202 lines
9.9 KiB
Python
202 lines
9.9 KiB
Python
import copy
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import json
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import time
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import concurrent.futures
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from flask_app.general.json_utils import clean_json_string, rename_outer_key
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from flask_app.general.通用功能函数 import judge_consortium_bidding, process_judge_questions
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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.工程标.判断是否分包等 import read_questions_from_judge, merge_json_to_list
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from flask_app.general.多线程提问 import read_questions_from_file, multi_threading
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from flask_app.general.通义千问long import upload_file,qianwen_long
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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": ["退还投标保证金","质量保证金"],
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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
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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 = "退还投标保证金"
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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 update_baseinfo_lists(baseinfo_list1, baseinfo_list2):
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# 创建一个字典，用于存储 baseinfo_list1 中的所有键值对
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combined_dict = {}
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for item in baseinfo_list1:
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combined_dict.update(item)
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# 使用 baseinfo_list2 中的信息更新 combined_dict
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for item in baseinfo_list2:
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for key, value in item.items():
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if key in combined_dict:
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combined_dict[key] = value
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# 重新构建 baseinfo_list1，保持原有的结构
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updated_list = []
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for item in baseinfo_list1:
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updated_item = {}
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for key in item:
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updated_item[key] = combined_dict[key]
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updated_list.append(updated_item)
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return updated_list
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#先不带投标人须知正文，如果是未知，再直接问正文，
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def process_baseinfo_list(baseinfo_list, tobidders_notice):
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questions_list = []
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for item in baseinfo_list:
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# print(json.dumps(item, ensure_ascii=False, indent=4))
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for key, value in item.items():
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if value == "未知" or (isinstance(value, dict) and all(v == "未知" for v in value.values())):
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question = (
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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，键名为{key}；若原文中未提及'{key}'相关内容，在键值中填'未知'。"
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)
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questions_list.append(question)
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if questions_list:
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file_id = upload_file(tobidders_notice)
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baseinfo_results = multi_threading(questions_list, "", file_id, 2)
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return [clean_json_string(res) for _, res in baseinfo_results] if baseinfo_results else []
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else:
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return []
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def combine_basic_info(merged_baseinfo_path,merged_baseinfo_path_more, tobidders_notice, 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_prompt_file_path=r'D:\flask_project\flask_app\static\提示词\基本信息工程标qianwen-long.txt'
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baseinfo_prompt_file_path = 'flask_app/static/提示词/基本信息工程标qianwen-long.txt'
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file_id1 = upload_file(merged_baseinfo_path)
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questions = read_questions_from_file(baseinfo_prompt_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？是否允许偏离？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？是否需要提交履约保证金（履约担保）？是否有招标代理服务费？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','是否允许偏离','是否退还投标文件',是否允许分包','是否递交投标保证金','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_id1, 2)
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baseinfo_list1 = [clean_json_string(res) for _, res in baseinfo_results] if baseinfo_results else []
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chosen_numbers, merged = merge_json_to_list(baseinfo_list1.pop(),tobidders_notice)
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baseinfo_list1_copy = copy.deepcopy(baseinfo_list1)
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baseinfo_list1.append(merged)
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# judge_file_path=r'D:\flask_project\flask_app\static\提示词\是否相关问题qianwen-long.txt'
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judge_file_path = 'flask_app/static/提示词/是否相关问题qianwen-long.txt'
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with concurrent.futures.ThreadPoolExecutor(max_workers=3) as executor:
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# 提交两个任务
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future1 = executor.submit(process_judge_questions, judge_file_path, chosen_numbers, merged_baseinfo_path, baseinfo_list1)
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future2 = executor.submit(process_baseinfo_list, baseinfo_list1_copy, tobidders_notice) #只问tobidders_notice
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future3 = executor.submit(extract_from_notice, merged_baseinfo_path_more, clause_path, 3) # 新增的多线程任务
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# 等待两个任务完成并获取结果
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future1.result() # process_judge_questions 直接修改 baseinfo_list1，不需要返回值
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baseinfo_list2 = future2.result()
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rebidding_situation = future3.result() # 获取提取失败的情况
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updated_list = update_baseinfo_lists(baseinfo_list1, baseinfo_list2)
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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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updated_list.append(update_json)
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aggregated_baseinfo = aggregate_basic_info_engineering(updated_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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merged_baseinfo_path = r"D:\flask_project\flask_app\static\output\output1\6f2010ee-d7cd-4787-a26a-2db8233d179a\ztbfile_merged_baseinfo.pdf"
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more=r"D:\flask_project\flask_app\static\output\output1\6f2010ee-d7cd-4787-a26a-2db8233d179a\merged_baseinfo_path_more.pdf"
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# output_folder="C:\\Users\\Administrator\\Desktop\\招标文件\\special_output"
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tobidders_notice_table = r"D:\flask_project\flask_app\static\output\output1\6f2010ee-d7cd-4787-a26a-2db8233d179a\ztbfile_tobidders_notice_table.pdf"
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tobidders_notice = r"D:\flask_project\flask_app\static\output\output1\6f2010ee-d7cd-4787-a26a-2db8233d179a\ztbfile_tobidders_notice.pdf"
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clause_path = r"D:\flask_project\flask_app\static\output\output1\6f2010ee-d7cd-4787-a26a-2db8233d179a\clause1.json"
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res = combine_basic_info(merged_baseinfo_path,more,tobidders_notice, clause_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("elapsed_time:" + str(end_time - start_time))
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