172 lines
8.2 KiB
Python
172 lines
8.2 KiB
Python
# -*- encoding:utf-8 -*-
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import json
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import threading
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import time
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from flask_app.main.json_utils import clean_json_string
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from flask_app.main.基础信息整合 import judge_consortium_bidding
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from flask_app.main.多线程提问 import read_questions_from_file, multi_threading
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from flask_app.main.通义千问long import upload_file, qianwen_long
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from flask_app.main.判断是否分包等 import merge_json_to_list, read_questions_from_judge
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from flask_app.货物标.提取采购需求main import fetch_procurement_reqs
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def aggregate_basic_info(baseinfo_list):
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"""
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将基础信息列表中的数据进行合并和分类。
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参数：
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- baseinfo_list (list): 包含多个基础信息的列表。
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返回：
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- dict: 合并和分类后的基础信息字典。
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"""
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key_groups = {
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"招标人/代理信息": ["招标人", "招标人联系方式", "招标代理机构", "招标代理机构联系方式","项目联系方式"],
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"项目信息": ["项目名称", "项目编号", "项目概况", "项目基本情况", "招标控制价", "投标竞争下浮率"],
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"采购要求": ["技术要求","商务要求","服务要求","其他要求"],
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"关键时间/内容": [
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"投标文件递交截止日期",
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"开标时间",
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"开标地点",
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"澄清招标文件的截止时间",
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"投标有效期",
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"信息公示媒介"
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],
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"保证金相关": ["质量保证金"],
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"其他信息": [
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"投标费用承担",
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"招标代理服务费",
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"是否退还投标文件"
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]
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}
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combined_data = {}
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relevant_keys_detected = set()
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# 合并所有基础信息并收集相关键
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for baseinfo in baseinfo_list:
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combined_data.update(baseinfo)
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relevant_keys_detected.update(baseinfo.keys())
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# 动态调整键组
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dynamic_key_handling(key_groups, relevant_keys_detected)
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# 按键组分类并嵌套
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for group_name, keys in key_groups.items():
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group_data = {key: combined_data.get(key, "未提供") for key in keys}
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combined_data[group_name] = group_data
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# Optionally remove original keys to avoid duplication
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for key in keys:
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combined_data.pop(key, None)
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return combined_data
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def dynamic_key_handling(key_groups, detected_keys):
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# 检查和调整键组配置
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for key in detected_keys:
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# 处理“保证金相关”组
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if "保证金" in key:
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group = key_groups["保证金相关"]
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insert_before = "质量保证金"
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if insert_before in group:
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index = group.index(insert_before)
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if key not in group: # 避免重复插入
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group.insert(index, key)
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else:
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group.append(key) # 如果没有找到特定键，则追加到末尾
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elif "联合体" in key:
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key_groups["项目信息"].append(key)
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elif "分包" in key:
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key_groups["项目信息"].append(key)
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elif "踏勘现场" in key:
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key_groups["其他信息"].append(key)
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elif "投标预备会" in key or "投标答疑会" in key:
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key_groups["其他信息"].append(key)
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elif "偏离" in key:
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key_groups["其他信息"].append(key)
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elif "递交方式" in key or "递交地点" in key:
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group = key_groups["关键时间/内容"]
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insert_after = "投标文件递交截止日期"
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if insert_after in group:
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index = group.index(insert_after)
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# 确保新键不重复
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if key not in group:
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group.insert(index + 1, key)
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else:
