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_custom_class_base.py
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# Cached lazily on first __instancecheck__ miss to avoid an import cycle at
# module load (FakeScriptObject's module imports torch, which imports us).
_FakeScriptObject_cls: type | None = None
class CustomClassBaseMeta(type):
def __instancecheck__(cls, instance):
# When checking against CustomClassBase itself (not a concrete subclass),
# delegate to the registration system which correctly covers all
# custom classes (constant types, metaclass-only symbolic types, and
# FakeScriptObject wrappers).
if cls is CustomClassBase:
from torch._library.opaque_object import is_custom_class_obj
return is_custom_class_obj(instance)
if super().__instancecheck__(instance):
return True
# Check FakeScriptObject before hasattr to avoid triggering custom
# __getattr__ on arbitrary user objects (e.g. dict-like objects that
# raise KeyError on unknown attributes).
# e.g. test/dynamo/test_dynamic_shapes.py -k test_user_getattr1_dynamic_shapes
global _FakeScriptObject_cls
if _FakeScriptObject_cls is None:
from torch._library.fake_class_registry import FakeScriptObject
_FakeScriptObject_cls = FakeScriptObject
if isinstance(instance, _FakeScriptObject_cls) and hasattr(
instance, "real_obj"
):
return super().__instancecheck__(instance.real_obj)
return False
class CustomClassBase(metaclass=CustomClassBaseMeta):
pass
# Backward compatibility aliases
OpaqueBaseMeta = CustomClassBaseMeta
OpaqueBase = CustomClassBase
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