44 lines
1.9 KiB
Python
44 lines
1.9 KiB
Python
# Copyright The PyTorch Lightning team.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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from typing import Union
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from pytorch_lightning.core.lightning import LightningModule
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from pytorch_lightning.core.datamodule import LightningDataModule
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def is_overridden(method_name: str, model: Union[LightningModule, LightningDataModule]) -> bool:
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# if you pass DataModule instead of None or a LightningModule, we use LightningDataModule as super
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# TODO - refector this function to accept model_name, instance, parent so it makes more sense
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super_object = LightningModule if not isinstance(model, LightningDataModule) else LightningDataModule
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if not hasattr(model, method_name) or not hasattr(super_object, method_name):
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# in case of calling deprecated method
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return False
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instance_attr = getattr(model, method_name)
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if not instance_attr:
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return False
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super_attr = getattr(super_object, method_name)
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# when code pointers are different, it was implemented
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if hasattr(instance_attr, 'patch_loader_code'):
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# cannot pickle __code__ so cannot verify if PatchDataloader
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# exists which shows dataloader methods have been overwritten.
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# so, we hack it by using the string representation
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is_overridden = instance_attr.patch_loader_code != str(super_attr.__code__)
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else:
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is_overridden = instance_attr.__code__ is not super_attr.__code__
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return is_overridden
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