Could not build wheels for selective_scan, which is required to install pyproject.toml-based projects
XiaoBaiHhy opened this issue · comments
Hello, I encountered the following error while trying to install. Can you try to resolve it?
Processing /home/hhy/下载/VMamba-main/kernels/selective_scan
Preparing metadata (setup.py) ... done
Requirement already satisfied: torch in /home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages (from selective_scan==0.0.2) (2.1.1+cu118)
Requirement already satisfied: packaging in /home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages (from selective_scan==0.0.2) (23.2)
Requirement already satisfied: ninja in /home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages (from selective_scan==0.0.2) (1.11.1.1)
Requirement already satisfied: einops in /home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages (from selective_scan==0.0.2) (0.7.0)
Requirement already satisfied: filelock in /home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages (from torch->selective_scan==0.0.2) (3.9.0)
Requirement already satisfied: typing-extensions in /home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages (from torch->selective_scan==0.0.2) (4.8.0)
Requirement already satisfied: sympy in /home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages (from torch->selective_scan==0.0.2) (1.12)
Requirement already satisfied: networkx in /home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages (from torch->selective_scan==0.0.2) (3.2.1)
Requirement already satisfied: jinja2 in /home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages (from torch->selective_scan==0.0.2) (3.1.2)
Requirement already satisfied: fsspec in /home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages (from torch->selective_scan==0.0.2) (2024.3.1)
Requirement already satisfied: triton==2.1.0 in /home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages (from torch->selective_scan==0.0.2) (2.1.0)
Requirement already satisfied: MarkupSafe>=2.0 in /home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages (from jinja2->torch->selective_scan==0.0.2) (2.1.3)
Requirement already satisfied: mpmath>=0.19 in /home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages (from sympy->torch->selective_scan==0.0.2) (1.3.0)
Building wheels for collected packages: selective_scan
Building wheel for selective_scan (setup.py) ... error
error: subprocess-exited-with-error
× python setup.py bdist_wheel did not run successfully.
│ exit code: 1
╰─> [118 lines of output]
torch.__version__ = 2.1.1+cu118
CUDA_HOME = /home/hhy/anaconda3/envs/mamba
running bdist_wheel
running build
running build_ext
/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/utils/cpp_extension.py:424: UserWarning: There are no g++ version bounds defined for CUDA version 11.8
warnings.warn(f'There are no {compiler_name} version bounds defined for CUDA version {cuda_str_version}')
building 'selective_scan_cuda_core' extension
creating /home/hhy/下载/VMamba-main/kernels/selective_scan/build
creating /home/hhy/下载/VMamba-main/kernels/selective_scan/build/temp.linux-x86_64-cpython-310
creating /home/hhy/下载/VMamba-main/kernels/selective_scan/build/temp.linux-x86_64-cpython-310/csrc
creating /home/hhy/下载/VMamba-main/kernels/selective_scan/build/temp.linux-x86_64-cpython-310/csrc/selective_scan
creating /home/hhy/下载/VMamba-main/kernels/selective_scan/build/temp.linux-x86_64-cpython-310/csrc/selective_scan/cus
Emitting ninja build file /home/hhy/下载/VMamba-main/kernels/selective_scan/build/temp.linux-x86_64-cpython-310/build.ninja...
Compiling objects...
Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)
[1/3] c++ -MMD -MF '/home/hhy/下载/VMamba-main/kernels/selective_scan/build/temp.linux-x86_64-cpython-310/csrc/selective_scan/cus/selective_scan.o'.d -pthread -B /home/hhy/anaconda3/envs/mamba/compiler_compat -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /home/hhy/anaconda3/envs/mamba/include -fPIC -O2 -isystem /home/hhy/anaconda3/envs/mamba/include -fPIC '-I/home/hhy/下载/VMamba-main/kernels/selective_scan/csrc/selective_scan' -I/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include -I/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include/torch/csrc/api/include -I/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include/TH -I/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include/THC -I/home/hhy/anaconda3/envs/mamba/include -I/home/hhy/anaconda3/envs/mamba/include/python3.10 -c -c '/home/hhy/下载/VMamba-main/kernels/selective_scan/csrc/selective_scan/cus/selective_scan.cpp' -o '/home/hhy/下载/VMamba-main/kernels/selective_scan/build/temp.linux-x86_64-cpython-310/csrc/selective_scan/cus/selective_scan.o' -O3 -std=c++17 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=selective_scan_cuda_core -D_GLIBCXX_USE_CXX11_ABI=0
FAILED: /home/hhy/下载/VMamba-main/kernels/selective_scan/build/temp.linux-x86_64-cpython-310/csrc/selective_scan/cus/selective_scan.o
c++ -MMD -MF '/home/hhy/下载/VMamba-main/kernels/selective_scan/build/temp.linux-x86_64-cpython-310/csrc/selective_scan/cus/selective_scan.o'.d -pthread -B /home/hhy/anaconda3/envs/mamba/compiler_compat -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /home/hhy/anaconda3/envs/mamba/include -fPIC -O2 -isystem /home/hhy/anaconda3/envs/mamba/include -fPIC '-I/home/hhy/下载/VMamba-main/kernels/selective_scan/csrc/selective_scan' -I/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include -I/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include/torch/csrc/api/include -I/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include/TH -I/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include/THC -I/home/hhy/anaconda3/envs/mamba/include -I/home/hhy/anaconda3/envs/mamba/include/python3.10 -c -c '/home/hhy/下载/VMamba-main/kernels/selective_scan/csrc/selective_scan/cus/selective_scan.cpp' -o '/home/hhy/下载/VMamba-main/kernels/selective_scan/build/temp.linux-x86_64-cpython-310/csrc/selective_scan/cus/selective_scan.o' -O3 -std=c++17 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=selective_scan_cuda_core -D_GLIBCXX_USE_CXX11_ABI=0
In file included from /home/hhy/下载/VMamba-main/kernels/selective_scan/csrc/selective_scan/cus/selective_scan.cpp:5:
/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include/ATen/cuda/CUDAContext.h:5:10: fatal error: cuda_runtime_api.h: 没有那个文件或目录
5 | #include <cuda_runtime_api.h>
| ^~~~~~~~~~~~~~~~~~~~
compilation terminated.
[2/3] /home/hhy/anaconda3/envs/mamba/bin/nvcc '-I/home/hhy/下载/VMamba-main/kernels/selective_scan/csrc/selective_scan' -I/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include -I/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include/torch/csrc/api/include -I/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include/TH -I/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include/THC -I/home/hhy/anaconda3/envs/mamba/include -I/home/hhy/anaconda3/envs/mamba/include/python3.10 -c -c '/home/hhy/下载/VMamba-main/kernels/selective_scan/csrc/selective_scan/cus/selective_scan_core_fwd.cu' -o '/home/hhy/下载/VMamba-main/kernels/selective_scan/build/temp.linux-x86_64-cpython-310/csrc/selective_scan/cus/selective_scan_core_fwd.o' -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -O3 -std=c++17 -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_BFLOAT16_OPERATORS__ -U__CUDA_NO_BFLOAT16_CONVERSIONS__ -U__CUDA_NO_BFLOAT162_OPERATORS__ -U__CUDA_NO_BFLOAT162_CONVERSIONS__ --expt-relaxed-constexpr --expt-extended-lambda --use_fast_math --ptxas-options=-v -lineinfo -gencode arch=compute_70,code=sm_70 -gencode arch=compute_80,code=sm_80 -gencode arch=compute_90,code=sm_90 --threads 4 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=selective_scan_cuda_core -D_GLIBCXX_USE_CXX11_ABI=0
FAILED: /home/hhy/下载/VMamba-main/kernels/selective_scan/build/temp.linux-x86_64-cpython-310/csrc/selective_scan/cus/selective_scan_core_fwd.o
