from toolbox import update_ui from toolbox import CatchException, report_execption, write_results_to_file def 解析源代码新(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt): import os, copy from .crazy_utils import request_gpt_model_multi_threads_with_very_awesome_ui_and_high_efficiency from .crazy_utils import request_gpt_model_in_new_thread_with_ui_alive msg = '正常' inputs_array = [] inputs_show_user_array = [] history_array = [] sys_prompt_array = [] report_part_1 = [] assert len(file_manifest) <= 1024, "源文件太多（超过1024个）, 请缩减输入文件的数量。或者，您也可以选择删除此行警告，并修改代码拆分file_manifest列表，从而实现分批次处理。" ############################## <第一步，逐个文件分析，多线程> ################################## for index, fp in enumerate(file_manifest): # 读取文件 with open(fp, 'r', encoding='utf-8', errors='replace') as f: file_content = f.read() prefix = "接下来请你逐文件分析下面的工程" if index==0 else "" i_say = prefix + f'请对下面的程序文件做一个概述文件名是{os.path.relpath(fp, project_folder)}，文件代码是 ```{file_content}```' i_say_show_user = prefix + f'[{index}/{len(file_manifest)}] 请对下面的程序文件做一个概述: {os.path.abspath(fp)}' # 装载请求内容 inputs_array.append(i_say) inputs_show_user_array.append(i_say_show_user) history_array.append([]) sys_prompt_array.append("你是一个程序架构分析师，正在分析一个源代码项目。你的回答必须简单明了。") # 文件读取完成，对每一个源代码文件，生成一个请求线程，发送到chatgpt进行分析 gpt_response_collection = yield from request_gpt_model_multi_threads_with_very_awesome_ui_and_high_efficiency( inputs_array = inputs_array, inputs_show_user_array = inputs_show_user_array, history_array = history_array, sys_prompt_array = sys_prompt_array, llm_kwargs = llm_kwargs, chatbot = chatbot, show_user_at_complete = True ) # 全部文件解析完成，结果写入文件，准备对工程源代码进行汇总分析 report_part_1 = copy.deepcopy(gpt_response_collection) history_to_return = report_part_1 res = write_results_to_file(report_part_1) chatbot.append(("完成？", "逐个文件分析已完成。" + res + "\n\n正在开始汇总。")) yield from update_ui(chatbot=chatbot, history=history_to_return) # 刷新界面 ############################## <第二步，综合，单线程，分组+迭代处理> ################################## batchsize = 16 # 10个文件为一组 report_part_2 = [] previous_iteration_files = [] last_iteration_result = "" while True: if len(file_manifest) == 0: break this_iteration_file_manifest = file_manifest[:batchsize] this_iteration_gpt_response_collection = gpt_response_collection[:batchsize*2] file_rel_path = [os.path.relpath(fp, project_folder) for index, fp in enumerate(this_iteration_file_manifest)] # 把“请对下面的程序文件做一个概述” 替换成 精简的 "文件名：{all_file[index]}" for index, content in enumerate(this_iteration_gpt_response_collection): if index%2==0: this_iteration_gpt_response_collection[index] = f"{file_rel_path[index//2]}" # 只保留文件名节省token previous_iteration_files.extend([os.path.relpath(fp, project_folder) for index, fp in enumerate(this_iteration_file_manifest)]) previous_iteration_files_string = ', '.join(previous_iteration_files) current_iteration_focus = ', '.join([os.path.relpath(fp, project_folder) for index, fp in enumerate(this_iteration_file_manifest)]) i_say = f'根据以上分析，对程序的整体功能和构架重新做出概括。然后用一张markdown表格整理每个文件的功能（包括{previous_iteration_files_string}）。' inputs_show_user = f'根据以上分析，对程序的整体功能和构架重新做出概括，由于输入长度限制，可能需要分组处理，本组文件为 {current_iteration_focus} + 已经汇总的文件组。' this_iteration_history = copy.deepcopy(this_iteration_gpt_response_collection) this_iteration_history.append(last_iteration_result) result = yield from request_gpt_model_in_new_thread_with_ui_alive( inputs=i_say, inputs_show_user=inputs_show_user, llm_kwargs=llm_kwargs, chatbot=chatbot, history=this_iteration_history, # 迭代之前的分析 sys_prompt="你是一个程序架构分析师，正在分析一个项目的源代码。") report_part_2.extend([i_say, result]) last_iteration_result = result file_manifest = file_manifest[batchsize:] gpt_response_collection = gpt_response_collection[batchsize*2:] ############################## ################################## history_to_return.extend(report_part_2) res = write_results_to_file(history_to_return) chatbot.append(("完成了吗？", res)) yield from update_ui(chatbot=chatbot, history=history_to_return) # 刷新界面 @CatchException def 解析项目本身(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): history = [] # 清空历史，以免输入溢出 import glob file_manifest = [f for f in glob.glob('./*.py') if ('test_project' not in f) and ('gpt_log' not in f)] + \ [f for f in glob.glob('./crazy_functions/*.py') if ('test_project' not in f) and ('gpt_log' not in f)]+ \ [f for f in glob.glob('./request_llm/*.py') if ('test_project' not in f) and ('gpt_log' not in f)] project_folder = './' if len(file_manifest) == 0: report_execption(chatbot, history, a = f"解析项目: {txt}", b = f"找不到任何python文件: {txt}") yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 return yield from 解析源代码新(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt) @CatchException def 解析一个Python项目(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): history = [] # 清空历史，以免输入溢出 import glob, os 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 from update_ui(chatbot=chatbot, history=history) # 刷新界面 return file_manifest = [f for f in glob.glob(f'{project_folder}/**/*.py', 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python文件: {txt}") yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 return yield from 解析源代码新(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt) @CatchException def 解析一个C项目的头文件(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): history = [] # 清空历史，以免输入溢出 import glob, os 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 from update_ui(chatbot=chatbot, history=history) # 刷新界面 return file_manifest = [f for f in glob.glob(f'{project_folder}/**/*.h', recursive=True)] + \ [f for f in glob.glob(f'{project_folder}/**/*.hpp', 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.h头文件: {txt}") yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 return yield from 解析源代码新(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt) @CatchException