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online-ml
ERROR: Failed building wheel for river
note: This error originates from a subprocess, and is likely not a problem with pip. ERROR: Failed building wheel for river Failed to build river ERROR: Could not build wheels for river, which is required to install pyproject.toml-based projects
This error occurs when I installing river via pip. Can anyone knows how to resolve this issue?
Hey, Could you provide a minimal reproducible example, please? With your system information?
I am encountering the same problem with macOS 14.4.1. Steps to reproduce: pip install river
I'm sorry to hear that @marinasie. I'm on MacOS 14, Sonoma, and it's working. Could you share a traceback, including the error you obtained?
Thanks for helping me out @MaxHalford ! This is my traceback when running pip install river:
Building wheels for collected packages: river
Building wheel for river (pyproject.toml) ... error
error: subprocess-exited-with-error
× Building wheel for river (pyproject.toml) did not run successfully.
│ exit code: 1
╰─> [116 lines of output]
A setup.py file already exists. Using it.
Error compiling Cython file:
------------------------------------------------------------
...
# distutils: language = c++
# distutils: extra_compile_args = "-std=c++11"
import cython
from .efficient_rollingrocauc cimport RollingROCAUC as CppRollingROCAUC
^
------------------------------------------------------------
build/lib.linux-x86_64-cpython-312/river/metrics/efficient_rollingrocauc/efficient_rollingrocauc.pyx:6:0: relative cimport from non-package directory is not allowed
Error compiling Cython file:
------------------------------------------------------------
...
from .efficient_rollingrocauc cimport RollingROCAUC as CppRollingROCAUC
cdef class EfficientRollingROCAUC:
cdef cython.int positiveLabel
cdef cython.ulong windowSize
cdef CppRollingROCAUC* rollingrocauc
^
------------------------------------------------------------
build/lib.linux-x86_64-cpython-312/river/metrics/efficient_rollingrocauc/efficient_rollingrocauc.pyx:11:9: 'CppRollingROCAUC' is not a type identifier
Error compiling Cython file:
------------------------------------------------------------
...
cdef CppRollingROCAUC* rollingrocauc
def __cinit__(self, cython.int positiveLabel, cython.ulong windowSize):
self.positiveLabel = positiveLabel
self.windowSize = windowSize
self.rollingrocauc = new CppRollingROCAUC(positiveLabel, windowSize)
^
------------------------------------------------------------
build/lib.linux-x86_64-cpython-312/river/metrics/efficient_rollingrocauc/efficient_rollingrocauc.pyx:16:33: 'CppRollingROCAUC' is not a type identifier
Error compiling Cython file:
------------------------------------------------------------
...
cdef CppRollingROCAUC* rollingrocauc
def __cinit__(self, cython.int positiveLabel, cython.ulong windowSize):
self.positiveLabel = positiveLabel
self.windowSize = windowSize
self.rollingrocauc = new CppRollingROCAUC(positiveLabel, windowSize)
^
------------------------------------------------------------
build/lib.linux-x86_64-cpython-312/river/metrics/efficient_rollingrocauc/efficient_rollingrocauc.pyx:16:29: new operator can only be applied to a C++ class
Error compiling Cython file:
------------------------------------------------------------
...
self.windowSize = windowSize
self.rollingrocauc = new CppRollingROCAUC(positiveLabel, windowSize)
def __dealloc__(self):
if not self.rollingrocauc == NULL:
del self.rollingrocauc
^
------------------------------------------------------------
build/lib.linux-x86_64-cpython-312/river/metrics/efficient_rollingrocauc/efficient_rollingrocauc.pyx:20:20: Deletion of non-Python, non-C++ object
Compiling build/lib.linux-x86_64-cpython-312/river/drift/adwin_c.pyx because it changed.
Compiling build/lib.linux-x86_64-cpython-312/river/metrics/efficient_rollingrocauc/efficient_rollingrocauc.pyx because it depends on /private/var/folders/0b/nxx7zwbd6892znfk2t06h5n80000gn/T/pip-build-env-w84ohfek/overlay/lib/python3.10/site-packages/Cython/Includes/libcpp/vector.pxd.
Compiling build/lib.linux-x86_64-cpython-312/river/metrics/expected_mutual_info.pyx because it changed.
Compiling build/lib.linux-x86_64-cpython-312/river/utils/vectordict.pyx because it changed.
Compiling river/drift/adwin_c.pyx because it changed.
Compiling river/metrics/efficient_rollingrocauc/efficient_rollingrocauc.pyx because it depends on /private/var/folders/0b/nxx7zwbd6892znfk2t06h5n80000gn/T/pip-build-env-w84ohfek/overlay/lib/python3.10/site-packages/Cython/Includes/libcpp/vector.pxd.
Compiling river/metrics/expected_mutual_info.pyx because it changed.
Compiling river/utils/vectordict.pyx because it changed.
