feat: 增加适用于直播等场景的新回复策略,在ada发送特定消息段的情况下可以按照优先度同一时间只回复一人

This commit is contained in:
tcmofashi
2025-07-01 10:26:29 +08:00
parent c7fc6e57ff
commit 97ab4a242e
4 changed files with 323 additions and 261 deletions

View File

@@ -11,10 +11,10 @@ logger = get_logger("normal_chat")
class PrioritizedMessage:
"""带有优先级的消息对象"""
def __init__(self, message: MessageRecv, interest_score: float, is_vip: bool = False):
def __init__(self, message: MessageRecv, interest_scores: List[float], is_vip: bool = False):
self.message = message
self.arrival_time = time.time()
self.interest_score = interest_score
self.interest_scores = interest_scores
self.is_vip = is_vip
self.priority = self.calculate_priority()
@@ -25,7 +25,7 @@ class PrioritizedMessage:
"""
age = time.time() - self.arrival_time
decay_factor = math.exp(-decay_rate * age)
priority = self.interest_score * decay_factor
priority = sum(self.interest_scores) + decay_factor
return priority
def __lt__(self, other: "PrioritizedMessage") -> bool:
@@ -43,25 +43,20 @@ class PriorityManager:
self.normal_queue: List[PrioritizedMessage] = [] # 普通消息队列 (最大堆)
self.interest_dict = interest_dict if interest_dict is not None else {}
self.normal_queue_max_size = normal_queue_max_size
self.vip_users = self.interest_dict.get("vip_users", []) # 假设vip用户在interest_dict中指定
def _get_interest_score(self, user_id: str) -> float:
"""获取用户的兴趣分默认为1.0"""
return self.interest_dict.get("interests", {}).get(user_id, 1.0)
def _is_vip(self, user_id: str) -> bool:
"""检查用户是否为VIP"""
return user_id in self.vip_users
def add_message(self, message: MessageRecv):
def add_message(self, message: MessageRecv, interest_score: Optional[float] = None):
"""
添加新消息到合适的队列中。
"""
user_id = message.message_info.user_info.user_id
is_vip = self._is_vip(user_id)
interest_score = self._get_interest_score(user_id)
is_vip = message.priority_info.get("message_type") == "vip" if message.priority_info else False
message_priority = message.priority_info.get("message_priority", 0.0) if message.priority_info else 0.0
p_message = PrioritizedMessage(message, interest_score, is_vip)
p_message = PrioritizedMessage(message, [interest_score, message_priority], is_vip)
if is_vip:
heapq.heappush(self.vip_queue, p_message)
@@ -97,12 +92,7 @@ class PriorityManager:
vip_msg = self.vip_queue[0] if self.vip_queue else None
normal_msg = self.normal_queue[0] if self.normal_queue else None
if vip_msg and normal_msg:
if vip_msg.priority >= normal_msg.priority:
return heapq.heappop(self.vip_queue).message
else:
return heapq.heappop(self.normal_queue).message
elif vip_msg:
if vip_msg:
return heapq.heappop(self.vip_queue).message
elif normal_msg:
return heapq.heappop(self.normal_queue).message