/home/hhy/anaconda3/envs/mamba/bin/nvcc '-I/home/hhy/下载/VMamba-main/kernels/selective_scan/csrc/selective_scan' -I/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include -I/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include/torch/csrc/api/include -I/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include/TH -I/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include/THC -I/home/hhy/anaconda3/envs/mamba/include -I/home/hhy/anaconda3/envs/mamba/include/python3.10 -c -c '/home/hhy/下载/VMamba-main/kernels/selective_scan/csrc/selective_scan/cus/selective_scan_core_fwd.cu' -o '/home/hhy/下载/VMamba-main/kernels/selective_scan/build/temp.linux-x86_64-cpython-310/csrc/selective_scan/cus/selective_scan_core_fwd.o' -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -O3 -std=c++17 -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_BFLOAT16_OPERATORS__ -U__CUDA_NO_BFLOAT16_CONVERSIONS__ -U__CUDA_NO_BFLOAT162_OPERATORS__ -U__CUDA_NO_BFLOAT162_CONVERSIONS__ --expt-relaxed-constexpr --expt-extended-lambda --use_fast_math --ptxas-options=-v -lineinfo -gencode arch=compute_70,code=sm_70 -gencode arch=compute_80,code=sm_80 -gencode arch=compute_90,code=sm_90 --threads 4 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=selective_scan_cuda_core -D_GLIBCXX_USE_CXX11_ABI=0
cc1plus: fatal error: cuda_runtime.h: 没有那个文件或目录
compilation terminated.
cc1plus: fatal error: cuda_runtime.h: 没有那个文件或目录
compilation terminated.
cc1plus: fatal error: cuda_runtime.h: 没有那个文件或目录
compilation terminated.
cc1plus: fatal error: cuda_runtime.h: 没有那个文件或目录
compilation terminated.
[3/3] /home/hhy/anaconda3/envs/mamba/bin/nvcc '-I/home/hhy/下载/VMamba-main/kernels/selective_scan/csrc/selective_scan' -I/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include -I/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include/torch/csrc/api/include -I/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include/TH -I/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include/THC -I/home/hhy/anaconda3/envs/mamba/include -I/home/hhy/anaconda3/envs/mamba/include/python3.10 -c -c '/home/hhy/下载/VMamba-main/kernels/selective_scan/csrc/selective_scan/cus/selective_scan_core_bwd.cu' -o '/home/hhy/下载/VMamba-main/kernels/selective_scan/build/temp.linux-x86_64-cpython-310/csrc/selective_scan/cus/selective_scan_core_bwd.o' -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -O3 -std=c++17 -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_BFLOAT16_OPERATORS__ -U__CUDA_NO_BFLOAT16_CONVERSIONS__ -U__CUDA_NO_BFLOAT162_OPERATORS__ -U__CUDA_NO_BFLOAT162_CONVERSIONS__ --expt-relaxed-constexpr --expt-extended-lambda --use_fast_math --ptxas-options=-v -lineinfo -gencode arch=compute_70,code=sm_70 -gencode arch=compute_80,code=sm_80 -gencode arch=compute_90,code=sm_90 --threads 4 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=selective_scan_cuda_core -D_GLIBCXX_USE_CXX11_ABI=0
FAILED: /home/hhy/下载/VMamba-main/kernels/selective_scan/build/temp.linux-x86_64-cpython-310/csrc/selective_scan/cus/selective_scan_core_bwd.o
/home/hhy/anaconda3/envs/mamba/bin/nvcc '-I/home/hhy/下载/VMamba-main/kernels/selective_scan/csrc/selective_scan' -I/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include -I/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include/torch/csrc/api/include -I/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include/TH -I/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/include/THC -I/home/hhy/anaconda3/envs/mamba/include -I/home/hhy/anaconda3/envs/mamba/include/python3.10 -c -c '/home/hhy/下载/VMamba-main/kernels/selective_scan/csrc/selective_scan/cus/selective_scan_core_bwd.cu' -o '/home/hhy/下载/VMamba-main/kernels/selective_scan/build/temp.linux-x86_64-cpython-310/csrc/selective_scan/cus/selective_scan_core_bwd.o' -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -O3 -std=c++17 -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_BFLOAT16_OPERATORS__ -U__CUDA_NO_BFLOAT16_CONVERSIONS__ -U__CUDA_NO_BFLOAT162_OPERATORS__ -U__CUDA_NO_BFLOAT162_CONVERSIONS__ --expt-relaxed-constexpr --expt-extended-lambda --use_fast_math --ptxas-options=-v -lineinfo -gencode arch=compute_70,code=sm_70 -gencode arch=compute_80,code=sm_80 -gencode arch=compute_90,code=sm_90 --threads 4 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=selective_scan_cuda_core -D_GLIBCXX_USE_CXX11_ABI=0
cc1plus: fatal error: cuda_runtime.h: 没有那个文件或目录
compilation terminated.
