Scikit-learn installation - Preparing metadata (pyproject.toml) ... error - python

I am running pip3 install -U scikit-learn to install Scikit-learn however it returns an error:
Preparing metadata (pyproject.toml) ... error
ERROR: Command errored out with exit status 1:
command: /Library/Frameworks/Python.framework/Versions/3.10/bin/python3.10 /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/pip/_vendor/pep517/in_process/_in_process.py prepare_metadata_for_build_wheel /var/folders/ks/4ncxyk05129fd_qqs3s5y6v00000gn/T/tmpjur9qur6
cwd: /private/var/folders/ks/4ncxyk05129fd_qqs3s5y6v00000gn/T/pip-install-a7o70faj/scikit-learn_2ee6feb334cf42fcae6b0bc63f18e9fb
Complete output (143 lines):
Partial import of sklearn during the build process.
C compiler: clang -Wno-unused-result -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -fwrapv -O3 -Wall -arch arm64 -arch x86_64 -g
What can I do to fix this in order to sucessfully install Scikit-learn?

it worked for me.
you can see for more information here.
https://scikit-learn.org/stable/developers/advanced_installation.html#install-bleeding-edge
pip install --pre --extra-index https://pypi.anaconda.org/scipy-wheels-
nightly/simple scikit-learn

Related

How to install pynbody on MacOS

I am trying to install the pynbody package for python.
I run pip3 install pynbody, but the command fails.
It says:
ERROR: Could not build wheels for pynbody which use PEP 517 and cannot be installed directly
Before it gives the error:
error: Command "/usr/local/bin/gcc-10 -Wno-unused-result -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -fwrapv -O3 -Wall -arch x86_64 -g -I/private/var/folders/5q/xc22bbms0qjdgmpsv2188ydh0000gn/T/pip-build-env-q66c57aj/overlay/lib/python3.9/site-packages/numpy/core/include -I/Library/Frameworks/Python.framework/Versions/3.9/include/python3.9 -c pynbody/gravity/_gravity.c -o build/temp.macosx-10.9-x86_64-3.9/pynbody/gravity/_gravity.o -fopenmp" failed with exit status 1
I have MacOS 11.0.1 and python 3.9.0 and pip 20.2.4.
I can install other packages via pip such as numpy.
How can I install pynbody on MacOS?
(The same procedure worked on ubuntu.)
The Xcode developer tools are installed.

Unable to install sklearn on macOS

Hi i've trie to install sklearn on macOS but i'm getting an error :
error: Command "gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -fwrapv -O3 -Wall -arch x86_64 -g -DUSE_VENDOR_BLAS=1 -Iscipy/sparse/linalg/dsolve/SuperLU/SRC -I/private/var/folders/8x/7jm2njhs7wb7vny_wchsj_q80000gn/T/pip-build-env-95_yvt7g/overlay/lib/python3.9/site-packages/numpy/core/include -c scipy/sparse/linalg/dsolve/SuperLU/SRC/clacon2.c -o build/temp.macosx-10.9-x86_64-3.9/scipy/sparse/linalg/dsolve/SuperLU/SRC/clacon2.o -MMD -MF build/temp.macosx-10.9-x86_64-3.9/scipy/sparse/linalg/dsolve/SuperLU/SRC/clacon2.o.d" failed with exit status 1
----------------------------------------
ERROR: Failed building wheel for scipy
Failed to build scipy
ERROR: Could not build wheels for scipy which use PEP 517 and cannot be installed directly
I'm using python 3.9 and pip 20.2.4 .
According to your error, there is some problem in scipy
Solution
try removing Scipy and again Reinstalling Scipy
references
Scipy Documentation
recent releases
Scipy Pypi

