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error: failed building wheel for shap

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Running setup.py install for shap error copying shap/tree_shap.h -> build/lib.linux-x86_64-3.6/shap creating build/lib.linux-x86_64-3.6/shap/explainers/deep copying shap/benchmark/metrics.py -> build/lib.linux-x86_64-3.6/shap/benchmark warnings.warn(msg) copying shap/explainers/other/maple.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers/other 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 Hi @lrdsouza , I tried installing python3-dev but I am still getting this error Is there any other reason for that? copying shap/init.py -> build/lib.linux-x86_64-3.6/shap I think pip tries to import the wheel python package, and if that succeeds assumes that the wheel command is also available. "Looking for a specific release" table. copying shap/explainers/additive.py -> build/lib.linux-x86_64-3.6/shap/explainers Building wheel for blis (PEP 517): still running. PEP 517 and projects that can't install via wheels copying shap/plots/resources/bundle.js -> build/lib.macosx-10.6-intel-3.6/shap/plots/resources Requirement already satisfied: six>=1.5 in ./env/lib/python3.6/site-packages (from python-dateutil>=2.6.1->pandas->shap) After updating pip, setuptools and wheel, run the following command to Already on GitHub? 565), Improving the copy in the close modal and post notices - 2023 edition, New blog post from our CEO Prashanth: Community is the future of AI. python - What is the meaning of "Failed building wheel for X" in pip Your error message here is due to the wheel package being missing, which contains the logic required to build the wheels in setup.py bdist_wheel. Sign in pypi.org page, I can see the supported Building wheel for shap (setup.py) error If that didn't help, try to run the pip install command with the --upgrade If you are using python3, then install python3-dev or python2-dev if you are using python 2. issue : while installing opencv python via, pip3 install --upgrade pip setuptools wheel, After this you still might received fallowing error error. numpy.get_include() /home/leonardo/virtual/lib/python3.6/site-packages/numpy/core/include copying shap/plots/image.py -> build/lib.linux-x86_64-3.6/shap/plots copying shap/explainers/partition.py -> build/lib.linux-x86_64-3.6/shap/explainers cwd: /tmp/pip-install-tzo_jona/shap/ warnings.warn(msg) It solves the problem. creating build/lib.linux-x86_64-3.6/shap/explainers/deep copying shap/explainers/explainer.py -> build/lib.linux-x86_64-3.6/shap/explainers official docs. copying shap/explainers/explainer.py -> build/lib.linux-x86_64-3.6/shap/explainers Is there a way to skip wheel generation (. copying shap/plots/partial_dependence.py -> build/lib.macosx-10.6-intel-3.6/shap/plots copying shap/explainers/sampling.py -> build/lib.linux-x86_64-3.6/shap/explainers Well occasionally send you account related emails. The error "Failed building wheel for X" occurs for multiple reasons: Open your terminal and run the following command to install wheel. copying shap/explainers/pytree.py -> build/lib.linux-x86_64-3.6/shap/explainers copying shap/plots/force_matplotlib.py -> build/lib.linux-x86_64-3.6/shap/plots Make sure to tick the following options if you get prompted: You can download a specific Python version that is supported by the package if Installing collected packages: shap ModuleNotFoundError: No module named 'ConfigParser' What is the meaning of "Failed building wheel for X" in pip install? I am not sure what it is, it may be that some file is corrupted. It does not answer the question. running build copying shap/plots/bar.py -> build/lib.linux-x86_64-3.6/shap/plots Thanks @alexcoca. x86_64-linux-gnu-gcc -pthread -DNDEBUG -g -fwrapv -O2 -Wall -g -fstack-protector-strong -Wformat -Werror=format-security -Wdate-time -D_FORTIFY_SOURCE=2 -fPIC -I/usr/include/python3.6m -I/home/leonardo/virtual/include/python3.6m -I/home/leonardo/virtual/lib/python3.6/site-packages/numpy/core/include -c shap/_cext.cc -o build/temp.linux-x86_64-3.6/shap/_cext.o copying shap/plots/image.py -> build/lib.linux-x86_64-3.6/shap/plots copying shap/explainers/kernel.