[Doc] update Contributing page's testing section #18272
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👋 Hi! Thank you for contributing to the vLLM project. 💬 Join our developer Slack at https://slack.vllm.ai to discuss your PR in #pr-reviews, coordinate on features in #feat- channels, or join special interest groups in #sig- channels. Just a reminder: PRs would not trigger full CI run by default. Instead, it would only run Once the PR is approved and ready to go, your PR reviewer(s) can run CI to test the changes comprehensively before merging. To run CI, PR reviewers can either: Add 🚀 |
davidxia
commented
May 16, 2025
docs/source/contributing/overview.md
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without the --torch-backend=auto I got this error
ERROR: Ignored the following versions that require a different python version: 1.10.0 Requires-Python <3.12,>=3.8; 1.10.0rc1 Requires-Python <3.12,>=3.8; 1.10.0rc2 Requires-Python <3.12,>=3.8; 1.10.1 Requires-Python <3.12,>=3.8; 1.21.2 Requires-Python >=3.7,<3.11; 1.21.3 Requires-Python >=3.7,<3.11; 1.21.4 Requires-Python >=3.7,<3.11; 1.21.5 Requires-Python >=3.7,<3.11; 1.21.6 Requires-Python >=3.7,<3.11; 1.6.2 Requires-Python >=3.7,<3.10; 1.6.3 Requires-Python >=3.7,<3.10; 1.7.0 Requires-Python >=3.7,<3.10; 1.7.1 Requires-Python >=3.7,<3.10; 1.7.2 Requires-Python >=3.7,<3.11; 1.7.3 Requires-Python >=3.7,<3.11; 1.8.0 Requires-Python >=3.8,<3.11; 1.8.0rc1 Requires-Python >=3.8,<3.11; 1.8.0rc2 Requires-Python >=3.8,<3.11; 1.8.0rc3 Requires-Python >=3.8,<3.11; 1.8.0rc4 Requires-Python >=3.8,<3.11; 1.8.1 Requires-Python >=3.8,<3.11; 1.9.0 Requires-Python >=3.8,<3.12; 1.9.0rc1 Requires-Python >=3.8,<3.12; 1.9.0rc2 Requires-Python >=3.8,<3.12; 1.9.0rc3 Requires-Python >=3.8,<3.12; 1.9.1 Requires-Python >=3.8,<3.12
ERROR: Could not find a version that satisfies the requirement torch==2.7.0+cu128 (from versions: 2.2.0, 2.2.1, 2.2.2, 2.3.0, 2.3.1, 2.4.0, 2.4.1, 2.5.0, 2.5.1, 2.6.0, 2.7.0)
ERROR: No matching distribution found for torch==2.7.0+cu128
docs/source/contributing/overview.md
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without this package, I got this error when building mamba from source. This is with uv pip install, but the error with pip install is similar.
full error
$ uv pip install --no-build-isolation "git+https://github.com/state-spaces/[email protected]"
Resolved 42 packages in 190ms
× Failed to build `mamba-ssm @ git+https://github.com/state-spaces/mamba@95d8aba8a8c75aedcaa6143713b11e745e7cd0d9`
├─▶ The build backend returned an error
╰─▶ Call to `setuptools.build_meta.build_wheel` failed (exit status: 1)
[stdout]
torch.__version__ = 2.7.0+cu126
running bdist_wheel
Guessing wheel URL: https://github.com/state-spaces/mamba/releases/download/v2.2.4/mamba_ssm-2.2.4+cu12torch2.7cxx11abiTRUE-cp312-cp312-linux_x86_64.whl
Precompiled wheel not found. Building from source...
