gardel/Mofox-Core
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

Merge pull request #772 from na10xi27da/dev

Browse Source 
改进Mxp意愿模式的基础意愿计算方式，新增疲劳机制，新增优雅的调试输出，顺便修一下message_buffer
This commit is contained in:
SengokuCola
2025-04-16 19:36:06 +08:00
committed by GitHub
parent 4e268493ed 4501e19dc8
commit 9c5f6449c0
7 changed files with 147 additions and 70 deletions
Download Patch File Download Diff File Expand all files Collapse all files

5
src/plugins/willing/mode_classical.py
View File

@@ -75,8 +75,3 @@ class ClassicalWillingManager(BaseWillingManager):
async def not_reply_handle(self, message_id):
return await super().not_reply_handle(message_id)
async def get_variable_parameters(self):
return await super().get_variable_parameters()
async def set_variable_parameters(self, parameters):
return await super().set_variable_parameters(parameters)

5
src/plugins/willing/mode_dynamic.py
View File

@@ -235,8 +235,3 @@ class DynamicWillingManager(BaseWillingManager):
async def after_generate_reply_handle(self, message_id):
return await super().after_generate_reply_handle(message_id)
async def get_variable_parameters(self):
return await super().get_variable_parameters()
async def set_variable_parameters(self, parameters):
return await super().set_variable_parameters(parameters)

