Building wheel for scikit-surprise (setup.py) ... error

Question

I am getting this error when trying to install surprise libary in python. Does anyone know how to solve it ?

Collecting surprise Using cached surprise-0.1-py2.py3-none-any.whl (1.8 kB) Collecting scikit-surprise Using cached scikit-surprise-1.1.1.tar.gz (11.8 MB) Preparing metadata (setup.py) ... done Requirement already satisfied: joblib>=0.11 in c:\users\patri\appdata\local\programs\python\python310\lib\site-packages (from scikit-surprise->surprise) (1.1.0) Requirement already satisfied: numpy>=1.11.2 in c:\users\patri\appdata\local\programs\python\python310\lib\site-packages (from scikit-surprise->surprise) (1.22.0) Requirement already satisfied: scipy>=1.0.0 in c:\users\patri\appdata\local\programs\python\python310\lib\site-packages (from scikit-surprise->surprise) (1.8.0) Requirement already satisfied: six>=1.10.0 in c:\users\patri\appdata\local\programs\python\python310\lib\site-packages (from scikit-surprise->surprise) (1.16.0) Building wheels for collected packages: scikit-surprise Building wheel for scikit-surprise (setup.py) ... error error: subprocess-exited-with-error

× python setup.py bdist_wheel did not run successfully. │ exit code: 1 ╰─> [75 lines of output] C:\Users\Patri\AppData\Local\Programs\Python\Python310\lib\site-packages\setuptools\dist.py:757: UserWarning: Usage of dash-separated 'description-file' will not be supported in future versions. Please use the underscore name 'description_file' instead warnings.warn( running bdist_wheel running build running build_py creating build creating build\lib.win-amd64-cpython-310 creating build\lib.win-amd64-cpython-310\surprise copying surprise\accuracy.py -> build\lib.win-amd64-cpython-310\surprise copying surprise\builtin_datasets.py -> build\lib.win-amd64-cpython-310\surprise copying surprise\dataset.py -> build\lib.win-amd64-cpython-310\surprise copying surprise\dump.py -> build\lib.win-amd64-cpython-310\surprise copying surprise\reader.py -> build\lib.win-amd64-cpython-310\surprise copying surprise\trainset.py -> build\lib.win-amd64-cpython-310\surprise copying surprise\utils.py -> build\lib.win-amd64-cpython-310\surprise copying surprise_init_.py -> build\lib.win-amd64-cpython-310\surprise copying surprise_main_.py -> build\lib.win-amd64-cpython-310\surprise creating build\lib.win-amd64-cpython-310\surprise\model_selection copying surprise\model_selection\search.py -> build\lib.win-amd64-cpython-310\surprise\model_selection copying surprise\model_selection\split.py -> build\lib.win-amd64-cpython-310\surprise\model_selection copying surprise\model_selection\validation.py -> build\lib.win-amd64-cpython-310\surprise\model_selection copying surprise\model_selection_init_.py -> build\lib.win-amd64-cpython-310\surprise\model_selection creating build\lib.win-amd64-cpython-310\surprise\prediction_algorithms copying surprise\prediction_algorithms\algo_base.py -> build\lib.win-amd64-cpython-310\surprise\prediction_algorithms copying surprise\prediction_algorithms\baseline_only.py -> build\lib.win-amd64-cpython-310\surprise\prediction_algorithms copying surprise\prediction_algorithms\knns.py -> build\lib.win-amd64-cpython-310\surprise\prediction_algorithms copying surprise\prediction_algorithms\predictions.py -> build\lib.win-amd64-cpython-310\surprise\prediction_algorithms copying surprise\prediction_algorithms\random_pred.py -> build\lib.win-amd64-cpython-310\surprise\prediction_algorithms copying surprise\prediction_algorithms_init_.py -> build\lib.win-amd64-cpython-310\surprise\prediction_algorithms running egg_info writing scikit_surprise.egg-info\PKG-INFO writing dependency_links to scikit_surprise.egg-info\dependency_links.txt writing entry points to scikit_surprise.egg-info\entry_points.txt writing requirements to scikit_surprise.egg-info\requires.txt writing top-level names to scikit_surprise.egg-info\top_level.txt reading manifest file 'scikit_surprise.egg-info\SOURCES.txt' reading