cc1plus: fatal error: cuda_runtime.h: 没有那个文件或目录
compilation terminated.
cc1plus: fatal error: cuda_runtime.h: 没有那个文件或目录
compilation terminated.
cc1plus: fatal error: cuda_runtime.h: 没有那个文件或目录
compilation terminated.
ninja: build stopped: subcommand failed.
Traceback (most recent call last):
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/utils/cpp_extension.py", line 2100, in _run_ninja_build
subprocess.run(
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/subprocess.py", line 526, in run
raise CalledProcessError(retcode, process.args,
subprocess.CalledProcessError: Command '['ninja', '-v']' returned non-zero exit status 1.
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "<string>", line 2, in <module>
File "<pip-setuptools-caller>", line 34, in <module>
File "/home/hhy/下载/VMamba-main/kernels/selective_scan/setup.py", line 140, in <module>
setup(
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/setuptools/__init__.py", line 104, in setup
return distutils.core.setup(**attrs)
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/setuptools/_distutils/core.py", line 184, in setup
return run_commands(dist)
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/setuptools/_distutils/core.py", line 200, in run_commands
dist.run_commands()
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 969, in run_commands
self.run_command(cmd)
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/setuptools/dist.py", line 967, in run_command
super().run_command(command)
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/wheel/bdist_wheel.py", line 364, in run
self.run_command("build")
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/setuptools/_distutils/cmd.py", line 316, in run_command
self.distribution.run_command(command)
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/setuptools/dist.py", line 967, in run_command
super().run_command(command)
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/setuptools/_distutils/command/build.py", line 132, in run
self.run_command(cmd_name)
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/setuptools/_distutils/cmd.py", line 316, in run_command
self.distribution.run_command(command)
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/setuptools/dist.py", line 967, in run_command
super().run_command(command)
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/setuptools/command/build_ext.py", line 91, in run
_build_ext.run(self)
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/setuptools/_distutils/command/build_ext.py", line 359, in run
self.build_extensions()
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/utils/cpp_extension.py", line 873, in build_extensions
build_ext.build_extensions(self)
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/setuptools/_distutils/command/build_ext.py", line 479, in build_extensions
self._build_extensions_serial()
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/setuptools/_distutils/command/build_ext.py", line 505, in _build_extensions_serial
self.build_extension(ext)
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/setuptools/command/build_ext.py", line 252, in build_extension
_build_ext.build_extension(self, ext)
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/setuptools/_distutils/command/build_ext.py", line 560, in build_extension
objects = self.compiler.compile(
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/utils/cpp_extension.py", line 686, in unix_wrap_ninja_compile
_write_ninja_file_and_compile_objects(
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/utils/cpp_extension.py", line 1774, in _write_ninja_file_and_compile_objects
_run_ninja_build(
File "/home/hhy/anaconda3/envs/mamba/lib/python3.10/site-packages/torch/utils/cpp_extension.py", line 2116, in _run_ninja_build
raise RuntimeError(message) from e
RuntimeError: Error compiling objects for extension
[end of output]
note: This error originates from a subprocess, and is likely not a problem with pip.
ERROR: Failed building wheel for selective_scan
Running setup.py clean for selective_scan
Failed to build selective_scan
ERROR: Could not build wheels for selective_scan, which is required to install pyproject.toml-based projects
u can learn from question #161
I hope I can help u.