e4bf0710c7
数据库 - 新增迁移 0003：timeline_events.memory_source_id 外键 → memory_sources，便于按 ingest 源做时间线幂等 后端 - 记忆 - 新增 ingest 后 LLM 富化（摘要/事实/时间线），可配置开关与最大字符数 - 新增证据包组装：合并 chunk、摘要、事实、时间线、故事等检索结果；支持空 query 时是否仍带 rolling 等开关 - repo/retriever/service/router/schemas/summarizer/timeline/extractor 等扩展；文档 memory-retrieval.md 更新 后端 - 对话 WS - 增加 PING/PONG；分段 ASR 日志与空音频处理；转写失败与「无助手回复」错误提示更明确 - 助手多段回复持久化使用统一分隔符，与分段逻辑一致 后端 - Agent - reply_limits：按 [SPLIT] 与段落拆段，并保证非空 fallback，供 WS 与 TTS 多段下发 后端 - 回忆录任务 - transcript ingest 记录 source_id；任务成功结?
757 lines
35 KiB
Python
757 lines
35 KiB
Python
"""
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WebSocket 路由：实时对话通信
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仅包含 websocket_endpoint 生命周期函数，业务逻辑委托给 pipeline 等子模块
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"""
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import asyncio
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import base64
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import uuid
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from datetime import datetime, timezone
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from fastapi import WebSocket, WebSocketDisconnect, status
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from starlette.websockets import WebSocketState
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from app.agents.chat.prompts_profile import format_user_profile_context
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from app.core.db import AsyncSessionLocal
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from app.core.dependencies import get_asr_provider
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from app.core.logging import get_logger
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from app.core.security import verify_token
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from app.features.conversation.history_store import ConversationHistoryStore
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from app.features.conversation.models import Conversation, Segment
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from app.features.conversation.service import ConversationService
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from app.features.conversation.ws.connection_manager import manager
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from app.features.conversation.ws.message_types import MessageType
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from app.features.conversation.ws.pipeline import (
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_delayed_listening_feedback,
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_mark_conversation_active,
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_voice_session_id_from_client_segment_id,
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background_runner,
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bump_tts_cancel_epoch,
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chat_orchestrator,
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cleanup_segment_states,
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get_or_create_segment_state,
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process_audio_segment,
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process_conversation_segments,
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process_user_message,
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register_segment_task,
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)
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from app.features.conversation.ws.profile_collector import get_missing_profile_fields
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from app.features.conversation.ws.quota_guard import check_ws_quota
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from app.features.memoir.state_service import get_or_create_state
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from app.features.quota.service import QuotaService
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from app.features.user.models import User
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logger = get_logger(__name__)
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async def websocket_endpoint(
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websocket: WebSocket,
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conversation_id: str,
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):
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"""
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WebSocket 端点：处理实时对话
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Args:
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websocket: WebSocket 连接
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conversation_id: 对话 ID
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"""
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token = websocket.query_params.get("token")
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if not token:
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await websocket.close(
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code=status.WS_1008_POLICY_VIOLATION, reason="缺少访问令牌"
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)
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return
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payload = verify_token(token)
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if not payload or payload.get("type") != "access":
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await websocket.close(
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code=status.WS_1008_POLICY_VIOLATION, reason="无效的认证令牌"
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)
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return
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user_id = payload.get("sub")
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if not user_id:
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await websocket.close(
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code=status.WS_1008_POLICY_VIOLATION, reason="无效的令牌内容"
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)
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return
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async with AsyncSessionLocal() as db:
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user = await db.get(User, user_id)
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if not user:
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await websocket.close(
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code=status.WS_1008_POLICY_VIOLATION, reason="用户不存在"
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)
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return
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await manager.connect(websocket, conversation_id)
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logger.info(
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"WebSocket 已连接 conversation_id={} user_id={}",
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conversation_id,
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user_id,
