# myapp/sockets/namespaces.py import json import time import requests from flask import current_app, request, session, url_for from flask_socketio import Namespace, join_room, leave_room, emit from ..config import Config from ..function_tools import judge from ..function_tools import next_chapter from ..services.backboard_service import realtime_response from ..services.markdown_service import load_full_markdown_file from ..services.course_service import save_learning_progress, upload_learning_progress_to_cloud from ..extension_ase.ase_client import HSAEngineClient from ..services.user_service import get_or_load_current_user from ..services.course_service import load_learning_progress from ..services.asectrl_service import ( on_connect_to_ase, receive_ase_paste_detected, receive_ase_dialog, receive_ase_message_hint, receive_ase_voice_out, receive_ase_process, receive_ase_judge, receive_ase_next_chapter, receive_ase_chapter_score ) class VSCodeNamespace(Namespace): def on_login(self,data): self.app = current_app ex = current_app.extensions print("VSCode client connected") dataconfig = data['config'] user_uuid = dataconfig.get('user_uuid') path = dataconfig.get('path') course_id = dataconfig.get('course_id') lesson_id = dataconfig.get('chapter_id') print(f"User {user_uuid} connected with path: {path}") join_room(user_uuid, namespace='/vscode') chatmanager = ex['user_uuid2chatmanager'][user_uuid] chatmanager.set_vscode_ws(self) def on_load_chapter(self, data): dataconfig = data['config'] user_uuid = dataconfig.get('user_uuid') ex = current_app.extensions chatmanager = ex['user_uuid2chatmanager'][user_uuid] chatmanager.load_code_in_markdown() def on_message(self, data): # print(f"Received from VSCode client: {data}") dataconfig = data['config'] realtime_response(dataconfig, data) # emit('response', {'message': 'Config data received and connection established'}) def on_disconnect(self, data): print("VSCode client disconnected") print("Disconnect reason:"+str(data)) class AgentNamespace(Namespace): def _parse_login_data(self, data): """解析登录数据""" data = json.loads(data) return { 'user_uuid': data['user_uuid'], 'course_id': data['course_id'], 'lesson_name': data['lesson_name'], 'chapter_name': data['chapter_name'] } def _setup_user_session(self, user_uuid, uuid2username): """设置用户会话和加入房间""" user_id = uuid2username[user_uuid] session['user_uuid'] = user_uuid join_room(user_uuid, namespace='/agent') # 将该用户加入以user_id为名的room print(f'User connected with session user_uuid: {user_uuid}') return user_id def _manage_ase_client_connection(self, user_uuid, ex): """管理ASE客户端连接""" user_uuid2ase_client = ex["user_uuid2ase_client"] if (user_uuid2ase_client.get(user_uuid, None) is not None and user_uuid2ase_client[user_uuid].connected): user_uuid2ase_client[user_uuid].disconnect() return user_uuid2ase_client def _configure_chatmanager_functions(self, chatmanager, course_id, user_id, chapter_name, lesson_name, user_uuid): """配置聊天管理器的函数""" chatmanager.function_manager.add_function(judge, {'course_id': course_id, 'root_path': f'/home/{user_id}/{course_id}/{chapter_name}/{lesson_name}'}) chatmanager.function_manager.add_function(next_chapter, {'user_uuid': user_uuid}) def _load_and_restore_progress(self, chatmanager, user_id, course_id, chapter_name, lesson_name): """加载和恢复学习进度""" continue_learn = not chatmanager.restart need_skip_chapters = 0 if continue_learn: # 尝试加载用户学习进度 progress_result = load_learning_progress(user_id, course_id, chapter_name, lesson_name) if