Mojave command 'gcc' failed with exit status 1

I've been looking for an answer to this issue but I couldn't find it, so here it is.
I'm trying to install tesserocr into MacOS X Mojave (Python 3.6) using:
$ pip install tesserocr
Then I get the following error:
gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall
-Wstrict-prototypes -I/anaconda3/include -arch x86_64 -I/anaconda3/include -arch x86_64
-I/usr/local/Cellar/tesseract/4.0.0/include -I/usr/local/Cellar/leptonica/1.77.0/include
-I/anaconda3/include/python3.6m -c tesserocr.cpp -o build/temp.macosx-10.7-
x86_64-3.6/tesserocr.o -std=c++11 -DUSE_STD_NAMESPACE
warning: include path for stdlibc++ headers not found; pass '-std=libc++' on the command line
to use the libc++ standard library instead [-Wstdlibcxx-not-found]
tesserocr.cpp:580:10: fatal error: 'utility' file not found
#include <utility>
1 warning and 1 error generated.
error: command 'gcc' failed with exit status 1
Failed building wheel for tesserocr
P.s. I have installed the latest version of Xcode and Xcode CLI.
Thanks.

Error when trying to install pyamg: clang: error: no such file or directory: '“-I/.../boost_1_59_0”'

I am trying to install pyamg in my virtual environment. However, I am getting the following error. I am using mac OS.
c++: pyamg/amg_core/amg_core_wrap.cxx
clang: error: no such file or directory: '“-I/Users/mas/PycharmProjects/kaggle-ndsb/boost_1_59_0”'
clang: error: no such file or directory: '“-I/Users/mas/PycharmProjects/kaggle-ndsb/boost_1_59_0”'
error: Command "c++ -fno-strict-aliasing -fno-common -dynamic -arch x86_64 -arch i386 -g -Os -pipe -fno-common -fno-strict-aliasing -fwrapv -DENABLE_DTRACE -DMACOSX -DNDEBUG -Wall -Wshorten-64-to-32 -DNDEBUG -g -fwrapv -Os -Wall -Wstrict-prototypes -DENABLE_DTRACE “-I/Users/mas/PycharmProjects/kaggle-ndsb/boost_1_59_0” -arch x86_64 -arch i386 -pipe -D__STDC_FORMAT_MACROS=1 -I/Users/mas/PycharmProjects/Whale/Zahraa5/lib/python2.7/site-packages/numpy/core/include -I/System/Library/Frameworks/Python.framework/Versions/2.7/include/python2.7 -c pyamg/amg_core/amg_core_wrap.cxx -o build/temp.macosx-10.10-intel-2.7/pyamg/amg_core/amg_core_wrap.o" failed with exit status 1
Use Anaconda or Miniconda
conda install pyamg
takes only a few seconds.
You can create an environment with:
conda create --name my_env python=2.7
Change into it:
source activate my_env
and install pyamg:
conda install pyamg
You can still use pip to install packages conda cannot find.
Life is too short to spent time on compilation issues. ;)
I'm pretty sure that the -I at the beginning of the paths is what's screwing everything up. I bet if you tried adding those export statements back to .bashrc but took out the -I and -L prefixes then your original command would start working.
Perhaps you had those there for a reason, I've never seen that, but removing those prefixes would probably work.
Actually, I think #oarfish called it correctly in the comments. The problem seems to be the funny “ and ” characters in those paths, which are distinct from the usual " double quote symbol.
The following reproduces the error for me:
~$ CPPFLAGS=“-I/Users/mas/PycharmProjects/kaggle-ndsb/boost_1_59_0” \
LIBS=“-L/Users/mas/PycharmProjects/kaggle-ndsb/boost_1_59_0/stage/lib” \
pip install pyamg
Collecting pyamg
Downloading pyamg-3.0.1.tar.gz (759kB)
100% |████████████████████████████████| 761kB 33.2MB/s
Installing collected packages: pyamg
Running setup.py install for pyamg
...
creating build/temp.linux-x86_64-2.7
creating build/temp.linux-x86_64-2.7/pyamg
creating build/temp.linux-x86_64-2.7/pyamg/amg_core
compile options: '-D__STDC_FORMAT_MACROS=1 -I/home/alistair/.venvs/pyamg/local/lib/python2.7/site-packages/numpy/core/include -I/usr/include/python2.7 -c'
c++: pyamg/amg_core/amg_core_wrap.cxx
g++: error: “-I/Users/mas/PycharmProjects/kaggle-ndsb/boost_1_59_0”: No such file or directory
g++: error: “-I/Users/mas/PycharmProjects/kaggle-ndsb/boost_1_59_0”: No such file or directory
error: Command "c++ -pthread -DNDEBUG -g -fwrapv -O2 -Wall -fno-strict-aliasing -D_FORTIFY_SOURCE=2 -g -fstack-protector-strong -Wformat -Werror=format-security “-I/Users/mas/PycharmProjects/kaggle-ndsb/boost_1_59_0” -fPIC -D__STDC_FO
RMAT_MACROS=1 -I/home/alistair/.venvs/pyamg/local/lib/python2.7/site-packages/numpy/core/include -I/usr/include/python2.7 -c pyamg/amg_core/amg_core_wrap.cxx -o build/temp.linux-x86_64-2.7/pyamg/amg_core/amg_core_wrap.o" failed with exit
status 1
----------------------------------------
Command "/home/alistair/.venvs/pyamg/bin/python -c "import setuptools, tokenize;__file__='/tmp/pip-build-Cl5_2g/pyamg/setup.py';exec(compile(getattr(tokenize, 'open', open)(__file__).read().replace('\r\n', '\n'), __file__, 'exec'))" insta
ll --record /tmp/pip-kkjcoa-record/install-record.txt --single-version-externally-managed --compile --install-headers /home/alistair/.venvs/pyamg/include/site/python2.7/pyamg" failed with error code 1 in /tmp/pip-build-Cl5_2g/pyamg
Whereas with " symbols the installation succeeds:
~$ CPPFLAGS="-I/Users/mas/PycharmProjects/kaggle-ndsb/boost_1_59_0" \
LIBS="-L/Users/mas/PycharmProjects/kaggle-ndsb/boost_1_59_0/stage/lib" \
pip install pyamg
Collecting pyamg
Using cached pyamg-3.0.1.tar.gz
Installing collected packages: pyamg
Running setup.py install for pyamg
Successfully installed pyamg-3.0.1
The paths themselves are irrelevant - the compilation succeeds in spite of the fact that those directories don't actually exist on my machine.

