Failed to build insightface, ERROR: Failed to build installable wheels for some pyproject.toml based projects (insightface)

Installing build dependencies ... done
Getting requirements to build wheel ... done
Preparing metadata (pyproject.toml) ... done
Requirement already satisfied: numpy in ./.venv/lib/python3.10/site-packages (from insightface) (1.26.4)
Requirement already satisfied: onnx in ./.venv/lib/python3.10/site-packages (from insightface) (1.17.0)
Requirement already satisfied: tqdm in ./.venv/lib/python3.10/site-packages (from insightface) (4.66.4)
Requirement already satisfied: requests in ./.venv/lib/python3.10/site-packages (from insightface) (2.32.3)
Requirement already satisfied: matplotlib in ./.venv/lib/python3.10/site-packages (from insightface) (3.10.0)
Requirement already satisfied: Pillow in ./.venv/lib/python3.10/site-packages (from insightface) (11.0.0)
Requirement already satisfied: scipy in ./.venv/lib/python3.10/site-packages (from insightface) (1.14.1)
Requirement already satisfied: scikit-learn in ./.venv/lib/python3.10/site-packages (from insightface) (1.6.0)
Requirement already satisfied: scikit-image in ./.venv/lib/python3.10/site-packages (from insightface) (0.25.0)
Requirement already satisfied: easydict in ./.venv/lib/python3.10/site-packages (from insightface) (1.13)
Requirement already satisfied: cython in ./.venv/lib/python3.10/site-packages (from insightface) (3.0.11)
Collecting albumentations (from insightface)
Using cached albumentations-1.4.23-py3-none-any.whl.metadata (36 kB)
Collecting prettytable (from insightface)
Using cached prettytable-3.12.0-py3-none-any.whl.metadata (30 kB)
Requirement already satisfied: PyYAML in ./.venv/lib/python3.10/site-packages (from albumentations->insightface) (6.0.2)
Collecting pydantic>=2.9.2 (from albumentations->insightface)
Using cached pydantic-2.10.4-py3-none-any.whl.metadata (29 kB)
Collecting albucore==0.0.21 (from albumentations->insightface)
Using cached albucore-0.0.21-py3-none-any.whl.metadata (5.3 kB)
Collecting eval-type-backport (from albumentations->insightface)
Using cached eval_type_backport-0.2.0-py3-none-any.whl.metadata (2.2 kB)
Collecting opencv-python-headless>=4.9.0.80 (from albumentations->insightface)
Using cached opencv_python_headless-4.10.0.84-cp37-abi3-macosx_11_0_arm64.whl.metadata (20 kB)
Collecting stringzilla>=3.10.4 (from albucore==0.0.21->albumentations->insightface)
Using cached stringzilla-3.11.2-cp310-cp310-macosx_11_0_arm64.whl.metadata (80 kB)
Collecting simsimd>=5.9.2 (from albucore==0.0.21->albumentations->insightface)
Using cached simsimd-6.2.1-cp310-cp310-macosx_11_0_arm64.whl.metadata (66 kB)
Requirement already satisfied: contourpy>=1.0.1 in ./.venv/lib/python3.10/site-packages (from matplotlib->insightface) (1.3.1)
Requirement already satisfied: cycler>=0.10 in ./.venv/lib/python3.10/site-packages (from matplotlib->insightface) (0.12.1)
Requirement already satisfied: fonttools>=4.22.0 in ./.venv/lib/python3.10/site-packages (from matplotlib->insightface) (4.55.3)
Requirement already satisfied: kiwisolver>=1.3.1 in ./.venv/lib/python3.10/site-packages (from matplotlib->insightface) (1.4.7)
Requirement already satisfied: packaging>=20.0 in ./.venv/lib/python3.10/site-packages (from matplotlib->insightface) (24.2)
