# Copyright The PyTorch Lightning team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """Custom dataloaders for testing.""" class CustomInfDataloader: def __init__(self, dataloader): self.dataloader = dataloader self.iter = iter(dataloader) self.count = 0 self.dataloader.num_workers = 0 # reduce chance for hanging pytest def __iter__(self): self.count = 0 return self def __next__(self): if self.count >= 50: raise StopIteration self.count = self.count + 1 try: return next(self.iter) except StopIteration: self.iter = iter(self.dataloader) return next(self.iter) class CustomNotImplementedErrorDataloader(CustomInfDataloader): def __len__(self): """raise NotImplementedError.""" raise NotImplementedError def __next__(self): if self.count >= 2: raise StopIteration self.count = self.count + 1 try: return next(self.iter) except StopIteration: self.iter = iter(self.dataloader) return next(self.iter)