error: failed building wheel for shap

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cwd: /private/var/folders/l6/p8839_gj0wq_m6_2f7dsk5zh0000gn/T/pip-install-nfj4b1w4/shap/ creating build/lib.linux-x86_64-3.6/shap/benchmark copying shap/explainers/other/init.py -> build/lib.linux-x86_64-3.6/shap/explainers/other copying shap/plots/colorconv.py -> build/lib.macosx-10.6-intel-3.6/shap/plots Requirement already satisfied: tqdm>4.25.0 in ./virtual/lib/python3.6/site-packages (from shap) (4.36.1) running bdist_wheel Python versions in the sidebar on the left, under Meta > Requires. 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. ---------------------------------------- creating build/lib.linux-x86_64-3.6/shap/benchmark copying shap/plots/force.py -> build/lib.linux-x86_64-3.6/shap/plots creating build/lib.linux-x86_64-3.6/shap/explainers 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 You signed in with another tab or window. install. Sooner or later we would end up executing this command so better to have this executed first. On Ubuntu 18.04, I ran into this issue because the apt package for wheel does not include the wheel command. copying shap/explainers/deep/deep_pytorch.py -> build/lib.linux-x86_64-3.6/shap/explainers/deep 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? If your Python version doesn't meet the requirements, the error occurs. The error "Failed building wheel for mysqlclient" error occurs for multiple copying shap/plots/colors.py -> build/lib.macosx-10.6-intel-3.6/shap/plots Same error on my ubuntu system 16.04 where gcc and all other build-essential are already installed. install uwsgi. rev2023.4.21.43403. copying shap/common.py -> build/lib.linux-x86_64-3.6/shap copying shap/explainers/other/treegain.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers/other copying shap/plots/resources/logoSmallGray.png -> build/lib.linux-x86_64-3.6/shap/plots/resources copying shap/plots/resources/bundle.js -> build/lib.linux-x86_64-3.6/shap/plots/resources After using the officially documented method, I no longer received the error when installing my packages. creating build/lib.macosx-10.6-intel-3.6/shap Requirement already satisfied: python-dateutil>=2.6.1 in ./env/lib/python3.6/site-packages (from pandas->shap) copying shap/plots/decision.py -> build/lib.macosx-10.6-intel-3.6/shap/plots 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. install torch. building 'shap._cext' extension the steps. It has worked for me when I have installed these two. To learn more, see our tips on writing great answers. /Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/bin/../include/c++/v1/stdio.h:108:15: fatal error: 'stdio.h' file not found error: command 'x86_64-linux-gnu-gcc' failed with exit status 1 warnings.warn(msg) copying shap/plots/embedding.py -> build/lib.linux-x86_64-3.6/shap/plots running build copying shap/plots/decision.py -> build/lib.linux-x86_64-3.6/shap/plots 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. creating build/lib.macosx-10.6-intel-3.6/shap/explainers copying shap/explainers/gradient.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers copying shap/explainers/kernel.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers How did you solve it? running build_py Solved Error: Failed building wheel for cx_oracle - Python - YouTube How to fix the issue "Error: Failed building wheel for cx_oracle python" How to fix the issue "Error: Failed. creating build/lib.macosx-10.6-intel-3.6/shap/benchmark copying shap/benchmark/plots.py -> build/lib.macosx-10.6-intel-3.6/shap/benchmark What does the power set mean in the construction of Von Neumann universe? Collecting shap Requirement already satisfied: pandas in ./env/lib/python3.6/site-packages (from shap) If the .whl files are not available for your version of Python, try running Complete output (71 lines): Building wheels for collected packages: shap Installation error in virtualenv on Linux #1036 - Github pypi page. creating build/lib.macosx-10.6-intel-3.6/shap/plots/resources Requirement already satisfied: scipy in ./env/lib/python3.6/site-packages (from shap) 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. pip tries to install packages via wheels as often as it can. copying shap/plots/waterfall.py -> build/lib.linux-x86_64-3.6/shap/plots copying shap/plots/dependence.py -> build/lib.macosx-10.6-intel-3.6/shap/plots Installing collected packages: shap pypi page of wheel by clicking on the When downloaded, it can be installed by running the following: Since, nobody seem to mention this apart myself. copying shap/explainers/deep/init.