135
src/plugins/willing/mode_mxp.py
View File

@@ -10,6 +10,7 @@ Mxp 模式：梦溪畔独家赞助
4.限制同时思考的消息数量，防止喷射
5.拥有单聊增益，无论在群里还是私聊，只要bot一直和你聊，就会增加意愿值
6.意愿分为衰减意愿+临时意愿
7.疲劳机制
如果你发现本模式出现了bug
上上策是询问智慧的小草神（）
@@ -34,26 +35,47 @@ class MxpWillingManager(BaseWillingManager):
self.chat_new_message_time: Dict[str, list[float]] = {} # 聊天流ID: 消息时间
self.last_response_person: Dict[str, tuple[str, int]] = {} # 上次回复的用户信息
self.temporary_willing: float = 0 # 临时意愿值
self.chat_bot_message_time: Dict[str, list[float]] = {} # 聊天流ID: bot已回复消息时间
self.chat_fatigue_punishment_list: Dict[str, list[tuple[float, float]]] = {} # 聊天流疲劳惩罚列, 聊天流ID: 惩罚时间列(开始时间，持续时间)
self.chat_fatigue_willing_attenuation: Dict[str, float] = {} # 聊天流疲劳意愿衰减值
# 可变参数
self.intention_decay_rate = 0.93 # 意愿衰减率
self.message_expiration_time = 120 # 消息过期时间（秒）
self.number_of_message_storage = 10 # 消息存储数量
self.number_of_message_storage = 12 # 消息存储数量
self.expected_replies_per_min = 3 # 每分钟预期回复数
self.basic_maximum_willing = 0.5 # 基础最大意愿值
self.mention_willing_gain = 0.6 # 提及意愿增益
self.interest_willing_gain = 0.3 # 兴趣意愿增益
self.emoji_response_penalty = self.global_config.emoji_response_penalty # 表情包回复惩罚
self.down_frequency_rate = self.global_config.down_frequency_rate # 降低回复频率的群组惩罚系数
self.single_chat_gain = 0.12 # 单聊增益
self.fatigue_messages_triggered_num = self.expected_replies_per_min # 疲劳消息触发数量(int)
self.fatigue_coefficient = 1.0 # 疲劳系数
self.is_debug = False # 是否开启调试模式
async def async_task_starter(self) -> None:
"""异步任务启动器"""
asyncio.create_task(self._return_to_basic_willing())
asyncio.create_task(self._chat_new_message_to_change_basic_willing())
asyncio.create_task(self._fatigue_attenuation())
async def before_generate_reply_handle(self, message_id: str):
"""回复前处理"""
pass
current_time = time.time()
async with self.lock:
w_info = self.ongoing_messages[message_id]
if w_info.chat_id not in self.chat_bot_message_time:
self.chat_bot_message_time[w_info.chat_id] = []
self.chat_bot_message_time[w_info.chat_id] = \
[t for t in self.chat_bot_message_time[w_info.chat_id] if current_time - t < 60]
self.chat_bot_message_time[w_info.chat_id].append(current_time)
if len(self.chat_bot_message_time[w_info.chat_id]) == int(self.fatigue_messages_triggered_num):
time_interval = 60 - (current_time - self.chat_bot_message_time[w_info.chat_id].pop(0))
self.chat_fatigue_punishment_list[w_info.chat_id].append([current_time, time_interval * 2])
async def after_generate_reply_handle(self, message_id: str):
"""回复后处理"""
@@ -63,9 +85,9 @@ class MxpWillingManager(BaseWillingManager):
rel_level = self._get_relationship_level_num(rel_value)
self.chat_person_reply_willing[w_info.chat_id][w_info.person_id] += rel_level * 0.05
now_chat_new_person = self.last_response_person.get(w_info.chat_id, ["", 0])
now_chat_new_person = self.last_response_person.get(w_info.chat_id, [w_info.person_id, 0])
if now_chat_new_person[0] == w_info.person_id:
if now_chat_new_person[1] < 2:
if now_chat_new_person[1] < 3:
now_chat_new_person[1] += 1
else:
self.last_response_person[w_info.chat_id] = [w_info.person_id, 0]
@@ -75,13 +97,14 @@ class MxpWillingManager(BaseWillingManager):
async with self.lock:
w_info = self.ongoing_messages[message_id]
if w_info.is_mentioned_bot:
self.chat_person_reply_willing[w_info.chat_id][w_info.person_id] += 0.2
self.chat_person_reply_willing[w_info.chat_id][w_info.person_id] += self.mention_willing_gain / 2.5
if (
w_info.chat_id in self.last_response_person
and self.last_response_person[w_info.chat_id][0] == w_info.person_id
and self.last_response_person[w_info.chat_id][1]
):
self.chat_person_reply_willing[w_info.chat_id][w_info.person_id] += self.single_chat_gain * (
2 * self.last_response_person[w_info.chat_id][1] + 1
2 * self.last_response_person[w_info.chat_id][1] - 1
)
now_chat_new_person = self.last_response_person.get(w_info.chat_id, ["", 0])
if now_chat_new_person[0] != w_info.person_id:
@@ -92,35 +115,60 @@ class MxpWillingManager(BaseWillingManager):
async with self.lock:
w_info = self.ongoing_messages[message_id]
current_willing = self.chat_person_reply_willing[w_info.chat_id][w_info.person_id]
if self.is_debug:
self.logger.debug(f"基础意愿值：{current_willing}")
if w_info.is_mentioned_bot:
current_willing += self.mention_willing_gain / (int(current_willing) + 1)
current_willing_ = self.mention_willing_gain / (int(current_willing) + 1)
current_willing += current_willing_
if self.is_debug:
self.logger.debug(f"提及增益：{current_willing_}")
if w_info.interested_rate > 0:
current_willing += math.atan(w_info.interested_rate / 2) / math.pi * 2 * self.interest_willing_gain
if self.is_debug:
self.logger.debug(f"兴趣增益：{math.atan(w_info.interested_rate / 2) / math.pi * 2 * self.interest_willing_gain}")
self.chat_person_reply_willing[w_info.chat_id][w_info.person_id] = current_willing
rel_value = await w_info.person_info_manager.get_value(w_info.person_id, "relationship_value")
rel_level = self._get_relationship_level_num(rel_value)
current_willing += rel_level * 0.1
if self.is_debug and rel_level != 0:
self.logger.debug(f"关系增益：{rel_level * 0.1}")
if (
w_info.chat_id in self.last_response_person
and self.last_response_person[w_info.chat_id][0] == w_info.person_id
and self.last_response_person[w_info.chat_id][1]
):
current_willing += self.single_chat_gain * (2 * self.last_response_person[w_info.chat_id][1] + 1)
if self.is_debug:
