I use M3 MacBook and pycharm, and I get an error when running import lightgbm. I searched for information and executed the following command:
brew install open-mpi
brew install libomp
However, the following error message still appears. How to solve it? Thanks.
(base) mac@bogon ~ % python
Python 3.11.6 | packaged by conda-forge | (main, Oct 3 2023, 10:37:07) [Clang 15.0.7] on darwin
Type "help", "copyright", "credits" or "license" for more information.
>>> import lightgbm
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/Users/mac/anaconda3/lib/python3.11/site-packages/lightgbm/__init__.py", line 8, in <module>
from .basic import Booster, Dataset, Sequence, register_logger
File "/Users/mac/anaconda3/lib/python3.11/site-packages/lightgbm/basic.py", line 247, in <module>
_LIB = _load_lib()
^^^^^^^^^^^
File "/Users/mac/anaconda3/lib/python3.11/site-packages/lightgbm/basic.py", line 232, in _load_lib
lib = ctypes.cdll.LoadLibrary(lib_path[0])
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/Users/mac/anaconda3/lib/python3.11/ctypes/__init__.py", line 454, in LoadLibrary
return self._dlltype(name)
^^^^^^^^^^^^^^^^^^
File "/Users/mac/anaconda3/lib/python3.11/ctypes/__init__.py", line 376, in __init__
self._handle = _dlopen(self._name, mode)
^^^^^^^^^^^^^^^^^^^^^^^^
OSError: dlopen(/Users/mac/anaconda3/lib/python3.11/site-packages/lightgbm/lib/lib_lightgbm.so, 0x0006): tried: '/Users/mac/anaconda3/lib/python3.11/site- packages/lightgbm/lib/lib_lightgbm.so' (mach-o file, but is an incompatible architecture (have 'x86_64', need 'arm64')), '/System/Volumes/Preboot/Cryptexes/OS/Users/mac/ anaconda3/lib/python3.11/site-packages/lightgbm/lib/lib_lightgbm.so' (no such file), '/Users/mac/anaconda3/lib/python3.11/site-packages/lightgbm/lib/lib_lightgbm. so' (mach-o file, but is an incompatible architecture (have 'x86_64', need 'arm64'))
References:
Based on the answer from this link, problem solved by running pip uninstall lightgbm, then reinstalling lightgbm with:
conda install \
--yes \
-c conda-forge \
'lightgbm>=3.3.3'