running build
running build_py
copying mamba_ssm/__init__.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm
copying mamba_ssm/distributed/__init__.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/distributed
copying mamba_ssm/distributed/distributed_utils.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/distributed
copying mamba_ssm/distributed/tensor_parallel.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/distributed
copying mamba_ssm/models/__init__.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/models
copying mamba_ssm/models/mixer_seq_simple.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/models
copying mamba_ssm/models/config_mamba.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/models
copying mamba_ssm/utils/generation.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/utils
copying mamba_ssm/utils/__init__.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/utils
copying mamba_ssm/utils/hf.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/utils
copying mamba_ssm/utils/torch.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/utils
copying mamba_ssm/ops/__init__.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/ops
copying mamba_ssm/ops/selective_scan_interface.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/ops
copying mamba_ssm/modules/mha.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/modules
copying mamba_ssm/modules/__init__.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/modules
copying mamba_ssm/modules/mamba2_simple.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/modules
copying mamba_ssm/modules/mamba_simple.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/modules
copying mamba_ssm/modules/ssd_minimal.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/modules
copying mamba_ssm/modules/mamba2.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/modules
copying mamba_ssm/modules/block.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/modules
copying mamba_ssm/modules/mlp.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/modules
copying mamba_ssm/ops/triton/selective_state_update.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/ops/triton
copying mamba_ssm/ops/triton/__init__.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/ops/triton
copying mamba_ssm/ops/triton/ssd_chunk_scan.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/ops/triton
copying mamba_ssm/ops/triton/softplus.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/ops/triton
copying mamba_ssm/ops/triton/layer_norm.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/ops/triton
copying mamba_ssm/ops/triton/ssd_combined.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/ops/triton
copying mamba_ssm/ops/triton/layernorm_gated.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/ops/triton
copying mamba_ssm/ops/triton/ssd_chunk_state.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/ops/triton
copying mamba_ssm/ops/triton/ssd_bmm.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/ops/triton
copying mamba_ssm/ops/triton/k_activations.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/ops/triton
copying mamba_ssm/ops/triton/ssd_state_passing.py -> build/lib.linux-x86_64-cpython-312/mamba_ssm/ops/triton
running egg_info
writing mamba_ssm.egg-info/PKG-INFO
writing dependency_links to mamba_ssm.egg-info/dependency_links.txt
writing requirements to mamba_ssm.egg-info/requires.txt
writing top-level names to mamba_ssm.egg-info/top_level.txt
reading manifest file 'mamba_ssm.egg-info/SOURCES.txt'
adding license file 'LICENSE'
adding license file 'AUTHORS'
writing manifest file 'mamba_ssm.egg-info/SOURCES.txt'
running build_ext
building 'selective_scan_cuda' extension
[1/1] c++ -MMD -MF /home/dxia/.cache/uv/git-v0/checkouts/b8d3779b7264c4d1/95d8aba/build/temp.linux-x86_64-cpython-312/csrc/selective_scan/selective_scan.o.d -fno-strict-overflow -Wsign-compare -DNDEBUG
-g -O2 -Wall -fPIC -I/home/dxia/.cache/uv/git-v0/checkouts/b8d3779b7264c4d1/95d8aba/csrc/selective_scan -I/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/torch/include
-I/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/torch/include/torch/csrc/api/include -I/usr/local/cuda-12.9/include
-I/home/dxia/src/github.com/vllm-project/vllm/.venv/include -I/usr/include/python3.12 -c -c /home/dxia/.cache/uv/git-v0/checkouts/b8d3779b7264c4d1/95d8aba/csrc/selective_scan/selective_scan.cpp
