Files
xiaozhi-esp32-server/core/connection.py
T
b94842c312 Fix long audio bug (#158)
* update:异步生成音频

* update:优化LLM断句

---------

Co-authored-by: hrz <1710360675@qq.com>
2025-03-01 01:54:55 +08:00

362 lines
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import os
import json
import uuid
import time
import queue
import asyncio
import traceback
from config.logger import setup_logging
import threading
import websockets
from typing import Dict, Any
from core.utils.dialogue import Message, Dialogue
from core.handle.textHandle import handleTextMessage
from core.utils.util import get_string_no_punctuation_or_emoji
from concurrent.futures import ThreadPoolExecutor, TimeoutError
from core.handle.sendAudioHandle import sendAudioMessage
from core.handle.receiveAudioHandle import handleAudioMessage
from config.private_config import PrivateConfig
from core.auth import AuthMiddleware, AuthenticationError
from core.utils.auth_code_gen import AuthCodeGenerator
TAG = __name__
class ConnectionHandler:
def __init__(self, config: Dict[str, Any], _vad, _asr, _llm, _tts, _music):
self.config = config
self.logger = setup_logging()
self.auth = AuthMiddleware(config)
self.websocket = None
self.headers = None
self.session_id = None
self.prompt = None
self.welcome_msg = None
# 客户端状态相关
self.client_abort = False
self.client_listen_mode = "auto"
# 线程任务相关
self.loop = asyncio.get_event_loop()
self.stop_event = threading.Event()
self.tts_queue = queue.Queue()
self.audio_play_queue = queue.Queue()
self.executor = ThreadPoolExecutor(max_workers=10)
# 依赖的组件
self.vad = _vad
self.asr = _asr
self.llm = _llm
self.tts = _tts
self.dialogue = None
# vad相关变量
self.client_audio_buffer = bytes()
self.client_have_voice = False
self.client_have_voice_last_time = 0.0
self.client_no_voice_last_time = 0.0
self.client_voice_stop = False
# asr相关变量
self.asr_audio = []
self.asr_server_receive = True
# llm相关变量
self.llm_finish_task = False
self.dialogue = Dialogue()
# tts相关变量
self.tts_first_text = None
self.tts_last_text = None
self.tts_start_speak_time = None
self.tts_duration = 0
# iot相关变量
self.iot_descriptors = {}
self.cmd_exit = self.config["CMD_exit"]
self.max_cmd_length = 0
for cmd in self.cmd_exit:
if len(cmd) > self.max_cmd_length:
self.max_cmd_length = len(cmd)
self.private_config = None
self.auth_code_gen = AuthCodeGenerator.get_instance()
self.is_device_verified = False # 添加设备验证状态标志
self.music_handler = _music
async def handle_connection(self, ws):
try:
# 获取并验证headers
self.headers = dict(ws.request.headers)
# 获取客户端ip地址
client_ip = ws.remote_address[0]
self.logger.bind(tag=TAG).info(f"{client_ip} conn - Headers: {self.headers}")
# 进行认证
await self.auth.authenticate(self.headers)
device_id = self.headers.get("device-id", None)
# Load private configuration if device_id is provided
bUsePrivateConfig = self.config.get("use_private_config", False)
self.logger.bind(tag=TAG).info(f"bUsePrivateConfig: {bUsePrivateConfig}, device_id: {device_id}")
if bUsePrivateConfig and device_id:
try:
self.private_config = PrivateConfig(device_id, self.config, self.auth_code_gen)
await self.private_config.load_or_create()
# 判断是否已经绑定
owner = self.private_config.get_owner()
self.is_device_verified = owner is not None
if self.is_device_verified:
await self.private_config.update_last_chat_time()
llm, tts = self.private_config.create_private_instances()
if all([llm, tts]):
self.llm = llm
self.tts = tts
self.logger.bind(tag=TAG).info(f"Loaded private config and instances for device {device_id}")
else:
self.logger.bind(tag=TAG).error(f"Failed to create instances for device {device_id}")
self.private_config = None
except Exception as e:
self.logger.bind(tag=TAG).error(f"Error initializing private config: {e}")
self.private_config = None
raise
# 认证通过,继续处理
self.websocket = ws
self.session_id = str(uuid.uuid4())
self.welcome_msg = self.config["xiaozhi"]
self.welcome_msg["session_id"] = self.session_id
await self.websocket.send(json.dumps(self.welcome_msg))
await self.loop.run_in_executor(None, self._initialize_components)