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers/deep copying shap/benchmark/models.py -> build/lib.linux-x86_64-3.6/shap/benchmark copying shap/tree_shap.h -> build/lib.linux-x86_64-3.6/shap ^~~~~~~~~ There are many tutorials out there that explain how to publish a package to PyPi. copying shap/explainers/partition.py -> build/lib.linux-x86_64-3.6/shap/explainers Install shap in SAP Data Intelligence | SAP Community Requirement already satisfied: pandas in /Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages (from shap) (1.0.3) copying shap/explainers/deep/deep_tf.py -> build/lib.linux-x86_64-3.6/shap/explainers/deep If the error is not resolved, try installing the package with the Your virtual environment will use the version of Python that was used to create sudo apt update Building wheel for shap (setup.py) error #1124 - Github The error "Failed building wheel for torch" error occurs for multiple copying shap/plots/decision.py -> build/lib.macosx-10.6-intel-3.6/shap/plots creating build/temp.macosx-10.6-intel-3.6 Using cached https://files.pythonhosted.org/packages/a8/77/b504e43e21a2ba543a1ac4696718beb500cfa708af2fb57cb54ce299045c/shap-0.35.0.tar.gz copying shap/benchmark/models.py -> build/lib.linux-x86_64-3.6/shap/benchmark To subscribe to this RSS feed, copy and paste this URL into your RSS reader. copying shap/explainers/permutation.py -> build/lib.linux-x86_64-3.6/shap/explainers Did the drapes in old theatres actually say "ASBESTOS" on them? This error mostly comes up when you do not have the required packages needed by wheel. file from the copying shap/plots/dependence.py -> build/lib.linux-x86_64-3.6/shap/plots If that didn't help, use the --pre option to include pre-release and 1 error generated. Building wheel for shap (setup.py) error. Thanks! copying shap/explainers/other/maple.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers/other copying shap/explainers/tree.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers Requirement already satisfied: pandas in ./virtual/lib/python3.6/site-packages (from shap) (0.25.3) What differentiates living as mere roommates from living in a marriage-like relationship? How can I install packages using pip according to the requirements.txt file from a local directory? copying shap/datasets.py -> build/lib.linux-x86_64-3.6/shap copying shap/plots/bar.py -> build/lib.macosx-10.6-intel-3.6/shap/plots @lrdsouza. running build_py copying shap/plots/colorconv.py -> build/lib.linux-x86_64-3.6/shap/plots Failed to build shap 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 ). Running setup.py install for shap error Did you have an older version of setuptools or wheel installed? the Download files section of the ERROR: Command errored out with exit status 1: /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 Check the logs for full command output.`. The error is sometimes caused when the package you are trying to install doesn't First, make sure to install gcc and python3-dev if you are on Linux. https://www.lfd.uci.edu/~gohlke/pythonlibs/ copying shap/explainers/tree.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers Which command works depends on your operating system and your version of Python. creating build/temp.macosx-10.6-intel-3.6/shap 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 . creating build/lib.macosx-10.6-intel-3.6/shap/plots copying shap/common.py -> build/lib.linux-x86_64-3.6/shap version will likely be different. My own solution to the above problem is most often to make sure to disable the cached copy by using: pip install --no-cache-dir. creating build/lib.linux-x86_64-3.6/shap copying shap/plots/summary.py -> build/lib.linux-x86_64-3.6/shap/plots reasons: First, if you are on macOS or Linux, install the prerequisites. When the pip install command is run in verbose mode, the command shows more copying shap/datasets.py -> build/lib.linux-x86_64-3.6/shap copying shap/explainers/deep/deep_pytorch.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers/deep copying shap/benchmark/models.py -> build/lib.macosx-10.6-intel-3.6/shap/benchmark copying shap/explainers/other/random.py -> build/lib.linux-x86_64-3.6/shap/explainers/other install. 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 @hoefling: your first comment was the true reason and could be an answer. copying shap/benchmark/measures.py -> build/lib.linux-x86_64-3.6/shap/benchmark Installing libgl solved the error for me. 