poetry install failure of TensorRT 8.6.1 when installing
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@pranavm-nvidia is already working on this.
Since Jun 8, 2023.
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Description
Description
I prefer poetry for managing dependencies, but tensorrt fails to install due to lack of PEP-517 support.
poetry add tensorrt
$ poetry add tensorrt
Using version ^8.6.1 for tensorrt
Updating dependencies
Resolving dependencies... (0.7s)
Writing lock file
Package operations: 1 install, 0 updates, 0 removals
• Installing tensorrt (8.6.1): Failed
ChefBuildError
Backend subprocess exited when trying to invoke build_wheel
running bdist_wheel
running build
running build_py
creating build
creating build/lib
creating build/lib/tensorrt
copying tensorrt/__init__.py -> build/lib/tensorrt
running egg_info
writing tensorrt.egg-info/PKG-INFO
writing dependency_links to tensorrt.egg-info/dependency_links.txt
writing requirements to tensorrt.egg-info/requires.txt
writing top-level names to tensorrt.egg-info/top_level.txt
reading manifest file 'tensorrt.egg-info/SOURCES.txt'
adding license file 'LICENSE.txt'
writing manifest file 'tensorrt.egg-info/SOURCES.txt'
installing to build/bdist.linux-x86_64/wheel
running install
/tmp/tmpx8nxodew/.venv/bin/python: No module named pip
Traceback (most recent call last):
File "/home/ruckc/.local/lib/python3.10/site-packages/pyproject_hooks/_in_process/_in_process.py", line 353, in <module>
main()
File "/home/ruckc/.local/lib/python3.10/site-packages/pyproject_hooks/_in_process/_in_process.py", line 335, in main
json_out['return_val'] = hook(**hook_input['kwargs'])
File "/home/ruckc/.local/lib/python3.10/site-packages/pyproject_hooks/_in_process/_in_process.py", line 251, in build_wheel
return _build_backend().build_wheel(wheel_directory, config_settings,
File "/tmp/tmpx8nxodew/.venv/lib/python3.10/site-packages/setuptools/build_meta.py", line 416, in build_wheel
return self._build_with_temp_dir(['bdist_wheel'], '.whl',
File "/tmp/tmpx8nxodew/.venv/lib/python3.10/site-packages/setuptools/build_meta.py", line 401, in _build_with_temp_dir
self.run_setup()
File "/tmp/tmpx8nxodew/.venv/lib/python3.10/site-packages/setuptools/build_meta.py", line 487, in run_setup
super(_BuildMetaLegacyBackend,
File "/tmp/tmpx8nxodew/.venv/lib/python3.10/site-packages/setuptools/build_meta.py", line 338, in run_setup
exec(code, locals())
File "<string>", line 49, in <module>
File "/tmp/tmpx8nxodew/.venv/lib/python3.10/site-packages/setuptools/__init__.py", line 107, in setup
return distutils.core.setup(**attrs)
File "/tmp/tmpx8nxodew/.venv/lib/python3.10/site-packages/setuptools/_distutils/core.py", line 185, in setup
return run_commands(dist)
File "/tmp/tmpx8nxodew/.venv/lib/python3.10/site-packages/setuptools/_distutils/core.py", line 201, in run_commands
dist.run_commands()
File "/tmp/tmpx8nxodew/.venv/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 969, in run_commands
self.run_command(cmd)
File "/tmp/tmpx8nxodew/.venv/lib/python3.10/site-packages/setuptools/dist.py", line 1244, in run_command
super().run_command(command)
File "/tmp/tmpx8nxodew/.venv/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "/tmp/tmpx8nxodew/.venv/lib/python3.10/site-packages/wheel/bdist_wheel.py", line 378, in run
self.run_command("install")
File "/tmp/tmpx8nxodew/.venv/lib/python3.10/site-packages/setuptools/_distutils/cmd.py", line 318, in run_command
self.distribution.run_command(command)
File "/tmp/tmpx8nxodew/.venv/lib/python3.10/site-packages/setuptools/dist.py", line 1244, in run_command
super().run_command(command)
File "/tmp/tmpx8nxodew/.venv/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "<string>", line 43, in run
File "<string>", line 41, in install_dep
File "/usr/lib/python3.10/subprocess.py", line 456, in check_returncode
raise CalledProcessError(self.returncode, self.args, self.stdout,
subprocess.CalledProcessError: Command '['/tmp/tmpx8nxodew/.venv/bin/python', '-m', 'pip', 'install', 'tensorrt_libs==8.6.1', '--index-url', 'https://pypi.nvidia.com']' returned non-zero exit status 1.
at ~/.local/lib/python3.10/site-packages/poetry/installation/chef.py:152 in _prepare
148│
149│ error = ChefBuildError("\n\n".join(message_parts))
150│
151│ if error is not None:
→ 152│ raise error from None
153│
154│ return path
155│
156│ def _prepare_sdist(self, archive: Path, destination: Path | None = None) -> Path:
pip install --use-pep517 tensorrt
$ pip install --use-pep517 tensorrt
Collecting tensorrt
Downloading tensorrt-8.6.1.tar.gz (16 kB)
Installing build dependencies ... done
Getting requirements to build wheel ... done
Preparing metadata (pyproject.toml) ... done
Building wheels for collected packages: tensorrt
Building wheel for tensorrt (pyproject.toml) ... error
error: subprocess-exited-with-error
× Building wheel for tensorrt (pyproject.toml) did not run successfully.