# tts 消化线程
tts_priority = threading.Thread(target=self._tts_priority_thread, daemon=True)
tts_priority.start()
# 音频播放 消化线程
audio_play_priority = threading.Thread(target=self._audio_play_priority_thread, daemon=True)
audio_play_priority.start()
try:
async for message in self.websocket:
await self._route_message(message)
except websockets.exceptions.ConnectionClosed:
self.logger.bind(tag=TAG).info("客户端断开连接")
await self.close()
except AuthenticationError as e:
self.logger.bind(tag=TAG).error(f"Authentication failed: {str(e)}")
await ws.close()
return
except Exception as e:
stack_trace = traceback.format_exc()
self.logger.bind(tag=TAG).error(f"Connection error: {str(e)}-{stack_trace}")
await ws.close()
return
async def _route_message(self, message):
"""消息路由"""
if isinstance(message, str):
await handleTextMessage(self, message)
elif isinstance(message, bytes):
await handleAudioMessage(self, message)
def _initialize_components(self):
self.prompt = self.config["prompt"]
if self.private_config:
self.prompt = self.private_config.private_config.get("prompt", self.prompt)
# 赋予LLM时间观念
if "{date_time}" in self.prompt:
date_time = time.strftime("%Y-%m-%d %H:%M", time.localtime())
self.prompt = self.prompt.replace("{date_time}", date_time)
self.dialogue.put(Message(role="system", content=self.prompt))
async def _check_and_broadcast_auth_code(self):
"""检查设备绑定状态并广播认证码"""
if not self.private_config.get_owner():
auth_code = self.private_config.get_auth_code()
if auth_code:
# 发送验证码语音提示
text = f"请在后台输入验证码:{' '.join(auth_code)}"
self.recode_first_last_text(text)
future = self.executor.submit(self.speak_and_play, text)
self.tts_queue.put(future)
return False
return True
def isNeedAuth(self):
bUsePrivateConfig = self.config.get("use_private_config", False)
if not bUsePrivateConfig:
# 如果不使用私有配置,就不需要验证
return False
return not self.is_device_verified
def chat(self, query):
if self.isNeedAuth():
self.llm_finish_task = True
loop = asyncio.new_event_loop()
asyncio.set_event_loop(loop)
try:
loop.run_until_complete(self._check_and_broadcast_auth_code())
finally:
loop.close()
return True
self.dialogue.put(Message(role="user", content=query))
response_message = []
processed_chars = 0 # 跟踪已处理的字符位置
try:
start_time = time.time()
llm_responses = self.llm.response(self.session_id, self.dialogue.get_llm_dialogue())
except Exception as e:
self.logger.bind(tag=TAG).error(f"LLM 处理出错 {query}: {e}")
return None
self.llm_finish_task = False
for content in llm_responses:
response_message.append(content)
if self.client_abort:
break
end_time = time.time()
self.logger.bind(tag=TAG).debug(f"大模型返回时间: {end_time - start_time} 秒, 生成token={content}")
# 合并当前全部文本并处理未分割部分
full_text = "".join(response_message)
current_text = full_text[processed_chars:] # 从未处理的位置开始
# 查找最后一个有效标点
punctuations = ("。", "", "", ".", "?", "!", ";", "", ":", "", "", ",")
last_punct_pos = -1
for punct in punctuations:
pos = current_text.rfind(punct)
if pos > last_punct_pos:
last_punct_pos = pos
# 找到分割点则处理
if last_punct_pos != -1:
segment_text_raw = current_text[:last_punct_pos + 1]
segment_text = get_string_no_punctuation_or_emoji(segment_text_raw)
if segment_text:
self.recode_first_last_text(segment_text)
future = self.executor.submit(self.speak_and_play, segment_text)
self.tts_queue.put(future)
processed_chars += len(segment_text_raw) # 更新已处理字符位置
# 处理最后剩余的文本
full_text = "".join(response_message)
remaining_text = full_text[processed_chars:]
if remaining_text:
segment_text = get_string_no_punctuation_or_emoji(remaining_text)
if segment_text:
self.recode_first_last_text(segment_text)
future = self.executor.submit(self.speak_and_play, segment_text)
self.tts_queue.put(future)
self.llm_finish_task = True
self.dialogue.put(Message(role="assistant", content="".join(response_message)))
self.logger.bind(tag=TAG).debug(json.dumps(self.dialogue.get_llm_dialogue(), indent=4, ensure_ascii=False))
return True
def _tts_priority_thread(self):
while not self.stop_event.is_set():
text = None
try:
future = self.tts_queue.get()
if future is None:
continue
text = None
try:
self.logger.bind(tag=TAG).debug("正在处理TTS任务...")
