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@@ -6,9 +6,11 @@ from crazy_functions.crazy_utils import request_gpt_model_multi_threads_with_ver
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from crazy_functions.crazy_utils import request_gpt_model_in_new_thread_with_ui_alive
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from crazy_functions.agent_fns.python_comment_agent import PythonCodeComment
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from crazy_functions.diagram_fns.file_tree import FileNode
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from crazy_functions.agent_fns.watchdog import WatchDog
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from shared_utils.advanced_markdown_format import markdown_convertion_for_file
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from loguru import logger
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def 注释源代码(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt):
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summary_batch_isolation = True
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@@ -25,12 +27,13 @@ def 注释源代码(file_manifest, project_folder, llm_kwargs, plugin_kwargs, ch
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file_tree_struct.add_file(file_path, file_path)
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# <第一步,逐个文件分析,多线程>
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lang = "" if not plugin_kwargs["use_chinese"] else " (you must use Chinese)"
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for index, fp in enumerate(file_manifest):
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# 读取文件
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with open(fp, 'r', encoding='utf-8', errors='replace') as f:
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file_content = f.read()
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prefix = ""
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i_say = prefix + f'Please conclude the following source code at {os.path.relpath(fp, project_folder)} with only one sentence, the code is:\n```{file_content}```'
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i_say = prefix + f'Please conclude the following source code at {os.path.relpath(fp, project_folder)} with only one sentence{lang}, the code is:\n```{file_content}```'
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i_say_show_user = prefix + f'[{index+1}/{len(file_manifest)}] 请用一句话对下面的程序文件做一个整体概述: {fp}'
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# 装载请求内容
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MAX_TOKEN_SINGLE_FILE = 2560
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@@ -38,7 +41,7 @@ def 注释源代码(file_manifest, project_folder, llm_kwargs, plugin_kwargs, ch
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inputs_array.append(i_say)
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inputs_show_user_array.append(i_say_show_user)
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history_array.append([])
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sys_prompt_array.append("You are a software architecture analyst analyzing a source code project. Do not dig into details, tell me what the code is doing in general. Your answer must be short, simple and clear.")
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sys_prompt_array.append(f"You are a software architecture analyst analyzing a source code project. Do not dig into details, tell me what the code is doing in general. Your answer must be short, simple and clear{lang}.")
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# 文件读取完成,对每一个源代码文件,生成一个请求线程,发送到大模型进行分析
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gpt_response_collection = yield from request_gpt_model_multi_threads_with_very_awesome_ui_and_high_efficiency(
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inputs_array = inputs_array,
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@@ -51,10 +54,20 @@ def 注释源代码(file_manifest, project_folder, llm_kwargs, plugin_kwargs, ch
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)
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# <第二步,逐个文件分析,生成带注释文件>
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tasks = ["" for _ in range(len(file_manifest))]
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def bark_fn(tasks):
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for i in range(len(tasks)): tasks[i] = "watchdog is dead"
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wd = WatchDog(timeout=10, bark_fn=lambda: bark_fn(tasks), interval=3, msg="ThreadWatcher timeout")
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wd.begin_watch()
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from concurrent.futures import ThreadPoolExecutor
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executor = ThreadPoolExecutor(max_workers=get_conf('DEFAULT_WORKER_NUM'))
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def _task_multi_threading(i_say, gpt_say, fp, file_tree_struct):
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pcc = PythonCodeComment(llm_kwargs, language='English')
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def _task_multi_threading(i_say, gpt_say, fp, file_tree_struct, index):
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language = 'Chinese' if plugin_kwargs["use_chinese"] else 'English'
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def observe_window_update(x):
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if tasks[index] == "watchdog is dead":
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raise TimeoutError("ThreadWatcher: watchdog is dead")
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tasks[index] = x
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pcc = PythonCodeComment(llm_kwargs, plugin_kwargs, language=language, observe_window_update=observe_window_update)
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pcc.read_file(path=fp, brief=gpt_say)
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revised_path, revised_content = pcc.begin_comment_source_code(None, None)