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)
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quota_service = QuotaService(db=db)
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conversation_service = ConversationService(db=db, quota_service=quota_service)
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try:
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await manager.send_message(
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conversation_id,
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{
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"type": MessageType.CONNECT,
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"conversation_id": conversation_id,
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"data": {"status": "connected"},
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"timestamp": datetime.now(timezone.utc).isoformat(),
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},
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)
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conversation = await db.get(Conversation, conversation_id)
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if not conversation:
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conversation = Conversation(
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id=conversation_id,
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user_id=user_id,
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started_at=datetime.now(timezone.utc),
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status="active",
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)
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db.add(conversation)
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await db.commit()
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else:
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if conversation.user_id != user_id:
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try:
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await manager.send_message(
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conversation_id,
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{
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"type": MessageType.ERROR,
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"data": {"message": "无权访问此对话"},
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"timestamp": datetime.now(timezone.utc).isoformat(),
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},
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)
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except Exception:
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pass
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await websocket.close(
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code=status.WS_1008_POLICY_VIOLATION, reason="无权访问此对话"
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)
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return
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if conversation.deleted_at is not None:
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try:
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await manager.send_message(
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conversation_id,
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{
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"type": MessageType.ERROR,
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"data": {"message": "对话已删除"},
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"timestamp": datetime.now(timezone.utc).isoformat(),
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},
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)
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except Exception:
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pass
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await websocket.close(
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code=status.WS_1008_POLICY_VIOLATION, reason="对话已删除"
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)
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return
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history = await conversation_service.ensure_redis_history_from_db(
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conversation_id
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)
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if not history:
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missing_profile = get_missing_profile_fields(user)
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if missing_profile:
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try:
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greetings = await chat_orchestrator.generate_profile_greeting(
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conversation_id=conversation_id,
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missing_fields=missing_profile,
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nickname=user.nickname or "",
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)
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ai_msg_id = await ConversationHistoryStore(
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db
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).record_ai_only_turn(conversation_id, greetings)
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if ai_msg_id:
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ng = len(greetings)
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for i, text in enumerate(greetings):
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await manager.send_message(
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conversation_id,
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{
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"type": MessageType.AGENT_RESPONSE,
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"conversation_id": conversation_id,
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"data": {
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"text": text,
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"index": i,
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"total": ng,
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"assistant_message_id": ai_msg_id,
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},
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"timestamp": datetime.now(
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timezone.utc
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).isoformat(),
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},
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)
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if i < ng - 1:
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await asyncio.sleep(0.5)
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except Exception as e:
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logger.error(f"发送资料收集开场白失败: {e}", exc_info=True)
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else:
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try:
