feat(读文章写摘要):支持pdf文件批量阅读及总结 #101
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ValeriaWong
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crazy_functions/批量总结PDF文档.py
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74
crazy_functions/批量总结PDF文档.py
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from predict import predict_no_ui
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from toolbox import CatchException, report_execption, write_results_to_file, predict_no_ui_but_counting_down
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fast_debug = False
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def 解析PDF(file_manifest, project_folder, top_p, temperature, chatbot, history, systemPromptTxt):
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import time, glob, os, codecs, fitz
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print('begin analysis on:', file_manifest)
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for index, fp in enumerate(file_manifest):
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with fitz.open(fp) as doc:
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file_content = ""
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for page in doc:
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file_content += page.getText()
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print(file_content)
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prefix = "接下来请你逐文件分析下面的论文文件，概括其内容" if index==0 else ""
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i_say = prefix + f'请对下面的文章片段用中文做一个概述，文件名是{os.path.relpath(fp, project_folder)}，文章内容是 ```{file_content}```'
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i_say_show_user = prefix + f'[{index}/{len(file_manifest)}] 请对下面的文章片段做一个概述: {os.path.abspath(fp)}'
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chatbot.append((i_say_show_user, "[Local Message] waiting gpt response."))
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print('[1] yield chatbot, history')
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yield chatbot, history, '正常'
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if not fast_debug:
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msg = '正常'
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# ** gpt request **
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gpt_say = yield from predict_no_ui_but_counting_down(i_say, i_say_show_user, chatbot, top_p, temperature, history=[]) # 带超时倒计时
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print('[2] end gpt req')
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chatbot[-1] = (i_say_show_user, gpt_say)
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history.append(i_say_show_user); history.append(gpt_say)
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print('[3] yield chatbot, history')
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yield chatbot, history, msg
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print('[4] next')
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if not fast_debug: time.sleep(2)
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all_file = ', '.join([os.path.relpath(fp, project_folder) for index, fp in enumerate(file_manifest)])
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i_say = f'根据以上你自己的分析，对全文进行概括，用学术性语言写一段中文摘要，然后再写一段英文摘要（包括{all_file}）。'
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chatbot.append((i_say, "[Local Message] waiting gpt response."))
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yield chatbot, history, '正常'
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if not fast_debug:
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msg = '正常'
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# ** gpt request **
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gpt_say = yield from predict_no_ui_but_counting_down(i_say, i_say, chatbot, top_p, temperature, history=history) # 带超时倒计时
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chatbot[-1] = (i_say, gpt_say)
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history.append(i_say); history.append(gpt_say)
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yield chatbot, history, msg
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res = write_results_to_file(history)
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chatbot.append(("完成了吗？", res))
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yield chatbot, history, msg
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def 批量总结PDF文档(txt, top_p, temperature, chatbot, history, systemPromptTxt, WEB_PORT):
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history = [] # 清空历史，以免输入溢出
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import glob, os
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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_execption(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 chatbot, history, '正常'
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return
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file_manifest = [f for f in glob.glob(f'{project_folder}/**/*.tex', recursive=True)] + \
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[f for f in glob.glob(f'{project_folder}/**/*.pdf', recursive=True)] # + \
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# [f for f in glob.glob(f'{project_folder}/**/*.cpp', recursive=True)] + \
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# [f for f in glob.glob(f'{project_folder}/**/*.c', recursive=True)]
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if len(file_manifest) == 0:
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report_execption(chatbot, history, a = f"解析项目: {txt}", b = f"找不到任何.pdf文件: {txt}")
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yield chatbot, history, '正常'
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return
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yield from 解析PDF(file_manifest, project_folder, top_p, temperature, chatbot, history, systemPromptTxt)
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@ -48,54 +48,8 @@ def 解析Paper(file_manifest, project_folder, top_p, temperature, chatbot, hist
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yield chatbot, history, msg
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def 解析PDF(file_manifest, project_folder, top_p, temperature, chatbot, history, systemPromptTxt):
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import time, glob, os, codecs, fitz
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print('begin analysis on:', file_manifest)
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for index, fp in enumerate(file_manifest):
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with fitz.open(fp) as doc:
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file_content = ""
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for page in doc:
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file_content += page.getText()
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print(file_content)
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prefix = "接下来请你逐文件分析下面的论文文件，概括其内容" if index==0 else ""
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i_say = prefix + f'请对下面的文章片段用中文做一个概述，文件名是{os.path.relpath(fp, project_folder)}，文章内容是 ```{file_content}```'
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i_say_show_user = prefix + f'[{index}/{len(file_manifest)}] 请对下面的文章片段做一个概述: {os.path.abspath(fp)}'
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chatbot.append((i_say_show_user, "[Local Message] waiting gpt response."))
