import copy import json import time import concurrent.futures from flask_app.general.json_utils import clean_json_string, add_outer_key from flask_app.general.通用功能函数 import process_judge_questions, aggregate_basic_info from flask_app.general.投标人须知正文提取指定内容 import extract_from_notice from flask_app.general.判断是否分包 import merge_json_to_list from flask_app.general.llm.多线程提问 import read_questions_from_file, multi_threading from flask_app.general.llm.通义千问long import upload_file def update_baseinfo_lists(baseinfo_list1, baseinfo_list2): # 创建一个字典,用于存储 baseinfo_list1 中的所有键值对 combined_dict = {} for item in baseinfo_list1: combined_dict.update(item) # 使用 baseinfo_list2 中的信息更新 combined_dict for item in baseinfo_list2: for key, value in item.items(): if key in combined_dict: combined_dict[key] = value # 重新构建 baseinfo_list1,保持原有的结构 updated_list = [] for item in baseinfo_list1: updated_item = {} for key in item: updated_item[key] = combined_dict[key] updated_list.append(updated_item) return updated_list #先不带投标人须知正文,如果是未知,再直接问正文, def process_baseinfo_list(baseinfo_list, merged_baseinfo_path): questions_list = [] for item in baseinfo_list: # print(json.dumps(item, ensure_ascii=False, indent=4)) for key, value in item.items(): if value == "未知" or (isinstance(value, dict) and all(v == "未知" for v in value.values())): question = ( f"根据该招标文件中的信息,{key}的内容是怎样的?请按json格式给我提供信息,键名是'{key}',若存在嵌套信息,嵌套内容键名以文件中对应字段命名(或是你对相应要求的总结),而对应键值需要与原文保持一致。注意:默认情况用普通键值对返回结果即可,外层键名为{key};若原文中未提及'{key}'相关内容,在键值中填'未知'。" ) questions_list.append(question) if questions_list: file_id = upload_file(merged_baseinfo_path) baseinfo_results = multi_threading(questions_list, "", file_id, 2) return [clean_json_string(res) for _, res in baseinfo_results] if baseinfo_results else [] else: return [] def combine_basic_info(merged_baseinfo_path,merged_baseinfo_path_more, clause_path,invalid_path): """ 综合和处理基础信息,生成最终的基础信息字典。 参数: - knowledge_name (str): 知识名称。 - truncate0 (str): 文件路径。 - output_folder (str): 输出文件夹路径。 - clause_path (str): 条款路径。 返回: - dict: 综合后的基础信息。 """ # baseinfo_prompt_file_path=r'D:\flask_project\flask_app\static\提示词\基本信息工程标.txt' baseinfo_prompt_file_path = 'flask_app/static/提示词/基本信息工程标.txt' file_id = upload_file(merged_baseinfo_path) questions = read_questions_from_file(baseinfo_prompt_file_path) baseinfo_results = multi_threading(questions, "", file_id, 2) baseinfo_list1 = [clean_json_string(res) for _, res in baseinfo_results] if baseinfo_results else [] chosen_numbers, merged = merge_json_to_list(baseinfo_list1.pop()) baseinfo_list1_copy = copy.deepcopy(baseinfo_list1) baseinfo_list1.append(merged) # judge_file_path=r'D:\flask_project\flask_app\static\提示词\是否相关问题.txt' judge_file_path = 'flask_app/static/提示词/是否相关问题.txt' with concurrent.futures.ThreadPoolExecutor(max_workers=3) as executor: # 提交两个任务 future1 = executor.submit(process_judge_questions, judge_file_path, chosen_numbers, invalid_path, baseinfo_list1) future2 = executor.submit(process_baseinfo_list, baseinfo_list1_copy, merged_baseinfo_path) #未知的内容再问一次 future3 = executor.submit(extract_from_notice, merged_baseinfo_path_more, clause_path, 3) # 新增的多线程任务 # 等待两个任务完成并获取结果 future1.result() # process_judge_questions 直接修改 baseinfo_list1,不需要返回值 baseinfo_list2 = future2.result() rebidding_situation = future3.result() # 获取提取失败的情况 updated_baseinfo_list = update_baseinfo_lists(baseinfo_list1, baseinfo_list2) update_json = add_outer_key(rebidding_situation, "重新招标、不再招标和终止招标") updated_baseinfo_list.append(update_json) aggregated_baseinfo = aggregate_basic_info(updated_baseinfo_list) return {"基础信息": aggregated_baseinfo} if __name__ == "__main__": start_time = time.time() merged_baseinfo_path = r"C:\Users\Administrator\Desktop\工程\test\2022-广东-鹏华基金管理有限公司深圳深业上城办公室装修项目.docx" more=r"C:\Users\Administrator\Desktop\工程\test\2022-广东-鹏华基金管理有限公司深圳深业上城办公室装修项目.docx" # output_folder="C:\\Users\\Administrator\\Desktop\\招标文件\\special_output" tobidders_notice_table = r"D:\flask_project\flask_app\static\output\output1\6f2010ee-d7cd-4787-a26a-2db8233d179a\ztbfile_tobidders_notice_table.pdf" # tobidders_notice = r"D:\flask_project\flask_app\static\output\output1\6f2010ee-d7cd-4787-a26a-2db8233d179a\ztbfile_tobidders_notice.pdf" clause_path = "" invalid_path=r"C:\Users\Administrator\Desktop\工程\test\2022-广东-鹏华基金管理有限公司深圳深业上城办公室装修项目.docx" res = combine_basic_info(merged_baseinfo_path,more, clause_path,invalid_path) print(json.dumps(res, ensure_ascii=False, indent=4)) end_time = time.time() print("elapsed_time:" + str(end_time - start_time))