diff --git a/crazy_functions/批量总结PDF文档pdfminer.py b/crazy_functions/批量总结PDF文档pdfminer.py new file mode 100644 index 0000000..060187c --- /dev/null +++ b/crazy_functions/批量总结PDF文档pdfminer.py @@ -0,0 +1,151 @@ +from predict import predict_no_ui +from toolbox import CatchException, report_execption, write_results_to_file, predict_no_ui_but_counting_down + +fast_debug = False + +def readPdf(pdfPath): + """ + 读取pdf文件,返回文本内容 + """ + import pdfminer + from pdfminer.pdfparser import PDFParser + from pdfminer.pdfdocument import PDFDocument + from pdfminer.pdfpage import PDFPage, PDFTextExtractionNotAllowed + from pdfminer.pdfinterp import PDFResourceManager, PDFPageInterpreter + from pdfminer.pdfdevice import PDFDevice + from pdfminer.layout import LAParams + from pdfminer.converter import PDFPageAggregator + + fp = open(pdfPath, 'rb') + + # Create a PDF parser object associated with the file object + parser = PDFParser(fp) + + # Create a PDF document object that stores the document structure. + # Password for initialization as 2nd parameter + document = PDFDocument(parser) + # Check if the document allows text extraction. If not, abort. + if not document.is_extractable: + raise PDFTextExtractionNotAllowed + + # Create a PDF resource manager object that stores shared resources. + rsrcmgr = PDFResourceManager() + + # Create a PDF device object. + # device = PDFDevice(rsrcmgr) + + # BEGIN LAYOUT ANALYSIS. + # Set parameters for analysis. + laparams = LAParams( + char_margin=10.0, + line_margin=0.2, + boxes_flow=0.2, + all_texts=False, + ) + # Create a PDF page aggregator object. + device = PDFPageAggregator(rsrcmgr, laparams=laparams) + # Create a PDF interpreter object. + interpreter = PDFPageInterpreter(rsrcmgr, device) + + # loop over all pages in the document + outTextList = [] + for page in PDFPage.create_pages(document): + # read the page into a layout object + interpreter.process_page(page) + layout = device.get_result() + for obj in layout._objs: + if isinstance(obj, pdfminer.layout.LTTextBoxHorizontal): + # print(obj.get_text()) + outTextList.append(obj.get_text()) + + return outTextList + + +def 解析Paper(file_manifest, project_folder, top_p, temperature, chatbot, history, systemPromptTxt): + import time, glob, os + from bs4 import BeautifulSoup + print('begin analysis on:', file_manifest) + for index, fp in enumerate(file_manifest): + if ".tex" in fp: + with open(fp, 'r', encoding='utf-8') as f: + file_content = f.read() + if ".pdf" in fp.lower(): + file_content = readPdf(fp) + file_content = BeautifulSoup(''.join(file_content), features="lxml").body.text.encode('gbk', 'ignore').decode('gbk') + + 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 "" + 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}```' + 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)}' + chatbot.append((i_say_show_user, "[Local Message] waiting gpt response.")) + print('[1] yield chatbot, history') + yield chatbot, history, '正常' + + if not fast_debug: + msg = '正常' + # ** gpt request ** + 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 + + print('[2] end gpt req') + chatbot[-1] = (i_say_show_user, gpt_say) + history.append(i_say_show_user); history.append(gpt_say) + print('[3] yield chatbot, history') + yield chatbot, history, msg + print('[4] next') + if not fast_debug: time.sleep(2) + + all_file = ', '.join([os.path.relpath(fp, project_folder) for index, fp in enumerate(file_manifest)]) + 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})。' + chatbot.append((i_say, "[Local Message] waiting gpt response.")) + yield chatbot, history, '正常' + + if not fast_debug: + msg = '正常' + # ** gpt request ** + 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 + + chatbot[-1] = (i_say, gpt_say) + history.append(i_say); history.append(gpt_say) + yield chatbot, history, msg + res = write_results_to_file(history) + chatbot.append(("完成了吗?", res)) + yield chatbot, history, msg + + + +@CatchException +def 批量总结PDF文档pdfminer(txt, top_p, temperature, chatbot, history, systemPromptTxt, WEB_PORT): + history = [] # 清空历史,以免输入溢出 + import glob, os + + # 基本信息:功能、贡献者 + chatbot.append([ + "函数插件功能?", + "批量总结PDF文档,此版本使用pdfminer插件,带token约简功能。函数插件贡献者: Euclid-Jie。"]) + yield chatbot, history, '正常' + + # 尝试导入依赖,如果缺少依赖,则给出安装建议 + try: + import pdfminer, bs4 + except: + report_execption(chatbot, history, + a = f"解析项目: {txt}", + 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 pdfminer beautifulsoup4```。") + yield chatbot, history, '正常' + return + if os.path.exists(txt): + project_folder = txt + else: + if txt == "": txt = '空空如也的输入栏' + 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}") + yield chatbot, history, '正常' + return + file_manifest = [f for f in glob.glob(f'{project_folder}/**/*.tex', recursive=True)] + \ + [f for f in glob.glob(f'{project_folder}/**/*.pdf', recursive=True)] # + \ + # [f for f in glob.glob(f'{project_folder}/**/*.cpp', recursive=True)] + \ + # [f for f in glob.glob(f'{project_folder}/**/*.c', recursive=True)] + if len(file_manifest) == 0: + report_execption(chatbot, history, a = f"解析项目: {txt}", b = f"找不到任何.tex或pdf文件: {txt}") + yield chatbot, history, '正常' + return + yield from 解析Paper(file_manifest, project_folder, top_p, temperature, chatbot, history, systemPromptTxt) + diff --git a/functional_crazy.py b/functional_crazy.py index 6f455ec..d820b14 100644 --- a/functional_crazy.py +++ b/functional_crazy.py @@ -55,12 +55,17 @@ def get_crazy_functionals(): # VisibleLevel=1 经过测试,但功能未达到理想状态 if UserVisibleLevel >= 1: from crazy_functions.批量总结PDF文档 import 批量总结PDF文档 + from crazy_functions.批量总结PDF文档pdfminer import 批量总结PDF文档pdfminer function_plugins.update({ "[仅供开发调试] 批量总结PDF文档": { "Color": "stop", # HotReload 的意思是热更新,修改函数插件代码后,不需要重启程序,代码直接生效 "Function": HotReload(批量总结PDF文档) }, + "[仅供开发调试] 批量总结PDF文档pdfminer": { + "Color": "stop", + "Function": HotReload(批量总结PDF文档pdfminer) + }, }) # VisibleLevel=2 尚未充分测试的函数插件,放在这里 diff --git a/requirements.txt b/requirements.txt index 84ced64..0e1d7db 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,3 +1,5 @@ gradio>=3.23 requests[socks] mdtex2html +Markdown +latex2mathml \ No newline at end of file