Closed TheLuminary closed 1 year ago
Same issue here with PyTorch 1.13 and AutoGL 0.3.1. Any fixes? Would really like to try this library with PyG backend. Thanks!
Sorry for late response, the bug sometimes happens because importing pkg_resources
in such case may cost very long time. There is a possible solution below:
import pkg_resources
directly in your environment.import pkg_resources
at the beginning of the code you will run.
As such, pkg_resources
will be imported in a fast way.
the procedure of import frozen when the backend is selected as PyG. When the backend is selected as DGL, the import of autogl is good.
Environment (please complete the following information):
To Reproduce Steps to reproduce the behavior:
AUTOGL_BACKEND=pyg python
.import autogl
in Python shell, then the is import is frozen.Ctrl + C
to interrupt the process and you may see the traces as follows.Trace Traceback (most recent call last):
from .evaluate import Evaluator
File "/environment/miniconda3/envs/AutoGL-develop/lib/python3.7/site-packages/ogb/nodeproppred/evaluate.py", line 1, in
from sklearn.metrics import roc_auc_score
File "/environment/miniconda3/envs/AutoGL-develop/lib/python3.7/site-packages/sklearn/init.py", line 82, in
from .base import clone
File "/environment/miniconda3/envs/AutoGL-develop/lib/python3.7/site-packages/sklearn/base.py", line 17, in
from .utils import _IS_32BIT
File "/environment/miniconda3/envs/AutoGL-develop/lib/python3.7/site-packages/sklearn/utils/init.py", line 25, in
from . import _joblib
File "/environment/miniconda3/envs/AutoGL-develop/lib/python3.7/site-packages/sklearn/utils/_joblib.py", line 7, in
import joblib
File "/environment/miniconda3/envs/AutoGL-develop/lib/python3.7/site-packages/joblib/init.py", line 113, in
from .memory import Memory, MemorizedResult, register_store_backend
File "/environment/miniconda3/envs/AutoGL-develop/lib/python3.7/site-packages/joblib/memory.py", line 32, in
from ._store_backends import StoreBackendBase, FileSystemStoreBackend
File "/environment/miniconda3/envs/AutoGL-develop/lib/python3.7/site-packages/joblib/_store_backends.py", line 15, in
from .backports import concurrency_safe_rename
File "/environment/miniconda3/envs/AutoGL-develop/lib/python3.7/site-packages/joblib/backports.py", line 7, in
from distutils.version import LooseVersion
File "", line 983, in _find_and_load
File "", line 963, in _find_and_load_unlocked
File "", line 906, in _find_spec
File "/environment/miniconda3/envs/AutoGL-develop/lib/python3.7/site-packages/_distutils_hack/init.py", line 97, in find_spec
return method()
File "/environment/miniconda3/envs/AutoGL-develop/lib/python3.7/site-packages/_distutils_hack/init.py", line 108, in spec_for_distutils
mod = importlib.import_module('setuptools._distutils')
File "/environment/miniconda3/envs/AutoGL-develop/lib/python3.7/importlib/init.py", line 127, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "/environment/miniconda3/envs/AutoGL-develop/lib/python3.7/site-packages/setuptools/init.py", line 16, in
import setuptools.version
File "/environment/miniconda3/envs/AutoGL-develop/lib/python3.7/site-packages/setuptools/version.py", line 1, in
import pkg_resources
File "", line 202, in _lock_unlock_module
File "", line 98, in acquire
KeyboardInterrupt
File "backend.py", line 2, in
import autogl
File "/home/featurize/PycharmProjects/AutoGL-develop/AutoGL-dev/autogl/init.py", line 1, in
from . import (
File "/home/featurize/PycharmProjects/AutoGL-develop/AutoGL-dev/autogl/datasets/init.py", line 14, in
from ._ogb import (
File "/home/featurize/PycharmProjects/AutoGL-develop/AutoGL-dev/autogl/datasets/_ogb.py", line 4, in
from ogb.nodeproppred import NodePropPredDataset
File "/environment/miniconda3/envs/AutoGL-develop/lib/python3.7/site-packages/ogb/nodeproppred/init.py", line 1, in
Screenshots (omitted)