MaartenGr
Building wheel for hdbscan (pyproject.toml) did not run successfully.
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv class="ansi-yellow-fg"> error: subprocess-exited-with-error
× Building wheel for hdbscan (pyproject.toml) did not run successfully.
│ exit code: 1
╰─> [168 lines of output]
running bdist_wheel
running build
running build_py
creating build
creating build/lib.linux-x86_64-cpython-310
creating build/lib.linux-x86_64-cpython-310/hdbscan
copying hdbscan/validity.py -> build/lib.linux-x86_64-cpython-310/hdbscan
copying hdbscan/init.py -> build/lib.linux-x86_64-cpython-310/hdbscan
copying hdbscan/hdbscan_.py -> build/lib.linux-x86_64-cpython-310/hdbscan
copying hdbscan/robust_single_linkage_.py -> build/lib.linux-x86_64-cpython-310/hdbscan
copying hdbscan/prediction.py -> build/lib.linux-x86_64-cpython-310/hdbscan
copying hdbscan/plots.py -> build/lib.linux-x86_64-cpython-310/hdbscan
copying hdbscan/flat.py -> build/lib.linux-x86_64-cpython-310/hdbscan
creating build/lib.linux-x86_64-cpython-310/hdbscan/tests
copying hdbscan/tests/test_prediction_utils.py -> build/lib.linux-x86_64-cpython-310/hdbscan/tests
copying hdbscan/tests/init.py -> build/lib.linux-x86_64-cpython-310/hdbscan/tests
copying hdbscan/tests/test_hdbscan.py -> build/lib.linux-x86_64-cpython-310/hdbscan/tests
copying hdbscan/tests/test_flat.py -> build/lib.linux-x86_64-cpython-310/hdbscan/tests
copying hdbscan/tests/test_rsl.py -> build/lib.linux-x86_64-cpython-310/hdbscan/tests
running build_ext
/tmp/pip-build-env-ymbqos4_/overlay/lib/python3.10/site-packages/Cython/Compiler/Main.py:381: FutureWarning: Cython directive 'language_level' not set, using '3str' for now (Py3). This has changed from earlier releases! File: /tmp/pip-install-2wkh6f67/hdbscan_d9282b91d1024c7d897cc0e02360a19f/hdbscan/_hdbscan_tree.pyx
tree = Parsing.p_module(s, pxd, full_module_name)
Compiling hdbscan/_hdbscan_tree.pyx because it changed.
[1/1] Cythonizing hdbscan/hdbscan_tree.pyx
building 'hdbscan.hdbscan_tree' extension
creating build/temp.linux-x86_64-cpython-310
creating build/temp.linux-x86_64-cpython-310/hdbscan
gcc -pthread -B /opt/conda/compiler_compat -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /opt/conda/include -fPIC -O2 -isystem /opt/conda/include -fPIC -I/opt/conda/include/python3.10 -I/tmp/pip-build-env-ymbqos4/overlay/lib/python3.10/site-packages/numpy/core/include -c hdbscan/hdbscan_tree.c -o build/temp.linux-x86_64-cpython-310/hdbscan/hdbscan_tree.o
In file included from /tmp/pip-build-env-ymbqos4/overlay/lib/python3.10/site-packages/numpy/core/include/numpy/ndarraytypes.h:1969,
from /tmp/pip-build-env-ymbqos4/overlay/lib/python3.10/site-packages/numpy/core/include/numpy/ndarrayobject.h:12,
from /tmp/pip-build-env-ymbqos4/overlay/lib/python3.10/site-packages/numpy/core/include/numpy/arrayobject.h:4,
from hdbscan/hdbscan_tree.c:1097:
/tmp/pip-build-env-ymbqos4/overlay/lib/python3.10/site-packages/numpy/core/include/numpy/npy_1_7_deprecated_api.h:17:2: warning: #warning "Using deprecated NumPy API, disable it with " "#define NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION" [-Wcpp]
17 | #warning "Using deprecated NumPy API, disable it with "
| ^~~~~~~
gcc -pthread -B /opt/conda/compiler_compat -shared -Wl,--allow-shlib-undefined -Wl,-rpath,/opt/conda/lib -Wl,-rpath-link,/opt/conda/lib -L/opt/conda/lib -Wl,--allow-shlib-undefined -Wl,-rpath,/opt/conda/lib -Wl,-rpath-link,/opt/conda/lib -L/opt/conda/lib build/temp.linux-x86_64-cpython-310/hdbscan/_hdbscan_tree.o -o build/lib.linux-x86_64-cpython-310/hdbscan/hdbscan_tree.cpython-310-x86_64-linux-gnu.so
/tmp/pip-build-env-ymbqos4/overlay/lib/python3.10/site-packages/Cython/Compiler/Main.py:381: FutureWarning: Cython directive 'language_level' not set, using '3str' for now (Py3). This has changed from earlier releases! File: /tmp/pip-install-2wkh6f67/hdbscan_d9282b91d1024c7d897cc0e02360a19f/hdbscan/_hdbscan_linkage.pyx
tree = Parsing.p_module(s, pxd, full_module_name)
Error compiling Cython file:
------------------------------------------------------------
...
import numpy as np
cimport numpy as np
from libc.float cimport DBL_MAX
from dist_metrics cimport DistanceMetric
^
------------------------------------------------------------
hdbscan/_hdbscan_linkage.pyx:12:0: 'dist_metrics.pxd' not found
Error compiling Cython file:
------------------------------------------------------------
...
import numpy as np
cimport numpy as np
from libc.float cimport DBL_MAX
from dist_metrics cimport DistanceMetric
^
------------------------------------------------------------
hdbscan/_hdbscan_linkage.pyx:12:0: 'dist_metrics/DistanceMetric.pxd' not found
Error compiling Cython file:
------------------------------------------------------------
...
cpdef np.ndarray[np.double_t, ndim=2] mst_linkage_core_vector(
np.ndarray[np.double_t, ndim=2, mode='c'] raw_data,
np.ndarray[np.double_t, ndim=1, mode='c'] core_distances,
DistanceMetric dist_metric,
^
------------------------------------------------------------
hdbscan/_hdbscan_linkage.pyx:58:8: 'DistanceMetric' is not a type identifier
Error compiling Cython file:
------------------------------------------------------------
...
continue
right_value = current_distances[j]
right_source = current_sources[j]
left_value = dist_metric.dist(&raw_data_ptr[num_features *
^
------------------------------------------------------------
hdbscan/_hdbscan_linkage.pyx:129:42: Cannot convert 'double_t *' to Python object
Error compiling Cython file:
------------------------------------------------------------
...
right_value = current_distances[j]
right_source = current_sources[j]
left_value = dist_metric.dist(&raw_data_ptr[num_features *
current_node],
&raw_data_ptr[num_features * j],
^
------------------------------------------------------------
hdbscan/_hdbscan_linkage.pyx:131:42: Cannot convert 'double_t *' to Python object
Compiling hdbscan/_hdbscan_linkage.pyx because it changed.