progress_result['exists']: progress = progress_result['data'] # 恢复学习进度数据 if 'scores' in progress: # 根据scores的数量确定需要跳过的章节数 need_skip_chapters = len(progress['scores']) chatmanager.scores = progress['scores'] # 恢复聊天历史 if 'chat_historys' in progress: chatmanager.chat_historys = progress['chat_historys'] else: chatmanager.chat_historys = [] # 恢复当前章节链 if 'chapter_chain_now' in progress: chatmanager.chapter_chain_now = progress['chapter_chain_now'] upload_learning_progress_to_cloud(progress) else: # 使用默认值，确保有完整的结构 chatmanager.chat_historys = progress_result['data']['chat_historys'] chatmanager.scores = progress_result['data']['scores'] return continue_learn, need_skip_chapters def _initialize_chatmanager(self, user_uuid, user_id, course_id, chapter_name, lesson_name, chatmanager, user_uuid2ase_client): """初始化聊天管理器""" fmd, fmdp, fsp = load_full_markdown_file(course_id, chapter_name, lesson_name) user_uuid2ase_client[user_uuid] = HSAEngineClient( current_app.config["ASE_ENGINE_URL"], current_app.config["ASE_ENGINE_NAMESPACE"], id=user_id, chatmanager=chatmanager ) chatmanager.init( user_uuid, user_uuid2ase_client[user_uuid], fmd, fmdp, fsp, course_id, chapter_name, lesson_name, max_iter=5, app=current_app, socketio=self ) return user_uuid2ase_client def _setup_backboard(self, user_uuid, user_id, course_id, chapter_name, lesson_name, chatmanager, backboard_manager): """设置背板管理器""" backboard_manager.add_backboard( user_uuid, user_id, course_id, lesson_name, root_path=f'/home/{user_id}/{course_id}/{chapter_name}/{lesson_name}' ) chatmanager.bb = backboard_manager.get_backboard(user_uuid) def _skip_completed_chapters(self, chatmanager, continue_learn, need_skip_chapters): """跳过已完成章节""" if continue_learn: for _ in range(need_skip_chapters): chatmanager.next_chapter() def _register_ase_routes(self, user_uuid, user_uuid2ase_client, chatmanager): """注册ASE客户端的各种路由回调""" user_uuid2ase_client[user_uuid].register_on_connect_entry( callback=on_connect_to_ase, entry=(self, user_uuid2ase_client[user_uuid]), init_data={'room': user_uuid, 'restart': chatmanager.restart} ) # 注册各种路由回调 route_configs = [ {'route': 'dialog', 'callback': receive_ase_dialog, 'entry': self}, {'route': 'dialog-hint', 'callback': receive_ase_message_hint, 'entry': self}, {'route': 'voice_out', 'callback': receive_ase_voice_out, 'entry': self}, {'route': 'judge', 'callback': receive_ase_judge, 'entry': self}, {'route': 'next_chapter', 'callback': receive_ase_next_chapter, 'entry': self}, {'route': 'chapter_score', 'callback': receive_ase_chapter_score, 'entry': (get_or_load_current_user(), chatmanager)}, {'route': 'process', 'callback': receive_ase_process, 'entry': self}, {'route': 'paste_detected', 'callback': receive_ase_paste_detected, 'entry': self} ] for config in route_configs: user_uuid2ase_client[user_uuid].register_route_with_entry( route=config['route'], callback=config['callback'], entry=config['entry'], init_data={'room': user_uuid} ) user_uuid2ase_client[user_uuid].connect() def on_login(self, data): """登录处理主方法""" self.app = current_app ex = current_app.extensions uuid2username = ex["uuid2username"] backboard_manager = ex["backboard_manager"] # 1. 解析登录数据 login_data = self._parse_login_data(data) user_uuid = login_data['user_uuid'] course_id = login_data['course_id'] lesson_name = login_data['lesson_name'] chapter_name = login_data['chapter_name'] # 2. 设置用户会话和加入房间 user_id = self._setup_user_session(user_uuid, uuid2username) # 3. 