Requirement already satisfied: pyparsing>=2.3.1 in ./.venv/lib/python3.10/site-packages (from matplotlib->insightface) (3.2.0)
Requirement already satisfied: python-dateutil>=2.7 in ./.venv/lib/python3.10/site-packages (from matplotlib->insightface) (2.9.0.post0)
Requirement already satisfied: protobuf>=3.20.2 in ./.venv/lib/python3.10/site-packages (from onnx->insightface) (4.23.2)
Collecting wcwidth (from prettytable->insightface)
Using cached wcwidth-0.2.13-py2.py3-none-any.whl.metadata (14 kB)
Requirement already satisfied: charset-normalizer<4,>=2 in ./.venv/lib/python3.10/site-packages (from requests->insightface) (3.4.0)
Requirement already satisfied: idna<4,>=2.5 in ./.venv/lib/python3.10/site-packages (from requests->insightface) (3.10)
Requirement already satisfied: urllib3<3,>=1.21.1 in ./.venv/lib/python3.10/site-packages (from requests->insightface) (2.2.3)
Requirement already satisfied: certifi>=2017.4.17 in ./.venv/lib/python3.10/site-packages (from requests->insightface) (2024.12.14)
Requirement already satisfied: networkx>=3.0 in ./.venv/lib/python3.10/site-packages (from scikit-image->insightface) (3.4.2)
Requirement already satisfied: imageio!=2.35.0,>=2.33 in ./.venv/lib/python3.10/site-packages (from scikit-image->insightface) (2.36.1)
Requirement already satisfied: tifffile>=2022.8.12 in ./.venv/lib/python3.10/site-packages (from scikit-image->insightface) (2024.12.12)
Requirement already satisfied: lazy-loader>=0.4 in ./.venv/lib/python3.10/site-packages (from scikit-image->insightface) (0.4)
Requirement already satisfied: joblib>=1.2.0 in ./.venv/lib/python3.10/site-packages (from scikit-learn->insightface) (1.4.2)
Requirement already satisfied: threadpoolctl>=3.1.0 in ./.venv/lib/python3.10/site-packages (from scikit-learn->insightface) (3.5.0)
Collecting annotated-types>=0.6.0 (from pydantic>=2.9.2->albumentations->insightface)
Using cached annotated_types-0.7.0-py3-none-any.whl.metadata (15 kB)
Collecting pydantic-core==2.27.2 (from pydantic>=2.9.2->albumentations->insightface)
Using cached pydantic_core-2.27.2-cp310-cp310-macosx_11_0_arm64.whl.metadata (6.6 kB)
Requirement already satisfied: typing-extensions>=4.12.2 in ./.venv/lib/python3.10/site-packages (from pydantic>=2.9.2->albumentations->insightface) (4.12.2)
Requirement already satisfied: six>=1.5 in ./.venv/lib/python3.10/site-packages (from python-dateutil>=2.7->matplotlib->insightface) (1.17.0)
Using cached albumentations-1.4.23-py3-none-any.whl (269 kB)
Using cached albucore-0.0.21-py3-none-any.whl (12 kB)
Using cached prettytable-3.12.0-py3-none-any.whl (31 kB)
Using cached opencv_python_headless-4.10.0.84-cp37-abi3-macosx_11_0_arm64.whl (54.8 MB)
Using cached pydantic-2.10.4-py3-none-any.whl (431 kB)
Using cached pydantic_core-2.27.2-cp310-cp310-macosx_11_0_arm64.whl (1.8 MB)
Using cached eval_type_backport-0.2.0-py3-none-any.whl (5.9 kB)
Using cached wcwidth-0.2.13-py2.py3-none-any.whl (34 kB)
Using cached annotated_types-0.7.0-py3-none-any.whl (13 kB)
Using cached simsimd-6.2.1-cp310-cp310-macosx_11_0_arm64.whl (93 kB)
Using cached stringzilla-3.11.2-cp310-cp310-macosx_11_0_arm64.whl (80 kB)
Building wheels for collected packages: insightface
Building wheel for insightface (pyproject.toml) ... error
error: subprocess-exited-with-error