manifest template 'MANIFEST.in' adding license file 'LICENSE.md' writing manifest file 'scikit_surprise.egg-info\SOURCES.txt' copying surprise\similarities.c -> build\lib.win-amd64-cpython-310\surprise copying surprise\similarities.pyx -> build\lib.win-amd64-cpython-310\surprise copying surprise\prediction_algorithms\co_clustering.c -> build\lib.win-amd64-cpython-310\surprise\prediction_algorithms copying surprise\prediction_algorithms\matrix_factorization.c -> build\lib.win-amd64-cpython-310\surprise\prediction_algorithms copying surprise\prediction_algorithms\optimize_baselines.c -> build\lib.win-amd64-cpython-310\surprise\prediction_algorithms copying surprise\prediction_algorithms\slope_one.c -> build\lib.win-amd64-cpython-310\surprise\prediction_algorithms copying surprise\prediction_algorithms\co_clustering.pyx -> build\lib.win-amd64-cpython-310\surprise\prediction_algorithms copying surprise\prediction_algorithms\matrix_factorization.pyx -> build\lib.win-amd64-cpython-310\surprise\prediction_algorithms copying surprise\prediction_algorithms\optimize_baselines.pyx -> build\lib.win-amd64-cpython-310\surprise\prediction_algorithms copying surprise\prediction_algorithms\slope_one.pyx -> build\lib.win-amd64-cpython-310\surprise\prediction_algorithms running build_ext building 'surprise.similarities' extension creating build\temp.win-amd64-cpython-310 creating build\temp.win-amd64-cpython-310\Release creating build\temp.win-amd64-cpython-310\Release\surprise "C:\Program Files (x86)\Microsoft Visual Studio\2019\BuildTools\VC\Tools\MSVC\14.29.30133\bin\HostX86\x64\cl.exe" /c /nologo /O2 /W3 /GL /DNDEBUG /MD -IC:\Users\Patri\AppData\Local\Programs\Python\Python310\lib\site-packages\numpy\core\include -IC:\Users\Patri\AppData\Local\Programs\Python\Python310\include -IC:\Users\Patri\AppData\Local\Programs\Python\Python310\Include "-IC:\Program Files (x86)\Microsoft Visual Studio\2019\BuildTools\VC\Tools\MSVC\14.29.30133\include" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.19041.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.19041.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.19041.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.19041.0\winrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.19041.0\cppwinrt" /Tcsurprise/similarities.c /Fobuild\temp.win-amd64-cpython-310\Release\surprise/similarities.obj similarities.c C:\Users\Patri\AppData\Local\Programs\Python\Python310\lib\site-packages\numpy\core\include\numpy\npy_1_7_deprecated_api.h(14) : Warning Msg: Using deprecated NumPy API, disable it with #define NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION "C:\Program Files (x86)\Microsoft Visual Studio\2019\BuildTools\VC\Tools\MSVC\14.29.30133\bin\HostX86\x64\link.exe" /nologo /INCREMENTAL:NO /LTCG /DLL /MANIFEST:EMBED,ID=2 /MANIFESTUAC:NO /LIBPATH:C:\Users\Patri\AppData\Local\Programs\Python\Python310\libs /LIBPATH:C:\Users\Patri\AppData\Local\Programs\Python\Python310 /LIBPATH:C:\Users\Patri\AppData\Local\Programs\Python\Python310\PCbuild\amd64 "/LIBPATH:C:\Program Files (x86)\Microsoft Visual Studio\2019\BuildTools\VC\Tools\MSVC\14.29.30133\lib\x64" "/LIBPATH:C:\Program Files (x86)\Windows Kits\10\lib\10.0.19041.0\ucrt\x64" "/LIBPATH:C:\Program Files (x86)\Windows Kits\10\lib\10.0.19041.0\um\x64" /EXPORT:PyInit_similarities build\temp.win-amd64-cpython-310\Release\surprise/similarities.obj /OUT:build\lib.win-amd64-cpython-310\surprise\similarities.cp310-win_amd64.pyd /IMPLIB:build\temp.win-amd64-cpython-310\Release\surprise\similarities.cp310-win_amd64.lib Creando biblioteca build\temp.win-amd64-cpython-310\Release\surprise\similarities.cp310-win_amd64.lib y objeto build\temp.win-amd64-cpython-310\Release\surprise\similarities.cp310-win_amd64.exp Generando c¢digo Generaci¢n de c¢digo finalizada building 'surprise.prediction_algorithms.matrix_factorization' extension creating build\temp.win-amd64-cpython-310\Release\surprise\prediction_algorithms "C:\Program Files (x86)\Microsoft Visual Studio\2019\BuildTools\VC\Tools\MSVC\14.29.30133\bin\HostX86\x64\cl.exe" /c /nologo /O2 /W3 /GL /DNDEBUG /MD -IC:\Users\Patri\AppData\Local\Programs\Python\Python310\lib\site-packages\numpy\core\include -IC:\Users\Patri\AppData\Local\Programs\Python\Python310\include -IC:\Users\Patri\AppData\Local\Programs\Python\Python310\Include "-IC:\Program Files (x86)\Microsoft Visual Studio\2019\BuildTools\VC\Tools\MSVC\14.29.30133\include" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.19041.