│ exit code: 1
╰─> [59 lines of output]
running bdist_wheel
running build
running build_py
creating build
creating build/lib
creating build/lib/tensorrt
copying tensorrt/__init__.py -> build/lib/tensorrt
running egg_info
writing tensorrt.egg-info/PKG-INFO
writing dependency_links to tensorrt.egg-info/dependency_links.txt
writing requirements to tensorrt.egg-info/requires.txt
writing top-level names to tensorrt.egg-info/top_level.txt
reading manifest file 'tensorrt.egg-info/SOURCES.txt'
adding license file 'LICENSE.txt'
writing manifest file 'tensorrt.egg-info/SOURCES.txt'
installing to build/bdist.linux-x86_64/wheel
running install
/home/ruckc/.cache/pypoetry/virtualenvs/embeddings-qEYH5wU2-py3.10/bin/python: No module named pip
Traceback (most recent call last):
File "/home/ruckc/.cache/pypoetry/virtualenvs/embeddings-qEYH5wU2-py3.10/lib/python3.10/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 353, in <module>
main()
File "/home/ruckc/.cache/pypoetry/virtualenvs/embeddings-qEYH5wU2-py3.10/lib/python3.10/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 335, in main
json_out['return_val'] = hook(**hook_input['kwargs'])
File "/home/ruckc/.cache/pypoetry/virtualenvs/embeddings-qEYH5wU2-py3.10/lib/python3.10/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 251, in build_wheel
return _build_backend().build_wheel(wheel_directory, config_settings,
File "/tmp/pip-build-env-95qyxdbs/overlay/lib/python3.10/site-packages/setuptools/build_meta.py", line 416, in build_wheel
return self._build_with_temp_dir(['bdist_wheel'], '.whl',
File "/tmp/pip-build-env-95qyxdbs/overlay/lib/python3.10/site-packages/setuptools/build_meta.py", line 401, in _build_with_temp_dir
self.run_setup()
File "/tmp/pip-build-env-95qyxdbs/overlay/lib/python3.10/site-packages/setuptools/build_meta.py", line 487, in run_setup
super(_BuildMetaLegacyBackend,
File "/tmp/pip-build-env-95qyxdbs/overlay/lib/python3.10/site-packages/setuptools/build_meta.py", line 338, in run_setup
exec(code, locals())
File "<string>", line 49, in <module>
File "/tmp/pip-build-env-95qyxdbs/overlay/lib/python3.10/site-packages/setuptools/__init__.py", line 107, in setup
return distutils.core.setup(**attrs)
File "/tmp/pip-build-env-95qyxdbs/overlay/lib/python3.10/site-packages/setuptools/_distutils/core.py", line 185, in setup
return run_commands(dist)
File "/tmp/pip-build-env-95qyxdbs/overlay/lib/python3.10/site-packages/setuptools/_distutils/core.py", line 201, in run_commands
dist.run_commands()
File "/tmp/pip-build-env-95qyxdbs/overlay/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 969, in run_commands
self.run_command(cmd)
File "/tmp/pip-build-env-95qyxdbs/overlay/lib/python3.10/site-packages/setuptools/dist.py", line 1244, in run_command
super().run_command(command)
File "/tmp/pip-build-env-95qyxdbs/overlay/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "/tmp/pip-build-env-95qyxdbs/overlay/lib/python3.10/site-packages/wheel/bdist_wheel.py", line 378, in run
self.run_command("install")
File "/tmp/pip-build-env-95qyxdbs/overlay/lib/python3.10/site-packages/setuptools/_distutils/cmd.py", line 318, in run_command
self.distribution.run_command(command)
File "/tmp/pip-build-env-95qyxdbs/overlay/lib/python3.10/site-packages/setuptools/dist.py", line 1244, in run_command
super().run_command(command)
File "/tmp/pip-build-env-95qyxdbs/overlay/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "<string>", line 43, in run
File "<string>", line 41, in install_dep
File "/usr/lib/python3.10/subprocess.py", line 456, in check_returncode
raise CalledProcessError(self.returncode, self.args, self.stdout,
subprocess.CalledProcessError: Command '['/home/ruckc/.cache/pypoetry/virtualenvs/embeddings-qEYH5wU2-py3.10/bin/python', '-m', 'pip', 'install', 'tensorrt_libs==8.6.1', '--index-url', 'https://pypi.nvidia.com']' returned non-zero exit status 1.
[end of output]
note: This error originates from a subprocess, and is likely not a problem with pip.
ERROR: Failed building wheel for tensorrt
Failed to build tensorrt
ERROR: Could not build wheels for tensorrt, which is required to install pyproject.toml-based projects
Environment
Ubuntu 22.04 & Ubuntu 23.04
TensorRT Version: 8.6.1
NVIDIA GPU: 2080ti
NVIDIA Driver Version: 535.98
CUDA Version: 12.2
CUDNN Version: 8.9.2.26-1+cuda12.1
Operating System:
Python Version (if applicable): 3.10
Tensorflow Version (if applicable): 2.12.0
Baremetal or Container (if so, version): both
Steps To Reproduce
Commands or scripts:
pip install --use-pep517 tensorrt
Have you tried the latest release?: yes
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Assessment
This issue has not been assessed yet.