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This is not a bug. In https://github.com/mlflow/mlflow, we use pip install git+https://github.com/alkaline-ml/pmdarima.git to install the development version of pmdarima and run tests against it. This command started failing with the following error recently:
% docker run --rm python:3.8 pip install git+https://github.com/harupy/pmdarima.git@pin-setuptools
Collecting git+https://github.com/harupy/pmdarima.git@pin-setuptools
Cloning https://github.com/harupy/pmdarima.git (to revision pin-setuptools) to /tmp/pip-req-build-m7yplexv
Running command git clone --filter=blob:none --quiet https://github.com/harupy/pmdarima.git /tmp/pip-req-build-m7yplexv
Running command git checkout -b pin-setuptools --track origin/pin-setuptools
Switched to a new branch 'pin-setuptools'
branch 'pin-setuptools' set up to track 'origin/pin-setuptools'.
Resolved https://github.com/harupy/pmdarima.git to commit 0e207106ce8562a1db57a0ff19b794255d8ae062
Installing build dependencies: started
Installing build dependencies: finished with status 'done'
Getting requirements to build wheel: started
Getting requirements to build wheel: finished with status 'done'
Preparing metadata (pyproject.toml): started
Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: setuptools!=50.0.0,>=38.6.0 in /usr/local/lib/python3.8/site-packages (from pmdarima==0.0.0) (57.5.0)
Collecting packaging>=17.1
Using cached packaging-24.1-py3-none-any.whl (53 kB)
Collecting pandas>=0.19
Using cached pandas-2.0.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (11.7 MB)
Collecting Cython!=0.29.18,!=0.29.31,>=0.29
Using cached Cython-3.0.11-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (3.5 MB)
Collecting scikit-learn>=0.22
Downloading scikit_learn-1.3.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (10.5 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 10.5/10.5 MB 10.5 MB/s eta 0:00:00
Collecting scipy>=1.3.2
Downloading scipy-1.10.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (31.0 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 31.0/31.0 MB 10.4 MB/s eta 0:00:00
Collecting statsmodels>=0.13.2
Downloading statsmodels-0.14.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (10.5 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 10.5/10.5 MB 10.5 MB/s eta 0:00:00
Collecting numpy>=1.21.2
Downloading numpy-1.24.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (14.0 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 14.0/14.0 MB 10.3 MB/s eta 0:00:00
Collecting urllib3
Downloading urllib3-2.2.3-py3-none-any.whl (126 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 126.3/126.3 kB 10.3 MB/s eta 0:00:00
Collecting joblib>=0.11
Downloading joblib-1.4.2-py3-none-any.whl (301 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 301.8/301.8 kB 9.8 MB/s eta 0:00:00
Collecting python-dateutil>=2.8.2
Using cached python_dateutil-2.9.0.post0-py2.py3-none-any.whl (229 kB)
Collecting pytz>=2020.1
Using cached pytz-2024.2-py2.py3-none-any.whl (508 kB)
Collecting tzdata>=2022.1
Using cached tzdata-2024.1-py2.py3-none-any.whl (345 kB)
Collecting threadpoolctl>=2.0.0
Downloading threadpoolctl-3.5.0-py3-none-any.whl (18 kB)
Collecting patsy>=0.5.4
Using cached patsy-0.5.6-py2.py3-none-any.whl (233 kB)
Collecting six
Using cached six-1.16.0-py2.py3-none-any.whl (11 kB)
Building wheels for collected packages: pmdarima
Building wheel for pmdarima (pyproject.toml): started
Building wheel for pmdarima (pyproject.toml): finished with status 'done'
Created wheel for pmdarima: filename=pmdarima-0.0.0-cp38-cp38-linux_aarch64.whl size=2104950 sha256=4d028a38259c984bc32b523d18e8910c5411d8d4a38d63216d083fec5003b6b5
Stored in directory: /tmp/pip-ephem-wheel-cache-54mjx6wz/wheels/b9/40/4a/88c839cd3c48e189fdc633b304d2bb581af11d55d1f2f7ee37
Successfully built pmdarima
Installing collected packages: pytz, urllib3, tzdata, threadpoolctl, six, packaging, numpy, joblib, Cython, scipy, python-dateutil, patsy, scikit-learn, pandas, statsmodels, pmdarima
Successfully installed Cython-3.0.11 joblib-1.4.2 numpy-1.24.4 packaging-24.1 pandas-2.0.3 patsy-0.5.6 pmdarima-0.0.0 python-dateutil-2.9.0.post0 pytz-2024.2 scikit-learn-1.3.2 scipy-1.10.1 six-1.16.0 statsmodels-0.14.1 threadpoolctl-3.5.0 tzdata-2024.1 urllib3-2.2.3
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
[notice] A new release of pip is available: 23.0.1 -> 24.2
[notice] To update, run: pip install --upgrade pip
(mlflow) @ mlflow [pmdarima-python-3.9] -- INSERT --
% docker run --rm python:3.8 pip install git+https://github.com/alkaline-ml/pmdarima.git
Collecting git+https://github.com/alkaline-ml/pmdarima.git
Cloning https://github.com/alkaline-ml/pmdarima.git to /tmp/pip-req-build-0gm1driz
Running command git clone --filter=blob:none --quiet https://github.com/alkaline-ml/pmdarima.git /tmp/pip-req-build-0gm1driz
Resolved https://github.com/alkaline-ml/pmdarima.git to commit c33a01768dfaf65cadfa666420e75548b8587011