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file_tree_struct.manifest[fp].revised_path = revised_path
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@@ -66,7 +79,8 @@ def 注释源代码(file_manifest, project_folder, llm_kwargs, plugin_kwargs, ch
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with open("crazy_functions/agent_fns/python_comment_compare.html", 'r', encoding='utf-8') as f:
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html_template = f.read()
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warp = lambda x: "```python\n\n" + x + "\n\n```"
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from themes.theme import advanced_css
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from themes.theme import load_dynamic_theme
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_, advanced_css, _, _ = load_dynamic_theme("Default")
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html_template = html_template.replace("ADVANCED_CSS", advanced_css)
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html_template = html_template.replace("REPLACE_CODE_FILE_LEFT", pcc.get_markdown_block_in_html(markdown_convertion_for_file(warp(pcc.original_content))))
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html_template = html_template.replace("REPLACE_CODE_FILE_RIGHT", pcc.get_markdown_block_in_html(markdown_convertion_for_file(warp(revised_content))))
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@@ -74,17 +88,21 @@ def 注释源代码(file_manifest, project_folder, llm_kwargs, plugin_kwargs, ch
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file_tree_struct.manifest[fp].compare_html = compare_html_path
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with open(compare_html_path, 'w', encoding='utf-8') as f:
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f.write(html_template)
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# print('done 1')
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tasks[index] = ""
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chatbot.append([None, f"正在处理:"])
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futures = []
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index = 0
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for i_say, gpt_say, fp in zip(gpt_response_collection[0::2], gpt_response_collection[1::2], file_manifest):
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future = executor.submit(_task_multi_threading, i_say, gpt_say, fp, file_tree_struct)
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future = executor.submit(_task_multi_threading, i_say, gpt_say, fp, file_tree_struct, index)
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index += 1
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futures.append(future)
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# <第三步,等待任务完成>
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cnt = 0
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while True:
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cnt += 1
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wd.feed()
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time.sleep(3)
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worker_done = [h.done() for h in futures]
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remain = len(worker_done) - sum(worker_done)
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@@ -100,10 +118,11 @@ def 注释源代码(file_manifest, project_folder, llm_kwargs, plugin_kwargs, ch
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file_links = generate_file_link(preview_html_list)
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yield from update_ui_lastest_msg(
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f"剩余源文件数量: {remain}.\n\n" +
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f"已完成的文件: {sum(worker_done)}.\n\n" +
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f"当前任务: <br/>{'<br/>'.join(tasks)}.<br/>" +
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f"剩余源文件数量: {remain}.<br/>" +
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f"已完成的文件: {sum(worker_done)}.<br/>" +
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file_links +
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"\n\n" +
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"<br/>" +
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''.join(['.']*(cnt % 10 + 1)
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), chatbot=chatbot, history=history, delay=0)
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yield from update_ui(chatbot=chatbot, history=[]) # 刷新界面
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@@ -124,6 +143,7 @@ def 注释源代码(file_manifest, project_folder, llm_kwargs, plugin_kwargs, ch
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@CatchException
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def 注释Python项目(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, user_request):
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history = [] # 清空历史,以免输入溢出
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plugin_kwargs["use_chinese"] = plugin_kwargs.get("use_chinese", False)
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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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36
crazy_functions/SourceCode_Comment_Wrap.py
Normal file
36
crazy_functions/SourceCode_Comment_Wrap.py
Normal file
@@ -0,0 +1,36 @@
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from toolbox import get_conf, update_ui
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from crazy_functions.plugin_template.plugin_class_template import GptAcademicPluginTemplate, ArgProperty
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from crazy_functions.SourceCode_Comment import 注释Python项目
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class SourceCodeComment_Wrap(GptAcademicPluginTemplate):
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def __init__(self):
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"""
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请注意`execute`会执行在不同的线程中,因此您在定义和使用类变量时,应当慎之又慎!
