search

alkaline-ml / pmdarima

A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
https://www.alkaline-ml.com/pmdarima
MIT License
1.55k stars 228 forks source link

Cannot install package pmdarima through pip #562

Closed pcpankaj closed 9 months ago

pcpankaj commented 9 months ago

Describe the bug

Cannot install pmdarima through pip with numpy version 1.26

To Reproduce

pip install pmdarima

Python version 3.12.0 numpy 1.26

Versions

Windows-11-10.0.22621-SP0
Python 3.12.0 (tags/v3.12.0:0fb18b0, Oct  2 2023, 13:03:39) [MSC v.1935 64 bit (AMD64)]
NumPy 1.26.1
SciPy 1.11.3
Scikit-Learn 1.3.1
Statsmodels 0.14.0

Expected Behavior

Package should install

Actual Behavior

See the output of installation in the additional context window

Additional Context

Downloading Cython-3.0.4-cp312-cp312-win_amd64.whl (2.8 MB) ---------------------------------------- 2.8/2.8 MB 22.2 MB/s eta 0:00:00 Downloading joblib-1.3.2-py3-none-any.whl (302 kB) ---------------------------------------- 302.2/302.2 kB ? eta 0:00:00 Downloading numpy-1.26.1-cp312-cp312-win_amd64.whl (15.5 MB) ---------------------------------------- 15.5/15.5 MB 72.5 MB/s eta 0:00:00 Downloading pandas-2.1.1-cp312-cp312-win_amd64.whl (10.5 MB) ---------------------------------------- 10.5/10.5 MB 72.5 MB/s eta 0:00:00 Downloading scikit_learn-1.3.1-cp312-cp312-win_amd64.whl (9.1 MB) ---------------------------------------- 9.1/9.1 MB 73.0 MB/s eta 0:00:00 Downloading scipy-1.11.3-cp312-cp312-win_amd64.whl (43.7 MB) ---------------------------------------- 43.7/43.7 MB 73.1 MB/s eta 0:00:00 Downloading setuptools-68.2.2-py3-none-any.whl (807 kB) ---------------------------------------- 807.9/807.9 kB ? eta 0:00:00 Downloading statsmodels-0.14.0-cp312-cp312-win_amd64.whl (9.1 MB) ---------------------------------------- 9.1/9.1 MB 58.5 MB/s eta 0:00:00 Downloading urllib3-2.0.7-py3-none-any.whl (124 kB) ---------------------------------------- 124.2/124.2 kB ? eta 0:00:00 Downloading packaging-23.2-py3-none-any.whl (53 kB) ---------------------------------------- 53.0/53.0 kB ? eta 0:00:00 Downloading pytz-2023.3.post1-py2.py3-none-any.whl (502 kB) ---------------------------------------- 502.5/502.5 kB ? eta 0:00:00 Downloading threadpoolctl-3.2.0-py3-none-any.whl (15 kB) 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]

: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 "", line 190, in check_package_status File "C:\Program Files\Python312\Lib\importlib\__init__.py", line 90, in import_module return _bootstrap._gcd_import(name[level:], package, level) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "", line 1381, in _gcd_import File "", line 1354, in _find_and_load File "", 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:\Program Files\Python312\Lib\site-packages\pip\_vendor\pyproject_hooks\_in_process\_in_process.py", line 353, in main() File "C:\Program Files\Python312\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:\Program Files\Python312\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\pc\AppData\Local\Temp\pip-build-env-lb8deii5\overlay\Lib\site-packages\setuptools\build_meta.py", line 434, in build_wheel return self._build_with_temp_dir( ^^^^^^^^^^^^^^^^^^^^^^^^^^ File "C:\Users\pc\AppData\Local\Temp\pip-build-env-lb8deii5\overlay\Lib\site-packages\setuptools\build_meta.py", line 419, in _build_with_temp_dir self.run_setup() File "C:\Users\pc\AppData\Local\Temp\pip-build-env-lb8deii5\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\pc\AppData\Local\Temp\pip-build-env-lb8deii5\overlay\Lib\site-packages\setuptools\build_meta.py", line 341, in run_setup exec(code, locals()) File "", line 340, in File "", line 327, in do_setup File "", 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
aaronreidsmith commented 9 months ago

This is a duplicate of #560. It is because Python 3.12 is not yet supported. #561 added Python 3.12 support and we will publish as release soon.

aaronreidsmith commented 9 months ago

Python 3.12 support has been released: 

$ python -c 'import pmdarima; pmdarima.show_versions()'

System:
    python: 3.12.0 (main, Oct 12 2023, 00:42:11) [GCC 12.2.0]
executable: /usr/local/bin/python
   machine: Linux-6.4.16-linuxkit-aarch64-with-glibc2.36

Python dependencies:
 setuptools: 68.2.2
        pip: 23.2.1
    sklearn: 1.3.2
statsmodels: 0.14.0
      numpy: 1.26.1
      scipy: 1.11.3
     Cython: 3.0.4
     pandas: 2.1.1
     joblib: 1.3.2
   pmdarima: 2.0.4
pcpankaj commented 9 months ago

Thanks and highly appreciated.

Best regards,

PC

From: Aaron Smith @.> Sent: Monday, October 23, 2023 1:27 PM To: alkaline-ml/pmdarima @.> Cc: pcpankaj @.>; Author @.> Subject: Re: [alkaline-ml/pmdarima] Cannot install package pmdarima through pip (Issue #562)

Python 3.12 support has been released:

$ python -c 'import pmdarima; pmdarima.show_versions()'

System: python: 3.12.0 (main, Oct 12 2023, 00:42:11) [GCC 12.2.0] executable: /usr/local/bin/python machine: Linux-6.4.16-linuxkit-aarch64-with-glibc2.36

Python dependencies: setuptools: 68.2.2 pip: 23.2.1 sklearn: 1.3.2 statsmodels: 0.14.0 numpy: 1.26.1 scipy: 1.11.3 Cython: 3.0.4 pandas: 2.1.1 joblib: 1.3.2 pmdarima: 2.0.4

— Reply to this email directly, view it on GitHub https://github.com/alkaline-ml/pmdarima/issues/562#issuecomment-1775674903 , or unsubscribe https://github.com/notifications/unsubscribe-auth/ASI5RVYC3LFPOPAU245AAYDYA2SHHAVCNFSM6AAAAAA6KKFQOCVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMYTONZVGY3TIOJQGM . You are receiving this because you authored the thread. https://github.com/notifications/beacon/ASI5RV2FSTQP4M4TGITONNLYA2SHHA5CNFSM6AAAAAA6KKFQOCWGG33NNVSW45C7OR4XAZNMJFZXG5LFINXW23LFNZ2KUY3PNVWWK3TUL5UWJTTJ22TBO.gif Message ID: @. @.> >