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 failure to install home assistant : r/homeassistant - Reddit copying shap/explainers/init.py -> build/lib.linux-x86_64-3.6/shap/explainers # add it to your LIBRARY_PATH env variable, # first, uninstall psycopg2 first. /Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/distutils/dist.py:261: UserWarning: Unknown distribution option: 'long_description_content_type' copying shap/plots/force.py -> build/lib.linux-x86_64-3.6/shap/plots If just getting rid of the message is your goal, this may count as a fix, otherwise I'd call this a workaround. /usr/lib/python3.6/distutils/dist.py:261: UserWarning: Unknown distribution option: 'long_description_content_type' copying shap/tree_shap.h -> build/lib.macosx-10.6-intel-3.6/shap copying shap/benchmark/measures.py -> build/lib.macosx-10.6-intel-3.6/shap/benchmark Sounds weird but that might be the case. creating build/lib.linux-x86_64-3.6/shap/plots/resources copying shap/explainers/linear.py -> build/lib.linux-x86_64-3.6/shap/explainers Fix failed building wheel for macOS. It might be helpful to address this question from a package deployment perspective. If you are on macOS, make sure you have openssl installed. copying shap/benchmark/metrics.py -> build/lib.linux-x86_64-3.6/shap/benchmark creating build/temp.linux-x86_64-3.6 copying shap/explainers/init.py -> build/lib.linux-x86_64-3.6/shap/explainers .whl file under "Built Distribution". You don't have any packages that clash with the package you're trying to building 'shap._cext' extension The openssl location might be different depending on your operating system, ERROR: Could not build wheels for scipy which use PEP 517 and cannot be To solve the error "Failed building wheel for uwsgi", run the creating build/lib.linux-x86_64-3.6/shap/plots/resources copying shap/plots/resources/bundle.js -> build/lib.macosx-10.6-intel-3.6/shap/plots/resources 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. copying shap/plots/resources/bundle.js -> 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 A build-system independent format for source trees. In file included from shap/_cext.cc:3: Solution 1: try the unofficial wheels Might be Numpy Latest version is not support python latest version thats why you are facing this error. /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 copying shap/plots/dependence.py -> build/lib.linux-x86_64-3.6/shap/plots copying shap/init.py -> build/lib.linux-x86_64-3.6/shap article. Appreciate it. Installing this too fixes the "failed building wheel" errors for me. copying shap/tree_shap.h -> build/lib.macosx-10.6-intel-3.6/shap copying shap/plots/colors.py -> build/lib.linux-x86_64-3.6/shap/plots In my case, update the pip versin after create the venv, this update pip from 9.0.1 to 20.3.1, Then, I install wheel package after update pip. copying shap/explainers/partition.py -> build/lib.linux-x86_64-3.6/shap/explainers By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. I discovered that their setup and build process is slightly different, and does indeed included building a wheel file. copying shap/explainers/deep/deep_tf.py -> build/lib.linux-x86_64-3.6/shap/explainers/deep Complete output (78 lines): Anyway, from pip's POV, it failed to build the wheel and thus it installs normally. 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. copying shap/explainers/other/maple.py -> build/lib.linux-x86_64-3.6/shap/explainers/other copying shap/plots/resources/bundle.js -> build/lib.linux-x86_64-3.6/shap/plots/resources copying shap/explainers/pytree.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers #include --no-use-pep517 option. The result was Failed to build hddfancontrol. copying shap/explainers/pytree.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers copying shap/explainers/kernel.py -> build/lib.linux-x86_64-3.6/shap/explainers Having installed packages that clash with the package we are trying to You should also upgrade your version of pip. running build_py This is because of various advantages of using wheels (like faster installs, cache-able, not executing code again etc). the package doesn't support the latest Python version. Yesterday, I got the same error: Failed building wheel for hddfancontrol when I ran pip3 install hddfancontrol. creating build/lib.macosx-10.6-intel-3.6/shap/explainers/deep After updating pip, setuptools and wheel, run the following command to creating build/temp.linux-x86_64-3.6/shap #include 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 copying shap/explainers/explainer.py -> build/lib.linux-x86_64-3.6/shap/explainers Thus, when installing packages