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"""
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pass
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def define_arg_selection_menu(self):
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"""
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定义插件的二级选项菜单
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"""
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gui_definition = {
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"main_input":
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ArgProperty(title="路径", description="程序路径(上传文件后自动填写)", default_value="", type="string").model_dump_json(), # 主输入,自动从输入框同步
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"use_chinese":
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ArgProperty(title="注释语言", options=["英文", "中文"], default_value="英文", description="无", type="dropdown").model_dump_json(),
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# "use_emoji":
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# ArgProperty(title="在注释中使用emoji", options=["禁止", "允许"], default_value="禁止", description="无", type="dropdown").model_dump_json(),
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}
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return gui_definition
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def execute(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, user_request):
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"""
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执行插件
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"""
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if plugin_kwargs["use_chinese"] == "中文":
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plugin_kwargs["use_chinese"] = True
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else:
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plugin_kwargs["use_chinese"] = False
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yield from 注释Python项目(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, user_request)
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@@ -68,6 +68,7 @@ Be aware:
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1. You must NOT modify the indent of code.
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2. You are NOT authorized to change or translate non-comment code, and you are NOT authorized to add empty lines either, toggle qu.
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3. Use {LANG} to add comments and docstrings. Do NOT translate Chinese that is already in the code.
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4. Besides adding a docstring, use the ⭐ symbol to annotate the most core and important line of code within the function, explaining its role.
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------------------ Example ------------------
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INPUT:
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@@ -116,10 +117,66 @@ def zip_result(folder):
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'''
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revise_funtion_prompt_chinese = '''
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您需要阅读以下代码,并根据以下说明修订源代码({FILE_BASENAME}):
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1. 如果源代码中包含函数的话, 你应该分析给定函数实现了什么功能
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2. 如果源代码中包含函数的话, 你需要为函数添加docstring, docstring必须使用中文
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请注意:
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1. 你不得修改代码的缩进
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2. 你无权更改或翻译代码中的非注释部分,也不允许添加空行
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3. 使用 {LANG} 添加注释和文档字符串。不要翻译代码中已有的中文
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4. 除了添加docstring之外, 使用⭐符号给该函数中最核心、最重要的一行代码添加注释,并说明其作用
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------------------ 示例 ------------------
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INPUT:
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```
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L0000 |
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L0001 |def zip_result(folder):
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L0002 | t = gen_time_str()
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L0003 | zip_folder(folder, get_log_folder(), f"result.zip")
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L0004 | return os.path.join(get_log_folder(), f"result.zip")
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L0005 |
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L0006 |
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```
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OUTPUT:
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<instruction_1_purpose>
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该函数用于压缩指定文件夹,并返回生成的`zip`文件的路径。
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</instruction_1_purpose>
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<instruction_2_revised_code>
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```
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def zip_result(folder):
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"""
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该函数将指定的文件夹压缩成ZIP文件, 并将其存储在日志文件夹中。
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输入参数:
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folder (str): 需要压缩的文件夹的路径。
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返回值:
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str: 日志文件夹中创建的ZIP文件的路径。
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"""
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t = gen_time_str()
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zip_folder(folder, get_log_folder(), f"result.zip") # ⭐ 执行文件夹的压缩
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return os.path.join(get_log_folder(), f"result.zip")
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```
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</instruction_2_revised_code>
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------------------ End of Example ------------------
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------------------ the real INPUT you need to process NOW ({FILE_BASENAME}) ------------------
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```
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{THE_CODE}
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```
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{INDENT_REMINDER}
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{BRIEF_REMINDER}
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{HINT_REMINDER}
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'''
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class PythonCodeComment():
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def __init__(self, llm_kwargs, language) -> None:
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def __init__(self, llm_kwargs, plugin_kwargs, language, observe_window_update) -> None:
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self.original_content = ""
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self.full_context = []
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self.full_context_with_line_no = []
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@@ -127,7 +184,13 @@ class PythonCodeComment():
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self.page_limit = 100 # 100 lines of code each page
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self.ignore_limit = 20
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self.llm_kwargs = llm_kwargs
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self.plugin_kwargs = plugin_kwargs
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self.language = language
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self.observe_window_update = observe_window_update
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if self.language == "chinese":
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self.core_prompt = revise_funtion_prompt_chinese
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else:
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self.core_prompt = revise_funtion_prompt
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self.path = None
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self.file_basename = None
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self.file_brief = ""
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@@ -258,7 +321,7 @@ class PythonCodeComment():
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hint_reminder = "" if hint is None else f"(Reminder: do not ignore or modify code such as `{hint}`, provide complete code in the OUTPUT.)"
