Reputation: 1811

`pip install pmdarima` fails due to missing Numpy even though Numpy exists

Problem

pip install pmdarima failed due to ModuleNotFoundError: No module named 'numpy' even though another part of the log says Requirement already satisfied: numpy>=1.21.2 in c:\users\my.name\code\prediction\.venv\lib\site-packages (from pmdarima) (1.26.0).

I tried (1) reinstalling Numpy and (2) running pip install -I pmdarima --no-cache-dir --force-reinstall, but the result was the same.

I don't understand why this happen and how to solve this issue.

Environment

Windows 11 (I used Power Shell)
Python 3.12.0 (I downloaded Python from Microsoft Store)
Numpy 1.26.0

Error message

(.venv) PS C:\Users\my.name\code\prediction> pip install pmdarima    
Collecting pmdarima
  Using cached pmdarima-2.0.3.tar.gz (630 kB)
  Installing build dependencies ... done
  Getting requirements to build wheel ... done
  Preparing metadata (pyproject.toml) ... done
Requirement already satisfied: joblib>=0.11 in c:\users\my.name\code\prediction\.venv\lib\site-packages (from pmdarima) (1.3.2)
Collecting Cython!=0.29.18,!=0.29.31,>=0.29 (from pmdarima)
  Obtaining dependency information for Cython!=0.29.18,!=0.29.31,>=0.29 from https://files.pythonhosted.org/packages/f0/a7/42116e4be098b5ae75669b76ad62216e2f67c5a9b8f87d6aa2b99bc9f9d7/Cython-3.0.3-cp312-cp312-win_amd64.whl.metadata
  Using cached Cython-3.0.3-cp312-cp312-win_amd64.whl.metadata (3.2 kB)
Requirement already satisfied: numpy>=1.21.2 in c:\users\my.name\code\prediction\.venv\lib\site-packages (from pmdarima) (1.26.0)
Requirement already satisfied: pandas>=0.19 in c:\users\my.name\code\prediction\.venv\lib\site-packages (from pmdarima) (2.1.1)
Requirement already satisfied: scikit-learn>=0.22 in c:\users\my.name\code\prediction\.venv\lib\site-packages (from pmdarima) (1.3.1)
Requirement already satisfied: scipy>=1.3.2 in c:\users\my.name\code\prediction\.venv\lib\site-packages (from pmdarima) (1.11.3)
Collecting statsmodels>=0.13.2 (from pmdarima)
  Obtaining dependency information for statsmodels>=0.13.2 from https://files.pythonhosted.org/packages/a5/59/a4c19b49684ca2a469d7cd1a5682950e327c95c68e13aeea15533e576a8e/statsmodels-0.14.0-cp312-cp312-win_amd64.whl.metadata
  Using cached statsmodels-0.14.0-cp312-cp312-win_amd64.whl.metadata (9.3 kB)
Requirement already satisfied: urllib3 in c:\users\my.name\code\prediction\.venv\lib\site-packages (from pmdarima) (2.0.6)
Collecting setuptools!=50.0.0,>=38.6.0 (from pmdarima)
  Obtaining dependency information for setuptools!=50.0.0,>=38.6.0 from https://files.pythonhosted.org/packages/bb/26/7945080113158354380a12ce26873dd6c1ebd88d47f5bc24e2c5bb38c16a/setuptools-68.2.2-py3-none-any.whl.metadata
  Using cached setuptools-68.2.2-py3-none-any.whl.metadata (6.3 kB)
Requirement already satisfied: python-dateutil>=2.8.2 in c:\users\my.name\code\prediction\.venv\lib\site-packages (from pandas>=0.19->pmdarima) (2.8.2)
Requirement already satisfied: pytz>=2020.1 in c:\users\my.name\code\prediction\.venv\lib\site-packages (from pandas>=0.19->pmdarima) (2023.3.post1)     
Requirement already satisfied: tzdata>=2022.1 in c:\users\my.name\code\prediction\.venv\lib\site-packages (from pandas>=0.19->pmdarima) (2023.3)
Requirement already satisfied: threadpoolctl>=2.0.0 in c:\users\my.name\code\prediction\.venv\lib\site-packages (from scikit-learn>=0.22->pmdarima) (3.2.0)
Collecting patsy>=0.5.2 (from statsmodels>=0.13.2->pmdarima)
  Using cached patsy-0.5.3-py2.py3-none-any.whl (233 kB)
Requirement already satisfied: packaging>=21.3 in c:\users\my.name\code\prediction\.venv\lib\site-packages (from statsmodels>=0.13.2->pmdarima) (23.2)   
Requirement already satisfied: six in c:\users\my.name\code\prediction\.venv\lib\site-packages (from patsy>=0.5.2->statsmodels>=0.13.2->pmdarima) (1.16.0)
Using cached Cython-3.0.3-cp312-cp312-win_amd64.whl (2.8 MB)
Using cached setuptools-68.2.2-py3-none-any.whl (807 kB)
Using cached statsmodels-0.14.0-cp312-cp312-win_amd64.whl (9.1 MB)
Building wheels for collected packages: pmdarima
  Building wheel for pmdarima (pyproject.toml) ... error
  error: subprocess-exited-with-error

  × Building wheel for pmdarima (pyproject.toml) did not run successfully.
  │ exit code: 1
  ╰─> [38 lines of output]
      <string>:15: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html
      Partial import of pmdarima during the build process.