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.19041.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.19041.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.19041.0\winrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.19041.0\cppwinrt" /Tcsurprise/prediction_algorithms/matrix_factorization.c /Fobuild\temp.win-amd64-cpython-310\Release\surprise/prediction_algorithms/matrix_factorization.obj matrix_factorization.c C:\Users\Patri\AppData\Local\Programs\Python\Python310\lib\site-packages\numpy\core\include\numpy\npy_1_7_deprecated_api.h(14) : Warning Msg: Using deprecated NumPy API, disable it with #define NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION surprise/prediction_algorithms/matrix_factorization.c(19777): warning C4013: '_PyGen_Send' sin definir; se supone que extern devuelve como resultado int surprise/prediction_algorithms/matrix_factorization.c(19777): warning C4047: '=': 'PyObject *' es distinto en los niveles de direccionamiento indirecto de 'int' surprise/prediction_algorithms/matrix_factorization.c(19782): warning C4047: '=': 'PyObject *' es distinto en los niveles de direccionamiento indirecto de 'int' surprise/prediction_algorithms/matrix_factorization.c(19866): warning C4047: '=': 'PyObject *' es distinto en los niveles de direccionamiento indirecto de 'int' "C:\Program Files (x86)\Microsoft Visual Studio\2019\BuildTools\VC\Tools\MSVC\14.29.30133\bin\HostX86\x64\link.exe" /nologo /INCREMENTAL:NO /LTCG /DLL /MANIFEST:EMBED,ID=2 /MANIFESTUAC:NO /LIBPATH:C:\Users\Patri\AppData\Local\Programs\Python\Python310\libs /LIBPATH:C:\Users\Patri\AppData\Local\Programs\Python\Python310 /LIBPATH:C:\Users\Patri\AppData\Local\Programs\Python\Python310\PCbuild\amd64 "/LIBPATH:C:\Program Files (x86)\Microsoft Visual Studio\2019\BuildTools\VC\Tools\MSVC\14.29.30133\lib\x64" "/LIBPATH:C:\Program Files (x86)\Windows Kits\10\lib\10.0.19041.0\ucrt\x64" "/LIBPATH:C:\Program Files (x86)\Windows Kits\10\lib\10.0.19041.0\um\x64" /EXPORT:PyInit_matrix_factorization build\temp.win-amd64-cpython-310\Release\surprise/prediction_algorithms/matrix_factorization.obj /OUT:build\lib.win-amd64-cpython-310\surprise\prediction_algorithms\matrix_factorization.cp310-win_amd64.pyd /IMPLIB:build\temp.win-amd64-cpython-310\Release\surprise/prediction_algorithms\matrix_factorization.cp310-win_amd64.lib Creando biblioteca build\temp.win-amd64-cpython-310\Release\surprise/prediction_algorithms\matrix_factorization.cp310-win_amd64.lib y objeto build\temp.win-amd64-cpython-310\Release\surprise/prediction_algorithms\matrix_factorization.cp310-win_amd64.exp matrix_factorization.obj : error LNK2001: s¡mbolo externo _PyGen_Send sin resolver build\lib.win-amd64-cpython-310\surprise\prediction_algorithms\matrix_factorization.cp310-win_amd64.pyd : fatal error LNK1120: 1 externos sin resolver error: command 'C:\Program Files (x86)\Microsoft Visual Studio\2019\BuildTools\VC\Tools\MSVC\14.29.30133\bin\HostX86\x64\link.exe' failed with exit code 1120 [end of output]

note: This error originates from a subprocess, and is likely not a problem with pip. ERROR: Failed building wheel for scikit-surprise Running setup.py clean for scikit-surprise Failed to build scikit-surprise Installing collected packages: scikit-surprise, surprise Running setup.py install for scikit-surprise ... error error: subprocess-exited-with-error

× Running setup.py install for scikit-surprise did not run successfully. │ exit code: 1 ╰─> [77 lines of output]