Installing build dependencies: started
Installing build dependencies: finished with status 'done'
Getting requirements to build wheel: started
Getting requirements to build wheel: finished with status 'done'
Preparing metadata (pyproject.toml): started
Preparing metadata (pyproject.toml): finished with status 'done'
Collecting joblib>=0.11
Downloading joblib-1.4.2-py3-none-any.whl (301 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 301.8/301.8 kB 6.7 MB/s eta 0:00:00
Collecting Cython!=0.29.18,!=0.29.31,>=0.29
Using cached Cython-3.0.11-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (3.5 MB)
Collecting numpy>=1.21.2
Downloading numpy-1.24.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (14.0 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 14.0/14.0 MB 10.4 MB/s eta 0:00:00
Collecting scipy>=1.3.2
Downloading scipy-1.10.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (31.0 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 31.0/31.0 MB 10.3 MB/s eta 0:00:00
Requirement already satisfied: setuptools!=50.0.0,>=38.6.0 in /usr/local/lib/python3.8/site-packages (from pmdarima==0.0.0) (57.5.0)
Collecting pandas>=0.19
Using cached pandas-2.0.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (11.7 MB)
Collecting urllib3
Downloading urllib3-2.2.3-py3-none-any.whl (126 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 126.3/126.3 kB 10.7 MB/s eta 0:00:00
Collecting statsmodels>=0.13.2
Downloading statsmodels-0.14.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (10.5 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 10.5/10.5 MB 10.4 MB/s eta 0:00:00
Collecting packaging>=17.1
Using cached packaging-24.1-py3-none-any.whl (53 kB)
Collecting scikit-learn>=0.22
Downloading scikit_learn-1.3.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (10.5 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 10.5/10.5 MB 10.4 MB/s eta 0:00:00
Collecting pytz>=2020.1
Using cached pytz-2024.2-py2.py3-none-any.whl (508 kB)
Collecting python-dateutil>=2.8.2
Using cached python_dateutil-2.9.0.post0-py2.py3-none-any.whl (229 kB)
Collecting tzdata>=2022.1
Using cached tzdata-2024.1-py2.py3-none-any.whl (345 kB)
Collecting threadpoolctl>=2.0.0
Downloading threadpoolctl-3.5.0-py3-none-any.whl (18 kB)
Collecting patsy>=0.5.4
Using cached patsy-0.5.6-py2.py3-none-any.whl (233 kB)
Collecting six
Using cached six-1.16.0-py2.py3-none-any.whl (11 kB)
Building wheels for collected packages: pmdarima
Building wheel for pmdarima (pyproject.toml): started
Building wheel for pmdarima (pyproject.toml): finished with status 'error'
error: subprocess-exited-with-error
× Building wheel for pmdarima (pyproject.toml) did not run successfully.
│ exit code: 1
╰─> [27 lines of output]
Partial import of pmdarima during the build process.
Requirements: ['joblib>=0.11', 'Cython>=0.29,!=0.29.18,!=0.29.31', 'numpy>=1.21.2', 'pandas>=0.19', 'scikit-learn>=0.22', 'scipy>=1.3.2', 'statsmodels>=0.13.2', 'urllib3', 'setuptools>=38.6.0,!=50.0.0', 'packaging>=17.1 # Bundled with setuptools, but want to be explicit']
Adding extra setuptools args
Traceback (most recent call last):
File "/usr/local/lib/python3.8/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 353, in <module>
main()
File "/usr/local/lib/python3.8/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 335, in main
json_out['return_val'] = hook(**hook_input['kwargs'])
File "/usr/local/lib/python3.8/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 "/tmp/pip-build-env-rfjwdxcl/overlay/lib/python3.8/site-packages/setuptools/build_meta.py", line 421, in build_wheel
return self._build_with_temp_dir(
File "/tmp/pip-build-env-rfjwdxcl/overlay/lib/python3.8/site-packages/setuptools/build_meta.py", line 403, in _build_with_temp_dir
self.run_setup()
File "/tmp/pip-build-env-rfjwdxcl/overlay/lib/python3.8/site-packages/setuptools/build_meta.py", line 503, in run_setup
super().run_setup(setup_script=setup_script)
File "/tmp/pip-build-env-rfjwdxcl/overlay/lib/python3.8/site-packages/setuptools/build_meta.py", line 318, in run_setup
exec(code, locals())
File "<string>", line 371, in <module>
File "<string>", line 360, in do_setup
File "/tmp/pip-build-env-rfjwdxcl/overlay/lib/python3.8/site-packages/numpy/distutils/core.py", line 24, in <module>
from numpy.distutils.command import config, config_compiler, \
File "/tmp/pip-build-env-rfjwdxcl/overlay/lib/python3.8/site-packages/numpy/distutils/command/config.py", line 19, in <module>
from numpy.distutils.mingw32ccompiler import generate_manifest
File "/tmp/pip-build-env-rfjwdxcl/overlay/lib/python3.8/site-packages/numpy/distutils/mingw32ccompiler.py", line 29, in <module>
from distutils.msvccompiler import get_build_version as get_build_msvc_version
ModuleNotFoundError: No module named 'distutils.msvccompiler'
[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
[notice] A new release of pip is available: 23.0.1 -> 24.2
[notice] To update, run: pip install --upgrade pip
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