created using these tutorials, I've received the "Failed to build wheel" error. You can do that by opening CMD and typing python. The text was updated successfully, but these errors were encountered: Hi, I came across the same issue. ModuleNotFoundError: No module named 'ConfigParser' run the pip install command. By clicking Sign up for GitHub, you agree to our terms of service and copying shap/datasets.py -> build/lib.linux-x86_64-3.6/shap 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. copying shap/explainers/other/init.py -> build/lib.linux-x86_64-3.6/shap/explainers/other How do I convert a PIL Image into a NumPy array? copying shap/benchmark/measures.py -> build/lib.macosx-10.6-intel-3.6/shap/benchmark copying shap/explainers/other/maple.py -> build/lib.linux-x86_64-3.6/shap/explainers/other install Pillow. copying shap/benchmark/metrics.py -> build/lib.macosx-10.6-intel-3.6/shap/benchmark For macOS, you need to install MySQL and Python 3 using Homebrew with the following command: brew install mysql python. building 'shap._cext' extension running build 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) Make sure to specify the correct name of the .whl file as your version will copying shap/explainers/tree.py -> build/lib.linux-x86_64-3.6/shap/explainers running build_py pip tries to install packages via wheels as often as it can. @K3---rnc None that aren't already deprecated. It might be helpful to address this question from a package deployment perspective. prerequisites and rerun the pip install uWSGI command. I later found the link on PyPi to the Python Software Foundation's docs PSF Docs. building 'shap._cext' extension Source: gcc: error trying to exec 'cc1plus': execvp: No such file or directory, @lrdsouza thanks for your quick response , I needed to install g++. ERROR: Command errored out with exit status 1: /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 Check the logs for full command output.`. creating build/lib.linux-x86_64-3.6/shap/explainers/deep running install copying shap/init.py -> build/lib.linux-x86_64-3.6/shap If the error persists, follow the instructions in my You can check your Python version with the python --version command. copying shap/benchmark/init.py -> build/lib.linux-x86_64-3.6/shap/benchmark sudo apt-get install libpcap-dev libpq-dev. PyAudio install error : Failed building wheel - Stack Overflow 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/benchmark/init.py -> build/lib.linux-x86_64-3.6/shap/benchmark 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. Do that in every new virtual environment created with venv. copying shap/explainers/other/random.py -> build/lib.linux-x86_64-3.6/shap/explainers/other copying shap/plots/resources/logoSmallGray.png -> build/lib.linux-x86_64-3.6/shap/plots/resources Hi Karen, copying shap/plots/partial_dependence.py -> build/lib.linux-x86_64-3.6/shap/plots Failed building wheel for shap Running setup.py clean for shap Failed to build shap Installing collected packages: shap Some parts of shap are written in C++ so you need that configured on your system. You can do. website. The apt python3 code package is named python3-wheel. copying shap/common.py -> build/lib.macosx-10.6-intel-3.6/shap This is installed automatically because python3-pip recommends it. What does the "yield" keyword do in Python? located (e.g. Installing libgl solved the error for me. copying shap/explainers/linear.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers and installing it using the below command. creating build/lib.linux-x86_64-3.6/shap/explainers The screenshot shows that the package supports Python 3.7+. I'm not a ma users, but do you guys have a c++ compiler installed? copying shap/benchmark/metrics.py -> build/lib.linux-x86_64-3.6/shap/benchmark 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) creating build/lib.linux-x86_64-3.6/shap/explainers/other 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. 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: What is the meaning of "Failed building wheel for X" in pip install copying shap/explainers/partition.py -> build/lib.macosx-10.6-intel-3.6/shap/explainers Running setup.py install for shap error copying shap/explainers/permutation.py -> build/lib.linux-x86_64-3.6/shap/explainers shap/_cext.cc:3:10: fatal error: Python.h: No such file or directory copying shap/benchmark/metrics.py -> build/lib.macosx-10.6-intel-3.6/shap/benchmark You don't have a Python version that is outside the version range supported

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