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state = await get_or_create_state(user_id, db)
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user_profile_context = format_user_profile_context(
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birth_year=user.birth_year,
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birth_place=user.birth_place,
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grew_up_place=user.grew_up_place,
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occupation=user.occupation,
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)
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opening_messages = (
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await chat_orchestrator.generate_opening_message(
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conversation_id=conversation_id,
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memoir_state=state,
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user_profile_context=user_profile_context,
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)
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)
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ai_msg_id = await ConversationHistoryStore(
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db
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).record_ai_only_turn(conversation_id, opening_messages)
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if ai_msg_id:
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no = len(opening_messages)
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for i, text in enumerate(opening_messages):
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await manager.send_message(
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conversation_id,
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{
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"type": MessageType.AGENT_RESPONSE,
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"conversation_id": conversation_id,
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"data": {
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"text": text,
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"index": i,
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"total": no,
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"assistant_message_id": ai_msg_id,
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},
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"timestamp": datetime.now(
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timezone.utc
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).isoformat(),
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},
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)
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if i < no - 1:
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await asyncio.sleep(0.5)
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except Exception as e:
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logger.error(f"发送空对话开场白失败: {e}", exc_info=True)
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while True:
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try:
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if websocket.application_state != WebSocketState.CONNECTED:
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logger.debug(
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"WebSocket 已非连接状态，退出循环: conversation_id={}",
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conversation_id,
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)
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break
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message = await websocket.receive_json()
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msg_type = message.get("type")
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if msg_type == MessageType.AUDIO_SEGMENT:
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_d = message.get("data") or {}
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logger.info(
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"WebSocket 收到消息 type={} conversation_id={} "
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"segment_index={} is_last={} duration_s={} audio_b64_len={}",
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msg_type,
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conversation_id,
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_d.get("segment_index"),
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bool(_d.get("is_last")),
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int(_d.get("duration") or 0),
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len(_d.get("audio_base64") or ""),
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)
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elif msg_type is not None:
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logger.info(
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"WebSocket 收到消息 type={} conversation_id={}",
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msg_type,
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conversation_id,
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)
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else:
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logger.warning(
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"WebSocket 收到缺少 type 的 JSON conversation_id={}",
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conversation_id,
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)
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if msg_type == MessageType.TEXT:
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text_message = message.get("data", {}).get("text", "")
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if text_message:
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can_send, quota_msg = await check_ws_quota(
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quota_service, user_id, user.subscription_type
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)
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if not can_send:
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await manager.send_message(
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conversation_id,
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{
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"type": MessageType.ERROR,
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"data": {
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"message": quota_msg,
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"code": "QUOTA_EXCEEDED",
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},
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"timestamp": datetime.now(
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timezone.utc
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).isoformat(),
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},
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)
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continue
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segment = Segment(
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id=str(uuid.uuid4()),