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self.llm_kwargs['temperature'] = 0
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result = predict_no_ui_long_connection(
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inputs=revise_funtion_prompt.format(
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inputs=self.core_prompt.format(
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LANG=self.language,
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FILE_BASENAME=self.file_basename,
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THE_CODE=code,
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@@ -348,6 +411,7 @@ class PythonCodeComment():
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try:
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# yield from update_ui_lastest_msg(f"({self.file_basename}) 正在读取下一段代码片段:\n", chatbot=chatbot, history=history, delay=0)
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next_batch, line_no_start, line_no_end = self.get_next_batch()
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self.observe_window_update(f"正在处理{self.file_basename} - {line_no_start}/{len(self.full_context)}\n")
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# yield from update_ui_lastest_msg(f"({self.file_basename}) 处理代码片段:\n\n{next_batch}", chatbot=chatbot, history=history, delay=0)
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hint = None
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@@ -1,39 +1,47 @@
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import ast
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import token
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import tokenize
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import copy
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import io
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class CommentRemover(ast.NodeTransformer):
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def visit_FunctionDef(self, node):
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# 移除函数的文档字符串
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if (node.body and isinstance(node.body[0], ast.Expr) and
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isinstance(node.body[0].value, ast.Str)):
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node.body = node.body[1:]
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self.generic_visit(node)
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return node
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def visit_ClassDef(self, node):
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# 移除类的文档字符串
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if (node.body and isinstance(node.body[0], ast.Expr) and
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isinstance(node.body[0].value, ast.Str)):
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node.body = node.body[1:]
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self.generic_visit(node)
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return node
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def remove_python_comments(input_source: str) -> str:
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source_flag = copy.copy(input_source)
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source = io.StringIO(input_source)
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ls = input_source.split('\n')
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prev_toktype = token.INDENT
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readline = source.readline
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def visit_Module(self, node):
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# 移除模块的文档字符串
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if (node.body and isinstance(node.body[0], ast.Expr) and
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isinstance(node.body[0].value, ast.Str)):
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node.body = node.body[1:]
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self.generic_visit(node)
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return node
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def get_char_index(lineno, col):
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# find the index of the char in the source code
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if lineno == 1:
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return len('\n'.join(ls[:(lineno-1)])) + col
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else:
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return len('\n'.join(ls[:(lineno-1)])) + col + 1
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def replace_char_between(start_lineno, start_col, end_lineno, end_col, source, replace_char, ls):
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# replace char between start_lineno, start_col and end_lineno, end_col with replace_char, but keep '\n' and ' '
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b = get_char_index(start_lineno, start_col)
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e = get_char_index(end_lineno, end_col)
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for i in range(b, e):
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if source[i] == '\n':
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source = source[:i] + '\n' + source[i+1:]
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elif source[i] == ' ':
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source = source[:i] + ' ' + source[i+1:]
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else:
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source = source[:i] + replace_char + source[i+1:]
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return source
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tokgen = tokenize.generate_tokens(readline)
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for toktype, ttext, (slineno, scol), (elineno, ecol), ltext in tokgen:
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if toktype == token.STRING and (prev_toktype == token.INDENT):
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source_flag = replace_char_between(slineno, scol, elineno, ecol, source_flag, ' ', ls)
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elif toktype == token.STRING and (prev_toktype == token.NEWLINE):
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source_flag = replace_char_between(slineno, scol, elineno, ecol, source_flag, ' ', ls)
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elif toktype == tokenize.COMMENT:
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source_flag = replace_char_between(slineno, scol, elineno, ecol, source_flag, ' ', ls)
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prev_toktype = toktype
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return source_flag
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def remove_python_comments(source_code):
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# 解析源代码为 AST
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tree = ast.parse(source_code)
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# 移除注释
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transformer = CommentRemover()
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tree = transformer.visit(tree)
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# 将处理后的 AST 转换回源代码
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return ast.unparse(tree)
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# 示例使用
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if __name__ == "__main__":
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Reference in New Issue
Block a user