[1/8] Cythonizing build/lib.linux-x86_64-cpython-312/river/drift/adwin_c.pyx
[2/8] Cythonizing build/lib.linux-x86_64-cpython-312/river/metrics/expected_mutual_info.pyx
[3/8] Cythonizing build/lib.linux-x86_64-cpython-312/river/utils/vectordict.pyx
[4/8] Cythonizing river/drift/adwin_c.pyx
[5/8] Cythonizing river/metrics/expected_mutual_info.pyx
[6/8] Cythonizing river/utils/vectordict.pyx
[7/8] Cythonizing build/lib.linux-x86_64-cpython-312/river/metrics/efficient_rollingrocauc/efficient_rollingrocauc.pyx
Traceback (most recent call last):
File "/private/var/folders/0b/nxx7zwbd6892znfk2t06h5n80000gn/T/pip-install-8jj_hf2x/river_5c1dc9f218384df098e06c22f57902ef/setup.py", line 82, in <module>
from build import *
File "/private/var/folders/0b/nxx7zwbd6892znfk2t06h5n80000gn/T/pip-install-8jj_hf2x/river_5c1dc9f218384df098e06c22f57902ef/build.py", line 22, in <module>
ext_modules = cythonize(
File "/private/var/folders/0b/nxx7zwbd6892znfk2t06h5n80000gn/T/pip-build-env-w84ohfek/overlay/lib/python3.10/site-packages/Cython/Build/Dependencies.py", line 1154, in cythonize
cythonize_one(*args)
File "/private/var/folders/0b/nxx7zwbd6892znfk2t06h5n80000gn/T/pip-build-env-w84ohfek/overlay/lib/python3.10/site-packages/Cython/Build/Dependencies.py", line 1321, in cythonize_one
raise CompileError(None, pyx_file)
Cython.Compiler.Errors.CompileError: build/lib.linux-x86_64-cpython-312/river/metrics/efficient_rollingrocauc/efficient_rollingrocauc.pyx
Traceback (most recent call last):
File "/Users/user/miniconda3/envs/bird/lib/python3.10/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 353, in <module>
main()
File "/Users/user/miniconda3/envs/bird/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 "/Users/user/miniconda3/envs/bird/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 "/private/var/folders/0b/nxx7zwbd6892znfk2t06h5n80000gn/T/pip-build-env-w84ohfek/overlay/lib/python3.10/site-packages/poetry/core/masonry/api.py", line 58, in build_wheel
return WheelBuilder.make_in(
File "/private/var/folders/0b/nxx7zwbd6892znfk2t06h5n80000gn/T/pip-build-env-w84ohfek/overlay/lib/python3.10/site-packages/poetry/core/masonry/builders/wheel.py", line 88, in make_in
wb.build(target_dir=directory)
File "/private/var/folders/0b/nxx7zwbd6892znfk2t06h5n80000gn/T/pip-build-env-w84ohfek/overlay/lib/python3.10/site-packages/poetry/core/masonry/builders/wheel.py", line 121, in build
self._build(zip_file)
File "/private/var/folders/0b/nxx7zwbd6892znfk2t06h5n80000gn/T/pip-build-env-w84ohfek/overlay/lib/python3.10/site-packages/poetry/core/masonry/builders/wheel.py", line 182, in _build
self._run_build_command(setup)
File "/private/var/folders/0b/nxx7zwbd6892znfk2t06h5n80000gn/T/pip-build-env-w84ohfek/overlay/lib/python3.10/site-packages/poetry/core/masonry/builders/wheel.py", line 248, in _run_build_command
subprocess.check_call([
File "/Users/user/miniconda3/envs/bird/lib/python3.10/subprocess.py", line 369, in check_call
raise CalledProcessError(retcode, cmd)
subprocess.CalledProcessError: Command '['/Users/user/miniconda3/envs/bird/bin/python3', '/private/var/folders/0b/nxx7zwbd6892znfk2t06h5n80000gn/T/pip-install-8jj_hf2x/river_5c1dc9f218384df098e06c22f57902ef/setup.py', 'build', '-b', '/private/var/folders/0b/nxx7zwbd6892znfk2t06h5n80000gn/T/pip-install-8jj_hf2x/river_5c1dc9f218384df098e06c22f57902ef/build', '--build-purelib', '/private/var/folders/0b/nxx7zwbd6892znfk2t06h5n80000gn/T/pip-install-8jj_hf2x/river_5c1dc9f218384df098e06c22f57902ef/build/lib', '--build-platlib', '/private/var/folders/0b/nxx7zwbd6892znfk2t06h5n80000gn/T/pip-install-8jj_hf2x/river_5c1dc9f218384df098e06c22f57902ef/build/lib.macosx-10.9-x86_64-cpython-310']' 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 river
Failed to build river
ERROR: Could not build wheels for river, which is required to install pyproject.toml-based projects
Ok super weird. Normally a pre-built wheel should be used, so you don't have to install from scratch. I asked because I see a cpython-312 in your traceback, making me think you're on Python 3.12... I'm not really sure how to help now 😅
I think there is no pre-built wheel for MacOS 14 on an Intel CPU, so Pip builds it from scratch. I have no idea why Pip is using cpython3.12 instead of 3.9 in my case.
I am getting the same error as @marinasie with Python 3.11 mac 14.3 when using pip install river. I was also running into issues installing the latest development version from github until I ran rustup target add x86_64-apple-darwin, I don't seem to be getting errors now but I haven't tried out River yet.
Yes, thank you @hannahleblanc !
This installation procedure solved it for me:
rustup target add x86_64-apple-darwin
pip install git+ssh://[email protected]/online-ml/river.git --upgrade # using SSH
pip install git+https://github.com/online-ml/river --upgrade # or alternatively run with https
Worked with python 3.10.11 and macOS 14.4.1
Now river works like a charm. 🚀
Hi all, same error on macOS 12.5.1 (on x86 arch), python 3.10 or 3.12 equally, that disappears when rolling back to river 0.19.0 however. The command rustup target add x86_64-apple-darwin does not do the trick for me for installing river >=0.20.0