获取聊天管理器 user_uuid2chatmanager = ex["user_uuid2chatmanager"] chatmanager = user_uuid2chatmanager[user_uuid] # 4. 管理ASE客户端连接 user_uuid2ase_client = self._manage_ase_client_connection(user_uuid, ex) # 5. 配置聊天管理器的函数 self._configure_chatmanager_functions(chatmanager, course_id, user_id, chapter_name, lesson_name, user_uuid) # 6. 加载和恢复学习进度 continue_learn, need_skip_chapters = self._load_and_restore_progress(chatmanager, user_id, course_id, chapter_name, lesson_name) # 7. 初始化聊天管理器 user_uuid2ase_client = self._initialize_chatmanager(user_uuid, user_id, course_id, chapter_name, lesson_name, chatmanager, user_uuid2ase_client) # 8. 设置背板管理器 self._setup_backboard(user_uuid, user_id, course_id, lesson_name, chatmanager, backboard_manager) # 9. 跳过已完成章节 self._skip_completed_chapters(chatmanager, continue_learn, need_skip_chapters) # 10. 保存引用 self.chatmanager = chatmanager self.ase_client = user_uuid2ase_client[user_uuid] # 11. 注册ASE路由 self._register_ase_routes(user_uuid, user_uuid2ase_client, chatmanager) def on_language(self, language): ex = current_app.extensions def on_message(self, data): ex = current_app.extensions chatmanager = ex["user_uuid2chatmanager"] uuid = session.get('user_uuid') user_uuid2ase_client = ex["user_uuid2ase_client"] if (type(data)==str): data = json.loads(data) if data['type'] == 'text': res = user_uuid2ase_client[uuid].send_text('dialog', data['data']) chatmanager[uuid].chat_historys.append({'role': 'user', 'content': data['data']}) if data['type'] == 'function': # 在这里 前端会发送允许执行的function与参数 d = data['data'] res = chatmanager[uuid].function_call(d['data']['name'], d['data'].get('args', {})) d['data'] = res.to_dict() emit(d['route'], d, room=uuid, namespace='/agent') chatmanager[uuid].chat_historys.append({'role': 'user', 'content': data['data']}) user_uuid2ase_client[uuid].send_text(d['route'], data['data']) def on_voice(self, voice_data): ex = current_app.extensions chatmanager = ex["user_uuid2chatmanager"] uuid = session.get('user_uuid') user_uuid2ase_client = ex["user_uuid2ase_client"] res = user_uuid2ase_client[uuid].send_voice('voice_in', voice_data['data']) def on_initiative(self,data): # 主动call ex = current_app.extensions uuid = session.get('user_uuid') manager = ex["user_uuid2chatmanager"][uuid] backboard_manager = ex["backboard_manager"] if data['name'] == 'sample_judge': manager.sample_judge(uuid, backboard_manager.get_backboard(uuid)) if data['name'] == 'judge': res = manager.judge(uuid, backboard_manager.get_backboard(uuid)) emit('message', res.message, room=uuid, namespace='/agent') def on_disconnect(self,data): self.app.logger.info(f'AgentNamespace client disconnected, session user_uuid: {session.get("user_uuid", "unknown")}') ex = current_app.extensions uuid = session.get('user_uuid') user_uuid2chatmanager = ex.get("user_uuid2chatmanager", {}) # 保存学习进度到MongoDB try: # 获取用户ID uuid2username = ex.get("uuid2username", {}) user_id = uuid2username.get(uuid, "unknown") self.app.logger.debug(f"get user's dialog his user_id={user_id}") # 调用保存学习进度功能 chatmanager = user_uuid2chatmanager.get(uuid) if chatmanager: save_result = save_learning_progress(chatmanager, user_id) except Exception as e: self.app.logger.error(f"保存学习进度时发生异常: {str(e)}") # 执行原有的断开连接逻辑 if uuid in user_uuid2chatmanager: user_uuid2chatmanager[uuid].disconnect(uuid) # 离开房间 if uuid: leave_room(uuid, namespace='/agent') self.app.logger.info("VSCode client disconnected") self.app.logger.info(f"Disconnect reason: {str(data)}")