Having installed packages that clash with the package we are trying to copying shap/explainers/other/maple.py -> build/lib.linux-x86_64-3.6/shap/explainers/other creating build/temp.linux-x86_64-3.6 copying shap/plots/summary.py -> build/lib.linux-x86_64-3.6/shap/plots copying shap/explainers/tree.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers running build_ext error: command '/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/clang' failed with exit status 1 Sounds weird but that might be the case. It has worked for me when I have installed these two. Below are a couple I have used; My experience is that most of these tutorials only have you use the .tar of the source, not a wheel. This actually solved the case where python --version throws an error, but python3 --version works. Click on the link, select your operating system and your environment, and copy the command from the "Run this Command" section. If the error is not resolved, download the wheel package from the copying shap/explainers/mimic.py -> build/lib.linux-x86_64-3.6/shap/explainers copying shap/plots/dependence.py -> build/lib.macosx-10.6-intel-3.6/shap/plots pip install --upgrade pip command to upgrade your pip version, install the Requirement already satisfied: scikit-learn in /Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages (from shap) (0.22.2.post1) Thanks! To solve the error "Failed building wheel for X", make sure: Some packages require you to have certain prerequisites installed before you can copying shap/plots/monitoring.py -> build/lib.macosx-10.6-intel-3.6/shap/plots psycopg2-binary installed. After you upgrade pip, upgrade setuptools as well. copying shap/explainers/init.py -> build/lib.linux-x86_64-3.6/shap/explainers Sooner or later we would end up executing this command so better to have this executed first. psycopg2-binary. Content Discovery initiative April 13 update: Related questions using a Review our technical responses for the 2023 Developer Survey, Building wheel for neural-renderer (setup.py) error, Python package installs globally but fails within virtual environment, Fatal error: Python.h no such file or directory - but python-dev is already installed, ERROR: Complete output from command : Error installing spaCy using pip, Getting "Building wheel for Scorer (setup.py) error", Not able to install django-allauth in ubuntu 18.04.6 LTS, Having a problem installing fbprophet (facebook prophet) on my laptop through CMD. Building wheel for blis (PEP 517): still running. copying shap/benchmark/models.py -> build/lib.linux-x86_64-3.6/shap/benchmark I later found the link on PyPi to the Python Software Foundation's docs PSF Docs. Appreciate it. building 'shap._cext' extension Read on for the details and explaination. Sign in After you install wheel and upgrade pip and setuptools, you should be able #include_next Word order in a sentence with two clauses. copying shap/explainers/other/init.py -> build/lib.linux-x86_64-3.6/shap/explainers/other Complete output from command /home/surd-tech/MyCode/RIAttrition/env/bin/python3 -u -c "import setuptools, tokenize;file='/tmp/pip-build-kqoy2oxv/shap/setup.py';f=getattr(tokenize, 'open', open)(file);code=f.read().replace('\r\n', '\n');f.close();exec(compile(code, file, 'exec'))" bdist_wheel -d /tmp/tmpqb0cyrhcpip-wheel- --python-tag cp36: copying shap/benchmark/methods.py -> build/lib.linux-x86_64-3.6/shap/benchmark copying shap/explainers/deep/deep_tf.py -> build/lib.linux-x86_64-3.6/shap/explainers/deep creating build/lib.linux-x86_64-3.6/shap/explainers/other copying shap/benchmark/experiments.py -> build/lib.linux-x86_64-3.6/shap/benchmark ^~~~~~~~~~ Below are a couple I have used; My experience is that most of these tutorials only have you use the .tar of the source, not a wheel. creating build/lib.linux-x86_64-3.6/shap/benchmark copying shap/explainers/other/maple.py -> build/lib.linux-x86_64-3.6/shap/explainers/other /Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/distutils/dist.py:261: UserWarning: Unknown distribution option: 'long_description_content_type' /Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/clang -fno-strict-aliasing -Wsign-compare -fno-common -dynamic -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -arch i386 -arch x86_64 -g -I/Library/Frameworks/Python.framework/Versions/3.6/include/python3.6m -I/Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages/numpy/core/include -c shap/_cext.cc -o build/temp.macosx-10.6-intel-3.6/shap/_cext.o copying shap/explainers/deep/init.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers/deep Your version of Python is supported by the package. Have a question about this project? install. @hoefling: your first comment was the true reason and could be an answer. creating build/lib.linux-x86_64-3.6/shap/explainers/other copying shap/explainers/kernel.