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers Just run !pip install shap in a different cell. Requirement already satisfied: joblib>=0.11 in /Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages (from scikit-learn->shap) (0.14.1) copying shap/benchmark/experiments.py -> build/lib.macosx-10.6-intel-3.6/shap/benchmark copying shap/benchmark/init.py -> build/lib.macosx-10.6-intel-3.6/shap/benchmark The error was fixed by running the following: Alternatively, the "wheel" can be downloaded directly from here. :). copying shap/plots/decision.py -> build/lib.macosx-10.6-intel-3.6/shap/plots copying shap/plots/colors.py -> build/lib.linux-x86_64-3.6/shap/plots copying shap/plots/resources/bundle.js -> build/lib.macosx-10.6-intel-3.6/shap/plots/resources copying shap/benchmark/measures.py -> build/lib.linux-x86_64-3.6/shap/benchmark That said, pip always tries to install packages via wheels as often as it can. copying shap/plots/resources/bundle.js -> build/lib.linux-x86_64-3.6/shap/plots/resources If that didn't help, try creating a virtual environment. copying shap/explainers/pytree.py -> build/lib.linux-x86_64-3.6/shap/explainers even after installing wheel its not working for me ! copying shap/explainers/partition.py -> build/lib.linux-x86_64-3.6/shap/explainers privacy statement. copying shap/tree_shap.h -> build/lib.linux-x86_64-3.6/shap The cause was error: invalid command 'bdist_wheel' and Running setup.py bdist_wheel for hddfancontrol error. ERROR: Command errored out with exit status 1: copying shap/explainers/permutation.py -> build/lib.linux-x86_64-3.6/shap/explainers reasons: First, if you are on macOS or Linux, install the prerequisites. copying shap/plots/text.py -> build/lib.macosx-10.6-intel-3.6/shap/plots command: /home/leonardo/virtual/bin/python3 -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-install-tzo_jona/shap/setup.py'"'"'; file='"'"'/tmp/pip-install-tzo_jona/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-record-33kyy1ha/install-record.txt --single-version-externally-managed --compile --install-headers /home/leonardo/virtual/include/site/python3.6/shap copying shap/explainers/other/init.py -> build/lib.macosx-10.6-intel-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' running build_ext running install copying shap/plots/partial_dependence.py -> build/lib.linux-x86_64-3.6/shap/plots copying shap/benchmark/measures.py -> build/lib.linux-x86_64-3.6/shap/benchmark Why is it shorter than a normal address? Hi, I'm trying to install the SHAP package in a virtual environment that I use on a computer at my university, but the following error appears: `Collecting shap Manhwa where an orphaned woman is reincarnated into a story as a saintess candidate who is mistreated by others, Counting and finding real solutions of an equation. creating build If that fails for any reason, you get the "Failed building wheel for pycparser" message and pip falls back to installing directly (via setup.py install ). copying shap/explainers/gradient.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers creating build/lib.macosx-10.6-intel-3.6/shap/plots/resources copying shap/plots/summary.py -> build/lib.linux-x86_64-3.6/shap/plots Requirement already satisfied: python-dateutil>=2.6.1 in /Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages (from pandas->shap) (2.8.1) copying shap/plots/resources/logoSmallGray.png -> build/lib.linux-x86_64-3.6/shap/plots/resources Building wheel for shap (setup.py) error copying shap/plots/force_matplotlib.py -> build/lib.macosx-10.6-intel-3.6/shap/plots cwd: /private/var/folders/l6/p8839_gj0wq_m6_2f7dsk5zh0000gn/T/pip-install-nfj4b1w4/shap/ If that doesn't work, you have to install a Python version that is in the You can also try to construct a suitable installation command from the Requirement already satisfied: six>=1.5 in ./virtual/lib/python3.6/site-packages (from python-dateutil>=2.6.1->pandas->shap) (1.12.0) copying shap/explainers/permutation.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers and installing it using the below command. copying shap/plots/summary.py -> build/lib.linux-x86_64-3.6/shap/plots copying shap/benchmark/experiments.py -> build/lib.linux-x86_64-3.6/shap/benchmark You don't have any packages that clash with the package you're trying to copying shap/explainers/other/init.py -> build/lib.linux-x86_64-3.6/shap/explainers/other copying shap/plots/monitoring.py -> build/lib.linux-x86_64-3.6/shap/plots building 'shap._cext' extension copying shap/plots/dependence.py -> build/lib.linux-x86_64-3.6/shap/plots running build_ext The error "Failed building wheel for psycopg2" error occurs for multiple file is located and install it. creating build/lib.linux-x86_64-3.6/shap/plots 3 Answers. copying shap/benchmark/experiments.py -> build/lib.linux-x86_64-3.6/shap/benchmark copying shap/explainers/deep/init.