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# 如果“投标文件递交截止日期”不存在，则追加到末尾
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if key not in group:
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group.append(key)
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def get_base_info(baseinfo_file_path):
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file_id = upload_file(baseinfo_file_path)
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baseinfo_file_path='flask_app/static/提示词/基本信息货物标.txt'
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# baseinfo_file_path = 'D:\\flask_project\\flask_app\\static\\提示词\\基本信息货物标.txt'
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questions = read_questions_from_file(baseinfo_file_path)
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more_query = "请你根据招标文件信息，回答以下问题：是否组织踏勘现场？是否召开投标预备会（或投标答疑会）？是否退还投标文件？是否允许分包? 是否需要递交投标保证金（或磋商保证金）？是否需要提交履约保证金（或履约担保）？是否有招标代理服务费（或中标、成交服务费）？请按json格式给我提供信息，键名分别为'是否组织踏勘现场','是否召开投标预备会'（或'是否召开投标答疑会'）,'是否退还投标文件',是否允许分包','是否递交投标保证金'（或'是否递交磋商保证金'）,'是否提交履约保证金','是否有招标代理服务费',键值仅限于'是','否','未知',若存在矛盾信息，请回答'未知'。"
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questions.append(more_query)
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baseinfo_results = multi_threading(questions, "", file_id, 2) # 1代表使用百炼rag 2代表使用qianwen-long
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baseinfo_list = [res for _, res in baseinfo_results] if baseinfo_results else []
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chosen_numbers, merged = merge_json_to_list(clean_json_string(baseinfo_list.pop()))
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baseinfo_list.append(merged)
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judge_file_path = 'flask_app/static/提示词/是否相关问题货物标.txt'
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# judge_file_path = 'D:\\flask_project\\flask_app\\static\\提示词\\是否相关问题货物标.txt'
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judge_questions = read_questions_from_judge(judge_file_path, chosen_numbers)
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# print(judge_questions)
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judge_consortium = judge_consortium_bidding(baseinfo_list) # 通过招标公告判断是否接受联合体投标
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if judge_consortium:
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judge_consortium_question = (
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"该招标文件对于联合体投标的要求是怎样的，请按json格式给我提供信息，"
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"外层键名为'联合体投标要求'，其中有一个嵌套键值对为：\"是否接受联合体投标\":\"是\""
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)
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judge_questions.append(judge_consortium_question)
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res2 = multi_threading(judge_questions, "", file_id, 2) # 调用千问-long
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if not res2:
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print("基础信息整合： multi_threading error!")
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else:
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for question, response in res2:
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baseinfo_list.append(clean_json_string(response))
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return baseinfo_list
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def combine_basic_info(baseinfo_file_path, procurement_file_path):
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baseinfo_list = []
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temp_list = []
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procurement_reqs = {}
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# 定义一个线程函数来获取基础信息
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def get_base_info_thread():
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nonlocal temp_list
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temp_list = get_base_info(baseinfo_file_path)
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# 定义一个线程函数来获取采购需求
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def fetch_procurement_reqs_thread():
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nonlocal procurement_reqs
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procurement_reqs = fetch_procurement_reqs(procurement_file_path)
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# 创建并启动获取基础信息的线程
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thread1 = threading.Thread(target=get_base_info_thread)
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thread1.start()
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# 等待一秒后启动获取采购需求的线程
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time.sleep(1)
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thread2 = threading.Thread(target=fetch_procurement_reqs_thread)
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thread2.start()
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# 等待两个线程都完成
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thread1.join()
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thread2.join()
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# 合并结果
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baseinfo_list += temp_list # temp_list 是一个列表
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baseinfo_list.append(procurement_reqs) # procurement_reqs 是一个字典
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aggregated_baseinfo = aggregate_basic_info(baseinfo_list)
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return {"基础信息": aggregated_baseinfo}
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if __name__ == "__main__":
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start_time=time.time()
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baseinfo_file_path = "C:\\Users\\Administrator\\Desktop\\货物标\\truncate_all\\ztbfile_merged_baseinfo\\ztbfile_merged_baseinfo_3-31.pdf"
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# procurement_file_path = "C:\\Users\\Administrator\\Desktop\\fsdownload\\b4601ea1-f087-4fa2-88ae-336ad4d8e1e9\\tmp\\ztbfile_procurement.pdf"
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procurement_file_path = "C:\\Users\\Administrator\\Desktop\\货物标\\zboutpub\\广水农商行门禁控制主机及基础验证设备采购项目——磋商文件（定稿）（三次）_procurement.pdf"
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res = combine_basic_info(baseinfo_file_path, procurement_file_path)
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print(json.dumps(res, ensure_ascii=False, indent=4))
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end_time=time.time()
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print("elasped time:"+str(end_time-start_time))
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