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conversation_id=conversation_id,
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user_input_text=text_message,
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processed=False,
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)
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db.add(segment)
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user_message_timestamp = _mark_conversation_active(
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conversation
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)
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await db.commit()
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await db.refresh(segment)
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await background_runner.queue_message(
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conversation.user_id, segment.id
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)
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await process_user_message(
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conversation_id=conversation_id,
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user_message=text_message,
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conversation=conversation,
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segment=segment,
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db=db,
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user=user,
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user_message_timestamp=segment.created_at
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or user_message_timestamp,
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)
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elif msg_type == MessageType.RECORDING_STARTED:
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data = message.get("data", {})
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raw_vs = data.get("voice_session_id")
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if not raw_vs or not str(raw_vs).strip():
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await manager.send_message(
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conversation_id,
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{
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"type": MessageType.ERROR,
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"data": {"message": "缺少 voice_session_id"},
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"timestamp": datetime.now(timezone.utc).isoformat(),
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},
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)
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continue
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voice_session_id = str(raw_vs).strip()
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segment_state = get_or_create_segment_state(
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conversation_id,
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voice_session_id,
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)
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async with segment_state.lock:
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if (
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segment_state.listening_feedback_task is not None
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and not segment_state.listening_feedback_task.done()
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):
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continue
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if segment_state.listening_feedback_sent:
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continue
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delayed_task = asyncio.create_task(
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_delayed_listening_feedback(
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conversation_id=conversation_id,
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voice_session_id=voice_session_id,
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)
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)
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segment_state.listening_feedback_task = delayed_task
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elif msg_type == MessageType.AUDIO_SEGMENT:
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data = message.get("data", {})
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audio_base64 = data.get("audio_base64", "")
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segment_index_raw = data.get("segment_index")
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resolved_vs = data.get("voice_session_id") or (
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_voice_session_id_from_client_segment_id(
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data.get("client_segment_id")
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)
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)
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if not resolved_vs or not str(resolved_vs).strip():
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await manager.send_message(
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conversation_id,
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{
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"type": MessageType.ERROR,
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"data": {
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"message": "缺少 voice_session_id 或有效的 client_segment_id"
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},
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"timestamp": datetime.now(timezone.utc).isoformat(),
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},
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)
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continue
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voice_session_id = str(resolved_vs).strip()
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is_last = bool(data.get("is_last", False))
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audio_duration = int(data.get("duration", 0) or 0)
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if not audio_base64:
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await manager.send_message(
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conversation_id,
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{
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"type": MessageType.ERROR,
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"data": {"message": "缺少 audio_base64"},
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"timestamp": datetime.now(timezone.utc).isoformat(),
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},
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)
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continue
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if segment_index_raw is None:
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await manager.send_message(