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers/deep copying shap/benchmark/methods.py -> build/lib.macosx-10.6-intel-3.6/shap/benchmark Thank you for your quick response. pypi page of wheel by clicking on the running bdist_wheel PyAudio install error : Failed building wheel - Stack Overflow copying shap/common.py -> build/lib.macosx-10.6-intel-3.6/shap Do that in every new virtual environment created with venv. copying shap/plots/init.py -> build/lib.linux-x86_64-3.6/shap/plots This answer saved me, I was trying to install PandasGUI on WSL and kept getting the error "Can't build wheel for evdev", and no answers on the internet worked, but yours did! running build_ext /Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/distutils/dist.py:261: UserWarning: Unknown distribution option: 'long_description_content_type' issue : while installing opencv python via, pip3 install --upgrade pip setuptools wheel, After this you still might received fallowing error error. copying shap/datasets.py -> build/lib.linux-x86_64-3.6/shap Download files section of the package's running build Did the drapes in old theatres actually say "ASBESTOS" on them? If the error is not resolved, try running the pip install command with the creating build/lib.linux-x86_64-3.6/shap/benchmark ERROR: Failed building wheel for numpy Failed to build numpy ERROR: Could not build wheels for numpy, which is required to install pyproject.toml-based projects joblib numpy numpyjoblib 4. Don't use the default Python 2 that's pre-installed on your Mac because mysqlclient latest version only supports Python 3 (requires Python >=3.5) copying shap/explainers/init.py -> build/lib.linux-x86_64-3.6/shap/explainers Failed to build shap copying shap/explainers/other/coefficent.py -> build/lib.linux-x86_64-3.6/shap/explainers/other On Red Hat based distribution, please install nmap CLI as follow: I got same error while installing termcolor and I fixed it by reinstalling it . copying shap/plots/force_matplotlib.py -> build/lib.linux-x86_64-3.6/shap/plots Requirement already satisfied: pytz>=2017.2 in ./virtual/lib/python3.6/site-packages (from pandas->shap) (2019.3) prerequisites and rerun the pip install uWSGI command. copying shap/explainers/linear.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers This is because of various advantages of using wheels (like faster installs, cache-able, not executing code again etc) and the fact that it is a standardizd format; unlike the (deprecated) setup.py install interface. copying shap/benchmark/models.py -> build/lib.linux-x86_64-3.6/shap/benchmark creating build/lib.linux-x86_64-3.6 error when install shap in Jupitor Notebook - Stack Overflow The apt python3 wheel command package is named python-wheel-common. Requirement already satisfied: pandas in ./virtual/lib/python3.6/site-packages (from shap) (0.25.3) What does "up to" mean in "is first up to launch"? copying shap/explainers/other/treegain.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers/other copying shap/explainers/other/maple.py -> build/lib.linux-x86_64-3.6/shap/explainers/other 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? creating build/lib.macosx-10.6-intel-3.6 copying shap/explainers/tf_utils.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers So, the error might simply be a matter of how the developer packaged and deployed the project. Python versions in the sidebar on the left, under Meta > Requires. copying shap/explainers/other/coefficent.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers/other 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. copying shap/explainers/other/treegain.py -> build/lib.linux-x86_64-3.6/shap/explainers/other You signed in with another tab or window. copying shap/plots/colorconv.py -> build/lib.linux-x86_64-3.6/shap/plots copying shap/explainers/permutation.py -> build/lib.linux-x86_64-3.6/shap/explainers copying shap/init.py -> build/lib.macosx-10.6-intel-3.6/shap copying shap/explainers/tf_utils.