self.logger.debug(f"单聊增益：{self.single_chat_gain * (2 * self.last_response_person[w_info.chat_id][1] - 1)}")
current_willing += self.chat_fatigue_willing_attenuation.get(w_info.chat_id, 0)
if self.is_debug:
self.logger.debug(f"疲劳衰减：{self.chat_fatigue_willing_attenuation.get(w_info.chat_id, 0)}")
chat_ongoing_messages = [msg for msg in self.ongoing_messages.values() if msg.chat_id == w_info.chat_id]
chat_person_ogoing_messages = [msg for msg in chat_ongoing_messages if msg.person_id == w_info.person_id]
if len(chat_person_ogoing_messages) >= 2:
current_willing = 0
if self.is_debug:
self.logger.debug("进行中消息惩罚：归0")
elif len(chat_ongoing_messages) == 2:
current_willing -= 0.5
if self.is_debug:
self.logger.debug("进行中消息惩罚：-0.5")
elif len(chat_ongoing_messages) == 3:
current_willing -= 1.5
if self.is_debug:
self.logger.debug("进行中消息惩罚：-1.5")
elif len(chat_ongoing_messages) >= 4:
current_willing = 0
if self.is_debug:
self.logger.debug("进行中消息惩罚：归0")
probability = self._willing_to_probability(current_willing)
@@ -168,32 +216,44 @@ class MxpWillingManager(BaseWillingManager):
self.ongoing_messages[message.message_info.message_id].person_id, self.chat_reply_willing[chat.stream_id]
)
current_time = time.time()
if chat.stream_id not in self.chat_new_message_time:
self.chat_new_message_time[chat.stream_id] = []
self.chat_new_message_time[chat.stream_id].append(time.time())
self.chat_new_message_time[chat.stream_id].append(current_time)
if len(self.chat_new_message_time[chat.stream_id]) > self.number_of_message_storage:
self.chat_new_message_time[chat.stream_id].pop(0)
if chat.stream_id not in self.chat_fatigue_punishment_list:
self.chat_fatigue_punishment_list[chat.stream_id] = [
(current_time, self.number_of_message_storage * self.basic_maximum_willing / self.expected_replies_per_min * 60)
]
self.chat_fatigue_willing_attenuation[chat.stream_id] = - 2 * self.basic_maximum_willing * self.fatigue_coefficient
def _willing_to_probability(self, willing: float) -> float:
"""意愿值转化为概率"""
willing = max(0, willing)
if willing < 2:
probability = math.atan(willing * 2) / math.pi * 2
else:
elif willing <2.5:
probability = math.atan(willing * 4) / math.pi * 2
else:
probability = 1
return probability
async def _chat_new_message_to_change_basic_willing(self):
"""聊天流新消息改变基础意愿"""
update_time = 20
while True:
update_time = 20
await asyncio.sleep(update_time)
async with self.lock:
for chat_id, message_times in self.chat_new_message_time.items():
# 清理过期消息
current_time = time.time()
message_times = [
msg_time for msg_time in message_times if current_time - msg_time < self.message_expiration_time
msg_time for msg_time in message_times if current_time - msg_time <
self.number_of_message_storage * self.basic_maximum_willing / self.expected_replies_per_min * 60
]
self.chat_new_message_time[chat_id] = message_times
@@ -202,38 +262,15 @@ class MxpWillingManager(BaseWillingManager):
update_time = 20
elif len(message_times) == self.number_of_message_storage:
time_interval = current_time - message_times[0]
basic_willing = self.basic_maximum_willing * math.sqrt(
time_interval / self.message_expiration_time
)
basic_willing = self._basic_willing_culculate(time_interval)
self.chat_reply_willing[chat_id] = basic_willing
update_time = 17 * math.sqrt(time_interval / self.message_expiration_time) + 3
update_time = 17 * basic_willing / self.basic_maximum_willing + 3
else:
self.logger.debug(f"聊天流{chat_id}消息时间数量异常，数量：{len(message_times)}")
self.chat_reply_willing[chat_id] = 0
if self.is_debug:
self.logger.debug(f"聊天流意愿值更新：{self.chat_reply_willing}")
async def get_variable_parameters(self) -> Dict[str, str]:
"""获取可变参数"""
return {
"intention_decay_rate": "意愿衰减率",
"message_expiration_time": "消息过期时间（秒）",
"number_of_message_storage": "消息存储数量",
"basic_maximum_willing": "基础最大意愿值",
"mention_willing_gain": "提及意愿增益",
"interest_willing_gain": "兴趣意愿增益",
"emoji_response_penalty": "表情包回复惩罚",
"down_frequency_rate": "降低回复频率的群组惩罚系数",
"single_chat_gain": "单聊增益（不仅是私聊）",
}
async def set_variable_parameters(self, parameters: Dict[str, any]):
"""设置可变参数"""
async with self.lock:
for key, value in parameters.items():
if hasattr(self, key):
setattr(self, key, value)
self.logger.debug(f"参数 {key} 已更新为 {value}")
else:
self.logger.debug(f"尝试设置未知参数 {key}")
def _get_relationship_level_num(self, relationship_value) -> int:
"""关系等级计算"""
@@ -253,5 +290,25 @@ class MxpWillingManager(BaseWillingManager):
level_num = 5 if relationship_value > 1000 else 0
return level_num - 2
def _basic_willing_culculate(self, t: float) -> float:
"""基础意愿值计算"""
return math.tan(t * self.expected_replies_per_min * math.pi
/ 120 / self.number_of_message_storage) / 2
async def _fatigue_attenuation(self):
"""疲劳衰减"""
while True:
await asyncio.sleep(1)
current_time = time.time()
async with self.lock:
for chat_id, fatigue_list in self.chat_fatigue_punishment_list.items():
fatigue_list = [z for z in fatigue_list if current_time - z[0] < z[1]]
self.chat_fatigue_willing_attenuation[chat_id] = 0
for start_time, duration in fatigue_list:
self.chat_fatigue_willing_attenuation[chat_id] += \
(self.chat_reply_willing[chat_id] * 2 / math.pi * math.asin(
2 * (current_time - start_time) / duration - 1
) - self.chat_reply_willing[chat_id]) * self.fatigue_coefficient
async def get_willing(self, chat_id):
return self.temporary_willing

