The following error comes from "qrun benchmarks/LightGBM/workflow_config_lightgbm_Alpha158.yaml"
ERROR - qlib.workflow - [utils.py:41] - An exception has been raised[OSError: dlopen(/opt/anaconda3/envs/condavenv/lib/python3.12/site-packages/lightgbm/lib/lib_lightgbm.dylib, 0x0006): Library not loaded: @rpath/libomp.dylib
Referenced from: <D44045CD-B874-3A27-9A61-F131D99AACE4> /opt/anaconda3/envs/condavenv/lib/python3.12/site-packages/lightgbm/lib/lib_lightgbm.dylib
Reason: tried: '/opt/homebrew/opt/libomp/lib/libomp.dylib' (no such file), '/System/Volumes/Preboot/Cryptexes/OS/opt/homebrew/opt/libomp/lib/libomp.dylib' (no such file), '/opt/local/lib/libomp/libomp.dylib' (no such file), '/System/Volumes/Preboot/Cryptexes/OS/opt/local/lib/libomp/libomp.dylib' (no such file), '/opt/homebrew/opt/libomp/lib/libomp.dylib' (no such file), '/System/Volumes/Preboot/Cryptexes/OS/opt/homebrew/opt/libomp/lib/libomp.dylib' (no such file), '/opt/local/lib/libomp/libomp.dylib' (no such file), '/System/Volumes/Preboot/Cryptexes/OS/opt/local/lib/libomp/libomp.dylib' (no such file), '/opt/anaconda3/envs/condavenv/lib/python3.12/lib-dynload/../../libomp.dylib' (no such file), '/opt/anaconda3/envs/condavenv/bin/../lib/libomp.dylib' (no such file)].
File "/opt/anaconda3/envs/condavenv/bin/qrun", line 8, in
sys.exit(run())
^^^^^
File "/opt/anaconda3/envs/condavenv/lib/python3.12/site-packages/qlib/workflow/cli.py", line 153, in run
fire.Fire(workflow)
File "/opt/anaconda3/envs/condavenv/lib/python3.12/site-packages/fire/core.py", line 135, in Fire
component_trace = _Fire(component, args, parsed_flag_args, context, name)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/anaconda3/envs/condavenv/lib/python3.12/site-packages/fire/core.py", line 468, in _Fire
component, remaining_args = _CallAndUpdateTrace(
^^^^^^^^^^^^^^^^^^^^
File "/opt/anaconda3/envs/condavenv/lib/python3.12/site-packages/fire/core.py", line 684, in _CallAndUpdateTrace
component = fn(*varargs, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^
File "/opt/anaconda3/envs/condavenv/lib/python3.12/site-packages/qlib/workflow/cli.py", line 147, in workflow
recorder = task_train(config.get("task"), experiment_name=experiment_name)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/anaconda3/envs/condavenv/lib/python3.12/site-packages/qlib/model/trainer.py", line 127, in task_train
_exe_task(task_config)
File "/opt/anaconda3/envs/condavenv/lib/python3.12/site-packages/qlib/model/trainer.py", line 45, in _exe_task
model: Model = init_instance_by_config(task_config["model"], accept_types=Model)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/anaconda3/envs/condavenv/lib/python3.12/site-packages/qlib/utils/mod.py", line 177, in init_instance_by_config
klass, cls_kwargs = get_callable_kwargs(config, default_module=default_module)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/anaconda3/envs/condavenv/lib/python3.12/site-packages/qlib/utils/mod.py", line 100, in get_callable_kwargs
module = get_module_by_module_path(m_path)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/anaconda3/envs/condavenv/lib/python3.12/site-packages/qlib/utils/mod.py", line 45, in get_module_by_module_path
module = importlib.import_module(module_path)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/anaconda3/envs/condavenv/lib/python3.12/importlib/init.py", line 90, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "", line 1387, in _gcd_import
File "", line 1360, in _find_and_load
File "", line 1310, in _find_and_load_unlocked
File "", line 488, in _call_with_frames_removed
File "", line 1387, in _gcd_import
File "", line 1360, in _find_and_load
File "", line 1331, in _find_and_load_unlocked
File "", line 935, in _load_unlocked
File "", line 999, in exec_module
File "", line 488, in _call_with_frames_removed
File "/opt/anaconda3/envs/condavenv/lib/python3.12/site-packages/qlib/contrib/model/init.py", line 9, in
from .double_ensemble import DEnsembleModel
File "/opt/anaconda3/envs/condavenv/lib/python3.12/site-packages/qlib/contrib/model/double_ensemble.py", line 4, in
import lightgbm as lgb
File "/opt/anaconda3/envs/condavenv/lib/python3.12/site-packages/lightgbm/init.py", line 11, in
from .basic import Booster, Dataset, Sequence, register_logger
File "/opt/anaconda3/envs/condavenv/lib/python3.12/site-packages/lightgbm/basic.py", line 9, in
from .libpath import _LIB # isort: skip
^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/anaconda3/envs/condavenv/lib/python3.12/site-packages/lightgbm/libpath.py", line 49, in
_LIB = ctypes.cdll.LoadLibrary(_find_lib_path()[0])
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/anaconda3/envs/condavenv/lib/python3.12/ctypes/init.py", line 460, in LoadLibrary
return self._dlltype(name)
^^^^^^^^^^^^^^^^^^^
File "/opt/anaconda3/envs/condavenv/lib/python3.12/ctypes/init.py", line 379, in init
self._handle = _dlopen(self._name, mode)
^^^^^^^^^^^^^^^^^^^^^^^^^
OSError: dlopen(/opt/anaconda3/envs/condavenv/lib/python3.12/site-packages/lightgbm/lib/lib_lightgbm.dylib, 0x0006): Library not loaded: @rpath/libomp.dylib
Referenced from: <D44045CD-B874-3A27-9A61-F131D99AACE4> /opt/anaconda3/envs/condavenv/lib/python3.12/site-packages/lightgbm/lib/lib_lightgbm.dylib
Reason: tried: '/opt/homebrew/opt/libomp/lib/libomp.dylib' (no such file), '/System/Volumes/Preboot/Cryptexes/OS/opt/homebrew/opt/libomp/lib/libomp.dylib' (no such file), '/opt/local/lib/libomp/libomp.dylib' (no such file), '/System/Volumes/Preboot/Cryptexes/OS/opt/local/lib/libomp/libomp.dylib' (no such file), '/opt/homebrew/opt/libomp/lib/libomp.dylib' (no such file), '/System/Volumes/Preboot/Cryptexes/OS/opt/homebrew/opt/libomp/lib/libomp.dylib' (no such file), '/opt/local/lib/libomp/libomp.dylib' (no such file), '/System/Volumes/Preboot/Cryptexes/OS/opt/local/lib/libomp/libomp.dylib' (no such file), '/opt/anaconda3/envs/condavenv/lib/python3.12/lib-dynload/../../libomp.dylib' (no such file), '/opt/anaconda3/envs/condavenv/bin/../lib/libomp.dylib' (no such file)
Please ignore the above. I fixed it by running "conda install -c conda-forge llvm-openmp".
Hi, @a1923c
Thank you for your interest in qlib. Congratulations on solving this issue. This issue will be closed shortly.
microsoft
