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Cannot import fairseq in an environment that doesn't support multiprocessing
🐛 Bug
I've opened #4886 to fix this.
Fire up a Lambda with fairseq in it and watch the fireworks!
[ERROR] OSError: [Errno 38] Function not implemented Traceback (most recent call last):
File "/opt/pyenv/versions/3.8.15/lib/python3.8/importlib/__init__.py", line 127, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 1014, in _gcd_import
File "<frozen importlib._bootstrap>", line 991, in _find_and_load
File "<frozen importlib._bootstrap>", line 961, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
File "<frozen importlib._bootstrap>", line 1014, in _gcd_import
File "<frozen importlib._bootstrap>", line 991, in _find_and_load
File "<frozen importlib._bootstrap>", line 975, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 671, in _load_unlocked
File "<frozen importlib._bootstrap_external>", line 843, in exec_module
File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
File "/app/APP_DIRECTORY/__init__.py", line 1, in <module>
from .transformer import transformer
File "/app/APP_DIRECTORY/transformer/transformer.py", line 1, in <module>
from fairseq.models import register_model_architecture
File "/app/.venv/lib/python3.8/site-packages/fairseq/__init__.py", line 39, in <module>
import fairseq.pdb # noqa
File "/app/.venv/lib/python3.8/site-packages/fairseq/pdb.py", line 16, in <module>
_stdin_lock = multiprocessing.Lock()
File "/opt/pyenv/versions/3.8.15/lib/python3.8/multiprocessing/context.py", line 68, in Lock
return Lock(ctx=self.get_context())
File "/opt/pyenv/versions/3.8.15/lib/python3.8/multiprocessing/synchronize.py", line 162, in __init__
SemLock.__init__(self, SEMAPHORE, 1, 1, ctx=ctx)
File "/opt/pyenv/versions/3.8.15/lib/python3.8/multiprocessing/synchronize.py", line 57, in __init__
sl = self._semlock = _multiprocessing.SemLock(
To Reproduce
Import fairseq in a Python Lambda function.
Expected behavior
Normal behavior, rather than an OSError
. Ideally, the library shouldn't import pdb
at runtime at all but I think that's a separate discussion. 😄
Environment
- AWS Lambda, Python 3.8
- fairseq 0.10.2
- pytorch 1.8.1