Source code for mmrotate.utils.misc

# Copyright (c) OpenMMLab. All rights reserved.
from mmengine.config import Config, ConfigDict
from typing import Union




def get_test_pipeline_cfg(cfg: Union[str, ConfigDict]) -> ConfigDict:
    """Get the test dataset pipeline from entire config.

    Args:
        cfg (str or :obj:`ConfigDict`): the entire config. Can be a config
            file or a ``ConfigDict``.

    Returns:
        :obj:`ConfigDict`: the config of test dataset.
    """
    if isinstance(cfg, str):
        cfg = Config.fromfile(cfg)

    def _get_test_pipeline_cfg(dataset_cfg):
        if 'pipeline' in dataset_cfg:
            return dataset_cfg.pipeline
        # handle dataset wrapper
        elif 'dataset' in dataset_cfg:
            return _get_test_pipeline_cfg(dataset_cfg.dataset)
        # handle dataset wrappers like ConcatDataset
        elif 'datasets' in dataset_cfg:
            return _get_test_pipeline_cfg(dataset_cfg.datasets[0])

        raise RuntimeError('Cannot find `pipeline` in `test_dataloader`')

    return _get_test_pipeline_cfg(cfg.test_dataloader.dataset)