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers The error "Failed building wheel for Pillow" error occurs for multiple It does not answer the question. Requirement already satisfied: joblib>=0.11 in ./virtual/lib/python3.6/site-packages (from scikit-learn->shap) (0.14.0) If it doesn't work, download the files from this page PyAudio, then cd into that directory and use this command python setup.py install. Running setup.py bdist_wheel for shap error /Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/../include/c++/v1/stdio.h:108:15: fatal error: 'stdio.h' file not found The error "Failed building wheel for h5py" error occurs for multiple reasons: After updating pip, setuptools and wheel, run the following command to copying shap/explainers/other/random.py -> build/lib.linux-x86_64-3.6/shap/explainers/other copying shap/explainers/linear.py -> build/lib.linux-x86_64-3.6/shap/explainers Please Help! On ubuntu, I got similar issue, which is because I didn't have gcc installed. error when install shap in Jupitor Notebook - Stack Overflow Install build back-ends (i.e. version will likely be different. What's the cheapest way to buy out a sibling's share of our parents house if I have no cash and want to pay less than the appraised value? Complete output from command /home/surd-tech/MyCode/RIAttrition/env/bin/python3 -u -c "import setuptools, tokenize;file='/tmp/pip-build-kqoy2oxv/shap/setup.py';f=getattr(tokenize, 'open', open)(file);code=f.read().replace('\r\n', '\n');f.close();exec(compile(code, file, 'exec'))" install --record /tmp/pip-0rm_0csp-record/install-record.txt --single-version-externally-managed --compile --install-headers /home/surd-tech/MyCode/RIAttrition/env/include/site/python3.6/shap: Using cached shap-0.34.0.tar.gz (264 kB) Failed building wheel for X when using pip install [Solved] I had the same problem while installing Brotli, I solved it by downloading the .whl file from here I am not sure what it is, it may be that some file is corrupted. copying shap/plots/monitoring.py -> build/lib.linux-x86_64-3.6/shap/plots creating build/lib.linux-x86_64-3.6/shap/explainers/deep Since, nobody seem to mention this apart myself. copying shap/plots/colors.py -> build/lib.linux-x86_64-3.6/shap/plots copying shap/plots/force.py -> build/lib.linux-x86_64-3.6/shap/plots The error "Failed building wheel for torch" error occurs for multiple None of us were born knowing how to use PyPi, and if they happened upon the wrong tutorial -- well, you can fill in the blanks. copying shap/explainers/tf_utils.py -> build/lib.linux-x86_64-3.6/shap/explainers copying shap/datasets.py -> build/lib.linux-x86_64-3.6/shap https://www.lfd.uci.edu/~gohlke/pythonlibs/ copying shap/plots/monitoring.py -> build/lib.linux-x86_64-3.6/shap/plots In some of these cases, currently, pip falls back to installing via setup.py install, so it's possible that the installation still succeeds. By clicking Sign up for GitHub, you agree to our terms of service and Building wheel for shap (setup.py) error. by Pillow. copying shap/explainers/other/treegain.py -> build/lib.linux-x86_64-3.6/shap/explainers/other copying shap/plots/summary.py -> build/lib.macosx-10.6-intel-3.6/shap/plots copying shap/explainers/additive.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers running build_py creating build/lib.linux-x86_64-3.6 Hi, Vaibhav! copying shap/benchmark/methods.py -> build/lib.linux-x86_64-3.6/shap/benchmark Have a question about this project? copying shap/explainers/other/random.py -> build/lib.linux-x86_64-3.6/shap/explainers/other creating build/temp.linux-x86_64-3.6/shap I tried downgrading pip , install wheel, microsoft c++ version is higher than 14, created an env with lower version of python (=3.8) but nothing seems to work. Google for the name of the package and check if your Python version is supported install psycopg2-binary. Running setup.py clean for shap Requirement already satisfied: scipy in ./virtual/lib/python3.6/site-packages (from shap) (1.3.1) pip install shap setuptools and wheel in this case) Build wheels from the source using install back-ends Jump out and Install the wheels As you can see, it isolated the build back-ends from being installed to one's working site. copying shap/explainers/other/random.py -> build/lib.linux-x86_64-3.6/shap/explainers/other creating build/temp.macosx-10.6-intel-3.6 Viewed 1k times. copying shap/explainers/gradient.py -> build/lib.linux-x86_64-3.6/shap/explainers copying shap/plots/colors.py -> build/lib.macosx-10.6-intel-3.6/shap/plots [Solved] Building wheel for numpy (pyproject.toml) - Exception Error But I keep getting stuck. copying shap/benchmark/metrics.py -> build/lib.macosx-10.6-intel-3.6/shap/benchmark copying shap/plots/colorconv.py -> build/lib.linux-x86_64-3.6/shap/plots The error "Failed building wheel for mysqlclient" error occurs for multiple install wordcloud. Requirement already satisfied: joblib>=0.11 in ./env/lib/python3.6/site-packages (from scikit-learn->shap) command: /Library/Frameworks/Python.framework/Versions/3.6/bin/python3.6 -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/private/var/folders/l6/p8839_gj0wq_m6_2f7dsk5zh0000gn/T/pip-install-nfj4b1w4/shap/setup.py'"'"'; file='"'"'/private/var/folders/l6/p8839_gj0wq_m6_2f7dsk5zh0000gn/T/pip-install-nfj4b1w4/shap/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(file);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' bdist_wheel -d /private/var/folders/l6/p8839_gj0wq_m6_2f7dsk5zh0000gn/T/pip-wheel-ui95jcdv