# 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 from glob import glob import os import random # dst_path = '/etc/ssd1/jiangzhongtao/baai_embedding_tune/data/all_collect/mteb-Retrieval_main-hn+aug' # # 这里是把aug的数据拷贝过来,并采样 # 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() # 这里是把main-hn和aug的数据合并,如果该数据不存在main-hn,则直接合并main的数据 mainhn_path = '/etc/ssd1/jiangzhongtao/baai_embedding_tune/data/all_collect/mteb-Retrieval_main-hn' main_path = '/etc/ssd1/jiangzhongtao/baai_embedding_tune/data/all_collect/mteb-Retrieval_main' for dst_file in tqdm(glob('/etc/ssd1/jiangzhongtao/baai_embedding_tune/data/all_collect/mteb-Retrieval_main-hn+aug/*.jsonl')): _, fname = os.path.split(dst_file) src_file = os.path.join(mainhn_path, fname) if not os.path.exists(src_file): src_file = os.path.join(main_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()