[1/1] Cythonizing hdbscan/_hdbscan_linkage.pyx
Traceback (most recent call last):
File "/opt/conda/lib/python3.10/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 353, in <module>
main()
File "/opt/conda/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 "/opt/conda/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-ymbqos4_/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-ymbqos4_/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-ymbqos4_/overlay/lib/python3.10/site-packages/setuptools/build_meta.py", line 487, in run_setup
super(_BuildMetaLegacyBackend,
File "/tmp/pip-build-env-ymbqos4_/overlay/lib/python3.10/site-packages/setuptools/build_meta.py", line 338, in run_setup
exec(code, locals())
File "<string>", line 96, in <module>
File "/tmp/pip-build-env-ymbqos4_/overlay/lib/python3.10/site-packages/setuptools/__init__.py", line 107, in setup
return distutils.core.setup(**attrs)
File "/tmp/pip-build-env-ymbqos4_/overlay/lib/python3.10/site-packages/setuptools/_distutils/core.py", line 185, in setup
return run_commands(dist)
File "/tmp/pip-build-env-ymbqos4_/overlay/lib/python3.10/site-packages/setuptools/_distutils/core.py", line 201, in run_commands
dist.run_commands()
File "/tmp/pip-build-env-ymbqos4_/overlay/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 969, in run_commands
self.run_command(cmd)
File "/tmp/pip-build-env-ymbqos4_/overlay/lib/python3.10/site-packages/setuptools/dist.py", line 1234, in run_command
super().run_command(command)
File "/tmp/pip-build-env-ymbqos4_/overlay/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "/tmp/pip-build-env-ymbqos4_/overlay/lib/python3.10/site-packages/wheel/bdist_wheel.py", line 343, in run
self.run_command("build")
File "/tmp/pip-build-env-ymbqos4_/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-ymbqos4_/overlay/lib/python3.10/site-packages/setuptools/dist.py", line 1234, in run_command
super().run_command(command)
File "/tmp/pip-build-env-ymbqos4_/overlay/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "/tmp/pip-build-env-ymbqos4_/overlay/lib/python3.10/site-packages/setuptools/_distutils/command/build.py", line 131, in run
self.run_command(cmd_name)
File "/tmp/pip-build-env-ymbqos4_/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-ymbqos4_/overlay/lib/python3.10/site-packages/setuptools/dist.py", line 1234, in run_command
super().run_command(command)
File "/tmp/pip-build-env-ymbqos4_/overlay/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "<string>", line 26, in run
File "/tmp/pip-build-env-ymbqos4_/overlay/lib/python3.10/site-packages/setuptools/_distutils/command/build_ext.py", line 345, in run
self.build_extensions()
File "/tmp/pip-build-env-ymbqos4_/overlay/lib/python3.10/site-packages/setuptools/_distutils/command/build_ext.py", line 467, in build_extensions
self._build_extensions_serial()
File "/tmp/pip-build-env-ymbqos4_/overlay/lib/python3.10/site-packages/setuptools/_distutils/command/build_ext.py", line 493, in _build_extensions_serial
self.build_extension(ext)
File "/tmp/pip-build-env-ymbqos4_/overlay/lib/python3.10/site-packages/Cython/Distutils/build_ext.py", line 122, in build_extension
new_ext = cythonize(
File "/tmp/pip-build-env-ymbqos4_/overlay/lib/python3.10/site-packages/Cython/Build/Dependencies.py", line 1134, in cythonize
cythonize_one(*args)
File "/tmp/pip-build-env-ymbqos4_/overlay/lib/python3.10/site-packages/Cython/Build/Dependencies.py", line 1301, in cythonize_one
raise CompileError(None, pyx_file)
Cython.Compiler.Errors.CompileError: hdbscan/_hdbscan_linkage.pyx
[end of output]
note: This error originates from a subprocess, and is likely not a problem with pip. ERROR: Failed building wheel for hdbscan ERROR: Could not build wheels for hdbscan, which is required to install pyproject.toml-based projects WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv class="ansi-yellow-fg"> WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv class="ansi-yellow-fg">
Hi, I meet this problem today ,not sure what happened, I can run the same code yesterday, and today just keep meeting this problem with hdbscan , can you please help me with it?
I believe this is [a known issue with HDBSCAN for which a new version was released that hopefully resolved the issue. I also just checked Pypi and saw that a minute ago a new version of HDBSCAN was released. That might just solve the issue.
I believe this is [a known issue with HDBSCAN for which a new version was released that hopefully resolved the issue. I also just checked Pypi and saw that a minute ago a new version of HDBSCAN was released. That might just solve the issue.
yeah, thank you so much, I just updated my scikit-learn along with HDBSCAN, and it works again, so happy because it's one of the important topic modeling models I used for my dissertation :)
Glad to hear that it works again. If you run into any other issues, feel free to reach out!
