import json
from os import environ

from datasets import Dataset

from opencompass.registry import LOAD_DATASET
from opencompass.utils import get_data_path

from .base import BaseDataset


@LOAD_DATASET.register_module()
class CMNLIDataset(BaseDataset):

    @staticmethod
    def load(path, local_mode: bool = False):
        path = get_data_path(path, local_mode=local_mode)
        if environ.get('DATASET_SOURCE') == 'ModelScope':
            from modelscope import MsDataset
            ms_dataset = MsDataset.load(path, split='dev')
            data = []
            for line in ms_dataset:
                row = line
                if line['label'] == '-':
                    continue
                data.append(row)
        else:
            data = []
            with open(path, 'r', encoding='utf-8') as f:
                for line in f:
                    line = json.loads(line)
                    if line['label'] == '-':
                        continue
                    data.append(line)
        return Dataset.from_list(data)


@LOAD_DATASET.register_module()
class CMNLIDatasetV2(BaseDataset):

    @staticmethod
    def load(path, local_mode: bool = False):
        path = get_data_path(path, local_mode=local_mode)
        if environ.get('DATASET_SOURCE') == 'ModelScope':
            from modelscope import MsDataset
            ms_dataset = MsDataset.load(path, split='dev')
            data = []
            for line in ms_dataset:
                row = line
                if line['label'] == '-':
                    continue
                row['label'] = {
                    'entailment': 'A',
                    'contradiction': 'B',
                    'neutral': 'C',
                }[line['label']]
                data.append(row)
        else:
            data = []
            with open(path, 'r', encoding='utf-8') as f:
                for line in f:
                    line = json.loads(line)
                    if line['label'] == '-':
                        continue
                    line['label'] = {
                        'entailment': 'A',
                        'contradiction': 'B',
                        'neutral': 'C',
                    }[line['label']]
                    data.append(line)
        return Dataset.from_list(data)