3v324v23 commited on
Commit
559b3cd
2 Parent(s): 5353eba 9d9df8a

Merge branch 'codycjy' of https://github.com/codycjy/chatgpt_academic into codycjy-codycjy

Browse files
crazy_functional.py CHANGED
@@ -19,12 +19,18 @@ def get_crazy_functions():
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  from crazy_functions.解析项目源代码 import 解析一个Lua项目
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  from crazy_functions.解析项目源代码 import 解析一个CSharp项目
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  from crazy_functions.总结word文档 import 总结word文档
 
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  function_plugins = {
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  "解析整个Python项目": {
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  "Color": "stop", # 按钮颜色
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  "Function": HotReload(解析一个Python项目)
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  },
 
 
 
 
 
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  "批量总结Word文档": {
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  "Color": "stop",
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  "Function": HotReload(总结word文档)
 
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  from crazy_functions.解析项目源代码 import 解析一个Lua项目
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  from crazy_functions.解析项目源代码 import 解析一个CSharp项目
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  from crazy_functions.总结word文档 import 总结word文档
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+ from crazy_functions.解析JupyterNotebook import 解析ipynb文件
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  function_plugins = {
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  "解析整个Python项目": {
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  "Color": "stop", # 按钮颜色
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  "Function": HotReload(解析一个Python项目)
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  },
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+ "[测试功能] 解析Jupyter Notebook文件": {
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+ "Color": "stop",
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+ "AsButton":False,
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+ "Function": HotReload(解析ipynb文件),
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+ },
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  "批量总结Word文档": {
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  "Color": "stop",
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  "Function": HotReload(总结word文档)
crazy_functions/解析JupyterNotebook.py ADDED
@@ -0,0 +1,135 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ from toolbox import update_ui
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+ from toolbox import CatchException, report_execption
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+ fast_debug = True
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+
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+
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+ class PaperFileGroup():
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+ def __init__(self):
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+ self.file_paths = []
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+ self.file_contents = []
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+ self.sp_file_contents = []
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+ self.sp_file_index = []
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+ self.sp_file_tag = []
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+
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+ # count_token
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+ from request_llm.bridge_all import model_info
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+ enc = model_info["gpt-3.5-turbo"]['tokenizer']
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+ def get_token_num(txt): return len(
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+ enc.encode(txt, disallowed_special=()))
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+ self.get_token_num = get_token_num
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+
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+ def run_file_split(self, max_token_limit=1900):
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+ """
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+ 将长文本分离开来
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+ """
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+ for index, file_content in enumerate(self.file_contents):
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+ if self.get_token_num(file_content) < max_token_limit:
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+ self.sp_file_contents.append(file_content)
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+ self.sp_file_index.append(index)
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+ self.sp_file_tag.append(self.file_paths[index])
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+ else:
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+ from .crazy_utils import breakdown_txt_to_satisfy_token_limit_for_pdf
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+ segments = breakdown_txt_to_satisfy_token_limit_for_pdf(
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+ file_content, self.get_token_num, max_token_limit)
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+ for j, segment in enumerate(segments):
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+ self.sp_file_contents.append(segment)
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+ self.sp_file_index.append(index)
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+ self.sp_file_tag.append(
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+ self.file_paths[index] + f".part-{j}.txt")
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+
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+
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+
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+ def parseNotebook(filename, enable_markdown=1):
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+ import json
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+
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+ CodeBlocks = []
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+ with open(filename, 'r', encoding='utf-8', errors='replace') as f:
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+ notebook = json.load(f)
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+ for cell in notebook['cells']:
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+ if cell['cell_type'] == 'code' and cell['source']:
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+ # remove blank lines
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+ cell['source'] = [line for line in cell['source'] if line.strip()
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+ != '']
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+ CodeBlocks.append("".join(cell['source']))
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+ elif enable_markdown and cell['cell_type'] == 'markdown' and cell['source']:
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+ cell['source'] = [line for line in cell['source'] if line.strip()
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+ != '']
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+ CodeBlocks.append("Markdown:"+"".join(cell['source']))
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+
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+ Code = ""
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+ for idx, code in enumerate(CodeBlocks):
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+ Code += f"This is {idx+1}th code block: \n"
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+ Code += code+"\n"
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+
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+ return Code
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+
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+
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+ def ipynb解释(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt):
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+ from .crazy_utils import request_gpt_model_multi_threads_with_very_awesome_ui_and_high_efficiency
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+
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+ pfg = PaperFileGroup()
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+
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+ print(file_manifest)
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+ for fp in file_manifest:
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+ file_content = parseNotebook(fp, enable_markdown=1)
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+ pfg.file_paths.append(fp)
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+ pfg.file_contents.append(file_content)
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+
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+ # <-------- 拆分过长的IPynb文件 ---------->
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+ pfg.run_file_split(max_token_limit=1024)
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+ n_split = len(pfg.sp_file_contents)
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+
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+ inputs_array = [f"This is a Jupyter Notebook file, tell me about Each Block in Chinese. Focus Just On Code." +
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+ f"If a block starts with `Markdown` which means it's a markdown block in ipynbipynb. " +
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+ f"Start a new line for a block and block num use Chinese." +
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+ f"\n\n{frag}" for frag in pfg.sp_file_contents]
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+ inputs_show_user_array = [f"{f}的分析如下" for f in pfg.sp_file_tag]
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+ sys_prompt_array = ["You are a professional programmer."] * n_split
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+
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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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+ inputs_show_user_array=inputs_show_user_array,
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+ llm_kwargs=llm_kwargs,
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+ chatbot=chatbot,
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+ history_array=[[""] for _ in range(n_split)],
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+ sys_prompt_array=sys_prompt_array,
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+ # max_workers=5, # OpenAI所允许的最大并行过载
97
+ scroller_max_len=80
98
+ )
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+
100
+ # <-------- 整理结果,退出 ---------->
101
+ block_result = " \n".join(gpt_response_collection)
102
+ chatbot.append(("解析的结果如下", block_result))
103
+ yield from update_ui(chatbot=chatbot, history=history) # 刷新界面
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+
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+
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+ @CatchException
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+ def 解析ipynb文件(txt, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, web_port):
108
+ chatbot.append([
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+ "函数插件功能?",
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+ "对IPynb文件进行解析。Contributor: codycjy."])
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+ yield from update_ui(chatbot=chatbot, history=history) # 刷新界面
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+
113
+ history = [] # 清空历史
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+ import glob
115
+ import os
116
+ if os.path.exists(txt):
117
+ project_folder = txt
118
+ else:
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+ if txt == "":
120
+ txt = '空空如也的输入栏'
121
+ report_execption(chatbot, history,
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+ a=f"解析项目: {txt}", b=f"找不到本地项目或无权访问: {txt}")
123
+ yield from update_ui(chatbot=chatbot, history=history) # 刷新界面
124
+ return
125
+ if txt.endswith('.ipynb'):
126
+ file_manifest = [txt]
127
+ else:
128
+ file_manifest = [f for f in glob.glob(
129
+ f'{project_folder}/**/*.ipynb', recursive=True)]
130
+ if len(file_manifest) == 0:
131
+ report_execption(chatbot, history,
132
+ a=f"解析项目: {txt}", b=f"找不到任何.ipynb文件: {txt}")
133
+ yield from update_ui(chatbot=chatbot, history=history) # 刷新界面
134
+ return
135
+ yield from ipynb解释(file_manifest, project_folder, llm_kwargs, plugin_kwargs, chatbot, history, system_prompt, )