      Traceback (most recent call last):
        File "<string>", line 190, in check_package_status
        File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.12_3.12.240.0_x64__qbz5n2kfra8p0\Lib\importlib\__init__.py", line 90, in import_module
          return _bootstrap._gcd_import(name[level:], package, level)
                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
        File "<frozen importlib._bootstrap>", line 1381, in _gcd_import
        File "<frozen importlib._bootstrap>", line 1354, in _find_and_load
        File "<frozen importlib._bootstrap>", line 1318, in _find_and_load_unlocked
      ModuleNotFoundError: No module named 'numpy'
      Requirements: ['joblib>=0.11\nCython>=0.29,!=0.29.18,!=0.29.31\nnumpy>=1.21.2\npandas>=0.19\nscikit-learn>=0.22\nscipy>=1.3.2\nstatsmodels>=0.13.2\nurllib3\nsetuptools>=38.6.0,!=50.0.0\n']
      Adding extra setuptools args
      Traceback (most recent call last):
        File "C:\Users\my.name\code\prediction\.venv\Lib\site-packages\pip\_vendor\pyproject_hooks\_in_process\_in_process.py", line 353, in <module>    
          main()
        File "C:\Users\my.name\code\prediction\.venv\Lib\site-packages\pip\_vendor\pyproject_hooks\_in_process\_in_process.py", line 335, in main        
          json_out['return_val'] = hook(**hook_input['kwargs'])
                                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
        File "C:\Users\my.name\code\prediction\.venv\Lib\site-packages\pip\_vendor\pyproject_hooks\_in_process\_in_process.py", line 251, in build_wheel 
          return _build_backend().build_wheel(wheel_directory, config_settings,
                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
        File "C:\Users\my.name\AppData\Local\Temp\pip-build-env-yz_r_c0e\overlay\Lib\site-packages\setuptools\build_meta.py", line 434, in build_wheel
          return self._build_with_temp_dir(
                 ^^^^^^^^^^^^^^^^^^^^^^^^^^
        File "C:\Users\my.name\AppData\Local\Temp\pip-build-env-yz_r_c0e\overlay\Lib\site-packages\setuptools\build_meta.py", line 419, in _build_with_temp_dir
          self.run_setup()
        File "C:\Users\my.name\AppData\Local\Temp\pip-build-env-yz_r_c0e\overlay\Lib\site-packages\setuptools\build_meta.py", line 507, in run_setup
          super(_BuildMetaLegacyBackend, self).run_setup(setup_script=setup_script)
        File "C:\Users\my.name\AppData\Local\Temp\pip-build-env-yz_r_c0e\overlay\Lib\site-packages\setuptools\build_meta.py", line 341, in run_setup
          exec(code, locals())
        File "<string>", line 340, in <module>
        File "<string>", line 327, in do_setup
        File "<string>", line 210, in check_package_status
      ImportError: numpy is not installed.
      pmdarima requires numpy >= 1.16.

      [end of output]

  note: This error originates from a subprocess, and is likely not a problem with pip.
  ERROR: Failed building wheel for pmdarima
Failed to build pmdarima
ERROR: Could not build wheels for pmdarima, which is required to install pyproject.toml-based projects

Upvotes: 1

Answers (2)

Gokul Krishnan

Reputation: 1

I encountered same problem, Python 3.12.4 and I try to install package pandas and pmdarima

The version was not compatible. The solution is to use another version: pandas>=2.1.1 , pmdarima>=1.8.5

Successfully installed Cython-3.0.11 Django-4.2.16 asgiref-3.8.1 et-xmlfile-2.0.0 joblib-1.4.2 numpy-1.26.4 openpyxl-3.1.5 packaging-24.2 pandas-2.2.3 patsy-1.0.1 pmdarima-2.0.4 python-dateutil-2.9.0.post0 pytz-2024.2 scikit-learn-1.5.2 scipy-1.14.1 setuptools-75.6.0 six-1.16.0 sqlparse-0.5.2 statsmodels-0.14.4 threadpoolctl-3.5.0 tzdata-2024.2 urllib3-2.2.3

Upvotes: 0

dmjy