied: pytz>=0a in ./local/lib/python3.7/site-packages (from babel!=2.0,>=1.3->sphinx->sage-numerical-backends-gurobi) (2018.7)
Requirement already satisfied: pyparsing>=2.0.2 in ./local/lib/python3.7/site-packages (from packaging->sphinx->sage-numerical-backends-gurobi) (2.3.0)
Installing collected packages: sage-numerical-backends-gurobi
  Running setup.py install for sage-numerical-backends-gurobi ... error
    Complete output from command /Users/dcoudert/sage/local/bin/python3 -u -c "import setuptools, tokenize;__file__='/private/var/folders/l8/sxf193t11mvdyqq56f4w_6_80000gn/T/pip-install-t4k429rc/sage-numerical-backends-gurobi/setup.py';f=getattr(tokenize, 'open', open)(__file__);code=f.read().replace('\r\n', '\n');f.close();exec(compile(code, __file__, 'exec'))" install --record /private/var/folders/l8/sxf193t11mvdyqq56f4w_6_80000gn/T/pip-record-sk9om1cp/install-record.txt --single-version-externally-managed --compile:
    Using GUROBI_HOME obtained from gurobi.sh:
    GUROBI_HOME is not set, or it does not point to a directory with a Gurobi installation.  Trying to link against -lgurobi
    Checking whether HAVE_SAGE_CPYTHON_STRING...
    Checking whether HAVE_ADD_COL_UNTYPED_ARGS...
    Using compile_time_env: {'HAVE_SAGE_CPYTHON_STRING': True, 'HAVE_ADD_COL_UNTYPED_ARGS': True}
    running install
    running build
    running build_py
    creating build
    creating build/lib.macosx-10.9-x86_64-3.7
    creating build/lib.macosx-10.9-x86_64-3.7/sage_numerical_backends_gurobi
    copying sage_numerical_backends_gurobi/__init__.py -> build/lib.macosx-10.9-x86_64-3.7/sage_numerical_backends_gurobi
    copying sage_numerical_backends_gurobi/gurobi_backend.pxd -> build/lib.macosx-10.9-x86_64-3.7/sage_numerical_backends_gurobi
    running build_ext
    building 'sage_numerical_backends_gurobi.gurobi_backend' extension
    creating build/temp.macosx-10.9-x86_64-3.7
    creating build/temp.macosx-10.9-x86_64-3.7/sage_numerical_backends_gurobi
    clang -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wno-unused -I/Users/dcoudert/sage/local/lib/python3.7/site-packages/cysignals -I/Users/dcoudert/sage/local/lib/python3.7/site-packages/sage/cpython -I/Users/dcoudert/sage/local/include -I/Users/dcoudert/sage/local/lib/python3.7/site-packages -I/Users/dcoudert/sage/local/lib/python3.7/site-packages/sage/ext -I/Users/dcoudert/sage/local/include/python3.7m -I/Users/dcoudert/sage/local/lib/python3.7/site-packages/numpy/core/include -I/Users/dcoudert/sage/local/include/python3.7m -c sage_numerical_backends_gurobi/gurobi_backend.c -o build/temp.macosx-10.9-x86_64-3.7/sage_numerical_backends_gurobi/gurobi_backend.o
    sage_numerical_backends_gurobi/gurobi_backend.c:629:10: fatal error: 'gurobi_c.h' file not found
    #include "gurobi_c.h"
             ^~~~~~~~~~~~
    1 error generated.
    error: command 'clang' failed with exit status 1

    ----------------------------------------
Command "/Users/dcoudert/sage/local/bin/python3 -u -c "import setuptools, tokenize;__file__='/private/var/folders/l8/sxf193t11mvdyqq56f4w_6_80000gn/T/pip-install-t4k429rc/sage-numerical-backends-gurobi/setup.py';f=getattr(tokenize, 'open', open)(__file__);code=f.read().replace('\r\n', '\n');f.close();exec(compile(code, __file__, 'exec'))" install --record /private/var/folders/l8/sxf193t11mvdyqq56f4w_6_80000gn/T/pip-record-sk9om1cp/install-record.txt --single-version-externally-managed --compile" failed with error code 1 in /private/var/folders/l8/sxf193t11mvdyqq56f4w_6_80000gn/T/pip-install-t4k429rc/sage-numerical-backends-gurobi/
mkoeppe commented 4 years ago

Thanks for testing!