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers On ubuntu, I got similar issue, which is because I didn't have gcc installed. After using the officially documented method, I no longer received the error when installing my packages. running build_py Yesterday, I got the same error: Failed building wheel for hddfancontrol when I ran pip3 install hddfancontrol. Requirement already satisfied: scikit-learn in ./env/lib/python3.6/site-packages (from shap) creating build/temp.linux-x86_64-3.6/shap copying shap/plots/text.py -> build/lib.macosx-10.6-intel-3.6/shap/plots copying shap/explainers/deep/deep_tf.py -> build/lib.linux-x86_64-3.6/shap/explainers/deep Have a question about this project? To solve the error "Failed building wheel for uwsgi", run the 1 error generated. However, at the step for installing Box2D with pip, I get the errors below. copying shap/explainers/tf_utils.py -> build/lib.linux-x86_64-3.6/shap/explainers Now, click on the Installing this too fixes the "failed building wheel" errors for me. creating build/lib.macosx-10.6-intel-3.6/shap/plots/resources How a top-ranked engineering school reimagined CS curriculum (Ep. install torch. I discovered that their setup and build process is slightly different, and does indeed included building a wheel file. What does ** (double star/asterisk) and * (star/asterisk) do for parameters? `Collecting shap running build_py How did you solve it? copying shap/plots/dependence.py -> build/lib.macosx-10.6-intel-3.6/shap/plots copying shap/explainers/deep/deep_tf.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers/deep The apt python3 wheel command package is named python-wheel-common. Sooner or later we would end up executing this command so better to have this executed first. version will likely be different. official python.org website and running it. copying shap/explainers/tree.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers download an older version. If you are trying to install the numba package, you can download its .whl copying shap/explainers/linear.py -> build/lib.linux-x86_64-3.6/shap/explainers package's pypi page. 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'"'"'))' install --record /private/var/folders/l6/p8839_gj0wq_m6_2f7dsk5zh0000gn/T/pip-record-nhb7fqct/install-record.txt --single-version-externally-managed --compile --install-headers /Library/Frameworks/Python.framework/Versions/3.6/include/python3.6m/shap ERROR: Failed building wheel for cymem Running setup.py clean for cymem Building wheel for blis (PEP 517): started Building wheel for blis (PEP 517): still running. If the .whl files are not available for your version of Python, you can option. This error mostly comes up when you do not have the required packages needed by wheel. copying shap/explainers/gradient.py -> build/lib.linux-x86_64-3.6/shap/explainers the package's pypi page. copying shap/explainers/permutation.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers python-wheel, A build-system independent format for source trees, Finding dictionaries which don't have forbidden key-value pairs in Python, Check if key exists in a Python dict in Jinja2 templates, Python: Binary search does not work correctly (Python), Mime: Sending Multipart html emails which contain embedded images, Plot different DataFrames in the same figure in Python. Share Improve this answer Follow edited Jan 11, 2022 at 8:47 buddemat 4,329 13 26 48 answered Jan 11, 2022 at 1:30 hashmim99 19 2 I've add but still have this error - m.k Nov 2, 2022 at 12:51 Add a comment Your Answer The apt python3 code package is named python3-wheel. copying shap/plots/embedding.py -> build/lib.linux-x86_64-3.6/shap/plots copying shap/plots/decision.py -> build/lib.linux-x86_64-3.6/shap/plots copying shap/benchmark/plots.py -> build/lib.linux-x86_64-3.6/shap/benchmark running bdist_wheel You should also upgrade your version of pip. Pip not picking up build requirements from pyproject.toml You signed in with another tab or window. Tags: copying shap/explainers/tree.py -> build/lib.linux-x86_64-3.6/shap/explainers This is a truly popular question here at SO, but none of the many answers I have looked at, clearly explain what this error really mean, and why it occurs. copying shap/explainers/deep/deep_pytorch.py -> build/lib.linux-x86_64-3.6/shap/explainers/deep Why in the Sierpiski Triangle is this set being used as the example for the OSC and not a more "natural"? creating build/lib.linux-x86_64-3.6 copying shap/explainers/deep/deep_pytorch.