167 lines
7.1 KiB
Python
167 lines
7.1 KiB
Python
import json
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from flask_app.general.json_utils import clean_json_string
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from flask_app.工程标.投标人须知正文提取指定内容工程标 import extract_from_notice
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from flask_app.old_version.判断是否分包等_old import judge_whether_main, read_questions_from_judge
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from flask_app.general.llm.多线程提问 import read_questions_from_file, multi_threading
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from flask_app.general.llm.通义千问long import upload_file
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from flask_app.general.通用功能函数 import judge_consortium_bidding
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def aggregate_basic_info_engineering(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"],
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"项目信息": ["项目名称", "招标编号", "项目概况", "招标范围", "招标控制价", "投标竞争下浮率"],
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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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"投标文件递交方式",
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"开标时间",
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"开标地点",
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"投标人要求澄清招标文件的截止时间",
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"投标有效期",
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"评标结果公示媒介"
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],
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"保证金相关": ["质量保证金", "退还投标保证金"],
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"其他信息": [
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"重新招标、不再招标和终止招标",
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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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# 创建一个副本以存储未分类的项目
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unclassified_items = {k: v for k, v in combined_data.items() if k not in [item for sublist in key_groups.values() for item in sublist]}
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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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# 从 unclassified_items 中移除已分类的键
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for key in keys:
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unclassified_items.pop(key, None)
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# 将剩余未分类的键值对添加到 "其他信息" 组
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combined_data["其他信息"].update(unclassified_items)
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# 移除顶层的未分类键值对
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for key in list(combined_data.keys()):
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if key not in key_groups:
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del combined_data[key]
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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,插到"质量保证金"前
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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:
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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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def combine_basic_info(knowledge_name, truncate0, output_folder, clause_path):
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"""
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综合和处理基础信息，生成最终的基础信息字典。
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参数：
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- knowledge_name (str): 知识名称。
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- truncate0 (str): 文件路径。
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- output_folder (str): 输出文件夹路径。
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- clause_path (str): 条款路径。
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返回：
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- dict: 综合后的基础信息。
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"""
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baseinfo_list = []
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baseinfo_file_path = 'flask_app/static/提示词/基本信息工程标.txt'
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# baseinfo_file_path = 'D:\\flask_project\\flask_app\\static\\提示词\\基本信息工程标.txt'
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questions = read_questions_from_file(baseinfo_file_path)
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res1 = multi_threading(questions, knowledge_name)
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for index, response in res1:
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try:
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if response and len(response) > 1:
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baseinfo_list.append(clean_json_string(response[1]))
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else:
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print(f"基础信息整合： Warning: Missing or incomplete response data for query index {index}.")
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except Exception as e:
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print(f"基础信息整合： Error processing response for query index {index}: {e}")
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# 判断是否分包、是否需要递交投标保证金等
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chosen_numbers, merged = judge_whether_main(truncate0, output_folder)
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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.txt'
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# judge_file_path = 'D:\\flask_project\\flask_app\\static\\提示词\\是否相关问题.txt'
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judge_questions = read_questions_from_judge(judge_file_path, chosen_numbers)
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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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file_id = upload_file(truncate0)
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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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rebidding_situation = extract_from_notice(clause_path, 3) # "重新招标, 不再招标和终止招标"需从投标人须知正文提取
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update_json = rename_outer_key(rebidding_situation, "重新招标、不再招标和终止招标")
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baseinfo_list.append(update_json)
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aggregated_baseinfo = aggregate_basic_info_engineering(baseinfo_list) # 现在是一个字典
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return {"基础信息": aggregated_baseinfo}
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if __name__ == "__main__":
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knowledge_name = "ztb"
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output_folder="C:\\Users\Administrator\Desktop\\fsdownload\\3424b7cb-1f85-44b4-a432-44539b870405"
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truncate0="C:\\Users\Administrator\Desktop\\fsdownload\\3424b7cb-1f85-44b4-a432-44539b870405\\ztbfile_tobidders_notice_table.pdf"
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clause_path="C:\\Users\Administrator\Desktop\\fsdownload\\3424b7cb-1f85-44b4-a432-44539b870405\\clause1.json"
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res=combine_basic_info(knowledge_name,truncate0,output_folder,clause_path)
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print(json.dumps(res,ensure_ascii=False,indent=4))
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