tts_file, text = future.result(timeout=10)
if text is None or len(text) <= 0:
continue
if tts_file is None:
self.logger.bind(tag=TAG).error(f"TTS文件生成失败: {text}")
continue
self.logger.bind(tag=TAG).debug(f"TTS文件生成完毕,文件路径: {tts_file}")
if os.path.exists(tts_file):
opus_datas, duration = self.tts.wav_to_opus_data(tts_file)
else:
self.logger.bind(tag=TAG).error(f"TTS文件不存在: {tts_file}")
opus_datas = []
except TimeoutError:
self.logger.bind(tag=TAG).error("TTS 任务超时")
continue
except Exception as e:
self.logger.bind(tag=TAG).error(f"TTS 任务出错: {e}")
continue
if not self.client_abort:
# 如果没有中途打断就发送语音
self.audio_play_queue.put((opus_datas, text))
if self.tts.delete_audio_file and os.path.exists(tts_file):
os.remove(tts_file)
except Exception as e:
self.logger.bind(tag=TAG).error(f"TTS任务处理错误: {e}")
self.clearSpeakStatus()
asyncio.run_coroutine_threadsafe(
self.websocket.send(json.dumps({"type": "tts", "state": "stop", "session_id": self.session_id})),
self.loop
)
self.logger.bind(tag=TAG).error(f"tts_priority priority_thread: {text}{e}")
def _audio_play_priority_thread(self):
while not self.stop_event.is_set():
text = None
try:
opus_datas, text = self.audio_play_queue.get()
future = asyncio.run_coroutine_threadsafe(sendAudioMessage(self, opus_datas, text), self.loop)
future.result()
except Exception as e:
self.logger.bind(tag=TAG).error(f"audio_play_priority priority_thread: {text}{e}")
def speak_and_play(self, text):
if text is None or len(text) <= 0:
self.logger.bind(tag=TAG).info(f"无需tts转换,query为空,{text}")
return None, text
tts_file = self.tts.to_tts(text)
if tts_file is None:
self.logger.bind(tag=TAG).error(f"tts转换失败,{text}")
return None, text
self.logger.bind(tag=TAG).debug(f"TTS 文件生成完毕: {tts_file}")
return tts_file, text
def clearSpeakStatus(self):
self.logger.bind(tag=TAG).debug(f"清除服务端讲话状态")
self.asr_server_receive = True
self.tts_last_text = None
self.tts_first_text = None
self.tts_duration = 0
self.tts_start_speak_time = None
def recode_first_last_text(self, text):
if not self.tts_first_text:
self.logger.bind(tag=TAG).info(f"大模型说出第一句话: {text}")
self.tts_first_text = text
self.tts_last_text = text
async def close(self):
"""资源清理方法"""
# 清理其他资源
self.stop_event.set()
self.executor.shutdown(wait=False)
if self.websocket:
await self.websocket.close()
self.logger.bind(tag=TAG).info("连接资源已释放")
def reset_vad_states(self):
self.client_audio_buffer = bytes()
self.client_have_voice = False
self.client_have_voice_last_time = 0
self.client_voice_stop = False
self.logger.bind(tag=TAG).debug("VAD states reset.")