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers/deep copying shap/plots/colors.py -> build/lib.linux-x86_64-3.6/shap/plots If the package is not a wheel, pip tries to build a wheel for it (via setup.py bdist_wheel). I'm sure that is not the only reason for the error, but I'm willing to bet that is a major reason for it. https://www.lfd.uci.edu/~gohlke/pythonlibs/ sudo apt upgrade copying shap/plots/dependence.py -> build/lib.linux-x86_64-3.6/shap/plots If that fails for any reason, you get the "Failed building wheel for pycparser" message and pip falls back to installing directly (via setup.py install). the Download files section of Make sure to use the correct command to activate your virtual environment copying shap/explainers/deep/init.py -> build/lib.linux-x86_64-3.6/shap/explainers/deep Connect and share knowledge within a single location that is structured and easy to search. x86_64-linux-gnu-gcc -pthread -DNDEBUG -g -fwrapv -O2 -Wall -g -fstack-protector-strong -Wformat -Werror=format-security -Wdate-time -D_FORTIFY_SOURCE=2 -fPIC -I/home/surd-tech/MyCode/RIAttrition/env/include -I/usr/include/python3.6m -I/home/surd-tech/MyCode/RIAttrition/env/lib/python3.6/site-packages/numpy/core/include -c shap/_cext.cc -o build/temp.linux-x86_64-3.6/shap/_cext.o copying shap/plots/dependence.py -> build/lib.linux-x86_64-3.6/shap/plots I stuck with this problem for several hours when I was trying to install a package that requires 'isal', but isal installation failed: The solution that works for me is installing libtool. copying shap/benchmark/metrics.py -> build/lib.linux-x86_64-3.6/shap/benchmark /usr/lib/python3.6/distutils/dist.py:261: UserWarning: Unknown distribution option: 'long_description_content_type' copying shap/plots/image.py -> build/lib.macosx-10.6-intel-3.6/shap/plots copying shap/plots/text.py -> build/lib.linux-x86_64-3.6/shap/plots copying shap/explainers/bruteforce.py -> build/lib.linux-x86_64-3.6/shap/explainers The error "Failed building wheel for grpcio" error occurs for multiple reasons: After updating pip, setuptools and wheel, run the following command to copying shap/plots/bar.py -> build/lib.linux-x86_64-3.6/shap/plots creating build copying shap/explainers/other/random.py -> build/lib.linux-x86_64-3.6/shap/explainers/other psycopg2-binary. copying shap/explainers/partition.py -> build/lib.linux-x86_64-3.6/shap/explainers copying shap/plots/monitoring.py -> build/lib.linux-x86_64-3.6/shap/plots The mysqlclient module is a fork of If the error persists, check if your Python version is supported by copying shap/explainers/kernel.py -> build/lib.linux-x86_64-3.6/shap/explainers The apt python3 code package is named python3-wheel. copying shap/plots/force.py -> build/lib.linux-x86_64-3.6/shap/plots running build_py the pip install command with the --pre option. pypi page. Building wheel for shap (setup.py) error. If that fails for any reason (like, missing system level libraries, incompatibilities with your system, bad version string in the built wheel, etc), you get the "Failed building wheel for {}" message. You can check if a package has wheels available for a specific Python version in copying shap/plots/colorconv.py -> build/lib.macosx-10.6-intel-3.6/shap/plots error copying shap/explainers/other/maple.py -> build/lib.linux-x86_64-3.6/shap/explainers/other Browse other questions tagged, Where developers & technologists share private knowledge with coworkers, Reach developers & technologists worldwide. copying shap/plots/colors.py -> build/lib.macosx-10.6-intel-3.6/shap/plots copying shap/datasets.py -> build/lib.macosx-10.6-intel-3.6/shap What does the "yield" keyword do in Python? copying shap/plots/waterfall.py -> build/lib.macosx-10.6-intel-3.6/shap/plots copying shap/datasets.py -> build/lib.linux-x86_64-3.6/shap verbose mode. You can do that by opening CMD and typing python. copying shap/tree_shap.h -> build/lib.macosx-10.6-intel-3.6/shap running build Requirement already satisfied: numpy in ./virtual/lib/python3.6/site-packages (from shap) (1.17.3) ERROR: Command errored out with exit status 1: copying shap/explainers/other/lime.py -> build/lib.linux-x86_64-3.6/shap/explainers/other ERROR: Command errored out with exit status 1: Please help me. copying shap/explainers/init.py -> build/lib.linux-x86_64-3.6/shap/explainers /usr/lib/python3.6/distutils/dist.py:261: UserWarning: Unknown distribution option: 'long_description_content_type' Collecting shap Thanks for contributing an answer to Stack Overflow! creating build/temp.linux-x86_64-3.6/shap copying shap/init.py -> build/lib.linux-x86_64-3.6/shap Pillow installed. First, get your Python version and check if your Python installation is 64-bit How to check for #1 being either `d` or `h` with latex3? copying shap/explainers/sampling.py -> build/lib.linux-x86_64-3.6/shap/explainers @lrdsouza. copying shap/benchmark/measures.py -> build/lib.macosx-10.6-intel-3.6/shap/benchmark Viewed 1k times. located (e.g. copying shap/plots/dependence.py -> build/lib.linux-x86_64-3.6/shap/plots First of all download this whl file according to your system For 32-bit: numpy1.21.2+mklcp310cp310win32.whl error: command '/Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/clang' failed with exit status 1 To learn more, see our tips on writing great answers. I'm not a ma users, but do you guys have a c++ compiler installed? Solution 1: try the unofficial wheels Might be Numpy Latest version is not support python latest version thats why you are facing this error. copying shap/plots/embedding.py -> build/lib.macosx-10.6-intel-3.6/shap/plots By clicking Sign up for GitHub, you agree to our terms of service and I'm sure that is not the only reason for the error, but I'm willing to bet that is a major reason for it. copying shap/explainers/linear.py -> build/lib.linux-x86_64-3.6/shap/explainers Your error message here is due to the wheel package being missing, which contains the logic required to build the wheels in setup.py bdist_wheel. Some parts of shap are written in C++ so you need that configured on your system. install h5py. creating build/lib.linux-x86_64-3.6/shap copying shap/init.py -> build/lib.linux-x86_64-3.6/shap It has worked for me when I have installed these two. What is the meaning of single and double underscore before an object name? pip install shap --no-cache-dir didn't work too. running install copying shap/explainers/bruteforce.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers If that didn't help, use the --pre option to include pre-release and warnings.warn(msg) 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. rev2023.4.21.43403. copying shap/plots/init.py -> build/lib.linux-x86_64-3.6/shap/plots creating build/temp.linux-x86_64-3.6 ERROR: Failed building wheel for shap Running setup.py clean for shap Failed to build shap Installing collected packages: shap Running setup.py install for shap . By default pip only finds stable versions. Using cached shap-0.34.0.tar.gz (264 kB) Installing libgl solved the error for me. Using cached https://files.pythonhosted.org/packages/a8/77/b504e43e21a2ba543a1ac4696718beb500cfa708af2fb57cb54ce299045c/shap-0.35.0.tar.gz Installing libgl solved the error for me. copying shap/explainers/gradient.py -> build/lib.linux-x86_64-3.6/shap/explainers copying shap/explainers/explainer.py -> build/lib.linux-x86_64-3.6/shap/explainers numpy.get_include() /Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages/numpy/core/include The text was updated successfully, but these errors were encountered: I have the problem ,too.Do you know how to solve it now? Unfortunately I had to contact the server administrator to install the python-dev package, as this package contains the header files you need to create python extensions. Click on the link, select your operating system and your environment, and copy the command from the "Run this Command" section. If the error persists, follow the instructions in my copying shap/explainers/other/lime.py -> build/lib.linux-x86_64-3.6/shap/explainers/other copying shap/plots/bar.py -> build/lib.macosx-10.6-intel-3.6/shap/plots copying shap/benchmark/methods.py -> build/lib.linux-x86_64-3.6/shap/benchmark It might be helpful to address this question from a package deployment perspective. article. creating build python-3.x copying shap/explainers/other/coefficent.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers/other reasons: After updating pip, setuptools and wheel, run the following command to 1 You need to add the shap module to the Jupyter environment. copying shap/benchmark/models.py -> build/lib.linux-x86_64-3.6/shap/benchmark install uwsgi. --no-use-pep517 option. Looking for job perks? For example, I would download the Running setup.py clean for shap copying shap/benchmark/methods.py -> build/lib.macosx-10.6-intel-3.6/shap/benchmark copying shap/explainers/explainer.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers copying shap/explainers/partition.py -> build/lib.linux-x86_64-3.6/shap/explainers creating build/lib.linux-x86_64-3.6/shap x86_64-linux-gnu-gcc -pthread -DNDEBUG -g -fwrapv -O2 -Wall -g -fstack-protector-strong -Wformat -Werror=format-security -Wdate-time -D_FORTIFY_SOURCE=2 -fPIC -I/home/surd-tech/MyCode/RIAttrition/env/include -I/usr/include/python3.6m -I/home/surd-tech/MyCode/RIAttrition/env/lib/python3.6/site-packages/numpy/core/include -c shap/_cext.cc -o build/temp.linux-x86_64-3.6/shap/_cext.o creating build/lib.linux-x86_64-3.6/shap/plots If you have administrator permissions then sudo apt-get install python-dev or sudo apt-get install python3-dev. copying shap/explainers/additive.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers

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