-o /home/dxia/.cache/uv/git-v0/checkouts/b8d3779b7264c4d1/95d8aba/build/temp.linux-x86_64-cpython-312/csrc/selective_scan/selective_scan.o -O3 -std=c++17 -DTORCH_API_INCLUDE_EXTENSION_H
'-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1016"' -DTORCH_EXTENSION_NAME=selective_scan_cuda -D_GLIBCXX_USE_CXX11_ABI=1
FAILED: /home/dxia/.cache/uv/git-v0/checkouts/b8d3779b7264c4d1/95d8aba/build/temp.linux-x86_64-cpython-312/csrc/selective_scan/selective_scan.o
c++ -MMD -MF /home/dxia/.cache/uv/git-v0/checkouts/b8d3779b7264c4d1/95d8aba/build/temp.linux-x86_64-cpython-312/csrc/selective_scan/selective_scan.o.d -fno-strict-overflow -Wsign-compare -DNDEBUG
-g -O2 -Wall -fPIC -I/home/dxia/.cache/uv/git-v0/checkouts/b8d3779b7264c4d1/95d8aba/csrc/selective_scan -I/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/torch/include
-I/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/torch/include/torch/csrc/api/include -I/usr/local/cuda-12.9/include
-I/home/dxia/src/github.com/vllm-project/vllm/.venv/include -I/usr/include/python3.12 -c -c /home/dxia/.cache/uv/git-v0/checkouts/b8d3779b7264c4d1/95d8aba/csrc/selective_scan/selective_scan.cpp
-o /home/dxia/.cache/uv/git-v0/checkouts/b8d3779b7264c4d1/95d8aba/build/temp.linux-x86_64-cpython-312/csrc/selective_scan/selective_scan.o -O3 -std=c++17 -DTORCH_API_INCLUDE_EXTENSION_H
'-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1016"' -DTORCH_EXTENSION_NAME=selective_scan_cuda -D_GLIBCXX_USE_CXX11_ABI=1
In file included from /home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/torch/include/torch/csrc/Device.h:4,
from /home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/torch/include/torch/csrc/api/include/torch/python.h:8,
from /home/dxia/.cache/uv/git-v0/checkouts/b8d3779b7264c4d1/95d8aba/csrc/selective_scan/selective_scan.cpp:7:
/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/torch/include/torch/csrc/python_headers.h:12:10: fatal error: Python.h: No such file or directory
12 | #include <Python.h>
| ^~~~~~~~~~
compilation terminated.
ninja: build stopped: subcommand failed.
[stderr]
/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated
!!
********************************************************************************
Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0).
By 2026-Feb-18, you need to update your project and remove deprecated calls
or your builds will no longer be supported.
See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details.
********************************************************************************
!!
corresp(dist, value, root_dir)
/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsWarning: `install_requires` overwritten in `pyproject.toml`
(dependencies)
corresp(dist, value, root_dir)
/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated.
!!
********************************************************************************
Please consider removing the following classifiers in favor of a SPDX license expression:
License :: OSI Approved :: BSD License
See https://packaging.python.org/en/latest/guides/writing-pypro
/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated.
!!
********************************************************************************
Please consider removing the following classifiers in favor of a SPDX license expression:
License :: OSI Approved :: BSD License
See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details.
********************************************************************************
!!
self._finalize_license_expression()
/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/torch/utils/cpp_extension.py:480: UserWarning: The detected CUDA version (12.9) has a minor version mismatch with the version
that was used to compile PyTorch (12.6). Most likely this shouldn't be a problem.
warnings.warn(CUDA_MISMATCH_WARN.format(cuda_str_version, torch.version.cuda))
/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/torch/utils/cpp_extension.py:490: UserWarning: There are no x86_64-linux-gnu-g++ version bounds defined for CUDA version 12.9
warnings.warn(f'There are no {compiler_name} version bounds defined for CUDA version {cuda_str_version}')
Emitting ninja build file /home/dxia/.cache/uv/git-v0/checkouts/b8d3779b7264c4d1/95d8aba/build/temp.linux-x86_64-cpython-312/build.ninja...
Compiling objects...
Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)
Traceback (most recent call last):
File "<string>", line 317, in run
File "/usr/lib/python3.12/urllib/request.py", line 240, in urlretrieve
with contextlib.closing(urlopen(url, data)) as fp:
^^^^^^^^^^^^^^^^^^
File "/usr/lib/python3.12/urllib/request.py", line 215, in urlopen
return opener.open(url, data, timeout)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/lib/python3.12/urllib/request.py", line 521, in open
response = meth(req, response)
^^^^^^^^^^^^^^^^^^^
File "/usr/lib/python3.12/urllib/request.py", line 630, in http_response
response = self.parent.error(
^^^^^^^^^^^^^^^^^^
File "/usr/lib/python3.12/urllib/request.py", line 559, in error
return self._call_chain(*args)
^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/lib/python3.12/urllib/request.py", line 492, in _call_chain
result = func(*args)
^^^^^^^^^^^
File "/usr/lib/python3.12/urllib/request.py", line 639, in http_error_default
raise HTTPError(req.full_url, code, msg, hdrs, fp)
urllib.error.HTTPError: HTTP Error 404: Not Found
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/torch/utils/cpp_extension.py", line 2506, in _run_ninja_build
subprocess.run(
File "/usr/lib/python3.12/subprocess.py", line 571, 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 11, in <module>
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/build_meta.py", line 432, in build_wheel
return _build(['bdist_wheel'])
^^^^^^^^^^^^^^^^^^^^^^^
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/build_meta.py", line 423, in _build
return self._build_with_temp_dir(
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/build_meta.py", line 404, in _build_with_temp_dir
self.run_setup()
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/build_meta.py", line 317, in run_setup
exec(code, locals())
File "<string>", line 336, in <module>
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/__init__.py", line 117, in setup
return distutils.core.setup(**attrs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/_distutils/core.py", line 186, in setup
return run_commands(dist)
^^^^^^^^^^^^^^^^^^
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/_distutils/core.py", line 202, in run_commands
dist.run_commands()
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/_distutils/dist.py", line 1002, in run_commands
self.run_command(cmd)
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/dist.py", line 1104, in run_command
super().run_command(command)
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/_distutils/dist.py", line 1021, in run_command
cmd_obj.run()
File "<string>", line 334, in run
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/command/bdist_wheel.py", line 370, in run
self.run_command("build")
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/_distutils/cmd.py", line 357, in run_command
self.distribution.run_command(command)
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/dist.py", line 1104, in run_command
super().run_command(command)
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/_distutils/dist.py", line 1021, in run_command
cmd_obj.run()
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/_distutils/command/build.py", line 135, in run
self.run_command(cmd_name)
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/_distutils/cmd.py", line 357, in run_command
self.distribution.run_command(command)
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/dist.py", line 1104, in run_command
super().run_command(command)
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/_distutils/dist.py", line 1021, in run_command
cmd_obj.run()
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/command/build_ext.py", line 99, in run
_build_ext.run(self)
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/_distutils/command/build_ext.py", line 368, in run
self.build_extensions()
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/torch/utils/cpp_extension.py", line 1010, in build_extensions
build_ext.build_extensions(self)
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/_distutils/command/build_ext.py", line 484, in build_extensions
self._build_extensions_serial()
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/_distutils/command/build_ext.py", line 510, in _build_extensions_serial
self.build_extension(ext)
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/command/build_ext.py", line 264, in build_extension
_build_ext.build_extension(self, ext)
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/setuptools/_distutils/command/build_ext.py", line 565, in build_extension
objects = self.compiler.compile(
^^^^^^^^^^^^^^^^^^^^^^
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/torch/utils/cpp_extension.py", line 815, in unix_wrap_ninja_compile
_write_ninja_file_and_compile_objects(
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/torch/utils/cpp_extension.py", line 2159, in _write_ninja_file_and_compile_objects
_run_ninja_build(
File "/home/dxia/src/github.com/vllm-project/vllm/.venv/lib/python3.12/site-packages/torch/utils/cpp_extension.py", line 2522, in _run_ninja_build
raise RuntimeError(message) from e
RuntimeError: Error compiling objects for extension
hint: This usually indicates a problem with the package or the build environment.
|
This pull request has merge conflicts that must be resolved before it can be |
|
This pull request has merge conflicts that must be resolved before it can be |
|
@hmellor I rebased the conflicts away if you get a chance to review. Thanks! 🙏 |
hmellor
reviewed
May 28, 2025
|
This pull request has merge conflicts that must be resolved before it can be |
hmellor
reviewed
Jun 3, 2025
|
@hmellor lmk how the PR looks. Thanks! |
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FYI there is no need to workaround |
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@davidxia sorry about the delay on this one. If you reverted the change about |
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@hmellor Thanks, removed that part. |
hmellor
reviewed
Jul 29, 2025
* make it apparent the set up instructions are for Nvidia CUDA * the `pip install` command requires the PyTorch index * install the `python3-dev` Debian package that's required for building mamba-ssm wheel from source Signed-off-by: David Xia <[email protected]>
hmellor
approved these changes
Jul 29, 2025
liuyumoye
pushed a commit
to liuyumoye/vllm
that referenced
this pull request
Jul 31, 2025
Signed-off-by: David Xia <[email protected]>
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pip installcommand requires the PyTorch indexpython3-devDebian package that's required for building mamba-ssm wheel from sourceThe output of
python collect_env.py