Python 3.13.3 fails to build wheel - `surprise/prediction_algorithms/co_clustering.pyx:157:45: Invalid type.`

[khteh]

$ pipenv run pip install scikit-surprise
Collecting scikit-surprise
  Downloading scikit_surprise-1.1.4.tar.gz (154 kB)
  Installing build dependencies ... done
  Getting requirements to build wheel ... error
  error: subprocess-exited-with-error
  
  × Getting requirements to build wheel did not run successfully.
  │ exit code: 1
  ╰─> [45 lines of output]
      
      Error compiling Cython file:
      ------------------------------------------------------------
      ...
              self.avg_cltr_i = avg_cltr_i
              self.avg_cocltr = avg_cocltr
      
              return self
      
          def compute_averages(self, np.ndarray[np.int_t] cltr_u,
                                                   ^
      ------------------------------------------------------------
      
      surprise/prediction_algorithms/co_clustering.pyx:157:45: Invalid type.
      Compiling surprise/similarities.pyx because it changed.
      Compiling surprise/prediction_algorithms/matrix_factorization.pyx because it changed.
      Compiling surprise/prediction_algorithms/optimize_baselines.pyx because it changed.
      Compiling surprise/prediction_algorithms/slope_one.pyx because it changed.
      Compiling surprise/prediction_algorithms/co_clustering.pyx because it changed.
      [1/5] Cythonizing surprise/prediction_algorithms/co_clustering.pyx
      Traceback (most recent call last):
        File "/home/khteh/.local/share/virtualenvs/pAIthon-GaqEDHQT/lib/python3.13/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 389, in <module>
          main()
          ~~~~^^
        File "/home/khteh/.local/share/virtualenvs/pAIthon-GaqEDHQT/lib/python3.13/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 373, in main
          json_out["return_val"] = hook(**hook_input["kwargs"])
                                   ~~~~^^^^^^^^^^^^^^^^^^^^^^^^
        File "/home/khteh/.local/share/virtualenvs/pAIthon-GaqEDHQT/lib/python3.13/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 143, in get_requires_for_build_wheel
          return hook(config_settings)
        File "/tmp/pip-build-env-vsfd4x9u/overlay/lib/python3.13/site-packages/setuptools/build_meta.py", line 331, in get_requires_for_build_wheel
          return self._get_build_requires(config_settings, requirements=[])
                 ~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
        File "/tmp/pip-build-env-vsfd4x9u/overlay/lib/python3.13/site-packages/setuptools/build_meta.py", line 301, in _get_build_requires
          self.run_setup()
          ~~~~~~~~~~~~~~^^
        File "/tmp/pip-build-env-vsfd4x9u/overlay/lib/python3.13/site-packages/setuptools/build_meta.py", line 317, in run_setup
          exec(code, locals())
          ~~~~^^^^^^^^^^^^^^^^
        File "<string>", line 116, in <module>
        File "/tmp/pip-build-env-vsfd4x9u/overlay/lib/python3.13/site-packages/Cython/Build/Dependencies.py", line 1154, in cythonize
          cythonize_one(*args)
          ~~~~~~~~~~~~~^^^^^^^
        File "/tmp/pip-build-env-vsfd4x9u/overlay/lib/python3.13/site-packages/Cython/Build/Dependencies.py", line 1321, in cythonize_one
          raise CompileError(None, pyx_file)
      Cython.Compiler.Errors.CompileError: surprise/prediction_algorithms/co_clustering.pyx
      [end of output]
  
  note: This error originates from a subprocess, and is likely not a problem with pip.
error: subprocess-exited-with-error

× Getting requirements to build wheel did not run successfully.
│ exit code: 1
╰─> See above for output.

note: This error originates from a subprocess, and is likely not a problem with pip.

[j9988]

Same issue, tried with both Python 3.8.2 and 3.13.3.

[josh-sharp]

Pinning scikit-surprise to 1.1.3 has fixed this for me in Python 3.8.10

[khteh]

When will this library be upgraded to Python 3.13? Looks like this repo is not actively maintained.