BNLikelihood

[kkatsano]

Environment details

If you are already running SDMetrics, please indicate the following details about the environment in which you are running it:

• SDMetrics version:0.15.1
• Python version:3.10.14
• Operating System:Ubuntu

Problem description

I've tried to use BNLikelihood but cannot get it to work even with the installed pomegranate package

What I already tried

at first I installed the latest version of pomegranate 1.1.0 which failed importing BayesianNetwork as in the latest pomegranate version it is stored under bayesian_network.BayesianNetwork. I tried to downgrade pomegranate to versions 0.14.4 and 0.14.2 but got an istallation error

pip install pomegranate==0.14.4
Traceback (most recent call last):
        File "/home/kkatsano/DS/evaluation/evaluation10/lib/python3.10/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 353, in <module>
          main()
        File "/home/kkatsano/DS/evaluation/evaluation10/lib/python3.10/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 335, in main
          json_out['return_val'] = hook(**hook_input['kwargs'])
        File "/home/kkatsano/DS/evaluation/evaluation10/lib/python3.10/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 118, in get_requires_for_build_wheel
          return hook(config_settings)
        File "/tmp/pip-build-env-p3eg1msr/overlay/lib/python3.10/site-packages/setuptools/build_meta.py", line 332, in get_requires_for_build_wheel
          return self._get_build_requires(config_settings, requirements=[])
        File "/tmp/pip-build-env-p3eg1msr/overlay/lib/python3.10/site-packages/setuptools/build_meta.py", line 302, in _get_build_requires
          self.run_setup()
        File "/tmp/pip-build-env-p3eg1msr/overlay/lib/python3.10/site-packages/setuptools/build_meta.py", line 503, in run_setup
          super().run_setup(setup_script=setup_script)
        File "/tmp/pip-build-env-p3eg1msr/overlay/lib/python3.10/site-packages/setuptools/build_meta.py", line 318, in run_setup
          exec(code, locals())
        File "<string>", line 61, in <module>
        File "/tmp/pip-build-env-p3eg1msr/overlay/lib/python3.10/site-packages/Cython/Build/Dependencies.py", line 1154, in cythonize
          cythonize_one(*args)
        File "/tmp/pip-build-env-p3eg1msr/overlay/lib/python3.10/site-packages/Cython/Build/Dependencies.py", line 1321, in cythonize_one
          raise CompileError(None, pyx_file)
      Cython.Compiler.Errors.CompileError: pomegranate/utils.pyx
      [end of output]