Update statsmodels

[NejcZavrsan]

Chaquopy version

1.15.1

Relevant parts of your build.gradle file

chaquopy {
    defaultConfig {
        buildPython("C:/Users/<username>/AppData/Local/Programs/Python/Python38-32/python.exe")

        pip {
            install("joblib")
            install("numpy")
            install("pandas")
            install("pyyaml")
            install("scipy")
            install("tsfresh")
        }
    }
    productFlavors {
        getByName("<our_flavour>") { version = "3.8" }
    }
}

...

ndk {
            abiFilters.add("armeabi-v7a")
        }

Describe your issue

It would be great if you added all libraries that tsfresh uses to your pre-built repository. In our case build fails seemingly because not all tsfresh dependencies are pre-built by chaquopy.
We want to use a custom python library in our android app which uses tsfresh, scipy and other dependencies.
I think this line in the build process explains it:

"Building wheels for collected packages: statsmodels, numba, llvmlite"

Build log:

Collecting tsfresh
  Using cached tsfresh-0.20.3-py2.py3-none-any.whl (95 kB)
Collecting chaquopy-libgfortran>=4.9
  Using cached https://chaquo.com/pypi-13.1/chaquopy-libgfortran/chaquopy_libgfortran-4.9-0-py3-none-android_16_armeabi_v7a.whl (394 kB)
Collecting chaquopy-openblas>=0.2.20
  Using cached https://chaquo.com/pypi-13.1/chaquopy-openblas/chaquopy_openblas-0.2.20-5-py3-none-android_16_armeabi_v7a.whl (4.0 MB)
Collecting python-dateutil>=2.7.3
  Using cached python_dateutil-2.9.0.post0-py2.py3-none-any.whl (229 kB)
Collecting chaquopy-libcxx>=10000
  Using cached https://chaquo.com/pypi-13.1/chaquopy-libcxx/chaquopy_libcxx-11000-0-py3-none-android_16_armeabi_v7a.whl (237 kB)
Collecting pytz>=2017.3
  Using cached pytz-2024.2-py2.py3-none-any.whl (508 kB)
Collecting cloudpickle
  Using cached cloudpickle-3.1.0-py3-none-any.whl (22 kB)
Collecting scikit-learn>=0.22.0
  Using cached https://chaquo.com/pypi-13.1/scikit-learn/scikit_learn-1.1.3-1-cp38-cp38-android_21_armeabi_v7a.whl (7.1 MB)
Collecting requests>=2.9.1
  Using cached requests-2.32.3-py3-none-any.whl (64 kB)
Collecting stumpy>=1.7.2
  Using cached stumpy-1.13.0-py3-none-any.whl (176 kB)
Collecting patsy>=0.4.1
  Using cached patsy-0.5.6-py2.py3-none-any.whl (233 kB)
Collecting statsmodels>=0.13
  Using cached statsmodels-0.14.1.tar.gz (20.3 MB)
  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 wheel metadata: started
    Preparing wheel metadata: finished with status 'done'
Collecting tqdm>=4.10.0
  Using cached tqdm-4.66.6-py3-none-any.whl (78 kB)
Collecting six>=1.5
  Using cached six-1.16.0-py2.py3-none-any.whl (11 kB)
Collecting threadpoolctl>=2.0.0
  Using cached threadpoolctl-3.5.0-py3-none-any.whl (18 kB)
Collecting chaquopy-libomp>=9.0.9
  Using cached https://chaquo.com/pypi-13.1/chaquopy-libomp/chaquopy_libomp-9.0.9-0-py3-none-android_16_armeabi_v7a.whl (246 kB)
Collecting urllib3<3,>=1.21.1
  Using cached urllib3-2.2.3-py3-none-any.whl (126 kB)
Collecting charset-normalizer<4,>=2
  Using cached charset_normalizer-3.4.0-py3-none-any.whl (49 kB)
Collecting idna<4,>=2.5
  Using cached idna-3.10-py3-none-any.whl (70 kB)
Collecting certifi>=2017.4.17
  Using cached certifi-2024.8.30-py3-none-any.whl (167 kB)
Collecting numba>=0.57.1
  Using cached numba-0.58.1.tar.gz (2.6 MB)
Collecting packaging>=21.3
  Using cached packaging-24.1-py3-none-any.whl (53 kB)