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print('[1] yield chatbot, history')
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yield chatbot, history, '正常'
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if not fast_debug:
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msg = '正常'
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# ** gpt request **
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gpt_say = yield from predict_no_ui_but_counting_down(i_say, i_say_show_user, chatbot, top_p, temperature, history=[]) # 带超时倒计时
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print('[2] end gpt req')
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chatbot[-1] = (i_say_show_user, gpt_say)
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history.append(i_say_show_user); history.append(gpt_say)
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print('[3] yield chatbot, history')
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yield chatbot, history, msg
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print('[4] next')
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if not fast_debug: time.sleep(2)
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all_file = ', '.join([os.path.relpath(fp, project_folder) for index, fp in enumerate(file_manifest)])
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i_say = f'根据以上你自己的分析，对全文进行概括，用学术性语言写一段中文摘要，然后再写一段英文摘要（包括{all_file}）。'
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chatbot.append((i_say, "[Local Message] waiting gpt response."))
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yield chatbot, history, '正常'
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if not fast_debug:
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msg = '正常'
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# ** gpt request **
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gpt_say = yield from predict_no_ui_but_counting_down(i_say, i_say, chatbot, top_p, temperature, history=history) # 带超时倒计时
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chatbot[-1] = (i_say, gpt_say)
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history.append(i_say); history.append(gpt_say)
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yield chatbot, history, msg
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res = write_results_to_file(history)
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chatbot.append(("完成了吗？", res))
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yield chatbot, history, msg
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@CatchException
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def 读文章写摘要(txt, top_p, temperature, chatbot, history, systemPromptTxt, WEB_PORT):
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history = [] # 清空历史，以免输入溢出
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import glob, os
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@ -106,15 +60,11 @@ def 读文章写摘要(txt, top_p, temperature, chatbot, history, systemPromptTx
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report_execption(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 chatbot, history, '正常'
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return
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file_manifest = [f for f in glob.glob(f'{project_folder}/**/*.tex', recursive=True)] + \
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[f for f in glob.glob(f'{project_folder}/**/*.pdf', recursive=True)] # + \
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file_manifest = [f for f in glob.glob(f'{project_folder}/**/*.tex', recursive=True)] # + \
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# [f for f in glob.glob(f'{project_folder}/**/*.cpp', recursive=True)] + \
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# [f for f in glob.glob(f'{project_folder}/**/*.c', recursive=True)]
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if len(file_manifest) == 0:
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report_execption(chatbot, history, a = f"解析项目: {txt}", b = f"找不到任何.tex或.pdf文件: {txt}")
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report_execption(chatbot, history, a = f"解析项目: {txt}", b = f"找不到任何.tex文件: {txt}")
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yield chatbot, history, '正常'
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return
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if '.pdf' in file_manifest[0]:
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yield from 解析PDF(file_manifest, project_folder, top_p, temperature, chatbot, history, systemPromptTxt)
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else:
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yield from 解析Paper(file_manifest, project_folder, top_p, temperature, chatbot, history, systemPromptTxt)
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yield from 解析Paper(file_manifest, project_folder, top_p, temperature, chatbot, history, systemPromptTxt)
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@ -1,6 +1,7 @@
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def get_crazy_functionals():
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from crazy_functions.读文章写摘要 import 读文章写摘要
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from crazy_functions.批量总结PDF文档 import 批量总结PDF文档
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from crazy_functions.生成函数注释 import 批量生成函数注释
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from crazy_functions.解析项目源代码 import 解析项目本身
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from crazy_functions.解析项目源代码 import 解析一个Python项目
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@ -28,6 +29,10 @@ def get_crazy_functionals():
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"Color": "stop", # 按钮颜色
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"Function": 读文章写摘要
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},
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"[实验] 批量总结pdf文档并生成双语摘要（配合input输入框）": {
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"Color": "stop", # 按钮颜色
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"Function": 批量总结PDF文档
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},
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"[实验] 批量生成函数注释（配合input输入框）": {
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"Color": "stop", # 按钮颜色
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"Function": 批量生成函数注释
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