dcoudert commented 4 years ago

I can now install the backend, but it's not enough

confetti:sage dcoudert$ ./sage -python -m pip install git+https://github.com/mkoeppe/sage-numerical-backends-gurobi
Collecting git+https://github.com/mkoeppe/sage-numerical-backends-gurobi
  Cloning https://github.com/mkoeppe/sage-numerical-backends-gurobi to /private/var/folders/l8/sxf193t11mvdyqq56f4w_6_80000gn/T/pip-req-build-u600n7q_
Requirement already satisfied: sphinx in ./local/lib/python3.7/site-packages (from sage-numerical-backends-gurobi==9.0b12) (1.8.5)
Requirement already satisfied: six>=1.5 in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi==9.0b12) (1.12.0)
Requirement already satisfied: Jinja2>=2.3 in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi==9.0b12) (2.10)
Requirement already satisfied: Pygments>=2.0 in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi==9.0b12) (2.3.1)
Requirement already satisfied: docutils>=0.11 in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi==9.0b12) (0.14)
Requirement already satisfied: snowballstemmer>=1.1 in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi==9.0b12) (1.2.1)
Requirement already satisfied: babel!=2.0,>=1.3 in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi==9.0b12) (2.6.0)
Requirement already satisfied: alabaster<0.8,>=0.7 in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi==9.0b12) (0.7.12)
Requirement already satisfied: imagesize in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi==9.0b12) (1.1.0)
Requirement already satisfied: requests>=2.0.0 in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi==9.0b12) (2.13.0)
Requirement already satisfied: setuptools in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi==9.0b12) (40.6.3)
Requirement already satisfied: packaging in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi==9.0b12) (18.0)
Requirement already satisfied: sphinxcontrib-websupport in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi==9.0b12) (1.1.0)
Requirement already satisfied: MarkupSafe>=0.23 in ./local/lib/python3.7/site-packages (from Jinja2>=2.3->sphinx->sage-numerical-backends-gurobi==9.0b12) (1.1.0)
Requirement already satisfied: pytz>=0a in ./local/lib/python3.7/site-packages (from babel!=2.0,>=1.3->sphinx->sage-numerical-backends-gurobi==9.0b12) (2018.7)
Requirement already satisfied: pyparsing>=2.0.2 in ./local/lib/python3.7/site-packages (from packaging->sphinx->sage-numerical-backends-gurobi==9.0b12) (2.3.0)
Installing collected packages: sage-numerical-backends-gurobi
  Running setup.py install for sage-numerical-backends-gurobi ... done
Successfully installed sage-numerical-backends-gurobi-9.0b12
confetti:sage dcoudert$ ./sage
┌────────────────────────────────────────────────────────────────────┐
│ SageMath version 9.1.beta0, Release Date: 2020-01-10               │
│ Using Python 3.7.3. Type "help()" for help.                        │
└────────────────────────────────────────────────────────────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ Warning: this is a prerelease version, and it may be unstable.     ┃
┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┛
sage: G = graphs.PetersenGraph()
sage: G.maximum_average_degree(verbose=1,solver='gurobi')
---------------------------------------------------------------------------
ImportError                               Traceback (most recent call last)
<ipython-input-2-c7c52fcad74b> in <module>()
----> 1 G.maximum_average_degree(verbose=Integer(1),solver='gurobi')

/Users/dcoudert/sage/local/lib/python3.7/site-packages/sage/graphs/graph.py in maximum_average_degree(self, value_only, solver, verbose)
   4780         from sage.numerical.mip import MixedIntegerLinearProgram
   4781 
-> 4782         p = MixedIntegerLinearProgram(maximization=True, solver=solver)
   4783 
   4784         d = p.new_variable(nonnegative=True)

/Users/dcoudert/sage/local/lib/python3.7/site-packages/sage/numerical/mip.pyx in sage.numerical.mip.MixedIntegerLinearProgram.__init__ (build/cythonized/sage/numerical/mip.c:3937)()
    439         self._first_variable_names = list(names)
    440         from sage.numerical.backends.generic_backend import get_solver
--> 441         self._backend = get_solver(solver=solver,
    442                                    constraint_generation=constraint_generation,
    443                                    base_ring=base_ring)

/Users/dcoudert/sage/local/lib/python3.7/site-packages/sage/numerical/backends/generic_backend.pyx in sage.numerical.backends.generic_backend.get_solver (build/cythonized/sage/numerical/backends/generic_backend.c:20105)()
   1635         raise ValueError("'solver' should be set to 'GLPK', 'Coin', 'CPLEX', 'CVXOPT', 'Gurobi', 'PPL', 'InteractiveLP', a callable, or None.")
   1636 
-> 1637 cpdef GenericBackend get_solver(constraint_generation = False, solver = None, base_ring = None):
   1638     """
   1639     Return a solver according to the given preferences

/Users/dcoudert/sage/local/lib/python3.7/site-packages/sage/numerical/backends/generic_backend.pyx in sage.numerical.backends.generic_backend.get_solver (build/cythonized/sage/numerical/backends/generic_backend.c:19796)()
   1778 
   1779     elif solver == "Gurobi":
-> 1780         from sage_numerical_backends_gurobi.gurobi_backend import GurobiBackend
   1781         return GurobiBackend()
   1782 

ImportError: dlopen(/Users/dcoudert/sage/local/lib/python3.7/site-packages/sage_numerical_backends_gurobi/gurobi_backend.cpython-37m-darwin.so, 2): Library not loaded: libgurobi81_light.dylib
  Referenced from: /Users/dcoudert/sage/local/lib/python3.7/site-packages/sage_numerical_backends_gurobi/gurobi_backend.cpython-37m-darwin.so
  Reason: image not found
mkoeppe commented 4 years ago