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conversation_id,
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{
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"type": MessageType.ERROR,
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"data": {"message": "缺少 segment_index"},
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"timestamp": datetime.now(timezone.utc).isoformat(),
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},
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)
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continue
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try:
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segment_index = int(segment_index_raw)
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except (TypeError, ValueError):
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await manager.send_message(
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conversation_id,
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{
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"type": MessageType.ERROR,
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"data": {"message": "segment_index 必须为整数"},
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"timestamp": datetime.now(timezone.utc).isoformat(),
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},
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)
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continue
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if segment_index < 0:
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await manager.send_message(
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conversation_id,
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{
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"type": MessageType.ERROR,
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"data": {"message": "segment_index 不能为负数"},
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"timestamp": datetime.now(timezone.utc).isoformat(),
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},
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)
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continue
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can_send, quota_msg = await check_ws_quota(
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quota_service, user_id, user.subscription_type
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)
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if not can_send:
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await manager.send_message(
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conversation_id,
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{
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"type": MessageType.ERROR,
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"data": {
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"message": quota_msg,
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"code": "QUOTA_EXCEEDED",
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},
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"timestamp": datetime.now(timezone.utc).isoformat(),
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},
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)
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continue
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segment_state = get_or_create_segment_state(
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conversation_id,
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voice_session_id,
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)
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should_process = False
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async with segment_state.lock:
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already_seen = (
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segment_index in segment_state.pending_indices
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or segment_index in segment_state.processed_indices
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or segment_index <= segment_state.consumed_index
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)
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if not already_seen:
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segment_state.pending_indices.add(segment_index)
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should_process = True
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|
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if not should_process:
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logger.debug(
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"收到重复分段，跳过: conversation_id={} voice_session_id={} "
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"segment_index={} audio_b64_len={} duration={}",
|
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conversation_id,
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voice_session_id,
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segment_index,
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len(audio_base64 or ""),
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audio_duration,
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)
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continue
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|
|
if is_last:
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async with segment_state.lock:
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t = segment_state.listening_feedback_task
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segment_state.listening_feedback_task = None
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if t is not None and not t.done():
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t.cancel()
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|
|
task = asyncio.create_task(
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process_audio_segment(
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conversation_id=conversation_id,
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|
user_id=user_id,
|
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voice_session_id=voice_session_id,
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|
segment_index=segment_index,
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audio_base64=audio_base64,
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audio_duration=audio_duration,
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is_last=is_last,
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)
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|
)
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register_segment_task(conversation_id, voice_session_id, task)
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|
|
elif msg_type == MessageType.AUDIO_MESSAGE:
|
|
data = message.get("data", {})
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|
audio_base64 = data.get("audio_base64", "")
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|
audio_duration = data.get("duration", 0)
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|
|
if audio_base64:
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|
can_send, quota_msg = await check_ws_quota(
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quota_service, user_id, user.subscription_type
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)
|
|
if not can_send:
|
|
await manager.send_message(
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conversation_id,
|
|
{
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|
"type": MessageType.ERROR,
|
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"data": {
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|
"message": quota_msg,
|
|
"code": "QUOTA_EXCEEDED",
|
|
},
|
|
"timestamp": datetime.now(
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timezone.utc
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|
).isoformat(),
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},
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)
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continue
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|
|
logger.debug(
|
|
"收到音频消息: conversation_id={} duration_s={}",
|
|
conversation_id,
|
|
audio_duration,
|
|
)
|
|
|
|
try:
|
|
asr = get_asr_provider()
|
|
audio_bytes = base64.b64decode(audio_base64)
|
|
asr_text = await asr.transcribe(audio_bytes, "m4a")
|
|
logger.debug(
|
|
"ASR 转写完成: conversation_id={} chars={}",
|
|
conversation_id,
|
|
len(asr_text or ""),
|
|
)
|
|
logger.debug(
|
|
"ASR 转写全文: conversation_id={} text={}",
|
|
conversation_id,
|
|
asr_text,
|
|
)
|
|
|
|
await manager.send_message(
|
|
conversation_id,
|
|
{
|
|
"type": MessageType.TRANSCRIPT,
|
|
"conversation_id": conversation_id,
|
|
"data": {
|
|
"text": asr_text,
|
|
"audio_duration": audio_duration,
|
|
},
|
|
"timestamp": datetime.now(
|
|
timezone.utc
|
|
).isoformat(),
|
|
},
|
|
)
|
|
|
|
try:
|
|
ads = int(audio_duration)
|
|
except (TypeError, ValueError):
|
|
ads = 0
|
|
segment = Segment(
|
|
id=str(uuid.uuid4()),
|
|
conversation_id=conversation_id,
|
|
user_input_text=asr_text,
|
|
audio_url=f"audio:{audio_duration}s",
|
|
audio_duration_seconds=ads if ads > 0 else None,
|
|
processed=False,
|
|
)
|
|
db.add(segment)
|
|
user_message_timestamp = _mark_conversation_active(
|
|
conversation
|
|
)
|
|
await db.commit()
|
|
await db.refresh(segment)
|
|
await background_runner.queue_message(
|
|
conversation.user_id, segment.id
|
|
)
|
|
|
|
if asr_text and not asr_text.startswith("转写失败"):
|
|
await process_user_message(
|
|
conversation_id=conversation_id,
|
|
user_message=asr_text,
|
|
conversation=conversation,
|
|
segment=segment,
|
|
db=db,
|
|
user=user,
|
|
user_message_timestamp=segment.created_at
|
|
or user_message_timestamp,
|
|
)
|
|
else:
|
|
await manager.send_message(
|
|
conversation_id,
|
|
{
|
|
"type": MessageType.ERROR,
|
|
"data": {
|
|
"message": "语音转写失败，请重试或使用文字输入"
|
|
},
|
|
"timestamp": datetime.now(
|
|
timezone.utc
|
|
).isoformat(),
|
|
},
|
|
)
|
|
|
|
except Exception as e:
|
|
logger.error(f"处理音频消息失败: {e}", exc_info=True)
|
|
await manager.send_message(
|
|
conversation_id,
|
|
{
|
|
"type": MessageType.ERROR,
|
|
"data": {
|
|
"message": f"处理音频消息失败: {str(e)}"
|
|
},
|
|
"timestamp": datetime.now(
|
|
timezone.utc
|
|
).isoformat(),
|
|
},
|
|
)
|
|
|
|
elif msg_type == MessageType.TRANSCRIBE_ONLY:
|
|
data = message.get("data", {})
|
|
audio_base64 = data.get("audio_base64", "")
|
|
if not audio_base64:
|
|
await manager.send_message(
|
|
conversation_id,
|
|
{
|
|
"type": MessageType.ERROR,
|
|
"data": {"message": "缺少 audio_base64"},
|
|
"timestamp": datetime.now(timezone.utc).isoformat(),
|
|
},
|
|
)
|
|
continue
|
|
try:
|
|
asr = get_asr_provider()
|
|
audio_bytes = base64.b64decode(audio_base64)
|
|
asr_text = await asr.transcribe(audio_bytes, "m4a")
|
|
await manager.send_message(
|
|
conversation_id,
|
|
{
|
|
"type": MessageType.TRANSCRIPT,
|
|
"conversation_id": conversation_id,
|
|
"data": {"text": asr_text or ""},
|
|
"timestamp": datetime.now(timezone.utc).isoformat(),
|
|
},
|
|
)
|
|
except Exception as e:
|
|
logger.error(f"仅转写失败: {e}", exc_info=True)
|
|
await manager.send_message(
|
|
conversation_id,
|
|
{
|
|
"type": MessageType.ERROR,
|
|
"data": {"message": f"转写失败: {str(e)}"},
|
|
"timestamp": datetime.now(timezone.utc).isoformat(),
|
|
},
|
|
)
|
|
|
|
elif msg_type == MessageType.TTS_CANCEL:
|
|
bump_tts_cancel_epoch(conversation_id)
|
|
|
|
elif msg_type == MessageType.END_CONVERSATION:
|
|
conversation.status = "ended"
|
|
conversation.ended_at = datetime.now(timezone.utc)
|
|
await db.commit()
|
|
|
|
await process_conversation_segments(
|
|
conversation_id, db, quota_service
|
|
)
|
|
|
|
await manager.send_message(
|
|
conversation_id,
|
|
{
|
|
"type": MessageType.END_CONVERSATION,
|
|
"conversation_id": conversation_id,
|
|
"data": {"status": "ended"},
|
|
"timestamp": datetime.now(timezone.utc).isoformat(),
|
|
},
|
|
)
|
|
break
|
|
|
|
elif msg_type == MessageType.PING:
|
|
await manager.send_message(
|
|
conversation_id,
|
|
{
|
|
"type": MessageType.PONG,
|
|
"conversation_id": conversation_id,
|
|
"data": {},
|
|
"timestamp": datetime.now(timezone.utc).isoformat(),
|
|
},
|
|
)
|
|
|
|
else:
|
|
if msg_type is not None:
|
|
logger.warning(
|
|
"WebSocket 未识别的消息 type={} conversation_id={}",
|
|
msg_type,
|
|
conversation_id,
|
|
)
|
|
|
|
except RuntimeError as e:
|
|
error_msg = str(e)
|
|
if (
|
|
"disconnect" in error_msg.lower()
|
|
or 'Cannot call "receive"' in error_msg
|
|
or "accept" in error_msg.lower()
|
|
and "not connected" in error_msg.lower()
|
|
):
|
|
logger.debug(
|
|
"WebSocket 连接已断开或未就绪: conversation_id={} error={}",
|
|
conversation_id,
|
|
error_msg,
|
|
)
|
|
break
|
|
else:
|
|
logger.error(f"处理消息时发生 RuntimeError: {e}", exc_info=True)
|
|
if conversation_id in manager.active_connections:
|
|
try:
|
|
await manager.send_message(
|
|
conversation_id,
|
|
{
|
|
"type": MessageType.ERROR,
|
|
"data": {"message": str(e)},
|
|
"timestamp": datetime.now(
|
|
timezone.utc
|
|
).isoformat(),
|
|
},
|
|
)
|
|
except Exception as send_error:
|
|
logger.warning(f"发送错误消息失败: {send_error}")
|
|
break
|
|
except WebSocketDisconnect as disc:
|
|
logger.info(
|
|
"WebSocket 断开连接（收消息循环）: conversation_id={} code={}",
|
|
conversation_id,
|
|
getattr(disc, "code", None),
|
|
)
|
|
break
|
|
except Exception as e:
|
|
logger.error(f"处理消息时发生错误: {e}", exc_info=True)
|
|
if conversation_id in manager.active_connections:
|
|
try:
|
|
await manager.send_message(
|
|
conversation_id,
|
|
{
|
|
"type": MessageType.ERROR,
|
|
"data": {"message": str(e)},
|
|
"timestamp": datetime.now(timezone.utc).isoformat(),
|
|
},
|
|
)
|
|
except Exception as send_error:
|
|
logger.warning(f"发送错误消息失败: {send_error}")
|
|
break
|
|
|
|
except WebSocketDisconnect as disc:
|
|
logger.info(
|
|
"WebSocket 断开连接: conversation_id={} code={}",
|
|
conversation_id,
|
|
getattr(disc, "code", None),
|
|
)
|
|
await manager.disconnect(conversation_id)
|
|
cleanup_segment_states(conversation_id)
|
|
except Exception as e:
|
|
logger.error(f"WebSocket 端点发生错误: {e}", exc_info=True)
|
|
await manager.disconnect(conversation_id)
|
|
cleanup_segment_states(conversation_id)
|
|
finally:
|
|
await manager.disconnect(conversation_id)
|
|
cleanup_segment_states(conversation_id)
|