Installing sparse-dot-topn on AWS EC2- ERROR: Could not build wheels for sparse-dot-topn, which is required to install pyproject.toml-based projects

[shivamsharma612Git]

pip3 install sparse_dot_topn
Defaulting to user installation because normal site-packages is not writeable
Collecting sparse_dot_topn
Using cached sparse_dot_topn-0.3.1.tar.gz (17 kB)
Installing build dependencies ... done
Getting requirements to build wheel ... done
Installing backend dependencies ... done
Preparing metadata (pyproject.toml) ... done
Requirement already satisfied: setuptools>=42 in ./.local/lib/python3.7/site-pac kages (from sparse_dot_topn) (60.5.0)
Requirement already satisfied: numpy>=1.16.6 in ./.local/lib/python3.7/site-pack ages (from sparse_dot_topn) (1.20.3)
Requirement already satisfied: scipy>=1.2.3 in ./.local/lib/python3.7/site-packa ges (from sparse_dot_topn) (1.6.3)
Requirement already satisfied: cython>=0.29.15 in ./.local/lib/python3.7/site-pa ckages (from sparse_dot_topn) (0.29.26)
Building wheels for collected packages: sparse-dot-topn
Building wheel for sparse-dot-topn (pyproject.toml) ... error
ERROR: Command errored out with exit status 1:
command: /usr/bin/python3 /home/ec2-user/.local/lib/python3.7/site-packages/p ip/_vendor/pep517/in_process/_in_process.py build_wheel /tmp/tmpsqeow2xi
cwd: /tmp/pip-install-3kouctum/sparse-dot-topn_ffa1c91045c5482783ba4782ee f10139
Complete output (31 lines):
running bdist_wheel
running build
running build_py
creating build
creating build/lib.linux-x86_64-3.7
creating build/lib.linux-x86_64-3.7/sparse_dot_topn
copying sparse_dot_topn/init.py -> build/lib.linux-x86_64-3.7/sparse_dot_t opn
copying sparse_dot_topn/awesome_cossim_topn.py -> build/lib.linux-x86_64-3.7/s parse_dot_topn
running egg_info
writing manifest file 'sparse_dot_topn.egg-info/SOURCES.txt'
copying sparse_dot_topn/array_wrappers.pxd -> build/lib.linux-x86_64-3.7/spars e_dot_topn
copying sparse_dot_topn/array_wrappers.pyx -> build/lib.linux-x86_64-3.7/spars e_dot_topn
copying sparse_dot_topn/sparse_dot_topn.pyx -> build/lib.linux-x86_64-3.7/spar se_dot_topn
copying sparse_dot_topn/sparse_dot_topn_parallel.h -> build/lib.linux-x86_64-3 .7/sparse_dot_topn
copying sparse_dot_topn/sparse_dot_topn_source.h -> build/lib.linux-x86_64-3.7 /sparse_dot_topn
copying sparse_dot_topn/sparse_dot_topn_threaded.pyx -> build/lib.linux-x86_64 -3.7/sparse_dot_topn
running build_ext
creating build/temp.linux-x86_64-3.7
creating build/temp.linux-x86_64-3.7/sparse_dot_topn
gcc -pthread -Wno-unused-result -Wsign-compare -DNDEBUG -O2 -g -pipe -Wall -Wp ,-D_FORTIFY_SOURCE=2 -fexceptions -fstack-protector-strong --param=ssp-buffer-si ze=4 -grecord-gcc-switches -m64 -mtune=generic -D_GNU_SOURCE -fPIC -fwrapv -fPIC -I/usr/include/python3.7m -I/tmp/pip-build-env-ma639yg5/normal/lib64/python3.7/ site-packages/numpy/core/include -c ./sparse_dot_topn/array_wrappers.cpp -o buil d/temp.linux-x86_64-3.7/./sparse_dot_topn/array_wrappers.o -std=c++0x -pthread - O3
./sparse_dot_topn/array_wrappers.cpp:6:10: fatal error: Python.h: No such file or directory
#include "Python.h"
^~~~~~~~~~
compilation terminated.
/tmp/pip-build-env-ma639yg5/normal/lib64/python3.7/site-packages/Cython/Compil er/Main.py:369: FutureWarning: Cython directive 'language_level' not set, using 2 for now (Py2). This will change in a later release! File: /tmp/pip-install-3ko uctum/sparse-dot-topn_ffa1c91045c5482783ba4782eef10139/sparse_dot_topn/array_wra ppers.pxd
tree = Parsing.p_module(s, pxd, full_module_name)
/tmp/pip-build-env-ma639yg5/normal/lib64/python3.7/site-packages/Cython/Compil er/Main.py:369: FutureWarning: Cython directive 'language_level' not set, using 2 for now (Py2). This will change in a later release! File: /tmp/pip-install-3ko uctum/sparse-dot-topn_ffa1c91045c5482783ba4782eef10139/sparse_dot_topn/sparse_do t_topn.pyx
tree = Parsing.p_module(s, pxd, full_module_name)
/tmp/pip-build-env-ma639yg5/normal/lib64/python3.7/site-packages/Cython/Compil er/Main.py:369: FutureWarning: Cython directive 'language_level' not set, using 2 for now (Py2). This will change in a later release! File: /tmp/pip-install-3ko uctum/sparse-dot-topn_ffa1c91045c5482783ba4782eef10139/sparse_dot_topn/sparse_do t_topn_threaded.pyx
tree = Parsing.p_module(s, pxd, full_module_name)
error: command '/usr/bin/gcc' failed with exit code 1

ERROR: Failed building wheel for sparse-dot-topn
Failed to build sparse-dot-topn
ERROR: Could not build wheels for sparse-dot-topn, which is required to install pyproject.toml-based projects

Tried everything available online but it is not working.

[ymwdalex]

@shivamsharma612Git

Thanks for the feedback! We just released v0.3.3. We employed Github actions and CiBuildWheel, and make the wheels available for Py3.6-3.10 on multiple architectures of Linux, MacOS and Windows.

If you still have installation problems, please try the latest version.

If you find any problem with v0.3.3, please let us know. Thanks!

[ymwdalex]

v0.3.3 should fix this issue