× Building wheel for insightface (pyproject.toml) did not run successfully.
│ exit code: 1
╰─> [219 lines of output]
WARNING: pandoc not enabled
running bdist_wheel
running build
running build_py
creating build/lib.macosx-15-arm64-cpython-310/insightface
copying insightface/__init__.py -> build/lib.macosx-15-arm64-cpython-310/insightface
creating build/lib.macosx-15-arm64-cpython-310/insightface/app
copying insightface/app/__init__.py -> build/lib.macosx-15-arm64-cpython-310/insightface/app
copying insightface/app/mask_renderer.py -> build/lib.macosx-15-arm64-cpython-310/insightface/app
copying insightface/app/common.py -> build/lib.macosx-15-arm64-cpython-310/insightface/app
copying insightface/app/face_analysis.py -> build/lib.macosx-15-arm64-cpython-310/insightface/app
creating build/lib.macosx-15-arm64-cpython-310/insightface/utils
copying insightface/utils/download.py -> build/lib.macosx-15-arm64-cpython-310/insightface/utils
copying insightface/utils/filesystem.py -> build/lib.macosx-15-arm64-cpython-310/insightface/utils
copying insightface/utils/__init__.py -> build/lib.macosx-15-arm64-cpython-310/insightface/utils
copying insightface/utils/transform.py -> build/lib.macosx-15-arm64-cpython-310/insightface/utils
copying insightface/utils/storage.py -> build/lib.macosx-15-arm64-cpython-310/insightface/utils
copying insightface/utils/face_align.py -> build/lib.macosx-15-arm64-cpython-310/insightface/utils
copying insightface/utils/constant.py -> build/lib.macosx-15-arm64-cpython-310/insightface/utils
creating build/lib.macosx-15-arm64-cpython-310/insightface/model_zoo
copying insightface/model_zoo/landmark.py -> build/lib.macosx-15-arm64-cpython-310/insightface/model_zoo
copying insightface/model_zoo/inswapper.py -> build/lib.macosx-15-arm64-cpython-310/insightface/model_zoo
copying insightface/model_zoo/arcface_onnx.py -> build/lib.macosx-15-arm64-cpython-310/insightface/model_zoo
copying insightface/model_zoo/retinaface.py -> build/lib.macosx-15-arm64-cpython-310/insightface/model_zoo
copying insightface/model_zoo/attribute.py -> build/lib.macosx-15-arm64-cpython-310/insightface/model_zoo
copying insightface/model_zoo/model_zoo.py -> build/lib.macosx-15-arm64-cpython-310/insightface/model_zoo
copying insightface/model_zoo/scrfd.py -> build/lib.macosx-15-arm64-cpython-310/insightface/model_zoo
copying insightface/model_zoo/__init__.py -> build/lib.macosx-15-arm64-cpython-310/insightface/model_zoo
copying insightface/model_zoo/model_store.py -> build/lib.macosx-15-arm64-cpython-310/insightface/model_zoo
creating build/lib.macosx-15-arm64-cpython-310/insightface/commands
copying insightface/commands/insightface_cli.py -> build/lib.macosx-15-arm64-cpython-310/insightface/commands
copying insightface/commands/rec_add_mask_param.py -> build/lib.macosx-15-arm64-cpython-310/insightface/commands
copying insightface/commands/__init__.py -> build/lib.macosx-15-arm64-cpython-310/insightface/commands
copying insightface/commands/model_download.py -> build/lib.macosx-15-arm64-cpython-310/insightface/commands
creating build/lib.macosx-15-arm64-cpython-310/insightface/data
copying insightface/data/__init__.py -> build/lib.macosx-15-arm64-cpython-310/insightface/data
copying insightface/data/rec_builder.py -> build/lib.macosx-15-arm64-cpython-310/insightface/data
copying insightface/data/pickle_object.py -> build/lib.macosx-15-arm64-cpython-310/insightface/data
copying insightface/data/image.py -> build/lib.macosx-15-arm64-cpython-310/insightface/data
creating build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty
copying insightface/thirdparty/__init__.py -> build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty
creating build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d
copying insightface/thirdparty/face3d/__init__.py -> build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d
creating build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/mesh
copying insightface/thirdparty/face3d/mesh/light.py -> build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/mesh
copying insightface/thirdparty/face3d/mesh/render.py -> build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/mesh
copying insightface/thirdparty/face3d/mesh/io.py -> build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/mesh
copying insightface/thirdparty/face3d/mesh/__init__.py -> build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/mesh
copying insightface/thirdparty/face3d/mesh/vis.py -> build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/mesh
copying insightface/thirdparty/face3d/mesh/transform.py -> build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/mesh
creating build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/mesh_numpy
copying insightface/thirdparty/face3d/mesh_numpy/light.py -> build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/mesh_numpy
copying insightface/thirdparty/face3d/mesh_numpy/render.py -> build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/mesh_numpy
copying insightface/thirdparty/face3d/mesh_numpy/io.py -> build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/mesh_numpy
copying insightface/thirdparty/face3d/mesh_numpy/__init__.py -> build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/mesh_numpy
copying insightface/thirdparty/face3d/mesh_numpy/vis.py -> build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/mesh_numpy
copying insightface/thirdparty/face3d/mesh_numpy/transform.py -> build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/mesh_numpy
creating build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/morphable_model
copying insightface/thirdparty/face3d/morphable_model/morphabel_model.py -> build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/morphable_model
copying insightface/thirdparty/face3d/morphable_model/fit.py -> build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/morphable_model
copying insightface/thirdparty/face3d/morphable_model/__init__.py -> build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/morphable_model
copying insightface/thirdparty/face3d/morphable_model/load.py -> build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/morphable_model
running egg_info
writing insightface.egg-info/PKG-INFO
writing dependency_links to insightface.egg-info/dependency_links.txt
writing entry points to insightface.egg-info/entry_points.txt
writing requirements to insightface.egg-info/requires.txt
writing top-level names to insightface.egg-info/top_level.txt
reading manifest file 'insightface.egg-info/SOURCES.txt'
writing manifest file 'insightface.egg-info/SOURCES.txt'
/private/var/folders/6r/_13zy5sd1p966s7trn9cjpq00000gn/T/pip-build-env-7y1okrax/overlay/lib/python3.10/site-packages/setuptools/command/build_py.py:212: _Warning: Package 'insightface.data.images' is absent from the `packages` configuration.
!!