Collecting llvmlite<0.42,>=0.41.0dev0
  Using cached llvmlite-0.41.1.tar.gz (146 kB)
Collecting importlib_metadata
  Using cached importlib_metadata-8.5.0-py3-none-any.whl (26 kB)
Collecting zipp>=3.20
  Using cached zipp-3.20.2-py3-none-any.whl (9.2 kB)
Building wheels for collected packages: statsmodels, numba, llvmlite
  Building wheel for statsmodels (PEP 517): started
  Building wheel for statsmodels (PEP 517): finished with status 'error'
  ERROR: Command errored out with exit status 1:
   command: 'C:\Users\nejc.zavrsan\StudioProjects\tablet-android-app\app\build\python\env\MESI_DEVDebug\Scripts\python.exe' 'C:\Users\nejc.zavrsan\StudioProjects\tablet-android-app\app\build\python\env\MESI_DEVDebug\lib\site-packages\pip\_vendor\pep517\_in_process.py' build_wheel 'C:\Users\NEJC~1.ZAV\AppData\Local\Temp\tmpypzuf178'
       cwd: C:\Users\nejc.zavrsan\AppData\Local\Temp\pip-install-zhs3g1p_\statsmodels
  Complete output (1543 lines):
  running bdist_wheel
  running build
  running build_py
  creating build\lib.win32-cpython-38\statsmodels
  copying statsmodels\api.py -> build\lib.win32-cpython-38\statsmodels
  copying statsmodels\conftest.py -> build\lib.win32-cpython-38\statsmodels
  copying statsmodels\_version.py -> build\lib.win32-cpython-38\statsmodels
  copying statsmodels\__init__.py -> build\lib.win32-cpython-38\statsmodels
  creating build\lib.win32-cpython-38\statsmodels\base
  ...
  copying statsmodels\tsa\vector_ar\tests\results\e1.dat -> build\lib.win32-cpython-38\statsmodels\tsa\vector_ar\tests\results
  copying statsmodels\tsa\vector_ar\tests\results\e2.dat -> build\lib.win32-cpython-38\statsmodels\tsa\vector_ar\tests\results
  copying statsmodels\tsa\vector_ar\tests\results\e3.dat -> build\lib.win32-cpython-38\statsmodels\tsa\vector_ar\tests\results
  copying statsmodels\tsa\vector_ar\tests\results\e4.dat -> build\lib.win32-cpython-38\statsmodels\tsa\vector_ar\tests\results
  copying statsmodels\tsa\vector_ar\tests\results\e5.dat -> build\lib.win32-cpython-38\statsmodels\tsa\vector_ar\tests\results
  copying statsmodels\tsa\vector_ar\tests\results\e6.dat -> build\lib.win32-cpython-38\statsmodels\tsa\vector_ar\tests\results
  running build_ext
  building 'statsmodels.tsa.stl._stl' extension
  error: CCompiler.compile: Chaquopy cannot compile native code
  ----------------------------------------
ERROR: Failed to install statsmodels>=0.13 from https://files.pythonhosted.org/packages/4b/80/c4e279a6a13468ae2f1f01af2a07ddb44f397ac4d7636af13c5b3b83dde1/statsmodels-0.14.1.tar.gz#sha256=2260efdc1ef89f39c670a0bd8151b1d0843567781bcafec6cda0534eb47a94f6 (from tsfresh).
For assistance, please raise an issue at https://github.com/chaquo/chaquopy/issues.
Chaquopy: Exit status 1

> Task :app:generate...PythonRequirements FAILED
> Task :app:merge...PythonSources UP-TO-DATE
> Task :feature:smb:writeDebugAarMetadata UP-TO-DATE

[mhsmith]

We do support older versions of all of these packages, so you should check if there's an older version of tsfresh which is compatible with them.

• For statsmodels, you might be able to build a newer version yourself by following the instructions here. If you're successful, please make a pull request so we can add the new version to the public repository.

  If anyone else needs a new version of this package, please click the thumbs up button above, and post a comment explaining why you need it.

• For numba and llvmlite, see #834.