import json
from glob import glob
import random
from tqdm import tqdm

# cnts = set()
# for fname in tqdm(glob('/etc/ssd1/jiangzhongtao/baai_embedding_tune/data/all_collect/mteb-Retrieval_aug/*.jsonl')):
#     examples = []
#     with open(fname, 'r') as f:
#         for line in f:
#             line = json.loads(line)
#             if type(line['neg']) == list:
#                 cnts.add(len(line['neg']))
            #     try:
            #         neg = random.sample(line['neg'][30:210], k=10)
            #         line['neg'] = neg
            #         del line['sims']
            #     except Exception:
            #         pass
            # examples.append(line)
    
    # with open(fname, 'w') as f:
    #     for example in examples:
    #         f.write(json.dumps(example, ensure_ascii=False) + '\n')

# import os
# import json
# from glob import glob
# from tqdm import tqdm
# src_path = '/etc/ssd1/jiangzhongtao/baai_embedding_tune/data/all_collect/mteb-Retrieval'
# for dst_file in tqdm(glob('/etc/ssd1/jiangzhongtao/baai_embedding_tune/data/all_collect/mteb-Retrieval_aug/*.jsonl')):
#     _, fname = os.path.split(dst_file)
#     src_file = os.path.join(src_path, fname)
#     if os.path.exists(src_file):
#         f_src = open(src_file, 'r')
#         f_dst = open(dst_file, 'a')
#         for line in f_src:
#             f_dst.write(line)
#         f_src.close()
#         f_dst.close()

# src_files = [
#     "/etc/ssd1/dengjingcheng/general_embedding/mteb_all_data/retrieval/arguana/mteb_ArguAna_en_Aug.jsonl",
#     "/etc/ssd1/dengjingcheng/general_embedding/mteb_all_data/retrieval/climate-fever/mteb_ClimateFEVER_en_Aug.jsonl",
#     "/etc/ssd1/dengjingcheng/general_embedding/mteb_all_data/retrieval/dbpedia/mteb_DBPedia_en_Aug.jsonl",
#     "/etc/ssd1/dengjingcheng/general_embedding/mteb_all_data/retrieval/fever/mteb_FEVER_en_Aug.jsonl",
#     "/etc/ssd1/dengjingcheng/general_embedding/mteb_all_data/retrieval/fiqa/mteb_FiQA2018_en_Aug.jsonl",
#     "/etc/ssd1/dengjingcheng/general_embedding/mteb_all_data/retrieval/hotpotqa/mteb_HotpotQA_en_Aug.jsonl",
#     "/etc/ssd1/dengjingcheng/general_embedding/mteb_all_data/retrieval/msmarco/mteb_MSMARCO_en_Aug.jsonl",
#     "/etc/ssd1/dengjingcheng/general_embedding/mteb_all_data/retrieval/nfcorpus/mteb_NFCorpus_en_Aug.jsonl",
#     "/etc/ssd1/dengjingcheng/general_embedding/mteb_all_data/retrieval/nq/mteb_NQ_en_Aug.jsonl",
#     "/etc/ssd1/dengjingcheng/general_embedding/mteb_all_data/retrieval/quora/mteb_QuoraRetrieval_en_Aug.jsonl",
#     "/etc/ssd1/dengjingcheng/general_embedding/mteb_all_data/retrieval/scidocs/mteb_SCIDOCS_en_Aug.jsonl",
#     "/etc/ssd1/dengjingcheng/general_embedding/mteb_all_data/retrieval/scifact/mteb_SciFact_en_Aug.jsonl",
#     "/etc/ssd1/dengjingcheng/general_embedding/mteb_all_data/retrieval/touche2020/mteb_Touche2020_en_Aug.jsonl",
#     "/etc/ssd1/dengjingcheng/general_embedding/mteb_all_data/retrieval/treccovid/mteb_TRECCOVID_en_Aug.jsonl"
# ]
# from tqdm import tqdm
# import json
# import os
# import random

# dst_path = '/etc/ssd1/jiangzhongtao/baai_embedding_tune/data/all_collect/mteb-Retrieval_aug'
# for src_file in tqdm(src_files):
#     _, fname = os.path.split(src_file)
#     fname = fname.replace('_Aug', '')
#     dst_file = os.path.join(dst_path, fname)

#     src_f = open(src_file, 'r')
#     dst_f = open(dst_file, 'w')

#     for line in src_f:
#         line = json.loads(line)
#         if len(line['neg']) != 1:
#             line['neg'] = random.sample(line['neg'][30:210], k=10)
#             del line['sims']
#         dst_f.write(json.dumps(line, ensure_ascii=False) + '\n')
    
#     src_f.close()
#     dst_f.close()

# import os
# import json
# from glob import glob
# for file in glob('/etc/ssd1/jiangzhongtao/baai_embedding_tune/data/all_collect/mteb-Retrieval_aug/*.jsonl'):
#     nnegs2cnt = dict()
#     _, fname = os.path.split(file)
#     with open(file, 'r') as f:
#         for line in f:
#             line = json.loads(line)
#             assert 'sims' not in set(line.keys())
#             n_negs = len(line['neg'])
#             nnegs2cnt[n_negs] = nnegs2cnt.get(n_negs, 0) + 1
#     print(fname, nnegs2cnt)