Created
June 28, 2021 21:56
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Deep Copy, but only allow classes designed to work with deepcopy
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#!/usr/bin/env python3 | |
import copy | |
import copyreg | |
import ctypes | |
import functools | |
# First implementation, failed because copy implementations | |
# (e.g. copy._deepcopy_list) already have a reference to | |
# copy.deepcopy, and use that instead of our patched version. | |
def _monkeypatch_deepcopy(): | |
allowed_classes = [] | |
orig = copy.deepcopy | |
@functools.wraps(orig) | |
def wrapper(x, *args, **kwargs): | |
print("Deepcopying", x) | |
cls = type(x) | |
if ( | |
cls in copy._deepcopy_dispatch | |
or issubclass(cls, type) | |
or getattr(x, "__deepcopy__", None) | |
or copyreg.dispatch_table.get(cls) | |
or cls.__reduce__ is not object.__reduce__ | |
or cls.__reduce_ex__ is not object.__reduce_ex__ | |
or cls in allowed_classes | |
): | |
return orig(x, *args, **kwargs) | |
raise TypeError( | |
( | |
"Cannot copy fixture of type {}. TVM fixture caching " | |
"is limited to objects that explicitly provide the ability " | |
"to be copied (e.g. through __deepcopy__, __getstate__, or __setstate__)," | |
"and forbids the use of the default `object.__reduce__` and " | |
"`object.__reduce_ex__`. For classes that are known to be " | |
"safe to use with copy.deepcopy, please add the class to the " | |
"`allowed_classes` list in tvm.testing._monkeypatch_deepcopy" | |
).format(cls.__name__) | |
) | |
copy.deepcopy = wrapper | |
class _DeepCopyAllowedClasses(dict): | |
def __init__(self, *allowed_class_list): | |
self.allowed_class_list = allowed_class_list | |
super().__init__() | |
def get(self, key, *args, **kwargs): | |
obj = ctypes.cast(key, ctypes.py_object).value | |
cls = type(obj) | |
if ( | |
cls in copy._deepcopy_dispatch | |
or issubclass(cls, type) | |
or getattr(obj, "__deepcopy__", None) | |
or copyreg.dispatch_table.get(cls) | |
or cls.__reduce__ is not object.__reduce__ | |
or cls.__reduce_ex__ is not object.__reduce_ex__ | |
or cls in self.allowed_class_list | |
): | |
return super().get(key, *args, **kwargs) | |
raise TypeError( | |
( | |
"Cannot copy fixture of type {}. TVM fixture caching " | |
"is limited to objects that explicitly provide the ability " | |
"to be copied (e.g. through __deepcopy__, __getstate__, or __setstate__)," | |
"and forbids the use of the default `object.__reduce__` and " | |
"`object.__reduce_ex__`. For classes that are known to be " | |
"safe to use with copy.deepcopy, please add the class to " | |
"`allowed_class_list` in tvm.testing._fixture_cache" | |
).format(cls.__name__) | |
) | |
class Point: | |
def __init__(self, x, y): | |
self.x = x | |
self.y = y | |
def main(): | |
obj = [Point(1, 2)] | |
print("Deep-copy 1: ", copy.deepcopy(obj)) | |
print("Deep-copy 2: ", copy.deepcopy(obj, _DeepCopyAllowedClasses(Point))) | |
print("Deep-copy 3: ", copy.deepcopy(obj, _DeepCopyAllowedClasses())) | |
if __name__ == "__main__": | |
main() |
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