error: failed building wheel for shap

copying shap/explainers/sampling.py -> build/lib.linux-x86_64-3.6/shap/explainers Is there a way to skip wheel generation (. I would like to add that if you only have Python3 on your system then you need to start using pip3 instead of pip. to run the pip install command without getting any errors. copying shap/explainers/linear.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers copying shap/explainers/tree.py -> build/lib.linux-x86_64-3.6/shap/explainers ^~~~~~~~~~ ERROR: Command errored out with exit status 1: creating build/lib.linux-x86_64-3.6 running bdist_wheel Can I use my Coinbase address to receive bitcoin? copying shap/plots/monitoring.py -> build/lib.linux-x86_64-3.6/shap/plots error: command '/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/clang' failed with exit status 1, ERROR: Failed building wheel for shap Requirement already satisfied: scikit-learn in ./virtual/lib/python3.6/site-packages (from shap) (0.21.3) Requirement already satisfied: scipy in /Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages (from shap) (1.4.1) You don't have a Python version that is outside the version range supported Connect and share knowledge within a single location that is structured and easy to search. Building wheels for collected packages: shap After using the officially documented method, I no longer received the error when installing my packages. copying shap/explainers/other/maple.py -> build/lib.linux-x86_64-3.6/shap/explainers/other following link and repeat error when install shap in Jupitor Notebook - Stack Overflow creating build/lib.macosx-10.6-intel-3.6 copying shap/explainers/additive.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers Installing this too fixes the "failed building wheel" errors for me. copying shap/benchmark/init.py -> build/lib.linux-x86_64-3.6/shap/benchmark copying shap/tree_shap.h -> build/lib.macosx-10.6-intel-3.6/shap Sign up for a free GitHub account to open an issue and contact its maintainers and the community. copying shap/explainers/gradient.py -> build/lib.linux-x86_64-3.6/shap/explainers copying shap/plots/decision.py -> build/lib.linux-x86_64-3.6/shap/plots Installing libgl solved the error for me. Running setup.py clean for shap copying shap/explainers/mimic.py -> build/lib.linux-x86_64-3.6/shap/explainers copying shap/plots/colors.py -> build/lib.linux-x86_64-3.6/shap/plots running build 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. copying shap/plots/waterfall.py -> build/lib.linux-x86_64-3.6/shap/plots numpy.get_include() /Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages/numpy/core/include Thank you for your quick response. compilation terminated. ^~~~~~~~~~ Hi @lrdsouza , I tried installing python3-dev but I am still getting this error Is there any other reason for that? copying shap/plots/dependence.py -> build/lib.macosx-10.6-intel-3.6/shap/plots I am not sure what it is, it may be that some file is corrupted. copying shap/explainers/mimic.py -> build/lib.linux-x86_64-3.6/shap/explainers creating build/lib.linux-x86_64-3.6/shap/explainers/deep creating build/lib.linux-x86_64-3.6/shap copying shap/explainers/other/random.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers/other shell creating build/lib.macosx-10.6-intel-3.6/shap/plots/resources copying shap/explainers/partition.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers copying shap/explainers/deep/init.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers/deep # if you have pip already installed, # if your pip is aliased as pip3 (Python 3), # if you get a permissions error when upgrading pip, # upgrade pip scoped to the current user (if you get permissions error), # Installing directly from get-pip.py (MacOS and Linux), # alternative for Red Hat / CentOS / Fedora, This sometimes helps because a pre-release version of the package might have a, # use correct version of Python when creating VENV, # activate on Windows (PowerShell), # install the specific package in the virtual environment. Installation error in virtualenv on Linux, https://files.pythonhosted.org/packages/a8/77/b504e43e21a2ba543a1ac4696718beb500cfa708af2fb57cb54ce299045c/shap-0.35.0.tar.gz, gcc: error trying to exec 'cc1plus': execvp: No such file or directory. ERROR: Failed building wheel for shap Running setup.py clean for shap Failed to build shap Installing collected packages: shap . creating build/temp.linux-x86_64-3.6/shap Already on GitHub? Once we have a wheel, pip can install the wheel by unpacking it correctly. by the package. It seems that it cannot find stdio.h, wich is a C++ library. copying shap/explainers/init.py -> build/lib.linux-x86_64-3.6/shap/explainers copying shap/plots/embedding.py -> build/lib.linux-x86_64-3.6/shap/plots Installing collected packages: shap copying shap/common.py -> build/lib.macosx-10.6-intel-3.6/shap copying shap/plots/monitoring.py -> build/lib.macosx-10.6-intel-3.6/shap/plots copying shap/plots/partial_dependence.py -> build/lib.linux-x86_64-3.6/shap/plots The result was Failed to build hddfancontrol. Download files section of the package's Building wheel for shap (setup.py) error #1124 - Github creating build/lib.macosx-10.6-intel-3.6/shap/explainers/deep Anyway I got the solution to a similar problem on Windows. PEP 517 and projects that can't install via wheels So, the error might simply be a matter of how the developer packaged and deployed the project. Solved Error: Failed building wheel for cx_oracle - Python Please help me. copying shap/plots/waterfall.py -> build/lib.linux-x86_64-3.6/shap/plots Requirement already satisfied: tqdm>4.25.0 in ./virtual/lib/python3.6/site-packages (from shap) (4.36.1)

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