20
src/plugins/willing/willing_manager.py
View File

@@ -18,8 +18,8 @@ after_generate_reply_handle 确定要回复后，在生成回复后的处理
not_reply_handle 确定不回复后的处理
get_reply_probability 获取回复概率
bombing_buffer_message_handle 缓冲器炸飞消息后的处理
get_variable_parameters 获取可变参数组，返回一个字典，key为参数名称，value为参数描述（此方法是为拆分全局设置准备）
set_variable_parameters 设置可变参数组，你需要传入一个字典，key为参数名称，value为参数值（此方法是为拆分全局设置准备）
get_variable_parameters 暂不确定
set_variable_parameters 暂不确定
以下2个方法根据你的实现可以做调整：
get_willing 获取某聊天流意愿
set_willing 设置某聊天流意愿
@@ -152,15 +152,15 @@ class BaseWillingManager(ABC):
async with self.lock:
self.chat_reply_willing[chat_id] = willing
@abstractmethod
async def get_variable_parameters(self) -> Dict[str, str]:
"""抽象方法：获取可变参数"""
pass
# @abstractmethod
# async def get_variable_parameters(self) -> Dict[str, str]:
# """抽象方法：获取可变参数"""
# pass
@abstractmethod
async def set_variable_parameters(self, parameters: Dict[str, any]):
"""抽象方法：设置可变参数"""
pass
# @abstractmethod
# async def set_variable_parameters(self, parameters: Dict[str, any]):
# """抽象方法：设置可变参数"""
# pass
def init_willing_manager() -> BaseWillingManager: