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from toolbox import update_ui | |
from toolbox import CatchException, report_execption, write_results_to_file, predict_no_ui_but_counting_down | |
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, WithRetry | |
msg = '正常' | |
inputs_array = [] | |
inputs_show_user_array = [] | |
history_array = [] | |
sys_prompt_array = [] | |
report_part_1 = [] | |
############################## <第一步,逐个文件分析,多线程> ################################## | |
for index, fp in enumerate(file_manifest): | |
with open(fp, 'r', encoding='utf-8') 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。") | |
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 | |
) | |
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 | |
############################## <存储中间数据进行调试> ################################## | |
# def objdump(obj): | |
# import pickle | |
# with open('objdump.tmp', 'wb+') as f: | |
# pickle.dump(obj, f) | |
# return | |
# def objload(): | |
# import pickle, os | |
# if not os.path.exists('objdump.tmp'): | |
# return | |
# with open('objdump.tmp', 'rb') as f: | |
# return pickle.load(f) | |
# objdump([report_part_1, gpt_response_collection, history_to_return, file_manifest, project_folder, fp, llm_kwargs, chatbot]) | |
############################## <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:] | |
############################## <END> ################################## | |
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 | |
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) | |
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) | |
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) | |
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) | |
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) | |
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) | |
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)] | |
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) | |