********************************************************************************
############################
# Package would be ignored #
############################
Python recognizes 'insightface.data.images' as an importable package[^1],
but it is absent from setuptools' `packages` configuration.

This leads to an ambiguous overall configuration. If you want to distribute this
package, please make sure that 'insightface.data.images' is explicitly added
to the `packages` configuration field.

Alternatively, you can also rely on setuptools' discovery methods
(for example by using `find_namespace_packages(...)`/`find_namespace:`
instead of `find_packages(...)`/`find:`).

You can read more about "package discovery" on setuptools documentation page:

- https://setuptools.pypa.io/en/latest/userguide/package_discovery.html

If you don't want 'insightface.data.images' to be distributed and are
already explicitly excluding 'insightface.data.images' via
`find_namespace_packages(...)/find_namespace` or `find_packages(...)/find`,
you can try to use `exclude_package_data`, or `include-package-data=False` in
combination with a more fine grained `package-data` configuration.

You can read more about "package data files" on setuptools documentation page:

- https://setuptools.pypa.io/en/latest/userguide/datafiles.html


[^1]: For Python, any directory (with suitable naming) can be imported,
even if it does not contain any `.py` files.
On the other hand, currently there is no concept of package data
directory, all directories are treated like packages.
********************************************************************************

!!
check.warn(importable)
/private/var/folders/6r/_13zy5sd1p966s7trn9cjpq00000gn/T/pip-build-env-7y1okrax/overlay/lib/python3.10/site-packages/setuptools/command/build_py.py:212: _Warning: Package 'insightface.data.objects' is absent from the `packages` configuration.
!!

********************************************************************************
############################
# Package would be ignored #
############################
Python recognizes 'insightface.data.objects' as an importable package[^1],
but it is absent from setuptools' `packages` configuration.

This leads to an ambiguous overall configuration. If you want to distribute this
package, please make sure that 'insightface.data.objects' is explicitly added
to the `packages` configuration field.

Alternatively, you can also rely on setuptools' discovery methods
(for example by using `find_namespace_packages(...)`/`find_namespace:`
instead of `find_packages(...)`/`find:`).

You can read more about "package discovery" on setuptools documentation page:

- https://setuptools.pypa.io/en/latest/userguide/package_discovery.html

If you don't want 'insightface.data.objects' to be distributed and are
already explicitly excluding 'insightface.data.objects' via
`find_namespace_packages(...)/find_namespace` or `find_packages(...)/find`,
you can try to use `exclude_package_data`, or `include-package-data=False` in
combination with a more fine grained `package-data` configuration.

You can read more about "package data files" on setuptools documentation page:

- https://setuptools.pypa.io/en/latest/userguide/datafiles.html


[^1]: For Python, any directory (with suitable naming) can be imported,
even if it does not contain any `.py` files.
On the other hand, currently there is no concept of package data
directory, all directories are treated like packages.
********************************************************************************

!!
check.warn(importable)
/private/var/folders/6r/_13zy5sd1p966s7trn9cjpq00000gn/T/pip-build-env-7y1okrax/overlay/lib/python3.10/site-packages/setuptools/command/build_py.py:212: _Warning: Package 'insightface.thirdparty.face3d.mesh.cython' is absent from the `packages` configuration.
!!

********************************************************************************
############################
# Package would be ignored #
############################
Python recognizes 'insightface.thirdparty.face3d.mesh.cython' as an importable package[^1],
but it is absent from setuptools' `packages` configuration.

This leads to an ambiguous overall configuration. If you want to distribute this
package, please make sure that 'insightface.thirdparty.face3d.mesh.cython' is explicitly added
to the `packages` configuration field.

Alternatively, you can also rely on setuptools' discovery methods
(for example by using `find_namespace_packages(...)`/`find_namespace:`
instead of `find_packages(...)`/`find:`).