python.h not found when trying to install gevent-socketio

here is my error when I try to install gevent-socketio
Installing collected packages: gevent, greenlet
Running setup.py install for gevent
building 'gevent.core' extension
gcc -pthread -fno-strict-aliasing -DNDEBUG -g -fwrapv -O2 -Wall -Wstrict-prototypes >-fPIC -DLIBEV_EMBED=1 -DEV_COMMON= -DEV_CHECK_ENABLE=0 -DEV_CLEANUP_ENABLE=0 >-DEV_EMBED_ENABLE=0 -DEV_PERIODIC_ENABLE=0 -Ibuild/temp.linux-x86_64-2.7/libev -Ilibev >-I/usr/include/python2.7 -c gevent/gevent.core.c -o build/temp.linux-x86_64-2.7/gevent/gevent.core.o
gevent/gevent.core.c:17:20: fatal error: Python.h: No such file or directory
compilation terminated.
error: command 'gcc' failed with exit status 1
Complete output from command /usr/bin/python -c "import setuptools;file='/var/www/bleu/build/gevent/setup.py';exec(compile(open(file).read().replace('\r\n', '\n'), file, 'exec'))" install --single-version-externally-managed --record /tmp/pip-_kv6Fy-record/install-record.txt:
running install
running build
running build_py
running build_ext
building 'gevent.core' extension
gcc -pthread -fno-strict-aliasing -DNDEBUG -g -fwrapv -O2 -Wall -Wstrict-prototypes -fPIC > -DLIBEV_EMBED=1 -DEV_COMMON= -DEV_CHECK_ENABLE=0 -DEV_CLEANUP_ENABLE=0 -DEV_EMBED_ENABLE=0 -DEV_PERIODIC_ENABLE=0 -Ibuild/temp.linux-x86_64-2.7/libev -Ilibev -I/usr/include/python2.7 -c gevent/gevent.core.c -o build/temp.linux-x86_64-2.7/gevent/gevent.core.o
gevent/gevent.core.c:17:20: fatal error: Python.h: No such file or directory
compilation terminated.
error: command 'gcc' failed with exit status 1
Have you an idea how i can fix this?
Install the Development Package(s):
CentOS/RHEL::
yum install python-devel
Debian/Ubuntu:
apt-get install python-dev

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