def 解析一个C项目(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): history = [] # 清空历史，以免输入溢出 import glob, os 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 from update_ui(chatbot=chatbot, history=history) # 刷新界面 return file_manifest = [f for f in glob.glob(f'{project_folder}/**/*.h', recursive=True)] + \ [f for f in glob.glob(f'{project_folder}/**/*.cpp', recursive=True)] + \ [f for f in glob.glob(f'{project_folder}/**/*.hpp', 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.h头文件: {txt}") yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 return yield from 解析源代码新(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt) @CatchException def 解析一个Java项目(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): history = [] # 清空历史，以免输入溢出 import glob, os 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 from update_ui(chatbot=chatbot, history=history) # 刷新界面 return file_manifest = [f for f in glob.glob(f'{project_folder}/**/*.java', recursive=True)] + \ [f for f in glob.glob(f'{project_folder}/**/*.jar', recursive=True)] + \ [f for f in glob.glob(f'{project_folder}/**/*.xml', recursive=True)] + \ [f for f in glob.glob(f'{project_folder}/**/*.sh', 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java文件: {txt}") yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 return yield from 解析源代码新(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt) @CatchException def 解析一个Rect项目(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): history = [] # 清空历史，以免输入溢出 import glob, os 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 from update_ui(chatbot=chatbot, history=history) # 刷新界面 return file_manifest = [f for f in glob.glob(f'{project_folder}/**/*.ts', recursive=True)] + \ [f for f in glob.glob(f'{project_folder}/**/*.tsx', recursive=True)] + \ [f for f in glob.glob(f'{project_folder}/**/*.json', recursive=True)] + \ [f for f in glob.glob(f'{project_folder}/**/*.js', recursive=True)] + \ [f for f in glob.glob(f'{project_folder}/**/*.jsx', 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Rect文件: {txt}") yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 return yield from 解析源代码新(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt) @CatchException def 解析一个Golang项目(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): history = [] # 清空历史，以免输入溢出 import glob, os 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 from update_ui(chatbot=chatbot, history=history) # 刷新界面 return file_manifest = [f for f in glob.glob(f'{project_folder}/**/*.go', recursive=True)] + \ [f for f in glob.glob(f'{project_folder}/**/go.mod', recursive=True)] + \ [f for f in glob.glob(f'{project_folder}/**/go.sum', recursive=True)] + \ [f for f in glob.glob(f'{project_folder}/**/go.work', 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golang文件: {txt}") yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 return yield from 解析源代码新(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt) @CatchException def 解析一个Lua项目(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): history = [] # 清空历史，以免输入溢出 import glob, os 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 from update_ui(chatbot=chatbot, history=history) # 刷新界面 return file_manifest = [f for f in glob.glob(f'{project_folder}/**/*.lua', recursive=True)] + \ [f for f in glob.glob(f'{project_folder}/**/*.xml', recursive=True)] + \ [f for f in glob.glob(f'{project_folder}/**/*.json', recursive=True)] + \ [f for f in glob.glob(f'{project_folder}/**/*.toml', 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lua文件: {txt}") yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 return yield from 解析源代码新(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt) @CatchException def 解析一个CSharp项目(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): history = [] # 清空历史，以免输入溢出 import glob, os 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 from update_ui(chatbot=chatbot, history=history) # 刷新界面 return file_manifest = [f for f in glob.glob(f'{project_folder}/**/*.cs', recursive=True)] + \ [f for f in glob.glob(f'{project_folder}/**/*.csproj', 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CSharp文件: {txt}") yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 return yield from 解析源代码新(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt) @CatchException def 解析任意code项目(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port): txt_include = plugin_kwargs.get("txt_include") txt_except = plugin_kwargs.get("txt_except") # 将要匹配的后缀 pattern_include = [_.lstrip(" .,，").rstrip(" ,，") for _ in txt_include.split(" ") if _ != ""] pattern_include = [_.lstrip(" .,，").rstrip(" ,，") for __ in pattern_include for _ in __.split(",") if _ != ""] pattern_include = [_.lstrip(" .,，").rstrip(" ,，") for __ in pattern_include for _ in __.split("，") if _ != ""] # 将要忽略匹配的后缀 pattern_except = [_.lstrip(" .,，").rstrip(" ,，") for _ in txt_except.split(" ") if _ != ""] pattern_except = [_.lstrip(" .,，").rstrip(" ,，") for __ in pattern_except for _ in __.split(",") if _ != ""] pattern_except = [_.lstrip(" .,，").rstrip(" ,，") for __ in pattern_except for _ in __.split("，") if _ != ""] pattern_except += ['zip', 'rar', '7z', 'tar', 'gz'] # 避免解析上传的压缩文件 history = [] # 清空历史，以免输入溢出 import glob, os 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 from update_ui(chatbot=chatbot, history=history) # 刷新界面 return file_manifest = [f for f in glob.glob(f'{project_folder}/**/*.*', recursive=True) if os.path.isfile(f) and \ ([] == pattern_include or f.split(".")[-1] in pattern_include) and f.split(".")[-1] not in pattern_except] if len(file_manifest) == 0: report_execption(chatbot, history, a = f"解析项目: {txt}", b = f"找不到任何文件: {txt}") yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 return yield from 解析源代码新(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt)