"""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)