You can read more about "package discovery" on setuptools documentation page:

- https://setuptools.pypa.io/en/latest/userguide/package_discovery.html

If you don't want 'insightface.thirdparty.face3d.mesh.cython' to be distributed and are
already explicitly excluding 'insightface.thirdparty.face3d.mesh.cython' via
`find_namespace_packages(...)/find_namespace` or `find_packages(...)/find`,
you can try to use `exclude_package_data`, or `include-package-data=False` in
combination with a more fine grained `package-data` configuration.

You can read more about "package data files" on setuptools documentation page:

- https://setuptools.pypa.io/en/latest/userguide/datafiles.html


[^1]: For Python, any directory (with suitable naming) can be imported,
even if it does not contain any `.py` files.
On the other hand, currently there is no concept of package data
directory, all directories are treated like packages.
********************************************************************************

!!
check.warn(importable)
creating build/lib.macosx-15-arm64-cpython-310/insightface/data/images
copying insightface/data/images/Tom_Hanks_54745.png -> build/lib.macosx-15-arm64-cpython-310/insightface/data/images
copying insightface/data/images/mask_black.jpg -> build/lib.macosx-15-arm64-cpython-310/insightface/data/images
copying insightface/data/images/mask_blue.jpg -> build/lib.macosx-15-arm64-cpython-310/insightface/data/images
copying insightface/data/images/mask_green.jpg -> build/lib.macosx-15-arm64-cpython-310/insightface/data/images
copying insightface/data/images/mask_white.jpg -> build/lib.macosx-15-arm64-cpython-310/insightface/data/images
copying insightface/data/images/t1.jpg -> build/lib.macosx-15-arm64-cpython-310/insightface/data/images
creating build/lib.macosx-15-arm64-cpython-310/insightface/data/objects
copying insightface/data/objects/meanshape_68.pkl -> build/lib.macosx-15-arm64-cpython-310/insightface/data/objects
creating build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/mesh/cython
copying insightface/thirdparty/face3d/mesh/cython/mesh_core.cpp -> build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/mesh/cython
copying insightface/thirdparty/face3d/mesh/cython/mesh_core.h -> build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/mesh/cython
copying insightface/thirdparty/face3d/mesh/cython/mesh_core_cython.c -> build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/mesh/cython
copying insightface/thirdparty/face3d/mesh/cython/mesh_core_cython.cpp -> build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/mesh/cython
copying insightface/thirdparty/face3d/mesh/cython/mesh_core_cython.pyx -> build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/mesh/cython
copying insightface/thirdparty/face3d/mesh/cython/setup.py -> build/lib.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/mesh/cython
running build_ext
building 'insightface.thirdparty.face3d.mesh.cython.mesh_core_cython' extension
creating build/temp.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/mesh/cython
/usr/bin/clang++ -Wno-unused-result -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -fwrapv -O3 -Wall -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX15.sdk -Iinsightface/thirdparty/face3d/mesh/cython -I/Users/namanaarzoo/homebrew/Cellar/portaudio/19.20140130/include/ -I/Users/namanaarzoo/Downloads/Deep-Live-Cam/.venv/include -I/opt/homebrew/opt/python@3.10/Frameworks/Python.framework/Versions/3.10/include/python3.10 -c insightface/thirdparty/face3d/mesh/cython/mesh_core.cpp -o build/temp.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/mesh/cython/mesh_core.o
/usr/bin/clang++ -Wno-unused-result -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -fwrapv -O3 -Wall -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX15.sdk -Iinsightface/thirdparty/face3d/mesh/cython -I/Users/namanaarzoo/homebrew/Cellar/portaudio/19.20140130/include/ -I/Users/namanaarzoo/Downloads/Deep-Live-Cam/.venv/include -I/opt/homebrew/opt/python@3.10/Frameworks/Python.framework/Versions/3.10/include/python3.10 -c insightface/thirdparty/face3d/mesh/cython/mesh_core_cython.cpp -o build/temp.macosx-15-arm64-cpython-310/insightface/thirdparty/face3d/mesh/cython/mesh_core_cython.o
insightface/thirdparty/face3d/mesh/cython/mesh_core_cython.cpp:1259:10: fatal error: 'numpy/arrayobject.h' file not found
1259 | #include "numpy/arrayobject.h"
| ^~~~~~~~~~~~~~~~~~~~~
1 error generated.
error: command '/usr/bin/clang++' failed with exit code 1
[end of output]

note: This error originates from a subprocess, and is likely not a problem with pip.
ERROR: Failed building wheel for insightface
Failed to build insightface
ERROR: ERROR: Failed to build installable wheels for some pyproject.toml based projects (insightface)