def METHOD_NAME(office_path, split_ratio):
    kwargs = {"download": True, "split_train_test": True, "split_ratio": split_ratio}
    source = ImageAccess.get_multi_domain_images("office", office_path, sub_domain_set=["dslr"], **kwargs)
    target = ImageAccess.get_multi_domain_images("office", office_path, sub_domain_set=["webcam"], **kwargs)
    dataset = MultiDomainDatasets(source_access=source, target_access=target)
    dataset.prepare_data_loaders()
    dataloader = dataset.get_domain_loaders()
    testing.assert_equal(len(next(iter(dataloader))), 2)