I can now install the backend, but it's not enough

ImportError: dlopen(/Users/dcoudert/sage/local/lib/python3.7/site-packages/sage_numerical_backends_gurobi/gurobi_backend.cpython-37m-darwin.so, 2): Library not loaded: libgurobi81_light.dylib
  Referenced from: /Users/dcoudert/sage/local/lib/python3.7/site-packages/sage_numerical_backends_gurobi/gurobi_backend.cpython-37m-darwin.so
  Reason: image not found

Could you post the output of otool -l -L /Users/dcoudert/sage/local/lib/python3.7/site-packages/sage_numerical_backends_gurobi/gurobi_backend.cpython-37m-darwin.so?

dcoudert commented 4 years ago
confetti:sage dcoudert$ otool -l -L /Users/dcoudert/sage/local/lib/python3.7/site-packages/sage_numerical_backends_gurobi/gurobi_backend.cpython-37m-darwin.so
/Users/dcoudert/sage/local/lib/python3.7/site-packages/sage_numerical_backends_gurobi/gurobi_backend.cpython-37m-darwin.so:
    libgurobi81_light.dylib (compatibility version 8.1.0, current version 8.1.1)
    /Users/dcoudert/sage/local/lib/libpari-gmp.dylib (compatibility version 2.11.0, current version 2.11.2)
    /usr/lib/libSystem.B.dylib (compatibility version 1.0.0, current version 1252.250.1)
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mkoeppe commented 4 years ago

Looks like an install_name problem specific to 8.1.1. I'll try to find a fix.

mkoeppe commented 4 years ago

Gurobi 8.1.1 now works for me, using a84ad119686c4f021830ee3b762058e2553a7071 (in current master)

dcoudert commented 4 years ago

I tried to install again but I suspect I should either uninstall something or force installing something. What's the correct way to do that ?

confetti:sage dcoudert$ ./sage -python -m pip install git+https://github.com/mkoeppe/sage-numerical-backends-gurobi
Collecting git+https://github.com/mkoeppe/sage-numerical-backends-gurobi
  Cloning https://github.com/mkoeppe/sage-numerical-backends-gurobi to /private/var/folders/l8/sxf193t11mvdyqq56f4w_6_80000gn/T/pip-req-build-gz4bjl7_
Requirement already satisfied (use --upgrade to upgrade): sage-numerical-backends-gurobi==9.0b12 from git+https://github.com/mkoeppe/sage-numerical-backends-gurobi in ./local/lib/python3.7/site-packages
Requirement already satisfied: sphinx in ./local/lib/python3.7/site-packages (from sage-numerical-backends-gurobi==9.0b12) (1.8.5)
Requirement already satisfied: six>=1.5 in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi==9.0b12) (1.12.0)
Requirement already satisfied: Jinja2>=2.3 in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi==9.0b12) (2.10)
Requirement already satisfied: Pygments>=2.0 in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi==9.0b12) (2.3.1)
Requirement already satisfied: docutils>=0.11 in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi==9.0b12) (0.14)
Requirement already satisfied: snowballstemmer>=1.1 in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi==9.0b12) (1.2.1)
Requirement already satisfied: babel!=2.0,>=1.3 in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi==9.0b12) (2.6.0)
Requirement already satisfied: alabaster<0.8,>=0.7 in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi==9.0b12) (0.7.12)
Requirement already satisfied: imagesize in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi==9.0b12) (1.1.0)
Requirement already satisfied: requests>=2.0.0 in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi==9.0b12) (2.13.0)
Requirement already satisfied: setuptools in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi==9.0b12) (40.6.3)
Requirement already satisfied: packaging in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi==9.0b12) (18.0)
Requirement already satisfied: sphinxcontrib-websupport in ./local/lib/python3.7/site-packages (from sphinx->sage-numerical-backends-gurobi==9.0b12) (1.1.0)
Requirement already satisfied: MarkupSafe>=0.23 in ./local/lib/python3.7/site-packages (from Jinja2>=2.3->sphinx->sage-numerical-backends-gurobi==9.0b12) (1.1.0)
Requirement already satisfied: pytz>=0a in ./local/lib/python3.7/site-packages (from babel!=2.0,>=1.3->sphinx->sage-numerical-backends-gurobi==9.0b12) (2018.7)
Requirement already satisfied: pyparsing>=2.0.2 in ./local/lib/python3.7/site-packages (from packaging->sphinx->sage-numerical-backends-gurobi==9.0b12) (2.3.0)
mkoeppe commented 4 years ago

Try ./sage -python -m pip install --force-reinstall git+https://github.com/mkoeppe/sage-numerical-backends-gurobi

dcoudert commented 4 years ago

Working ! Thank you.

mkoeppe commented 4 years ago

Great, thanks for testing!