133 lines
5.9 KiB
Python
133 lines
5.9 KiB
Python
from toolbox import update_ui
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from toolbox import CatchException, report_exception
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from toolbox import write_history_to_file, promote_file_to_downloadzone
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from .crazy_utils import request_gpt_model_in_new_thread_with_ui_alive
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fast_debug = False
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def 解析docx(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt):
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import time, os
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# pip install python-docx 用于docx格式，跨平台
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# pip install pywin32 用于doc格式，仅支持Win平台
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for index, fp in enumerate(file_manifest):
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if fp.split(".")[-1] == "docx":
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from docx import Document
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doc = Document(fp)
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file_content = "\n".join([para.text for para in doc.paragraphs])
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else:
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try:
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import win32com.client
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word = win32com.client.Dispatch("Word.Application")
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word.visible = False
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# 打开文件
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doc = word.Documents.Open(os.getcwd() + '/' + fp)
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# file_content = doc.Content.Text
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doc = word.ActiveDocument
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file_content = doc.Range().Text
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doc.Close()
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word.Quit()
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except:
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raise RuntimeError('请先将.doc文档转换为.docx文档。')
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print(file_content)
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# private_upload里面的文件名在解压zip后容易出现乱码（rar和7z格式正常），故可以只分析文章内容，不输入文件名
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from .crazy_utils import breakdown_txt_to_satisfy_token_limit_for_pdf
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from request_llms.bridge_all import model_info
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max_token = model_info[llm_kwargs['llm_model']]['max_token']
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TOKEN_LIMIT_PER_FRAGMENT = max_token * 3 // 4
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paper_fragments = breakdown_txt_to_satisfy_token_limit_for_pdf(
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txt=file_content,
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get_token_fn=model_info[llm_kwargs['llm_model']]['token_cnt'],
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limit=TOKEN_LIMIT_PER_FRAGMENT
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)
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this_paper_history = []
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for i, paper_frag in enumerate(paper_fragments):
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i_say = f'请对下面的文章片段用中文做概述，文件名是{os.path.relpath(fp, project_folder)}，文章内容是 ```{paper_frag}```'
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i_say_show_user = f'请对下面的文章片段做概述: {os.path.abspath(fp)}的第{i+1}/{len(paper_fragments)}个片段。'
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gpt_say = yield from request_gpt_model_in_new_thread_with_ui_alive(
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inputs=i_say,
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inputs_show_user=i_say_show_user,
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llm_kwargs=llm_kwargs,
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chatbot=chatbot,
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history=[],
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sys_prompt="总结文章。"
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)
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chatbot[-1] = (i_say_show_user, gpt_say)
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history.extend([i_say_show_user,gpt_say])
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this_paper_history.extend([i_say_show_user,gpt_say])
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# 已经对该文章的所有片段总结完毕，如果文章被切分了，
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if len(paper_fragments) > 1:
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i_say = f"根据以上的对话，总结文章{os.path.abspath(fp)}的主要内容。"
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gpt_say = yield from request_gpt_model_in_new_thread_with_ui_alive(
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inputs=i_say,
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inputs_show_user=i_say,
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llm_kwargs=llm_kwargs,
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chatbot=chatbot,
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history=this_paper_history,
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sys_prompt="总结文章。"
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)
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history.extend([i_say,gpt_say])
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this_paper_history.extend([i_say,gpt_say])
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res = write_history_to_file(history)
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promote_file_to_downloadzone(res, chatbot=chatbot)
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chatbot.append(("完成了吗？", res))
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yield from update_ui(chatbot=chatbot, history=history) # 刷新界面
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res = write_history_to_file(history)
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promote_file_to_downloadzone(res, chatbot=chatbot)
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chatbot.append(("所有文件都总结完成了吗？", res))
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yield from update_ui(chatbot=chatbot, history=history) # 刷新界面
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@CatchException
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def 总结word文档(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port):
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import glob, os
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# 基本信息：功能、贡献者
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chatbot.append([
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"函数插件功能？",
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"批量总结Word文档。函数插件贡献者: JasonGuo1。注意, 如果是.doc文件, 请先转化为.docx格式。"])
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yield from update_ui(chatbot=chatbot, history=history) # 刷新界面
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# 尝试导入依赖，如果缺少依赖，则给出安装建议
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try:
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from docx import Document
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except:
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report_exception(chatbot, history,
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a=f"解析项目: {txt}",
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b=f"导入软件依赖失败。使用该模块需要额外依赖，安装方法```pip install --upgrade python-docx pywin32```。")
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yield from update_ui(chatbot=chatbot, history=history) # 刷新界面
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return
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# 清空历史，以免输入溢出
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history = []
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# 检测输入参数，如没有给定输入参数，直接退出
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if os.path.exists(txt):
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project_folder = txt
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else:
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if txt == "": txt = '空空如也的输入栏'
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report_exception(chatbot, history, a=f"解析项目: {txt}", b=f"找不到本地项目或无权访问: {txt}")
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yield from update_ui(chatbot=chatbot, history=history) # 刷新界面
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return
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# 搜索需要处理的文件清单
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if txt.endswith('.docx') or txt.endswith('.doc'):
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file_manifest = [txt]
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else:
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file_manifest = [f for f in glob.glob(f'{project_folder}/**/*.docx', recursive=True)] + \
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[f for f in glob.glob(f'{project_folder}/**/*.doc', recursive=True)]
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# 如果没找到任何文件
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if len(file_manifest) == 0:
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report_exception(chatbot, history, a=f"解析项目: {txt}", b=f"找不到任何.docx或doc文件: {txt}")
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yield from update_ui(chatbot=chatbot, history=history) # 刷新界面
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return
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# 开始正式执行任务
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yield from 解析docx(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt)
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